diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..166b535770e79d9b6e90a3d269cb07c95a5b5315 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f6f0b5750b7b465b756ce3c0dd1b03901e570cb5ae25bc13059f01068612ed9 +size 67314 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_loss_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..1054b9c89b9c7cb300f4da840d91be4f20a0c428 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eed2de4ee9483016956c77dbe6452c5dcae671709a8988cff10e92c0060c0770 +size 85274 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..01e9245385382e3dd10dac83e9bde08a7ce4deb5 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42913d08920159a40e6ad024ca0ee4bcd9fb3f4180d948b31cd72797822cddd3 +size 67174 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..751d3c433d561fabc5a8e95857d0ec920b7d7251 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s0_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbc635082056b21e68e76501c29cbc2a1cd796af3488fcd271e1deb4ef48fa4c +size 64688 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_entropy_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..81593d46f207e96911758735e6136110d996fe05 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37d32d08d83628c7ff5502984488d50cdb9c8de2193d861f853e0601a96a4ee6 +size 84522 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_loss_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..d4301b711ebb904b2152031d460995a67e68263a --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:431a0c5f38a5a6d9e5a175dae827bb51bc2f1e5c83f32f018f0a9ee5ef39dc5b +size 98654 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..24dcf63978c256cc0f27021ed1a208130bbe2c86 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_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:cdf879b7d81db15bfa3cbca20b41c8ddeb571912186bfed98baff03a4b0931dc +size 76362 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..b8c86eeca61617caaae181dbf4292b7e3322e5bf --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fe92ec9fe3b6fef7d42e77b0c6f1665c7c5f7cfbde58bb5e5a14b005bb4dce9 +size 85340 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..81593d46f207e96911758735e6136110d996fe05 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37d32d08d83628c7ff5502984488d50cdb9c8de2193d861f853e0601a96a4ee6 +size 84522 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_loss_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..d4301b711ebb904b2152031d460995a67e68263a --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:431a0c5f38a5a6d9e5a175dae827bb51bc2f1e5c83f32f018f0a9ee5ef39dc5b +size 98654 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..24dcf63978c256cc0f27021ed1a208130bbe2c86 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_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:cdf879b7d81db15bfa3cbca20b41c8ddeb571912186bfed98baff03a4b0931dc +size 76362 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..b8c86eeca61617caaae181dbf4292b7e3322e5bf --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s1_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fe92ec9fe3b6fef7d42e77b0c6f1665c7c5f7cfbde58bb5e5a14b005bb4dce9 +size 85340 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_entropy_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..240680fd0f4362918d2209ac74e0aac373f7ce86 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:697aa514199c83cf0e6ca2cc0e6b1b109b9960b4e267e6342e43c4e93cc0f993 +size 84365 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_loss_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..4b4c83bcba51eb9e1617690ed72ce1ad9d593b4a --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f5408492469c3d1327aab4b58b0a8ae3d1faacfca4f514bdba24d99892b503e +size 95765 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..cb2da8b9ed0a7d38b5bcd7cf35b5d0e9d86e105b --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:911e4bc0c2c6e4c9e962515db17b4f9c7b75067389743a55fddc51e8abfca2ec +size 75026 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..7e259a8bfc9953b30d2c6c1d209475aa4d7e1c1c --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c39acbe27b35f8bdc2e5fcec93d669716de02a591793ec0bc4052f203215ebc3 +size 84231 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..240680fd0f4362918d2209ac74e0aac373f7ce86 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:697aa514199c83cf0e6ca2cc0e6b1b109b9960b4e267e6342e43c4e93cc0f993 +size 84365 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_loss_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..4b4c83bcba51eb9e1617690ed72ce1ad9d593b4a --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f5408492469c3d1327aab4b58b0a8ae3d1faacfca4f514bdba24d99892b503e +size 95765 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..cb2da8b9ed0a7d38b5bcd7cf35b5d0e9d86e105b --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:911e4bc0c2c6e4c9e962515db17b4f9c7b75067389743a55fddc51e8abfca2ec +size 75026 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..7e259a8bfc9953b30d2c6c1d209475aa4d7e1c1c --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s2_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c39acbe27b35f8bdc2e5fcec93d669716de02a591793ec0bc4052f203215ebc3 +size 84231 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_entropy_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..75029c7748691ce2361f4834d72ad57e1b7a6e59 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:440d5b6a62824ec4dd48181b67c5f52933761e5f317d6c719a47b99d2d1e605e +size 84918 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_loss_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..1f7e2355895c063c922cf9a8505953704353c751 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b69ca05e33dc6fc3683519d3fdb6e95ec93dc6da71e3a92a6477b277eb78f69 +size 95102 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..116d8e2538e87efc58a8b20f2a3af2927442aa36 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_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:ed8a9a6124e5adbe5ce478fd1dadf8304df303c90869ae8f2efcabdcb75e36c0 +size 76155 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..e69623ec292a9e32e36f08aac9b1f512785de90a --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8a74d3378013f90410177834478fb361e0f91ecc4ffb858d02661ada5446185 +size 83867 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..75029c7748691ce2361f4834d72ad57e1b7a6e59 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:440d5b6a62824ec4dd48181b67c5f52933761e5f317d6c719a47b99d2d1e605e +size 84918 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_loss_vs_frame.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..1f7e2355895c063c922cf9a8505953704353c751 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b69ca05e33dc6fc3683519d3fdb6e95ec93dc6da71e3a92a6477b277eb78f69 +size 95102 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..116d8e2538e87efc58a8b20f2a3af2927442aa36 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_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:ed8a9a6124e5adbe5ce478fd1dadf8304df303c90869ae8f2efcabdcb75e36c0 +size 76155 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..e69623ec292a9e32e36f08aac9b1f512785de90a --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_s3_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8a74d3378013f90410177834478fb361e0f91ecc4ffb858d02661ada5446185 +size 83867 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_ma_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..8347d772705875d72b955b8f0e6c86e70c2471ff --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3adcb73aa05895cce2eda0e7bd254cfa0277362f68f4923630c41626cf8beb25 +size 90746 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..6603a6d2c5d0d48c1e6ac4627731b863377a8936 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c078672de859ab9dcdda5f87b435857a38660a7d409ed0299a328fca98f2457 +size 110847 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s0_session_df_train.csv b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s0_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..2624ef553175c50fd34f49bdf4aa2482876c26aa --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s0_session_df_train.csv @@ -0,0 +1,151 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +1.0625,1.0625,-0.009683712,357.14285,10000.0,28.0,625.0,,128.0,0.0002497952,0.1,1.3766543 +1.19,1.12625,-0.013892504,588.2353,20000.0,34.0,1250.0,,288.0,0.0002495392,0.1,1.3839791 +1.15,1.1341667,-0.013834929,750.0,30000.0,40.0,1875.0,,448.0,0.0002492832,0.1,1.371563 +1.42,1.205625,-0.016448988,869.56525,40000.0,46.0,2500.0,,608.0,0.0002490272,0.1,1.3585538 +1.71,1.3065001,-0.018834354,961.53845,50000.0,52.0,3125.0,,768.0,0.0002487712,0.1,1.3236067 +1.69,1.3704166,-0.016723653,1034.4828,60000.0,58.0,3750.0,,928.0,0.0002485152,0.1,1.309014 +1.84,1.4375,-0.017527277,1093.75,70000.0,64.0,4375.0,,1088.0,0.0002482592,0.1,1.309986 +2.32,1.5478125,-0.015855966,1159.4203,80000.0,69.0,5000.0,,1248.0,0.0002480032,0.1,1.2543378 +2.88,1.6958333,-0.013337464,1216.2162,90000.0,74.0,5625.0,,1376.0,0.0002477984,0.1,1.2321913 +2.91,1.81725,-0.015102109,1250.0,100000.0,80.0,6250.0,,1536.0,0.0002475424,0.1,1.2395388 +2.96,1.9211364,-0.01645332,1264.3678,110000.0,87.0,6875.0,,1696.0,0.0002472864,0.1,1.2153742 +3.44,2.0477083,-0.016235292,1290.3226,120000.0,93.0,7500.0,,1856.0,0.0002470304,0.1,1.1859868 +3.48,2.1578846,-0.015798008,1313.1313,130000.0,99.0,8125.0,,2016.0,0.0002467744,0.1,1.1364242 +3.84,2.2780356,-0.01594838,1333.3334,140000.0,105.0,8750.0,,2176.0,0.0002465184,0.1,1.1213566 +4.18,2.4048333,-0.015878767,1363.6364,150000.0,110.0,9375.0,,2336.0,0.0002462624,0.1,1.1115681 +4.49,2.5351562,-0.014010267,1379.3103,160000.0,116.0,10000.0,,2496.0,0.0002460064,0.1,1.0729475 +4.98,2.6789706,-0.016325412,1393.4426,170000.0,122.0,10625.0,,2656.0,0.0002457504,0.1,1.042838 +5.35,2.827361,-0.016273344,1417.3229,180000.0,127.0,11250.0,,2784.0,0.0002455456,0.1,1.070485 +5.07,2.9453945,-0.016106363,1428.5714,190000.0,133.0,11875.0,,2944.0,0.0002452896,0.1,1.0671346 +5.01,3.0486248,-0.01716599,1438.8489,200000.0,139.0,12500.0,,3104.0,0.0002450336,0.1,1.0867023 +4.97,3.1401188,-0.013936014,1448.2759,210000.0,145.0,13125.0,,3264.0,0.0002447776,0.1,1.0172213 +5.82,3.2619317,-0.015130227,1466.6666,220000.0,150.0,13750.0,,3424.0,0.0002445216,0.1,0.9910063 +6.13,3.3866303,-0.0150175765,1474.359,230000.0,156.0,14375.0,,3584.0,0.0002442656,0.1,0.9511751 +6.83,3.5301044,-0.011781518,1481.4814,240000.0,162.0,15000.0,,3744.0,0.0002440096,0.1,0.95136285 +7.38,3.6841002,-0.010331247,1479.2899,250000.0,169.0,15625.0,,3904.0,0.0002437536,0.1,0.98762023 +7.25,3.82125,-0.0114871655,1494.2529,260000.0,174.0,16250.0,,4032.0,0.0002435488,0.1,0.96348715 +7.69,3.9645371,-0.0034997258,1491.7126,270000.0,181.0,16875.0,,4192.0,0.0002432928,0.1,0.9347893 +7.78,4.100804,-0.013125188,1497.3262,280000.0,187.0,17500.0,,4352.0,0.0002430368,0.1,0.9266134 +7.9,4.2318106,-0.00959933,1494.8453,290000.0,194.0,18125.0,,4512.0,0.0002427808,0.1,0.86659825 +8.43,4.37175,-0.011490008,1507.5377,300000.0,199.0,18750.0,,4672.0,0.0002425248,0.1,0.8436111 +8.56,4.5068545,-0.010865468,1512.1951,310000.0,205.0,19375.0,,4832.0,0.0002422688,0.1,0.9059662 +8.67,4.6369534,-0.011594116,1516.5876,320000.0,211.0,20000.0,,4992.0,0.0002420128,0.1,0.88794786 +8.69,4.7597733,-0.00969557,1520.7373,330000.0,217.0,20625.0,,5152.0,0.0002417568,0.1,0.85706806 +8.92,4.8821325,-0.011965234,1531.5315,340000.0,222.0,21250.0,,5312.0,0.0002415008,0.1,0.8632484 +9.49,5.0137863,-0.01235523,1541.8502,350000.0,227.0,21875.0,,5440.0,0.000241296,0.1,0.8835913 +9.68,5.143403,-0.012263881,1545.0643,360000.0,233.0,22500.0,,5600.0,0.00024104,0.1,0.8992452 +9.58,5.263311,-0.01055832,1554.6218,370000.0,238.0,23125.0,,5760.0,0.000240784,0.1,0.9063185 +10.11,5.3908553,-0.009682814,1557.3771,380000.0,244.0,23750.0,,5920.0,0.000240528,0.1,0.8560197 +10.36,5.5182695,-0.008747153,1560.0,390000.0,250.0,24375.0,,6080.0,0.000240272,0.1,0.81273484 +10.81,5.650563,-0.01115825,1562.5,400000.0,256.0,25000.0,,6240.0,0.000240016,0.1,0.7849487 +10.87,5.777866,-0.010908474,1570.8812,410000.0,261.0,25625.0,,6400.0,0.00023976,0.1,0.8332913 +11.11,5.9048214,-0.009864679,1573.0337,420000.0,267.0,26250.0,,6560.0,0.000239504,0.1,0.89291286 +11.03,6.0240116,-0.011490794,1580.8823,430000.0,272.0,26875.0,,6688.0,0.0002392992,0.1,0.8117137 +11.11,6.139602,-0.009631982,1582.7338,440000.0,278.0,27500.0,,6848.0,0.0002390432,0.1,0.82602334 +11.52,6.2591662,-0.01110884,1584.5071,450000.0,284.0,28125.0,,7008.0,0.0002387872,0.1,0.8036171 +11.93,6.382445,-0.011489968,1586.2069,460000.0,290.0,28750.0,,7168.0,0.0002385312,0.1,0.8518349 +12.55,6.5136695,-0.008407847,1593.2203,470000.0,295.0,29375.0,,7328.0,0.0002382752,0.1,0.83541155 +12.76,6.643802,-0.010577418,1594.6843,480000.0,301.0,30000.0,,7488.0,0.0002380192,0.1,0.8272213 +12.92,6.771888,-0.013803427,1596.0912,490000.0,307.0,30625.0,,7648.0,0.0002377632,0.1,0.83866143 +13.22,6.9008503,-0.010527158,1597.4441,500000.0,313.0,31250.0,,7808.0,0.0002375072,0.1,0.83945423 +13.44,7.029069,-0.0075520813,1598.7461,510000.0,319.0,31875.0,,7968.0,0.0002372512,0.1,0.83940077 +13.41,7.151779,-0.011354196,1604.9382,520000.0,324.0,32500.0,,8096.0,0.0002370464,0.1,0.8015013 +14.23,7.285331,-0.007940114,1610.9423,530000.0,329.0,33125.0,,8256.0,0.0002367904,0.1,0.8192247 +14.31,7.415417,-0.00899727,1611.9403,540000.0,335.0,33750.0,,8416.0,0.0002365344,0.1,0.79475224 +14.63,7.5465913,-0.010681066,1612.9032,550000.0,341.0,34375.0,,8576.0,0.0002362784,0.1,0.7968837 +14.94,7.678616,-0.010853592,1613.8329,560000.0,347.0,35000.0,,8736.0,0.0002360224,0.1,0.72418356 +15.27,7.811798,-0.008766867,1614.7308,570000.0,353.0,35625.0,,8896.0,0.0002357664,0.1,0.7507658 +16.05,7.953836,-0.009014966,1615.5989,580000.0,359.0,36250.0,,9056.0,0.0002355104,0.1,0.7313682 +15.43,8.08055,-0.007983943,1616.4384,590000.0,365.0,36875.0,,9216.0,0.0002352544,0.1,0.74409366 +16.07,8.213708,-0.0115996245,1621.6216,600000.0,370.0,37500.0,,9344.0,0.0002350496,0.1,0.72046584 +16.43,8.348401,-0.0063540344,1622.3405,610000.0,376.0,38125.0,,9504.0,0.0002347936,0.1,0.7292348 +16.16,8.474395,-0.00978771,1623.0366,620000.0,382.0,38750.0,,9664.0,0.0002345376,0.1,0.7722466 +16.04,8.594483,-0.0071250442,1627.907,630000.0,387.0,39375.0,,9824.0,0.0002342816,0.1,0.7221936 +16.3,8.714883,-0.009886662,1628.4988,640000.0,393.0,40000.0,,9984.0,0.0002340256,0.1,0.6918068 +16.59,8.836039,-0.008799128,1625.0,650000.0,400.0,40625.0,,10144.0,0.0002337696,0.1,0.69229645 +16.28,8.948827,-0.0073058587,1625.6157,660000.0,406.0,41250.0,,10304.0,0.0002335136,0.1,0.71812665 +16.17,9.056605,-0.0052007623,1630.1703,670000.0,411.0,41875.0,,10464.0,0.0002332576,0.1,0.6862242 +16.55,9.166801,-0.0077204374,1630.6954,680000.0,417.0,42500.0,,10624.0,0.0002330016,0.1,0.6874896 +16.13,9.267718,-0.006300405,1635.071,690000.0,422.0,43125.0,,10752.0,0.0002327968,0.1,0.69442225 +16.0,9.3638935,-0.0055338275,1635.514,700000.0,428.0,43750.0,,10912.0,0.0002325408,0.1,0.61350286 +15.95,9.4566555,-0.005610753,1635.9447,710000.0,434.0,44375.0,,11072.0,0.0002322848,0.1,0.64965594 +15.99,9.547396,-0.007806403,1632.6531,720000.0,441.0,45000.0,,11232.0,0.0002320288,0.1,0.6222495 +16.31,9.640034,-0.005097829,1633.1096,730000.0,447.0,45625.0,,11392.0,0.0002317728,0.1,0.6820578 +16.14,9.727872,-0.006449655,1633.5541,740000.0,453.0,46250.0,,11552.0,0.0002315168,0.1,0.60071313 +16.38,9.816566,-0.0022129612,1630.4348,750000.0,460.0,46875.0,,11712.0,0.0002312608,0.1,0.62399864 +16.97,9.91069,-0.0069022384,1630.9012,760000.0,466.0,47500.0,,11872.0,0.0002310048,0.1,0.65608555 +17.11,10.004188,-0.009687297,1631.356,770000.0,472.0,48125.0,,12000.0,0.0002308,0.1,0.62381744 +17.69,10.102724,-0.00889408,1631.7992,780000.0,478.0,48750.0,,12160.0,0.000230544,0.1,0.6806539 +17.56,10.19712,-0.0092389565,1628.866,790000.0,485.0,49375.0,,12320.0,0.000230288,0.1,0.69491345 +18.0,10.294657,-0.0078750895,1629.3279,800000.0,491.0,50000.0,,12480.0,0.000230032,0.1,0.7035725 +18.33,10.393858,-0.008066668,1629.7787,810000.0,497.0,50625.0,,12640.0,0.000229776,0.1,0.729649 +18.34,10.490763,-0.012391351,1626.9841,820000.0,504.0,51250.0,,12800.0,0.00022952,0.1,0.682026 +18.2,10.583646,-0.008876354,1624.2661,830000.0,511.0,51875.0,,12960.0,0.000229264,0.1,0.6641489 +18.51,10.678007,-0.008500829,1624.7582,840000.0,517.0,52500.0,,13120.0,0.000229008,0.1,0.65994287 +18.69,10.772265,-0.008854076,1625.239,850000.0,523.0,53125.0,,13280.0,0.000228752,0.1,0.68628263 +19.2,10.870263,-0.005634802,1625.7089,860000.0,529.0,53750.0,,13408.0,0.0002285472,0.1,0.67432946 +19.38,10.968076,-0.009887435,1626.1682,870000.0,535.0,54375.0,,13568.0,0.0002282912,0.1,0.6307954 +19.92,11.069801,-0.006774691,1629.6296,880000.0,540.0,55000.0,,13728.0,0.0002280352,0.1,0.70151615 +20.63,11.177219,-0.003618888,1630.0366,890000.0,546.0,55625.0,,13888.0,0.0002277792,0.1,0.69536185 +20.88,11.285028,-0.006334265,1630.4348,900000.0,552.0,56250.0,,14048.0,0.0002275232,0.1,0.6007502 +21.49,11.397171,-0.0066546826,1630.8243,910000.0,558.0,56875.0,,14208.0,0.0002272672,0.1,0.6651459 +22.08,11.5132885,-0.0071933847,1631.2057,920000.0,564.0,57500.0,,14368.0,0.0002270112,0.1,0.72617435 +21.96,11.625618,-0.00753073,1634.4464,930000.0,569.0,58125.0,,14528.0,0.0002267552,0.1,0.65259516 +22.5,11.741303,-0.0044590887,1634.7826,940000.0,575.0,58750.0,,14656.0,0.0002265504,0.1,0.68208337 +23.7,11.867184,-0.0068821474,1637.931,950000.0,580.0,59375.0,,14816.0,0.0002262944,0.1,0.6557008 +23.74,11.99086,-0.006655215,1638.2252,960000.0,586.0,60000.0,,14976.0,0.0002260384,0.1,0.6440107 +24.35,12.118274,-0.0047285086,1638.5135,970000.0,592.0,60625.0,,15136.0,0.0002257824,0.1,0.642478 +24.64,12.246046,-0.0020256876,1641.541,980000.0,597.0,61250.0,,15296.0,0.0002255264,0.1,0.6314136 +24.42,12.369016,-0.0034988087,1641.791,990000.0,603.0,61875.0,,15456.0,0.0002252704,0.1,0.6050708 +24.77,12.493026,-0.0058868537,1642.0361,1000000.0,609.0,62500.0,,15616.0,0.0002250144,0.1,0.7147243 +25.36,12.736001,-0.006752571,1642.2764,1010000.0,615.0,63125.0,,15776.0,0.0002247584,0.1,0.6260668 +25.34,12.977501,-0.0012820202,1642.5121,1020000.0,621.0,63750.0,,15936.0,0.0002245024,0.1,0.6437269 +23.96,13.2056,-0.005581646,1645.3674,1030000.0,626.0,64375.0,,16064.0,0.0002242976,0.1,0.67197526 +24.09,13.4323,0.0014206059,1645.5696,1040000.0,632.0,65000.0,,16224.0,0.0002240416,0.1,0.64613813 +23.89,13.654099,-0.005873112,1643.1925,1050000.0,639.0,65625.0,,16384.0,0.0002237856,0.1,0.6386049 +24.13,13.8785,-0.008172914,1643.4109,1060000.0,645.0,66250.0,,16544.0,0.0002235296,0.1,0.67537683 +24.23,14.1024,-0.0036895224,1643.6252,1070000.0,651.0,66875.0,,16704.0,0.0002232736,0.1,0.686725 +25.07,14.3299,-0.0035921612,1643.8356,1080000.0,657.0,67500.0,,16864.0,0.0002230176,0.1,0.6565448 +25.18,14.552899,-0.0046821684,1641.5663,1090000.0,664.0,68125.0,,17024.0,0.0002227616,0.1,0.6441505 +25.84,14.7822,-0.0046014437,1644.2451,1100000.0,669.0,68750.0,,17184.0,0.0002225056,0.1,0.63775694 +26.3,15.015599,-0.0059385374,1646.8843,1110000.0,674.0,69375.0,,17312.0,0.0002223008,0.1,0.61134243 +26.25,15.243701,-0.009868358,1647.0588,1120000.0,680.0,70000.0,,17472.0,0.0002220448,0.1,0.64763 +26.33,15.472199,-0.004084561,1647.2303,1130000.0,686.0,70625.0,,17632.0,0.0002217888,0.1,0.6831318 +26.38,15.6976,-0.00818151,1649.783,1140000.0,691.0,71250.0,,17792.0,0.0002215328,0.1,0.614924 +26.8,15.9238,-0.005657468,1649.9282,1150000.0,697.0,71875.0,,17952.0,0.0002212768,0.1,0.6359671 +27.55,16.1544,-0.0066003324,1652.4216,1160000.0,702.0,72500.0,,18112.0,0.0002210208,0.1,0.6739872 +28.35,16.3881,-0.0024577526,1650.2115,1170000.0,709.0,73125.0,,18272.0,0.0002207648,0.1,0.6319456 +29.48,16.6294,-0.00395286,1650.3496,1180000.0,715.0,73750.0,,18432.0,0.0002205088,0.1,0.69935393 +29.34,16.872099,-0.0071849353,1650.4855,1190000.0,721.0,74375.0,,18592.0,0.0002202528,0.1,0.6272094 +29.6,17.118,-0.0020377364,1650.619,1200000.0,727.0,75000.0,,18720.0,0.000220048,0.1,0.69425523 +30.52,17.373499,-0.004078988,1650.7504,1210000.0,733.0,75625.0,,18880.0,0.000219792,0.1,0.6198661 +31.18,17.6271,-0.004552138,1650.8795,1220000.0,739.0,76250.0,,19040.0,0.000219536,0.1,0.6050204 +30.89,17.8747,-0.0029751013,1651.0067,1230000.0,745.0,76875.0,,19200.0,0.00021928,0.1,0.6275741 +31.74,18.123802,-0.0076904986,1653.3334,1240000.0,750.0,77500.0,,19360.0,0.000219024,0.1,0.6100458 +31.68,18.3668,-0.0075740553,1653.4392,1250000.0,756.0,78125.0,,19520.0,0.000218768,0.1,0.6121141 +31.82,18.6125,-0.004411599,1651.3761,1260000.0,763.0,78750.0,,19680.0,0.000218512,0.1,0.6608393 +31.39,18.8495,-0.0076269093,1651.4955,1270000.0,769.0,79375.0,,19840.0,0.000218256,0.1,0.67433625 +32.44,19.096098,-0.0017588206,1653.7468,1280000.0,774.0,80000.0,,20000.0,0.000218,0.1,0.6960186 +32.61,19.343199,-0.004023091,1655.9692,1290000.0,779.0,80625.0,,20128.0,0.0002177952,0.1,0.6320363 +34.02,19.599098,-0.005913905,1653.944,1300000.0,786.0,81250.0,,20288.0,0.0002175392,0.1,0.655064 +34.41,19.8576,-0.006262848,1654.0404,1310000.0,792.0,81875.0,,20448.0,0.0002172832,0.1,0.6360644 +35.11,20.122,-0.0037498954,1654.1354,1320000.0,798.0,82500.0,,20608.0,0.0002170272,0.1,0.61215216 +36.96,20.4047,-0.0052169627,1652.174,1330000.0,805.0,83125.0,,20768.0,0.0002167712,0.1,0.6792861 +36.84,20.6839,-0.0045913197,1652.2811,1340000.0,811.0,83750.0,,20928.0,0.0002165152,0.1,0.6698382 +37.11,20.9601,0.0015782784,1652.3868,1350000.0,817.0,84375.0,,21088.0,0.0002162592,0.1,0.63385725 +36.84,21.2317,-0.0076559936,1652.4908,1360000.0,823.0,85000.0,,21248.0,0.0002160032,0.1,0.6254581 +38.65,21.5224,0.0011941397,1654.5894,1370000.0,828.0,85625.0,,21376.0,0.0002157984,0.1,0.6510907 +38.47,21.806002,-0.005728696,1656.6627,1380000.0,833.0,86250.0,,21536.0,0.0002155424,0.1,0.664735 +39.11,22.0935,-0.0057858354,1656.7343,1390000.0,839.0,86875.0,,21696.0,0.0002152864,0.1,0.63318133 +40.4,22.389399,-0.0018765768,1656.8047,1400000.0,845.0,87500.0,,21856.0,0.0002150304,0.1,0.6295593 +40.14,22.6821,0.00096583215,1656.8743,1410000.0,851.0,88125.0,,22016.0,0.0002147744,0.1,0.7192673 +40.68,22.977798,-0.005035186,1658.8785,1420000.0,856.0,88750.0,,22176.0,0.0002145184,0.1,0.61284685 +40.49,23.272394,-0.006705923,1658.9327,1430000.0,862.0,89375.0,,22336.0,0.0002142624,0.1,0.6796103 +40.35,23.5648,-0.004220796,1658.9862,1440000.0,868.0,90000.0,,22496.0,0.0002140064,0.1,0.69735694 +41.43,23.8639,-0.0053744945,1659.039,1450000.0,874.0,90625.0,,22656.0,0.0002137504,0.1,0.6264164 +41.55,24.1601,-0.001313153,1659.091,1460000.0,880.0,91250.0,,22784.0,0.0002135456,0.1,0.58530176 +40.88,24.443398,-0.0037011611,1659.1422,1470000.0,886.0,91875.0,,22944.0,0.0002132896,0.1,0.6177823 +40.86,24.724401,-0.0049169534,1659.1929,1480000.0,892.0,92500.0,,23104.0,0.0002130336,0.1,0.660596 +41.63,25.0115,-0.0033493175,1661.0925,1490000.0,897.0,93125.0,,23264.0,0.0002127776,0.1,0.65455455 +42.16,25.300898,-0.0070044803,1661.1295,1500000.0,903.0,93750.0,,23424.0,0.0002125216,0.1,0.6799841 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s0_session_metrics_scalar_train.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s0_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..61faa0ba49aa90c67afd94b315b225c88d912664 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s0_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 25.3008975982666, + "strength": 17.957550048828125, + "max_strength": 40.95000076293945, + "final_strength": 40.95000076293945, + "sample_efficiency": 1.2299078662181273e-06, + "training_efficiency": 7.880080374889076e-05, + "stability": 0.9969804286956787 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s0_session_metrics_train.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s0_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..06167b197ac7a248496de66c7e1f8ca70ba07924 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s0_session_metrics_train.json @@ -0,0 +1,1076 @@ +{ + "scalar": { + "total_reward_ma": 25.3008975982666, + "strength": 17.957550048828125, + "max_strength": 40.95000076293945, + "final_strength": 40.95000076293945, + "sample_efficiency": 1.2299078662181273e-06, + "training_efficiency": 7.880080374889076e-05, + "stability": 0.9969804286956787 + }, + "local": { + "mean_returns": [ + 1.0625, + 1.190000057220459, + 1.149999976158142, + 1.4199999570846558, + 1.7100000381469727, + 1.690000057220459, + 1.840000033378601, + 2.319999933242798, + 2.880000114440918, + 2.9100000858306885, + 2.9600000381469727, + 3.440000057220459, + 3.4800000190734863, + 3.8399999141693115, + 4.179999828338623, + 4.489999771118164, + 4.980000019073486, + 5.349999904632568, + 5.070000171661377, + 5.010000228881836, + 4.96999979019165, + 5.820000171661377, + 6.130000114440918, + 6.829999923706055, + 7.380000114440918, + 7.25, + 7.690000057220459, + 7.78000020980835, + 7.900000095367432, + 8.430000305175781, + 8.5600004196167, + 8.670000076293945, + 8.6899995803833, + 8.920000076293945, + 9.489999771118164, + 9.680000305175781, + 9.579999923706055, + 10.109999656677246, + 10.359999656677246, + 10.8100004196167, + 10.869999885559082, + 11.109999656677246, + 11.029999732971191, + 11.109999656677246, + 11.520000457763672, + 11.930000305175781, + 12.550000190734863, + 12.760000228881836, + 12.920000076293945, + 13.220000267028809, + 13.4399995803833, + 13.40999984741211, + 14.229999542236328, + 14.3100004196167, + 14.630000114440918, + 14.9399995803833, + 15.270000457763672, + 16.049999237060547, + 15.430000305175781, + 16.06999969482422, + 16.43000030517578, + 16.15999984741211, + 16.040000915527344, + 16.299999237060547, + 16.59000015258789, + 16.280000686645508, + 16.170000076293945, + 16.549999237060547, + 16.1299991607666, + 16.0, + 15.949999809265137, + 15.989999771118164, + 16.309999465942383, + 16.139999389648438, + 16.3799991607666, + 16.969999313354492, + 17.110000610351562, + 17.690000534057617, + 17.559999465942383, + 18.0, + 18.329999923706055, + 18.34000015258789, + 18.200000762939453, + 18.510000228881836, + 18.690000534057617, + 19.200000762939453, + 19.3799991607666, + 19.920000076293945, + 20.6299991607666, + 20.8799991607666, + 21.489999771118164, + 22.079999923706055, + 21.959999084472656, + 22.5, + 23.700000762939453, + 23.739999771118164, + 24.350000381469727, + 24.639999389648438, + 24.420000076293945, + 24.770000457763672, + 25.360000610351562, + 25.34000015258789, + 23.959999084472656, + 24.09000015258789, + 23.889999389648438, + 24.1299991607666, + 24.229999542236328, + 25.06999969482422, + 25.18000030517578, + 25.84000015258789, + 26.299999237060547, + 26.25, + 26.329999923706055, + 26.3799991607666, + 26.799999237060547, + 27.549999237060547, + 28.350000381469727, + 29.479999542236328, + 29.34000015258789, + 29.600000381469727, + 30.520000457763672, + 31.18000030517578, + 30.889999389648438, + 31.739999771118164, + 31.68000030517578, + 31.81999969482422, + 31.389999389648438, + 32.439998626708984, + 32.61000061035156, + 34.02000045776367, + 34.40999984741211, + 35.11000061035156, + 36.959999084472656, + 36.84000015258789, + 37.11000061035156, + 36.84000015258789, + 38.650001525878906, + 38.470001220703125, + 39.11000061035156, + 40.400001525878906, + 40.13999938964844, + 40.68000030517578, + 40.4900016784668, + 40.349998474121094, + 41.43000030517578, + 41.54999923706055, + 40.880001068115234, + 40.86000061035156, + 41.630001068115234, + 42.15999984741211 + ], + "strengths": [ + -0.14750003814697266, + -0.019999980926513672, + -0.060000061988830566, + 0.2099999189376831, + 0.5, + 0.48000001907348633, + 0.6299999952316284, + 1.1099998950958252, + 1.6700000762939453, + 1.7000000476837158, + 1.75, + 2.2300000190734863, + 2.2699999809265137, + 2.629999876022339, + 2.9699997901916504, + 3.2799997329711914, + 3.7699999809265137, + 4.139999866485596, + 3.8600001335144043, + 3.8000001907348633, + 3.7599997520446777, + 4.610000133514404, + 4.920000076293945, + 5.619999885559082, + 6.170000076293945, + 6.039999961853027, + 6.480000019073486, + 6.570000171661377, + 6.690000057220459, + 7.220000267028809, + 7.350000381469727, + 7.460000038146973, + 7.479999542236328, + 7.710000038146973, + 8.279999732971191, + 8.470000267028809, + 8.369999885559082, + 8.899999618530273, + 9.149999618530273, + 9.600000381469727, + 9.65999984741211, + 9.899999618530273, + 9.819999694824219, + 9.899999618530273, + 10.3100004196167, + 10.720000267028809, + 11.34000015258789, + 11.550000190734863, + 11.710000038146973, + 12.010000228881836, + 12.229999542236328, + 12.199999809265137, + 13.019999504089355, + 13.100000381469727, + 13.420000076293945, + 13.729999542236328, + 14.0600004196167, + 14.839999198913574, + 14.220000267028809, + 14.859999656677246, + 15.220000267028809, + 14.949999809265137, + 14.830000877380371, + 15.089999198913574, + 15.380000114440918, + 15.070000648498535, + 14.960000038146973, + 15.339999198913574, + 14.919999122619629, + 14.789999961853027, + 14.739999771118164, + 14.779999732971191, + 15.09999942779541, + 14.929999351501465, + 15.169999122619629, + 15.75999927520752, + 15.90000057220459, + 16.479999542236328, + 16.349998474121094, + 16.790000915527344, + 17.119998931884766, + 17.130001068115234, + 16.990001678466797, + 17.299999237060547, + 17.479999542236328, + 17.990001678466797, + 18.169998168945312, + 18.709999084472656, + 19.419998168945312, + 19.669998168945312, + 20.279998779296875, + 20.869998931884766, + 20.75, + 21.290000915527344, + 22.490001678466797, + 22.529998779296875, + 23.139999389648438, + 23.43000030517578, + 23.209999084472656, + 23.560001373291016, + 24.150001525878906, + 24.130001068115234, + 22.75, + 22.880001068115234, + 22.68000030517578, + 22.919998168945312, + 23.020000457763672, + 23.860000610351562, + 23.970001220703125, + 24.630001068115234, + 25.09000015258789, + 25.040000915527344, + 25.119998931884766, + 25.169998168945312, + 25.59000015258789, + 26.34000015258789, + 27.139999389648438, + 28.270000457763672, + 28.130001068115234, + 28.389999389648438, + 29.310001373291016, + 29.970001220703125, + 29.68000030517578, + 30.529998779296875, + 30.470001220703125, + 30.610000610351562, + 30.18000030517578, + 31.229999542236328, + 31.400001525878906, + 32.810001373291016, + 33.20000076293945, + 33.900001525878906, + 35.75, + 35.630001068115234, + 35.900001525878906, + 35.630001068115234, + 37.44000244140625, + 37.26000213623047, + 37.900001525878906, + 39.19000244140625, + 38.93000030517578, + 39.470001220703125, + 39.28000259399414, + 39.13999938964844, + 40.220001220703125, + 40.34000015258789, + 39.67000198364258, + 39.650001525878906, + 40.42000198364258, + 40.95000076293945 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 9.40298632485792e-05, + 7.802197796991095e-05, + 0.0007142795366235077, + -5.1813658501487225e-06, + 5.714277904189657e-06, + 9.105176104640123e-06, + 1.0499534255359322e-05, + 1.0733115232142154e-05, + 1.0527878657740075e-05, + 1.0206408660451416e-05, + 9.790895092010032e-06, + 9.404301636095624e-06, + 9.006535037769936e-06, + 8.618786523584276e-06, + 8.252338375314139e-06, + 7.894550435594283e-06, + 7.561929578514537e-06, + 7.292818281712243e-06, + 7.0558830884692725e-06, + 6.843082246632548e-06, + 6.608446255995659e-06, + 6.386278982972726e-06, + 6.162254521768773e-06, + 5.9465619415277615e-06, + 5.759700798080303e-06, + 5.580563538387651e-06, + 5.417484771896852e-06, + 5.267152573651401e-06, + 5.119953584653558e-06, + 4.983734015695518e-06, + 4.857290150539484e-06, + 4.740630174637772e-06, + 4.629508566722507e-06, + 4.5192787183623295e-06, + 4.415110197442118e-06, + 4.319540039432468e-06, + 4.224981239531189e-06, + 4.134535174671328e-06, + 4.046192771056667e-06, + 3.96329505747417e-06, + 3.883850240526954e-06, + 3.8099271932878764e-06, + 3.739765361387981e-06, + 3.6709052437799983e-06, + 3.603458708312246e-06, + 3.536321173669421e-06, + 3.47197874361882e-06, + 3.4104855330951978e-06, + 3.35095160153287e-06, + 3.2936625302681932e-06, + 3.239543957533897e-06, + 3.1848446724325186e-06, + 3.132732899757684e-06, + 3.0821138352621347e-06, + 3.0329765650094487e-06, + 2.985203991556773e-06, + 2.937358885901631e-06, + 2.893774308176944e-06, + 2.8503811790869804e-06, + 2.8080519314244157e-06, + 2.7683809094014578e-06, + 2.7307314667268656e-06, + 2.6940290354104945e-06, + 2.658174935277202e-06, + 2.6244501896144357e-06, + 2.592240207377472e-06, + 2.560439497756306e-06, + 2.5306210318376543e-06, + 2.5020644898177125e-06, + 2.4745334030740196e-06, + 2.4478033537889132e-06, + 2.4213536562456284e-06, + 2.3960094495123485e-06, + 2.3710351797490148e-06, + 2.3458846953872126e-06, + 2.321296278751106e-06, + 2.2966048618400237e-06, + 2.2728672774974257e-06, + 2.249237013529637e-06, + 2.225885282314266e-06, + 2.203232725150883e-06, + 2.1814296360389562e-06, + 2.1598739294859115e-06, + 2.1387247670645593e-06, + 2.117591520800488e-06, + 2.0968700482626446e-06, + 2.0761581254191697e-06, + 2.0553045487758936e-06, + 2.034822500718292e-06, + 2.0143479559919797e-06, + 1.993929572563502e-06, + 1.9742506083275657e-06, + 1.9546707790141227e-06, + 1.934633019118337e-06, + 1.915194388857344e-06, + 1.8958559167003841e-06, + 1.876890337371151e-06, + 1.8586796386443893e-06, + 1.8407495190331247e-06, + 1.8229236502520507e-06, + 1.80564450147358e-06, + 1.7898098576552002e-06, + 1.7743044509188621e-06, + 1.7593301890883595e-06, + 1.7445794355808175e-06, + 1.7301342722930713e-06, + 1.7155389286926948e-06, + 1.7012481521305745e-06, + 1.686936570877151e-06, + 1.672731855251186e-06, + 1.6589157212365535e-06, + 1.6454006299682078e-06, + 1.6321904467986315e-06, + 1.6190865608223248e-06, + 1.605930492587504e-06, + 1.5927151935102302e-06, + 1.579304807819426e-06, + 1.566306082168012e-06, + 1.5535207467110013e-06, + 1.540658900012204e-06, + 1.5278492355719209e-06, + 1.5154892025748268e-06, + 1.5030985878183856e-06, + 1.4910463050910039e-06, + 1.4792400406804518e-06, + 1.467882043471036e-06, + 1.4564121784133022e-06, + 1.445159682589292e-06, + 1.4336911817736109e-06, + 1.4223768403098802e-06, + 1.4111134305494488e-06, + 1.3995413610246032e-06, + 1.3883089877708699e-06, + 1.3772814781987108e-06, + 1.366611627418024e-06, + 1.3556831390815205e-06, + 1.3450844562612474e-06, + 1.334575358669099e-06, + 1.3239856571090058e-06, + 1.3137339465174591e-06, + 1.3036001291766297e-06, + 1.2937639439769555e-06, + 1.2841989018852473e-06, + 1.2746055517709465e-06, + 1.2652143368541147e-06, + 1.2561945368361194e-06, + 1.2473832384785055e-06, + 1.238602862940752e-06, + 1.2299080935918028e-06 + ], + "training_efficiencies": [ + 0.0078125, + 0.007294258568435907, + 0.005959194153547287, + 0.05773218348622322, + -0.0007446238887496293, + 0.00016411484102718532, + 0.0004627972957678139, + 0.0006018233834765851, + 0.0006495347479358315, + 0.0006499565206468105, + 0.0006364590371958911, + 0.0006147933308966458, + 0.0005929155158810318, + 0.0005694593419320881, + 0.0005460312240757048, + 0.0005235396092757583, + 0.0005013425252400339, + 0.0004811282269656658, + 0.0004645685257855803, + 0.0004498528433032334, + 0.00043654287583194673, + 0.00042178769945167005, + 0.0004077566845808178, + 0.00039355969056487083, + 0.00037985233939252794, + 0.0003681236121337861, + 0.0003568339452613145, + 0.0003465210902504623, + 0.00033698679180815816, + 0.0003276283969171345, + 0.00031894995481707156, + 0.0003108799865003675, + 0.00030342311947606504, + 0.000296311016427353, + 0.0002893150085583329, + 0.0002826908603310585, + 0.0002766030956991017, + 0.0002705706574488431, + 0.00026479296502657235, + 0.00025914303842000663, + 0.0002538358385208994, + 0.0002487449673935771, + 0.00024403790303040296, + 0.00023956448421813548, + 0.0002351688890485093, + 0.0002308589464519173, + 0.000226564661716111, + 0.00022244556748773903, + 0.0002185057965107262, + 0.00021468881459441036, + 0.00021101342281326652, + 0.00020755859441123903, + 0.00020406354451552033, + 0.00020073111227247864, + 0.00019749168131966144, + 0.0001943448733072728, + 0.0001912834995891899, + 0.00018821567937266082, + 0.00018541952886153013, + 0.00018264717073179781, + 0.00017994082008954138, + 0.00017740273324307054, + 0.00017499245586805046, + 0.0001726414484437555, + 0.00017034354095812887, + 0.00016818102449178696, + 0.0001661146670812741, + 0.00016407367365900427, + 0.0001621665433049202, + 0.0001603391137905419, + 0.00015857635298743844, + 0.00015686405822634697, + 0.00015516896382905543, + 0.00015354398055933416, + 0.0001519420911790803, + 0.00015032831288408488, + 0.00014875522174406797, + 0.00014717481099069118, + 0.00014565479068551213, + 0.00014414098404813558, + 0.0001426444505341351, + 0.0001411921693943441, + 0.0001397938613081351, + 0.00013841096370015293, + 0.00013705372111871839, + 0.00013570096052717417, + 0.00013437402958516032, + 0.00013304720050655305, + 0.00013171086902730167, + 0.00013039787882007658, + 0.0001290849904762581, + 0.00012777528900187463, + 0.0001265126484213397, + 0.00012525923375505954, + 0.00012397606042213738, + 0.00012273082393221557, + 0.00012149163376307115, + 0.000120275974040851, + 0.00011910835019079968, + 0.00011795840691775084, + 0.00011681485193548724, + 0.00011570608330657706, + 0.00011469209130154923, + 0.00011369890125934035, + 0.00011273944255663082, + 0.00011179403372807428, + 0.00011086797894677147, + 0.00010993205069098622, + 0.00010901541827479377, + 0.00010809724335558712, + 0.0001071876467904076, + 0.00010630267934175208, + 0.00010543677490204573, + 0.00010459018812980503, + 0.00010375020792707801, + 0.00010290667705703527, + 0.00010205914441030473, + 0.00010119891521753743, + 0.00010036492312792689, + 9.954603592632338e-05, + 9.872203372651711e-05, + 9.79011892923154e-05, + 9.710896847536787e-05, + 9.63146158028394e-05, + 9.554177813697606e-05, + 9.478456195211038e-05, + 9.405594755662605e-05, + 9.332001354778185e-05, + 9.259919897885993e-05, + 9.186437091557309e-05, + 9.11392635316588e-05, + 9.041726298164576e-05, + 8.967533358372748e-05, + 8.895503560779616e-05, + 8.824773249216378e-05, + 8.756323950365186e-05, + 8.68632341735065e-05, + 8.618421270512044e-05, + 8.551077917218208e-05, + 8.48320487421006e-05, + 8.417484787059948e-05, + 8.352507575182244e-05, + 8.289427205454558e-05, + 8.228074148064479e-05, + 8.166529005393386e-05, + 8.10636774986051e-05, + 8.048574818531051e-05, + 7.992106839083135e-05, + 7.935825851745903e-05, + 7.88008255767636e-05 + ], + "stabilities": [ + 1.0, + -1.0000059604644775, + 1.0, + 1.0, + 0.9600000381469727, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.932367205619812, + 0.9844560027122498, + 0.9894735813140869, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9789302945137024, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9881935715675354, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.991919219493866, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975470304489136, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9582210779190063, + 1.0, + 1.0, + 0.9822601675987244, + 0.991973340511322, + 1.0, + 1.0, + 0.9798439741134644, + 0.9927006959915161, + 1.0, + 0.9726206064224243, + 0.9912869334220886, + 0.9966193437576294, + 1.0, + 1.0, + 0.9887416958808899, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9921115636825562, + 1.0, + 1.0, + 1.0, + 0.9918272495269775, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942501783370972, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906103014945984, + 1.0, + 1.0, + 0.9991718530654907, + 0.9428097605705261, + 1.0, + 0.9912586808204651, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980071783065796, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950477480888367, + 1.0, + 1.0, + 1.0, + 0.9903236031532288, + 1.0, + 0.9980347752571106, + 1.0, + 0.9859523177146912, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966433644294739, + 1.0, + 0.9924790859222412, + 1.0, + 0.995192289352417, + 1.0, + 1.0, + 0.9933655858039856, + 1.0, + 0.9951862692832947, + 0.9964357614517212, + 1.0, + 1.0, + 0.9833912253379822, + 0.999495804309845, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0 + ], + "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 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_df_eval.csv b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..b2e6ceb179569279c277f55c73a62677336d4e4c --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_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 +1.0714285,1.0714285,-0.0072732074,344.82758,10000.0,29.0,625.0,,128.0,0.0002497952,0.1,1.2894944 +0.978022,1.0247252,-0.007505092,588.2353,20000.0,34.0,1250.0,,288.0,0.0002495392,0.1,1.2681744 +1.45,1.1664835,-0.008340126,750.0,30000.0,40.0,1875.0,,448.0,0.0002492832,0.1,1.1984522 +1.96,1.3648627,-0.010641024,851.06384,40000.0,47.0,2500.0,,608.0,0.0002490272,0.1,1.2152193 +1.77,1.4458902,-0.011255523,943.39624,50000.0,53.0,3125.0,,768.0,0.0002487712,0.1,1.2084138 +1.82,1.5082418,-0.009703487,1016.94916,60000.0,59.0,3750.0,,928.0,0.0002485152,0.1,1.1936327 +2.29,1.6199216,-0.012420227,1093.75,70000.0,64.0,4375.0,,1088.0,0.0002482592,0.1,1.2004111 +2.23,1.6961814,-0.015721617,1142.8572,80000.0,70.0,5000.0,,1248.0,0.0002480032,0.1,1.1869478 +2.0,1.729939,-0.014947901,1200.0,90000.0,75.0,5625.0,,1376.0,0.0002477984,0.1,1.1670984 +2.28,1.7849451,-0.013964604,1250.0,100000.0,80.0,6250.0,,1536.0,0.0002475424,0.1,1.1835248 +2.56,1.8554046,-0.013047931,1264.3678,110000.0,87.0,6875.0,,1696.0,0.0002472864,0.1,1.1707327 +3.11,1.9599543,-0.013603963,1304.3478,120000.0,92.0,7500.0,,1856.0,0.0002470304,0.1,1.1818529 +3.56,2.0830348,-0.01188003,1326.5306,130000.0,98.0,8125.0,,2016.0,0.0002467744,0.1,1.1551987 +4.16,2.2313893,-0.013832015,1359.2233,140000.0,103.0,8750.0,,2176.0,0.0002465184,0.1,1.1669872 +4.47,2.38063,-0.010573773,1376.1467,150000.0,109.0,9375.0,,2336.0,0.0002462624,0.1,1.1634104 +4.2,2.4943407,-0.012670819,1403.5088,160000.0,114.0,10000.0,,2496.0,0.0002460064,0.1,1.1134272 +4.44,2.608791,-0.011998193,1416.6666,170000.0,120.0,10625.0,,2656.0,0.0002457504,0.1,1.0957127 +4.77,2.7288582,-0.013737947,1440.0,180000.0,125.0,11250.0,,2784.0,0.0002455456,0.1,1.0961406 +5.16,2.8568132,-0.012911231,1461.5385,190000.0,130.0,11875.0,,2944.0,0.0002452896,0.1,1.0670385 +5.23,2.9754725,-0.011531119,1470.5883,200000.0,136.0,12500.0,,3104.0,0.0002450336,0.1,1.0777268 +5.29,3.0856879,-0.011929522,1478.8733,210000.0,142.0,13125.0,,3264.0,0.0002447776,0.1,1.0575302 +5.79,3.2086112,-0.011171969,1496.5986,220000.0,147.0,13750.0,,3424.0,0.0002445216,0.1,1.0449784 +6.17,3.3373673,-0.00997819,1503.268,230000.0,153.0,14375.0,,3584.0,0.0002442656,0.1,1.0273337 +6.8,3.4816437,-0.012399768,1518.9873,240000.0,158.0,15000.0,,3744.0,0.0002440096,0.1,1.0216377 +7.44,3.639978,-0.0116604725,1524.3903,250000.0,164.0,15625.0,,3904.0,0.0002437536,0.1,0.9988513 +7.79,3.7995944,-0.010140384,1538.4615,260000.0,169.0,16250.0,,4032.0,0.0002435488,0.1,1.0529988 +8.13,3.9599795,-0.007914259,1542.8572,270000.0,175.0,16875.0,,4192.0,0.0002432928,0.1,1.0831459 +8.09,4.10748,-0.011100337,1555.5555,280000.0,180.0,17500.0,,4352.0,0.0002430368,0.1,0.97048664 +8.08,4.244464,-0.008586785,1559.1398,290000.0,186.0,18125.0,,4512.0,0.0002427808,0.1,0.9932394 +8.17,4.3753147,-0.010413964,1562.5,300000.0,192.0,18750.0,,4672.0,0.0002425248,0.1,0.97697854 +8.57,4.510627,-0.011700653,1565.6566,310000.0,198.0,19375.0,,4832.0,0.0002422688,0.1,1.0067216 +8.62,4.6390452,-0.011301281,1576.3547,320000.0,203.0,20000.0,,4992.0,0.0002420128,0.1,0.9452325 +8.86,4.766953,-0.013227582,1586.5385,330000.0,208.0,20625.0,,5152.0,0.0002417568,0.1,0.9843342 +9.11,4.8946896,-0.015123827,1588.785,340000.0,214.0,21250.0,,5312.0,0.0002415008,0.1,1.0007403 +9.04,5.013127,-0.012776474,1598.1735,350000.0,219.0,21875.0,,5440.0,0.000241296,0.1,0.9710673 +9.4,5.1349845,-0.011800873,1607.1428,360000.0,224.0,22500.0,,5600.0,0.00024104,0.1,0.98928493 +9.72,5.2589035,-0.014371214,1608.6957,370000.0,230.0,23125.0,,5760.0,0.000240784,0.1,0.97086656 +9.86,5.3799853,-0.013342377,1610.1694,380000.0,236.0,23750.0,,5920.0,0.000240528,0.1,0.93953013 +9.69,5.4904985,-0.014104307,1618.2572,390000.0,241.0,24375.0,,6080.0,0.000240272,0.1,0.99707896 +9.59,5.592986,-0.014889096,1619.4332,400000.0,247.0,25000.0,,6240.0,0.000240016,0.1,0.9537117 +9.75,5.694377,-0.012513997,1626.9841,410000.0,252.0,25625.0,,6400.0,0.00023976,0.1,0.9703928 +10.07,5.7985587,-0.0129916025,1634.2412,420000.0,257.0,26250.0,,6560.0,0.000239504,0.1,0.9405688 +10.44,5.906499,-0.008161341,1641.2213,430000.0,262.0,26875.0,,6688.0,0.0002392992,0.1,0.9535043 +10.55,6.012033,-0.0091960495,1641.791,440000.0,268.0,27500.0,,6848.0,0.0002390432,0.1,0.942638 +10.81,6.1186543,-0.013511042,1648.3517,450000.0,273.0,28125.0,,7008.0,0.0002387872,0.1,0.95409214 +11.2,6.229119,-0.011241469,1654.6763,460000.0,278.0,28750.0,,7168.0,0.0002385312,0.1,0.8962563 +11.14,6.333606,-0.013171315,1654.9296,470000.0,284.0,29375.0,,7328.0,0.0002382752,0.1,0.94970965 +11.28,6.436655,-0.012154541,1655.1724,480000.0,290.0,30000.0,,7488.0,0.0002380192,0.1,0.9427103 +11.66,6.543254,-0.01477884,1655.4054,490000.0,296.0,30625.0,,7648.0,0.0002377632,0.1,0.88962597 +11.98,6.651989,-0.011441555,1661.1295,500000.0,301.0,31250.0,,7808.0,0.0002375072,0.1,0.8920648 +12.06,6.7580285,-0.0016790312,1661.2378,510000.0,307.0,31875.0,,7968.0,0.0002372512,0.1,0.8975134 +12.46,6.8676815,-0.011301291,1666.6666,520000.0,312.0,32500.0,,8096.0,0.0002370464,0.1,0.8760389 +12.64,6.9765935,-0.010957976,1666.6666,530000.0,318.0,33125.0,,8256.0,0.0002367904,0.1,0.85938907 +12.52,7.079249,-0.013671395,1671.8267,540000.0,323.0,33750.0,,8416.0,0.0002365344,0.1,0.9089981 +12.68,7.181081,-0.012614232,1676.8292,550000.0,328.0,34375.0,,8576.0,0.0002362784,0.1,0.8570808 +12.96,7.2842755,-0.011300228,1676.6467,560000.0,334.0,35000.0,,8736.0,0.0002360224,0.1,0.8532704 +13.45,7.3924465,-0.007959861,1676.4706,570000.0,340.0,35625.0,,8896.0,0.0002357664,0.1,0.8669482 +13.58,7.4991283,-0.007944536,1681.1594,580000.0,345.0,36250.0,,9056.0,0.0002355104,0.1,0.8717662 +13.67,7.603719,-0.0076097655,1680.9116,590000.0,351.0,36875.0,,9216.0,0.0002352544,0.1,0.8701604 +14.29,7.7151575,-0.008040301,1685.3933,600000.0,356.0,37500.0,,9344.0,0.0002350496,0.1,0.86606663 +14.91,7.833106,-0.0117579745,1685.0829,610000.0,362.0,38125.0,,9504.0,0.0002347936,0.1,0.8776753 +14.78,7.9451528,-0.008292148,1684.7826,620000.0,368.0,38750.0,,9664.0,0.0002345376,0.1,0.9086193 +15.04,8.057769,-0.008085839,1684.492,630000.0,374.0,39375.0,,9824.0,0.0002342816,0.1,0.83583546 +15.05,8.167023,-0.011512613,1684.2106,640000.0,380.0,40000.0,,9984.0,0.0002340256,0.1,0.84838855 +15.47,8.279376,-0.011230896,1683.9379,650000.0,386.0,40625.0,,10144.0,0.0002337696,0.1,0.8402669 +15.45,8.388021,-0.008531778,1687.9795,660000.0,391.0,41250.0,,10304.0,0.0002335136,0.1,0.86352813 +15.32,8.491485,-0.006897675,1687.6575,670000.0,397.0,41875.0,,10464.0,0.0002332576,0.1,0.87921107 +15.22,8.590432,-0.009954432,1691.5422,680000.0,402.0,42500.0,,10624.0,0.0002330016,0.1,0.86853814 +15.43,8.689557,-0.008945286,1695.3317,690000.0,407.0,43125.0,,10752.0,0.0002327968,0.1,0.8227568 +15.87,8.792134,-0.013247326,1694.9153,700000.0,413.0,43750.0,,10912.0,0.0002325408,0.1,0.79292655 +16.46,8.900133,-0.009803579,1694.5107,710000.0,419.0,44375.0,,11072.0,0.0002322848,0.1,0.8392662 +16.87,9.010825,-0.009606609,1694.1177,720000.0,425.0,45000.0,,11232.0,0.0002320288,0.1,0.8138691 +17.72,9.130129,-0.012559007,1697.6744,730000.0,430.0,45625.0,,11392.0,0.0002317728,0.1,0.8074649 +17.96,9.249452,-0.004002742,1697.2477,740000.0,436.0,46250.0,,11552.0,0.0002315168,0.1,0.8063752 +18.04,9.366658,-0.009534716,1696.8325,750000.0,442.0,46875.0,,11712.0,0.0002312608,0.1,0.77357316 +18.05,9.480913,-0.009972841,1696.4286,760000.0,448.0,47500.0,,11872.0,0.0002310048,0.1,0.8125558 +18.06,9.59233,-0.010596372,1699.7793,770000.0,453.0,48125.0,,12000.0,0.0002308,0.1,0.745441 +17.37,9.692043,-0.013010313,1699.3464,780000.0,459.0,48750.0,,12160.0,0.000230544,0.1,0.77206945 +17.16,9.786574,-0.0133898305,1698.9247,790000.0,465.0,49375.0,,12320.0,0.000230288,0.1,0.79544246 +17.75,9.886118,-0.008286013,1698.5138,800000.0,471.0,50000.0,,12480.0,0.000230032,0.1,0.79434466 +18.28,9.989746,-0.008952234,1698.1132,810000.0,477.0,50625.0,,12640.0,0.000229776,0.1,0.7034942 +19.13,10.1012125,-0.004858476,1697.7225,820000.0,483.0,51250.0,,12800.0,0.00022952,0.1,0.79300076 +19.19,10.210716,-0.009551579,1697.3416,830000.0,489.0,51875.0,,12960.0,0.000229264,0.1,0.7012461 +20.27,10.33047,-0.011790405,1693.5483,840000.0,496.0,52500.0,,13120.0,0.000229008,0.1,0.7779964 +20.63,10.451641,-0.0071638585,1693.227,850000.0,502.0,53125.0,,13280.0,0.000228752,0.1,0.76851904 +20.82,10.572204,-0.006073544,1692.9133,860000.0,508.0,53750.0,,13408.0,0.0002285472,0.1,0.7800374 +20.79,10.689649,-0.006912819,1692.607,870000.0,514.0,54375.0,,13568.0,0.0002282912,0.1,0.7942383 +20.49,10.801017,-0.0069575678,1692.3077,880000.0,520.0,55000.0,,13728.0,0.0002280352,0.1,0.78790486 +20.84,10.913815,-0.0077006915,1692.0153,890000.0,526.0,55625.0,,13888.0,0.0002277792,0.1,0.7657177 +21.0,11.025883,-0.010936388,1691.7294,900000.0,532.0,56250.0,,14048.0,0.0002275232,0.1,0.70335644 +21.63,11.142412,-0.009775881,1694.5996,910000.0,537.0,56875.0,,14208.0,0.0002272672,0.1,0.76366526 +21.27,11.252495,-0.0061487067,1694.291,920000.0,543.0,57500.0,,14368.0,0.0002270112,0.1,0.68358755 +22.2,11.370209,-0.007337772,1697.0803,930000.0,548.0,58125.0,,14528.0,0.0002267552,0.1,0.6887369 +23.43,11.498506,-0.006700983,1696.7509,940000.0,554.0,58750.0,,14656.0,0.0002265504,0.1,0.73605585 +23.33,11.623047,-0.0037035565,1696.4286,950000.0,560.0,59375.0,,14816.0,0.0002262944,0.1,0.7588892 +23.56,11.747391,-0.0074406895,1699.115,960000.0,565.0,60000.0,,14976.0,0.0002260384,0.1,0.7603743 +23.95,11.87319,-0.0057434207,1698.774,970000.0,571.0,60625.0,,15136.0,0.0002257824,0.1,0.7452106 +23.65,11.993362,-0.010897382,1701.3889,980000.0,576.0,61250.0,,15296.0,0.0002255264,0.1,0.8153459 +24.08,12.115449,-0.008722112,1701.0309,990000.0,582.0,61875.0,,15456.0,0.0002252704,0.1,0.79559445 +23.54,12.229694,-0.0031301894,1700.6803,1000000.0,588.0,62500.0,,15616.0,0.0002250144,0.1,0.75072587 +23.58,12.454781,-0.008214374,1703.2041,1010000.0,593.0,63125.0,,15776.0,0.0002247584,0.1,0.7227637 +23.37,12.6786995,-0.0070731863,1702.838,1020000.0,599.0,63750.0,,15936.0,0.0002245024,0.1,0.7201799 +23.84,12.902599,-0.009577163,1705.298,1030000.0,604.0,64375.0,,16064.0,0.0002242976,0.1,0.76252854 +23.78,13.1208,-0.0074004014,1707.7175,1040000.0,609.0,65000.0,,16224.0,0.0002240416,0.1,0.7222566 +23.59,13.339001,-0.008794537,1707.317,1050000.0,615.0,65625.0,,16384.0,0.0002237856,0.1,0.70849156 +23.74,13.558201,-0.0070276433,1706.9243,1060000.0,621.0,66250.0,,16544.0,0.0002235296,0.1,0.6860068 +23.88,13.774099,-0.0065410994,1709.2651,1070000.0,626.0,66875.0,,16704.0,0.0002232736,0.1,0.7105931 +23.9,13.9908,-0.010047659,1708.8607,1080000.0,632.0,67500.0,,16864.0,0.0002230176,0.1,0.7102035 +24.43,14.2151,-0.007335063,1708.464,1090000.0,638.0,68125.0,,17024.0,0.0002227616,0.1,0.6779045 +24.6,14.438301,-0.0066958643,1708.0746,1100000.0,644.0,68750.0,,17184.0,0.0002225056,0.1,0.690475 +24.5,14.6577015,-0.008424819,1710.3236,1110000.0,649.0,69375.0,,17312.0,0.0002223008,0.1,0.6758191 +25.17,14.8783,-0.0082735075,1709.9237,1120000.0,655.0,70000.0,,17472.0,0.0002220448,0.1,0.69780004 +25.33,15.096,-0.008777877,1706.9486,1130000.0,662.0,70625.0,,17632.0,0.0002217888,0.1,0.6824881 +26.37,15.318099,-0.0048503242,1706.5868,1140000.0,668.0,71250.0,,17792.0,0.0002215328,0.1,0.68831813 +26.55,15.5389,-0.009190396,1706.2314,1150000.0,674.0,71875.0,,17952.0,0.0002212768,0.1,0.65274155 +26.53,15.762199,-0.0029024074,1708.3947,1160000.0,679.0,72500.0,,18112.0,0.0002210208,0.1,0.69522816 +27.03,15.988102,-0.005090012,1708.0292,1170000.0,685.0,73125.0,,18272.0,0.0002207648,0.1,0.67797875 +26.77,16.208101,-0.0055000177,1710.1449,1180000.0,690.0,73750.0,,18432.0,0.0002205088,0.1,0.63714135 +26.85,16.425,-0.005612832,1709.7701,1190000.0,696.0,74375.0,,18592.0,0.0002202528,0.1,0.66065645 +26.95,16.6422,-0.0039624944,1711.8402,1200000.0,701.0,75000.0,,18720.0,0.000220048,0.1,0.72419536 +26.82,16.857498,-0.004155437,1713.881,1210000.0,706.0,75625.0,,18880.0,0.000219792,0.1,0.6586287 +26.82,17.067799,-0.009714145,1713.4832,1220000.0,712.0,76250.0,,19040.0,0.000219536,0.1,0.67093897 +26.46,17.270699,-0.0034417012,1713.0919,1230000.0,718.0,76875.0,,19200.0,0.00021928,0.1,0.69595855 +26.46,17.467299,-0.008598665,1712.7072,1240000.0,724.0,77500.0,,19360.0,0.000219024,0.1,0.67429173 +26.63,17.659199,-0.0052040913,1712.3287,1250000.0,730.0,78125.0,,19520.0,0.000218768,0.1,0.6906462 +26.99,17.851198,-0.006992414,1714.2858,1260000.0,735.0,78750.0,,19680.0,0.000218512,0.1,0.71463436 +26.82,18.0381,-0.003873552,1713.9001,1270000.0,741.0,79375.0,,19840.0,0.000218256,0.1,0.680298 +27.68,18.234001,-0.009779946,1715.8177,1280000.0,746.0,80000.0,,20000.0,0.000218,0.1,0.6758813 +28.26,18.435799,-0.009953078,1717.7097,1290000.0,751.0,80625.0,,20128.0,0.0002177952,0.1,0.62742484 +29.19,18.646,-0.008627228,1717.3052,1300000.0,757.0,81250.0,,20288.0,0.0002175392,0.1,0.63791573 +30.02,18.8605,-0.010230948,1716.907,1310000.0,763.0,81875.0,,20448.0,0.0002172832,0.1,0.6572689 +31.02,19.084501,-0.010632983,1716.515,1320000.0,769.0,82500.0,,20608.0,0.0002170272,0.1,0.71096516 +31.68,19.3127,-0.007536308,1716.129,1330000.0,775.0,83125.0,,20768.0,0.0002167712,0.1,0.68506247 +32.4,19.5456,-0.0066967523,1715.749,1340000.0,781.0,83750.0,,20928.0,0.0002165152,0.1,0.61009014 +33.51,19.790302,-0.003811668,1715.3749,1350000.0,787.0,84375.0,,21088.0,0.0002162592,0.1,0.6297033 +34.07,20.037,-0.0066451645,1715.0063,1360000.0,793.0,85000.0,,21248.0,0.0002160032,0.1,0.6334896 +34.91,20.2889,-0.007919856,1716.792,1370000.0,798.0,85625.0,,21376.0,0.0002157984,0.1,0.68339264 +36.75,20.5578,0.014291054,1716.418,1380000.0,804.0,86250.0,,21536.0,0.0002155424,0.1,0.6755737 +37.06,20.831501,-0.011391444,1718.1705,1390000.0,809.0,86875.0,,21696.0,0.0002152864,0.1,0.70724 +37.42,21.1098,-0.004672699,1717.7914,1400000.0,815.0,87500.0,,21856.0,0.0002150304,0.1,0.60929036 +37.45,21.386799,-0.008122257,1719.5122,1410000.0,820.0,88125.0,,22016.0,0.0002147744,0.1,0.66245973 +38.38,21.669897,-0.009732905,1719.1283,1420000.0,826.0,88750.0,,22176.0,0.0002145184,0.1,0.6002214 +38.55,21.950998,-0.0049335384,1720.8182,1430000.0,831.0,89375.0,,22336.0,0.0002142624,0.1,0.76481724 +38.35,22.229002,-0.009326298,1722.488,1440000.0,836.0,90000.0,,22496.0,0.0002140064,0.1,0.63826406 +38.13,22.5022,-0.006173218,1722.0902,1450000.0,842.0,90625.0,,22656.0,0.0002137504,0.1,0.6808293 +37.98,22.770002,-0.0065299645,1723.7308,1460000.0,847.0,91250.0,,22784.0,0.0002135456,0.1,0.6662711 +38.84,23.046999,-0.0043075182,1725.3522,1470000.0,852.0,91875.0,,22944.0,0.0002132896,0.1,0.65134203 +36.57,23.299902,-0.006272748,1724.9418,1480000.0,858.0,92500.0,,23104.0,0.0002130336,0.1,0.6444535 +37.48,23.5581,0.00020132837,1724.537,1490000.0,864.0,93125.0,,23264.0,0.0002127776,0.1,0.6733601 +36.57,23.804005,-0.011411992,1726.122,1500000.0,869.0,93750.0,,23424.0,0.0002125216,0.1,0.64210546 +36.97,24.0531,-0.0060564713,1723.7443,1510000.0,876.0,94375.0,,23584.0,0.0002122656,0.1,0.6694325 +36.82,24.296701,-0.0046797623,1725.3121,1520000.0,881.0,95000.0,,23744.0,0.0002120096,0.1,0.6302966 +37.02,24.5405,-0.005379418,1724.9154,1530000.0,887.0,95625.0,,23904.0,0.0002117536,0.1,0.735836 +37.16,24.786901,-0.004880648,1726.4574,1540000.0,892.0,96250.0,,24032.0,0.0002115488,0.1,0.64186704 +37.2,25.032103,-0.007337964,1726.0579,1550000.0,898.0,96875.0,,24192.0,0.0002112928,0.1,0.64247847 +37.62,25.278702,-0.003686407,1727.5747,1560000.0,903.0,97500.0,,24352.0,0.0002110368,0.1,0.5939846 +38.56,25.5298,-0.0021173407,1729.0748,1570000.0,908.0,98125.0,,24512.0,0.0002107808,0.1,0.6619512 +39.11,25.785103,-0.0071215215,1730.5586,1580000.0,913.0,98750.0,,24672.0,0.0002105248,0.1,0.6283463 +38.88,26.037205,-0.0025461838,1733.9149,1590000.0,917.0,99375.0,,24832.0,0.0002102688,0.1,0.6631757 +38.49,26.2792,-0.006063352,1735.3579,1600000.0,922.0,100000.0,,24992.0,0.0002100128,0.1,0.615988 +39.37,26.523802,-0.0043648123,1736.7853,1610000.0,927.0,100625.0,,25152.0,0.0002097568,0.1,0.6647951 +38.58,26.761803,-0.0045623933,1740.0645,1620000.0,931.0,101250.0,,25312.0,0.0002095008,0.1,0.6365363 +38.81,26.999504,-0.008276427,1741.453,1630000.0,936.0,101875.0,,25440.0,0.000209296,0.1,0.6401311 +39.71,27.246103,-0.0008289406,1744.6809,1640000.0,940.0,102500.0,,25600.0,0.00020904,0.1,0.5742341 +39.87,27.490103,-0.0019882885,1746.0317,1650000.0,945.0,103125.0,,25760.0,0.000208784,0.1,0.6214187 +40.13,27.7369,-0.0039755357,1747.3684,1660000.0,950.0,103750.0,,25920.0,0.000208528,0.1,0.56140614 +40.39,27.9876,-0.0022725952,1748.691,1670000.0,955.0,104375.0,,26080.0,0.000208272,0.1,0.61609936 +39.77,28.233099,-9.750447e-05,1750.0,1680000.0,960.0,105000.0,,26240.0,0.000208016,0.1,0.6432083 +39.74,28.476198,-0.0030209343,1751.2953,1690000.0,965.0,105625.0,,26400.0,0.00020776,0.1,0.5844029 +40.0,28.7175,-0.006034512,1752.5773,1700000.0,970.0,106250.0,,26560.0,0.000207504,0.1,0.63486177 +40.13,28.954199,-0.0084012365,1755.6469,1710000.0,974.0,106875.0,,26688.0,0.0002072992,0.1,0.57774603 +40.9,29.194496,-0.007746743,1756.8948,1720000.0,979.0,107500.0,,26848.0,0.0002070432,0.1,0.600374 +41.69,29.434198,-0.0006409747,1759.9186,1730000.0,983.0,108125.0,,27008.0,0.0002067872,0.1,0.56915665 +41.56,29.6702,-0.004037139,1761.1335,1740000.0,988.0,108750.0,,27168.0,0.0002065312,0.1,0.5541676 +41.49,29.9047,-0.0018757909,1762.3363,1750000.0,993.0,109375.0,,27328.0,0.0002062752,0.1,0.6432185 +42.53,30.1495,0.0028834597,1763.5271,1760000.0,998.0,110000.0,,27488.0,0.0002060192,0.1,0.58625036 +42.16,30.390501,0.0096762,1766.467,1770000.0,1002.0,110625.0,,27648.0,0.0002057632,0.1,0.60577583 +42.58,30.642601,-0.004932387,1767.6266,1780000.0,1007.0,111250.0,,27808.0,0.0002055072,0.1,0.666568 +43.34,30.904402,-0.004856223,1768.7747,1790000.0,1012.0,111875.0,,27968.0,0.0002052512,0.1,0.57643354 +44.37,31.1706,-0.006881748,1771.6536,1800000.0,1016.0,112500.0,,28096.0,0.0002050464,0.1,0.6083488 +45.91,31.446901,-0.0033234821,1772.7719,1810000.0,1021.0,113125.0,,28256.0,0.0002047904,0.1,0.6058483 +46.56,31.7212,0.0029948128,1775.6097,1820000.0,1025.0,113750.0,,28416.0,0.0002045344,0.1,0.5987631 +47.35,32.002804,-0.0051453686,1776.699,1830000.0,1030.0,114375.0,,28576.0,0.0002042784,0.1,0.6363429 +47.07,32.2708,-0.005683327,1777.7778,1840000.0,1035.0,115000.0,,28736.0,0.0002040224,0.1,0.58966684 +47.39,32.538403,-0.005333727,1778.8462,1850000.0,1040.0,115625.0,,28896.0,0.0002037664,0.1,0.6306106 +47.57,32.8059,-0.0071989186,1779.9043,1860000.0,1045.0,116250.0,,29056.0,0.0002035104,0.1,0.5660393 +47.69,33.0749,-0.0021112156,1780.9524,1870000.0,1050.0,116875.0,,29216.0,0.0002032544,0.1,0.68170565 +49.83,33.3683,-0.0034051666,1783.6813,1880000.0,1054.0,117500.0,,29344.0,0.0002030496,0.1,0.6429447 +49.69,33.6568,-0.00649516,1784.7025,1890000.0,1059.0,118125.0,,29504.0,0.0002027936,0.1,0.58809376 +51.41,33.9609,0.00036930566,1785.7142,1900000.0,1064.0,118750.0,,29664.0,0.0002025376,0.1,0.63448083 +54.32,34.287796,-0.003315659,1786.7166,1910000.0,1069.0,119375.0,,29824.0,0.0002022816,0.1,0.65233445 +53.7,34.6121,-0.0056750975,1789.3756,1920000.0,1073.0,120000.0,,29984.0,0.0002020256,0.1,0.5404811 +52.59,34.916,-0.008661458,1790.3525,1930000.0,1078.0,120625.0,,30144.0,0.0002017696,0.1,0.56055653 +51.34,35.195103,-0.0014206594,1792.976,1940000.0,1082.0,121250.0,,30304.0,0.0002015136,0.1,0.6397456 +51.66,35.478397,-0.0025870972,1793.9282,1950000.0,1087.0,121875.0,,30464.0,0.0002012576,0.1,0.6443178 +53.48,35.7776,-0.004054742,1794.8718,1960000.0,1092.0,122500.0,,30624.0,0.0002010016,0.1,0.6081319 +54.28,36.080902,-0.0064632576,1797.4453,1970000.0,1096.0,123125.0,,30752.0,0.0002007968,0.1,0.6196759 +53.75,36.3819,-0.0069958195,1798.3651,1980000.0,1101.0,123750.0,,30912.0,0.0002005408,0.1,0.62407166 +51.93,36.6604,-0.0062499987,1799.2767,1990000.0,1106.0,124375.0,,31072.0,0.0002002848,0.1,0.61450917 +51.83,36.943302,-0.0025547652,1800.18,2000000.0,1111.0,125000.0,,31232.0,0.0002000288,0.1,0.54400027 +53.14,37.2389,-0.005906336,1801.0753,2010000.0,1116.0,125625.0,,31392.0,0.0001997728,0.1,0.5852462 +54.84,37.5536,-0.0020916706,1803.5714,2020000.0,1120.0,126250.0,,31552.0,0.0001995168,0.1,0.64240444 +52.29,37.8381,-0.004430011,1804.4445,2030000.0,1125.0,126875.0,,31712.0,0.0001992608,0.1,0.57918143 +53.32,38.1335,-0.0079795,1805.3097,2040000.0,1130.0,127500.0,,31872.0,0.0001990048,0.1,0.5927371 +53.31,38.430702,-0.0037707726,1807.7601,2050000.0,1134.0,128125.0,,32000.0,0.0001988,0.1,0.53565913 +57.24,38.7657,-0.0035414037,1808.604,2060000.0,1139.0,128750.0,,32160.0,0.000198544,0.1,0.6066414 +56.44,39.0913,-0.0085171405,1809.4406,2070000.0,1144.0,129375.0,,32320.0,0.000198288,0.1,0.5908515 +56.11,39.413403,-0.009592672,1810.2698,2080000.0,1149.0,130000.0,,32480.0,0.000198032,0.1,0.5283638 +55.34,39.722504,-0.0031812738,1811.0918,2090000.0,1154.0,130625.0,,32640.0,0.000197776,0.1,0.58611166 +58.06,40.057102,-0.003515819,1811.9069,2100000.0,1159.0,131250.0,,32800.0,0.00019752,0.1,0.6033941 +59.18,40.4039,-0.0034487913,1812.7147,2110000.0,1164.0,131875.0,,32960.0,0.000197264,0.1,0.6153573 +61.54,40.7676,0.0028546937,1815.0685,2120000.0,1168.0,132500.0,,33120.0,0.000197008,0.1,0.6007489 +60.5,41.119297,-0.002017676,1815.8568,2130000.0,1173.0,133125.0,,33280.0,0.000196752,0.1,0.5772377 +58.38,41.4394,-0.004631851,1816.6384,2140000.0,1178.0,133750.0,,33408.0,0.0001965472,0.1,0.5974132 +58.58,41.7597,-0.0035782033,1817.4133,2150000.0,1183.0,134375.0,,33568.0,0.0001962912,0.1,0.59989285 +59.02,42.0846,-0.0037590303,1818.1818,2160000.0,1188.0,135000.0,,33728.0,0.0001960352,0.1,0.5641522 +58.66,42.4009,-0.0033891161,1820.4698,2170000.0,1192.0,135625.0,,33888.0,0.0001957792,0.1,0.521783 +55.78,42.691,-0.00017635629,1819.6995,2180000.0,1198.0,136250.0,,34048.0,0.0001955232,0.1,0.52573955 +56.36,42.9861,-0.0016149171,1820.4489,2190000.0,1203.0,136875.0,,34208.0,0.0001952672,0.1,0.5637677 +57.23,43.288902,0.0059612966,1822.7009,2200000.0,1207.0,137500.0,,34368.0,0.0001950112,0.1,0.5019384 +57.45,43.5952,-0.0011564016,1823.4324,2210000.0,1212.0,138125.0,,34528.0,0.0001947552,0.1,0.5369783 +55.89,43.885902,0.0009953135,1825.6578,2220000.0,1216.0,138750.0,,34656.0,0.0001945504,0.1,0.51648575 +51.63,44.137604,-0.0036232364,1826.3718,2230000.0,1221.0,139375.0,,34816.0,0.0001942944,0.1,0.56167376 +51.42,44.387203,-0.008001295,1827.08,2240000.0,1226.0,140000.0,,34976.0,0.0001940384,0.1,0.56453854 +50.97,44.6306,-0.0030118234,1829.2683,2250000.0,1230.0,140625.0,,35136.0,0.0001937824,0.1,0.521758 +50.13,44.861996,0.0015477989,1829.9595,2260000.0,1235.0,141250.0,,35296.0,0.0001935264,0.1,0.55877054 +50.64,45.100204,-0.0018052971,1829.17,2270000.0,1241.0,141875.0,,35456.0,0.0001932704,0.1,0.5093777 +49.9,45.3224,-0.0033140262,1829.8556,2280000.0,1246.0,142500.0,,35616.0,0.0001930144,0.1,0.5470911 +50.37,45.543503,-0.0061734477,1830.5355,2290000.0,1251.0,143125.0,,35776.0,0.0001927584,0.1,0.5804653 +51.93,45.770905,-0.0016838034,1831.2102,2300000.0,1256.0,143750.0,,35936.0,0.0001925024,0.1,0.5212685 +51.76,45.9883,-0.0035256355,1833.3334,2310000.0,1260.0,144375.0,,36064.0,0.0001922976,0.1,0.500609 +51.9,46.197098,0.0013734751,1833.9921,2320000.0,1265.0,145000.0,,36224.0,0.0001920416,0.1,0.5266125 +52.98,46.4101,-0.004511161,1836.0914,2330000.0,1269.0,145625.0,,36384.0,0.0001917856,0.1,0.45402157 +54.89,46.634995,-0.0016319195,1836.7347,2340000.0,1274.0,146250.0,,36544.0,0.0001915296,0.1,0.5490452 +55.52,46.8551,-0.004929497,1835.9375,2350000.0,1280.0,146875.0,,36704.0,0.0001912736,0.1,0.5505924 +58.85,47.1029,-0.00096300524,1836.5759,2360000.0,1285.0,147500.0,,36864.0,0.0001910176,0.1,0.5782526 +59.91,47.352905,0.001106933,1838.6346,2370000.0,1289.0,148125.0,,37024.0,0.0001907616,0.1,0.5520185 +62.88,47.6142,-0.0008333342,1837.8379,2380000.0,1295.0,148750.0,,37184.0,0.0001905056,0.1,0.55633247 +64.12,47.8848,-0.0045821336,1839.8768,2390000.0,1299.0,149375.0,,37312.0,0.0001903008,0.1,0.537454 +64.17,48.152298,-0.00093498826,1840.4908,2400000.0,1304.0,150000.0,,37472.0,0.0001900448,0.1,0.61027956 +65.53,48.4331,-0.00014927005,1841.1001,2410000.0,1309.0,150625.0,,37632.0,0.0001897888,0.1,0.546862 +66.26,48.711895,0.0031194342,1843.1074,2420000.0,1313.0,151250.0,,37792.0,0.0001895328,0.1,0.62777007 +66.59,48.992294,-0.0028688263,1843.7026,2430000.0,1318.0,151875.0,,37952.0,0.0001892768,0.1,0.5182173 +67.83,49.287094,-0.0021436845,1844.2932,2440000.0,1323.0,152500.0,,38112.0,0.0001890208,0.1,0.5560225 +67.03,49.5761,-0.008439743,1844.8795,2450000.0,1328.0,153125.0,,38272.0,0.0001887648,0.1,0.5495986 +65.49,49.851196,0.0017073597,1845.4614,2460000.0,1333.0,153750.0,,38432.0,0.0001885088,0.1,0.54878026 +66.71,50.1299,0.0019769138,1846.0388,2470000.0,1338.0,154375.0,,38592.0,0.0001882528,0.1,0.562289 +65.73,50.421505,0.0038222324,1847.988,2480000.0,1342.0,155000.0,,38720.0,0.000188048,0.1,0.5685706 +66.73,50.714005,-0.00072457513,1848.5524,2490000.0,1347.0,155625.0,,38880.0,0.000187792,0.1,0.562407 +66.75,51.0158,-0.001996401,1849.1124,2500000.0,1352.0,156250.0,,39040.0,0.000187536,0.1,0.56285256 +65.75,51.303604,-0.004092444,1848.3063,2510000.0,1358.0,156875.0,,39200.0,0.00018728,0.1,0.5423691 +65.2,51.587402,-0.004066719,1850.2202,2520000.0,1362.0,157500.0,,39360.0,0.000187024,0.1,0.556129 +64.98,51.867,-0.0029139996,1850.7681,2530000.0,1367.0,158125.0,,39520.0,0.000186768,0.1,0.5863528 +65.26,52.148003,0.00040564616,1851.312,2540000.0,1372.0,158750.0,,39680.0,0.000186512,0.1,0.55985653 +65.32,52.4292,0.0011812561,1851.8518,2550000.0,1377.0,159375.0,,39840.0,0.000186256,0.1,0.61589384 +65.98,52.7128,-0.0011959686,1853.7291,2560000.0,1381.0,160000.0,,40000.0,0.000186,0.1,0.51145405 +65.41,52.9813,0.0012747103,1854.2568,2570000.0,1386.0,160625.0,,40128.0,0.0001857952,0.1,0.55808413 +67.53,53.265503,-0.0056598596,1854.7808,2580000.0,1391.0,161250.0,,40288.0,0.0001855392,0.1,0.46677843 +67.71,53.5538,-0.0049759024,1855.3009,2590000.0,1396.0,161875.0,,40448.0,0.0001852832,0.1,0.5319372 +70.15,53.8704,-0.010447305,1855.8173,2600000.0,1401.0,162500.0,,40608.0,0.0001850272,0.1,0.56026196 +70.95,54.186203,-0.005436339,1856.33,2610000.0,1406.0,163125.0,,40768.0,0.0001847712,0.1,0.5796002 +70.83,54.508705,-0.0030305032,1856.8391,2620000.0,1411.0,163750.0,,40928.0,0.0001845152,0.1,0.64102924 +69.69,54.8175,-0.003410787,1857.3446,2630000.0,1416.0,164375.0,,41088.0,0.0001842592,0.1,0.60551167 +71.09,55.1313,0.006991204,1856.54,2640000.0,1422.0,165000.0,,41248.0,0.0001840032,0.1,0.6053756 +72.43,55.456905,0.018833052,1857.0427,2650000.0,1427.0,165625.0,,41376.0,0.0001837984,0.1,0.5391073 +75.37,55.809303,-0.00033180148,1857.5419,2660000.0,1432.0,166250.0,,41536.0,0.0001835424,0.1,0.61307335 +75.03,56.155697,0.0007117458,1858.0376,2670000.0,1437.0,166875.0,,41696.0,0.0001832864,0.1,0.5407388 +75.19,56.5099,-0.0036731255,1858.5298,2680000.0,1442.0,167500.0,,41856.0,0.0001830304,0.1,0.60134023 +76.97,56.882202,0.004991429,1860.3043,2690000.0,1446.0,168125.0,,42016.0,0.0001827744,0.1,0.60870093 +77.7,57.2592,0.007446748,1860.7856,2700000.0,1451.0,168750.0,,42176.0,0.0001825184,0.1,0.6097994 +75.62,57.6141,-0.00042325718,1861.2638,2710000.0,1456.0,169375.0,,42336.0,0.0001822624,0.1,0.60093176 +75.84,57.9635,-0.002677041,1861.7385,2720000.0,1461.0,170000.0,,42496.0,0.0001820064,0.1,0.59814227 +75.54,58.302002,-0.004455017,1860.9407,2730000.0,1467.0,170625.0,,42656.0,0.0001817504,0.1,0.6370604 +75.02,58.636597,-0.004292476,1862.6785,2740000.0,1471.0,171250.0,,42784.0,0.0001815456,0.1,0.5879892 +74.14,58.963097,-0.0007397752,1864.4067,2750000.0,1475.0,171875.0,,42944.0,0.0001812896,0.1,0.595588 +74.94,59.2872,-0.0020967755,1863.6057,2760000.0,1481.0,172500.0,,43104.0,0.0001810336,0.1,0.63171816 +74.23,59.6079,-0.005614273,1864.0646,2770000.0,1486.0,173125.0,,43264.0,0.0001807776,0.1,0.59762526 +74.72,59.929306,-0.008820518,1864.5205,2780000.0,1491.0,173750.0,,43424.0,0.0001805216,0.1,0.5369899 +72.8,60.2239,-0.0066766553,1864.9733,2790000.0,1496.0,174375.0,,43584.0,0.0001802656,0.1,0.61696136 +71.87,60.4989,-0.005203994,1866.6666,2800000.0,1500.0,175000.0,,43744.0,0.0001800096,0.1,0.5923516 +71.21,60.7519,-0.005000152,1867.1096,2810000.0,1505.0,175625.0,,43904.0,0.0001797536,0.1,0.53500134 +68.99,60.9762,0.0005333027,1867.5497,2820000.0,1510.0,176250.0,,44032.0,0.0001795488,0.1,0.53729045 +71.04,61.213104,-0.0014861774,1869.2206,2830000.0,1514.0,176875.0,,44192.0,0.0001792928,0.1,0.5697326 +72.56,61.468002,-0.00845715,1869.6511,2840000.0,1519.0,177500.0,,44352.0,0.0001790368,0.1,0.55840576 +73.82,61.732304,0.00391033,1871.3066,2850000.0,1523.0,178125.0,,44512.0,0.0001787808,0.1,0.5394893 +71.4,61.9706,-0.0015165436,1870.5035,2860000.0,1529.0,178750.0,,44672.0,0.0001785248,0.1,0.52121377 +73.17,62.225395,-0.0012099487,1870.9257,2870000.0,1534.0,179375.0,,44832.0,0.0001782688,0.1,0.5479789 +74.22,62.469303,-0.0051785996,1871.345,2880000.0,1539.0,180000.0,,44992.0,0.0001780128,0.1,0.63634044 +75.66,62.729,0.003951354,1871.7617,2890000.0,1544.0,180625.0,,45152.0,0.0001777568,0.1,0.5981136 +76.85,62.98341,0.0023606236,1872.1755,2900000.0,1549.0,181250.0,,45312.0,0.0001775008,0.1,0.5705037 +76.08,63.201004,0.0007519582,1873.7926,2910000.0,1553.0,181875.0,,45440.0,0.000177296,0.1,0.59313434 +75.93,63.423306,-0.0015663707,1874.1976,2920000.0,1558.0,182500.0,,45600.0,0.00017704,0.1,0.6381951 +76.92,63.666603,-0.00139866,1874.6001,2930000.0,1563.0,183125.0,,45760.0,0.000176784,0.1,0.51486814 +76.29,63.916103,0.001668505,1875.0,2940000.0,1568.0,183750.0,,45920.0,0.000176528,0.1,0.60477006 +78.33,64.1828,0.001949785,1875.3973,2950000.0,1573.0,184375.0,,46080.0,0.000176272,0.1,0.53105676 +78.51,64.4331,-0.0056133154,1876.9816,2960000.0,1577.0,185000.0,,46240.0,0.000176016,0.1,0.590508 +80.38,64.6941,-0.001889236,1877.3704,2970000.0,1582.0,185625.0,,46400.0,0.00017576,0.1,0.62604153 +81.81,64.9747,0.004926409,1877.7567,2980000.0,1587.0,186250.0,,46560.0,0.000175504,0.1,0.6302886 +81.22,65.2676,-0.0012136627,1879.3212,2990000.0,1591.0,186875.0,,46688.0,0.0001752992,0.1,0.6298293 +80.07,65.55,0.00035914546,1880.8777,3000000.0,1595.0,187500.0,,46848.0,0.0001750432,0.1,0.6576057 +79.6,65.8146,0.0022885506,1881.25,3010000.0,1600.0,188125.0,,47008.0,0.0001747872,0.1,0.6112596 +77.24,66.038605,-0.00013709124,1881.62,3020000.0,1605.0,188750.0,,47168.0,0.0001745312,0.1,0.61391366 +76.47,66.2804,0.0022836067,1881.9875,3030000.0,1610.0,189375.0,,47328.0,0.0001742752,0.1,0.5993584 +76.35,66.51071,-0.00159029,1882.3529,3040000.0,1615.0,190000.0,,47488.0,0.0001740192,0.1,0.562736 +77.14,66.74901,-0.004102718,1882.7161,3050000.0,1620.0,190625.0,,47648.0,0.0001737632,0.1,0.5580803 +81.13,66.98791,0.018176697,1881.9188,3060000.0,1626.0,191250.0,,47808.0,0.0001735072,0.1,0.59730303 +81.16,67.2351,0.0017422835,1883.4355,3070000.0,1630.0,191875.0,,47968.0,0.0001732512,0.1,0.6002491 +81.09,67.4849,0.001612284,1884.945,3080000.0,1634.0,192500.0,,48096.0,0.0001730464,0.1,0.63931257 +76.02,67.691696,-0.0035460647,1885.2959,3090000.0,1639.0,193125.0,,48256.0,0.0001727904,0.1,0.5015027 +77.18,67.882904,0.0030165575,1885.6448,3100000.0,1644.0,193750.0,,48416.0,0.0001725344,0.1,0.6505094 +74.24,68.03351,-0.0049511846,1887.1359,3110000.0,1648.0,194375.0,,48576.0,0.0001722784,0.1,0.61835605 +77.05,68.18861,0.0010372007,1887.4773,3120000.0,1653.0,195000.0,,48736.0,0.0001720224,0.1,0.5732368 +82.28,68.406395,0.015426852,1888.9559,3130000.0,1657.0,195625.0,,48896.0,0.0001717664,0.1,0.6188998 +85.49,68.6775,0.010624003,1888.1539,3140000.0,1663.0,196250.0,,49056.0,0.0001715104,0.1,0.5864059 +88.29,68.9746,0.015872436,1888.4893,3150000.0,1668.0,196875.0,,49216.0,0.0001712544,0.1,0.6172905 +90.86,69.293,0.0027231984,1889.9521,3160000.0,1672.0,197500.0,,49344.0,0.0001710496,0.1,0.6233833 +91.14,69.617805,-0.00015256688,1890.2803,3170000.0,1677.0,198125.0,,49504.0,0.0001707936,0.1,0.6087465 +90.38,69.9638,-0.0002522281,1890.6064,3180000.0,1682.0,198750.0,,49664.0,0.0001705376,0.1,0.6408345 +90.33,70.3035,-0.0002032991,1892.0522,3190000.0,1686.0,199375.0,,49824.0,0.0001702816,0.1,0.63400084 +88.12,70.612404,-0.0019656357,1892.3713,3200000.0,1691.0,200000.0,,49984.0,0.0001700256,0.1,0.5779365 +88.55,70.9234,-0.0007258144,1892.6887,3210000.0,1696.0,200625.0,,50144.0,0.0001697696,0.1,0.6042961 +88.82,71.2527,0.0023478053,1894.1177,3220000.0,1700.0,201250.0,,50304.0,0.0001695136,0.1,0.5887046 +88.06,71.617,0.007189508,1894.4281,3230000.0,1705.0,201875.0,,50464.0,0.0001692576,0.1,0.61012375 +92.02,72.022995,0.01374675,1894.7368,3240000.0,1710.0,202500.0,,50624.0,0.0001690016,0.1,0.64007866 +90.85,72.4218,-0.00042590464,1896.1494,3250000.0,1714.0,203125.0,,50752.0,0.0001687968,0.1,0.6762067 +86.17,72.7822,0.009339562,1896.4514,3260000.0,1719.0,203750.0,,50912.0,0.0001685408,0.1,0.6279003 +86.74,73.1432,0.03169965,1897.8525,3270000.0,1723.0,204375.0,,51072.0,0.0001682848,0.1,0.6346033 +88.58,73.53001,0.0073939255,1898.1482,3280000.0,1728.0,205000.0,,51232.0,0.0001680288,0.1,0.70877635 +85.77,73.884,-0.0029761735,1897.3472,3290000.0,1734.0,205625.0,,51392.0,0.0001677728,0.1,0.68797565 +87.55,74.240204,0.00923026,1897.6423,3300000.0,1739.0,206250.0,,51552.0,0.0001675168,0.1,0.68528694 +90.25,74.6251,0.008273356,1897.9358,3310000.0,1744.0,206875.0,,51712.0,0.0001672608,0.1,0.69596064 +88.13,74.9874,0.006695586,1898.2275,3320000.0,1749.0,207500.0,,51872.0,0.0001670048,0.1,0.71895033 +88.24,75.34,-0.00086471374,1898.5177,3330000.0,1754.0,208125.0,,52000.0,0.0001668,0.1,0.660407 +91.86,75.7097,0.018361067,1898.8062,3340000.0,1759.0,208750.0,,52160.0,0.000166544,0.1,0.6965097 +95.56,76.1101,0.0066337204,1900.1702,3350000.0,1763.0,209375.0,,52320.0,0.000166288,0.1,0.6997144 +95.89,76.4805,0.0076811216,1900.4525,3360000.0,1768.0,210000.0,,52480.0,0.000166032,0.1,0.716033 +92.34,76.8048,-0.005951907,1900.7333,3370000.0,1773.0,210625.0,,52640.0,0.000165776,0.1,0.7320416 +92.57,77.1017,-0.0009956097,1901.0123,3380000.0,1778.0,211250.0,,52800.0,0.00016552,0.1,0.6385007 +94.29,77.4034,0.0040597455,1901.2899,3390000.0,1783.0,211875.0,,52960.0,0.000165264,0.1,0.7531452 +92.87,77.6904,0.004368627,1901.566,3400000.0,1788.0,212500.0,,53120.0,0.000165008,0.1,0.6968036 +86.96,77.9047,-0.00016243011,1901.8405,3410000.0,1793.0,213125.0,,53280.0,0.000164752,0.1,0.6583749 +88.56,78.1277,-0.0029878668,1903.172,3420000.0,1797.0,213750.0,,53408.0,0.0001645472,0.1,0.63456416 +93.69,78.398705,-0.000634773,1903.4407,3430000.0,1802.0,214375.0,,53568.0,0.0001642912,0.1,0.721445 +90.5,78.6254,0.005743417,1903.7078,3440000.0,1807.0,215000.0,,53728.0,0.0001640352,0.1,0.7262298 +91.4,78.869095,0.0079941,1905.0249,3450000.0,1811.0,215625.0,,53888.0,0.0001637792,0.1,0.6523623 +92.08,79.135,0.004173925,1905.2864,3460000.0,1816.0,216250.0,,54048.0,0.0001635232,0.1,0.6457089 +91.69,79.384796,-0.00040345127,1905.5464,3470000.0,1821.0,216875.0,,54208.0,0.0001632672,0.1,0.7113558 +89.89,79.6264,0.009452088,1906.8494,3480000.0,1825.0,217500.0,,54368.0,0.0001630112,0.1,0.653428 +89.42,79.8533,-0.0042459923,1907.1039,3490000.0,1830.0,218125.0,,54528.0,0.0001627552,0.1,0.7012699 +92.41,80.1099,0.011355621,1908.397,3500000.0,1834.0,218750.0,,54656.0,0.0001625504,0.1,0.6654179 +95.54,80.40781,0.01994175,1908.646,3510000.0,1839.0,219375.0,,54816.0,0.0001622944,0.1,0.6563977 +95.04,80.7062,0.0030182095,1908.8937,3520000.0,1844.0,220000.0,,54976.0,0.0001620384,0.1,0.69503725 +94.59,81.002304,-0.0016311945,1909.1401,3530000.0,1849.0,220625.0,,55136.0,0.0001617824,0.1,0.65344846 +95.67,81.3064,-0.0019079805,1910.4155,3540000.0,1853.0,221250.0,,55296.0,0.0001615264,0.1,0.6709116 +96.35,81.6167,0.004618165,1910.6566,3550000.0,1858.0,221875.0,,55456.0,0.0001612704,0.1,0.6673304 +92.97,81.886604,0.019925972,1910.8964,3560000.0,1863.0,222500.0,,55616.0,0.0001610144,0.1,0.5888627 +93.43,82.166794,0.0041812323,1911.1349,3570000.0,1868.0,223125.0,,55776.0,0.0001607584,0.1,0.6072937 +98.2,82.4735,0.024008444,1911.3721,3580000.0,1873.0,223750.0,,55936.0,0.0001605024,0.1,0.6129954 +100.02,82.7966,0.00039445417,1912.6266,3590000.0,1877.0,224375.0,,56064.0,0.0001602976,0.1,0.6439162 +100.53,83.10041,0.0007615879,1913.8756,3600000.0,1881.0,225000.0,,56224.0,0.0001600416,0.1,0.6499139 +100.01,83.391,-0.00063044543,1914.1039,3610000.0,1886.0,225625.0,,56384.0,0.0001597856,0.1,0.67376983 +96.49,83.6476,0.0052013723,1914.331,3620000.0,1891.0,226250.0,,56544.0,0.0001595296,0.1,0.67580676 +97.33,83.924,0.0032749565,1914.557,3630000.0,1896.0,226875.0,,56704.0,0.0001592736,0.1,0.64188194 +94.01,84.15319,0.014773832,1914.7817,3640000.0,1901.0,227500.0,,56864.0,0.0001590176,0.1,0.6097355 +94.81,84.37699,0.0016347725,1915.0052,3650000.0,1906.0,228125.0,,57024.0,0.0001587616,0.1,0.610653 +93.52,84.55849,0.0032814397,1915.2277,3660000.0,1911.0,228750.0,,57184.0,0.0001585056,0.1,0.63964033 +94.81,84.75628,0.003217741,1916.4491,3670000.0,1915.0,229375.0,,57312.0,0.0001583008,0.1,0.67617613 +96.19,84.966286,0.005754631,1917.6654,3680000.0,1919.0,230000.0,,57472.0,0.0001580448,0.1,0.6615011 +97.86,85.17519,0.00040925224,1917.8794,3690000.0,1924.0,230625.0,,57632.0,0.0001577888,0.1,0.62030804 +96.76,85.3658,0.0019011904,1918.0923,3700000.0,1929.0,231250.0,,57792.0,0.0001575328,0.1,0.6111101 +98.94,85.59901,0.003429354,1918.3041,3710000.0,1934.0,231875.0,,57952.0,0.0001572768,0.1,0.5718324 +97.78,85.818405,0.014228183,1918.5146,3720000.0,1939.0,232500.0,,58112.0,0.0001570208,0.1,0.6624722 +101.73,86.080315,-0.0032071797,1917.7378,3730000.0,1945.0,233125.0,,58272.0,0.0001567648,0.1,0.5826758 +101.5,86.345116,0.0008137785,1917.9487,3740000.0,1950.0,233750.0,,58432.0,0.0001565088,0.1,0.5790005 +104.6,86.649704,0.015326291,1918.1586,3750000.0,1955.0,234375.0,,58592.0,0.0001562528,0.1,0.5626314 +111.03,87.0106,0.010976534,1919.3466,3760000.0,1959.0,235000.0,,58720.0,0.000156048,0.1,0.6390164 +112.88,87.3971,0.007027273,1920.5298,3770000.0,1963.0,235625.0,,58880.0,0.000155792,0.1,0.6195017 +114.42,87.7941,0.018886482,1920.7317,3780000.0,1968.0,236250.0,,59040.0,0.000155536,0.1,0.5989341 +115.28,88.2189,0.0089164935,1920.9326,3790000.0,1973.0,236875.0,,59200.0,0.00015528,0.1,0.6714605 +115.31,88.65329,0.0065013245,1920.1617,3800000.0,1979.0,237500.0,,59360.0,0.000155024,0.1,0.5803566 +116.0,89.101204,0.0068794973,1920.3629,3810000.0,1984.0,238125.0,,59520.0,0.000154768,0.1,0.6029969 +120.55,89.61679,0.0017209477,1921.5292,3820000.0,1988.0,238750.0,,59680.0,0.000154512,0.1,0.626682 +120.13,90.1077,0.008245493,1921.7261,3830000.0,1993.0,239375.0,,59840.0,0.000154256,0.1,0.6418212 +119.01,90.5722,0.003344063,1921.9219,3840000.0,1998.0,240000.0,,60000.0,0.000154,0.1,0.60215354 +120.19,91.0359,0.014104536,1922.1168,3850000.0,2003.0,240625.0,,60128.0,0.0001537952,0.1,0.659351 +120.32,91.5251,0.0005135853,1922.3108,3860000.0,2008.0,241250.0,,60288.0,0.0001535392,0.1,0.60018945 +119.07,91.98411,0.013007801,1923.4592,3870000.0,2012.0,241875.0,,60448.0,0.0001532832,0.1,0.609682 +117.29,92.4148,0.0036031757,1923.6489,3880000.0,2017.0,242500.0,,60608.0,0.0001530272,0.1,0.67975295 +116.62,92.8244,0.012970302,1923.8378,3890000.0,2022.0,243125.0,,60768.0,0.0001527712,0.1,0.64994246 +113.49,93.1908,-0.0036110608,1924.0256,3900000.0,2027.0,243750.0,,60928.0,0.0001525152,0.1,0.63280874 +114.4,93.574005,0.002110899,1924.2126,3910000.0,2032.0,244375.0,,61088.0,0.0001522592,0.1,0.60159624 +119.39,94.00859,0.009428326,1924.3987,3920000.0,2037.0,245000.0,,61248.0,0.0001520032,0.1,0.6952702 +118.6,94.4254,0.0033814318,1925.5267,3930000.0,2041.0,245625.0,,61376.0,0.0001517984,0.1,0.675575 +120.56,94.86809,0.004904645,1925.7087,3940000.0,2046.0,246250.0,,61536.0,0.0001515424,0.1,0.6227273 +125.41,95.33889,0.0024924001,1926.8292,3950000.0,2050.0,246875.0,,61696.0,0.0001512864,0.1,0.60896444 +125.35,95.80728,0.005690028,1927.0073,3960000.0,2055.0,247500.0,,61856.0,0.0001510304,0.1,0.62299395 +125.44,96.25789,0.004738258,1928.1205,3970000.0,2059.0,248125.0,,62016.0,0.0001507744,0.1,0.65207255 +128.2,96.721794,0.011614902,1928.2946,3980000.0,2064.0,248750.0,,62176.0,0.0001505184,0.1,0.5921904 +129.3,97.2026,0.0023137527,1928.4679,3990000.0,2069.0,249375.0,,62336.0,0.0001502624,0.1,0.632139 +127.46,97.676506,0.0073169945,1929.5707,4000000.0,2073.0,250000.0,,62496.0,0.0001500064,0.1,0.63259566 +128.81,98.168594,0.021090167,1929.7401,4010000.0,2078.0,250625.0,,62656.0,0.0001497504,0.1,0.644459 +126.87,98.664894,0.0240713,1930.8357,4020000.0,2082.0,251250.0,,62784.0,0.0001495456,0.1,0.54320705 +128.91,99.1893,0.01954569,1931.0015,4030000.0,2087.0,251875.0,,62944.0,0.0001492896,0.1,0.6436455 +133.99,99.7657,0.0046262313,1931.1664,4040000.0,2092.0,252500.0,,63104.0,0.0001490336,0.1,0.64018613 +131.11,100.30541,0.0015907696,1932.252,4050000.0,2096.0,253125.0,,63264.0,0.0001487776,0.1,0.6595592 +131.51,100.80921,0.003410399,1932.4131,4060000.0,2101.0,253750.0,,63424.0,0.0001485216,0.1,0.6316651 +122.68,101.2244,0.013948799,1933.4917,4070000.0,2105.0,254375.0,,63584.0,0.0001482656,0.1,0.6380272 +128.18,101.69529,0.017968839,1932.7333,4080000.0,2111.0,255000.0,,63744.0,0.0001480096,0.1,0.62937725 +130.14,102.23647,0.029767724,1932.8922,4090000.0,2116.0,255625.0,,63904.0,0.0001477536,0.1,0.689822 +130.42,102.768875,0.006552934,1933.9623,4100000.0,2120.0,256250.0,,64032.0,0.0001475488,0.1,0.6958444 +130.84,103.33489,0.007949928,1934.1177,4110000.0,2125.0,256875.0,,64192.0,0.0001472928,0.1,0.6402974 +129.2,103.856384,0.003378592,1934.2723,4120000.0,2130.0,257500.0,,64352.0,0.0001470368,0.1,0.6951026 +128.56,104.31919,-0.0007364355,1934.4263,4130000.0,2135.0,258125.0,,64512.0,0.0001467808,0.1,0.7255335 +129.07,104.75499,0.013847708,1934.5795,4140000.0,2140.0,258750.0,,64672.0,0.0001465248,0.1,0.68205225 +132.65,105.1986,0.0030358995,1934.7319,4150000.0,2145.0,259375.0,,64832.0,0.0001462688,0.1,0.6074436 +128.01,105.5701,0.009360802,1934.8837,4160000.0,2150.0,260000.0,,64992.0,0.0001460128,0.1,0.68578887 +129.1,105.9497,0.010279944,1935.9331,4170000.0,2154.0,260625.0,,65152.0,0.0001457568,0.1,0.70857537 +125.17,106.2976,-0.00020765042,1936.0815,4180000.0,2159.0,261250.0,,65312.0,0.0001455008,0.1,0.72542495 +119.5,106.589294,0.007066044,1936.2292,4190000.0,2164.0,261875.0,,65440.0,0.000145296,0.1,0.7329992 +121.98,106.9279,7.82311e-06,1937.2694,4200000.0,2168.0,262500.0,,65600.0,0.00014504,0.1,0.70265985 +124.05,107.2829,0.010229798,1937.4137,4210000.0,2173.0,263125.0,,65760.0,0.000144784,0.1,0.69705474 +120.32,107.5979,-4.5771536e-05,1937.5574,4220000.0,2178.0,263750.0,,65920.0,0.000144528,0.1,0.69054395 +114.23,107.85961,-9.852409e-05,1938.5885,4230000.0,2182.0,264375.0,,66080.0,0.000144272,0.1,0.6736759 +113.77,108.0771,-0.0057100262,1938.7289,4240000.0,2187.0,265000.0,,66240.0,0.000144016,0.1,0.7149906 +112.29,108.29151,-0.0026945132,1938.8687,4250000.0,2192.0,265625.0,,66400.0,0.00014376,0.1,0.6337127 +109.57,108.5255,0.0215952,1939.8907,4260000.0,2196.0,266250.0,,66560.0,0.000143504,0.1,0.6623758 +118.9,108.84711,0.0061210915,1940.0272,4270000.0,2201.0,266875.0,,66688.0,0.0001432992,0.1,0.69197035 +118.09,109.142204,0.03503845,1940.1632,4280000.0,2206.0,267500.0,,66848.0,0.0001430432,0.1,0.7317363 +117.19,109.45641,0.010905987,1939.4214,4290000.0,2212.0,268125.0,,67008.0,0.0001427872,0.1,0.6226528 +120.13,109.7822,0.019582734,1939.558,4300000.0,2217.0,268750.0,,67168.0,0.0001425312,0.1,0.6566153 +127.4,110.15371,0.013554167,1939.694,4310000.0,2222.0,269375.0,,67328.0,0.0001422752,0.1,0.68170977 +129.9,110.5714,-0.0012775215,1939.8293,4320000.0,2227.0,270000.0,,67488.0,0.0001420192,0.1,0.6597985 +132.79,111.01691,0.032143887,1939.9641,4330000.0,2232.0,270625.0,,67648.0,0.0001417632,0.1,0.65425324 +139.8,111.4963,0.058905087,1940.9661,4340000.0,2236.0,271250.0,,67808.0,0.0001415072,0.1,0.61621636 +143.22,111.9729,0.026365073,1941.0978,4350000.0,2241.0,271875.0,,67968.0,0.0001412512,0.1,0.6596747 +149.03,112.504295,0.0067861285,1942.0935,4360000.0,2245.0,272500.0,,68096.0,0.0001410464,0.1,0.6613003 +146.89,113.0498,0.00444985,1942.2222,4370000.0,2250.0,273125.0,,68256.0,0.0001407904,0.1,0.64832807 +154.94,113.67349,0.0078071333,1942.3503,4380000.0,2255.0,273750.0,,68416.0,0.0001405344,0.1,0.72560585 +161.47,114.34529,0.024266059,1942.4779,4390000.0,2260.0,274375.0,,68576.0,0.0001402784,0.1,0.67881125 +160.65,115.0231,0.018792935,1942.6049,4400000.0,2265.0,275000.0,,68736.0,0.0001400224,0.1,0.68683386 +163.59,115.789406,0.012957967,1942.7313,4410000.0,2270.0,275625.0,,68896.0,0.0001397664,0.1,0.72625893 +166.25,116.5663,0.0364937,1943.7115,4420000.0,2274.0,276250.0,,69056.0,0.0001395104,0.1,0.67686516 +163.34,117.262794,0.020929996,1943.835,4430000.0,2279.0,276875.0,,69216.0,0.0001392544,0.1,0.7161048 +162.48,117.982605,-0.00879673,1944.8094,4440000.0,2283.0,277500.0,,69344.0,0.0001390496,0.1,0.63997686 +163.9,118.70761,0.0086386055,1945.7805,4450000.0,2287.0,278125.0,,69504.0,0.0001387936,0.1,0.7391083 +159.3,119.379814,0.028355056,1945.8988,4460000.0,2292.0,278750.0,,69664.0,0.0001385376,0.1,0.7019067 +158.24,120.04531,0.018132066,1946.0166,4470000.0,2297.0,279375.0,,69824.0,0.0001382816,0.1,0.6743597 +159.28,120.73921,-0.008639306,1946.9796,4480000.0,2301.0,280000.0,,69984.0,0.0001380256,0.1,0.6931429 +163.3,121.478,0.011908743,1947.0945,4490000.0,2306.0,280625.0,,70144.0,0.0001377696,0.1,0.67289025 +161.0,122.16391,0.0043933666,1946.3668,4500000.0,2312.0,281250.0,,70304.0,0.0001375136,0.1,0.6576994 +160.17,122.8102,0.009506824,1946.4825,4510000.0,2317.0,281875.0,,70464.0,0.0001372576,0.1,0.6437633 +156.99,123.429695,0.0037439824,1946.5978,4520000.0,2322.0,282500.0,,70624.0,0.0001370016,0.1,0.6099674 +162.53,124.10911,0.022059249,1947.5494,4530000.0,2326.0,283125.0,,70752.0,0.0001367968,0.1,0.69190025 +156.46,124.717,-0.008218738,1946.8268,4540000.0,2332.0,283750.0,,70912.0,0.0001365408,0.1,0.6308967 +153.74,125.29091,0.009825256,1947.7739,4550000.0,2336.0,284375.0,,71072.0,0.0001362848,0.1,0.64999616 +157.1,125.932205,0.02724183,1947.8855,4560000.0,2341.0,285000.0,,71232.0,0.0001360288,0.1,0.7038208 +157.31,126.571,0.017637437,1947.9966,4570000.0,2346.0,285625.0,,71392.0,0.0001357728,0.1,0.707579 +156.74,127.156395,0.013130792,1948.1072,4580000.0,2351.0,286250.0,,71552.0,0.0001355168,0.1,0.71070194 +156.12,127.71739,0.028742716,1949.0446,4590000.0,2355.0,286875.0,,71712.0,0.0001352608,0.1,0.706088 +159.69,128.30902,0.014706165,1949.1526,4600000.0,2360.0,287500.0,,71872.0,0.0001350048,0.1,0.66120064 +168.05,128.98941,0.011777745,1950.0846,4610000.0,2364.0,288125.0,,72000.0,0.0001348,0.1,0.6563952 +172.19,129.7464,0.043829244,1950.19,4620000.0,2369.0,288750.0,,72160.0,0.000134544,0.1,0.7094594 +177.79,130.55101,0.014429046,1950.2949,4630000.0,2374.0,289375.0,,72320.0,0.000134288,0.1,0.65785027 +176.12,131.37212,0.018160302,1949.5798,4640000.0,2380.0,290000.0,,72480.0,0.000134032,0.1,0.73488605 +169.83,132.1223,-0.0005402147,1950.5033,4650000.0,2384.0,290625.0,,72640.0,0.000133776,0.1,0.67095256 +166.98,132.8569,0.031200571,1950.6069,4660000.0,2389.0,291250.0,,72800.0,0.00013352,0.1,0.6154197 +170.5,133.61382,0.026445135,1950.7101,4670000.0,2394.0,291875.0,,72960.0,0.000133264,0.1,0.75973 +167.46,134.32649,0.0032507202,1950.8129,4680000.0,2399.0,292500.0,,73120.0,0.000133008,0.1,0.7438084 +159.41,134.942,-0.001136971,1951.727,4690000.0,2403.0,293125.0,,73280.0,0.000132752,0.1,0.6896066 +159.52,135.5696,0.0104884505,1951.8273,4700000.0,2408.0,293750.0,,73408.0,0.0001325472,0.1,0.6800963 +154.59,136.1261,0.030619781,1952.7363,4710000.0,2412.0,294375.0,,73568.0,0.0001322912,0.1,0.6920227 +149.82,136.6465,0.0015400781,1952.0265,4720000.0,2418.0,295000.0,,73728.0,0.0001320352,0.1,0.7250607 +148.07,137.10991,0.019537954,1952.1255,4730000.0,2423.0,295625.0,,73888.0,0.0001317792,0.1,0.6996673 +147.84,137.5733,0.016694818,1953.0284,4740000.0,2427.0,296250.0,,74048.0,0.0001315232,0.1,0.7454307 +142.49,137.95221,0.029333368,1953.125,4750000.0,2432.0,296875.0,,74208.0,0.0001312672,0.1,0.7030721 +134.58,138.1877,0.012263106,1953.2212,4760000.0,2437.0,297500.0,,74368.0,0.0001310112,0.1,0.7200562 +133.67,138.3956,-0.0028275906,1953.3169,4770000.0,2442.0,298125.0,,74528.0,0.0001307552,0.1,0.7067174 +128.54,138.5368,0.018435061,1954.2109,4780000.0,2446.0,298750.0,,74656.0,0.0001305504,0.1,0.6943262 +129.49,138.6789,0.02693432,1954.3043,4790000.0,2451.0,299375.0,,74816.0,0.0001302944,0.1,0.6962394 +132.17,138.8475,0.002736611,1954.3973,4800000.0,2456.0,300000.0,,74976.0,0.0001300384,0.1,0.7158716 +127.46,138.9621,0.019656293,1954.49,4810000.0,2461.0,300625.0,,75136.0,0.0001297824,0.1,0.7186979 +122.88,138.9854,0.017921364,1954.5823,4820000.0,2466.0,301250.0,,75296.0,0.0001295264,0.1,0.6841686 +128.16,139.06569,0.0027806223,1954.6742,4830000.0,2471.0,301875.0,,75456.0,0.0001292704,0.1,0.713598 +126.86,139.14421,0.011650966,1955.5555,4840000.0,2475.0,302500.0,,75616.0,0.0001290144,0.1,0.6805852 +128.29,139.2252,0.019720804,1955.6451,4850000.0,2480.0,303125.0,,75776.0,0.0001287584,0.1,0.6961806 +131.98,139.34181,0.012541214,1955.7344,4860000.0,2485.0,303750.0,,75936.0,0.0001285024,0.1,0.6964166 +135.0,139.5011,0.004738539,1956.6091,4870000.0,2489.0,304375.0,,76064.0,0.0001282976,0.1,0.6824772 +133.95,139.66771,0.027242573,1956.696,4880000.0,2494.0,305000.0,,76224.0,0.0001280416,0.1,0.66140616 +132.99,139.8314,0.017561939,1956.7827,4890000.0,2499.0,305625.0,,76384.0,0.0001277856,0.1,0.71007144 +138.67,140.08319,0.017395591,1956.869,4900000.0,2504.0,306250.0,,76544.0,0.0001275296,0.1,0.7160282 +136.94,140.3086,0.017838808,1956.955,4910000.0,2509.0,306875.0,,76704.0,0.0001272736,0.1,0.6820349 +132.39,140.4386,0.018709792,1957.8193,4920000.0,2513.0,307500.0,,76864.0,0.0001270176,0.1,0.65316105 +138.02,140.6328,0.013226298,1957.9031,4930000.0,2518.0,308125.0,,77024.0,0.0001267616,0.1,0.70400536 +141.79,140.8451,0.016760493,1957.9866,4940000.0,2523.0,308750.0,,77184.0,0.0001265056,0.1,0.71963996 +142.35,141.0145,0.012968426,1958.8445,4950000.0,2527.0,309375.0,,77312.0,0.0001263008,0.1,0.6887127 +139.19,141.1529,-0.011218952,1958.9258,4960000.0,2532.0,310000.0,,77472.0,0.0001260448,0.1,0.7403308 +141.06,141.3091,-0.0045328857,1959.0067,4970000.0,2537.0,310625.0,,77632.0,0.0001257888,0.1,0.7640207 +141.09,141.438,0.016913924,1958.3169,4980000.0,2543.0,311250.0,,77792.0,0.0001255328,0.1,0.7200997 +144.96,141.5946,0.02777644,1959.1676,4990000.0,2547.0,311875.0,,77952.0,0.0001252768,0.1,0.62914985 +145.97,141.7797,0.014815055,1959.2477,5000000.0,2552.0,312500.0,,78112.0,0.0001250208,0.1,0.7191559 +144.52,141.9368,0.022053657,1960.0939,5010000.0,2556.0,313125.0,,78272.0,0.0001247648,0.1,0.6933664 +146.77,142.13579,0.01099887,1960.1718,5020000.0,2561.0,313750.0,,78432.0,0.0001245088,0.1,0.6478699 +149.51,142.34178,0.0074327984,1960.2494,5030000.0,2566.0,314375.0,,78592.0,0.0001242528,0.1,0.72639513 +153.07,142.5326,0.019211417,1961.0895,5040000.0,2570.0,315000.0,,78720.0,0.000124048,0.1,0.7021847 +154.25,142.76399,0.024796382,1960.4037,5050000.0,2576.0,315625.0,,78880.0,0.000123792,0.1,0.7186325 +155.36,143.0025,0.02508583,1960.4805,5060000.0,2581.0,316250.0,,79040.0,0.000123536,0.1,0.7526916 +160.09,143.37662,0.020052686,1959.799,5070000.0,2587.0,316875.0,,79200.0,0.00012328,0.1,0.6729424 +158.97,143.6845,0.07838157,1959.8766,5080000.0,2592.0,317500.0,,79360.0,0.000123024,0.1,0.66027224 +156.16,143.9447,0.0070436094,1959.9537,5090000.0,2597.0,318125.0,,79520.0,0.000122768,0.1,0.6657114 +155.21,144.1926,0.017513825,1959.2777,5100000.0,2603.0,318750.0,,79680.0,0.000122512,0.1,0.6988392 +160.72,144.4914,0.043450333,1960.1074,5110000.0,2607.0,319375.0,,79840.0,0.000122256,0.1,0.6545464 +171.0,144.9094,0.035922445,1960.1837,5120000.0,2612.0,320000.0,,80000.0,0.000122,0.1,0.7001202 +176.64,145.3902,0.0054750624,1961.0092,5130000.0,2616.0,320625.0,,80128.0,0.0001217952,0.1,0.6473738 +178.15,145.881,0.017566137,1961.0835,5140000.0,2621.0,321250.0,,80288.0,0.0001215392,0.1,0.72043395 +175.12,146.30571,0.016957808,1961.1577,5150000.0,2626.0,321875.0,,80448.0,0.0001212832,0.1,0.71917796 +173.53,146.76091,0.02303987,1961.2314,5160000.0,2631.0,322500.0,,80608.0,0.0001210272,0.1,0.7247385 +172.36,147.19351,0.02346498,1961.305,5170000.0,2636.0,323125.0,,80768.0,0.0001207712,0.1,0.73915315 +176.23,147.70412,0.023818763,1961.3783,5180000.0,2641.0,323750.0,,80928.0,0.0001205152,0.1,0.7650384 +174.64,148.2555,0.006168579,1962.1929,5190000.0,2645.0,324375.0,,81088.0,0.0001202592,0.1,0.7710055 +168.39,148.7196,0.011511671,1962.2642,5200000.0,2650.0,325000.0,,81248.0,0.0001200032,0.1,0.7941514 +167.4,149.1531,0.01335757,1962.3352,5210000.0,2655.0,325625.0,,81376.0,0.0001197984,0.1,0.77268976 +161.22,149.5621,0.008881416,1963.144,5220000.0,2659.0,326250.0,,81536.0,0.0001195424,0.1,0.7859229 +156.9,149.98882,0.000917954,1962.4766,5230000.0,2665.0,326875.0,,81696.0,0.0001192864,0.1,0.7190003 +157.52,150.4263,0.05565414,1963.2821,5240000.0,2669.0,327500.0,,81856.0,0.0001190304,0.1,0.78542244 +159.35,150.8969,0.005586334,1963.3508,5250000.0,2674.0,328125.0,,82016.0,0.0001187744,0.1,0.8289305 +155.36,151.3548,-0.0012594226,1963.4192,5260000.0,2679.0,328750.0,,82176.0,0.0001185184,0.1,0.7439248 +150.47,151.67049,0.0476913,1963.4873,5270000.0,2684.0,329375.0,,82336.0,0.0001182624,0.1,0.7956338 +148.48,151.97441,0.011538467,1963.5552,5280000.0,2689.0,330000.0,,82496.0,0.0001180064,0.1,0.8409744 +141.44,152.2169,0.014416574,1964.352,5290000.0,2693.0,330625.0,,82656.0,0.0001177504,0.1,0.80431604 +140.67,152.4223,0.0042643314,1964.4181,5300000.0,2698.0,331250.0,,82784.0,0.0001175456,0.1,0.7775286 +144.21,152.59041,0.009414103,1964.4839,5310000.0,2703.0,331875.0,,82944.0,0.0001172896,0.1,0.8000622 +140.91,152.7005,0.013843556,1964.5494,5320000.0,2708.0,332500.0,,83104.0,0.0001170336,0.1,0.78300625 +142.19,152.7945,0.00546248,1965.3392,5330000.0,2712.0,333125.0,,83264.0,0.0001167776,0.1,0.7848651 +144.6,152.8425,0.0059778,1965.4031,5340000.0,2717.0,333750.0,,83424.0,0.0001165216,0.1,0.73645794 +145.79,152.86821,0.016305044,1965.4666,5350000.0,2722.0,334375.0,,83584.0,0.0001162656,0.1,0.67493665 +148.53,152.8632,0.027000194,1965.5299,5360000.0,2727.0,335000.0,,83744.0,0.0001160096,0.1,0.81089556 +150.06,152.8949,0.012249967,1965.593,5370000.0,2732.0,335625.0,,83904.0,0.0001157536,0.1,0.7922187 +153.6,152.8815,0.010474032,1965.6559,5380000.0,2737.0,336250.0,,84032.0,0.0001155488,0.1,0.78282005 +150.79,152.7747,0.024555027,1965.7185,5390000.0,2742.0,336875.0,,84192.0,0.0001152928,0.1,0.75030327 +150.81,152.67628,0.003128789,1965.7809,5400000.0,2747.0,337500.0,,84352.0,0.0001150368,0.1,0.8012654 +155.59,152.59628,0.040294066,1965.843,5410000.0,2752.0,338125.0,,84512.0,0.0001147808,0.1,0.7522716 +155.08,152.48459,0.02451616,1965.905,5420000.0,2757.0,338750.0,,84672.0,0.0001145248,0.1,0.71924245 +154.36,152.39479,0.0029072347,1966.6787,5430000.0,2761.0,339375.0,,84832.0,0.0001142688,0.1,0.81499755 +159.06,152.36061,-0.0019080845,1966.739,5440000.0,2766.0,340000.0,,84992.0,0.0001140128,0.1,0.7535528 +163.77,152.3593,0.024292279,1967.509,5450000.0,2770.0,340625.0,,85152.0,0.0001137568,0.1,0.79027367 +161.77,152.38399,0.004944824,1967.5676,5460000.0,2775.0,341250.0,,85312.0,0.0001135008,0.1,0.7798004 +166.82,152.46979,0.021639472,1968.334,5470000.0,2779.0,341875.0,,85440.0,0.000113296,0.1,0.76300514 +174.17,152.6187,0.025469465,1968.3907,5480000.0,2784.0,342500.0,,85600.0,0.00011304,0.1,0.7925676 +172.57,152.71141,0.003811937,1968.4475,5490000.0,2789.0,343125.0,,85760.0,0.000112784,0.1,0.7459067 +171.02,152.8116,-0.002194861,1968.5039,5500000.0,2794.0,343750.0,,85920.0,0.000112528,0.1,0.8120066 +168.87,152.8986,0.023197804,1968.5602,5510000.0,2799.0,344375.0,,86080.0,0.000112272,0.1,0.7523172 +166.19,152.9906,0.016440125,1968.6162,5520000.0,2804.0,345000.0,,86240.0,0.000112016,0.1,0.6820631 +170.88,153.0741,0.01597899,1969.3732,5530000.0,2808.0,345625.0,,86400.0,0.00011176,0.1,0.7474638 +175.97,153.2692,0.0011851386,1969.4276,5540000.0,2813.0,346250.0,,86560.0,0.000111504,0.1,0.84459496 +169.62,153.42801,0.028276023,1970.181,5550000.0,2817.0,346875.0,,86688.0,0.0001112992,0.1,0.7360893 +167.49,153.5319,0.016028004,1970.2339,5560000.0,2822.0,347500.0,,86848.0,0.0001110432,0.1,0.74746686 +164.83,153.60712,0.008242713,1970.2865,5570000.0,2827.0,348125.0,,87008.0,0.0001107872,0.1,0.7153149 +167.44,153.71411,0.012098699,1971.0349,5580000.0,2831.0,348750.0,,87168.0,0.0001105312,0.1,0.688695 +167.93,153.83221,0.0059210695,1971.086,5590000.0,2836.0,349375.0,,87328.0,0.0001102752,0.1,0.7050344 +172.47,153.96,0.032625824,1971.137,5600000.0,2841.0,350000.0,,87488.0,0.0001100192,0.1,0.7203223 +174.0,154.0195,0.015976356,1971.1876,5610000.0,2846.0,350625.0,,87648.0,0.0001097632,0.1,0.7663796 +176.6,154.06358,0.019924546,1971.2382,5620000.0,2851.0,351250.0,,87808.0,0.0001095072,0.1,0.8535739 +173.22,154.01788,0.01246999,1971.2886,5630000.0,2856.0,351875.0,,87968.0,0.0001092512,0.1,0.75777143 +172.48,153.9815,0.036716066,1971.3387,5640000.0,2861.0,352500.0,,88096.0,0.0001090464,0.1,0.7494715 +169.93,153.98248,0.00843455,1972.0768,5650000.0,2865.0,353125.0,,88256.0,0.0001087904,0.1,0.77209467 +173.85,154.0512,0.013789901,1972.1255,5660000.0,2870.0,353750.0,,88416.0,0.0001085344,0.1,0.6938343 +176.05,154.10669,0.007469572,1972.174,5670000.0,2875.0,354375.0,,88576.0,0.0001082784,0.1,0.74889576 +175.13,154.1834,0.013728087,1972.2222,5680000.0,2880.0,355000.0,,88736.0,0.0001080224,0.1,0.7231965 +176.17,154.35098,0.020152,1971.5869,5690000.0,2886.0,355625.0,,88896.0,0.0001077664,0.1,0.7850566 +175.15,154.50731,-0.0046509393,1971.6361,5700000.0,2891.0,356250.0,,89056.0,0.0001075104,0.1,0.78084373 +175.39,154.71529,0.025646763,1971.685,5710000.0,2896.0,356875.0,,89216.0,0.0001072544,0.1,0.7286433 +179.53,155.0124,0.012466027,1972.4138,5720000.0,2900.0,357500.0,,89344.0,0.0001070496,0.1,0.7354523 +181.09,155.34259,0.0149523,1972.4613,5730000.0,2905.0,358125.0,,89504.0,0.0001067936,0.1,0.7415963 +184.41,155.7083,0.045280155,1972.5085,5740000.0,2910.0,358750.0,,89664.0,0.0001065376,0.1,0.684517 +186.96,156.15302,-0.0007552842,1972.5558,5750000.0,2915.0,359375.0,,89824.0,0.0001062816,0.1,0.7948992 +187.15,156.6787,0.024248984,1971.9274,5760000.0,2921.0,360000.0,,89984.0,0.0001060256,0.1,0.637973 +183.36,157.1756,0.029158244,1971.9753,5770000.0,2926.0,360625.0,,90144.0,0.0001057696,0.1,0.77895993 +182.12,157.71141,0.014155298,1972.0232,5780000.0,2931.0,361250.0,,90304.0,0.0001055136,0.1,0.78433007 +176.41,158.1806,0.018308925,1972.0708,5790000.0,2936.0,361875.0,,90464.0,0.0001052576,0.1,0.73865235 +179.4,158.65291,0.007609635,1972.1183,5800000.0,2941.0,362500.0,,90624.0,0.0001050016,0.1,0.77717555 +177.56,159.1539,0.006029269,1972.1656,5810000.0,2946.0,363125.0,,90752.0,0.0001047968,0.1,0.76889426 +176.49,159.69,0.010639267,1972.8813,5820000.0,2950.0,363750.0,,90912.0,0.0001045408,0.1,0.7014954 +174.02,160.14859,0.0033900407,1972.9272,5830000.0,2955.0,364375.0,,91072.0,0.0001042848,0.1,0.79654837 +174.54,160.6254,0.021746682,1972.973,5840000.0,2960.0,365000.0,,91232.0,0.0001040288,0.1,0.7365664 +172.15,161.064,0.01188924,1973.0186,5850000.0,2965.0,365625.0,,91392.0,0.0001037728,0.1,0.6921886 +177.98,161.524,0.004210934,1973.064,5860000.0,2970.0,366250.0,,91552.0,0.0001035168,0.1,0.7718469 +175.92,161.9332,0.012772757,1973.1093,5870000.0,2975.0,366875.0,,91712.0,0.0001032608,0.1,0.76334834 +175.4,162.34772,0.0051339674,1973.1544,5880000.0,2980.0,367500.0,,91872.0,0.0001030048,0.1,0.7865234 +172.09,162.73871,-8.440751e-06,1973.8606,5890000.0,2984.0,368125.0,,92000.0,0.0001028,0.1,0.8032448 +168.68,163.03879,0.007670704,1973.9043,5900000.0,2989.0,368750.0,,92160.0,0.000102544,0.1,0.70733076 +161.68,163.2862,0.015222805,1973.9479,5910000.0,2994.0,369375.0,,92320.0,0.000102288,0.1,0.77342165 +160.5,163.56729,0.00190486,1973.9913,5920000.0,2999.0,370000.0,,92480.0,0.000102032,0.1,0.79290545 +159.4,163.7811,0.031217458,1974.0347,5930000.0,3004.0,370625.0,,92640.0,0.000101776,0.1,0.6957989 +158.84,163.9516,0.025799738,1974.734,5940000.0,3008.0,371250.0,,92800.0,0.00010152,0.1,0.70978874 +164.04,164.1685,-0.0032429013,1974.776,5950000.0,3013.0,371875.0,,92960.0,0.000101264,0.1,0.78914535 +161.42,164.39081,0.0490315,1974.8177,5960000.0,3018.0,372500.0,,93120.0,0.000101008,0.1,0.6959876 +161.64,164.5966,0.017623015,1974.8594,5970000.0,3023.0,373125.0,,93280.0,0.000100752,0.1,0.7306969 +167.12,164.85689,0.00731755,1975.5533,5980000.0,3027.0,373750.0,,93408.0,0.0001005472,0.1,0.75625014 +163.21,165.0394,0.0196894,1975.5936,5990000.0,3032.0,374375.0,,93568.0,0.0001002912,0.1,0.7121341 +164.97,165.2294,0.020291934,1975.6338,6000000.0,3037.0,375000.0,,93728.0,0.0001000352,0.1,0.7154233 +167.58,165.46,0.02014503,1976.3236,6010000.0,3041.0,375625.0,,93888.0,9.97792e-05,0.1,0.7955115 +168.15,165.67381,0.025821388,1976.3624,6020000.0,3046.0,376250.0,,94048.0,9.95232e-05,0.1,0.75841737 +170.61,165.88478,0.025046464,1977.0492,6030000.0,3050.0,376875.0,,94208.0,9.92672e-05,0.1,0.69714725 +179.96,166.15372,0.033872038,1977.0868,6040000.0,3055.0,377500.0,,94368.0,9.90112e-05,0.1,0.7818321 +182.77,166.4389,0.009645882,1977.1241,6050000.0,3060.0,378125.0,,94528.0,9.87552e-05,0.1,0.7557769 +182.87,166.71399,-0.0012265854,1977.8068,6060000.0,3064.0,378750.0,,94656.0,9.85504e-05,0.1,0.7255017 +188.82,167.00128,0.041507706,1977.8429,6070000.0,3069.0,379375.0,,94816.0,9.82944e-05,0.1,0.68207765 +196.01,167.3717,0.012719887,1977.879,6080000.0,3074.0,380000.0,,94976.0,9.80384e-05,0.1,0.768863 +200.37,167.81378,0.049599715,1978.5575,6090000.0,3078.0,380625.0,,95136.0,9.77824e-05,0.1,0.74498075 +202.46,168.28632,0.017413141,1978.5923,6100000.0,3083.0,381250.0,,95296.0,9.75264e-05,0.1,0.6935057 +208.85,168.7676,0.0069618565,1978.627,6110000.0,3088.0,381875.0,,95456.0,9.72704e-05,0.1,0.78709257 +206.72,169.1248,0.017293172,1978.6615,6120000.0,3093.0,382500.0,,95616.0,9.70144e-05,0.1,0.74668205 +215.36,169.51201,0.01161008,1978.6959,6130000.0,3098.0,383125.0,,95776.0,9.67584e-05,0.1,0.80092204 +213.8,169.8685,0.016330764,1978.7302,6140000.0,3103.0,383750.0,,95936.0,9.65024e-05,0.1,0.7793447 +211.84,170.2357,0.031554095,1979.4014,6150000.0,3107.0,384375.0,,96064.0,9.62976e-05,0.1,0.66977096 +223.11,170.7315,0.010608522,1980.0707,6160000.0,3111.0,385000.0,,96224.0,9.60416e-05,0.1,0.7655295 +217.48,171.18271,0.0018585838,1980.1027,6170000.0,3116.0,385625.0,,96384.0,9.57856e-05,0.1,0.7972099 +208.35,171.5039,0.016235044,1980.1345,6180000.0,3121.0,386250.0,,96544.0,9.55296e-05,0.1,0.82049376 +202.34,171.7809,0.0051729754,1980.8,6190000.0,3125.0,386875.0,,96704.0,9.52736e-05,0.1,0.7332354 +196.14,172.0584,0.065889426,1980.8307,6200000.0,3130.0,387500.0,,96864.0,9.50176e-05,0.1,0.7006197 +191.98,172.30421,0.030313324,1980.8612,6210000.0,3135.0,388125.0,,97024.0,9.47616e-05,0.1,0.8072612 +193.6,172.62802,0.016209114,1980.8917,6220000.0,3140.0,388750.0,,97184.0,9.45056e-05,0.1,0.7650236 +185.6,172.915,0.028879568,1981.5521,6230000.0,3144.0,389375.0,,97312.0,9.43008e-05,0.1,0.7108034 +181.22,173.15201,0.038607005,1982.2109,6240000.0,3148.0,390000.0,,97472.0,9.40448e-05,0.1,0.78062916 +181.28,173.37129,0.0021821172,1982.2391,6250000.0,3153.0,390625.0,,97632.0,9.37888e-05,0.1,0.77731574 +171.0,173.52771,0.010736594,1982.2672,6260000.0,3158.0,391250.0,,97792.0,9.35328e-05,0.1,0.79147834 +170.13,173.72432,0.0130686965,1982.2953,6270000.0,3163.0,391875.0,,97952.0,9.32768e-05,0.1,0.7478677 +167.38,173.91331,0.013390357,1982.3232,6280000.0,3168.0,392500.0,,98112.0,9.30208e-05,0.1,0.74907786 +163.77,174.1366,0.03242351,1982.3511,6290000.0,3173.0,393125.0,,98272.0,9.27648e-05,0.1,0.7509168 +167.37,174.40361,0.032175362,1982.3789,6300000.0,3178.0,393750.0,,98432.0,9.25088e-05,0.1,0.7804269 +166.16,174.6231,-0.0045839204,1981.7839,6310000.0,3184.0,394375.0,,98592.0,9.22528e-05,0.1,0.76372194 +158.3,174.797,0.0156071335,1982.4341,6320000.0,3188.0,395000.0,,98720.0,9.2048e-05,0.1,0.7562328 +156.6,174.9411,0.020295389,1982.4617,6330000.0,3193.0,395625.0,,98880.0,9.1792e-05,0.1,0.7432607 +170.64,175.2015,0.0045449855,1982.489,6340000.0,3198.0,396250.0,,99040.0,9.1536e-05,0.1,0.79992497 +171.64,175.46002,0.011949721,1981.8976,6350000.0,3204.0,396875.0,,99200.0,9.128e-05,0.1,0.7660105 +172.51,175.6998,-0.00529562,1981.9258,6360000.0,3209.0,397500.0,,99360.0,9.1024e-05,0.1,0.8122995 +171.3,175.9122,0.025663428,1981.954,6370000.0,3214.0,398125.0,,99520.0,9.0768e-05,0.1,0.8105091 +171.95,176.09569,0.013612114,1981.9819,6380000.0,3219.0,398750.0,,99680.0,9.0512e-05,0.1,0.8016107 +172.7,176.31479,-0.0010601602,1982.0099,6390000.0,3224.0,399375.0,,99840.0,9.0256e-05,0.1,0.76892126 +170.11,176.50777,0.03823051,1982.6519,6400000.0,3228.0,400000.0,,100000.0,9e-05,0.1,0.73910844 +173.52,176.68707,0.019214995,1982.6786,6410000.0,3233.0,400625.0,,100128.0,8.97952e-05,0.1,0.80770785 +179.02,176.92647,0.029953266,1983.3179,6420000.0,3237.0,401250.0,,100288.0,8.95392e-05,0.1,0.79693526 +171.92,177.1021,0.0123502575,1983.3436,6430000.0,3242.0,401875.0,,100448.0,8.92832e-05,0.1,0.8049892 +174.0,177.25151,0.043003075,1982.7587,6440000.0,3248.0,402500.0,,100608.0,8.90272e-05,0.1,0.754016 +176.1,177.37479,0.00809727,1982.7852,6450000.0,3253.0,403125.0,,100768.0,8.87712e-05,0.1,0.72140825 +180.91,177.5662,0.051433265,1982.8115,6460000.0,3258.0,403750.0,,100928.0,8.85152e-05,0.1,0.7718164 +181.5,177.71298,0.016201075,1982.8379,6470000.0,3263.0,404375.0,,101088.0,8.82592e-05,0.1,0.7614203 +188.36,177.8549,0.036784284,1982.8641,6480000.0,3268.0,405000.0,,101248.0,8.80032e-05,0.1,0.7920568 +189.39,178.0231,0.015221184,1983.4963,6490000.0,3272.0,405625.0,,101376.0,8.77984e-05,0.1,0.8146109 +181.01,178.12299,0.050823774,1983.5215,6500000.0,3277.0,406250.0,,101536.0,8.75424e-05,0.1,0.78394866 +183.99,178.2742,0.024881558,1983.5466,6510000.0,3282.0,406875.0,,101696.0,8.72864e-05,0.1,0.73984885 +188.06,178.4929,0.008716477,1983.5717,6520000.0,3287.0,407500.0,,101856.0,8.70304e-05,0.1,0.7624734 +192.12,178.7053,0.03853702,1983.5966,6530000.0,3292.0,408125.0,,102016.0,8.67744e-05,0.1,0.77357066 +191.53,178.86089,0.0007660728,1983.6215,6540000.0,3297.0,408750.0,,102176.0,8.65184e-05,0.1,0.80266225 +189.86,179.06328,0.029453967,1983.6462,6550000.0,3302.0,409375.0,,102336.0,8.62624e-05,0.1,0.8569535 +189.13,179.2797,0.018502682,1983.671,6560000.0,3307.0,410000.0,,102496.0,8.60064e-05,0.1,0.7429875 +193.07,179.5621,0.008454358,1983.6957,6570000.0,3312.0,410625.0,,102656.0,8.57504e-05,0.1,0.7675131 +192.05,179.8082,0.030764228,1984.3185,6580000.0,3316.0,411250.0,,102784.0,8.55456e-05,0.1,0.75673485 +198.22,180.11111,0.032893836,1984.9398,6590000.0,3320.0,411875.0,,102944.0,8.52896e-05,0.1,0.76819885 +199.17,180.37813,-0.006365485,1984.9624,6600000.0,3325.0,412500.0,,103104.0,8.50336e-05,0.1,0.8533782 +198.46,180.62274,0.04130962,1984.985,6610000.0,3330.0,413125.0,,103264.0,8.47776e-05,0.1,0.79284984 +191.74,180.77412,0.018931417,1985.6029,6620000.0,3334.0,413750.0,,103424.0,8.45216e-05,0.1,0.76690805 +185.07,180.89262,0.00801125,1985.6244,6630000.0,3339.0,414375.0,,103584.0,8.42656e-05,0.1,0.8341305 +183.36,181.0014,0.04492634,1986.2399,6640000.0,3343.0,415000.0,,103744.0,8.40096e-05,0.1,0.75770473 +184.67,181.14879,0.01108552,1986.2605,6650000.0,3348.0,415625.0,,103904.0,8.37536e-05,0.1,0.8395176 +187.24,181.2827,0.013403705,1986.8735,6660000.0,3352.0,416250.0,,104032.0,8.35488e-05,0.1,0.7802469 +188.81,181.4103,0.00643212,1986.8931,6670000.0,3357.0,416875.0,,104192.0,8.32928e-05,0.1,0.7959 +186.56,181.52461,0.0237548,1986.9126,6680000.0,3362.0,417500.0,,104352.0,8.30368e-05,0.1,0.7461736 +184.37,181.6066,0.011147641,1987.5223,6690000.0,3366.0,418125.0,,104512.0,8.27808e-05,0.1,0.75676084 +182.15,181.6766,0.05104191,1987.5408,6700000.0,3371.0,418750.0,,104672.0,8.25248e-05,0.1,0.75792444 +187.09,181.7936,0.009295522,1987.5592,6710000.0,3376.0,419375.0,,104832.0,8.22688e-05,0.1,0.77088237 +189.33,181.89159,0.043546308,1988.1656,6720000.0,3380.0,420000.0,,104992.0,8.20128e-05,0.1,0.6889033 +191.68,181.9975,0.020391533,1988.1831,6730000.0,3385.0,420625.0,,105152.0,8.17568e-05,0.1,0.8047993 +192.22,182.0756,0.023922633,1988.2006,6740000.0,3390.0,421250.0,,105312.0,8.15008e-05,0.1,0.76435083 +192.77,182.13371,0.03221461,1988.8037,6750000.0,3394.0,421875.0,,105440.0,8.1296e-05,0.1,0.785722 +189.89,182.16112,0.010699687,1988.8202,6760000.0,3399.0,422500.0,,105600.0,8.104e-05,0.1,0.794068 +189.71,182.22462,0.032512024,1988.8367,6770000.0,3404.0,423125.0,,105760.0,8.0784e-05,0.1,0.76243675 +197.0,182.37341,0.012103047,1989.4366,6780000.0,3408.0,423750.0,,105920.0,8.0528e-05,0.1,0.808205 +194.16,182.55092,0.031352203,1989.4521,6790000.0,3413.0,424375.0,,106080.0,8.0272e-05,0.1,0.8038119 +198.81,182.74503,0.02554676,1989.4675,6800000.0,3418.0,425000.0,,106240.0,8.0016e-05,0.1,0.82016695 +196.31,182.9325,-0.0062975935,1989.4829,6810000.0,3423.0,425625.0,,106400.0,7.976e-05,0.1,0.8053678 +195.06,183.11823,0.017259369,1989.4983,6820000.0,3428.0,426250.0,,106560.0,7.9504e-05,0.1,0.80098253 +182.94,183.20743,0.026176129,1989.5135,6830000.0,3433.0,426875.0,,106688.0,7.92992e-05,0.1,0.7997631 +184.95,183.31151,0.024950467,1990.1077,6840000.0,3437.0,427500.0,,106848.0,7.90432e-05,0.1,0.85310054 +182.38,183.4138,0.049801446,1990.1221,6850000.0,3442.0,428125.0,,107008.0,7.87872e-05,0.1,0.7040992 +185.34,183.48738,0.0005715253,1989.5592,6860000.0,3448.0,428750.0,,107168.0,7.85312e-05,0.1,0.87152064 +185.48,183.583,0.015382212,1989.5743,6870000.0,3453.0,429375.0,,107328.0,7.82752e-05,0.1,0.79189956 +176.96,183.59862,0.020678297,1989.5894,6880000.0,3458.0,430000.0,,107488.0,7.80192e-05,0.1,0.7269833 +177.54,183.6531,-0.0043857973,1989.6044,6890000.0,3463.0,430625.0,,107648.0,7.77632e-05,0.1,0.77648 +176.33,183.72958,0.029712211,1990.1932,6900000.0,3467.0,431250.0,,107808.0,7.75072e-05,0.1,0.70083547 +182.94,183.94218,0.016142257,1990.2074,6910000.0,3472.0,431875.0,,107968.0,7.72512e-05,0.1,0.7858918 +182.31,184.1603,0.010902066,1990.7941,6920000.0,3476.0,432500.0,,108096.0,7.70464e-05,0.1,0.8519173 +183.23,184.39862,0.031399,1990.8073,6930000.0,3481.0,433125.0,,108256.0,7.67904e-05,0.1,0.7704131 +188.84,184.6986,0.053540483,1990.8204,6940000.0,3486.0,433750.0,,108416.0,7.65344e-05,0.1,0.7548545 +184.93,184.9075,0.035065785,1991.404,6950000.0,3490.0,434375.0,,108576.0,7.62784e-05,0.1,0.8452114 +183.0,185.1233,0.010107646,1991.4163,6960000.0,3495.0,435000.0,,108736.0,7.60224e-05,0.1,0.8802302 +179.71,185.304,0.027243981,1991.4286,6970000.0,3500.0,435625.0,,108896.0,7.57664e-05,0.1,0.81031847 +186.3,185.49582,0.011372626,1992.0092,6980000.0,3504.0,436250.0,,109056.0,7.55104e-05,0.1,0.7904704 +194.2,185.80571,0.009250626,1992.0205,6990000.0,3509.0,436875.0,,109216.0,7.52544e-05,0.1,0.7087536 +203.22,186.18822,0.03721483,1992.5989,7000000.0,3513.0,437500.0,,109344.0,7.50496e-05,0.1,0.8533605 +205.25,186.5649,0.020368122,1992.6095,7010000.0,3518.0,438125.0,,109504.0,7.47936e-05,0.1,0.83255655 +204.55,186.92891,0.025545876,1992.6199,7020000.0,3523.0,438750.0,,109664.0,7.45376e-05,0.1,0.8009522 +205.63,187.27911,0.0462363,1992.6304,7030000.0,3528.0,439375.0,,109824.0,7.42816e-05,0.1,0.7052001 +209.34,187.5729,0.019146638,1992.6409,7040000.0,3533.0,440000.0,,109984.0,7.40256e-05,0.1,0.82399035 +216.39,187.90912,0.022835774,1992.6512,7050000.0,3538.0,440625.0,,110144.0,7.37696e-05,0.1,0.73757255 +212.13,188.20172,0.02825701,1993.2241,7060000.0,3542.0,441250.0,,110304.0,7.35136e-05,0.1,0.69432795 +213.73,188.45082,0.0018307458,1993.2338,7070000.0,3547.0,441875.0,,110464.0,7.32576e-05,0.1,0.8339524 +212.56,188.61633,0.013626052,1993.2433,7080000.0,3552.0,442500.0,,110624.0,7.30016e-05,0.1,0.7644715 +209.06,188.70322,0.047318883,1993.8132,7090000.0,3556.0,443125.0,,110752.0,7.27968e-05,0.1,0.6602234 +219.17,188.87032,0.012396757,1993.8219,7100000.0,3561.0,443750.0,,110912.0,7.25408e-05,0.1,0.80928683 +217.24,188.95422,0.0066643218,1993.8306,7110000.0,3566.0,444375.0,,111072.0,7.22848e-05,0.1,0.7979311 +220.08,189.08781,0.05172461,1994.3977,7120000.0,3570.0,445000.0,,111232.0,7.20288e-05,0.1,0.7776277 +223.34,189.1676,0.042135,1994.4056,7130000.0,3575.0,445625.0,,111392.0,7.17728e-05,0.1,0.793989 +232.6,189.3556,0.009767757,1994.4135,7140000.0,3580.0,446250.0,,111552.0,7.15168e-05,0.1,0.82179916 +233.35,189.57071,0.035685927,1993.865,7150000.0,3586.0,446875.0,,111712.0,7.12608e-05,0.1,0.7579477 +231.61,189.65569,0.013279789,1994.429,7160000.0,3590.0,447500.0,,111872.0,7.10048e-05,0.1,0.80585754 +226.1,189.7419,0.029402966,1994.9917,7170000.0,3594.0,448125.0,,112000.0,7.08e-05,0.1,0.8394779 +226.33,189.92168,0.03699362,1994.9987,7180000.0,3599.0,448750.0,,112160.0,7.0544e-05,0.1,0.76311827 +226.32,190.1615,0.035613123,1995.0055,7190000.0,3604.0,449375.0,,112320.0,7.0288e-05,0.1,0.7753526 +226.48,190.4649,0.02572988,1995.0125,7200000.0,3609.0,450000.0,,112480.0,7.0032e-05,0.1,0.77679896 +223.92,190.78432,0.021704957,1995.0194,7210000.0,3614.0,450625.0,,112640.0,6.9776e-05,0.1,0.854536 +224.69,191.0952,0.009229192,1995.5776,7220000.0,3618.0,451250.0,,112800.0,6.952e-05,0.1,0.76670337 +227.16,191.51082,0.039899666,1995.5837,7230000.0,3623.0,451875.0,,112960.0,6.9264e-05,0.1,0.75365674 +230.9,192.0076,0.010338097,1995.5898,7240000.0,3628.0,452500.0,,113120.0,6.9008e-05,0.1,0.7869024 +229.78,192.4926,0.021107972,1995.596,7250000.0,3633.0,453125.0,,113280.0,6.8752e-05,0.1,0.78156006 +234.77,193.1303,0.061409086,1996.1506,7260000.0,3637.0,453750.0,,113408.0,6.85472e-05,0.1,0.79495895 +225.09,193.67989,0.027081085,1996.7042,7270000.0,3641.0,454375.0,,113568.0,6.82912e-05,0.1,0.7943771 +224.68,194.25288,0.027324196,1996.7087,7280000.0,3646.0,455000.0,,113728.0,6.80352e-05,0.1,0.74302983 +222.52,194.8404,0.015299812,1996.7133,7290000.0,3651.0,455625.0,,113888.0,6.77792e-05,0.1,0.79226446 +218.97,195.3564,0.010355737,1997.264,7300000.0,3655.0,456250.0,,114048.0,6.75232e-05,0.1,0.78149456 +219.81,195.89288,0.024352517,1997.2677,7310000.0,3660.0,456875.0,,114208.0,6.72672e-05,0.1,0.8054806 +212.0,196.4299,0.00053382764,1997.2715,7320000.0,3665.0,457500.0,,114368.0,6.70112e-05,0.1,0.8252577 +208.73,196.95122,0.012459725,1997.8196,7330000.0,3669.0,458125.0,,114528.0,6.67552e-05,0.1,0.8308235 +209.91,197.34393,0.02838021,1997.8225,7340000.0,3674.0,458750.0,,114656.0,6.65504e-05,0.1,0.7914312 +207.58,197.70331,0.018084344,1998.3687,7350000.0,3678.0,459375.0,,114816.0,6.62944e-05,0.1,0.79088384 +211.27,198.0909,0.024097594,1998.3708,7360000.0,3683.0,460000.0,,114976.0,6.60384e-05,0.1,0.81218004 +211.23,198.49019,0.0069949795,1998.373,7370000.0,3688.0,460625.0,,115136.0,6.57824e-05,0.1,0.80963033 +201.93,198.78998,0.0072384435,1997.8344,7380000.0,3694.0,461250.0,,115296.0,6.55264e-05,0.1,0.8092191 +191.57,198.9787,0.014081769,1997.8373,7390000.0,3699.0,461875.0,,115456.0,6.52704e-05,0.1,0.8066428 +183.75,199.1151,0.0136212995,1997.8402,7400000.0,3704.0,462500.0,,115616.0,6.50144e-05,0.1,0.78438133 +178.54,199.16527,-0.0041268724,1997.8431,7410000.0,3709.0,463125.0,,115776.0,6.47584e-05,0.1,0.81138176 +174.64,199.12149,0.019182272,1997.846,7420000.0,3714.0,463750.0,,115936.0,6.45024e-05,0.1,0.804456 +175.34,199.15569,0.0020953827,1998.3862,7430000.0,3718.0,464375.0,,116064.0,6.42976e-05,0.1,0.8237302 +174.76,199.16328,-0.0020501406,1998.3884,7440000.0,3723.0,465000.0,,116224.0,6.40416e-05,0.1,0.79379886 +178.37,199.18599,0.018040895,1998.9268,7450000.0,3727.0,465625.0,,116384.0,6.37856e-05,0.1,0.88966256 +182.83,199.20517,0.014280548,1998.9282,7460000.0,3732.0,466250.0,,116544.0,6.35296e-05,0.1,0.74322486 +185.26,199.24277,0.03675795,1999.4647,7470000.0,3736.0,466875.0,,116704.0,6.32736e-05,0.1,0.8020845 +193.12,199.29039,0.019860804,1998.931,7480000.0,3742.0,467500.0,,116864.0,6.30176e-05,0.1,0.7416193 +193.35,199.33,0.00128137,1999.4661,7490000.0,3746.0,468125.0,,117024.0,6.27616e-05,0.1,0.75862515 +200.9,199.52888,0.05172696,1999.4668,7500000.0,3751.0,468750.0,,117184.0,6.25056e-05,0.1,0.70920396 +199.37,199.6827,0.016206177,1999.4675,7510000.0,3756.0,469375.0,,117312.0,6.23008e-05,0.1,0.793749 +199.02,199.79228,0.00810114,1999.4683,7520000.0,3761.0,470000.0,,117472.0,6.20448e-05,0.1,0.7704891 +195.4,199.8251,0.007818535,1999.4689,7530000.0,3766.0,470625.0,,117632.0,6.17888e-05,0.1,0.8167877 +197.59,199.88568,0.016193198,2000.0,7540000.0,3770.0,471250.0,,117792.0,6.15328e-05,0.1,0.7986655 +200.71,199.9942,0.04449128,2000.0,7550000.0,3775.0,471875.0,,117952.0,6.12768e-05,0.1,0.771802 +207.61,200.179,0.052283663,2000.5293,7560000.0,3779.0,472500.0,,118112.0,6.10208e-05,0.1,0.6767023 +215.06,200.39891,-0.0044106557,2000.5286,7570000.0,3784.0,473125.0,,118272.0,6.07648e-05,0.1,0.7493054 +221.37,200.6921,0.06633751,2000.5278,7580000.0,3789.0,473750.0,,118432.0,6.05088e-05,0.1,0.73025906 +225.64,200.9663,0.0213416,2000.0,7590000.0,3795.0,474375.0,,118592.0,6.02528e-05,0.1,0.8144623 +223.93,201.21391,0.012755732,2000.5265,7600000.0,3799.0,475000.0,,118720.0,6.0048e-05,0.1,0.8000981 +219.95,201.42877,0.0023379591,2000.5258,7610000.0,3804.0,475625.0,,118880.0,5.9792e-05,0.1,0.8444102 +214.53,201.65668,0.003563108,2000.525,7620000.0,3809.0,476250.0,,119040.0,5.9536e-05,0.1,0.83493793 +205.58,201.8618,0.022433292,2000.5244,7630000.0,3814.0,476875.0,,119200.0,5.928e-05,0.1,0.82121193 +203.7,202.06517,0.023074588,2001.0477,7640000.0,3818.0,477500.0,,119360.0,5.9024e-05,0.1,0.8532009 +202.54,202.24387,0.026419543,2001.0463,7650000.0,3823.0,478125.0,,119520.0,5.8768e-05,0.1,0.739871 +204.48,202.41629,0.030981893,2001.0449,7660000.0,3828.0,478750.0,,119680.0,5.8512e-05,0.1,0.7087584 +201.89,202.54709,0.010780346,2001.0436,7670000.0,3833.0,479375.0,,119840.0,5.8256e-05,0.1,0.7886098 +202.57,202.70721,0.028327018,2001.5637,7680000.0,3837.0,480000.0,,120000.0,5.8e-05,0.1,0.80411947 +210.57,202.96922,0.027153457,2001.5616,7690000.0,3842.0,480625.0,,120128.0,5.77952e-05,0.1,0.70178586 +219.87,203.34642,0.023714215,2001.5597,7700000.0,3847.0,481250.0,,120288.0,5.75392e-05,0.1,0.8616905 +222.33,203.69879,0.042173512,2001.5576,7710000.0,3852.0,481875.0,,120448.0,5.72832e-05,0.1,0.8366485 +219.25,203.998,0.041800562,2001.5557,7720000.0,3857.0,482500.0,,120608.0,5.70272e-05,0.1,0.7908435 +214.95,204.2307,0.038324263,2001.5536,7730000.0,3862.0,483125.0,,120768.0,5.67712e-05,0.1,0.7826444 +210.72,204.41571,0.031916697,2001.5516,7740000.0,3867.0,483750.0,,120928.0,5.65152e-05,0.1,0.8211607 +211.13,204.59932,0.07852974,2001.5496,7750000.0,3872.0,484375.0,,121088.0,5.62592e-05,0.1,0.7127165 +212.38,204.82422,0.025535403,2001.5476,7760000.0,3877.0,485000.0,,121248.0,5.60032e-05,0.1,0.8246891 +214.86,205.07573,0.016476506,2002.0613,7770000.0,3881.0,485625.0,,121376.0,5.57984e-05,0.1,0.90022194 +215.93,205.26501,0.029354198,2002.0587,7780000.0,3886.0,486250.0,,121536.0,5.55424e-05,0.1,0.82749116 +223.03,205.5537,0.051929235,2002.056,7790000.0,3891.0,486875.0,,121696.0,5.52864e-05,0.1,0.7532766 +224.83,205.81389,0.032801595,2002.5674,7800000.0,3895.0,487500.0,,121856.0,5.50304e-05,0.1,0.8276448 +220.96,206.0604,0.041095994,2002.5641,7810000.0,3900.0,488125.0,,122016.0,5.47744e-05,0.1,0.8596307 +215.35,206.2633,0.01584445,2002.5608,7820000.0,3905.0,488750.0,,122176.0,5.45184e-05,0.1,0.81338096 +211.34,206.5473,0.024228672,2002.5575,7830000.0,3910.0,489375.0,,122336.0,5.42624e-05,0.1,0.85497916 +204.62,206.74399,0.0024883803,2002.5543,7840000.0,3915.0,490000.0,,122496.0,5.40064e-05,0.1,0.81738955 +194.85,206.8687,0.027159711,2002.551,7850000.0,3920.0,490625.0,,122656.0,5.37504e-05,0.1,0.82023716 +188.2,206.89726,0.014283411,2002.5477,7860000.0,3925.0,491250.0,,122784.0,5.35456e-05,0.1,0.7787809 +188.33,206.9258,0.017605655,2002.5446,7870000.0,3930.0,491875.0,,122944.0,5.32896e-05,0.1,0.77311575 +190.48,207.06099,0.003190736,2003.0503,7880000.0,3934.0,492500.0,,123104.0,5.30336e-05,0.1,0.8121296 +187.92,207.16481,0.008167539,2003.0465,7890000.0,3939.0,493125.0,,123264.0,5.27776e-05,0.1,0.7110112 +188.17,207.2832,0.043377362,2003.0426,7900000.0,3944.0,493750.0,,123424.0,5.25216e-05,0.1,0.7388861 +189.26,207.3464,0.026562773,2002.5316,7910000.0,3950.0,494375.0,,123584.0,5.22656e-05,0.1,0.8056003 +189.14,207.4147,0.00713218,2002.5284,7920000.0,3955.0,495000.0,,123744.0,5.20096e-05,0.1,0.8183399 +188.98,207.47223,0.029679168,2003.0311,7930000.0,3959.0,495625.0,,123904.0,5.17536e-05,0.1,0.76959705 +195.36,207.5374,0.030350067,2003.5327,7940000.0,3963.0,496250.0,,124032.0,5.15488e-05,0.1,0.7659359 +199.48,207.68292,0.027804175,2003.5282,7950000.0,3968.0,496875.0,,124192.0,5.12928e-05,0.1,0.8013707 +195.14,207.80432,0.013415326,2003.5238,7960000.0,3973.0,497500.0,,124352.0,5.10368e-05,0.1,0.83274144 +196.28,207.97002,0.022029012,2003.5194,7970000.0,3978.0,498125.0,,124512.0,5.07808e-05,0.1,0.8189264 +198.17,208.08871,0.010303066,2003.5149,7980000.0,3983.0,498750.0,,124672.0,5.05248e-05,0.1,0.8286402 +200.18,208.14851,0.04914191,2003.5105,7990000.0,3988.0,499375.0,,124832.0,5.02688e-05,0.1,0.8936952 +206.27,208.17899,0.012268567,2003.5061,8000000.0,3993.0,500000.0,,124992.0,5.00128e-05,0.1,0.79277635 +205.22,208.17871,0.032317374,2003.5017,8010000.0,3998.0,500625.0,,125152.0,4.97568e-05,0.1,0.7515693 +206.63,208.19951,0.035348043,2003.998,8020000.0,4002.0,501250.0,,125312.0,4.95008e-05,0.1,0.7894742 +211.43,208.2575,0.02606933,2003.993,8030000.0,4007.0,501875.0,,125440.0,4.9296e-05,0.1,0.80368 +218.33,208.3474,0.030767037,2004.4877,8040000.0,4011.0,502500.0,,125600.0,4.904e-05,0.1,0.7649615 +218.29,208.36641,0.027955366,2004.482,8050000.0,4016.0,503125.0,,125760.0,4.8784e-05,0.1,0.7677679 +222.69,208.47197,0.04121335,2004.4764,8060000.0,4021.0,503750.0,,125920.0,4.8528e-05,0.1,0.7723427 +228.78,208.62248,0.06459604,2004.969,8070000.0,4025.0,504375.0,,126080.0,4.8272e-05,0.1,0.7370278 +231.46,208.81148,0.04118689,2004.9628,8080000.0,4030.0,505000.0,,126240.0,4.8016e-05,0.1,0.74339247 +232.71,209.048,0.028245382,2005.4536,8090000.0,4034.0,505625.0,,126400.0,4.776e-05,0.1,0.7282489 +233.44,209.1907,0.021039223,2005.4469,8100000.0,4039.0,506250.0,,126560.0,4.7504e-05,0.1,0.75080234 +234.65,209.3648,0.05010837,2005.4402,8110000.0,4044.0,506875.0,,126688.0,4.72992e-05,0.1,0.73041624 +237.44,209.53839,0.008116849,2005.9288,8120000.0,4048.0,507500.0,,126848.0,4.70432e-05,0.1,0.80043775 +231.34,209.61838,0.03191573,2005.9215,8130000.0,4053.0,508125.0,,127008.0,4.67872e-05,0.1,0.76340616 +234.45,209.63687,0.032122847,2005.9142,8140000.0,4058.0,508750.0,,127168.0,4.65312e-05,0.1,0.65931594 +233.78,209.64117,0.017167278,2005.907,8150000.0,4063.0,509375.0,,127328.0,4.62752e-05,0.1,0.8808215 +230.51,209.63017,0.0071089314,2006.393,8160000.0,4067.0,510000.0,,127488.0,4.60192e-05,0.1,0.7653206 +231.16,209.68079,0.020721713,2006.385,8170000.0,4072.0,510625.0,,127648.0,4.57632e-05,0.1,0.83856565 +233.63,209.75381,0.017548194,2006.3772,8180000.0,4077.0,511250.0,,127808.0,4.55072e-05,0.1,0.761537 +233.47,209.82532,0.011549071,2006.3694,8190000.0,4082.0,511875.0,,127968.0,4.52512e-05,0.1,0.7592501 +230.82,209.86871,0.033326812,2006.8527,8200000.0,4086.0,512500.0,,128096.0,4.50464e-05,0.1,0.8000063 +228.84,209.91791,0.02506331,2007.335,8210000.0,4090.0,513125.0,,128256.0,4.47904e-05,0.1,0.88782203 +228.38,209.9548,0.01498319,2007.326,8220000.0,4095.0,513750.0,,128416.0,4.45344e-05,0.1,0.733497 +228.94,209.9726,0.05392084,2007.317,8230000.0,4100.0,514375.0,,128576.0,4.42784e-05,0.1,0.65927184 +230.42,209.96779,0.0038168351,2007.3081,8240000.0,4105.0,515000.0,,128736.0,4.40224e-05,0.1,0.7374147 +233.99,210.0099,0.017327458,2007.2993,8250000.0,4110.0,515625.0,,128896.0,4.37664e-05,0.1,0.799877 +228.52,209.9474,0.028668711,2007.2904,8260000.0,4115.0,516250.0,,129056.0,4.35104e-05,0.1,0.74700403 +231.54,210.01187,0.037082598,2007.2815,8270000.0,4120.0,516875.0,,129216.0,4.32544e-05,0.1,0.7870645 +228.32,210.0483,-0.0052346815,2007.7594,8280000.0,4124.0,517500.0,,129344.0,4.30496e-05,0.1,0.7975479 +224.53,210.06837,0.042982653,2007.75,8290000.0,4129.0,518125.0,,129504.0,4.27936e-05,0.1,0.7680526 +226.23,210.14099,0.0061579896,2007.7407,8300000.0,4134.0,518750.0,,129664.0,4.25376e-05,0.1,0.75277835 +236.84,210.31131,0.011763664,2007.7313,8310000.0,4139.0,519375.0,,129824.0,4.22816e-05,0.1,0.77599245 +233.12,210.5225,0.04394175,2007.722,8320000.0,4144.0,520000.0,,129984.0,4.20256e-05,0.1,0.7640846 +233.57,210.7709,0.050384182,2007.7126,8330000.0,4149.0,520625.0,,130144.0,4.17696e-05,0.1,0.78935003 +234.4,211.01581,0.026205566,2007.7034,8340000.0,4154.0,521250.0,,130304.0,4.15136e-05,0.1,0.75023115 +235.1,211.291,0.060307853,2007.6942,8350000.0,4159.0,521875.0,,130464.0,4.12576e-05,0.1,0.75856256 +230.77,211.486,0.0034916159,2007.6849,8360000.0,4164.0,522500.0,,130624.0,4.10016e-05,0.1,0.79207695 +230.23,211.676,0.025800984,2008.1573,8370000.0,4168.0,523125.0,,130752.0,4.07968e-05,0.1,0.858302 +228.29,211.93959,0.033417992,2008.6289,8380000.0,4172.0,523750.0,,130912.0,4.05408e-05,0.1,0.78307974 +227.21,212.29602,0.06064459,2008.6187,8390000.0,4177.0,524375.0,,131072.0,4.02848e-05,0.1,0.7595813 +220.91,212.6676,0.013983815,2008.6083,8400000.0,4182.0,525000.0,,131232.0,4.00288e-05,0.1,0.7777435 +216.75,213.04968,0.044758417,2008.598,8410000.0,4187.0,525625.0,,131392.0,3.97728e-05,0.1,0.71882975 +212.22,213.42552,0.023686595,2008.5878,8420000.0,4192.0,526250.0,,131552.0,3.95168e-05,0.1,0.79122823 +216.06,213.83272,0.02826839,2009.0563,8430000.0,4196.0,526875.0,,131712.0,3.92608e-05,0.1,0.8203527 +212.32,214.20831,0.015028392,2009.0454,8440000.0,4201.0,527500.0,,131872.0,3.90048e-05,0.1,0.77665794 +211.5,214.53961,0.027048962,2009.0347,8450000.0,4206.0,528125.0,,132000.0,3.88e-05,0.1,0.77250075 +209.3,214.80432,0.07095859,2009.0239,8460000.0,4211.0,528750.0,,132160.0,3.8544e-05,0.1,0.77000797 +207.64,215.02812,0.021963606,2009.0133,8470000.0,4216.0,529375.0,,132320.0,3.8288e-05,0.1,0.7586466 +210.13,215.19823,0.02090579,2009.4786,8480000.0,4220.0,530000.0,,132480.0,3.8032e-05,0.1,0.7605017 +213.83,215.40303,0.054765806,2009.4674,8490000.0,4225.0,530625.0,,132640.0,3.7776e-05,0.1,0.74123603 +216.63,215.56033,0.01976906,2009.4563,8500000.0,4230.0,531250.0,,132800.0,3.752e-05,0.1,0.7563553 +220.12,215.7678,0.00375289,2009.4451,8510000.0,4235.0,531875.0,,132960.0,3.7264e-05,0.1,0.700305 +219.5,215.9726,0.01628296,2008.9602,8520000.0,4241.0,532500.0,,133120.0,3.7008e-05,0.1,0.7422881 +225.46,216.27321,0.030701308,2009.4229,8530000.0,4245.0,533125.0,,133280.0,3.6752e-05,0.1,0.6755264 +222.14,216.51869,0.037951548,2009.4117,8540000.0,4250.0,533750.0,,133408.0,3.65472e-05,0.1,0.75088286 +227.51,216.7867,0.035533622,2009.4008,8550000.0,4255.0,534375.0,,133568.0,3.62912e-05,0.1,0.6561712 +234.68,217.0574,0.030059142,2009.3896,8560000.0,4260.0,535000.0,,133728.0,3.60352e-05,0.1,0.7186126 +243.15,217.33832,0.013841519,2009.3787,8570000.0,4265.0,535625.0,,133888.0,3.57792e-05,0.1,0.75249827 +253.82,217.66281,0.020996543,2009.3677,8580000.0,4270.0,536250.0,,134048.0,3.55232e-05,0.1,0.7226979 +252.67,217.9331,0.048285756,2009.8269,8590000.0,4274.0,536875.0,,134208.0,3.52672e-05,0.1,0.7552575 +256.91,218.26291,0.056341685,2009.8154,8600000.0,4279.0,537500.0,,134368.0,3.50112e-05,0.1,0.71516216 +255.78,218.62122,0.013845085,2009.804,8610000.0,4284.0,538125.0,,134528.0,3.47552e-05,0.1,0.74373066 +254.88,219.0247,0.01826192,2009.7925,8620000.0,4289.0,538750.0,,134656.0,3.45504e-05,0.1,0.7294772 +259.18,219.5607,0.038427014,2009.7811,8630000.0,4294.0,539375.0,,134816.0,3.42944e-05,0.1,0.75937307 +265.31,220.17682,0.010990371,2009.7697,8640000.0,4299.0,540000.0,,134976.0,3.40384e-05,0.1,0.7642499 +265.27,220.80412,0.070811406,2009.7584,8650000.0,4304.0,540625.0,,135136.0,3.37824e-05,0.1,0.7006857 +268.25,221.4418,0.02570668,2009.7471,8660000.0,4309.0,541250.0,,135296.0,3.35264e-05,0.1,0.7710443 +266.3,222.08592,0.042606466,2009.7357,8670000.0,4314.0,541875.0,,135456.0,3.32704e-05,0.1,0.69728047 +267.54,222.73558,0.028770713,2010.19,8680000.0,4318.0,542500.0,,135616.0,3.30144e-05,0.1,0.7287206 +277.46,223.40451,0.040231984,2010.1781,8690000.0,4323.0,543125.0,,135776.0,3.27584e-05,0.1,0.7915479 +275.06,223.9564,0.038529422,2010.1664,8700000.0,4328.0,543750.0,,135936.0,3.25024e-05,0.1,0.76119995 +272.56,224.45871,0.047996692,2010.1547,8710000.0,4333.0,544375.0,,136064.0,3.22976e-05,0.1,0.7292954 +269.44,224.9606,0.010805689,2010.6064,8720000.0,4337.0,545000.0,,136224.0,3.20416e-05,0.1,0.7513859 +269.89,225.51003,0.030363152,2010.5942,8730000.0,4342.0,545625.0,,136384.0,3.17856e-05,0.1,0.82162356 +269.64,226.09921,0.052419525,2010.582,8740000.0,4347.0,546250.0,,136544.0,3.15296e-05,0.1,0.71917415 +266.94,226.6573,0.049453296,2010.5698,8750000.0,4352.0,546875.0,,136704.0,3.12736e-05,0.1,0.7418449 +264.74,227.1809,0.027732456,2010.5577,8760000.0,4357.0,547500.0,,136864.0,3.10176e-05,0.1,0.7522031 +261.86,227.6509,0.024231382,2011.0066,8770000.0,4361.0,548125.0,,137024.0,3.07616e-05,0.1,0.6764759 +264.16,228.13321,0.040516224,2010.994,8780000.0,4366.0,548750.0,,137184.0,3.05056e-05,0.1,0.76694196 +266.21,228.56502,0.019692067,2010.9814,8790000.0,4371.0,549375.0,,137312.0,3.03008e-05,0.1,0.8072981 +265.45,228.9712,0.04375982,2011.4286,8800000.0,4375.0,550000.0,,137472.0,3.00448e-05,0.1,0.6349132 +266.05,229.4221,0.031038959,2011.4155,8810000.0,4380.0,550625.0,,137632.0,2.97888e-05,0.1,0.7537955 +265.92,229.92781,0.028591411,2011.4025,8820000.0,4385.0,551250.0,,137792.0,2.95328e-05,0.1,0.7949938 +260.78,230.42218,0.06491851,2011.3895,8830000.0,4390.0,551875.0,,137952.0,2.92768e-05,0.1,0.6606618 +261.71,230.99312,0.023805603,2011.3766,8840000.0,4395.0,552500.0,,138112.0,2.90208e-05,0.1,0.74524987 +258.78,231.6324,0.012842368,2011.3636,8850000.0,4400.0,553125.0,,138272.0,2.87648e-05,0.1,0.8210412 +254.0,232.29039,0.032073338,2011.8075,8860000.0,4404.0,553750.0,,138432.0,2.85088e-05,0.1,0.7385612 +242.39,232.831,0.021206697,2011.7941,8870000.0,4409.0,554375.0,,138592.0,2.82528e-05,0.1,0.6907369 +246.53,233.39148,0.032987088,2011.7806,8880000.0,4414.0,555000.0,,138720.0,2.8048e-05,0.1,0.75999343 +248.15,233.99379,0.019357378,2011.7673,8890000.0,4419.0,555625.0,,138880.0,2.7792e-05,0.1,0.7298586 +252.11,234.63321,0.0122725675,2011.754,8900000.0,4424.0,556250.0,,139040.0,2.7536e-05,0.1,0.6606158 +259.99,235.34048,0.040877312,2012.1951,8910000.0,4428.0,556875.0,,139200.0,2.728e-05,0.1,0.7733309 +262.85,236.07759,0.012993882,2012.1814,8920000.0,4433.0,557500.0,,139360.0,2.7024e-05,0.1,0.7602545 +259.88,236.78658,0.05389165,2011.7144,8930000.0,4439.0,558125.0,,139520.0,2.6768e-05,0.1,0.6536678 +264.07,237.47371,0.047004662,2012.1539,8940000.0,4443.0,558750.0,,139680.0,2.6512e-05,0.1,0.7010583 +272.1,238.1999,0.042302746,2012.1403,8950000.0,4448.0,559375.0,,139840.0,2.6256e-05,0.1,0.77395695 +269.71,238.94562,0.0388688,2012.1267,8960000.0,4453.0,560000.0,,140000.0,2.6e-05,0.1,0.73781353 +269.44,239.6772,0.02989779,2012.113,8970000.0,4458.0,560625.0,,140128.0,2.57952e-05,0.1,0.7260037 +274.08,240.43631,0.04557328,2012.5504,8980000.0,4462.0,561250.0,,140288.0,2.55392e-05,0.1,0.73691523 +281.43,241.24881,0.031195313,2012.5364,8990000.0,4467.0,561875.0,,140448.0,2.52832e-05,0.1,0.70471203 +282.18,242.00789,0.046287008,2012.5223,9000000.0,4472.0,562500.0,,140608.0,2.50272e-05,0.1,0.72988194 +276.18,242.7175,0.069431655,2012.5084,9010000.0,4477.0,563125.0,,140768.0,2.47712e-05,0.1,0.7445264 +279.81,243.4493,0.015523689,2012.9435,9020000.0,4481.0,563750.0,,140928.0,2.45152e-05,0.1,0.74273777 +280.94,244.1444,0.027672779,2012.9291,9030000.0,4486.0,564375.0,,141088.0,2.42592e-05,0.1,0.7164563 +280.53,244.76639,0.021677144,2012.9147,9040000.0,4491.0,565000.0,,141248.0,2.40032e-05,0.1,0.7147071 +286.05,245.444,0.004464385,2013.3481,9050000.0,4495.0,565625.0,,141376.0,2.37984e-05,0.1,0.7500577 +293.49,246.15201,0.031808656,2013.3334,9060000.0,4500.0,566250.0,,141536.0,2.35424e-05,0.1,0.7541952 +298.77,246.85191,0.058545332,2013.3185,9070000.0,4505.0,566875.0,,141696.0,2.32864e-05,0.1,0.76382715 +299.78,247.5351,0.039099377,2013.3037,9080000.0,4510.0,567500.0,,141856.0,2.30304e-05,0.1,0.7808571 +297.05,248.17851,0.0045458535,2013.7351,9090000.0,4514.0,568125.0,,142016.0,2.27744e-05,0.1,0.7758943 +288.8,248.73213,0.04790369,2013.7198,9100000.0,4519.0,568750.0,,142176.0,2.25184e-05,0.1,0.7657263 +287.49,249.26051,0.053622674,2013.7047,9110000.0,4524.0,569375.0,,142336.0,2.22624e-05,0.1,0.78489673 +289.51,249.78123,0.0074875494,2013.6896,9120000.0,4529.0,570000.0,,142496.0,2.20064e-05,0.1,0.7885048 +287.02,250.33801,0.005934827,2013.6744,9130000.0,4534.0,570625.0,,142656.0,2.17504e-05,0.1,0.77593845 +283.08,250.82431,0.03827898,2014.1031,9140000.0,4538.0,571250.0,,142784.0,2.15456e-05,0.1,0.7007748 +280.66,251.29309,0.04147129,2014.0876,9150000.0,4543.0,571875.0,,142944.0,2.12896e-05,0.1,0.72200716 +281.64,251.80441,0.019658487,2014.0721,9160000.0,4548.0,572500.0,,143104.0,2.10336e-05,0.1,0.7536787 +277.09,252.26369,0.041351542,2014.0566,9170000.0,4553.0,573125.0,,143264.0,2.07776e-05,0.1,0.7393167 +275.34,252.68082,0.04235996,2014.0413,9180000.0,4558.0,573750.0,,143424.0,2.05216e-05,0.1,0.737079 +266.59,253.012,0.02329659,2014.4673,9190000.0,4562.0,574375.0,,143584.0,2.02656e-05,0.1,0.73595566 +274.55,253.4493,0.026165556,2014.0105,9200000.0,4568.0,575000.0,,143744.0,2.00096e-05,0.1,0.8031731 +272.04,253.88129,0.011215608,2013.9952,9210000.0,4573.0,575625.0,,143904.0,1.97536e-05,0.1,0.75431204 +267.75,254.275,0.0083051305,2013.9799,9220000.0,4578.0,576250.0,,144032.0,1.95488e-05,0.1,0.7656535 +267.25,254.65811,0.059428345,2014.4042,9230000.0,4582.0,576875.0,,144192.0,1.92928e-05,0.1,0.76398534 +264.5,254.9989,0.025280315,2014.3885,9240000.0,4587.0,577500.0,,144352.0,1.90368e-05,0.1,0.689096 +268.23,255.34132,0.041365944,2014.3728,9250000.0,4592.0,578125.0,,144512.0,1.87808e-05,0.1,0.68427867 +272.47,255.78082,0.028462162,2014.3572,9260000.0,4597.0,578750.0,,144672.0,1.85248e-05,0.1,0.7531025 +274.5,256.21042,0.011361609,2014.3416,9270000.0,4602.0,579375.0,,144832.0,1.82688e-05,0.1,0.8148362 +272.67,256.6539,0.04101824,2014.326,9280000.0,4607.0,580000.0,,144992.0,1.80128e-05,0.1,0.7207285 +276.6,257.17462,0.048650417,2014.7473,9290000.0,4611.0,580625.0,,145152.0,1.77568e-05,0.1,0.63533854 +280.03,257.7126,0.017499777,2014.7313,9300000.0,4616.0,581250.0,,145312.0,1.75008e-05,0.1,0.7607788 +277.17,258.1159,0.052049052,2015.1515,9310000.0,4620.0,581875.0,,145440.0,1.7296e-05,0.1,0.714455 +272.94,258.5141,0.019711306,2015.1351,9320000.0,4625.0,582500.0,,145600.0,1.704e-05,0.1,0.7691492 +274.88,258.92722,0.044699498,2015.1188,9330000.0,4630.0,583125.0,,145760.0,1.6784e-05,0.1,0.7631279 +275.7,259.3402,0.038525447,2015.1025,9340000.0,4635.0,583750.0,,145920.0,1.6528e-05,0.1,0.8097528 +275.4,259.7432,0.03248324,2015.5206,9350000.0,4639.0,584375.0,,146080.0,1.6272e-05,0.1,0.80132735 +270.61,260.1416,-0.0028982735,2015.5039,9360000.0,4644.0,585000.0,,146240.0,1.6016e-05,0.1,0.82415366 +269.08,260.5301,0.029696897,2015.4872,9370000.0,4649.0,585625.0,,146400.0,1.576e-05,0.1,0.85822487 +266.78,260.915,0.062036756,2015.9037,9380000.0,4653.0,586250.0,,146560.0,1.5504e-05,0.1,0.6843272 +271.21,261.355,0.017314153,2016.7526,9390000.0,4656.0,586875.0,,146688.0,1.52992e-05,0.1,0.75372654 +275.43,261.9002,0.074494585,2016.7346,9400000.0,4661.0,587500.0,,146848.0,1.50432e-05,0.1,0.74760747 +276.99,262.50262,0.036252346,2017.5814,9410000.0,4664.0,588125.0,,147008.0,1.47872e-05,0.1,0.67018706 +282.18,263.2022,0.020833934,2017.9949,9420000.0,4668.0,588750.0,,147168.0,1.45312e-05,0.1,0.75437737 +273.15,263.7731,0.044272464,2017.9756,9430000.0,4673.0,589375.0,,147328.0,1.42752e-05,0.1,0.7899289 +270.28,264.3527,0.040649593,2018.3878,9440000.0,4677.0,590000.0,,147488.0,1.40192e-05,0.1,0.7054255 +262.51,264.8628,0.01545091,2018.7994,9450000.0,4681.0,590625.0,,147648.0,1.37632e-05,0.1,0.7349799 +262.91,265.3989,0.017005064,2018.7793,9460000.0,4686.0,591250.0,,147808.0,1.35072e-05,0.1,0.68033195 +267.96,266.0021,0.04082237,2019.1898,9470000.0,4690.0,591875.0,,147968.0,1.32512e-05,0.1,0.71757907 +269.31,266.5939,0.02943813,2020.0298,9480000.0,4693.0,592500.0,,148096.0,1.30464e-05,0.1,0.6961906 +266.57,267.12134,0.037430547,2020.4386,9490000.0,4697.0,593125.0,,148256.0,1.27904e-05,0.1,0.7408798 +266.57,267.62073,0.026135115,2020.8467,9500000.0,4701.0,593750.0,,148416.0,1.25344e-05,0.1,0.7481122 +271.02,268.1297,0.0494424,2021.254,9510000.0,4705.0,594375.0,,148576.0,1.22784e-05,0.1,0.701434 +273.98,268.6745,0.023439571,2021.6606,9520000.0,4709.0,595000.0,,148736.0,1.20224e-05,0.1,0.76381123 +268.81,269.108,0.038504735,2022.0667,9530000.0,4713.0,595625.0,,148896.0,1.17664e-05,0.1,0.7278497 +272.24,269.609,0.024989376,2022.4719,9540000.0,4717.0,596250.0,,149056.0,1.15104e-05,0.1,0.69326425 +278.83,270.1222,0.038941037,2023.305,9550000.0,4720.0,596875.0,,149216.0,1.12544e-05,0.1,0.6888357 +285.74,270.6328,0.010917692,2023.7087,9560000.0,4724.0,597500.0,,149344.0,1.10496e-05,0.1,0.7166554 +295.21,271.1534,0.059255086,2024.1117,9570000.0,4728.0,598125.0,,149504.0,1.07936e-05,0.1,0.7186575 +298.47,271.5999,0.04684626,2024.9419,9580000.0,4731.0,598750.0,,149664.0,1.05376e-05,0.1,0.66216433 +303.2,272.10522,0.036182035,2025.3431,9590000.0,4735.0,599375.0,,149824.0,1.02816e-05,0.1,0.66125345 +304.7,272.5831,0.013567962,2025.7438,9600000.0,4739.0,600000.0,,149984.0,1.00256e-05,0.1,0.6556926 +311.64,273.1417,0.03133003,2026.1438,9610000.0,4743.0,600625.0,,150144.0,9.7696e-06,0.1,0.70039105 +310.99,273.7028,0.03689153,2026.1162,9620000.0,4748.0,601250.0,,150304.0,9.5136e-06,0.1,0.72443676 +311.6,274.227,0.022221493,2026.9417,9630000.0,4751.0,601875.0,,150464.0,9.2576e-06,0.1,0.65825 +313.74,274.7113,0.03196381,2027.3396,9640000.0,4755.0,602500.0,,150624.0,9.0016e-06,0.1,0.7217301 +316.06,275.2192,0.03671221,2027.7369,9650000.0,4759.0,603125.0,,150752.0,8.7968e-06,0.1,0.6985588 +323.43,275.771,0.045982566,2028.5594,9660000.0,4762.0,603750.0,,150912.0,8.5408e-06,0.1,0.7016756 +328.04,276.3884,0.028786764,2028.5294,9670000.0,4767.0,604375.0,,151072.0,8.2848e-06,0.1,0.67530304 +333.05,277.0435,0.021072837,2028.9248,9680000.0,4771.0,605000.0,,151232.0,8.0288e-06,0.1,0.77738005 +329.06,277.55948,0.03172686,2029.3193,9690000.0,4775.0,605625.0,,151392.0,7.7728e-06,0.1,0.6401462 +330.95,278.1184,0.029310066,2030.1382,9700000.0,4778.0,606250.0,,151552.0,7.5168e-06,0.1,0.7938157 +328.65,278.6793,0.035333533,2030.5311,9710000.0,4782.0,606875.0,,151712.0,7.2608e-06,0.1,0.7741225 +330.05,279.2854,0.055910617,2030.9236,9720000.0,4786.0,607500.0,,151872.0,7.0048e-06,0.1,0.7414956 +329.02,279.8767,0.008823375,2031.7394,9730000.0,4789.0,608125.0,,152000.0,6.8e-06,0.1,0.7563351 +330.67,280.487,0.034908477,2032.1302,9740000.0,4793.0,608750.0,,152160.0,6.544e-06,0.1,0.72386944 +328.23,281.0999,0.063219614,2032.5204,9750000.0,4797.0,609375.0,,152320.0,6.288e-06,0.1,0.64043725 +325.34,281.7059,0.023228768,2032.9098,9760000.0,4801.0,610000.0,,152480.0,6.032e-06,0.1,0.6487088 +325.23,282.33963,0.034519594,2033.2987,9770000.0,4805.0,610625.0,,152640.0,5.776e-06,0.1,0.68538266 +318.37,282.8817,0.09420739,2033.6869,9780000.0,4809.0,611250.0,,152800.0,5.52e-06,0.1,0.7151581 +317.29,283.3925,0.019892976,2034.0743,9790000.0,4813.0,611875.0,,152960.0,5.264e-06,0.1,0.8242793 +315.61,283.89407,0.039420903,2034.4613,9800000.0,4817.0,612500.0,,153120.0,5.008e-06,0.1,0.7154813 +312.7,284.36057,0.051532794,2035.2697,9810000.0,4820.0,613125.0,,153280.0,4.752e-06,0.1,0.70732695 +311.8,284.81937,0.057090897,2035.655,9820000.0,4824.0,613750.0,,153408.0,4.5472e-06,0.1,0.6625266 +313.72,285.34882,0.020977866,2036.0398,9830000.0,4828.0,614375.0,,153568.0,4.2912e-06,0.1,0.6645303 +320.6,285.93768,0.05449034,2036.8453,9840000.0,4831.0,615000.0,,153728.0,4.0352e-06,0.1,0.7723938 +312.73,286.4772,0.037936185,2037.2285,9850000.0,4835.0,615625.0,,153888.0,3.7792e-06,0.1,0.65564364 +311.72,287.0544,0.005565578,2037.6111,9860000.0,4839.0,616250.0,,154048.0,3.5232e-06,0.1,0.7408694 +308.48,287.7153,0.026200492,2037.9929,9870000.0,4843.0,616875.0,,154208.0,3.2672e-06,0.1,0.6951141 +308.48,288.33484,0.037036803,2038.7949,9880000.0,4846.0,617500.0,,154368.0,3.0112e-06,0.1,0.6788503 +313.15,288.9848,0.02394966,2039.1753,9890000.0,4850.0,618125.0,,154528.0,2.7552e-06,0.1,0.69137347 +312.74,289.59113,0.05327508,2039.9752,9900000.0,4853.0,618750.0,,154656.0,2.5504e-06,0.1,0.69099385 +315.1,290.1422,0.0348449,2040.3541,9910000.0,4857.0,619375.0,,154816.0,2.2944e-06,0.1,0.6386938 +321.7,290.73068,0.047000006,2040.7323,9920000.0,4861.0,620000.0,,154976.0,2.0384e-06,0.1,0.6974255 +326.42,291.3961,0.051290993,2041.11,9930000.0,4865.0,620625.0,,155136.0,1.7824e-06,0.1,0.7285315 +322.87,291.98407,0.03939409,2041.4869,9940000.0,4869.0,621250.0,,155296.0,1.5264e-06,0.1,0.7155574 +324.5,292.5081,0.023858268,2041.8633,9950000.0,4873.0,621875.0,,155456.0,1.2704e-06,0.1,0.68680704 +330.35,293.11447,0.048715178,2042.658,9960000.0,4876.0,622500.0,,155616.0,1.0144e-06,0.1,0.7078868 +331.22,293.7323,0.025835391,2043.0328,9970000.0,4880.0,623125.0,,155776.0,7.584e-07,0.1,0.7471329 +333.4,294.3255,0.021839079,2043.407,9980000.0,4884.0,623750.0,,155936.0,5.024e-07,0.1,0.71131593 +331.82,294.8294,0.0667845,2044.1989,9990000.0,4887.0,624375.0,,156064.0,2.976e-07,0.1,0.7512412 +329.77,295.3053,0.03837721,2044.5717,10000000.0,4891.0,625000.0,,156224.0,4.16e-08,0.1,0.7824882 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_df_train.csv b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..b2e6ceb179569279c277f55c73a62677336d4e4c --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_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 +1.0714285,1.0714285,-0.0072732074,344.82758,10000.0,29.0,625.0,,128.0,0.0002497952,0.1,1.2894944 +0.978022,1.0247252,-0.007505092,588.2353,20000.0,34.0,1250.0,,288.0,0.0002495392,0.1,1.2681744 +1.45,1.1664835,-0.008340126,750.0,30000.0,40.0,1875.0,,448.0,0.0002492832,0.1,1.1984522 +1.96,1.3648627,-0.010641024,851.06384,40000.0,47.0,2500.0,,608.0,0.0002490272,0.1,1.2152193 +1.77,1.4458902,-0.011255523,943.39624,50000.0,53.0,3125.0,,768.0,0.0002487712,0.1,1.2084138 +1.82,1.5082418,-0.009703487,1016.94916,60000.0,59.0,3750.0,,928.0,0.0002485152,0.1,1.1936327 +2.29,1.6199216,-0.012420227,1093.75,70000.0,64.0,4375.0,,1088.0,0.0002482592,0.1,1.2004111 +2.23,1.6961814,-0.015721617,1142.8572,80000.0,70.0,5000.0,,1248.0,0.0002480032,0.1,1.1869478 +2.0,1.729939,-0.014947901,1200.0,90000.0,75.0,5625.0,,1376.0,0.0002477984,0.1,1.1670984 +2.28,1.7849451,-0.013964604,1250.0,100000.0,80.0,6250.0,,1536.0,0.0002475424,0.1,1.1835248 +2.56,1.8554046,-0.013047931,1264.3678,110000.0,87.0,6875.0,,1696.0,0.0002472864,0.1,1.1707327 +3.11,1.9599543,-0.013603963,1304.3478,120000.0,92.0,7500.0,,1856.0,0.0002470304,0.1,1.1818529 +3.56,2.0830348,-0.01188003,1326.5306,130000.0,98.0,8125.0,,2016.0,0.0002467744,0.1,1.1551987 +4.16,2.2313893,-0.013832015,1359.2233,140000.0,103.0,8750.0,,2176.0,0.0002465184,0.1,1.1669872 +4.47,2.38063,-0.010573773,1376.1467,150000.0,109.0,9375.0,,2336.0,0.0002462624,0.1,1.1634104 +4.2,2.4943407,-0.012670819,1403.5088,160000.0,114.0,10000.0,,2496.0,0.0002460064,0.1,1.1134272 +4.44,2.608791,-0.011998193,1416.6666,170000.0,120.0,10625.0,,2656.0,0.0002457504,0.1,1.0957127 +4.77,2.7288582,-0.013737947,1440.0,180000.0,125.0,11250.0,,2784.0,0.0002455456,0.1,1.0961406 +5.16,2.8568132,-0.012911231,1461.5385,190000.0,130.0,11875.0,,2944.0,0.0002452896,0.1,1.0670385 +5.23,2.9754725,-0.011531119,1470.5883,200000.0,136.0,12500.0,,3104.0,0.0002450336,0.1,1.0777268 +5.29,3.0856879,-0.011929522,1478.8733,210000.0,142.0,13125.0,,3264.0,0.0002447776,0.1,1.0575302 +5.79,3.2086112,-0.011171969,1496.5986,220000.0,147.0,13750.0,,3424.0,0.0002445216,0.1,1.0449784 +6.17,3.3373673,-0.00997819,1503.268,230000.0,153.0,14375.0,,3584.0,0.0002442656,0.1,1.0273337 +6.8,3.4816437,-0.012399768,1518.9873,240000.0,158.0,15000.0,,3744.0,0.0002440096,0.1,1.0216377 +7.44,3.639978,-0.0116604725,1524.3903,250000.0,164.0,15625.0,,3904.0,0.0002437536,0.1,0.9988513 +7.79,3.7995944,-0.010140384,1538.4615,260000.0,169.0,16250.0,,4032.0,0.0002435488,0.1,1.0529988 +8.13,3.9599795,-0.007914259,1542.8572,270000.0,175.0,16875.0,,4192.0,0.0002432928,0.1,1.0831459 +8.09,4.10748,-0.011100337,1555.5555,280000.0,180.0,17500.0,,4352.0,0.0002430368,0.1,0.97048664 +8.08,4.244464,-0.008586785,1559.1398,290000.0,186.0,18125.0,,4512.0,0.0002427808,0.1,0.9932394 +8.17,4.3753147,-0.010413964,1562.5,300000.0,192.0,18750.0,,4672.0,0.0002425248,0.1,0.97697854 +8.57,4.510627,-0.011700653,1565.6566,310000.0,198.0,19375.0,,4832.0,0.0002422688,0.1,1.0067216 +8.62,4.6390452,-0.011301281,1576.3547,320000.0,203.0,20000.0,,4992.0,0.0002420128,0.1,0.9452325 +8.86,4.766953,-0.013227582,1586.5385,330000.0,208.0,20625.0,,5152.0,0.0002417568,0.1,0.9843342 +9.11,4.8946896,-0.015123827,1588.785,340000.0,214.0,21250.0,,5312.0,0.0002415008,0.1,1.0007403 +9.04,5.013127,-0.012776474,1598.1735,350000.0,219.0,21875.0,,5440.0,0.000241296,0.1,0.9710673 +9.4,5.1349845,-0.011800873,1607.1428,360000.0,224.0,22500.0,,5600.0,0.00024104,0.1,0.98928493 +9.72,5.2589035,-0.014371214,1608.6957,370000.0,230.0,23125.0,,5760.0,0.000240784,0.1,0.97086656 +9.86,5.3799853,-0.013342377,1610.1694,380000.0,236.0,23750.0,,5920.0,0.000240528,0.1,0.93953013 +9.69,5.4904985,-0.014104307,1618.2572,390000.0,241.0,24375.0,,6080.0,0.000240272,0.1,0.99707896 +9.59,5.592986,-0.014889096,1619.4332,400000.0,247.0,25000.0,,6240.0,0.000240016,0.1,0.9537117 +9.75,5.694377,-0.012513997,1626.9841,410000.0,252.0,25625.0,,6400.0,0.00023976,0.1,0.9703928 +10.07,5.7985587,-0.0129916025,1634.2412,420000.0,257.0,26250.0,,6560.0,0.000239504,0.1,0.9405688 +10.44,5.906499,-0.008161341,1641.2213,430000.0,262.0,26875.0,,6688.0,0.0002392992,0.1,0.9535043 +10.55,6.012033,-0.0091960495,1641.791,440000.0,268.0,27500.0,,6848.0,0.0002390432,0.1,0.942638 +10.81,6.1186543,-0.013511042,1648.3517,450000.0,273.0,28125.0,,7008.0,0.0002387872,0.1,0.95409214 +11.2,6.229119,-0.011241469,1654.6763,460000.0,278.0,28750.0,,7168.0,0.0002385312,0.1,0.8962563 +11.14,6.333606,-0.013171315,1654.9296,470000.0,284.0,29375.0,,7328.0,0.0002382752,0.1,0.94970965 +11.28,6.436655,-0.012154541,1655.1724,480000.0,290.0,30000.0,,7488.0,0.0002380192,0.1,0.9427103 +11.66,6.543254,-0.01477884,1655.4054,490000.0,296.0,30625.0,,7648.0,0.0002377632,0.1,0.88962597 +11.98,6.651989,-0.011441555,1661.1295,500000.0,301.0,31250.0,,7808.0,0.0002375072,0.1,0.8920648 +12.06,6.7580285,-0.0016790312,1661.2378,510000.0,307.0,31875.0,,7968.0,0.0002372512,0.1,0.8975134 +12.46,6.8676815,-0.011301291,1666.6666,520000.0,312.0,32500.0,,8096.0,0.0002370464,0.1,0.8760389 +12.64,6.9765935,-0.010957976,1666.6666,530000.0,318.0,33125.0,,8256.0,0.0002367904,0.1,0.85938907 +12.52,7.079249,-0.013671395,1671.8267,540000.0,323.0,33750.0,,8416.0,0.0002365344,0.1,0.9089981 +12.68,7.181081,-0.012614232,1676.8292,550000.0,328.0,34375.0,,8576.0,0.0002362784,0.1,0.8570808 +12.96,7.2842755,-0.011300228,1676.6467,560000.0,334.0,35000.0,,8736.0,0.0002360224,0.1,0.8532704 +13.45,7.3924465,-0.007959861,1676.4706,570000.0,340.0,35625.0,,8896.0,0.0002357664,0.1,0.8669482 +13.58,7.4991283,-0.007944536,1681.1594,580000.0,345.0,36250.0,,9056.0,0.0002355104,0.1,0.8717662 +13.67,7.603719,-0.0076097655,1680.9116,590000.0,351.0,36875.0,,9216.0,0.0002352544,0.1,0.8701604 +14.29,7.7151575,-0.008040301,1685.3933,600000.0,356.0,37500.0,,9344.0,0.0002350496,0.1,0.86606663 +14.91,7.833106,-0.0117579745,1685.0829,610000.0,362.0,38125.0,,9504.0,0.0002347936,0.1,0.8776753 +14.78,7.9451528,-0.008292148,1684.7826,620000.0,368.0,38750.0,,9664.0,0.0002345376,0.1,0.9086193 +15.04,8.057769,-0.008085839,1684.492,630000.0,374.0,39375.0,,9824.0,0.0002342816,0.1,0.83583546 +15.05,8.167023,-0.011512613,1684.2106,640000.0,380.0,40000.0,,9984.0,0.0002340256,0.1,0.84838855 +15.47,8.279376,-0.011230896,1683.9379,650000.0,386.0,40625.0,,10144.0,0.0002337696,0.1,0.8402669 +15.45,8.388021,-0.008531778,1687.9795,660000.0,391.0,41250.0,,10304.0,0.0002335136,0.1,0.86352813 +15.32,8.491485,-0.006897675,1687.6575,670000.0,397.0,41875.0,,10464.0,0.0002332576,0.1,0.87921107 +15.22,8.590432,-0.009954432,1691.5422,680000.0,402.0,42500.0,,10624.0,0.0002330016,0.1,0.86853814 +15.43,8.689557,-0.008945286,1695.3317,690000.0,407.0,43125.0,,10752.0,0.0002327968,0.1,0.8227568 +15.87,8.792134,-0.013247326,1694.9153,700000.0,413.0,43750.0,,10912.0,0.0002325408,0.1,0.79292655 +16.46,8.900133,-0.009803579,1694.5107,710000.0,419.0,44375.0,,11072.0,0.0002322848,0.1,0.8392662 +16.87,9.010825,-0.009606609,1694.1177,720000.0,425.0,45000.0,,11232.0,0.0002320288,0.1,0.8138691 +17.72,9.130129,-0.012559007,1697.6744,730000.0,430.0,45625.0,,11392.0,0.0002317728,0.1,0.8074649 +17.96,9.249452,-0.004002742,1697.2477,740000.0,436.0,46250.0,,11552.0,0.0002315168,0.1,0.8063752 +18.04,9.366658,-0.009534716,1696.8325,750000.0,442.0,46875.0,,11712.0,0.0002312608,0.1,0.77357316 +18.05,9.480913,-0.009972841,1696.4286,760000.0,448.0,47500.0,,11872.0,0.0002310048,0.1,0.8125558 +18.06,9.59233,-0.010596372,1699.7793,770000.0,453.0,48125.0,,12000.0,0.0002308,0.1,0.745441 +17.37,9.692043,-0.013010313,1699.3464,780000.0,459.0,48750.0,,12160.0,0.000230544,0.1,0.77206945 +17.16,9.786574,-0.0133898305,1698.9247,790000.0,465.0,49375.0,,12320.0,0.000230288,0.1,0.79544246 +17.75,9.886118,-0.008286013,1698.5138,800000.0,471.0,50000.0,,12480.0,0.000230032,0.1,0.79434466 +18.28,9.989746,-0.008952234,1698.1132,810000.0,477.0,50625.0,,12640.0,0.000229776,0.1,0.7034942 +19.13,10.1012125,-0.004858476,1697.7225,820000.0,483.0,51250.0,,12800.0,0.00022952,0.1,0.79300076 +19.19,10.210716,-0.009551579,1697.3416,830000.0,489.0,51875.0,,12960.0,0.000229264,0.1,0.7012461 +20.27,10.33047,-0.011790405,1693.5483,840000.0,496.0,52500.0,,13120.0,0.000229008,0.1,0.7779964 +20.63,10.451641,-0.0071638585,1693.227,850000.0,502.0,53125.0,,13280.0,0.000228752,0.1,0.76851904 +20.82,10.572204,-0.006073544,1692.9133,860000.0,508.0,53750.0,,13408.0,0.0002285472,0.1,0.7800374 +20.79,10.689649,-0.006912819,1692.607,870000.0,514.0,54375.0,,13568.0,0.0002282912,0.1,0.7942383 +20.49,10.801017,-0.0069575678,1692.3077,880000.0,520.0,55000.0,,13728.0,0.0002280352,0.1,0.78790486 +20.84,10.913815,-0.0077006915,1692.0153,890000.0,526.0,55625.0,,13888.0,0.0002277792,0.1,0.7657177 +21.0,11.025883,-0.010936388,1691.7294,900000.0,532.0,56250.0,,14048.0,0.0002275232,0.1,0.70335644 +21.63,11.142412,-0.009775881,1694.5996,910000.0,537.0,56875.0,,14208.0,0.0002272672,0.1,0.76366526 +21.27,11.252495,-0.0061487067,1694.291,920000.0,543.0,57500.0,,14368.0,0.0002270112,0.1,0.68358755 +22.2,11.370209,-0.007337772,1697.0803,930000.0,548.0,58125.0,,14528.0,0.0002267552,0.1,0.6887369 +23.43,11.498506,-0.006700983,1696.7509,940000.0,554.0,58750.0,,14656.0,0.0002265504,0.1,0.73605585 +23.33,11.623047,-0.0037035565,1696.4286,950000.0,560.0,59375.0,,14816.0,0.0002262944,0.1,0.7588892 +23.56,11.747391,-0.0074406895,1699.115,960000.0,565.0,60000.0,,14976.0,0.0002260384,0.1,0.7603743 +23.95,11.87319,-0.0057434207,1698.774,970000.0,571.0,60625.0,,15136.0,0.0002257824,0.1,0.7452106 +23.65,11.993362,-0.010897382,1701.3889,980000.0,576.0,61250.0,,15296.0,0.0002255264,0.1,0.8153459 +24.08,12.115449,-0.008722112,1701.0309,990000.0,582.0,61875.0,,15456.0,0.0002252704,0.1,0.79559445 +23.54,12.229694,-0.0031301894,1700.6803,1000000.0,588.0,62500.0,,15616.0,0.0002250144,0.1,0.75072587 +23.58,12.454781,-0.008214374,1703.2041,1010000.0,593.0,63125.0,,15776.0,0.0002247584,0.1,0.7227637 +23.37,12.6786995,-0.0070731863,1702.838,1020000.0,599.0,63750.0,,15936.0,0.0002245024,0.1,0.7201799 +23.84,12.902599,-0.009577163,1705.298,1030000.0,604.0,64375.0,,16064.0,0.0002242976,0.1,0.76252854 +23.78,13.1208,-0.0074004014,1707.7175,1040000.0,609.0,65000.0,,16224.0,0.0002240416,0.1,0.7222566 +23.59,13.339001,-0.008794537,1707.317,1050000.0,615.0,65625.0,,16384.0,0.0002237856,0.1,0.70849156 +23.74,13.558201,-0.0070276433,1706.9243,1060000.0,621.0,66250.0,,16544.0,0.0002235296,0.1,0.6860068 +23.88,13.774099,-0.0065410994,1709.2651,1070000.0,626.0,66875.0,,16704.0,0.0002232736,0.1,0.7105931 +23.9,13.9908,-0.010047659,1708.8607,1080000.0,632.0,67500.0,,16864.0,0.0002230176,0.1,0.7102035 +24.43,14.2151,-0.007335063,1708.464,1090000.0,638.0,68125.0,,17024.0,0.0002227616,0.1,0.6779045 +24.6,14.438301,-0.0066958643,1708.0746,1100000.0,644.0,68750.0,,17184.0,0.0002225056,0.1,0.690475 +24.5,14.6577015,-0.008424819,1710.3236,1110000.0,649.0,69375.0,,17312.0,0.0002223008,0.1,0.6758191 +25.17,14.8783,-0.0082735075,1709.9237,1120000.0,655.0,70000.0,,17472.0,0.0002220448,0.1,0.69780004 +25.33,15.096,-0.008777877,1706.9486,1130000.0,662.0,70625.0,,17632.0,0.0002217888,0.1,0.6824881 +26.37,15.318099,-0.0048503242,1706.5868,1140000.0,668.0,71250.0,,17792.0,0.0002215328,0.1,0.68831813 +26.55,15.5389,-0.009190396,1706.2314,1150000.0,674.0,71875.0,,17952.0,0.0002212768,0.1,0.65274155 +26.53,15.762199,-0.0029024074,1708.3947,1160000.0,679.0,72500.0,,18112.0,0.0002210208,0.1,0.69522816 +27.03,15.988102,-0.005090012,1708.0292,1170000.0,685.0,73125.0,,18272.0,0.0002207648,0.1,0.67797875 +26.77,16.208101,-0.0055000177,1710.1449,1180000.0,690.0,73750.0,,18432.0,0.0002205088,0.1,0.63714135 +26.85,16.425,-0.005612832,1709.7701,1190000.0,696.0,74375.0,,18592.0,0.0002202528,0.1,0.66065645 +26.95,16.6422,-0.0039624944,1711.8402,1200000.0,701.0,75000.0,,18720.0,0.000220048,0.1,0.72419536 +26.82,16.857498,-0.004155437,1713.881,1210000.0,706.0,75625.0,,18880.0,0.000219792,0.1,0.6586287 +26.82,17.067799,-0.009714145,1713.4832,1220000.0,712.0,76250.0,,19040.0,0.000219536,0.1,0.67093897 +26.46,17.270699,-0.0034417012,1713.0919,1230000.0,718.0,76875.0,,19200.0,0.00021928,0.1,0.69595855 +26.46,17.467299,-0.008598665,1712.7072,1240000.0,724.0,77500.0,,19360.0,0.000219024,0.1,0.67429173 +26.63,17.659199,-0.0052040913,1712.3287,1250000.0,730.0,78125.0,,19520.0,0.000218768,0.1,0.6906462 +26.99,17.851198,-0.006992414,1714.2858,1260000.0,735.0,78750.0,,19680.0,0.000218512,0.1,0.71463436 +26.82,18.0381,-0.003873552,1713.9001,1270000.0,741.0,79375.0,,19840.0,0.000218256,0.1,0.680298 +27.68,18.234001,-0.009779946,1715.8177,1280000.0,746.0,80000.0,,20000.0,0.000218,0.1,0.6758813 +28.26,18.435799,-0.009953078,1717.7097,1290000.0,751.0,80625.0,,20128.0,0.0002177952,0.1,0.62742484 +29.19,18.646,-0.008627228,1717.3052,1300000.0,757.0,81250.0,,20288.0,0.0002175392,0.1,0.63791573 +30.02,18.8605,-0.010230948,1716.907,1310000.0,763.0,81875.0,,20448.0,0.0002172832,0.1,0.6572689 +31.02,19.084501,-0.010632983,1716.515,1320000.0,769.0,82500.0,,20608.0,0.0002170272,0.1,0.71096516 +31.68,19.3127,-0.007536308,1716.129,1330000.0,775.0,83125.0,,20768.0,0.0002167712,0.1,0.68506247 +32.4,19.5456,-0.0066967523,1715.749,1340000.0,781.0,83750.0,,20928.0,0.0002165152,0.1,0.61009014 +33.51,19.790302,-0.003811668,1715.3749,1350000.0,787.0,84375.0,,21088.0,0.0002162592,0.1,0.6297033 +34.07,20.037,-0.0066451645,1715.0063,1360000.0,793.0,85000.0,,21248.0,0.0002160032,0.1,0.6334896 +34.91,20.2889,-0.007919856,1716.792,1370000.0,798.0,85625.0,,21376.0,0.0002157984,0.1,0.68339264 +36.75,20.5578,0.014291054,1716.418,1380000.0,804.0,86250.0,,21536.0,0.0002155424,0.1,0.6755737 +37.06,20.831501,-0.011391444,1718.1705,1390000.0,809.0,86875.0,,21696.0,0.0002152864,0.1,0.70724 +37.42,21.1098,-0.004672699,1717.7914,1400000.0,815.0,87500.0,,21856.0,0.0002150304,0.1,0.60929036 +37.45,21.386799,-0.008122257,1719.5122,1410000.0,820.0,88125.0,,22016.0,0.0002147744,0.1,0.66245973 +38.38,21.669897,-0.009732905,1719.1283,1420000.0,826.0,88750.0,,22176.0,0.0002145184,0.1,0.6002214 +38.55,21.950998,-0.0049335384,1720.8182,1430000.0,831.0,89375.0,,22336.0,0.0002142624,0.1,0.76481724 +38.35,22.229002,-0.009326298,1722.488,1440000.0,836.0,90000.0,,22496.0,0.0002140064,0.1,0.63826406 +38.13,22.5022,-0.006173218,1722.0902,1450000.0,842.0,90625.0,,22656.0,0.0002137504,0.1,0.6808293 +37.98,22.770002,-0.0065299645,1723.7308,1460000.0,847.0,91250.0,,22784.0,0.0002135456,0.1,0.6662711 +38.84,23.046999,-0.0043075182,1725.3522,1470000.0,852.0,91875.0,,22944.0,0.0002132896,0.1,0.65134203 +36.57,23.299902,-0.006272748,1724.9418,1480000.0,858.0,92500.0,,23104.0,0.0002130336,0.1,0.6444535 +37.48,23.5581,0.00020132837,1724.537,1490000.0,864.0,93125.0,,23264.0,0.0002127776,0.1,0.6733601 +36.57,23.804005,-0.011411992,1726.122,1500000.0,869.0,93750.0,,23424.0,0.0002125216,0.1,0.64210546 +36.97,24.0531,-0.0060564713,1723.7443,1510000.0,876.0,94375.0,,23584.0,0.0002122656,0.1,0.6694325 +36.82,24.296701,-0.0046797623,1725.3121,1520000.0,881.0,95000.0,,23744.0,0.0002120096,0.1,0.6302966 +37.02,24.5405,-0.005379418,1724.9154,1530000.0,887.0,95625.0,,23904.0,0.0002117536,0.1,0.735836 +37.16,24.786901,-0.004880648,1726.4574,1540000.0,892.0,96250.0,,24032.0,0.0002115488,0.1,0.64186704 +37.2,25.032103,-0.007337964,1726.0579,1550000.0,898.0,96875.0,,24192.0,0.0002112928,0.1,0.64247847 +37.62,25.278702,-0.003686407,1727.5747,1560000.0,903.0,97500.0,,24352.0,0.0002110368,0.1,0.5939846 +38.56,25.5298,-0.0021173407,1729.0748,1570000.0,908.0,98125.0,,24512.0,0.0002107808,0.1,0.6619512 +39.11,25.785103,-0.0071215215,1730.5586,1580000.0,913.0,98750.0,,24672.0,0.0002105248,0.1,0.6283463 +38.88,26.037205,-0.0025461838,1733.9149,1590000.0,917.0,99375.0,,24832.0,0.0002102688,0.1,0.6631757 +38.49,26.2792,-0.006063352,1735.3579,1600000.0,922.0,100000.0,,24992.0,0.0002100128,0.1,0.615988 +39.37,26.523802,-0.0043648123,1736.7853,1610000.0,927.0,100625.0,,25152.0,0.0002097568,0.1,0.6647951 +38.58,26.761803,-0.0045623933,1740.0645,1620000.0,931.0,101250.0,,25312.0,0.0002095008,0.1,0.6365363 +38.81,26.999504,-0.008276427,1741.453,1630000.0,936.0,101875.0,,25440.0,0.000209296,0.1,0.6401311 +39.71,27.246103,-0.0008289406,1744.6809,1640000.0,940.0,102500.0,,25600.0,0.00020904,0.1,0.5742341 +39.87,27.490103,-0.0019882885,1746.0317,1650000.0,945.0,103125.0,,25760.0,0.000208784,0.1,0.6214187 +40.13,27.7369,-0.0039755357,1747.3684,1660000.0,950.0,103750.0,,25920.0,0.000208528,0.1,0.56140614 +40.39,27.9876,-0.0022725952,1748.691,1670000.0,955.0,104375.0,,26080.0,0.000208272,0.1,0.61609936 +39.77,28.233099,-9.750447e-05,1750.0,1680000.0,960.0,105000.0,,26240.0,0.000208016,0.1,0.6432083 +39.74,28.476198,-0.0030209343,1751.2953,1690000.0,965.0,105625.0,,26400.0,0.00020776,0.1,0.5844029 +40.0,28.7175,-0.006034512,1752.5773,1700000.0,970.0,106250.0,,26560.0,0.000207504,0.1,0.63486177 +40.13,28.954199,-0.0084012365,1755.6469,1710000.0,974.0,106875.0,,26688.0,0.0002072992,0.1,0.57774603 +40.9,29.194496,-0.007746743,1756.8948,1720000.0,979.0,107500.0,,26848.0,0.0002070432,0.1,0.600374 +41.69,29.434198,-0.0006409747,1759.9186,1730000.0,983.0,108125.0,,27008.0,0.0002067872,0.1,0.56915665 +41.56,29.6702,-0.004037139,1761.1335,1740000.0,988.0,108750.0,,27168.0,0.0002065312,0.1,0.5541676 +41.49,29.9047,-0.0018757909,1762.3363,1750000.0,993.0,109375.0,,27328.0,0.0002062752,0.1,0.6432185 +42.53,30.1495,0.0028834597,1763.5271,1760000.0,998.0,110000.0,,27488.0,0.0002060192,0.1,0.58625036 +42.16,30.390501,0.0096762,1766.467,1770000.0,1002.0,110625.0,,27648.0,0.0002057632,0.1,0.60577583 +42.58,30.642601,-0.004932387,1767.6266,1780000.0,1007.0,111250.0,,27808.0,0.0002055072,0.1,0.666568 +43.34,30.904402,-0.004856223,1768.7747,1790000.0,1012.0,111875.0,,27968.0,0.0002052512,0.1,0.57643354 +44.37,31.1706,-0.006881748,1771.6536,1800000.0,1016.0,112500.0,,28096.0,0.0002050464,0.1,0.6083488 +45.91,31.446901,-0.0033234821,1772.7719,1810000.0,1021.0,113125.0,,28256.0,0.0002047904,0.1,0.6058483 +46.56,31.7212,0.0029948128,1775.6097,1820000.0,1025.0,113750.0,,28416.0,0.0002045344,0.1,0.5987631 +47.35,32.002804,-0.0051453686,1776.699,1830000.0,1030.0,114375.0,,28576.0,0.0002042784,0.1,0.6363429 +47.07,32.2708,-0.005683327,1777.7778,1840000.0,1035.0,115000.0,,28736.0,0.0002040224,0.1,0.58966684 +47.39,32.538403,-0.005333727,1778.8462,1850000.0,1040.0,115625.0,,28896.0,0.0002037664,0.1,0.6306106 +47.57,32.8059,-0.0071989186,1779.9043,1860000.0,1045.0,116250.0,,29056.0,0.0002035104,0.1,0.5660393 +47.69,33.0749,-0.0021112156,1780.9524,1870000.0,1050.0,116875.0,,29216.0,0.0002032544,0.1,0.68170565 +49.83,33.3683,-0.0034051666,1783.6813,1880000.0,1054.0,117500.0,,29344.0,0.0002030496,0.1,0.6429447 +49.69,33.6568,-0.00649516,1784.7025,1890000.0,1059.0,118125.0,,29504.0,0.0002027936,0.1,0.58809376 +51.41,33.9609,0.00036930566,1785.7142,1900000.0,1064.0,118750.0,,29664.0,0.0002025376,0.1,0.63448083 +54.32,34.287796,-0.003315659,1786.7166,1910000.0,1069.0,119375.0,,29824.0,0.0002022816,0.1,0.65233445 +53.7,34.6121,-0.0056750975,1789.3756,1920000.0,1073.0,120000.0,,29984.0,0.0002020256,0.1,0.5404811 +52.59,34.916,-0.008661458,1790.3525,1930000.0,1078.0,120625.0,,30144.0,0.0002017696,0.1,0.56055653 +51.34,35.195103,-0.0014206594,1792.976,1940000.0,1082.0,121250.0,,30304.0,0.0002015136,0.1,0.6397456 +51.66,35.478397,-0.0025870972,1793.9282,1950000.0,1087.0,121875.0,,30464.0,0.0002012576,0.1,0.6443178 +53.48,35.7776,-0.004054742,1794.8718,1960000.0,1092.0,122500.0,,30624.0,0.0002010016,0.1,0.6081319 +54.28,36.080902,-0.0064632576,1797.4453,1970000.0,1096.0,123125.0,,30752.0,0.0002007968,0.1,0.6196759 +53.75,36.3819,-0.0069958195,1798.3651,1980000.0,1101.0,123750.0,,30912.0,0.0002005408,0.1,0.62407166 +51.93,36.6604,-0.0062499987,1799.2767,1990000.0,1106.0,124375.0,,31072.0,0.0002002848,0.1,0.61450917 +51.83,36.943302,-0.0025547652,1800.18,2000000.0,1111.0,125000.0,,31232.0,0.0002000288,0.1,0.54400027 +53.14,37.2389,-0.005906336,1801.0753,2010000.0,1116.0,125625.0,,31392.0,0.0001997728,0.1,0.5852462 +54.84,37.5536,-0.0020916706,1803.5714,2020000.0,1120.0,126250.0,,31552.0,0.0001995168,0.1,0.64240444 +52.29,37.8381,-0.004430011,1804.4445,2030000.0,1125.0,126875.0,,31712.0,0.0001992608,0.1,0.57918143 +53.32,38.1335,-0.0079795,1805.3097,2040000.0,1130.0,127500.0,,31872.0,0.0001990048,0.1,0.5927371 +53.31,38.430702,-0.0037707726,1807.7601,2050000.0,1134.0,128125.0,,32000.0,0.0001988,0.1,0.53565913 +57.24,38.7657,-0.0035414037,1808.604,2060000.0,1139.0,128750.0,,32160.0,0.000198544,0.1,0.6066414 +56.44,39.0913,-0.0085171405,1809.4406,2070000.0,1144.0,129375.0,,32320.0,0.000198288,0.1,0.5908515 +56.11,39.413403,-0.009592672,1810.2698,2080000.0,1149.0,130000.0,,32480.0,0.000198032,0.1,0.5283638 +55.34,39.722504,-0.0031812738,1811.0918,2090000.0,1154.0,130625.0,,32640.0,0.000197776,0.1,0.58611166 +58.06,40.057102,-0.003515819,1811.9069,2100000.0,1159.0,131250.0,,32800.0,0.00019752,0.1,0.6033941 +59.18,40.4039,-0.0034487913,1812.7147,2110000.0,1164.0,131875.0,,32960.0,0.000197264,0.1,0.6153573 +61.54,40.7676,0.0028546937,1815.0685,2120000.0,1168.0,132500.0,,33120.0,0.000197008,0.1,0.6007489 +60.5,41.119297,-0.002017676,1815.8568,2130000.0,1173.0,133125.0,,33280.0,0.000196752,0.1,0.5772377 +58.38,41.4394,-0.004631851,1816.6384,2140000.0,1178.0,133750.0,,33408.0,0.0001965472,0.1,0.5974132 +58.58,41.7597,-0.0035782033,1817.4133,2150000.0,1183.0,134375.0,,33568.0,0.0001962912,0.1,0.59989285 +59.02,42.0846,-0.0037590303,1818.1818,2160000.0,1188.0,135000.0,,33728.0,0.0001960352,0.1,0.5641522 +58.66,42.4009,-0.0033891161,1820.4698,2170000.0,1192.0,135625.0,,33888.0,0.0001957792,0.1,0.521783 +55.78,42.691,-0.00017635629,1819.6995,2180000.0,1198.0,136250.0,,34048.0,0.0001955232,0.1,0.52573955 +56.36,42.9861,-0.0016149171,1820.4489,2190000.0,1203.0,136875.0,,34208.0,0.0001952672,0.1,0.5637677 +57.23,43.288902,0.0059612966,1822.7009,2200000.0,1207.0,137500.0,,34368.0,0.0001950112,0.1,0.5019384 +57.45,43.5952,-0.0011564016,1823.4324,2210000.0,1212.0,138125.0,,34528.0,0.0001947552,0.1,0.5369783 +55.89,43.885902,0.0009953135,1825.6578,2220000.0,1216.0,138750.0,,34656.0,0.0001945504,0.1,0.51648575 +51.63,44.137604,-0.0036232364,1826.3718,2230000.0,1221.0,139375.0,,34816.0,0.0001942944,0.1,0.56167376 +51.42,44.387203,-0.008001295,1827.08,2240000.0,1226.0,140000.0,,34976.0,0.0001940384,0.1,0.56453854 +50.97,44.6306,-0.0030118234,1829.2683,2250000.0,1230.0,140625.0,,35136.0,0.0001937824,0.1,0.521758 +50.13,44.861996,0.0015477989,1829.9595,2260000.0,1235.0,141250.0,,35296.0,0.0001935264,0.1,0.55877054 +50.64,45.100204,-0.0018052971,1829.17,2270000.0,1241.0,141875.0,,35456.0,0.0001932704,0.1,0.5093777 +49.9,45.3224,-0.0033140262,1829.8556,2280000.0,1246.0,142500.0,,35616.0,0.0001930144,0.1,0.5470911 +50.37,45.543503,-0.0061734477,1830.5355,2290000.0,1251.0,143125.0,,35776.0,0.0001927584,0.1,0.5804653 +51.93,45.770905,-0.0016838034,1831.2102,2300000.0,1256.0,143750.0,,35936.0,0.0001925024,0.1,0.5212685 +51.76,45.9883,-0.0035256355,1833.3334,2310000.0,1260.0,144375.0,,36064.0,0.0001922976,0.1,0.500609 +51.9,46.197098,0.0013734751,1833.9921,2320000.0,1265.0,145000.0,,36224.0,0.0001920416,0.1,0.5266125 +52.98,46.4101,-0.004511161,1836.0914,2330000.0,1269.0,145625.0,,36384.0,0.0001917856,0.1,0.45402157 +54.89,46.634995,-0.0016319195,1836.7347,2340000.0,1274.0,146250.0,,36544.0,0.0001915296,0.1,0.5490452 +55.52,46.8551,-0.004929497,1835.9375,2350000.0,1280.0,146875.0,,36704.0,0.0001912736,0.1,0.5505924 +58.85,47.1029,-0.00096300524,1836.5759,2360000.0,1285.0,147500.0,,36864.0,0.0001910176,0.1,0.5782526 +59.91,47.352905,0.001106933,1838.6346,2370000.0,1289.0,148125.0,,37024.0,0.0001907616,0.1,0.5520185 +62.88,47.6142,-0.0008333342,1837.8379,2380000.0,1295.0,148750.0,,37184.0,0.0001905056,0.1,0.55633247 +64.12,47.8848,-0.0045821336,1839.8768,2390000.0,1299.0,149375.0,,37312.0,0.0001903008,0.1,0.537454 +64.17,48.152298,-0.00093498826,1840.4908,2400000.0,1304.0,150000.0,,37472.0,0.0001900448,0.1,0.61027956 +65.53,48.4331,-0.00014927005,1841.1001,2410000.0,1309.0,150625.0,,37632.0,0.0001897888,0.1,0.546862 +66.26,48.711895,0.0031194342,1843.1074,2420000.0,1313.0,151250.0,,37792.0,0.0001895328,0.1,0.62777007 +66.59,48.992294,-0.0028688263,1843.7026,2430000.0,1318.0,151875.0,,37952.0,0.0001892768,0.1,0.5182173 +67.83,49.287094,-0.0021436845,1844.2932,2440000.0,1323.0,152500.0,,38112.0,0.0001890208,0.1,0.5560225 +67.03,49.5761,-0.008439743,1844.8795,2450000.0,1328.0,153125.0,,38272.0,0.0001887648,0.1,0.5495986 +65.49,49.851196,0.0017073597,1845.4614,2460000.0,1333.0,153750.0,,38432.0,0.0001885088,0.1,0.54878026 +66.71,50.1299,0.0019769138,1846.0388,2470000.0,1338.0,154375.0,,38592.0,0.0001882528,0.1,0.562289 +65.73,50.421505,0.0038222324,1847.988,2480000.0,1342.0,155000.0,,38720.0,0.000188048,0.1,0.5685706 +66.73,50.714005,-0.00072457513,1848.5524,2490000.0,1347.0,155625.0,,38880.0,0.000187792,0.1,0.562407 +66.75,51.0158,-0.001996401,1849.1124,2500000.0,1352.0,156250.0,,39040.0,0.000187536,0.1,0.56285256 +65.75,51.303604,-0.004092444,1848.3063,2510000.0,1358.0,156875.0,,39200.0,0.00018728,0.1,0.5423691 +65.2,51.587402,-0.004066719,1850.2202,2520000.0,1362.0,157500.0,,39360.0,0.000187024,0.1,0.556129 +64.98,51.867,-0.0029139996,1850.7681,2530000.0,1367.0,158125.0,,39520.0,0.000186768,0.1,0.5863528 +65.26,52.148003,0.00040564616,1851.312,2540000.0,1372.0,158750.0,,39680.0,0.000186512,0.1,0.55985653 +65.32,52.4292,0.0011812561,1851.8518,2550000.0,1377.0,159375.0,,39840.0,0.000186256,0.1,0.61589384 +65.98,52.7128,-0.0011959686,1853.7291,2560000.0,1381.0,160000.0,,40000.0,0.000186,0.1,0.51145405 +65.41,52.9813,0.0012747103,1854.2568,2570000.0,1386.0,160625.0,,40128.0,0.0001857952,0.1,0.55808413 +67.53,53.265503,-0.0056598596,1854.7808,2580000.0,1391.0,161250.0,,40288.0,0.0001855392,0.1,0.46677843 +67.71,53.5538,-0.0049759024,1855.3009,2590000.0,1396.0,161875.0,,40448.0,0.0001852832,0.1,0.5319372 +70.15,53.8704,-0.010447305,1855.8173,2600000.0,1401.0,162500.0,,40608.0,0.0001850272,0.1,0.56026196 +70.95,54.186203,-0.005436339,1856.33,2610000.0,1406.0,163125.0,,40768.0,0.0001847712,0.1,0.5796002 +70.83,54.508705,-0.0030305032,1856.8391,2620000.0,1411.0,163750.0,,40928.0,0.0001845152,0.1,0.64102924 +69.69,54.8175,-0.003410787,1857.3446,2630000.0,1416.0,164375.0,,41088.0,0.0001842592,0.1,0.60551167 +71.09,55.1313,0.006991204,1856.54,2640000.0,1422.0,165000.0,,41248.0,0.0001840032,0.1,0.6053756 +72.43,55.456905,0.018833052,1857.0427,2650000.0,1427.0,165625.0,,41376.0,0.0001837984,0.1,0.5391073 +75.37,55.809303,-0.00033180148,1857.5419,2660000.0,1432.0,166250.0,,41536.0,0.0001835424,0.1,0.61307335 +75.03,56.155697,0.0007117458,1858.0376,2670000.0,1437.0,166875.0,,41696.0,0.0001832864,0.1,0.5407388 +75.19,56.5099,-0.0036731255,1858.5298,2680000.0,1442.0,167500.0,,41856.0,0.0001830304,0.1,0.60134023 +76.97,56.882202,0.004991429,1860.3043,2690000.0,1446.0,168125.0,,42016.0,0.0001827744,0.1,0.60870093 +77.7,57.2592,0.007446748,1860.7856,2700000.0,1451.0,168750.0,,42176.0,0.0001825184,0.1,0.6097994 +75.62,57.6141,-0.00042325718,1861.2638,2710000.0,1456.0,169375.0,,42336.0,0.0001822624,0.1,0.60093176 +75.84,57.9635,-0.002677041,1861.7385,2720000.0,1461.0,170000.0,,42496.0,0.0001820064,0.1,0.59814227 +75.54,58.302002,-0.004455017,1860.9407,2730000.0,1467.0,170625.0,,42656.0,0.0001817504,0.1,0.6370604 +75.02,58.636597,-0.004292476,1862.6785,2740000.0,1471.0,171250.0,,42784.0,0.0001815456,0.1,0.5879892 +74.14,58.963097,-0.0007397752,1864.4067,2750000.0,1475.0,171875.0,,42944.0,0.0001812896,0.1,0.595588 +74.94,59.2872,-0.0020967755,1863.6057,2760000.0,1481.0,172500.0,,43104.0,0.0001810336,0.1,0.63171816 +74.23,59.6079,-0.005614273,1864.0646,2770000.0,1486.0,173125.0,,43264.0,0.0001807776,0.1,0.59762526 +74.72,59.929306,-0.008820518,1864.5205,2780000.0,1491.0,173750.0,,43424.0,0.0001805216,0.1,0.5369899 +72.8,60.2239,-0.0066766553,1864.9733,2790000.0,1496.0,174375.0,,43584.0,0.0001802656,0.1,0.61696136 +71.87,60.4989,-0.005203994,1866.6666,2800000.0,1500.0,175000.0,,43744.0,0.0001800096,0.1,0.5923516 +71.21,60.7519,-0.005000152,1867.1096,2810000.0,1505.0,175625.0,,43904.0,0.0001797536,0.1,0.53500134 +68.99,60.9762,0.0005333027,1867.5497,2820000.0,1510.0,176250.0,,44032.0,0.0001795488,0.1,0.53729045 +71.04,61.213104,-0.0014861774,1869.2206,2830000.0,1514.0,176875.0,,44192.0,0.0001792928,0.1,0.5697326 +72.56,61.468002,-0.00845715,1869.6511,2840000.0,1519.0,177500.0,,44352.0,0.0001790368,0.1,0.55840576 +73.82,61.732304,0.00391033,1871.3066,2850000.0,1523.0,178125.0,,44512.0,0.0001787808,0.1,0.5394893 +71.4,61.9706,-0.0015165436,1870.5035,2860000.0,1529.0,178750.0,,44672.0,0.0001785248,0.1,0.52121377 +73.17,62.225395,-0.0012099487,1870.9257,2870000.0,1534.0,179375.0,,44832.0,0.0001782688,0.1,0.5479789 +74.22,62.469303,-0.0051785996,1871.345,2880000.0,1539.0,180000.0,,44992.0,0.0001780128,0.1,0.63634044 +75.66,62.729,0.003951354,1871.7617,2890000.0,1544.0,180625.0,,45152.0,0.0001777568,0.1,0.5981136 +76.85,62.98341,0.0023606236,1872.1755,2900000.0,1549.0,181250.0,,45312.0,0.0001775008,0.1,0.5705037 +76.08,63.201004,0.0007519582,1873.7926,2910000.0,1553.0,181875.0,,45440.0,0.000177296,0.1,0.59313434 +75.93,63.423306,-0.0015663707,1874.1976,2920000.0,1558.0,182500.0,,45600.0,0.00017704,0.1,0.6381951 +76.92,63.666603,-0.00139866,1874.6001,2930000.0,1563.0,183125.0,,45760.0,0.000176784,0.1,0.51486814 +76.29,63.916103,0.001668505,1875.0,2940000.0,1568.0,183750.0,,45920.0,0.000176528,0.1,0.60477006 +78.33,64.1828,0.001949785,1875.3973,2950000.0,1573.0,184375.0,,46080.0,0.000176272,0.1,0.53105676 +78.51,64.4331,-0.0056133154,1876.9816,2960000.0,1577.0,185000.0,,46240.0,0.000176016,0.1,0.590508 +80.38,64.6941,-0.001889236,1877.3704,2970000.0,1582.0,185625.0,,46400.0,0.00017576,0.1,0.62604153 +81.81,64.9747,0.004926409,1877.7567,2980000.0,1587.0,186250.0,,46560.0,0.000175504,0.1,0.6302886 +81.22,65.2676,-0.0012136627,1879.3212,2990000.0,1591.0,186875.0,,46688.0,0.0001752992,0.1,0.6298293 +80.07,65.55,0.00035914546,1880.8777,3000000.0,1595.0,187500.0,,46848.0,0.0001750432,0.1,0.6576057 +79.6,65.8146,0.0022885506,1881.25,3010000.0,1600.0,188125.0,,47008.0,0.0001747872,0.1,0.6112596 +77.24,66.038605,-0.00013709124,1881.62,3020000.0,1605.0,188750.0,,47168.0,0.0001745312,0.1,0.61391366 +76.47,66.2804,0.0022836067,1881.9875,3030000.0,1610.0,189375.0,,47328.0,0.0001742752,0.1,0.5993584 +76.35,66.51071,-0.00159029,1882.3529,3040000.0,1615.0,190000.0,,47488.0,0.0001740192,0.1,0.562736 +77.14,66.74901,-0.004102718,1882.7161,3050000.0,1620.0,190625.0,,47648.0,0.0001737632,0.1,0.5580803 +81.13,66.98791,0.018176697,1881.9188,3060000.0,1626.0,191250.0,,47808.0,0.0001735072,0.1,0.59730303 +81.16,67.2351,0.0017422835,1883.4355,3070000.0,1630.0,191875.0,,47968.0,0.0001732512,0.1,0.6002491 +81.09,67.4849,0.001612284,1884.945,3080000.0,1634.0,192500.0,,48096.0,0.0001730464,0.1,0.63931257 +76.02,67.691696,-0.0035460647,1885.2959,3090000.0,1639.0,193125.0,,48256.0,0.0001727904,0.1,0.5015027 +77.18,67.882904,0.0030165575,1885.6448,3100000.0,1644.0,193750.0,,48416.0,0.0001725344,0.1,0.6505094 +74.24,68.03351,-0.0049511846,1887.1359,3110000.0,1648.0,194375.0,,48576.0,0.0001722784,0.1,0.61835605 +77.05,68.18861,0.0010372007,1887.4773,3120000.0,1653.0,195000.0,,48736.0,0.0001720224,0.1,0.5732368 +82.28,68.406395,0.015426852,1888.9559,3130000.0,1657.0,195625.0,,48896.0,0.0001717664,0.1,0.6188998 +85.49,68.6775,0.010624003,1888.1539,3140000.0,1663.0,196250.0,,49056.0,0.0001715104,0.1,0.5864059 +88.29,68.9746,0.015872436,1888.4893,3150000.0,1668.0,196875.0,,49216.0,0.0001712544,0.1,0.6172905 +90.86,69.293,0.0027231984,1889.9521,3160000.0,1672.0,197500.0,,49344.0,0.0001710496,0.1,0.6233833 +91.14,69.617805,-0.00015256688,1890.2803,3170000.0,1677.0,198125.0,,49504.0,0.0001707936,0.1,0.6087465 +90.38,69.9638,-0.0002522281,1890.6064,3180000.0,1682.0,198750.0,,49664.0,0.0001705376,0.1,0.6408345 +90.33,70.3035,-0.0002032991,1892.0522,3190000.0,1686.0,199375.0,,49824.0,0.0001702816,0.1,0.63400084 +88.12,70.612404,-0.0019656357,1892.3713,3200000.0,1691.0,200000.0,,49984.0,0.0001700256,0.1,0.5779365 +88.55,70.9234,-0.0007258144,1892.6887,3210000.0,1696.0,200625.0,,50144.0,0.0001697696,0.1,0.6042961 +88.82,71.2527,0.0023478053,1894.1177,3220000.0,1700.0,201250.0,,50304.0,0.0001695136,0.1,0.5887046 +88.06,71.617,0.007189508,1894.4281,3230000.0,1705.0,201875.0,,50464.0,0.0001692576,0.1,0.61012375 +92.02,72.022995,0.01374675,1894.7368,3240000.0,1710.0,202500.0,,50624.0,0.0001690016,0.1,0.64007866 +90.85,72.4218,-0.00042590464,1896.1494,3250000.0,1714.0,203125.0,,50752.0,0.0001687968,0.1,0.6762067 +86.17,72.7822,0.009339562,1896.4514,3260000.0,1719.0,203750.0,,50912.0,0.0001685408,0.1,0.6279003 +86.74,73.1432,0.03169965,1897.8525,3270000.0,1723.0,204375.0,,51072.0,0.0001682848,0.1,0.6346033 +88.58,73.53001,0.0073939255,1898.1482,3280000.0,1728.0,205000.0,,51232.0,0.0001680288,0.1,0.70877635 +85.77,73.884,-0.0029761735,1897.3472,3290000.0,1734.0,205625.0,,51392.0,0.0001677728,0.1,0.68797565 +87.55,74.240204,0.00923026,1897.6423,3300000.0,1739.0,206250.0,,51552.0,0.0001675168,0.1,0.68528694 +90.25,74.6251,0.008273356,1897.9358,3310000.0,1744.0,206875.0,,51712.0,0.0001672608,0.1,0.69596064 +88.13,74.9874,0.006695586,1898.2275,3320000.0,1749.0,207500.0,,51872.0,0.0001670048,0.1,0.71895033 +88.24,75.34,-0.00086471374,1898.5177,3330000.0,1754.0,208125.0,,52000.0,0.0001668,0.1,0.660407 +91.86,75.7097,0.018361067,1898.8062,3340000.0,1759.0,208750.0,,52160.0,0.000166544,0.1,0.6965097 +95.56,76.1101,0.0066337204,1900.1702,3350000.0,1763.0,209375.0,,52320.0,0.000166288,0.1,0.6997144 +95.89,76.4805,0.0076811216,1900.4525,3360000.0,1768.0,210000.0,,52480.0,0.000166032,0.1,0.716033 +92.34,76.8048,-0.005951907,1900.7333,3370000.0,1773.0,210625.0,,52640.0,0.000165776,0.1,0.7320416 +92.57,77.1017,-0.0009956097,1901.0123,3380000.0,1778.0,211250.0,,52800.0,0.00016552,0.1,0.6385007 +94.29,77.4034,0.0040597455,1901.2899,3390000.0,1783.0,211875.0,,52960.0,0.000165264,0.1,0.7531452 +92.87,77.6904,0.004368627,1901.566,3400000.0,1788.0,212500.0,,53120.0,0.000165008,0.1,0.6968036 +86.96,77.9047,-0.00016243011,1901.8405,3410000.0,1793.0,213125.0,,53280.0,0.000164752,0.1,0.6583749 +88.56,78.1277,-0.0029878668,1903.172,3420000.0,1797.0,213750.0,,53408.0,0.0001645472,0.1,0.63456416 +93.69,78.398705,-0.000634773,1903.4407,3430000.0,1802.0,214375.0,,53568.0,0.0001642912,0.1,0.721445 +90.5,78.6254,0.005743417,1903.7078,3440000.0,1807.0,215000.0,,53728.0,0.0001640352,0.1,0.7262298 +91.4,78.869095,0.0079941,1905.0249,3450000.0,1811.0,215625.0,,53888.0,0.0001637792,0.1,0.6523623 +92.08,79.135,0.004173925,1905.2864,3460000.0,1816.0,216250.0,,54048.0,0.0001635232,0.1,0.6457089 +91.69,79.384796,-0.00040345127,1905.5464,3470000.0,1821.0,216875.0,,54208.0,0.0001632672,0.1,0.7113558 +89.89,79.6264,0.009452088,1906.8494,3480000.0,1825.0,217500.0,,54368.0,0.0001630112,0.1,0.653428 +89.42,79.8533,-0.0042459923,1907.1039,3490000.0,1830.0,218125.0,,54528.0,0.0001627552,0.1,0.7012699 +92.41,80.1099,0.011355621,1908.397,3500000.0,1834.0,218750.0,,54656.0,0.0001625504,0.1,0.6654179 +95.54,80.40781,0.01994175,1908.646,3510000.0,1839.0,219375.0,,54816.0,0.0001622944,0.1,0.6563977 +95.04,80.7062,0.0030182095,1908.8937,3520000.0,1844.0,220000.0,,54976.0,0.0001620384,0.1,0.69503725 +94.59,81.002304,-0.0016311945,1909.1401,3530000.0,1849.0,220625.0,,55136.0,0.0001617824,0.1,0.65344846 +95.67,81.3064,-0.0019079805,1910.4155,3540000.0,1853.0,221250.0,,55296.0,0.0001615264,0.1,0.6709116 +96.35,81.6167,0.004618165,1910.6566,3550000.0,1858.0,221875.0,,55456.0,0.0001612704,0.1,0.6673304 +92.97,81.886604,0.019925972,1910.8964,3560000.0,1863.0,222500.0,,55616.0,0.0001610144,0.1,0.5888627 +93.43,82.166794,0.0041812323,1911.1349,3570000.0,1868.0,223125.0,,55776.0,0.0001607584,0.1,0.6072937 +98.2,82.4735,0.024008444,1911.3721,3580000.0,1873.0,223750.0,,55936.0,0.0001605024,0.1,0.6129954 +100.02,82.7966,0.00039445417,1912.6266,3590000.0,1877.0,224375.0,,56064.0,0.0001602976,0.1,0.6439162 +100.53,83.10041,0.0007615879,1913.8756,3600000.0,1881.0,225000.0,,56224.0,0.0001600416,0.1,0.6499139 +100.01,83.391,-0.00063044543,1914.1039,3610000.0,1886.0,225625.0,,56384.0,0.0001597856,0.1,0.67376983 +96.49,83.6476,0.0052013723,1914.331,3620000.0,1891.0,226250.0,,56544.0,0.0001595296,0.1,0.67580676 +97.33,83.924,0.0032749565,1914.557,3630000.0,1896.0,226875.0,,56704.0,0.0001592736,0.1,0.64188194 +94.01,84.15319,0.014773832,1914.7817,3640000.0,1901.0,227500.0,,56864.0,0.0001590176,0.1,0.6097355 +94.81,84.37699,0.0016347725,1915.0052,3650000.0,1906.0,228125.0,,57024.0,0.0001587616,0.1,0.610653 +93.52,84.55849,0.0032814397,1915.2277,3660000.0,1911.0,228750.0,,57184.0,0.0001585056,0.1,0.63964033 +94.81,84.75628,0.003217741,1916.4491,3670000.0,1915.0,229375.0,,57312.0,0.0001583008,0.1,0.67617613 +96.19,84.966286,0.005754631,1917.6654,3680000.0,1919.0,230000.0,,57472.0,0.0001580448,0.1,0.6615011 +97.86,85.17519,0.00040925224,1917.8794,3690000.0,1924.0,230625.0,,57632.0,0.0001577888,0.1,0.62030804 +96.76,85.3658,0.0019011904,1918.0923,3700000.0,1929.0,231250.0,,57792.0,0.0001575328,0.1,0.6111101 +98.94,85.59901,0.003429354,1918.3041,3710000.0,1934.0,231875.0,,57952.0,0.0001572768,0.1,0.5718324 +97.78,85.818405,0.014228183,1918.5146,3720000.0,1939.0,232500.0,,58112.0,0.0001570208,0.1,0.6624722 +101.73,86.080315,-0.0032071797,1917.7378,3730000.0,1945.0,233125.0,,58272.0,0.0001567648,0.1,0.5826758 +101.5,86.345116,0.0008137785,1917.9487,3740000.0,1950.0,233750.0,,58432.0,0.0001565088,0.1,0.5790005 +104.6,86.649704,0.015326291,1918.1586,3750000.0,1955.0,234375.0,,58592.0,0.0001562528,0.1,0.5626314 +111.03,87.0106,0.010976534,1919.3466,3760000.0,1959.0,235000.0,,58720.0,0.000156048,0.1,0.6390164 +112.88,87.3971,0.007027273,1920.5298,3770000.0,1963.0,235625.0,,58880.0,0.000155792,0.1,0.6195017 +114.42,87.7941,0.018886482,1920.7317,3780000.0,1968.0,236250.0,,59040.0,0.000155536,0.1,0.5989341 +115.28,88.2189,0.0089164935,1920.9326,3790000.0,1973.0,236875.0,,59200.0,0.00015528,0.1,0.6714605 +115.31,88.65329,0.0065013245,1920.1617,3800000.0,1979.0,237500.0,,59360.0,0.000155024,0.1,0.5803566 +116.0,89.101204,0.0068794973,1920.3629,3810000.0,1984.0,238125.0,,59520.0,0.000154768,0.1,0.6029969 +120.55,89.61679,0.0017209477,1921.5292,3820000.0,1988.0,238750.0,,59680.0,0.000154512,0.1,0.626682 +120.13,90.1077,0.008245493,1921.7261,3830000.0,1993.0,239375.0,,59840.0,0.000154256,0.1,0.6418212 +119.01,90.5722,0.003344063,1921.9219,3840000.0,1998.0,240000.0,,60000.0,0.000154,0.1,0.60215354 +120.19,91.0359,0.014104536,1922.1168,3850000.0,2003.0,240625.0,,60128.0,0.0001537952,0.1,0.659351 +120.32,91.5251,0.0005135853,1922.3108,3860000.0,2008.0,241250.0,,60288.0,0.0001535392,0.1,0.60018945 +119.07,91.98411,0.013007801,1923.4592,3870000.0,2012.0,241875.0,,60448.0,0.0001532832,0.1,0.609682 +117.29,92.4148,0.0036031757,1923.6489,3880000.0,2017.0,242500.0,,60608.0,0.0001530272,0.1,0.67975295 +116.62,92.8244,0.012970302,1923.8378,3890000.0,2022.0,243125.0,,60768.0,0.0001527712,0.1,0.64994246 +113.49,93.1908,-0.0036110608,1924.0256,3900000.0,2027.0,243750.0,,60928.0,0.0001525152,0.1,0.63280874 +114.4,93.574005,0.002110899,1924.2126,3910000.0,2032.0,244375.0,,61088.0,0.0001522592,0.1,0.60159624 +119.39,94.00859,0.009428326,1924.3987,3920000.0,2037.0,245000.0,,61248.0,0.0001520032,0.1,0.6952702 +118.6,94.4254,0.0033814318,1925.5267,3930000.0,2041.0,245625.0,,61376.0,0.0001517984,0.1,0.675575 +120.56,94.86809,0.004904645,1925.7087,3940000.0,2046.0,246250.0,,61536.0,0.0001515424,0.1,0.6227273 +125.41,95.33889,0.0024924001,1926.8292,3950000.0,2050.0,246875.0,,61696.0,0.0001512864,0.1,0.60896444 +125.35,95.80728,0.005690028,1927.0073,3960000.0,2055.0,247500.0,,61856.0,0.0001510304,0.1,0.62299395 +125.44,96.25789,0.004738258,1928.1205,3970000.0,2059.0,248125.0,,62016.0,0.0001507744,0.1,0.65207255 +128.2,96.721794,0.011614902,1928.2946,3980000.0,2064.0,248750.0,,62176.0,0.0001505184,0.1,0.5921904 +129.3,97.2026,0.0023137527,1928.4679,3990000.0,2069.0,249375.0,,62336.0,0.0001502624,0.1,0.632139 +127.46,97.676506,0.0073169945,1929.5707,4000000.0,2073.0,250000.0,,62496.0,0.0001500064,0.1,0.63259566 +128.81,98.168594,0.021090167,1929.7401,4010000.0,2078.0,250625.0,,62656.0,0.0001497504,0.1,0.644459 +126.87,98.664894,0.0240713,1930.8357,4020000.0,2082.0,251250.0,,62784.0,0.0001495456,0.1,0.54320705 +128.91,99.1893,0.01954569,1931.0015,4030000.0,2087.0,251875.0,,62944.0,0.0001492896,0.1,0.6436455 +133.99,99.7657,0.0046262313,1931.1664,4040000.0,2092.0,252500.0,,63104.0,0.0001490336,0.1,0.64018613 +131.11,100.30541,0.0015907696,1932.252,4050000.0,2096.0,253125.0,,63264.0,0.0001487776,0.1,0.6595592 +131.51,100.80921,0.003410399,1932.4131,4060000.0,2101.0,253750.0,,63424.0,0.0001485216,0.1,0.6316651 +122.68,101.2244,0.013948799,1933.4917,4070000.0,2105.0,254375.0,,63584.0,0.0001482656,0.1,0.6380272 +128.18,101.69529,0.017968839,1932.7333,4080000.0,2111.0,255000.0,,63744.0,0.0001480096,0.1,0.62937725 +130.14,102.23647,0.029767724,1932.8922,4090000.0,2116.0,255625.0,,63904.0,0.0001477536,0.1,0.689822 +130.42,102.768875,0.006552934,1933.9623,4100000.0,2120.0,256250.0,,64032.0,0.0001475488,0.1,0.6958444 +130.84,103.33489,0.007949928,1934.1177,4110000.0,2125.0,256875.0,,64192.0,0.0001472928,0.1,0.6402974 +129.2,103.856384,0.003378592,1934.2723,4120000.0,2130.0,257500.0,,64352.0,0.0001470368,0.1,0.6951026 +128.56,104.31919,-0.0007364355,1934.4263,4130000.0,2135.0,258125.0,,64512.0,0.0001467808,0.1,0.7255335 +129.07,104.75499,0.013847708,1934.5795,4140000.0,2140.0,258750.0,,64672.0,0.0001465248,0.1,0.68205225 +132.65,105.1986,0.0030358995,1934.7319,4150000.0,2145.0,259375.0,,64832.0,0.0001462688,0.1,0.6074436 +128.01,105.5701,0.009360802,1934.8837,4160000.0,2150.0,260000.0,,64992.0,0.0001460128,0.1,0.68578887 +129.1,105.9497,0.010279944,1935.9331,4170000.0,2154.0,260625.0,,65152.0,0.0001457568,0.1,0.70857537 +125.17,106.2976,-0.00020765042,1936.0815,4180000.0,2159.0,261250.0,,65312.0,0.0001455008,0.1,0.72542495 +119.5,106.589294,0.007066044,1936.2292,4190000.0,2164.0,261875.0,,65440.0,0.000145296,0.1,0.7329992 +121.98,106.9279,7.82311e-06,1937.2694,4200000.0,2168.0,262500.0,,65600.0,0.00014504,0.1,0.70265985 +124.05,107.2829,0.010229798,1937.4137,4210000.0,2173.0,263125.0,,65760.0,0.000144784,0.1,0.69705474 +120.32,107.5979,-4.5771536e-05,1937.5574,4220000.0,2178.0,263750.0,,65920.0,0.000144528,0.1,0.69054395 +114.23,107.85961,-9.852409e-05,1938.5885,4230000.0,2182.0,264375.0,,66080.0,0.000144272,0.1,0.6736759 +113.77,108.0771,-0.0057100262,1938.7289,4240000.0,2187.0,265000.0,,66240.0,0.000144016,0.1,0.7149906 +112.29,108.29151,-0.0026945132,1938.8687,4250000.0,2192.0,265625.0,,66400.0,0.00014376,0.1,0.6337127 +109.57,108.5255,0.0215952,1939.8907,4260000.0,2196.0,266250.0,,66560.0,0.000143504,0.1,0.6623758 +118.9,108.84711,0.0061210915,1940.0272,4270000.0,2201.0,266875.0,,66688.0,0.0001432992,0.1,0.69197035 +118.09,109.142204,0.03503845,1940.1632,4280000.0,2206.0,267500.0,,66848.0,0.0001430432,0.1,0.7317363 +117.19,109.45641,0.010905987,1939.4214,4290000.0,2212.0,268125.0,,67008.0,0.0001427872,0.1,0.6226528 +120.13,109.7822,0.019582734,1939.558,4300000.0,2217.0,268750.0,,67168.0,0.0001425312,0.1,0.6566153 +127.4,110.15371,0.013554167,1939.694,4310000.0,2222.0,269375.0,,67328.0,0.0001422752,0.1,0.68170977 +129.9,110.5714,-0.0012775215,1939.8293,4320000.0,2227.0,270000.0,,67488.0,0.0001420192,0.1,0.6597985 +132.79,111.01691,0.032143887,1939.9641,4330000.0,2232.0,270625.0,,67648.0,0.0001417632,0.1,0.65425324 +139.8,111.4963,0.058905087,1940.9661,4340000.0,2236.0,271250.0,,67808.0,0.0001415072,0.1,0.61621636 +143.22,111.9729,0.026365073,1941.0978,4350000.0,2241.0,271875.0,,67968.0,0.0001412512,0.1,0.6596747 +149.03,112.504295,0.0067861285,1942.0935,4360000.0,2245.0,272500.0,,68096.0,0.0001410464,0.1,0.6613003 +146.89,113.0498,0.00444985,1942.2222,4370000.0,2250.0,273125.0,,68256.0,0.0001407904,0.1,0.64832807 +154.94,113.67349,0.0078071333,1942.3503,4380000.0,2255.0,273750.0,,68416.0,0.0001405344,0.1,0.72560585 +161.47,114.34529,0.024266059,1942.4779,4390000.0,2260.0,274375.0,,68576.0,0.0001402784,0.1,0.67881125 +160.65,115.0231,0.018792935,1942.6049,4400000.0,2265.0,275000.0,,68736.0,0.0001400224,0.1,0.68683386 +163.59,115.789406,0.012957967,1942.7313,4410000.0,2270.0,275625.0,,68896.0,0.0001397664,0.1,0.72625893 +166.25,116.5663,0.0364937,1943.7115,4420000.0,2274.0,276250.0,,69056.0,0.0001395104,0.1,0.67686516 +163.34,117.262794,0.020929996,1943.835,4430000.0,2279.0,276875.0,,69216.0,0.0001392544,0.1,0.7161048 +162.48,117.982605,-0.00879673,1944.8094,4440000.0,2283.0,277500.0,,69344.0,0.0001390496,0.1,0.63997686 +163.9,118.70761,0.0086386055,1945.7805,4450000.0,2287.0,278125.0,,69504.0,0.0001387936,0.1,0.7391083 +159.3,119.379814,0.028355056,1945.8988,4460000.0,2292.0,278750.0,,69664.0,0.0001385376,0.1,0.7019067 +158.24,120.04531,0.018132066,1946.0166,4470000.0,2297.0,279375.0,,69824.0,0.0001382816,0.1,0.6743597 +159.28,120.73921,-0.008639306,1946.9796,4480000.0,2301.0,280000.0,,69984.0,0.0001380256,0.1,0.6931429 +163.3,121.478,0.011908743,1947.0945,4490000.0,2306.0,280625.0,,70144.0,0.0001377696,0.1,0.67289025 +161.0,122.16391,0.0043933666,1946.3668,4500000.0,2312.0,281250.0,,70304.0,0.0001375136,0.1,0.6576994 +160.17,122.8102,0.009506824,1946.4825,4510000.0,2317.0,281875.0,,70464.0,0.0001372576,0.1,0.6437633 +156.99,123.429695,0.0037439824,1946.5978,4520000.0,2322.0,282500.0,,70624.0,0.0001370016,0.1,0.6099674 +162.53,124.10911,0.022059249,1947.5494,4530000.0,2326.0,283125.0,,70752.0,0.0001367968,0.1,0.69190025 +156.46,124.717,-0.008218738,1946.8268,4540000.0,2332.0,283750.0,,70912.0,0.0001365408,0.1,0.6308967 +153.74,125.29091,0.009825256,1947.7739,4550000.0,2336.0,284375.0,,71072.0,0.0001362848,0.1,0.64999616 +157.1,125.932205,0.02724183,1947.8855,4560000.0,2341.0,285000.0,,71232.0,0.0001360288,0.1,0.7038208 +157.31,126.571,0.017637437,1947.9966,4570000.0,2346.0,285625.0,,71392.0,0.0001357728,0.1,0.707579 +156.74,127.156395,0.013130792,1948.1072,4580000.0,2351.0,286250.0,,71552.0,0.0001355168,0.1,0.71070194 +156.12,127.71739,0.028742716,1949.0446,4590000.0,2355.0,286875.0,,71712.0,0.0001352608,0.1,0.706088 +159.69,128.30902,0.014706165,1949.1526,4600000.0,2360.0,287500.0,,71872.0,0.0001350048,0.1,0.66120064 +168.05,128.98941,0.011777745,1950.0846,4610000.0,2364.0,288125.0,,72000.0,0.0001348,0.1,0.6563952 +172.19,129.7464,0.043829244,1950.19,4620000.0,2369.0,288750.0,,72160.0,0.000134544,0.1,0.7094594 +177.79,130.55101,0.014429046,1950.2949,4630000.0,2374.0,289375.0,,72320.0,0.000134288,0.1,0.65785027 +176.12,131.37212,0.018160302,1949.5798,4640000.0,2380.0,290000.0,,72480.0,0.000134032,0.1,0.73488605 +169.83,132.1223,-0.0005402147,1950.5033,4650000.0,2384.0,290625.0,,72640.0,0.000133776,0.1,0.67095256 +166.98,132.8569,0.031200571,1950.6069,4660000.0,2389.0,291250.0,,72800.0,0.00013352,0.1,0.6154197 +170.5,133.61382,0.026445135,1950.7101,4670000.0,2394.0,291875.0,,72960.0,0.000133264,0.1,0.75973 +167.46,134.32649,0.0032507202,1950.8129,4680000.0,2399.0,292500.0,,73120.0,0.000133008,0.1,0.7438084 +159.41,134.942,-0.001136971,1951.727,4690000.0,2403.0,293125.0,,73280.0,0.000132752,0.1,0.6896066 +159.52,135.5696,0.0104884505,1951.8273,4700000.0,2408.0,293750.0,,73408.0,0.0001325472,0.1,0.6800963 +154.59,136.1261,0.030619781,1952.7363,4710000.0,2412.0,294375.0,,73568.0,0.0001322912,0.1,0.6920227 +149.82,136.6465,0.0015400781,1952.0265,4720000.0,2418.0,295000.0,,73728.0,0.0001320352,0.1,0.7250607 +148.07,137.10991,0.019537954,1952.1255,4730000.0,2423.0,295625.0,,73888.0,0.0001317792,0.1,0.6996673 +147.84,137.5733,0.016694818,1953.0284,4740000.0,2427.0,296250.0,,74048.0,0.0001315232,0.1,0.7454307 +142.49,137.95221,0.029333368,1953.125,4750000.0,2432.0,296875.0,,74208.0,0.0001312672,0.1,0.7030721 +134.58,138.1877,0.012263106,1953.2212,4760000.0,2437.0,297500.0,,74368.0,0.0001310112,0.1,0.7200562 +133.67,138.3956,-0.0028275906,1953.3169,4770000.0,2442.0,298125.0,,74528.0,0.0001307552,0.1,0.7067174 +128.54,138.5368,0.018435061,1954.2109,4780000.0,2446.0,298750.0,,74656.0,0.0001305504,0.1,0.6943262 +129.49,138.6789,0.02693432,1954.3043,4790000.0,2451.0,299375.0,,74816.0,0.0001302944,0.1,0.6962394 +132.17,138.8475,0.002736611,1954.3973,4800000.0,2456.0,300000.0,,74976.0,0.0001300384,0.1,0.7158716 +127.46,138.9621,0.019656293,1954.49,4810000.0,2461.0,300625.0,,75136.0,0.0001297824,0.1,0.7186979 +122.88,138.9854,0.017921364,1954.5823,4820000.0,2466.0,301250.0,,75296.0,0.0001295264,0.1,0.6841686 +128.16,139.06569,0.0027806223,1954.6742,4830000.0,2471.0,301875.0,,75456.0,0.0001292704,0.1,0.713598 +126.86,139.14421,0.011650966,1955.5555,4840000.0,2475.0,302500.0,,75616.0,0.0001290144,0.1,0.6805852 +128.29,139.2252,0.019720804,1955.6451,4850000.0,2480.0,303125.0,,75776.0,0.0001287584,0.1,0.6961806 +131.98,139.34181,0.012541214,1955.7344,4860000.0,2485.0,303750.0,,75936.0,0.0001285024,0.1,0.6964166 +135.0,139.5011,0.004738539,1956.6091,4870000.0,2489.0,304375.0,,76064.0,0.0001282976,0.1,0.6824772 +133.95,139.66771,0.027242573,1956.696,4880000.0,2494.0,305000.0,,76224.0,0.0001280416,0.1,0.66140616 +132.99,139.8314,0.017561939,1956.7827,4890000.0,2499.0,305625.0,,76384.0,0.0001277856,0.1,0.71007144 +138.67,140.08319,0.017395591,1956.869,4900000.0,2504.0,306250.0,,76544.0,0.0001275296,0.1,0.7160282 +136.94,140.3086,0.017838808,1956.955,4910000.0,2509.0,306875.0,,76704.0,0.0001272736,0.1,0.6820349 +132.39,140.4386,0.018709792,1957.8193,4920000.0,2513.0,307500.0,,76864.0,0.0001270176,0.1,0.65316105 +138.02,140.6328,0.013226298,1957.9031,4930000.0,2518.0,308125.0,,77024.0,0.0001267616,0.1,0.70400536 +141.79,140.8451,0.016760493,1957.9866,4940000.0,2523.0,308750.0,,77184.0,0.0001265056,0.1,0.71963996 +142.35,141.0145,0.012968426,1958.8445,4950000.0,2527.0,309375.0,,77312.0,0.0001263008,0.1,0.6887127 +139.19,141.1529,-0.011218952,1958.9258,4960000.0,2532.0,310000.0,,77472.0,0.0001260448,0.1,0.7403308 +141.06,141.3091,-0.0045328857,1959.0067,4970000.0,2537.0,310625.0,,77632.0,0.0001257888,0.1,0.7640207 +141.09,141.438,0.016913924,1958.3169,4980000.0,2543.0,311250.0,,77792.0,0.0001255328,0.1,0.7200997 +144.96,141.5946,0.02777644,1959.1676,4990000.0,2547.0,311875.0,,77952.0,0.0001252768,0.1,0.62914985 +145.97,141.7797,0.014815055,1959.2477,5000000.0,2552.0,312500.0,,78112.0,0.0001250208,0.1,0.7191559 +144.52,141.9368,0.022053657,1960.0939,5010000.0,2556.0,313125.0,,78272.0,0.0001247648,0.1,0.6933664 +146.77,142.13579,0.01099887,1960.1718,5020000.0,2561.0,313750.0,,78432.0,0.0001245088,0.1,0.6478699 +149.51,142.34178,0.0074327984,1960.2494,5030000.0,2566.0,314375.0,,78592.0,0.0001242528,0.1,0.72639513 +153.07,142.5326,0.019211417,1961.0895,5040000.0,2570.0,315000.0,,78720.0,0.000124048,0.1,0.7021847 +154.25,142.76399,0.024796382,1960.4037,5050000.0,2576.0,315625.0,,78880.0,0.000123792,0.1,0.7186325 +155.36,143.0025,0.02508583,1960.4805,5060000.0,2581.0,316250.0,,79040.0,0.000123536,0.1,0.7526916 +160.09,143.37662,0.020052686,1959.799,5070000.0,2587.0,316875.0,,79200.0,0.00012328,0.1,0.6729424 +158.97,143.6845,0.07838157,1959.8766,5080000.0,2592.0,317500.0,,79360.0,0.000123024,0.1,0.66027224 +156.16,143.9447,0.0070436094,1959.9537,5090000.0,2597.0,318125.0,,79520.0,0.000122768,0.1,0.6657114 +155.21,144.1926,0.017513825,1959.2777,5100000.0,2603.0,318750.0,,79680.0,0.000122512,0.1,0.6988392 +160.72,144.4914,0.043450333,1960.1074,5110000.0,2607.0,319375.0,,79840.0,0.000122256,0.1,0.6545464 +171.0,144.9094,0.035922445,1960.1837,5120000.0,2612.0,320000.0,,80000.0,0.000122,0.1,0.7001202 +176.64,145.3902,0.0054750624,1961.0092,5130000.0,2616.0,320625.0,,80128.0,0.0001217952,0.1,0.6473738 +178.15,145.881,0.017566137,1961.0835,5140000.0,2621.0,321250.0,,80288.0,0.0001215392,0.1,0.72043395 +175.12,146.30571,0.016957808,1961.1577,5150000.0,2626.0,321875.0,,80448.0,0.0001212832,0.1,0.71917796 +173.53,146.76091,0.02303987,1961.2314,5160000.0,2631.0,322500.0,,80608.0,0.0001210272,0.1,0.7247385 +172.36,147.19351,0.02346498,1961.305,5170000.0,2636.0,323125.0,,80768.0,0.0001207712,0.1,0.73915315 +176.23,147.70412,0.023818763,1961.3783,5180000.0,2641.0,323750.0,,80928.0,0.0001205152,0.1,0.7650384 +174.64,148.2555,0.006168579,1962.1929,5190000.0,2645.0,324375.0,,81088.0,0.0001202592,0.1,0.7710055 +168.39,148.7196,0.011511671,1962.2642,5200000.0,2650.0,325000.0,,81248.0,0.0001200032,0.1,0.7941514 +167.4,149.1531,0.01335757,1962.3352,5210000.0,2655.0,325625.0,,81376.0,0.0001197984,0.1,0.77268976 +161.22,149.5621,0.008881416,1963.144,5220000.0,2659.0,326250.0,,81536.0,0.0001195424,0.1,0.7859229 +156.9,149.98882,0.000917954,1962.4766,5230000.0,2665.0,326875.0,,81696.0,0.0001192864,0.1,0.7190003 +157.52,150.4263,0.05565414,1963.2821,5240000.0,2669.0,327500.0,,81856.0,0.0001190304,0.1,0.78542244 +159.35,150.8969,0.005586334,1963.3508,5250000.0,2674.0,328125.0,,82016.0,0.0001187744,0.1,0.8289305 +155.36,151.3548,-0.0012594226,1963.4192,5260000.0,2679.0,328750.0,,82176.0,0.0001185184,0.1,0.7439248 +150.47,151.67049,0.0476913,1963.4873,5270000.0,2684.0,329375.0,,82336.0,0.0001182624,0.1,0.7956338 +148.48,151.97441,0.011538467,1963.5552,5280000.0,2689.0,330000.0,,82496.0,0.0001180064,0.1,0.8409744 +141.44,152.2169,0.014416574,1964.352,5290000.0,2693.0,330625.0,,82656.0,0.0001177504,0.1,0.80431604 +140.67,152.4223,0.0042643314,1964.4181,5300000.0,2698.0,331250.0,,82784.0,0.0001175456,0.1,0.7775286 +144.21,152.59041,0.009414103,1964.4839,5310000.0,2703.0,331875.0,,82944.0,0.0001172896,0.1,0.8000622 +140.91,152.7005,0.013843556,1964.5494,5320000.0,2708.0,332500.0,,83104.0,0.0001170336,0.1,0.78300625 +142.19,152.7945,0.00546248,1965.3392,5330000.0,2712.0,333125.0,,83264.0,0.0001167776,0.1,0.7848651 +144.6,152.8425,0.0059778,1965.4031,5340000.0,2717.0,333750.0,,83424.0,0.0001165216,0.1,0.73645794 +145.79,152.86821,0.016305044,1965.4666,5350000.0,2722.0,334375.0,,83584.0,0.0001162656,0.1,0.67493665 +148.53,152.8632,0.027000194,1965.5299,5360000.0,2727.0,335000.0,,83744.0,0.0001160096,0.1,0.81089556 +150.06,152.8949,0.012249967,1965.593,5370000.0,2732.0,335625.0,,83904.0,0.0001157536,0.1,0.7922187 +153.6,152.8815,0.010474032,1965.6559,5380000.0,2737.0,336250.0,,84032.0,0.0001155488,0.1,0.78282005 +150.79,152.7747,0.024555027,1965.7185,5390000.0,2742.0,336875.0,,84192.0,0.0001152928,0.1,0.75030327 +150.81,152.67628,0.003128789,1965.7809,5400000.0,2747.0,337500.0,,84352.0,0.0001150368,0.1,0.8012654 +155.59,152.59628,0.040294066,1965.843,5410000.0,2752.0,338125.0,,84512.0,0.0001147808,0.1,0.7522716 +155.08,152.48459,0.02451616,1965.905,5420000.0,2757.0,338750.0,,84672.0,0.0001145248,0.1,0.71924245 +154.36,152.39479,0.0029072347,1966.6787,5430000.0,2761.0,339375.0,,84832.0,0.0001142688,0.1,0.81499755 +159.06,152.36061,-0.0019080845,1966.739,5440000.0,2766.0,340000.0,,84992.0,0.0001140128,0.1,0.7535528 +163.77,152.3593,0.024292279,1967.509,5450000.0,2770.0,340625.0,,85152.0,0.0001137568,0.1,0.79027367 +161.77,152.38399,0.004944824,1967.5676,5460000.0,2775.0,341250.0,,85312.0,0.0001135008,0.1,0.7798004 +166.82,152.46979,0.021639472,1968.334,5470000.0,2779.0,341875.0,,85440.0,0.000113296,0.1,0.76300514 +174.17,152.6187,0.025469465,1968.3907,5480000.0,2784.0,342500.0,,85600.0,0.00011304,0.1,0.7925676 +172.57,152.71141,0.003811937,1968.4475,5490000.0,2789.0,343125.0,,85760.0,0.000112784,0.1,0.7459067 +171.02,152.8116,-0.002194861,1968.5039,5500000.0,2794.0,343750.0,,85920.0,0.000112528,0.1,0.8120066 +168.87,152.8986,0.023197804,1968.5602,5510000.0,2799.0,344375.0,,86080.0,0.000112272,0.1,0.7523172 +166.19,152.9906,0.016440125,1968.6162,5520000.0,2804.0,345000.0,,86240.0,0.000112016,0.1,0.6820631 +170.88,153.0741,0.01597899,1969.3732,5530000.0,2808.0,345625.0,,86400.0,0.00011176,0.1,0.7474638 +175.97,153.2692,0.0011851386,1969.4276,5540000.0,2813.0,346250.0,,86560.0,0.000111504,0.1,0.84459496 +169.62,153.42801,0.028276023,1970.181,5550000.0,2817.0,346875.0,,86688.0,0.0001112992,0.1,0.7360893 +167.49,153.5319,0.016028004,1970.2339,5560000.0,2822.0,347500.0,,86848.0,0.0001110432,0.1,0.74746686 +164.83,153.60712,0.008242713,1970.2865,5570000.0,2827.0,348125.0,,87008.0,0.0001107872,0.1,0.7153149 +167.44,153.71411,0.012098699,1971.0349,5580000.0,2831.0,348750.0,,87168.0,0.0001105312,0.1,0.688695 +167.93,153.83221,0.0059210695,1971.086,5590000.0,2836.0,349375.0,,87328.0,0.0001102752,0.1,0.7050344 +172.47,153.96,0.032625824,1971.137,5600000.0,2841.0,350000.0,,87488.0,0.0001100192,0.1,0.7203223 +174.0,154.0195,0.015976356,1971.1876,5610000.0,2846.0,350625.0,,87648.0,0.0001097632,0.1,0.7663796 +176.6,154.06358,0.019924546,1971.2382,5620000.0,2851.0,351250.0,,87808.0,0.0001095072,0.1,0.8535739 +173.22,154.01788,0.01246999,1971.2886,5630000.0,2856.0,351875.0,,87968.0,0.0001092512,0.1,0.75777143 +172.48,153.9815,0.036716066,1971.3387,5640000.0,2861.0,352500.0,,88096.0,0.0001090464,0.1,0.7494715 +169.93,153.98248,0.00843455,1972.0768,5650000.0,2865.0,353125.0,,88256.0,0.0001087904,0.1,0.77209467 +173.85,154.0512,0.013789901,1972.1255,5660000.0,2870.0,353750.0,,88416.0,0.0001085344,0.1,0.6938343 +176.05,154.10669,0.007469572,1972.174,5670000.0,2875.0,354375.0,,88576.0,0.0001082784,0.1,0.74889576 +175.13,154.1834,0.013728087,1972.2222,5680000.0,2880.0,355000.0,,88736.0,0.0001080224,0.1,0.7231965 +176.17,154.35098,0.020152,1971.5869,5690000.0,2886.0,355625.0,,88896.0,0.0001077664,0.1,0.7850566 +175.15,154.50731,-0.0046509393,1971.6361,5700000.0,2891.0,356250.0,,89056.0,0.0001075104,0.1,0.78084373 +175.39,154.71529,0.025646763,1971.685,5710000.0,2896.0,356875.0,,89216.0,0.0001072544,0.1,0.7286433 +179.53,155.0124,0.012466027,1972.4138,5720000.0,2900.0,357500.0,,89344.0,0.0001070496,0.1,0.7354523 +181.09,155.34259,0.0149523,1972.4613,5730000.0,2905.0,358125.0,,89504.0,0.0001067936,0.1,0.7415963 +184.41,155.7083,0.045280155,1972.5085,5740000.0,2910.0,358750.0,,89664.0,0.0001065376,0.1,0.684517 +186.96,156.15302,-0.0007552842,1972.5558,5750000.0,2915.0,359375.0,,89824.0,0.0001062816,0.1,0.7948992 +187.15,156.6787,0.024248984,1971.9274,5760000.0,2921.0,360000.0,,89984.0,0.0001060256,0.1,0.637973 +183.36,157.1756,0.029158244,1971.9753,5770000.0,2926.0,360625.0,,90144.0,0.0001057696,0.1,0.77895993 +182.12,157.71141,0.014155298,1972.0232,5780000.0,2931.0,361250.0,,90304.0,0.0001055136,0.1,0.78433007 +176.41,158.1806,0.018308925,1972.0708,5790000.0,2936.0,361875.0,,90464.0,0.0001052576,0.1,0.73865235 +179.4,158.65291,0.007609635,1972.1183,5800000.0,2941.0,362500.0,,90624.0,0.0001050016,0.1,0.77717555 +177.56,159.1539,0.006029269,1972.1656,5810000.0,2946.0,363125.0,,90752.0,0.0001047968,0.1,0.76889426 +176.49,159.69,0.010639267,1972.8813,5820000.0,2950.0,363750.0,,90912.0,0.0001045408,0.1,0.7014954 +174.02,160.14859,0.0033900407,1972.9272,5830000.0,2955.0,364375.0,,91072.0,0.0001042848,0.1,0.79654837 +174.54,160.6254,0.021746682,1972.973,5840000.0,2960.0,365000.0,,91232.0,0.0001040288,0.1,0.7365664 +172.15,161.064,0.01188924,1973.0186,5850000.0,2965.0,365625.0,,91392.0,0.0001037728,0.1,0.6921886 +177.98,161.524,0.004210934,1973.064,5860000.0,2970.0,366250.0,,91552.0,0.0001035168,0.1,0.7718469 +175.92,161.9332,0.012772757,1973.1093,5870000.0,2975.0,366875.0,,91712.0,0.0001032608,0.1,0.76334834 +175.4,162.34772,0.0051339674,1973.1544,5880000.0,2980.0,367500.0,,91872.0,0.0001030048,0.1,0.7865234 +172.09,162.73871,-8.440751e-06,1973.8606,5890000.0,2984.0,368125.0,,92000.0,0.0001028,0.1,0.8032448 +168.68,163.03879,0.007670704,1973.9043,5900000.0,2989.0,368750.0,,92160.0,0.000102544,0.1,0.70733076 +161.68,163.2862,0.015222805,1973.9479,5910000.0,2994.0,369375.0,,92320.0,0.000102288,0.1,0.77342165 +160.5,163.56729,0.00190486,1973.9913,5920000.0,2999.0,370000.0,,92480.0,0.000102032,0.1,0.79290545 +159.4,163.7811,0.031217458,1974.0347,5930000.0,3004.0,370625.0,,92640.0,0.000101776,0.1,0.6957989 +158.84,163.9516,0.025799738,1974.734,5940000.0,3008.0,371250.0,,92800.0,0.00010152,0.1,0.70978874 +164.04,164.1685,-0.0032429013,1974.776,5950000.0,3013.0,371875.0,,92960.0,0.000101264,0.1,0.78914535 +161.42,164.39081,0.0490315,1974.8177,5960000.0,3018.0,372500.0,,93120.0,0.000101008,0.1,0.6959876 +161.64,164.5966,0.017623015,1974.8594,5970000.0,3023.0,373125.0,,93280.0,0.000100752,0.1,0.7306969 +167.12,164.85689,0.00731755,1975.5533,5980000.0,3027.0,373750.0,,93408.0,0.0001005472,0.1,0.75625014 +163.21,165.0394,0.0196894,1975.5936,5990000.0,3032.0,374375.0,,93568.0,0.0001002912,0.1,0.7121341 +164.97,165.2294,0.020291934,1975.6338,6000000.0,3037.0,375000.0,,93728.0,0.0001000352,0.1,0.7154233 +167.58,165.46,0.02014503,1976.3236,6010000.0,3041.0,375625.0,,93888.0,9.97792e-05,0.1,0.7955115 +168.15,165.67381,0.025821388,1976.3624,6020000.0,3046.0,376250.0,,94048.0,9.95232e-05,0.1,0.75841737 +170.61,165.88478,0.025046464,1977.0492,6030000.0,3050.0,376875.0,,94208.0,9.92672e-05,0.1,0.69714725 +179.96,166.15372,0.033872038,1977.0868,6040000.0,3055.0,377500.0,,94368.0,9.90112e-05,0.1,0.7818321 +182.77,166.4389,0.009645882,1977.1241,6050000.0,3060.0,378125.0,,94528.0,9.87552e-05,0.1,0.7557769 +182.87,166.71399,-0.0012265854,1977.8068,6060000.0,3064.0,378750.0,,94656.0,9.85504e-05,0.1,0.7255017 +188.82,167.00128,0.041507706,1977.8429,6070000.0,3069.0,379375.0,,94816.0,9.82944e-05,0.1,0.68207765 +196.01,167.3717,0.012719887,1977.879,6080000.0,3074.0,380000.0,,94976.0,9.80384e-05,0.1,0.768863 +200.37,167.81378,0.049599715,1978.5575,6090000.0,3078.0,380625.0,,95136.0,9.77824e-05,0.1,0.74498075 +202.46,168.28632,0.017413141,1978.5923,6100000.0,3083.0,381250.0,,95296.0,9.75264e-05,0.1,0.6935057 +208.85,168.7676,0.0069618565,1978.627,6110000.0,3088.0,381875.0,,95456.0,9.72704e-05,0.1,0.78709257 +206.72,169.1248,0.017293172,1978.6615,6120000.0,3093.0,382500.0,,95616.0,9.70144e-05,0.1,0.74668205 +215.36,169.51201,0.01161008,1978.6959,6130000.0,3098.0,383125.0,,95776.0,9.67584e-05,0.1,0.80092204 +213.8,169.8685,0.016330764,1978.7302,6140000.0,3103.0,383750.0,,95936.0,9.65024e-05,0.1,0.7793447 +211.84,170.2357,0.031554095,1979.4014,6150000.0,3107.0,384375.0,,96064.0,9.62976e-05,0.1,0.66977096 +223.11,170.7315,0.010608522,1980.0707,6160000.0,3111.0,385000.0,,96224.0,9.60416e-05,0.1,0.7655295 +217.48,171.18271,0.0018585838,1980.1027,6170000.0,3116.0,385625.0,,96384.0,9.57856e-05,0.1,0.7972099 +208.35,171.5039,0.016235044,1980.1345,6180000.0,3121.0,386250.0,,96544.0,9.55296e-05,0.1,0.82049376 +202.34,171.7809,0.0051729754,1980.8,6190000.0,3125.0,386875.0,,96704.0,9.52736e-05,0.1,0.7332354 +196.14,172.0584,0.065889426,1980.8307,6200000.0,3130.0,387500.0,,96864.0,9.50176e-05,0.1,0.7006197 +191.98,172.30421,0.030313324,1980.8612,6210000.0,3135.0,388125.0,,97024.0,9.47616e-05,0.1,0.8072612 +193.6,172.62802,0.016209114,1980.8917,6220000.0,3140.0,388750.0,,97184.0,9.45056e-05,0.1,0.7650236 +185.6,172.915,0.028879568,1981.5521,6230000.0,3144.0,389375.0,,97312.0,9.43008e-05,0.1,0.7108034 +181.22,173.15201,0.038607005,1982.2109,6240000.0,3148.0,390000.0,,97472.0,9.40448e-05,0.1,0.78062916 +181.28,173.37129,0.0021821172,1982.2391,6250000.0,3153.0,390625.0,,97632.0,9.37888e-05,0.1,0.77731574 +171.0,173.52771,0.010736594,1982.2672,6260000.0,3158.0,391250.0,,97792.0,9.35328e-05,0.1,0.79147834 +170.13,173.72432,0.0130686965,1982.2953,6270000.0,3163.0,391875.0,,97952.0,9.32768e-05,0.1,0.7478677 +167.38,173.91331,0.013390357,1982.3232,6280000.0,3168.0,392500.0,,98112.0,9.30208e-05,0.1,0.74907786 +163.77,174.1366,0.03242351,1982.3511,6290000.0,3173.0,393125.0,,98272.0,9.27648e-05,0.1,0.7509168 +167.37,174.40361,0.032175362,1982.3789,6300000.0,3178.0,393750.0,,98432.0,9.25088e-05,0.1,0.7804269 +166.16,174.6231,-0.0045839204,1981.7839,6310000.0,3184.0,394375.0,,98592.0,9.22528e-05,0.1,0.76372194 +158.3,174.797,0.0156071335,1982.4341,6320000.0,3188.0,395000.0,,98720.0,9.2048e-05,0.1,0.7562328 +156.6,174.9411,0.020295389,1982.4617,6330000.0,3193.0,395625.0,,98880.0,9.1792e-05,0.1,0.7432607 +170.64,175.2015,0.0045449855,1982.489,6340000.0,3198.0,396250.0,,99040.0,9.1536e-05,0.1,0.79992497 +171.64,175.46002,0.011949721,1981.8976,6350000.0,3204.0,396875.0,,99200.0,9.128e-05,0.1,0.7660105 +172.51,175.6998,-0.00529562,1981.9258,6360000.0,3209.0,397500.0,,99360.0,9.1024e-05,0.1,0.8122995 +171.3,175.9122,0.025663428,1981.954,6370000.0,3214.0,398125.0,,99520.0,9.0768e-05,0.1,0.8105091 +171.95,176.09569,0.013612114,1981.9819,6380000.0,3219.0,398750.0,,99680.0,9.0512e-05,0.1,0.8016107 +172.7,176.31479,-0.0010601602,1982.0099,6390000.0,3224.0,399375.0,,99840.0,9.0256e-05,0.1,0.76892126 +170.11,176.50777,0.03823051,1982.6519,6400000.0,3228.0,400000.0,,100000.0,9e-05,0.1,0.73910844 +173.52,176.68707,0.019214995,1982.6786,6410000.0,3233.0,400625.0,,100128.0,8.97952e-05,0.1,0.80770785 +179.02,176.92647,0.029953266,1983.3179,6420000.0,3237.0,401250.0,,100288.0,8.95392e-05,0.1,0.79693526 +171.92,177.1021,0.0123502575,1983.3436,6430000.0,3242.0,401875.0,,100448.0,8.92832e-05,0.1,0.8049892 +174.0,177.25151,0.043003075,1982.7587,6440000.0,3248.0,402500.0,,100608.0,8.90272e-05,0.1,0.754016 +176.1,177.37479,0.00809727,1982.7852,6450000.0,3253.0,403125.0,,100768.0,8.87712e-05,0.1,0.72140825 +180.91,177.5662,0.051433265,1982.8115,6460000.0,3258.0,403750.0,,100928.0,8.85152e-05,0.1,0.7718164 +181.5,177.71298,0.016201075,1982.8379,6470000.0,3263.0,404375.0,,101088.0,8.82592e-05,0.1,0.7614203 +188.36,177.8549,0.036784284,1982.8641,6480000.0,3268.0,405000.0,,101248.0,8.80032e-05,0.1,0.7920568 +189.39,178.0231,0.015221184,1983.4963,6490000.0,3272.0,405625.0,,101376.0,8.77984e-05,0.1,0.8146109 +181.01,178.12299,0.050823774,1983.5215,6500000.0,3277.0,406250.0,,101536.0,8.75424e-05,0.1,0.78394866 +183.99,178.2742,0.024881558,1983.5466,6510000.0,3282.0,406875.0,,101696.0,8.72864e-05,0.1,0.73984885 +188.06,178.4929,0.008716477,1983.5717,6520000.0,3287.0,407500.0,,101856.0,8.70304e-05,0.1,0.7624734 +192.12,178.7053,0.03853702,1983.5966,6530000.0,3292.0,408125.0,,102016.0,8.67744e-05,0.1,0.77357066 +191.53,178.86089,0.0007660728,1983.6215,6540000.0,3297.0,408750.0,,102176.0,8.65184e-05,0.1,0.80266225 +189.86,179.06328,0.029453967,1983.6462,6550000.0,3302.0,409375.0,,102336.0,8.62624e-05,0.1,0.8569535 +189.13,179.2797,0.018502682,1983.671,6560000.0,3307.0,410000.0,,102496.0,8.60064e-05,0.1,0.7429875 +193.07,179.5621,0.008454358,1983.6957,6570000.0,3312.0,410625.0,,102656.0,8.57504e-05,0.1,0.7675131 +192.05,179.8082,0.030764228,1984.3185,6580000.0,3316.0,411250.0,,102784.0,8.55456e-05,0.1,0.75673485 +198.22,180.11111,0.032893836,1984.9398,6590000.0,3320.0,411875.0,,102944.0,8.52896e-05,0.1,0.76819885 +199.17,180.37813,-0.006365485,1984.9624,6600000.0,3325.0,412500.0,,103104.0,8.50336e-05,0.1,0.8533782 +198.46,180.62274,0.04130962,1984.985,6610000.0,3330.0,413125.0,,103264.0,8.47776e-05,0.1,0.79284984 +191.74,180.77412,0.018931417,1985.6029,6620000.0,3334.0,413750.0,,103424.0,8.45216e-05,0.1,0.76690805 +185.07,180.89262,0.00801125,1985.6244,6630000.0,3339.0,414375.0,,103584.0,8.42656e-05,0.1,0.8341305 +183.36,181.0014,0.04492634,1986.2399,6640000.0,3343.0,415000.0,,103744.0,8.40096e-05,0.1,0.75770473 +184.67,181.14879,0.01108552,1986.2605,6650000.0,3348.0,415625.0,,103904.0,8.37536e-05,0.1,0.8395176 +187.24,181.2827,0.013403705,1986.8735,6660000.0,3352.0,416250.0,,104032.0,8.35488e-05,0.1,0.7802469 +188.81,181.4103,0.00643212,1986.8931,6670000.0,3357.0,416875.0,,104192.0,8.32928e-05,0.1,0.7959 +186.56,181.52461,0.0237548,1986.9126,6680000.0,3362.0,417500.0,,104352.0,8.30368e-05,0.1,0.7461736 +184.37,181.6066,0.011147641,1987.5223,6690000.0,3366.0,418125.0,,104512.0,8.27808e-05,0.1,0.75676084 +182.15,181.6766,0.05104191,1987.5408,6700000.0,3371.0,418750.0,,104672.0,8.25248e-05,0.1,0.75792444 +187.09,181.7936,0.009295522,1987.5592,6710000.0,3376.0,419375.0,,104832.0,8.22688e-05,0.1,0.77088237 +189.33,181.89159,0.043546308,1988.1656,6720000.0,3380.0,420000.0,,104992.0,8.20128e-05,0.1,0.6889033 +191.68,181.9975,0.020391533,1988.1831,6730000.0,3385.0,420625.0,,105152.0,8.17568e-05,0.1,0.8047993 +192.22,182.0756,0.023922633,1988.2006,6740000.0,3390.0,421250.0,,105312.0,8.15008e-05,0.1,0.76435083 +192.77,182.13371,0.03221461,1988.8037,6750000.0,3394.0,421875.0,,105440.0,8.1296e-05,0.1,0.785722 +189.89,182.16112,0.010699687,1988.8202,6760000.0,3399.0,422500.0,,105600.0,8.104e-05,0.1,0.794068 +189.71,182.22462,0.032512024,1988.8367,6770000.0,3404.0,423125.0,,105760.0,8.0784e-05,0.1,0.76243675 +197.0,182.37341,0.012103047,1989.4366,6780000.0,3408.0,423750.0,,105920.0,8.0528e-05,0.1,0.808205 +194.16,182.55092,0.031352203,1989.4521,6790000.0,3413.0,424375.0,,106080.0,8.0272e-05,0.1,0.8038119 +198.81,182.74503,0.02554676,1989.4675,6800000.0,3418.0,425000.0,,106240.0,8.0016e-05,0.1,0.82016695 +196.31,182.9325,-0.0062975935,1989.4829,6810000.0,3423.0,425625.0,,106400.0,7.976e-05,0.1,0.8053678 +195.06,183.11823,0.017259369,1989.4983,6820000.0,3428.0,426250.0,,106560.0,7.9504e-05,0.1,0.80098253 +182.94,183.20743,0.026176129,1989.5135,6830000.0,3433.0,426875.0,,106688.0,7.92992e-05,0.1,0.7997631 +184.95,183.31151,0.024950467,1990.1077,6840000.0,3437.0,427500.0,,106848.0,7.90432e-05,0.1,0.85310054 +182.38,183.4138,0.049801446,1990.1221,6850000.0,3442.0,428125.0,,107008.0,7.87872e-05,0.1,0.7040992 +185.34,183.48738,0.0005715253,1989.5592,6860000.0,3448.0,428750.0,,107168.0,7.85312e-05,0.1,0.87152064 +185.48,183.583,0.015382212,1989.5743,6870000.0,3453.0,429375.0,,107328.0,7.82752e-05,0.1,0.79189956 +176.96,183.59862,0.020678297,1989.5894,6880000.0,3458.0,430000.0,,107488.0,7.80192e-05,0.1,0.7269833 +177.54,183.6531,-0.0043857973,1989.6044,6890000.0,3463.0,430625.0,,107648.0,7.77632e-05,0.1,0.77648 +176.33,183.72958,0.029712211,1990.1932,6900000.0,3467.0,431250.0,,107808.0,7.75072e-05,0.1,0.70083547 +182.94,183.94218,0.016142257,1990.2074,6910000.0,3472.0,431875.0,,107968.0,7.72512e-05,0.1,0.7858918 +182.31,184.1603,0.010902066,1990.7941,6920000.0,3476.0,432500.0,,108096.0,7.70464e-05,0.1,0.8519173 +183.23,184.39862,0.031399,1990.8073,6930000.0,3481.0,433125.0,,108256.0,7.67904e-05,0.1,0.7704131 +188.84,184.6986,0.053540483,1990.8204,6940000.0,3486.0,433750.0,,108416.0,7.65344e-05,0.1,0.7548545 +184.93,184.9075,0.035065785,1991.404,6950000.0,3490.0,434375.0,,108576.0,7.62784e-05,0.1,0.8452114 +183.0,185.1233,0.010107646,1991.4163,6960000.0,3495.0,435000.0,,108736.0,7.60224e-05,0.1,0.8802302 +179.71,185.304,0.027243981,1991.4286,6970000.0,3500.0,435625.0,,108896.0,7.57664e-05,0.1,0.81031847 +186.3,185.49582,0.011372626,1992.0092,6980000.0,3504.0,436250.0,,109056.0,7.55104e-05,0.1,0.7904704 +194.2,185.80571,0.009250626,1992.0205,6990000.0,3509.0,436875.0,,109216.0,7.52544e-05,0.1,0.7087536 +203.22,186.18822,0.03721483,1992.5989,7000000.0,3513.0,437500.0,,109344.0,7.50496e-05,0.1,0.8533605 +205.25,186.5649,0.020368122,1992.6095,7010000.0,3518.0,438125.0,,109504.0,7.47936e-05,0.1,0.83255655 +204.55,186.92891,0.025545876,1992.6199,7020000.0,3523.0,438750.0,,109664.0,7.45376e-05,0.1,0.8009522 +205.63,187.27911,0.0462363,1992.6304,7030000.0,3528.0,439375.0,,109824.0,7.42816e-05,0.1,0.7052001 +209.34,187.5729,0.019146638,1992.6409,7040000.0,3533.0,440000.0,,109984.0,7.40256e-05,0.1,0.82399035 +216.39,187.90912,0.022835774,1992.6512,7050000.0,3538.0,440625.0,,110144.0,7.37696e-05,0.1,0.73757255 +212.13,188.20172,0.02825701,1993.2241,7060000.0,3542.0,441250.0,,110304.0,7.35136e-05,0.1,0.69432795 +213.73,188.45082,0.0018307458,1993.2338,7070000.0,3547.0,441875.0,,110464.0,7.32576e-05,0.1,0.8339524 +212.56,188.61633,0.013626052,1993.2433,7080000.0,3552.0,442500.0,,110624.0,7.30016e-05,0.1,0.7644715 +209.06,188.70322,0.047318883,1993.8132,7090000.0,3556.0,443125.0,,110752.0,7.27968e-05,0.1,0.6602234 +219.17,188.87032,0.012396757,1993.8219,7100000.0,3561.0,443750.0,,110912.0,7.25408e-05,0.1,0.80928683 +217.24,188.95422,0.0066643218,1993.8306,7110000.0,3566.0,444375.0,,111072.0,7.22848e-05,0.1,0.7979311 +220.08,189.08781,0.05172461,1994.3977,7120000.0,3570.0,445000.0,,111232.0,7.20288e-05,0.1,0.7776277 +223.34,189.1676,0.042135,1994.4056,7130000.0,3575.0,445625.0,,111392.0,7.17728e-05,0.1,0.793989 +232.6,189.3556,0.009767757,1994.4135,7140000.0,3580.0,446250.0,,111552.0,7.15168e-05,0.1,0.82179916 +233.35,189.57071,0.035685927,1993.865,7150000.0,3586.0,446875.0,,111712.0,7.12608e-05,0.1,0.7579477 +231.61,189.65569,0.013279789,1994.429,7160000.0,3590.0,447500.0,,111872.0,7.10048e-05,0.1,0.80585754 +226.1,189.7419,0.029402966,1994.9917,7170000.0,3594.0,448125.0,,112000.0,7.08e-05,0.1,0.8394779 +226.33,189.92168,0.03699362,1994.9987,7180000.0,3599.0,448750.0,,112160.0,7.0544e-05,0.1,0.76311827 +226.32,190.1615,0.035613123,1995.0055,7190000.0,3604.0,449375.0,,112320.0,7.0288e-05,0.1,0.7753526 +226.48,190.4649,0.02572988,1995.0125,7200000.0,3609.0,450000.0,,112480.0,7.0032e-05,0.1,0.77679896 +223.92,190.78432,0.021704957,1995.0194,7210000.0,3614.0,450625.0,,112640.0,6.9776e-05,0.1,0.854536 +224.69,191.0952,0.009229192,1995.5776,7220000.0,3618.0,451250.0,,112800.0,6.952e-05,0.1,0.76670337 +227.16,191.51082,0.039899666,1995.5837,7230000.0,3623.0,451875.0,,112960.0,6.9264e-05,0.1,0.75365674 +230.9,192.0076,0.010338097,1995.5898,7240000.0,3628.0,452500.0,,113120.0,6.9008e-05,0.1,0.7869024 +229.78,192.4926,0.021107972,1995.596,7250000.0,3633.0,453125.0,,113280.0,6.8752e-05,0.1,0.78156006 +234.77,193.1303,0.061409086,1996.1506,7260000.0,3637.0,453750.0,,113408.0,6.85472e-05,0.1,0.79495895 +225.09,193.67989,0.027081085,1996.7042,7270000.0,3641.0,454375.0,,113568.0,6.82912e-05,0.1,0.7943771 +224.68,194.25288,0.027324196,1996.7087,7280000.0,3646.0,455000.0,,113728.0,6.80352e-05,0.1,0.74302983 +222.52,194.8404,0.015299812,1996.7133,7290000.0,3651.0,455625.0,,113888.0,6.77792e-05,0.1,0.79226446 +218.97,195.3564,0.010355737,1997.264,7300000.0,3655.0,456250.0,,114048.0,6.75232e-05,0.1,0.78149456 +219.81,195.89288,0.024352517,1997.2677,7310000.0,3660.0,456875.0,,114208.0,6.72672e-05,0.1,0.8054806 +212.0,196.4299,0.00053382764,1997.2715,7320000.0,3665.0,457500.0,,114368.0,6.70112e-05,0.1,0.8252577 +208.73,196.95122,0.012459725,1997.8196,7330000.0,3669.0,458125.0,,114528.0,6.67552e-05,0.1,0.8308235 +209.91,197.34393,0.02838021,1997.8225,7340000.0,3674.0,458750.0,,114656.0,6.65504e-05,0.1,0.7914312 +207.58,197.70331,0.018084344,1998.3687,7350000.0,3678.0,459375.0,,114816.0,6.62944e-05,0.1,0.79088384 +211.27,198.0909,0.024097594,1998.3708,7360000.0,3683.0,460000.0,,114976.0,6.60384e-05,0.1,0.81218004 +211.23,198.49019,0.0069949795,1998.373,7370000.0,3688.0,460625.0,,115136.0,6.57824e-05,0.1,0.80963033 +201.93,198.78998,0.0072384435,1997.8344,7380000.0,3694.0,461250.0,,115296.0,6.55264e-05,0.1,0.8092191 +191.57,198.9787,0.014081769,1997.8373,7390000.0,3699.0,461875.0,,115456.0,6.52704e-05,0.1,0.8066428 +183.75,199.1151,0.0136212995,1997.8402,7400000.0,3704.0,462500.0,,115616.0,6.50144e-05,0.1,0.78438133 +178.54,199.16527,-0.0041268724,1997.8431,7410000.0,3709.0,463125.0,,115776.0,6.47584e-05,0.1,0.81138176 +174.64,199.12149,0.019182272,1997.846,7420000.0,3714.0,463750.0,,115936.0,6.45024e-05,0.1,0.804456 +175.34,199.15569,0.0020953827,1998.3862,7430000.0,3718.0,464375.0,,116064.0,6.42976e-05,0.1,0.8237302 +174.76,199.16328,-0.0020501406,1998.3884,7440000.0,3723.0,465000.0,,116224.0,6.40416e-05,0.1,0.79379886 +178.37,199.18599,0.018040895,1998.9268,7450000.0,3727.0,465625.0,,116384.0,6.37856e-05,0.1,0.88966256 +182.83,199.20517,0.014280548,1998.9282,7460000.0,3732.0,466250.0,,116544.0,6.35296e-05,0.1,0.74322486 +185.26,199.24277,0.03675795,1999.4647,7470000.0,3736.0,466875.0,,116704.0,6.32736e-05,0.1,0.8020845 +193.12,199.29039,0.019860804,1998.931,7480000.0,3742.0,467500.0,,116864.0,6.30176e-05,0.1,0.7416193 +193.35,199.33,0.00128137,1999.4661,7490000.0,3746.0,468125.0,,117024.0,6.27616e-05,0.1,0.75862515 +200.9,199.52888,0.05172696,1999.4668,7500000.0,3751.0,468750.0,,117184.0,6.25056e-05,0.1,0.70920396 +199.37,199.6827,0.016206177,1999.4675,7510000.0,3756.0,469375.0,,117312.0,6.23008e-05,0.1,0.793749 +199.02,199.79228,0.00810114,1999.4683,7520000.0,3761.0,470000.0,,117472.0,6.20448e-05,0.1,0.7704891 +195.4,199.8251,0.007818535,1999.4689,7530000.0,3766.0,470625.0,,117632.0,6.17888e-05,0.1,0.8167877 +197.59,199.88568,0.016193198,2000.0,7540000.0,3770.0,471250.0,,117792.0,6.15328e-05,0.1,0.7986655 +200.71,199.9942,0.04449128,2000.0,7550000.0,3775.0,471875.0,,117952.0,6.12768e-05,0.1,0.771802 +207.61,200.179,0.052283663,2000.5293,7560000.0,3779.0,472500.0,,118112.0,6.10208e-05,0.1,0.6767023 +215.06,200.39891,-0.0044106557,2000.5286,7570000.0,3784.0,473125.0,,118272.0,6.07648e-05,0.1,0.7493054 +221.37,200.6921,0.06633751,2000.5278,7580000.0,3789.0,473750.0,,118432.0,6.05088e-05,0.1,0.73025906 +225.64,200.9663,0.0213416,2000.0,7590000.0,3795.0,474375.0,,118592.0,6.02528e-05,0.1,0.8144623 +223.93,201.21391,0.012755732,2000.5265,7600000.0,3799.0,475000.0,,118720.0,6.0048e-05,0.1,0.8000981 +219.95,201.42877,0.0023379591,2000.5258,7610000.0,3804.0,475625.0,,118880.0,5.9792e-05,0.1,0.8444102 +214.53,201.65668,0.003563108,2000.525,7620000.0,3809.0,476250.0,,119040.0,5.9536e-05,0.1,0.83493793 +205.58,201.8618,0.022433292,2000.5244,7630000.0,3814.0,476875.0,,119200.0,5.928e-05,0.1,0.82121193 +203.7,202.06517,0.023074588,2001.0477,7640000.0,3818.0,477500.0,,119360.0,5.9024e-05,0.1,0.8532009 +202.54,202.24387,0.026419543,2001.0463,7650000.0,3823.0,478125.0,,119520.0,5.8768e-05,0.1,0.739871 +204.48,202.41629,0.030981893,2001.0449,7660000.0,3828.0,478750.0,,119680.0,5.8512e-05,0.1,0.7087584 +201.89,202.54709,0.010780346,2001.0436,7670000.0,3833.0,479375.0,,119840.0,5.8256e-05,0.1,0.7886098 +202.57,202.70721,0.028327018,2001.5637,7680000.0,3837.0,480000.0,,120000.0,5.8e-05,0.1,0.80411947 +210.57,202.96922,0.027153457,2001.5616,7690000.0,3842.0,480625.0,,120128.0,5.77952e-05,0.1,0.70178586 +219.87,203.34642,0.023714215,2001.5597,7700000.0,3847.0,481250.0,,120288.0,5.75392e-05,0.1,0.8616905 +222.33,203.69879,0.042173512,2001.5576,7710000.0,3852.0,481875.0,,120448.0,5.72832e-05,0.1,0.8366485 +219.25,203.998,0.041800562,2001.5557,7720000.0,3857.0,482500.0,,120608.0,5.70272e-05,0.1,0.7908435 +214.95,204.2307,0.038324263,2001.5536,7730000.0,3862.0,483125.0,,120768.0,5.67712e-05,0.1,0.7826444 +210.72,204.41571,0.031916697,2001.5516,7740000.0,3867.0,483750.0,,120928.0,5.65152e-05,0.1,0.8211607 +211.13,204.59932,0.07852974,2001.5496,7750000.0,3872.0,484375.0,,121088.0,5.62592e-05,0.1,0.7127165 +212.38,204.82422,0.025535403,2001.5476,7760000.0,3877.0,485000.0,,121248.0,5.60032e-05,0.1,0.8246891 +214.86,205.07573,0.016476506,2002.0613,7770000.0,3881.0,485625.0,,121376.0,5.57984e-05,0.1,0.90022194 +215.93,205.26501,0.029354198,2002.0587,7780000.0,3886.0,486250.0,,121536.0,5.55424e-05,0.1,0.82749116 +223.03,205.5537,0.051929235,2002.056,7790000.0,3891.0,486875.0,,121696.0,5.52864e-05,0.1,0.7532766 +224.83,205.81389,0.032801595,2002.5674,7800000.0,3895.0,487500.0,,121856.0,5.50304e-05,0.1,0.8276448 +220.96,206.0604,0.041095994,2002.5641,7810000.0,3900.0,488125.0,,122016.0,5.47744e-05,0.1,0.8596307 +215.35,206.2633,0.01584445,2002.5608,7820000.0,3905.0,488750.0,,122176.0,5.45184e-05,0.1,0.81338096 +211.34,206.5473,0.024228672,2002.5575,7830000.0,3910.0,489375.0,,122336.0,5.42624e-05,0.1,0.85497916 +204.62,206.74399,0.0024883803,2002.5543,7840000.0,3915.0,490000.0,,122496.0,5.40064e-05,0.1,0.81738955 +194.85,206.8687,0.027159711,2002.551,7850000.0,3920.0,490625.0,,122656.0,5.37504e-05,0.1,0.82023716 +188.2,206.89726,0.014283411,2002.5477,7860000.0,3925.0,491250.0,,122784.0,5.35456e-05,0.1,0.7787809 +188.33,206.9258,0.017605655,2002.5446,7870000.0,3930.0,491875.0,,122944.0,5.32896e-05,0.1,0.77311575 +190.48,207.06099,0.003190736,2003.0503,7880000.0,3934.0,492500.0,,123104.0,5.30336e-05,0.1,0.8121296 +187.92,207.16481,0.008167539,2003.0465,7890000.0,3939.0,493125.0,,123264.0,5.27776e-05,0.1,0.7110112 +188.17,207.2832,0.043377362,2003.0426,7900000.0,3944.0,493750.0,,123424.0,5.25216e-05,0.1,0.7388861 +189.26,207.3464,0.026562773,2002.5316,7910000.0,3950.0,494375.0,,123584.0,5.22656e-05,0.1,0.8056003 +189.14,207.4147,0.00713218,2002.5284,7920000.0,3955.0,495000.0,,123744.0,5.20096e-05,0.1,0.8183399 +188.98,207.47223,0.029679168,2003.0311,7930000.0,3959.0,495625.0,,123904.0,5.17536e-05,0.1,0.76959705 +195.36,207.5374,0.030350067,2003.5327,7940000.0,3963.0,496250.0,,124032.0,5.15488e-05,0.1,0.7659359 +199.48,207.68292,0.027804175,2003.5282,7950000.0,3968.0,496875.0,,124192.0,5.12928e-05,0.1,0.8013707 +195.14,207.80432,0.013415326,2003.5238,7960000.0,3973.0,497500.0,,124352.0,5.10368e-05,0.1,0.83274144 +196.28,207.97002,0.022029012,2003.5194,7970000.0,3978.0,498125.0,,124512.0,5.07808e-05,0.1,0.8189264 +198.17,208.08871,0.010303066,2003.5149,7980000.0,3983.0,498750.0,,124672.0,5.05248e-05,0.1,0.8286402 +200.18,208.14851,0.04914191,2003.5105,7990000.0,3988.0,499375.0,,124832.0,5.02688e-05,0.1,0.8936952 +206.27,208.17899,0.012268567,2003.5061,8000000.0,3993.0,500000.0,,124992.0,5.00128e-05,0.1,0.79277635 +205.22,208.17871,0.032317374,2003.5017,8010000.0,3998.0,500625.0,,125152.0,4.97568e-05,0.1,0.7515693 +206.63,208.19951,0.035348043,2003.998,8020000.0,4002.0,501250.0,,125312.0,4.95008e-05,0.1,0.7894742 +211.43,208.2575,0.02606933,2003.993,8030000.0,4007.0,501875.0,,125440.0,4.9296e-05,0.1,0.80368 +218.33,208.3474,0.030767037,2004.4877,8040000.0,4011.0,502500.0,,125600.0,4.904e-05,0.1,0.7649615 +218.29,208.36641,0.027955366,2004.482,8050000.0,4016.0,503125.0,,125760.0,4.8784e-05,0.1,0.7677679 +222.69,208.47197,0.04121335,2004.4764,8060000.0,4021.0,503750.0,,125920.0,4.8528e-05,0.1,0.7723427 +228.78,208.62248,0.06459604,2004.969,8070000.0,4025.0,504375.0,,126080.0,4.8272e-05,0.1,0.7370278 +231.46,208.81148,0.04118689,2004.9628,8080000.0,4030.0,505000.0,,126240.0,4.8016e-05,0.1,0.74339247 +232.71,209.048,0.028245382,2005.4536,8090000.0,4034.0,505625.0,,126400.0,4.776e-05,0.1,0.7282489 +233.44,209.1907,0.021039223,2005.4469,8100000.0,4039.0,506250.0,,126560.0,4.7504e-05,0.1,0.75080234 +234.65,209.3648,0.05010837,2005.4402,8110000.0,4044.0,506875.0,,126688.0,4.72992e-05,0.1,0.73041624 +237.44,209.53839,0.008116849,2005.9288,8120000.0,4048.0,507500.0,,126848.0,4.70432e-05,0.1,0.80043775 +231.34,209.61838,0.03191573,2005.9215,8130000.0,4053.0,508125.0,,127008.0,4.67872e-05,0.1,0.76340616 +234.45,209.63687,0.032122847,2005.9142,8140000.0,4058.0,508750.0,,127168.0,4.65312e-05,0.1,0.65931594 +233.78,209.64117,0.017167278,2005.907,8150000.0,4063.0,509375.0,,127328.0,4.62752e-05,0.1,0.8808215 +230.51,209.63017,0.0071089314,2006.393,8160000.0,4067.0,510000.0,,127488.0,4.60192e-05,0.1,0.7653206 +231.16,209.68079,0.020721713,2006.385,8170000.0,4072.0,510625.0,,127648.0,4.57632e-05,0.1,0.83856565 +233.63,209.75381,0.017548194,2006.3772,8180000.0,4077.0,511250.0,,127808.0,4.55072e-05,0.1,0.761537 +233.47,209.82532,0.011549071,2006.3694,8190000.0,4082.0,511875.0,,127968.0,4.52512e-05,0.1,0.7592501 +230.82,209.86871,0.033326812,2006.8527,8200000.0,4086.0,512500.0,,128096.0,4.50464e-05,0.1,0.8000063 +228.84,209.91791,0.02506331,2007.335,8210000.0,4090.0,513125.0,,128256.0,4.47904e-05,0.1,0.88782203 +228.38,209.9548,0.01498319,2007.326,8220000.0,4095.0,513750.0,,128416.0,4.45344e-05,0.1,0.733497 +228.94,209.9726,0.05392084,2007.317,8230000.0,4100.0,514375.0,,128576.0,4.42784e-05,0.1,0.65927184 +230.42,209.96779,0.0038168351,2007.3081,8240000.0,4105.0,515000.0,,128736.0,4.40224e-05,0.1,0.7374147 +233.99,210.0099,0.017327458,2007.2993,8250000.0,4110.0,515625.0,,128896.0,4.37664e-05,0.1,0.799877 +228.52,209.9474,0.028668711,2007.2904,8260000.0,4115.0,516250.0,,129056.0,4.35104e-05,0.1,0.74700403 +231.54,210.01187,0.037082598,2007.2815,8270000.0,4120.0,516875.0,,129216.0,4.32544e-05,0.1,0.7870645 +228.32,210.0483,-0.0052346815,2007.7594,8280000.0,4124.0,517500.0,,129344.0,4.30496e-05,0.1,0.7975479 +224.53,210.06837,0.042982653,2007.75,8290000.0,4129.0,518125.0,,129504.0,4.27936e-05,0.1,0.7680526 +226.23,210.14099,0.0061579896,2007.7407,8300000.0,4134.0,518750.0,,129664.0,4.25376e-05,0.1,0.75277835 +236.84,210.31131,0.011763664,2007.7313,8310000.0,4139.0,519375.0,,129824.0,4.22816e-05,0.1,0.77599245 +233.12,210.5225,0.04394175,2007.722,8320000.0,4144.0,520000.0,,129984.0,4.20256e-05,0.1,0.7640846 +233.57,210.7709,0.050384182,2007.7126,8330000.0,4149.0,520625.0,,130144.0,4.17696e-05,0.1,0.78935003 +234.4,211.01581,0.026205566,2007.7034,8340000.0,4154.0,521250.0,,130304.0,4.15136e-05,0.1,0.75023115 +235.1,211.291,0.060307853,2007.6942,8350000.0,4159.0,521875.0,,130464.0,4.12576e-05,0.1,0.75856256 +230.77,211.486,0.0034916159,2007.6849,8360000.0,4164.0,522500.0,,130624.0,4.10016e-05,0.1,0.79207695 +230.23,211.676,0.025800984,2008.1573,8370000.0,4168.0,523125.0,,130752.0,4.07968e-05,0.1,0.858302 +228.29,211.93959,0.033417992,2008.6289,8380000.0,4172.0,523750.0,,130912.0,4.05408e-05,0.1,0.78307974 +227.21,212.29602,0.06064459,2008.6187,8390000.0,4177.0,524375.0,,131072.0,4.02848e-05,0.1,0.7595813 +220.91,212.6676,0.013983815,2008.6083,8400000.0,4182.0,525000.0,,131232.0,4.00288e-05,0.1,0.7777435 +216.75,213.04968,0.044758417,2008.598,8410000.0,4187.0,525625.0,,131392.0,3.97728e-05,0.1,0.71882975 +212.22,213.42552,0.023686595,2008.5878,8420000.0,4192.0,526250.0,,131552.0,3.95168e-05,0.1,0.79122823 +216.06,213.83272,0.02826839,2009.0563,8430000.0,4196.0,526875.0,,131712.0,3.92608e-05,0.1,0.8203527 +212.32,214.20831,0.015028392,2009.0454,8440000.0,4201.0,527500.0,,131872.0,3.90048e-05,0.1,0.77665794 +211.5,214.53961,0.027048962,2009.0347,8450000.0,4206.0,528125.0,,132000.0,3.88e-05,0.1,0.77250075 +209.3,214.80432,0.07095859,2009.0239,8460000.0,4211.0,528750.0,,132160.0,3.8544e-05,0.1,0.77000797 +207.64,215.02812,0.021963606,2009.0133,8470000.0,4216.0,529375.0,,132320.0,3.8288e-05,0.1,0.7586466 +210.13,215.19823,0.02090579,2009.4786,8480000.0,4220.0,530000.0,,132480.0,3.8032e-05,0.1,0.7605017 +213.83,215.40303,0.054765806,2009.4674,8490000.0,4225.0,530625.0,,132640.0,3.7776e-05,0.1,0.74123603 +216.63,215.56033,0.01976906,2009.4563,8500000.0,4230.0,531250.0,,132800.0,3.752e-05,0.1,0.7563553 +220.12,215.7678,0.00375289,2009.4451,8510000.0,4235.0,531875.0,,132960.0,3.7264e-05,0.1,0.700305 +219.5,215.9726,0.01628296,2008.9602,8520000.0,4241.0,532500.0,,133120.0,3.7008e-05,0.1,0.7422881 +225.46,216.27321,0.030701308,2009.4229,8530000.0,4245.0,533125.0,,133280.0,3.6752e-05,0.1,0.6755264 +222.14,216.51869,0.037951548,2009.4117,8540000.0,4250.0,533750.0,,133408.0,3.65472e-05,0.1,0.75088286 +227.51,216.7867,0.035533622,2009.4008,8550000.0,4255.0,534375.0,,133568.0,3.62912e-05,0.1,0.6561712 +234.68,217.0574,0.030059142,2009.3896,8560000.0,4260.0,535000.0,,133728.0,3.60352e-05,0.1,0.7186126 +243.15,217.33832,0.013841519,2009.3787,8570000.0,4265.0,535625.0,,133888.0,3.57792e-05,0.1,0.75249827 +253.82,217.66281,0.020996543,2009.3677,8580000.0,4270.0,536250.0,,134048.0,3.55232e-05,0.1,0.7226979 +252.67,217.9331,0.048285756,2009.8269,8590000.0,4274.0,536875.0,,134208.0,3.52672e-05,0.1,0.7552575 +256.91,218.26291,0.056341685,2009.8154,8600000.0,4279.0,537500.0,,134368.0,3.50112e-05,0.1,0.71516216 +255.78,218.62122,0.013845085,2009.804,8610000.0,4284.0,538125.0,,134528.0,3.47552e-05,0.1,0.74373066 +254.88,219.0247,0.01826192,2009.7925,8620000.0,4289.0,538750.0,,134656.0,3.45504e-05,0.1,0.7294772 +259.18,219.5607,0.038427014,2009.7811,8630000.0,4294.0,539375.0,,134816.0,3.42944e-05,0.1,0.75937307 +265.31,220.17682,0.010990371,2009.7697,8640000.0,4299.0,540000.0,,134976.0,3.40384e-05,0.1,0.7642499 +265.27,220.80412,0.070811406,2009.7584,8650000.0,4304.0,540625.0,,135136.0,3.37824e-05,0.1,0.7006857 +268.25,221.4418,0.02570668,2009.7471,8660000.0,4309.0,541250.0,,135296.0,3.35264e-05,0.1,0.7710443 +266.3,222.08592,0.042606466,2009.7357,8670000.0,4314.0,541875.0,,135456.0,3.32704e-05,0.1,0.69728047 +267.54,222.73558,0.028770713,2010.19,8680000.0,4318.0,542500.0,,135616.0,3.30144e-05,0.1,0.7287206 +277.46,223.40451,0.040231984,2010.1781,8690000.0,4323.0,543125.0,,135776.0,3.27584e-05,0.1,0.7915479 +275.06,223.9564,0.038529422,2010.1664,8700000.0,4328.0,543750.0,,135936.0,3.25024e-05,0.1,0.76119995 +272.56,224.45871,0.047996692,2010.1547,8710000.0,4333.0,544375.0,,136064.0,3.22976e-05,0.1,0.7292954 +269.44,224.9606,0.010805689,2010.6064,8720000.0,4337.0,545000.0,,136224.0,3.20416e-05,0.1,0.7513859 +269.89,225.51003,0.030363152,2010.5942,8730000.0,4342.0,545625.0,,136384.0,3.17856e-05,0.1,0.82162356 +269.64,226.09921,0.052419525,2010.582,8740000.0,4347.0,546250.0,,136544.0,3.15296e-05,0.1,0.71917415 +266.94,226.6573,0.049453296,2010.5698,8750000.0,4352.0,546875.0,,136704.0,3.12736e-05,0.1,0.7418449 +264.74,227.1809,0.027732456,2010.5577,8760000.0,4357.0,547500.0,,136864.0,3.10176e-05,0.1,0.7522031 +261.86,227.6509,0.024231382,2011.0066,8770000.0,4361.0,548125.0,,137024.0,3.07616e-05,0.1,0.6764759 +264.16,228.13321,0.040516224,2010.994,8780000.0,4366.0,548750.0,,137184.0,3.05056e-05,0.1,0.76694196 +266.21,228.56502,0.019692067,2010.9814,8790000.0,4371.0,549375.0,,137312.0,3.03008e-05,0.1,0.8072981 +265.45,228.9712,0.04375982,2011.4286,8800000.0,4375.0,550000.0,,137472.0,3.00448e-05,0.1,0.6349132 +266.05,229.4221,0.031038959,2011.4155,8810000.0,4380.0,550625.0,,137632.0,2.97888e-05,0.1,0.7537955 +265.92,229.92781,0.028591411,2011.4025,8820000.0,4385.0,551250.0,,137792.0,2.95328e-05,0.1,0.7949938 +260.78,230.42218,0.06491851,2011.3895,8830000.0,4390.0,551875.0,,137952.0,2.92768e-05,0.1,0.6606618 +261.71,230.99312,0.023805603,2011.3766,8840000.0,4395.0,552500.0,,138112.0,2.90208e-05,0.1,0.74524987 +258.78,231.6324,0.012842368,2011.3636,8850000.0,4400.0,553125.0,,138272.0,2.87648e-05,0.1,0.8210412 +254.0,232.29039,0.032073338,2011.8075,8860000.0,4404.0,553750.0,,138432.0,2.85088e-05,0.1,0.7385612 +242.39,232.831,0.021206697,2011.7941,8870000.0,4409.0,554375.0,,138592.0,2.82528e-05,0.1,0.6907369 +246.53,233.39148,0.032987088,2011.7806,8880000.0,4414.0,555000.0,,138720.0,2.8048e-05,0.1,0.75999343 +248.15,233.99379,0.019357378,2011.7673,8890000.0,4419.0,555625.0,,138880.0,2.7792e-05,0.1,0.7298586 +252.11,234.63321,0.0122725675,2011.754,8900000.0,4424.0,556250.0,,139040.0,2.7536e-05,0.1,0.6606158 +259.99,235.34048,0.040877312,2012.1951,8910000.0,4428.0,556875.0,,139200.0,2.728e-05,0.1,0.7733309 +262.85,236.07759,0.012993882,2012.1814,8920000.0,4433.0,557500.0,,139360.0,2.7024e-05,0.1,0.7602545 +259.88,236.78658,0.05389165,2011.7144,8930000.0,4439.0,558125.0,,139520.0,2.6768e-05,0.1,0.6536678 +264.07,237.47371,0.047004662,2012.1539,8940000.0,4443.0,558750.0,,139680.0,2.6512e-05,0.1,0.7010583 +272.1,238.1999,0.042302746,2012.1403,8950000.0,4448.0,559375.0,,139840.0,2.6256e-05,0.1,0.77395695 +269.71,238.94562,0.0388688,2012.1267,8960000.0,4453.0,560000.0,,140000.0,2.6e-05,0.1,0.73781353 +269.44,239.6772,0.02989779,2012.113,8970000.0,4458.0,560625.0,,140128.0,2.57952e-05,0.1,0.7260037 +274.08,240.43631,0.04557328,2012.5504,8980000.0,4462.0,561250.0,,140288.0,2.55392e-05,0.1,0.73691523 +281.43,241.24881,0.031195313,2012.5364,8990000.0,4467.0,561875.0,,140448.0,2.52832e-05,0.1,0.70471203 +282.18,242.00789,0.046287008,2012.5223,9000000.0,4472.0,562500.0,,140608.0,2.50272e-05,0.1,0.72988194 +276.18,242.7175,0.069431655,2012.5084,9010000.0,4477.0,563125.0,,140768.0,2.47712e-05,0.1,0.7445264 +279.81,243.4493,0.015523689,2012.9435,9020000.0,4481.0,563750.0,,140928.0,2.45152e-05,0.1,0.74273777 +280.94,244.1444,0.027672779,2012.9291,9030000.0,4486.0,564375.0,,141088.0,2.42592e-05,0.1,0.7164563 +280.53,244.76639,0.021677144,2012.9147,9040000.0,4491.0,565000.0,,141248.0,2.40032e-05,0.1,0.7147071 +286.05,245.444,0.004464385,2013.3481,9050000.0,4495.0,565625.0,,141376.0,2.37984e-05,0.1,0.7500577 +293.49,246.15201,0.031808656,2013.3334,9060000.0,4500.0,566250.0,,141536.0,2.35424e-05,0.1,0.7541952 +298.77,246.85191,0.058545332,2013.3185,9070000.0,4505.0,566875.0,,141696.0,2.32864e-05,0.1,0.76382715 +299.78,247.5351,0.039099377,2013.3037,9080000.0,4510.0,567500.0,,141856.0,2.30304e-05,0.1,0.7808571 +297.05,248.17851,0.0045458535,2013.7351,9090000.0,4514.0,568125.0,,142016.0,2.27744e-05,0.1,0.7758943 +288.8,248.73213,0.04790369,2013.7198,9100000.0,4519.0,568750.0,,142176.0,2.25184e-05,0.1,0.7657263 +287.49,249.26051,0.053622674,2013.7047,9110000.0,4524.0,569375.0,,142336.0,2.22624e-05,0.1,0.78489673 +289.51,249.78123,0.0074875494,2013.6896,9120000.0,4529.0,570000.0,,142496.0,2.20064e-05,0.1,0.7885048 +287.02,250.33801,0.005934827,2013.6744,9130000.0,4534.0,570625.0,,142656.0,2.17504e-05,0.1,0.77593845 +283.08,250.82431,0.03827898,2014.1031,9140000.0,4538.0,571250.0,,142784.0,2.15456e-05,0.1,0.7007748 +280.66,251.29309,0.04147129,2014.0876,9150000.0,4543.0,571875.0,,142944.0,2.12896e-05,0.1,0.72200716 +281.64,251.80441,0.019658487,2014.0721,9160000.0,4548.0,572500.0,,143104.0,2.10336e-05,0.1,0.7536787 +277.09,252.26369,0.041351542,2014.0566,9170000.0,4553.0,573125.0,,143264.0,2.07776e-05,0.1,0.7393167 +275.34,252.68082,0.04235996,2014.0413,9180000.0,4558.0,573750.0,,143424.0,2.05216e-05,0.1,0.737079 +266.59,253.012,0.02329659,2014.4673,9190000.0,4562.0,574375.0,,143584.0,2.02656e-05,0.1,0.73595566 +274.55,253.4493,0.026165556,2014.0105,9200000.0,4568.0,575000.0,,143744.0,2.00096e-05,0.1,0.8031731 +272.04,253.88129,0.011215608,2013.9952,9210000.0,4573.0,575625.0,,143904.0,1.97536e-05,0.1,0.75431204 +267.75,254.275,0.0083051305,2013.9799,9220000.0,4578.0,576250.0,,144032.0,1.95488e-05,0.1,0.7656535 +267.25,254.65811,0.059428345,2014.4042,9230000.0,4582.0,576875.0,,144192.0,1.92928e-05,0.1,0.76398534 +264.5,254.9989,0.025280315,2014.3885,9240000.0,4587.0,577500.0,,144352.0,1.90368e-05,0.1,0.689096 +268.23,255.34132,0.041365944,2014.3728,9250000.0,4592.0,578125.0,,144512.0,1.87808e-05,0.1,0.68427867 +272.47,255.78082,0.028462162,2014.3572,9260000.0,4597.0,578750.0,,144672.0,1.85248e-05,0.1,0.7531025 +274.5,256.21042,0.011361609,2014.3416,9270000.0,4602.0,579375.0,,144832.0,1.82688e-05,0.1,0.8148362 +272.67,256.6539,0.04101824,2014.326,9280000.0,4607.0,580000.0,,144992.0,1.80128e-05,0.1,0.7207285 +276.6,257.17462,0.048650417,2014.7473,9290000.0,4611.0,580625.0,,145152.0,1.77568e-05,0.1,0.63533854 +280.03,257.7126,0.017499777,2014.7313,9300000.0,4616.0,581250.0,,145312.0,1.75008e-05,0.1,0.7607788 +277.17,258.1159,0.052049052,2015.1515,9310000.0,4620.0,581875.0,,145440.0,1.7296e-05,0.1,0.714455 +272.94,258.5141,0.019711306,2015.1351,9320000.0,4625.0,582500.0,,145600.0,1.704e-05,0.1,0.7691492 +274.88,258.92722,0.044699498,2015.1188,9330000.0,4630.0,583125.0,,145760.0,1.6784e-05,0.1,0.7631279 +275.7,259.3402,0.038525447,2015.1025,9340000.0,4635.0,583750.0,,145920.0,1.6528e-05,0.1,0.8097528 +275.4,259.7432,0.03248324,2015.5206,9350000.0,4639.0,584375.0,,146080.0,1.6272e-05,0.1,0.80132735 +270.61,260.1416,-0.0028982735,2015.5039,9360000.0,4644.0,585000.0,,146240.0,1.6016e-05,0.1,0.82415366 +269.08,260.5301,0.029696897,2015.4872,9370000.0,4649.0,585625.0,,146400.0,1.576e-05,0.1,0.85822487 +266.78,260.915,0.062036756,2015.9037,9380000.0,4653.0,586250.0,,146560.0,1.5504e-05,0.1,0.6843272 +271.21,261.355,0.017314153,2016.7526,9390000.0,4656.0,586875.0,,146688.0,1.52992e-05,0.1,0.75372654 +275.43,261.9002,0.074494585,2016.7346,9400000.0,4661.0,587500.0,,146848.0,1.50432e-05,0.1,0.74760747 +276.99,262.50262,0.036252346,2017.5814,9410000.0,4664.0,588125.0,,147008.0,1.47872e-05,0.1,0.67018706 +282.18,263.2022,0.020833934,2017.9949,9420000.0,4668.0,588750.0,,147168.0,1.45312e-05,0.1,0.75437737 +273.15,263.7731,0.044272464,2017.9756,9430000.0,4673.0,589375.0,,147328.0,1.42752e-05,0.1,0.7899289 +270.28,264.3527,0.040649593,2018.3878,9440000.0,4677.0,590000.0,,147488.0,1.40192e-05,0.1,0.7054255 +262.51,264.8628,0.01545091,2018.7994,9450000.0,4681.0,590625.0,,147648.0,1.37632e-05,0.1,0.7349799 +262.91,265.3989,0.017005064,2018.7793,9460000.0,4686.0,591250.0,,147808.0,1.35072e-05,0.1,0.68033195 +267.96,266.0021,0.04082237,2019.1898,9470000.0,4690.0,591875.0,,147968.0,1.32512e-05,0.1,0.71757907 +269.31,266.5939,0.02943813,2020.0298,9480000.0,4693.0,592500.0,,148096.0,1.30464e-05,0.1,0.6961906 +266.57,267.12134,0.037430547,2020.4386,9490000.0,4697.0,593125.0,,148256.0,1.27904e-05,0.1,0.7408798 +266.57,267.62073,0.026135115,2020.8467,9500000.0,4701.0,593750.0,,148416.0,1.25344e-05,0.1,0.7481122 +271.02,268.1297,0.0494424,2021.254,9510000.0,4705.0,594375.0,,148576.0,1.22784e-05,0.1,0.701434 +273.98,268.6745,0.023439571,2021.6606,9520000.0,4709.0,595000.0,,148736.0,1.20224e-05,0.1,0.76381123 +268.81,269.108,0.038504735,2022.0667,9530000.0,4713.0,595625.0,,148896.0,1.17664e-05,0.1,0.7278497 +272.24,269.609,0.024989376,2022.4719,9540000.0,4717.0,596250.0,,149056.0,1.15104e-05,0.1,0.69326425 +278.83,270.1222,0.038941037,2023.305,9550000.0,4720.0,596875.0,,149216.0,1.12544e-05,0.1,0.6888357 +285.74,270.6328,0.010917692,2023.7087,9560000.0,4724.0,597500.0,,149344.0,1.10496e-05,0.1,0.7166554 +295.21,271.1534,0.059255086,2024.1117,9570000.0,4728.0,598125.0,,149504.0,1.07936e-05,0.1,0.7186575 +298.47,271.5999,0.04684626,2024.9419,9580000.0,4731.0,598750.0,,149664.0,1.05376e-05,0.1,0.66216433 +303.2,272.10522,0.036182035,2025.3431,9590000.0,4735.0,599375.0,,149824.0,1.02816e-05,0.1,0.66125345 +304.7,272.5831,0.013567962,2025.7438,9600000.0,4739.0,600000.0,,149984.0,1.00256e-05,0.1,0.6556926 +311.64,273.1417,0.03133003,2026.1438,9610000.0,4743.0,600625.0,,150144.0,9.7696e-06,0.1,0.70039105 +310.99,273.7028,0.03689153,2026.1162,9620000.0,4748.0,601250.0,,150304.0,9.5136e-06,0.1,0.72443676 +311.6,274.227,0.022221493,2026.9417,9630000.0,4751.0,601875.0,,150464.0,9.2576e-06,0.1,0.65825 +313.74,274.7113,0.03196381,2027.3396,9640000.0,4755.0,602500.0,,150624.0,9.0016e-06,0.1,0.7217301 +316.06,275.2192,0.03671221,2027.7369,9650000.0,4759.0,603125.0,,150752.0,8.7968e-06,0.1,0.6985588 +323.43,275.771,0.045982566,2028.5594,9660000.0,4762.0,603750.0,,150912.0,8.5408e-06,0.1,0.7016756 +328.04,276.3884,0.028786764,2028.5294,9670000.0,4767.0,604375.0,,151072.0,8.2848e-06,0.1,0.67530304 +333.05,277.0435,0.021072837,2028.9248,9680000.0,4771.0,605000.0,,151232.0,8.0288e-06,0.1,0.77738005 +329.06,277.55948,0.03172686,2029.3193,9690000.0,4775.0,605625.0,,151392.0,7.7728e-06,0.1,0.6401462 +330.95,278.1184,0.029310066,2030.1382,9700000.0,4778.0,606250.0,,151552.0,7.5168e-06,0.1,0.7938157 +328.65,278.6793,0.035333533,2030.5311,9710000.0,4782.0,606875.0,,151712.0,7.2608e-06,0.1,0.7741225 +330.05,279.2854,0.055910617,2030.9236,9720000.0,4786.0,607500.0,,151872.0,7.0048e-06,0.1,0.7414956 +329.02,279.8767,0.008823375,2031.7394,9730000.0,4789.0,608125.0,,152000.0,6.8e-06,0.1,0.7563351 +330.67,280.487,0.034908477,2032.1302,9740000.0,4793.0,608750.0,,152160.0,6.544e-06,0.1,0.72386944 +328.23,281.0999,0.063219614,2032.5204,9750000.0,4797.0,609375.0,,152320.0,6.288e-06,0.1,0.64043725 +325.34,281.7059,0.023228768,2032.9098,9760000.0,4801.0,610000.0,,152480.0,6.032e-06,0.1,0.6487088 +325.23,282.33963,0.034519594,2033.2987,9770000.0,4805.0,610625.0,,152640.0,5.776e-06,0.1,0.68538266 +318.37,282.8817,0.09420739,2033.6869,9780000.0,4809.0,611250.0,,152800.0,5.52e-06,0.1,0.7151581 +317.29,283.3925,0.019892976,2034.0743,9790000.0,4813.0,611875.0,,152960.0,5.264e-06,0.1,0.8242793 +315.61,283.89407,0.039420903,2034.4613,9800000.0,4817.0,612500.0,,153120.0,5.008e-06,0.1,0.7154813 +312.7,284.36057,0.051532794,2035.2697,9810000.0,4820.0,613125.0,,153280.0,4.752e-06,0.1,0.70732695 +311.8,284.81937,0.057090897,2035.655,9820000.0,4824.0,613750.0,,153408.0,4.5472e-06,0.1,0.6625266 +313.72,285.34882,0.020977866,2036.0398,9830000.0,4828.0,614375.0,,153568.0,4.2912e-06,0.1,0.6645303 +320.6,285.93768,0.05449034,2036.8453,9840000.0,4831.0,615000.0,,153728.0,4.0352e-06,0.1,0.7723938 +312.73,286.4772,0.037936185,2037.2285,9850000.0,4835.0,615625.0,,153888.0,3.7792e-06,0.1,0.65564364 +311.72,287.0544,0.005565578,2037.6111,9860000.0,4839.0,616250.0,,154048.0,3.5232e-06,0.1,0.7408694 +308.48,287.7153,0.026200492,2037.9929,9870000.0,4843.0,616875.0,,154208.0,3.2672e-06,0.1,0.6951141 +308.48,288.33484,0.037036803,2038.7949,9880000.0,4846.0,617500.0,,154368.0,3.0112e-06,0.1,0.6788503 +313.15,288.9848,0.02394966,2039.1753,9890000.0,4850.0,618125.0,,154528.0,2.7552e-06,0.1,0.69137347 +312.74,289.59113,0.05327508,2039.9752,9900000.0,4853.0,618750.0,,154656.0,2.5504e-06,0.1,0.69099385 +315.1,290.1422,0.0348449,2040.3541,9910000.0,4857.0,619375.0,,154816.0,2.2944e-06,0.1,0.6386938 +321.7,290.73068,0.047000006,2040.7323,9920000.0,4861.0,620000.0,,154976.0,2.0384e-06,0.1,0.6974255 +326.42,291.3961,0.051290993,2041.11,9930000.0,4865.0,620625.0,,155136.0,1.7824e-06,0.1,0.7285315 +322.87,291.98407,0.03939409,2041.4869,9940000.0,4869.0,621250.0,,155296.0,1.5264e-06,0.1,0.7155574 +324.5,292.5081,0.023858268,2041.8633,9950000.0,4873.0,621875.0,,155456.0,1.2704e-06,0.1,0.68680704 +330.35,293.11447,0.048715178,2042.658,9960000.0,4876.0,622500.0,,155616.0,1.0144e-06,0.1,0.7078868 +331.22,293.7323,0.025835391,2043.0328,9970000.0,4880.0,623125.0,,155776.0,7.584e-07,0.1,0.7471329 +333.4,294.3255,0.021839079,2043.407,9980000.0,4884.0,623750.0,,155936.0,5.024e-07,0.1,0.71131593 +331.82,294.8294,0.0667845,2044.1989,9990000.0,4887.0,624375.0,,156064.0,2.976e-07,0.1,0.7512412 +329.77,295.3053,0.03837721,2044.5717,10000000.0,4891.0,625000.0,,156224.0,4.16e-08,0.1,0.7824882 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_eval.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..29e9836e88d780af2a0bcfedbf2942dd2d0c0dc4 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 295.3052978515625, + "strength": 143.89891052246094, + "max_strength": 332.19000244140625, + "final_strength": 328.55999755859375, + "sample_efficiency": 1.8984428606927395e-07, + "training_efficiency": 1.2153863281127997e-05, + "stability": 0.9929049015045166 + }, + "local": { + "mean_returns": [ + 1.0714285373687744, + 0.9780219793319702, + 1.4500000476837158, + 1.9600000381469727, + 1.7699999809265137, + 1.8200000524520874, + 2.2899999618530273, + 2.2300000190734863, + 2.0, + 2.2799999713897705, + 2.559999942779541, + 3.109999895095825, + 3.559999942779541, + 4.159999847412109, + 4.46999979019165, + 4.199999809265137, + 4.440000057220459, + 4.769999980926514, + 5.159999847412109, + 5.230000019073486, + 5.289999961853027, + 5.789999961853027, + 6.170000076293945, + 6.800000190734863, + 7.440000057220459, + 7.789999961853027, + 8.130000114440918, + 8.09000015258789, + 8.079999923706055, + 8.170000076293945, + 8.569999694824219, + 8.619999885559082, + 8.859999656677246, + 9.109999656677246, + 9.039999961853027, + 9.399999618530273, + 9.720000267028809, + 9.859999656677246, + 9.6899995803833, + 9.59000015258789, + 9.75, + 10.069999694824219, + 10.4399995803833, + 10.550000190734863, + 10.8100004196167, + 11.199999809265137, + 11.140000343322754, + 11.279999732971191, + 11.65999984741211, + 11.979999542236328, + 12.0600004196167, + 12.460000038146973, + 12.640000343322754, + 12.520000457763672, + 12.680000305175781, + 12.960000038146973, + 13.449999809265137, + 13.579999923706055, + 13.670000076293945, + 14.289999961853027, + 14.90999984741211, + 14.779999732971191, + 15.039999961853027, + 15.050000190734863, + 15.470000267028809, + 15.449999809265137, + 15.319999694824219, + 15.220000267028809, + 15.430000305175781, + 15.869999885559082, + 16.459999084472656, + 16.8700008392334, + 17.719999313354492, + 17.959999084472656, + 18.040000915527344, + 18.049999237060547, + 18.059999465942383, + 17.3700008392334, + 17.15999984741211, + 17.75, + 18.280000686645508, + 19.1299991607666, + 19.190000534057617, + 20.270000457763672, + 20.6299991607666, + 20.81999969482422, + 20.790000915527344, + 20.489999771118164, + 20.84000015258789, + 21.0, + 21.6299991607666, + 21.270000457763672, + 22.200000762939453, + 23.43000030517578, + 23.329999923706055, + 23.559999465942383, + 23.950000762939453, + 23.649999618530273, + 24.079999923706055, + 23.540000915527344, + 23.579999923706055, + 23.3700008392334, + 23.84000015258789, + 23.780000686645508, + 23.59000015258789, + 23.739999771118164, + 23.8799991607666, + 23.899999618530273, + 24.43000030517578, + 24.600000381469727, + 24.5, + 25.170000076293945, + 25.329999923706055, + 26.3700008392334, + 26.549999237060547, + 26.530000686645508, + 27.030000686645508, + 26.770000457763672, + 26.850000381469727, + 26.950000762939453, + 26.81999969482422, + 26.81999969482422, + 26.459999084472656, + 26.459999084472656, + 26.6299991607666, + 26.989999771118164, + 26.81999969482422, + 27.68000030517578, + 28.260000228881836, + 29.190000534057617, + 30.020000457763672, + 31.020000457763672, + 31.68000030517578, + 32.400001525878906, + 33.5099983215332, + 34.06999969482422, + 34.90999984741211, + 36.75, + 37.060001373291016, + 37.41999816894531, + 37.45000076293945, + 38.380001068115234, + 38.54999923706055, + 38.349998474121094, + 38.130001068115234, + 37.97999954223633, + 38.84000015258789, + 36.56999969482422, + 37.47999954223633, + 36.56999969482422, + 36.970001220703125, + 36.81999969482422, + 37.02000045776367, + 37.15999984741211, + 37.20000076293945, + 37.619998931884766, + 38.560001373291016, + 39.11000061035156, + 38.880001068115234, + 38.4900016784668, + 39.369998931884766, + 38.58000183105469, + 38.810001373291016, + 39.709999084472656, + 39.869998931884766, + 40.130001068115234, + 40.38999938964844, + 39.77000045776367, + 39.7400016784668, + 40.0, + 40.130001068115234, + 40.900001525878906, + 41.689998626708984, + 41.560001373291016, + 41.4900016784668, + 42.529998779296875, + 42.15999984741211, + 42.58000183105469, + 43.34000015258789, + 44.369998931884766, + 45.90999984741211, + 46.560001373291016, + 47.349998474121094, + 47.06999969482422, + 47.38999938964844, + 47.56999969482422, + 47.689998626708984, + 49.83000183105469, + 49.689998626708984, + 51.40999984741211, + 54.31999969482422, + 53.70000076293945, + 52.59000015258789, + 51.34000015258789, + 51.65999984741211, + 53.47999954223633, + 54.279998779296875, + 53.75, + 51.93000030517578, + 51.83000183105469, + 53.13999938964844, + 54.84000015258789, + 52.290000915527344, + 53.31999969482422, + 53.310001373291016, + 57.2400016784668, + 56.439998626708984, + 56.11000061035156, + 55.34000015258789, + 58.060001373291016, + 59.18000030517578, + 61.540000915527344, + 60.5, + 58.380001068115234, + 58.58000183105469, + 59.02000045776367, + 58.65999984741211, + 55.779998779296875, + 56.36000061035156, + 57.22999954223633, + 57.45000076293945, + 55.88999938964844, + 51.630001068115234, + 51.41999816894531, + 50.970001220703125, + 50.130001068115234, + 50.63999938964844, + 49.900001525878906, + 50.369998931884766, + 51.93000030517578, + 51.7599983215332, + 51.900001525878906, + 52.97999954223633, + 54.88999938964844, + 55.52000045776367, + 58.849998474121094, + 59.90999984741211, + 62.880001068115234, + 64.12000274658203, + 64.16999816894531, + 65.52999877929688, + 66.26000213623047, + 66.58999633789062, + 67.83000183105469, + 67.02999877929688, + 65.48999786376953, + 66.70999908447266, + 65.7300033569336, + 66.7300033569336, + 66.75, + 65.75, + 65.19999694824219, + 64.9800033569336, + 65.26000213623047, + 65.31999969482422, + 65.9800033569336, + 65.41000366210938, + 67.52999877929688, + 67.70999908447266, + 70.1500015258789, + 70.94999694824219, + 70.83000183105469, + 69.69000244140625, + 71.08999633789062, + 72.43000030517578, + 75.37000274658203, + 75.02999877929688, + 75.19000244140625, + 76.97000122070312, + 77.69999694824219, + 75.62000274658203, + 75.83999633789062, + 75.54000091552734, + 75.0199966430664, + 74.13999938964844, + 74.94000244140625, + 74.2300033569336, + 74.72000122070312, + 72.80000305175781, + 71.87000274658203, + 71.20999908447266, + 68.98999786376953, + 71.04000091552734, + 72.55999755859375, + 73.81999969482422, + 71.4000015258789, + 73.16999816894531, + 74.22000122070312, + 75.66000366210938, + 76.8499984741211, + 76.08000183105469, + 75.93000030517578, + 76.91999816894531, + 76.29000091552734, + 78.33000183105469, + 78.51000213623047, + 80.37999725341797, + 81.80999755859375, + 81.22000122070312, + 80.06999969482422, + 79.5999984741211, + 77.23999786376953, + 76.47000122070312, + 76.3499984741211, + 77.13999938964844, + 81.12999725341797, + 81.16000366210938, + 81.08999633789062, + 76.0199966430664, + 77.18000030517578, + 74.23999786376953, + 77.05000305175781, + 82.27999877929688, + 85.48999786376953, + 88.29000091552734, + 90.86000061035156, + 91.13999938964844, + 90.37999725341797, + 90.33000183105469, + 88.12000274658203, + 88.55000305175781, + 88.81999969482422, + 88.05999755859375, + 92.0199966430664, + 90.8499984741211, + 86.16999816894531, + 86.73999786376953, + 88.58000183105469, + 85.7699966430664, + 87.55000305175781, + 90.25, + 88.12999725341797, + 88.23999786376953, + 91.86000061035156, + 95.55999755859375, + 95.88999938964844, + 92.33999633789062, + 92.56999969482422, + 94.29000091552734, + 92.87000274658203, + 86.95999908447266, + 88.55999755859375, + 93.69000244140625, + 90.5, + 91.4000015258789, + 92.08000183105469, + 91.69000244140625, + 89.88999938964844, + 89.41999816894531, + 92.41000366210938, + 95.54000091552734, + 95.04000091552734, + 94.58999633789062, + 95.66999816894531, + 96.3499984741211, + 92.97000122070312, + 93.43000030517578, + 98.19999694824219, + 100.0199966430664, + 100.52999877929688, + 100.01000213623047, + 96.48999786376953, + 97.33000183105469, + 94.01000213623047, + 94.80999755859375, + 93.5199966430664, + 94.80999755859375, + 96.19000244140625, + 97.86000061035156, + 96.76000213623047, + 98.94000244140625, + 97.77999877929688, + 101.7300033569336, + 101.5, + 104.5999984741211, + 111.02999877929688, + 112.87999725341797, + 114.41999816894531, + 115.27999877929688, + 115.30999755859375, + 116.0, + 120.55000305175781, + 120.12999725341797, + 119.01000213623047, + 120.19000244140625, + 120.31999969482422, + 119.06999969482422, + 117.29000091552734, + 116.62000274658203, + 113.48999786376953, + 114.4000015258789, + 119.38999938964844, + 118.5999984741211, + 120.55999755859375, + 125.41000366210938, + 125.3499984741211, + 125.44000244140625, + 128.1999969482422, + 129.3000030517578, + 127.45999908447266, + 128.80999755859375, + 126.87000274658203, + 128.91000366210938, + 133.99000549316406, + 131.11000061035156, + 131.50999450683594, + 122.68000030517578, + 128.17999267578125, + 130.13999938964844, + 130.4199981689453, + 130.83999633789062, + 129.1999969482422, + 128.55999755859375, + 129.07000732421875, + 132.64999389648438, + 128.00999450683594, + 129.10000610351562, + 125.16999816894531, + 119.5, + 121.9800033569336, + 124.05000305175781, + 120.31999969482422, + 114.2300033569336, + 113.7699966430664, + 112.29000091552734, + 109.56999969482422, + 118.9000015258789, + 118.08999633789062, + 117.19000244140625, + 120.12999725341797, + 127.4000015258789, + 129.89999389648438, + 132.7899932861328, + 139.8000030517578, + 143.22000122070312, + 149.02999877929688, + 146.88999938964844, + 154.94000244140625, + 161.47000122070312, + 160.64999389648438, + 163.58999633789062, + 166.25, + 163.33999633789062, + 162.47999572753906, + 163.89999389648438, + 159.3000030517578, + 158.24000549316406, + 159.27999877929688, + 163.3000030517578, + 161.0, + 160.1699981689453, + 156.99000549316406, + 162.52999877929688, + 156.4600067138672, + 153.74000549316406, + 157.10000610351562, + 157.30999755859375, + 156.74000549316406, + 156.1199951171875, + 159.69000244140625, + 168.0500030517578, + 172.19000244140625, + 177.7899932861328, + 176.1199951171875, + 169.8300018310547, + 166.97999572753906, + 170.5, + 167.4600067138672, + 159.41000366210938, + 159.52000427246094, + 154.58999633789062, + 149.82000732421875, + 148.07000732421875, + 147.83999633789062, + 142.49000549316406, + 134.5800018310547, + 133.6699981689453, + 128.5399932861328, + 129.49000549316406, + 132.1699981689453, + 127.45999908447266, + 122.87999725341797, + 128.16000366210938, + 126.86000061035156, + 128.2899932861328, + 131.97999572753906, + 135.0, + 133.9499969482422, + 132.99000549316406, + 138.6699981689453, + 136.94000244140625, + 132.38999938964844, + 138.02000427246094, + 141.7899932861328, + 142.35000610351562, + 139.19000244140625, + 141.05999755859375, + 141.08999633789062, + 144.9600067138672, + 145.97000122070312, + 144.52000427246094, + 146.77000427246094, + 149.50999450683594, + 153.07000732421875, + 154.25, + 155.36000061035156, + 160.08999633789062, + 158.97000122070312, + 156.16000366210938, + 155.2100067138672, + 160.72000122070312, + 171.0, + 176.63999938964844, + 178.14999389648438, + 175.1199951171875, + 173.52999877929688, + 172.36000061035156, + 176.22999572753906, + 174.63999938964844, + 168.38999938964844, + 167.39999389648438, + 161.22000122070312, + 156.89999389648438, + 157.52000427246094, + 159.35000610351562, + 155.36000061035156, + 150.47000122070312, + 148.47999572753906, + 141.44000244140625, + 140.6699981689453, + 144.2100067138672, + 140.91000366210938, + 142.19000244140625, + 144.60000610351562, + 145.7899932861328, + 148.52999877929688, + 150.05999755859375, + 153.60000610351562, + 150.7899932861328, + 150.80999755859375, + 155.58999633789062, + 155.0800018310547, + 154.36000061035156, + 159.05999755859375, + 163.77000427246094, + 161.77000427246094, + 166.82000732421875, + 174.1699981689453, + 172.57000732421875, + 171.02000427246094, + 168.8699951171875, + 166.19000244140625, + 170.8800048828125, + 175.97000122070312, + 169.6199951171875, + 167.49000549316406, + 164.8300018310547, + 167.44000244140625, + 167.92999267578125, + 172.47000122070312, + 174.0, + 176.60000610351562, + 173.22000122070312, + 172.47999572753906, + 169.92999267578125, + 173.85000610351562, + 176.0500030517578, + 175.1300048828125, + 176.1699981689453, + 175.14999389648438, + 175.38999938964844, + 179.52999877929688, + 181.08999633789062, + 184.41000366210938, + 186.9600067138672, + 187.14999389648438, + 183.36000061035156, + 182.1199951171875, + 176.41000366210938, + 179.39999389648438, + 177.55999755859375, + 176.49000549316406, + 174.02000427246094, + 174.5399932861328, + 172.14999389648438, + 177.97999572753906, + 175.9199981689453, + 175.39999389648438, + 172.08999633789062, + 168.67999267578125, + 161.67999267578125, + 160.5, + 159.39999389648438, + 158.83999633789062, + 164.0399932861328, + 161.4199981689453, + 161.63999938964844, + 167.1199951171875, + 163.2100067138672, + 164.97000122070312, + 167.5800018310547, + 168.14999389648438, + 170.61000061035156, + 179.9600067138672, + 182.77000427246094, + 182.8699951171875, + 188.82000732421875, + 196.00999450683594, + 200.3699951171875, + 202.4600067138672, + 208.85000610351562, + 206.72000122070312, + 215.36000061035156, + 213.8000030517578, + 211.83999633789062, + 223.11000061035156, + 217.47999572753906, + 208.35000610351562, + 202.33999633789062, + 196.13999938964844, + 191.97999572753906, + 193.60000610351562, + 185.60000610351562, + 181.22000122070312, + 181.27999877929688, + 171.0, + 170.1300048828125, + 167.3800048828125, + 163.77000427246094, + 167.3699951171875, + 166.16000366210938, + 158.3000030517578, + 156.60000610351562, + 170.63999938964844, + 171.63999938964844, + 172.50999450683594, + 171.3000030517578, + 171.9499969482422, + 172.6999969482422, + 170.11000061035156, + 173.52000427246094, + 179.02000427246094, + 171.9199981689453, + 174.0, + 176.10000610351562, + 180.91000366210938, + 181.5, + 188.36000061035156, + 189.38999938964844, + 181.00999450683594, + 183.99000549316406, + 188.05999755859375, + 192.1199951171875, + 191.52999877929688, + 189.86000061035156, + 189.1300048828125, + 193.07000732421875, + 192.0500030517578, + 198.22000122070312, + 199.1699981689453, + 198.4600067138672, + 191.74000549316406, + 185.07000732421875, + 183.36000061035156, + 184.6699981689453, + 187.24000549316406, + 188.80999755859375, + 186.55999755859375, + 184.3699951171875, + 182.14999389648438, + 187.08999633789062, + 189.3300018310547, + 191.67999267578125, + 192.22000122070312, + 192.77000427246094, + 189.88999938964844, + 189.7100067138672, + 197.0, + 194.16000366210938, + 198.80999755859375, + 196.30999755859375, + 195.05999755859375, + 182.94000244140625, + 184.9499969482422, + 182.3800048828125, + 185.33999633789062, + 185.47999572753906, + 176.9600067138672, + 177.5399932861328, + 176.3300018310547, + 182.94000244140625, + 182.30999755859375, + 183.22999572753906, + 188.83999633789062, + 184.92999267578125, + 183.0, + 179.7100067138672, + 186.3000030517578, + 194.1999969482422, + 203.22000122070312, + 205.25, + 204.5500030517578, + 205.6300048828125, + 209.33999633789062, + 216.38999938964844, + 212.1300048828125, + 213.72999572753906, + 212.55999755859375, + 209.05999755859375, + 219.1699981689453, + 217.24000549316406, + 220.0800018310547, + 223.33999633789062, + 232.60000610351562, + 233.35000610351562, + 231.61000061035156, + 226.10000610351562, + 226.3300018310547, + 226.32000732421875, + 226.47999572753906, + 223.9199981689453, + 224.69000244140625, + 227.16000366210938, + 230.89999389648438, + 229.77999877929688, + 234.77000427246094, + 225.08999633789062, + 224.67999267578125, + 222.52000427246094, + 218.97000122070312, + 219.80999755859375, + 212.0, + 208.72999572753906, + 209.91000366210938, + 207.5800018310547, + 211.27000427246094, + 211.22999572753906, + 201.92999267578125, + 191.57000732421875, + 183.75, + 178.5399932861328, + 174.63999938964844, + 175.33999633789062, + 174.75999450683594, + 178.3699951171875, + 182.8300018310547, + 185.25999450683594, + 193.1199951171875, + 193.35000610351562, + 200.89999389648438, + 199.3699951171875, + 199.02000427246094, + 195.39999389648438, + 197.58999633789062, + 200.7100067138672, + 207.61000061035156, + 215.05999755859375, + 221.3699951171875, + 225.63999938964844, + 223.92999267578125, + 219.9499969482422, + 214.52999877929688, + 205.5800018310547, + 203.6999969482422, + 202.5399932861328, + 204.47999572753906, + 201.88999938964844, + 202.57000732421875, + 210.57000732421875, + 219.8699951171875, + 222.3300018310547, + 219.25, + 214.9499969482422, + 210.72000122070312, + 211.1300048828125, + 212.3800048828125, + 214.86000061035156, + 215.92999267578125, + 223.02999877929688, + 224.8300018310547, + 220.9600067138672, + 215.35000610351562, + 211.33999633789062, + 204.6199951171875, + 194.85000610351562, + 188.1999969482422, + 188.3300018310547, + 190.47999572753906, + 187.9199981689453, + 188.1699981689453, + 189.25999450683594, + 189.13999938964844, + 188.97999572753906, + 195.36000061035156, + 199.47999572753906, + 195.13999938964844, + 196.27999877929688, + 198.1699981689453, + 200.17999267578125, + 206.27000427246094, + 205.22000122070312, + 206.6300048828125, + 211.42999267578125, + 218.3300018310547, + 218.2899932861328, + 222.69000244140625, + 228.77999877929688, + 231.4600067138672, + 232.7100067138672, + 233.44000244140625, + 234.64999389648438, + 237.44000244140625, + 231.33999633789062, + 234.4499969482422, + 233.77999877929688, + 230.50999450683594, + 231.16000366210938, + 233.6300048828125, + 233.47000122070312, + 230.82000732421875, + 228.83999633789062, + 228.3800048828125, + 228.94000244140625, + 230.4199981689453, + 233.99000549316406, + 228.52000427246094, + 231.5399932861328, + 228.32000732421875, + 224.52999877929688, + 226.22999572753906, + 236.83999633789062, + 233.1199951171875, + 233.57000732421875, + 234.39999389648438, + 235.10000610351562, + 230.77000427246094, + 230.22999572753906, + 228.2899932861328, + 227.2100067138672, + 220.91000366210938, + 216.75, + 212.22000122070312, + 216.05999755859375, + 212.32000732421875, + 211.5, + 209.3000030517578, + 207.63999938964844, + 210.1300048828125, + 213.8300018310547, + 216.6300048828125, + 220.1199951171875, + 219.5, + 225.4600067138672, + 222.13999938964844, + 227.50999450683594, + 234.67999267578125, + 243.14999389648438, + 253.82000732421875, + 252.6699981689453, + 256.9100036621094, + 255.77999877929688, + 254.8800048828125, + 259.17999267578125, + 265.30999755859375, + 265.2699890136719, + 268.25, + 266.29998779296875, + 267.5400085449219, + 277.4599914550781, + 275.05999755859375, + 272.55999755859375, + 269.44000244140625, + 269.8900146484375, + 269.6400146484375, + 266.94000244140625, + 264.739990234375, + 261.8599853515625, + 264.1600036621094, + 266.2099914550781, + 265.45001220703125, + 266.04998779296875, + 265.9200134277344, + 260.7799987792969, + 261.7099914550781, + 258.7799987792969, + 254.0, + 242.38999938964844, + 246.52999877929688, + 248.14999389648438, + 252.11000061035156, + 259.989990234375, + 262.8500061035156, + 259.8800048828125, + 264.07000732421875, + 272.1000061035156, + 269.7099914550781, + 269.44000244140625, + 274.0799865722656, + 281.42999267578125, + 282.17999267578125, + 276.17999267578125, + 279.80999755859375, + 280.94000244140625, + 280.5299987792969, + 286.04998779296875, + 293.489990234375, + 298.7699890136719, + 299.7799987792969, + 297.04998779296875, + 288.79998779296875, + 287.489990234375, + 289.510009765625, + 287.0199890136719, + 283.0799865722656, + 280.6600036621094, + 281.6400146484375, + 277.0899963378906, + 275.3399963378906, + 266.5899963378906, + 274.54998779296875, + 272.0400085449219, + 267.75, + 267.25, + 264.5, + 268.2300109863281, + 272.4700012207031, + 274.5, + 272.6700134277344, + 276.6000061035156, + 280.0299987792969, + 277.1700134277344, + 272.94000244140625, + 274.8800048828125, + 275.70001220703125, + 275.3999938964844, + 270.6099853515625, + 269.0799865722656, + 266.7799987792969, + 271.2099914550781, + 275.42999267578125, + 276.989990234375, + 282.17999267578125, + 273.1499938964844, + 270.2799987792969, + 262.510009765625, + 262.9100036621094, + 267.9599914550781, + 269.30999755859375, + 266.57000732421875, + 266.57000732421875, + 271.0199890136719, + 273.9800109863281, + 268.80999755859375, + 272.239990234375, + 278.8299865722656, + 285.739990234375, + 295.2099914550781, + 298.4700012207031, + 303.20001220703125, + 304.70001220703125, + 311.6400146484375, + 310.989990234375, + 311.6000061035156, + 313.739990234375, + 316.05999755859375, + 323.42999267578125, + 328.0400085449219, + 333.04998779296875, + 329.05999755859375, + 330.95001220703125, + 328.6499938964844, + 330.04998779296875, + 329.0199890136719, + 330.6700134277344, + 328.2300109863281, + 325.3399963378906, + 325.2300109863281, + 318.3699951171875, + 317.2900085449219, + 315.6099853515625, + 312.70001220703125, + 311.79998779296875, + 313.7200012207031, + 320.6000061035156, + 312.7300109863281, + 311.7200012207031, + 308.4800109863281, + 308.4800109863281, + 313.1499938964844, + 312.739990234375, + 315.1000061035156, + 321.70001220703125, + 326.4200134277344, + 322.8699951171875, + 324.5, + 330.3500061035156, + 331.2200012207031, + 333.3999938964844, + 331.82000732421875, + 329.7699890136719 + ], + "strengths": [ + -0.13857150077819824, + -0.23197805881500244, + 0.24000000953674316, + 0.75, + 0.559999942779541, + 0.6100000143051147, + 1.0799999237060547, + 1.0199999809265137, + 0.7899999618530273, + 1.0699999332427979, + 1.3499999046325684, + 1.8999998569488525, + 2.3499999046325684, + 2.9499998092651367, + 3.2599997520446777, + 2.989999771118164, + 3.2300000190734863, + 3.559999942779541, + 3.9499998092651367, + 4.019999980926514, + 4.079999923706055, + 4.579999923706055, + 4.960000038146973, + 5.590000152587891, + 6.230000019073486, + 6.579999923706055, + 6.920000076293945, + 6.880000114440918, + 6.869999885559082, + 6.960000038146973, + 7.359999656677246, + 7.409999847412109, + 7.649999618530273, + 7.899999618530273, + 7.829999923706055, + 8.1899995803833, + 8.510000228881836, + 8.649999618530273, + 8.479999542236328, + 8.380000114440918, + 8.539999961853027, + 8.859999656677246, + 9.229999542236328, + 9.34000015258789, + 9.600000381469727, + 9.989999771118164, + 9.930000305175781, + 10.069999694824219, + 10.449999809265137, + 10.769999504089355, + 10.850000381469727, + 11.25, + 11.430000305175781, + 11.3100004196167, + 11.470000267028809, + 11.75, + 12.239999771118164, + 12.369999885559082, + 12.460000038146973, + 13.079999923706055, + 13.699999809265137, + 13.569999694824219, + 13.829999923706055, + 13.84000015258789, + 14.260000228881836, + 14.239999771118164, + 14.109999656677246, + 14.010000228881836, + 14.220000267028809, + 14.65999984741211, + 15.249999046325684, + 15.660000801086426, + 16.509998321533203, + 16.75, + 16.830001831054688, + 16.84000015258789, + 16.849998474121094, + 16.15999984741211, + 15.949999809265137, + 16.540000915527344, + 17.06999969482422, + 17.919998168945312, + 17.979999542236328, + 19.060001373291016, + 19.419998168945312, + 19.610000610351562, + 19.580001831054688, + 19.279998779296875, + 19.630001068115234, + 19.790000915527344, + 20.419998168945312, + 20.060001373291016, + 20.990001678466797, + 22.220001220703125, + 22.119998931884766, + 22.349998474121094, + 22.740001678466797, + 22.439998626708984, + 22.869998931884766, + 22.330001831054688, + 22.369998931884766, + 22.15999984741211, + 22.630001068115234, + 22.56999969482422, + 22.380001068115234, + 22.529998779296875, + 22.669998168945312, + 22.689998626708984, + 23.220001220703125, + 23.389999389648438, + 23.290000915527344, + 23.959999084472656, + 24.119998931884766, + 25.15999984741211, + 25.34000015258789, + 25.31999969482422, + 25.81999969482422, + 25.560001373291016, + 25.639999389648438, + 25.740001678466797, + 25.610000610351562, + 25.610000610351562, + 25.25, + 25.25, + 25.419998168945312, + 25.779998779296875, + 25.610000610351562, + 26.470001220703125, + 27.049999237060547, + 27.979999542236328, + 28.810001373291016, + 29.810001373291016, + 30.470001220703125, + 31.19000244140625, + 32.29999923706055, + 32.86000061035156, + 33.70000076293945, + 35.540000915527344, + 35.85000228881836, + 36.209999084472656, + 36.2400016784668, + 37.17000198364258, + 37.34000015258789, + 37.13999938964844, + 36.92000198364258, + 36.77000045776367, + 37.630001068115234, + 35.36000061035156, + 36.27000045776367, + 35.36000061035156, + 35.76000213623047, + 35.61000061035156, + 35.810001373291016, + 35.95000076293945, + 35.9900016784668, + 36.40999984741211, + 37.35000228881836, + 37.900001525878906, + 37.67000198364258, + 37.28000259399414, + 38.15999984741211, + 37.37000274658203, + 37.60000228881836, + 38.5, + 38.65999984741211, + 38.92000198364258, + 39.18000030517578, + 38.560001373291016, + 38.53000259399414, + 38.790000915527344, + 38.92000198364258, + 39.69000244140625, + 40.47999954223633, + 40.35000228881836, + 40.28000259399414, + 41.31999969482422, + 40.95000076293945, + 41.37000274658203, + 42.130001068115234, + 43.15999984741211, + 44.70000076293945, + 45.35000228881836, + 46.13999938964844, + 45.86000061035156, + 46.18000030517578, + 46.36000061035156, + 46.47999954223633, + 48.62000274658203, + 48.47999954223633, + 50.20000076293945, + 53.11000061035156, + 52.4900016784668, + 51.380001068115234, + 50.130001068115234, + 50.45000076293945, + 52.27000045776367, + 53.06999969482422, + 52.540000915527344, + 50.720001220703125, + 50.62000274658203, + 51.93000030517578, + 53.630001068115234, + 51.08000183105469, + 52.11000061035156, + 52.10000228881836, + 56.03000259399414, + 55.22999954223633, + 54.900001525878906, + 54.130001068115234, + 56.85000228881836, + 57.970001220703125, + 60.33000183105469, + 59.290000915527344, + 57.17000198364258, + 57.37000274658203, + 57.810001373291016, + 57.45000076293945, + 54.56999969482422, + 55.150001525878906, + 56.02000045776367, + 56.2400016784668, + 54.68000030517578, + 50.42000198364258, + 50.209999084472656, + 49.76000213623047, + 48.92000198364258, + 49.43000030517578, + 48.69000244140625, + 49.15999984741211, + 50.720001220703125, + 50.54999923706055, + 50.69000244140625, + 51.77000045776367, + 53.68000030517578, + 54.310001373291016, + 57.63999938964844, + 58.70000076293945, + 61.67000198364258, + 62.910003662109375, + 62.959999084472656, + 64.31999969482422, + 65.05000305175781, + 65.37999725341797, + 66.62000274658203, + 65.81999969482422, + 64.27999877929688, + 65.5, + 64.52000427246094, + 65.52000427246094, + 65.54000091552734, + 64.54000091552734, + 63.98999786376953, + 63.77000427246094, + 64.05000305175781, + 64.11000061035156, + 64.77000427246094, + 64.20000457763672, + 66.31999969482422, + 66.5, + 68.94000244140625, + 69.73999786376953, + 69.62000274658203, + 68.4800033569336, + 69.87999725341797, + 71.22000122070312, + 74.16000366210938, + 73.81999969482422, + 73.9800033569336, + 75.76000213623047, + 76.48999786376953, + 74.41000366210938, + 74.62999725341797, + 74.33000183105469, + 73.80999755859375, + 72.93000030517578, + 73.7300033569336, + 73.02000427246094, + 73.51000213623047, + 71.59000396728516, + 70.66000366210938, + 70.0, + 67.77999877929688, + 69.83000183105469, + 71.3499984741211, + 72.61000061035156, + 70.19000244140625, + 71.95999908447266, + 73.01000213623047, + 74.45000457763672, + 75.63999938964844, + 74.87000274658203, + 74.72000122070312, + 75.70999908447266, + 75.08000183105469, + 77.12000274658203, + 77.30000305175781, + 79.16999816894531, + 80.5999984741211, + 80.01000213623047, + 78.86000061035156, + 78.38999938964844, + 76.02999877929688, + 75.26000213623047, + 75.13999938964844, + 75.93000030517578, + 79.91999816894531, + 79.95000457763672, + 79.87999725341797, + 74.80999755859375, + 75.97000122070312, + 73.02999877929688, + 75.84000396728516, + 81.06999969482422, + 84.27999877929688, + 87.08000183105469, + 89.6500015258789, + 89.93000030517578, + 89.16999816894531, + 89.12000274658203, + 86.91000366210938, + 87.34000396728516, + 87.61000061035156, + 86.8499984741211, + 90.80999755859375, + 89.63999938964844, + 84.95999908447266, + 85.52999877929688, + 87.37000274658203, + 84.55999755859375, + 86.34000396728516, + 89.04000091552734, + 86.91999816894531, + 87.02999877929688, + 90.6500015258789, + 94.3499984741211, + 94.68000030517578, + 91.12999725341797, + 91.36000061035156, + 93.08000183105469, + 91.66000366210938, + 85.75, + 87.3499984741211, + 92.4800033569336, + 89.29000091552734, + 90.19000244140625, + 90.87000274658203, + 90.4800033569336, + 88.68000030517578, + 88.20999908447266, + 91.20000457763672, + 94.33000183105469, + 93.83000183105469, + 93.37999725341797, + 94.45999908447266, + 95.13999938964844, + 91.76000213623047, + 92.22000122070312, + 96.98999786376953, + 98.80999755859375, + 99.31999969482422, + 98.80000305175781, + 95.27999877929688, + 96.12000274658203, + 92.80000305175781, + 93.5999984741211, + 92.30999755859375, + 93.5999984741211, + 94.9800033569336, + 96.6500015258789, + 95.55000305175781, + 97.7300033569336, + 96.56999969482422, + 100.52000427246094, + 100.29000091552734, + 103.38999938964844, + 109.81999969482422, + 111.66999816894531, + 113.20999908447266, + 114.06999969482422, + 114.0999984741211, + 114.79000091552734, + 119.34000396728516, + 118.91999816894531, + 117.80000305175781, + 118.9800033569336, + 119.11000061035156, + 117.86000061035156, + 116.08000183105469, + 115.41000366210938, + 112.27999877929688, + 113.19000244140625, + 118.18000030517578, + 117.38999938964844, + 119.3499984741211, + 124.20000457763672, + 124.13999938964844, + 124.2300033569336, + 126.98999786376953, + 128.08999633789062, + 126.25, + 127.5999984741211, + 125.66000366210938, + 127.70000457763672, + 132.77999877929688, + 129.89999389648438, + 130.29998779296875, + 121.47000122070312, + 126.9699935913086, + 128.92999267578125, + 129.20999145507812, + 129.62998962402344, + 127.98999786376953, + 127.3499984741211, + 127.8600082397461, + 131.4399871826172, + 126.79999542236328, + 127.89000701904297, + 123.95999908447266, + 118.29000091552734, + 120.77000427246094, + 122.84000396728516, + 119.11000061035156, + 113.02000427246094, + 112.55999755859375, + 111.08000183105469, + 108.36000061035156, + 117.69000244140625, + 116.87999725341797, + 115.9800033569336, + 118.91999816894531, + 126.19000244140625, + 128.6899871826172, + 131.57998657226562, + 138.58999633789062, + 142.00999450683594, + 147.8199920654297, + 145.67999267578125, + 153.72999572753906, + 160.25999450683594, + 159.4399871826172, + 162.37998962402344, + 165.0399932861328, + 162.12998962402344, + 161.26998901367188, + 162.6899871826172, + 158.08999633789062, + 157.02999877929688, + 158.0699920654297, + 162.08999633789062, + 159.7899932861328, + 158.95999145507812, + 155.77999877929688, + 161.3199920654297, + 155.25, + 152.52999877929688, + 155.88999938964844, + 156.09999084472656, + 155.52999877929688, + 154.9099884033203, + 158.47999572753906, + 166.83999633789062, + 170.97999572753906, + 176.57998657226562, + 174.9099884033203, + 168.6199951171875, + 165.76998901367188, + 169.2899932861328, + 166.25, + 158.1999969482422, + 158.30999755859375, + 153.37998962402344, + 148.61000061035156, + 146.86000061035156, + 146.62998962402344, + 141.27999877929688, + 133.3699951171875, + 132.45999145507812, + 127.32999420166016, + 128.27999877929688, + 130.95999145507812, + 126.25, + 121.66999816894531, + 126.95000457763672, + 125.6500015258789, + 127.07999420166016, + 130.76998901367188, + 133.7899932861328, + 132.739990234375, + 131.77999877929688, + 137.45999145507812, + 135.72999572753906, + 131.17999267578125, + 136.80999755859375, + 140.57998657226562, + 141.13999938964844, + 137.97999572753906, + 139.84999084472656, + 139.87998962402344, + 143.75, + 144.75999450683594, + 143.30999755859375, + 145.55999755859375, + 148.29998779296875, + 151.86000061035156, + 153.0399932861328, + 154.14999389648438, + 158.87998962402344, + 157.75999450683594, + 154.9499969482422, + 154.0, + 159.50999450683594, + 169.7899932861328, + 175.42999267578125, + 176.9399871826172, + 173.9099884033203, + 172.3199920654297, + 171.14999389648438, + 175.01998901367188, + 173.42999267578125, + 167.17999267578125, + 166.1899871826172, + 160.00999450683594, + 155.6899871826172, + 156.30999755859375, + 158.13999938964844, + 154.14999389648438, + 149.25999450683594, + 147.26998901367188, + 140.22999572753906, + 139.45999145507812, + 143.0, + 139.6999969482422, + 140.97999572753906, + 143.38999938964844, + 144.57998657226562, + 147.3199920654297, + 148.84999084472656, + 152.38999938964844, + 149.57998657226562, + 149.59999084472656, + 154.37998962402344, + 153.8699951171875, + 153.14999389648438, + 157.84999084472656, + 162.55999755859375, + 160.55999755859375, + 165.61000061035156, + 172.95999145507812, + 171.36000061035156, + 169.80999755859375, + 167.6599884033203, + 164.97999572753906, + 169.6699981689453, + 174.75999450683594, + 168.4099884033203, + 166.27999877929688, + 163.6199951171875, + 166.22999572753906, + 166.71998596191406, + 171.25999450683594, + 172.7899932861328, + 175.38999938964844, + 172.00999450683594, + 171.26998901367188, + 168.71998596191406, + 172.63999938964844, + 174.83999633789062, + 173.9199981689453, + 174.95999145507812, + 173.9399871826172, + 174.17999267578125, + 178.3199920654297, + 179.87998962402344, + 183.1999969482422, + 185.75, + 185.9399871826172, + 182.14999389648438, + 180.9099884033203, + 175.1999969482422, + 178.1899871826172, + 176.34999084472656, + 175.27999877929688, + 172.80999755859375, + 173.32998657226562, + 170.9399871826172, + 176.76998901367188, + 174.70999145507812, + 174.1899871826172, + 170.87998962402344, + 167.46998596191406, + 160.46998596191406, + 159.2899932861328, + 158.1899871826172, + 157.62998962402344, + 162.82998657226562, + 160.20999145507812, + 160.42999267578125, + 165.9099884033203, + 162.0, + 163.75999450683594, + 166.3699951171875, + 166.9399871826172, + 169.39999389648438, + 178.75, + 181.55999755859375, + 181.6599884033203, + 187.61000061035156, + 194.79998779296875, + 199.1599884033203, + 201.25, + 207.63999938964844, + 205.50999450683594, + 214.14999389648438, + 212.58999633789062, + 210.62998962402344, + 221.89999389648438, + 216.26998901367188, + 207.13999938964844, + 201.12998962402344, + 194.92999267578125, + 190.76998901367188, + 192.38999938964844, + 184.38999938964844, + 180.00999450683594, + 180.0699920654297, + 169.7899932861328, + 168.9199981689453, + 166.1699981689453, + 162.55999755859375, + 166.1599884033203, + 164.9499969482422, + 157.08999633789062, + 155.38999938964844, + 169.42999267578125, + 170.42999267578125, + 171.29998779296875, + 170.08999633789062, + 170.739990234375, + 171.489990234375, + 168.89999389648438, + 172.30999755859375, + 177.80999755859375, + 170.70999145507812, + 172.7899932861328, + 174.88999938964844, + 179.6999969482422, + 180.2899932861328, + 187.14999389648438, + 188.17999267578125, + 179.79998779296875, + 182.77999877929688, + 186.84999084472656, + 190.9099884033203, + 190.3199920654297, + 188.64999389648438, + 187.9199981689453, + 191.86000061035156, + 190.83999633789062, + 197.00999450683594, + 197.95999145507812, + 197.25, + 190.52999877929688, + 183.86000061035156, + 182.14999389648438, + 183.45999145507812, + 186.02999877929688, + 187.59999084472656, + 185.34999084472656, + 183.1599884033203, + 180.9399871826172, + 185.87998962402344, + 188.1199951171875, + 190.46998596191406, + 191.00999450683594, + 191.55999755859375, + 188.67999267578125, + 188.5, + 195.7899932861328, + 192.9499969482422, + 197.59999084472656, + 195.09999084472656, + 193.84999084472656, + 181.72999572753906, + 183.739990234375, + 181.1699981689453, + 184.12998962402344, + 184.26998901367188, + 175.75, + 176.32998657226562, + 175.1199951171875, + 181.72999572753906, + 181.09999084472656, + 182.01998901367188, + 187.62998962402344, + 183.71998596191406, + 181.7899932861328, + 178.5, + 185.08999633789062, + 192.989990234375, + 202.00999450683594, + 204.0399932861328, + 203.33999633789062, + 204.4199981689453, + 208.12998962402344, + 215.17999267578125, + 210.9199981689453, + 212.51998901367188, + 211.34999084472656, + 207.84999084472656, + 217.95999145507812, + 216.02999877929688, + 218.8699951171875, + 222.12998962402344, + 231.38999938964844, + 232.13999938964844, + 230.39999389648438, + 224.88999938964844, + 225.1199951171875, + 225.11000061035156, + 225.26998901367188, + 222.70999145507812, + 223.47999572753906, + 225.9499969482422, + 229.6899871826172, + 228.5699920654297, + 233.55999755859375, + 223.87998962402344, + 223.46998596191406, + 221.30999755859375, + 217.75999450683594, + 218.59999084472656, + 210.7899932861328, + 207.51998901367188, + 208.6999969482422, + 206.3699951171875, + 210.05999755859375, + 210.01998901367188, + 200.71998596191406, + 190.36000061035156, + 182.5399932861328, + 177.32998657226562, + 173.42999267578125, + 174.12998962402344, + 173.54998779296875, + 177.1599884033203, + 181.6199951171875, + 184.04998779296875, + 191.9099884033203, + 192.13999938964844, + 199.6899871826172, + 198.1599884033203, + 197.80999755859375, + 194.1899871826172, + 196.37998962402344, + 199.5, + 206.39999389648438, + 213.84999084472656, + 220.1599884033203, + 224.42999267578125, + 222.71998596191406, + 218.739990234375, + 213.3199920654297, + 204.3699951171875, + 202.489990234375, + 201.32998657226562, + 203.26998901367188, + 200.67999267578125, + 201.36000061035156, + 209.36000061035156, + 218.6599884033203, + 221.1199951171875, + 218.0399932861328, + 213.739990234375, + 209.50999450683594, + 209.9199981689453, + 211.1699981689453, + 213.64999389648438, + 214.71998596191406, + 221.8199920654297, + 223.6199951171875, + 219.75, + 214.13999938964844, + 210.12998962402344, + 203.4099884033203, + 193.63999938964844, + 186.989990234375, + 187.1199951171875, + 189.26998901367188, + 186.70999145507812, + 186.95999145507812, + 188.04998779296875, + 187.92999267578125, + 187.76998901367188, + 194.14999389648438, + 198.26998901367188, + 193.92999267578125, + 195.0699920654297, + 196.95999145507812, + 198.96998596191406, + 205.05999755859375, + 204.00999450683594, + 205.4199981689453, + 210.21998596191406, + 217.1199951171875, + 217.07998657226562, + 221.47999572753906, + 227.5699920654297, + 230.25, + 231.5, + 232.22999572753906, + 233.4399871826172, + 236.22999572753906, + 230.12998962402344, + 233.239990234375, + 232.5699920654297, + 229.29998779296875, + 229.9499969482422, + 232.4199981689453, + 232.25999450683594, + 229.61000061035156, + 227.62998962402344, + 227.1699981689453, + 227.72999572753906, + 229.20999145507812, + 232.77999877929688, + 227.30999755859375, + 230.32998657226562, + 227.11000061035156, + 223.3199920654297, + 225.01998901367188, + 235.62998962402344, + 231.9099884033203, + 232.36000061035156, + 233.1899871826172, + 233.88999938964844, + 229.55999755859375, + 229.01998901367188, + 227.07998657226562, + 226.0, + 219.6999969482422, + 215.5399932861328, + 211.00999450683594, + 214.84999084472656, + 211.11000061035156, + 210.2899932861328, + 208.08999633789062, + 206.42999267578125, + 208.9199981689453, + 212.6199951171875, + 215.4199981689453, + 218.9099884033203, + 218.2899932861328, + 224.25, + 220.92999267578125, + 226.29998779296875, + 233.46998596191406, + 241.9399871826172, + 252.61000061035156, + 251.45999145507812, + 255.6999969482422, + 254.5699920654297, + 253.6699981689453, + 257.9700012207031, + 264.1000061035156, + 264.05999755859375, + 267.0400085449219, + 265.0899963378906, + 266.33001708984375, + 276.25, + 273.8500061035156, + 271.3500061035156, + 268.2300109863281, + 268.6800231933594, + 268.4300231933594, + 265.7300109863281, + 263.5299987792969, + 260.6499938964844, + 262.95001220703125, + 265.0, + 264.2400207519531, + 264.8399963378906, + 264.71002197265625, + 259.57000732421875, + 260.5, + 257.57000732421875, + 252.7899932861328, + 241.17999267578125, + 245.3199920654297, + 246.9399871826172, + 250.89999389648438, + 258.7799987792969, + 261.6400146484375, + 258.6700134277344, + 262.8600158691406, + 270.8900146484375, + 268.5, + 268.2300109863281, + 272.8699951171875, + 280.2200012207031, + 280.9700012207031, + 274.9700012207031, + 278.6000061035156, + 279.7300109863281, + 279.32000732421875, + 284.8399963378906, + 292.2799987792969, + 297.55999755859375, + 298.57000732421875, + 295.8399963378906, + 287.5899963378906, + 286.2799987792969, + 288.3000183105469, + 285.80999755859375, + 281.8699951171875, + 279.45001220703125, + 280.4300231933594, + 275.8800048828125, + 274.1300048828125, + 265.3800048828125, + 273.3399963378906, + 270.83001708984375, + 266.5400085449219, + 266.0400085449219, + 263.2900085449219, + 267.02001953125, + 271.260009765625, + 273.2900085449219, + 271.46002197265625, + 275.3900146484375, + 278.82000732421875, + 275.96002197265625, + 271.7300109863281, + 273.6700134277344, + 274.4900207519531, + 274.19000244140625, + 269.3999938964844, + 267.8699951171875, + 265.57000732421875, + 270.0, + 274.2200012207031, + 275.7799987792969, + 280.9700012207031, + 271.94000244140625, + 269.07000732421875, + 261.3000183105469, + 261.70001220703125, + 266.75, + 268.1000061035156, + 265.3600158691406, + 265.3600158691406, + 269.80999755859375, + 272.77001953125, + 267.6000061035156, + 271.0299987792969, + 277.6199951171875, + 284.5299987792969, + 294.0, + 297.260009765625, + 301.9900207519531, + 303.4900207519531, + 310.4300231933594, + 309.7799987792969, + 310.3900146484375, + 312.5299987792969, + 314.8500061035156, + 322.2200012207031, + 326.83001708984375, + 331.8399963378906, + 327.8500061035156, + 329.7400207519531, + 327.44000244140625, + 328.8399963378906, + 327.80999755859375, + 329.46002197265625, + 327.02001953125, + 324.1300048828125, + 324.02001953125, + 317.1600036621094, + 316.08001708984375, + 314.3999938964844, + 311.4900207519531, + 310.5899963378906, + 312.510009765625, + 319.3900146484375, + 311.52001953125, + 310.510009765625, + 307.27001953125, + 307.27001953125, + 311.94000244140625, + 311.5299987792969, + 313.8900146484375, + 320.4900207519531, + 325.21002197265625, + 321.6600036621094, + 323.2900085449219, + 329.1400146484375, + 330.010009765625, + 332.19000244140625, + 330.6100158691406, + 328.55999755859375 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 6.869810749776661e-05, + 0.0001337121066171676, + 2.0888601284241304e-06, + 1.0593022125249263e-05, + 1.2663446796068456e-05, + 1.3274033335619606e-05, + 1.307104503212031e-05, + 1.2740162674163003e-05, + 1.2230206266394816e-05, + 1.163325214292854e-05, + 1.0936559192487039e-05, + 1.026480913424166e-05, + 9.620745913707651e-06, + 9.072306056623347e-06, + 8.661652827868238e-06, + 8.284136129077524e-06, + 7.928834747872315e-06, + 7.592318070237525e-06, + 7.297181127796648e-06, + 7.0345745371014345e-06, + 6.775299425498815e-06, + 6.529225174745079e-06, + 6.286987172643421e-06, + 6.052451226423727e-06, + 5.836833224748261e-06, + 5.638027232635068e-06, + 5.462773970066337e-06, + 5.305504600983113e-06, + 5.160955424798885e-06, + 5.021756805945188e-06, + 4.89366948386305e-06, + 4.772227839566767e-06, + 4.656763394450536e-06, + 4.550902758637676e-06, + 4.448128947842633e-06, + 4.348979018686805e-06, + 4.255229669070104e-06, + 4.1693260754982475e-06, + 4.089534286322305e-06, + 4.0128707041731104e-06, + 3.93784557672916e-06, + 3.864157861244166e-06, + 3.7938091281830566e-06, + 3.7255069855746115e-06, + 3.6583703604264883e-06, + 3.595249836507719e-06, + 3.5345633477845695e-06, + 3.4748313737509307e-06, + 3.416455911064986e-06, + 3.3606365832383744e-06, + 3.3056651318474906e-06, + 3.2526018003409263e-06, + 3.202615971531486e-06, + 3.1542631404590793e-06, + 3.106989879597677e-06, + 3.060009703403921e-06, + 3.0147079996822868e-06, + 2.9711150091316085e-06, + 2.9274006010382436e-06, + 2.883722345359274e-06, + 2.8424246920621954e-06, + 2.802188646455761e-06, + 2.7636544928100193e-06, + 2.7256328394287266e-06, + 2.6892480491369497e-06, + 2.6546365461399546e-06, + 2.6215830075670965e-06, + 2.58928184848628e-06, + 2.5572217055014335e-06, + 2.5251360966649372e-06, + 2.493455667718081e-06, + 2.461370741002611e-06, + 2.430118001939263e-06, + 2.399943923592218e-06, + 2.3708992102910997e-06, + 2.3429083739756607e-06, + 2.316996415174799e-06, + 2.292250883328961e-06, + 2.267414402012946e-06, + 2.2426229406846687e-06, + 2.217475866927998e-06, + 2.193103682657238e-06, + 2.1681598809664138e-06, + 2.1436435417854227e-06, + 2.1197540718276286e-06, + 2.0967172531527467e-06, + 2.074779786198633e-06, + 2.053159960269113e-06, + 2.0320567273302004e-06, + 2.010974640143104e-06, + 1.9909123238903703e-06, + 1.970572157006245e-06, + 1.9497392713674344e-06, + 1.9296794562251307e-06, + 1.910059836518485e-06, + 1.8907317098637577e-06, + 1.8722508912105695e-06, + 1.8539880102252937e-06, + 1.836683168221498e-06, + 1.819839440031501e-06, + 1.8036141682387097e-06, + 1.7874953073260258e-06, + 1.7718523395160446e-06, + 1.7567463146406226e-06, + 1.7419276900909608e-06, + 1.7273933963224408e-06, + 1.7132080074588885e-06, + 1.6990509266179288e-06, + 1.6851435020726058e-06, + 1.671632503530418e-06, + 1.6580702322244179e-06, + 1.6447502275696024e-06, + 1.631199097573699e-06, + 1.617893190086761e-06, + 1.6049255009420449e-06, + 1.5920253417789354e-06, + 1.579563331688405e-06, + 1.5673570032959105e-06, + 1.5553877119600656e-06, + 1.5437501588166924e-06, + 1.532372039037e-06, + 1.5213968254101928e-06, + 1.5106529644981492e-06, + 1.5000617850091658e-06, + 1.489543819843675e-06, + 1.4793097307119751e-06, + 1.4689496765640797e-06, + 1.4585849612558377e-06, + 1.4480940535577247e-06, + 1.437529931536119e-06, + 1.4268459835875547e-06, + 1.4161769286147319e-06, + 1.4055101473786635e-06, + 1.3947263823865796e-06, + 1.3840203791914973e-06, + 1.373307895846665e-06, + 1.3622944834423834e-06, + 1.3514695638150442e-06, + 1.3408140375759103e-06, + 1.3304172625794308e-06, + 1.3200204875829513e-06, + 1.3098371027808753e-06, + 1.2999565797144896e-06, + 1.2903688002552371e-06, + 1.2810420457753935e-06, + 1.271717678719142e-06, + 1.2631496701942524e-06, + 1.2545474419312086e-06, + 1.246335955329414e-06, + 1.2382000704747043e-06, + 1.230260863849253e-06, + 1.2224347756273346e-06, + 1.2147319239375065e-06, + 1.2071694754922646e-06, + 1.1996655757684493e-06, + 1.1921171108042472e-06, + 1.1846076404253836e-06, + 1.1772885954997037e-06, + 1.1701820312737254e-06, + 1.1630443168542115e-06, + 1.1561835435713874e-06, + 1.1494053069327492e-06, + 1.1425908041928778e-06, + 1.1358727078913944e-06, + 1.129231804952724e-06, + 1.1226668448216515e-06, + 1.1163197086716536e-06, + 1.1100862593593774e-06, + 1.1039176115446026e-06, + 1.0978327509292285e-06, + 1.091732542590762e-06, + 1.0856175549633917e-06, + 1.0796263723023003e-06, + 1.0737462616816629e-06, + 1.0678159014787525e-06, + 1.0620374268910382e-06, + 1.0562965826466097e-06, + 1.0505478940103785e-06, + 1.044758505486243e-06, + 1.038866798808158e-06, + 1.032995442074025e-06, + 1.0271284054397256e-06, + 1.0214004078079597e-06, + 1.0157332326343749e-06, + 1.0101426823894144e-06, + 1.004634214041289e-06, + 9.989730642701034e-07, + 9.934283298207447e-07, + 9.877895763565903e-07, + 9.81935500021791e-07, + 9.76259457274864e-07, + 9.70805103861494e-07, + 9.655764188210014e-07, + 9.60404008765181e-07, + 9.551376933814026e-07, + 9.498849067313131e-07, + 9.447751381230773e-07, + 9.399247460351035e-07, + 9.351616085950809e-07, + 9.303538490712526e-07, + 9.254708288608526e-07, + 9.208948767991387e-07, + 9.16299654818431e-07, + 9.117770218836085e-07, + 9.069919428839057e-07, + 9.023535199048638e-07, + 8.978173582363524e-07, + 8.934152333495149e-07, + 8.88865429260477e-07, + 8.843022669680067e-07, + 8.796333759164554e-07, + 8.751224527259183e-07, + 8.708428254067258e-07, + 8.666149255986966e-07, + 8.624203360341198e-07, + 8.58315615914762e-07, + 8.544732850168657e-07, + 8.506443123224017e-07, + 8.468095984426327e-07, + 8.430139359916211e-07, + 8.39374081351707e-07, + 8.360599395018653e-07, + 8.327982641276321e-07, + 8.296029818666284e-07, + 8.264966595561418e-07, + 8.233924404521531e-07, + 8.203680295082449e-07, + 8.173471428563062e-07, + 8.142645810949034e-07, + 8.112264708870498e-07, + 8.082133149400761e-07, + 8.051700319811061e-07, + 8.02050465154025e-07, + 7.989311825440382e-07, + 7.956610375003947e-07, + 7.92373043623229e-07, + 7.889642574809841e-07, + 7.855342687435041e-07, + 7.821486747161543e-07, + 7.787374443068984e-07, + 7.753354225314979e-07, + 7.719635846115125e-07, + 7.685756600039895e-07, + 7.652748195141612e-07, + 7.620943733854801e-07, + 7.588961921101145e-07, + 7.557871413155226e-07, + 7.526708145633165e-07, + 7.49593880300381e-07, + 7.466023816959932e-07, + 7.436729561050015e-07, + 7.407890620925173e-07, + 7.379273938568076e-07, + 7.350972168751468e-07, + 7.32271985270927e-07, + 7.295047339539451e-07, + 7.266801844707516e-07, + 7.238820671773283e-07, + 7.210169314930681e-07, + 7.181548653534264e-07, + 7.153333854148514e-07, + 7.125919978534512e-07, + 7.09828555045533e-07, + 7.070468655001605e-07, + 7.041871299406921e-07, + 7.013770755293081e-07, + 6.985967502259882e-07, + 6.957860705369967e-07, + 6.929849973857927e-07, + 6.902947120579483e-07, + 6.876297220514971e-07, + 6.8500793304338e-07, + 6.824357114965096e-07, + 6.799239713473071e-07, + 6.77414107030927e-07, + 6.749571639375063e-07, + 6.725119305883709e-07, + 6.701569645883865e-07, + 6.678575914520479e-07, + 6.656036362073792e-07, + 6.634431315433176e-07, + 6.612395964111784e-07, + 6.590112775484158e-07, + 6.567673267454666e-07, + 6.546204076585127e-07, + 6.524415994135779e-07, + 6.50253866751882e-07, + 6.480462957370037e-07, + 6.458272991949343e-07, + 6.436540616050479e-07, + 6.415078246391204e-07, + 6.393556759576313e-07, + 6.372434881996014e-07, + 6.350964554258098e-07, + 6.329670441118651e-07, + 6.3080921108849e-07, + 6.286361440288601e-07, + 6.265022420848254e-07, + 6.244211476769124e-07, + 6.223738182598026e-07, + 6.204078317750827e-07, + 6.18480555658607e-07, + 6.165745958242042e-07, + 6.146667601569789e-07, + 6.126782636783901e-07, + 6.10709093962214e-07, + 6.087611836846918e-07, + 6.069541882425256e-07, + 6.051357672731683e-07, + 6.034031798662909e-07, + 6.016196607561142e-07, + 5.997310381644638e-07, + 5.977871637696808e-07, + 5.957996336292126e-07, + 5.937753826401604e-07, + 5.917668204347137e-07, + 5.89796684380417e-07, + 5.878484330423817e-07, + 5.859680527464661e-07, + 5.840974495185947e-07, + 5.822399202770612e-07, + 5.804168949907762e-07, + 5.785299777016917e-07, + 5.766863750977791e-07, + 5.749560045842372e-07, + 5.73230295231042e-07, + 5.714841222470568e-07, + 5.698097993445117e-07, + 5.681158654624596e-07, + 5.6638538126208e-07, + 5.647119110108179e-07, + 5.630516852761502e-07, + 5.613385951619421e-07, + 5.595730385721254e-07, + 5.578191348831751e-07, + 5.561473130910599e-07, + 5.544870305129734e-07, + 5.528115138986323e-07, + 5.511770382327086e-07, + 5.496615358424606e-07, + 5.481307994159579e-07, + 5.465245180857892e-07, + 5.449875288832118e-07, + 5.43448663847812e-07, + 5.419117883320723e-07, + 5.403948648563528e-07, + 5.389208013184543e-07, + 5.37466689820576e-07, + 5.359760280043702e-07, + 5.344476221580408e-07, + 5.329408736542973e-07, + 5.314544182510872e-07, + 5.299638701217191e-07, + 5.284758231027809e-07, + 5.270528617984382e-07, + 5.256346184978611e-07, + 5.241557801127783e-07, + 5.226626171861426e-07, + 5.211752522882307e-07, + 5.197088626118784e-07, + 5.183068765290955e-07, + 5.169044356989616e-07, + 5.155615667717939e-07, + 5.142179020367621e-07, + 5.129031706019305e-07, + 5.11580594775296e-07, + 5.102491513753193e-07, + 5.08905316110031e-07, + 5.07587458287162e-07, + 5.062503873887181e-07, + 5.049398623668822e-07, + 5.035869321545761e-07, + 5.022483833272418e-07, + 5.008800485484244e-07, + 4.994395794710726e-07, + 4.979884806743939e-07, + 4.965311859450594e-07, + 4.950767333866679e-07, + 4.936357527185464e-07, + 4.921997174278658e-07, + 4.907211632598774e-07, + 4.89262163227977e-07, + 4.87830789097643e-07, + 4.863989033765392e-07, + 4.849792389904906e-07, + 4.835876552533591e-07, + 4.822297228201933e-07, + 4.808916855836287e-07, + 4.796014536623261e-07, + 4.783118470186309e-07, + 4.76977220387198e-07, + 4.756634268687776e-07, + 4.743396573303471e-07, + 4.7297479000008025e-07, + 4.7162336613837397e-07, + 4.7028359517753415e-07, + 4.689268848778738e-07, + 4.675714819768473e-07, + 4.662480819206394e-07, + 4.6492297656186565e-07, + 4.6363004457816714e-07, + 4.6232815975599806e-07, + 4.609872235050716e-07, + 4.596877545282041e-07, + 4.5839630047339597e-07, + 4.5720301500296046e-07, + 4.55966414847353e-07, + 4.547218850348145e-07, + 4.534857396265579e-07, + 4.5225658595882123e-07, + 4.5105360868546995e-07, + 4.4986697389504116e-07, + 4.4868576765111357e-07, + 4.4748199456989823e-07, + 4.463305742774537e-07, + 4.4517901187646203e-07, + 4.4407187260731007e-07, + 4.4302356627667905e-07, + 4.4196127646500827e-07, + 4.408890958984557e-07, + 4.398572741592943e-07, + 4.388851664316462e-07, + 4.379235463147779e-07, + 4.369808834780997e-07, + 4.360672107850405e-07, + 4.350815459019941e-07, + 4.34109438174346e-07, + 4.3315148445799423e-07, + 4.3217602296863333e-07, + 4.311484644858865e-07, + 4.301085994029563e-07, + 4.29053670814028e-07, + 4.279516190308641e-07, + 4.2683197420956276e-07, + 4.2567683067318285e-07, + 4.2454854565221467e-07, + 4.233686752286303e-07, + 4.2215049234073376e-07, + 4.2095030039490666e-07, + 4.197398766336846e-07, + 4.1852177901091636e-07, + 4.1733682110134396e-07, + 4.161694846516184e-07, + 4.150030576965946e-07, + 4.138801443787088e-07, + 4.1277488094237924e-07, + 4.116722607250267e-07, + 4.105519053609896e-07, + 4.094574990176625e-07, + 4.083784688191372e-07, + 4.073302761753439e-07, + 4.062543155214371e-07, + 4.052278086419392e-07, + 4.0422762026537384e-07, + 4.0321384631170076e-07, + 4.0220714936367585e-07, + 4.0121247479874e-07, + 4.002297941951838e-07, + 3.992327606283652e-07, + 3.981921281592804e-07, + 3.9713518162898254e-07, + 3.960536787417368e-07, + 3.949922984247678e-07, + 3.93978211832291e-07, + 3.9298981846513925e-07, + 3.919890616543853e-07, + 3.9101459492485446e-07, + 3.9009481156426773e-07, + 3.8918150835343113e-07, + 3.883033343754505e-07, + 3.8745858432776004e-07, + 3.8662960832880344e-07, + 3.8580756722694787e-07, + 3.850207974664954e-07, + 3.842826572508784e-07, + 3.8355383935595455e-07, + 3.828571948361059e-07, + 3.821592429176235e-07, + 3.814506612798141e-07, + 3.8077132558100857e-07, + 3.8012004210941086e-07, + 3.7944400332889927e-07, + 3.7877842373745807e-07, + 3.7810880826327775e-07, + 3.774234755837824e-07, + 3.767262057863263e-07, + 3.7603831515298225e-07, + 3.753591215627239e-07, + 3.746546610727819e-07, + 3.7396304719550244e-07, + 3.7329832025534415e-07, + 3.7260889484969084e-07, + 3.71904576468296e-07, + 3.7120156548553496e-07, + 3.7051822232569975e-07, + 3.698295927279105e-07, + 3.691447716391849e-07, + 3.684450859964272e-07, + 3.677446329675149e-07, + 3.6705532124869933e-07, + 3.6635927358474873e-07, + 3.6565435834745585e-07, + 3.6493696597972303e-07, + 3.642185220087413e-07, + 3.634993959167332e-07, + 3.6276293258197256e-07, + 3.6203638842380315e-07, + 3.61327295195224e-07, + 3.6062689900973055e-07, + 3.599060107717378e-07, + 3.591437973682332e-07, + 3.583618308766745e-07, + 3.5757881278186687e-07, + 3.5681469512383046e-07, + 3.5606282722255855e-07, + 3.5532124798010045e-07, + 3.545681011019042e-07, + 3.538269197633781e-07, + 3.5311725810061034e-07, + 3.524163219026377e-07, + 3.517456548252085e-07, + 3.5109698615087837e-07, + 3.5044951118834433e-07, + 3.4979825613845605e-07, + 3.4916709523713507e-07, + 3.485592969809659e-07, + 3.4796281056515e-07, + 3.4739767329483584e-07, + 3.468383624749549e-07, + 3.4626768297130184e-07, + 3.457128627815109e-07, + 3.4515565516812785e-07, + 3.4459168318790034e-07, + 3.4402583537485043e-07, + 3.4345217159170716e-07, + 3.4287546668565483e-07, + 3.4228813206027553e-07, + 3.4171466722909827e-07, + 3.411440161471546e-07, + 3.4055818787237513e-07, + 3.399773902401648e-07, + 3.3940233379325946e-07, + 3.3881275385283516e-07, + 3.382089346359862e-07, + 3.376158872470114e-07, + 3.370075774000725e-07, + 3.363759617514006e-07, + 3.357539526405162e-07, + 3.351411805851967e-07, + 3.345396066833928e-07, + 3.3395102150279854e-07, + 3.333490496970626e-07, + 3.32732639662936e-07, + 3.3214209338439105e-07, + 3.315622052468825e-07, + 3.3099470897468564e-07, + 3.304212441435084e-07, + 3.298492572412215e-07, + 3.292649068953324e-07, + 3.286786807166209e-07, + 3.2808702599140815e-07, + 3.275100368682615e-07, + 3.2693870366529154e-07, + 3.2637896651976916e-07, + 3.25809338619365e-07, + 3.252356464145123e-07, + 3.246681501423154e-07, + 3.241003980747337e-07, + 3.235390693134832e-07, + 3.22980071132406e-07, + 3.224109548227716e-07, + 3.2184010478886194e-07, + 3.212620072190475e-07, + 3.206793053323054e-07, + 3.200993887730874e-07, + 3.1953453571986756e-07, + 3.18976702828877e-07, + 3.1843939041209524e-07, + 3.1789582521923876e-07, + 3.1736075811750197e-07, + 3.168317732615833e-07, + 3.1631290653422184e-07, + 3.157951766752376e-07, + 3.152871101974597e-07, + 3.14764463382744e-07, + 3.14250513611114e-07, + 3.137407418307703e-07, + 3.1324313454206276e-07, + 3.127578054318292e-07, + 3.122949294720456e-07, + 3.1183745363705384e-07, + 3.1138512213146896e-07, + 3.109363433395629e-07, + 3.1047480320012255e-07, + 3.100226990682131e-07, + 3.095719307566469e-07, + 3.0910783266335784e-07, + 3.0865672329127847e-07, + 3.0820268648312776e-07, + 3.0774350534557016e-07, + 3.072848357987823e-07, + 3.068215335133573e-07, + 3.063349822696182e-07, + 3.0584322985305334e-07, + 3.053537227515335e-07, + 3.048507153380342e-07, + 3.043312517547747e-07, + 3.038030911284295e-07, + 3.03272400969945e-07, + 3.027280399692245e-07, + 3.0219237601158966e-07, + 3.016374989783799e-07, + 3.0108995474620315e-07, + 3.005507096531801e-07, + 2.9998605555192626e-07, + 2.9943910817564756e-07, + 2.9891830877204484e-07, + 2.9841538662367384e-07, + 2.9793056910421e-07, + 2.9745854135398986e-07, + 2.9698486514462274e-07, + 2.9653310207322647e-07, + 2.960941287710739e-07, + 2.9565700288003427e-07, + 2.9524662181756867e-07, + 2.9484004926416674e-07, + 2.944416905847902e-07, + 2.9405353529909917e-07, + 2.936583314294694e-07, + 2.932675613465108e-07, + 2.928967717252817e-07, + 2.92531353807135e-07, + 2.9213441621323e-07, + 2.917367680765892e-07, + 2.913387220360164e-07, + 2.909450813604053e-07, + 2.9055155437163194e-07, + 2.901578852743114e-07, + 2.897716910865711e-07, + 2.893793009661749e-07, + 2.889760253310669e-07, + 2.8859042799922463e-07, + 2.882017327010544e-07, + 2.8780988259313744e-07, + 2.8740893753820274e-07, + 2.870083619654906e-07, + 2.865943429242179e-07, + 2.861799259790132e-07, + 2.8578566002579464e-07, + 2.853865623819729e-07, + 2.8498033088908414e-07, + 2.8456707923396607e-07, + 2.8415695396688534e-07, + 2.837522572463058e-07, + 2.833508290223108e-07, + 2.8294283538343734e-07, + 2.825387923621747e-07, + 2.821235511873965e-07, + 2.8170822474749e-07, + 2.812963089127152e-07, + 2.809001671266742e-07, + 2.805195151722728e-07, + 2.8014395070385945e-07, + 2.7976719252365e-07, + 2.793867395212146e-07, + 2.7900463805963227e-07, + 2.786287041089963e-07, + 2.782587102956313e-07, + 2.7789465661953727e-07, + 2.7752213327403297e-07, + 2.771466540707479e-07, + 2.767680484794255e-07, + 2.7638998290058225e-07, + 2.7601240049079934e-07, + 2.7564203719521174e-07, + 2.752735213107371e-07, + 2.74892357765566e-07, + 2.74518271226043e-07, + 2.7413682346377755e-07, + 2.7376177058613393e-07, + 2.733906967478106e-07, + 2.730442076881445e-07, + 2.7269518909633916e-07, + 2.723523380154802e-07, + 2.7200519525649725e-07, + 2.7165913252247265e-07, + 2.7133026492265344e-07, + 2.7100151100967196e-07, + 2.706761677018221e-07, + 2.7033973992729443e-07, + 2.7000567115464946e-07, + 2.696711476346536e-07, + 2.693276144327683e-07, + 2.689924940568744e-07, + 2.6866214852816483e-07, + 2.6833890842681285e-07, + 2.6800489649758674e-07, + 2.6765800953398866e-07, + 2.672963717031962e-07, + 2.669326306659059e-07, + 2.6657164653443033e-07, + 2.662102360773133e-07, + 2.6584382339933654e-07, + 2.654666957369045e-07, + 2.6509860617807135e-07, + 2.6472935132915154e-07, + 2.643637344590388e-07, + 2.64005706185344e-07, + 2.636318754412059e-07, + 2.632629616527993e-07, + 2.628909214763553e-07, + 2.6251498752571933e-07, + 2.621252122025908e-07, + 2.6173603373536025e-07, + 2.613516016936046e-07, + 2.6097808358827024e-07, + 2.606059013032791e-07, + 2.6023539589914435e-07, + 2.598662831587717e-07, + 2.5950296844712284e-07, + 2.59140051639406e-07, + 2.587747189863876e-07, + 2.5840503781182633e-07, + 2.5803879566410615e-07, + 2.5766630074031127e-07, + 2.573108019987558e-07, + 2.5695752015053586e-07, + 2.5660912683633796e-07, + 2.562677536843694e-07, + 2.5592652264094795e-07, + 2.5559879190950596e-07, + 2.552773707975575e-07, + 2.5495535282971105e-07, + 2.5463819497417717e-07, + 2.543165749102627e-07, + 2.5399623382327263e-07, + 2.536912688810844e-07, + 2.5340301590404124e-07, + 2.5312746743111347e-07, + 2.5286064442298084e-07, + 2.5260041525143606e-07, + 2.52339901862797e-07, + 2.5208100851159543e-07, + 2.5181751084346615e-07, + 2.5154818672490364e-07, + 2.512761057005264e-07, + 2.5099328126998444e-07, + 2.507110536953405e-07, + 2.504187079921394e-07, + 2.5012963078552275e-07, + 2.498420315077965e-07, + 2.495606565844355e-07, + 2.492770363460295e-07, + 2.489898633939447e-07, + 2.486938228685176e-07, + 2.4838820422701247e-07, + 2.4807476961541397e-07, + 2.4775653173492174e-07, + 2.47441960254946e-07, + 2.471342099852336e-07, + 2.4683521360202576e-07, + 2.465497743742162e-07, + 2.462679162817949e-07, + 2.459886161432223e-07, + 2.457075822803745e-07, + 2.454310674693261e-07, + 2.451545526582777e-07, + 2.4486800498380035e-07, + 2.44569832830166e-07, + 2.442694153614866e-07, + 2.439742843307613e-07, + 2.4368603135371814e-07, + 2.434044574783911e-07, + 2.43123338350415e-07, + 2.428415086797031e-07, + 2.4255737685052736e-07, + 2.4227281869571016e-07, + 2.419799045583204e-07, + 2.4168573986571573e-07, + 2.41397714262348e-07, + 2.411180162198434e-07, + 2.4084451410999463e-07, + 2.4058064695964276e-07, + 2.403302232778515e-07, + 2.400890934950439e-07, + 2.3984850372471556e-07, + 2.3960581074788934e-07, + 2.393671252320928e-07, + 2.391287523551e-07, + 2.3888966893537145e-07, + 2.3865140974521637e-07, + 2.3841401741719892e-07, + 2.3816929228814843e-07, + 2.3792009073986264e-07, + 2.376770851242327e-07, + 2.3743335475501226e-07, + 2.371880043483543e-07, + 2.3694089179571165e-07, + 2.3668697224366042e-07, + 2.3643518431981647e-07, + 2.3618241584699717e-07, + 2.3592458830989926e-07, + 2.3565915796552872e-07, + 2.353946939592788e-07, + 2.3512578195550304e-07, + 2.348504324345413e-07, + 2.3457283759853453e-07, + 2.3429475959346746e-07, + 2.3401680948609282e-07, + 2.3373843305307673e-07, + 2.334577686724515e-07, + 2.3318533237670636e-07, + 2.3291021022942004e-07, + 2.3263686443897313e-07, + 2.3236832191741996e-07, + 2.320999641369781e-07, + 2.3182967368029495e-07, + 2.3156054851369845e-07, + 2.3129541659727693e-07, + 2.3103348212316632e-07, + 2.3077295452367252e-07, + 2.3051271114127303e-07, + 2.3025165774015477e-07, + 2.2998743531843502e-07, + 2.2973031832407287e-07, + 2.2947068600842613e-07, + 2.292155585337241e-07, + 2.289654901233007e-07, + 2.2871434168791893e-07, + 2.2845226510526118e-07, + 2.281952191651726e-07, + 2.2793855691816134e-07, + 2.2768185203858593e-07, + 2.2742524663499353e-07, + 2.2717424030815891e-07, + 2.2692465506679582e-07, + 2.2667801147235878e-07, + 2.2643334318672714e-07, + 2.2619622086494928e-07, + 2.259643139268519e-07, + 2.2573794922209345e-07, + 2.2550814549049392e-07, + 2.2528300291924097e-07, + 2.2505938090944255e-07, + 2.248387147574249e-07, + 2.246204502398541e-07, + 2.2440015357005905e-07, + 2.241766026145342e-07, + 2.2395076371140021e-07, + 2.2372195473963075e-07, + 2.234944673773498e-07, + 2.2326148041429406e-07, + 2.2303264302081516e-07, + 2.227989739367331e-07, + 2.2255866838349903e-07, + 2.223104615950433e-07, + 2.2205220773230394e-07, + 2.2179605707606243e-07, + 2.215365242363987e-07, + 2.212790803923781e-07, + 2.2102346974861575e-07, + 2.2076444849972177e-07, + 2.2050026871056616e-07, + 2.2023711210295005e-07, + 2.1997198018652853e-07, + 2.1970977570617833e-07, + 2.194473438521527e-07, + 2.1917618653333193e-07, + 2.1890841139793338e-07, + 2.1864411792194005e-07, + 2.1838384611783113e-07, + 2.1812410011534666e-07, + 2.178655762463677e-07, + 2.1761059088021284e-07, + 2.1735864663696702e-07, + 2.1711032616167358e-07, + 2.1686072670945578e-07, + 2.1661008986484376e-07, + 2.1636104463595984e-07, + 2.161123404675891e-07, + 2.1586464526990312e-07, + 2.156226059923938e-07, + 2.1538056671488448e-07, + 2.1514205172934453e-07, + 2.1490875212748506e-07, + 2.1468689226367133e-07, + 2.1446193443352968e-07, + 2.142362092172334e-07, + 2.1400758498657524e-07, + 2.1377258008214994e-07, + 2.135357561883211e-07, + 2.133024281647522e-07, + 2.130661158616931e-07, + 2.128234370957216e-07, + 2.12583756820095e-07, + 2.1234515656942676e-07, + 2.1210330203302874e-07, + 2.1185580578730878e-07, + 2.116085795478284e-07, + 2.11367492397585e-07, + 2.1112410308887775e-07, + 2.1088061430418747e-07, + 2.106383476530027e-07, + 2.103922014384807e-07, + 2.1014058404489333e-07, + 2.0988539972677245e-07, + 2.09630343306344e-07, + 2.093785980150642e-07, + 2.091347965915702e-07, + 2.0889298468773632e-07, + 2.086503769760384e-07, + 2.0841072512212122e-07, + 2.0817525125949032e-07, + 2.0794260535694775e-07, + 2.0770995945440518e-07, + 2.074818894470809e-07, + 2.0725602212223748e-07, + 2.0703808445432514e-07, + 2.06814348757689e-07, + 2.0659341259943176e-07, + 2.063766686433155e-07, + 2.0616104734472174e-07, + 2.0594832506048988e-07, + 2.0573325798523e-07, + 2.0551550505842897e-07, + 2.0529684263692616e-07, + 2.0508034026534006e-07, + 2.0486143625930708e-07, + 2.0464052852275927e-07, + 2.0442263348741108e-07, + 2.0420876012394729e-07, + 2.0399406253091001e-07, + 2.037794075704369e-07, + 2.0356569052637496e-07, + 2.0335637884727475e-07, + 2.031489003684328e-07, + 2.0294383773489244e-07, + 2.027360039846826e-07, + 2.0252559806976933e-07, + 2.0231465214237687e-07, + 2.0210045192925463e-07, + 2.0189379767998616e-07, + 2.016899571799513e-07, + 2.0149259682966658e-07, + 2.0129552069647616e-07, + 2.0109524712097482e-07, + 2.0089454721983202e-07, + 2.0069651895937568e-07, + 2.0049905913310795e-07, + 2.0029891345529904e-07, + 2.0009717616176204e-07, + 1.9989985844404146e-07, + 1.997006080500796e-07, + 1.9949716545397678e-07, + 1.9928931749291223e-07, + 1.9907524517748243e-07, + 1.988595528246151e-07, + 1.9864116040935187e-07, + 1.984224411444302e-07, + 1.981995012556581e-07, + 1.9797784034381039e-07, + 1.9775652049247583e-07, + 1.975344758875508e-07, + 1.9731159284219757e-07, + 1.9708433285359206e-07, + 1.9685467123053968e-07, + 1.9662235217765556e-07, + 1.963937279469974e-07, + 1.9616463475813362e-07, + 1.9593800004713557e-07, + 1.957112374384451e-07, + 1.954860380237733e-07, + 1.9526054018115246e-07, + 1.9503754344896151e-07, + 1.9481734625514946e-07, + 1.945979875017656e-07, + 1.9438404308402824e-07, + 1.9417156238432653e-07, + 1.9396094330659253e-07, + 1.9375299586954497e-07, + 1.935463416202765e-07, + 1.9333910472596472e-07, + 1.9312803090087982e-07, + 1.9292288300221117e-07, + 1.9271905671303102e-07, + 1.925180441730845e-07, + 1.9231769954330957e-07, + 1.9211495327908779e-07, + 1.9191315914213192e-07, + 1.9171049814303842e-07, + 1.9150429864112084e-07, + 1.9129576855902997e-07, + 1.91090236967284e-07, + 1.9088435010417015e-07, + 1.906754647507114e-07, + 1.9046676413836394e-07, + 1.9025743824840902e-07, + 1.9004981766101992e-07, + 1.8984420080414566e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.00509532168507576, + 0.010358939878642559, + -0.00019178660295438021, + 0.0005174989346414804, + 0.0007084252429194748, + 0.0007877254392951727, + 0.0007912806468084455, + 0.0007803853950463235, + 0.0007563139079138637, + 0.0007246166933327913, + 0.0006853848462924361, + 0.0006461777375079691, + 0.0006076779100112617, + 0.0005743351066485047, + 0.00054906215518713, + 0.0005256235599517822, + 0.0005039521493017673, + 0.0004832135746255517, + 0.0004648780741263181, + 0.00044845990487374365, + 0.00043216836638748646, + 0.0004166434518992901, + 0.00040130980778485537, + 0.00038642308209091425, + 0.0003728967276401818, + 0.0003603756777010858, + 0.0003493007679935545, + 0.0003393337829038501, + 0.0003301505057606846, + 0.00032128876773640513, + 0.00031311981729231775, + 0.0003053628606721759, + 0.0002979780256282538, + 0.0002912630152422935, + 0.0002847311843652278, + 0.00027841897099278867, + 0.0002724415680859238, + 0.0002669571549631655, + 0.00026185702881775796, + 0.00025695175281725824, + 0.00025214694323949516, + 0.0002474564826115966, + 0.00024297287745866925, + 0.00023861468071117997, + 0.00023432644957210869, + 0.00023029094154480845, + 0.00022640776296611875, + 0.00022258271928876638, + 0.00021884196030441672, + 0.00021526274213101715, + 0.0002117544790962711, + 0.0002083650470012799, + 0.00020516967924777418, + 0.00020207645138725638, + 0.00019905026420019567, + 0.00019604095723479986, + 0.00019313753000460565, + 0.0001903421652968973, + 0.0001875499146990478, + 0.00018475805700290948, + 0.0001821166806621477, + 0.00017954164650291204, + 0.00017707418010104448, + 0.00017463829135522246, + 0.00017230611410923302, + 0.00017008662689477205, + 0.0001679661509115249, + 0.0001659007539274171, + 0.00016384963237214833, + 0.00016179587692022324, + 0.00015976707800291479, + 0.00015771145990584046, + 0.00015570833056699485, + 0.0001537735661258921, + 0.00015191052807494998, + 0.0001501202496001497, + 0.00014846214617136866, + 0.00014687801012769341, + 0.00014528738392982632, + 0.00014369902783073485, + 0.0001420872868038714, + 0.00014052465849090368, + 0.00013892483548261225, + 0.0001373519335174933, + 0.00013582313840743154, + 0.00013434833090286702, + 0.00013294335803948343, + 0.00013155826309230179, + 0.00013020580809097737, + 0.00012885426986031234, + 0.0001275677204830572, + 0.0001262629812117666, + 0.00012492967653088272, + 0.00012364538270048797, + 0.00012238886847626418, + 0.0001211506241816096, + 0.00011996629473287612, + 0.0001187955858767964, + 0.00011768597323680297, + 0.00011660564632620662, + 0.00011556471872609109, + 0.00011453276238171384, + 0.00011353095760568976, + 0.00011256325524300337, + 0.00011161369184264913, + 0.00011068210005760193, + 0.00010977264173561707, + 0.00010886476229643449, + 0.0001079726789612323, + 0.0001071076694643125, + 0.0001062391311279498, + 0.00010538587957853451, + 0.00010451759590068832, + 0.00010366480273660272, + 0.00010283349547535181, + 0.00010200632823398337, + 0.00010120708611793816, + 0.00010042406211141497, + 9.965758363250643e-05, + 9.891216177493334e-05, + 9.818316902965307e-05, + 9.747983131092042e-05, + 9.679116919869557e-05, + 9.611215500626713e-05, + 9.543768101138994e-05, + 9.4781287771184e-05, + 9.411667269887403e-05, + 9.345282160211354e-05, + 9.278074139729142e-05, + 9.210380812874064e-05, + 9.141906048171222e-05, + 9.073513501789421e-05, + 9.005122410599142e-05, + 8.935967343859375e-05, + 8.867298311088234e-05, + 8.798689668765292e-05, + 8.728139073355123e-05, + 8.658781734993681e-05, + 8.590496145188808e-05, + 8.523855649400502e-05, + 8.457202784484252e-05, + 8.391906158067286e-05, + 8.328539843205363e-05, + 8.267040539067239e-05, + 8.207299833884463e-05, + 8.147563494276255e-05, + 8.092661300906911e-05, + 8.037529914872721e-05, + 7.984892727108672e-05, + 7.932731386972591e-05, + 7.88182151154615e-05, + 7.831629773136228e-05, + 7.782294414937496e-05, + 7.733848906354979e-05, + 7.685770106036216e-05, + 7.63739735702984e-05, + 7.589265442220494e-05, + 7.542346429545432e-05, + 7.49678147258237e-05, + 7.451009878423065e-05, + 7.407007797155529e-05, + 7.363589247688651e-05, + 7.319930591620505e-05, + 7.27688311599195e-05, + 7.234323129523546e-05, + 7.192242628661916e-05, + 7.151551108108833e-05, + 7.111583545338362e-05, + 7.072024891385809e-05, + 7.033051224425435e-05, + 6.993972783675417e-05, + 6.954793207114562e-05, + 6.916400161571801e-05, + 6.878712883917615e-05, + 6.84069818817079e-05, + 6.803651194786653e-05, + 6.766840670024976e-05, + 6.729974847985432e-05, + 6.6928900196217e-05, + 6.655143806710839e-05, + 6.617522012675181e-05, + 6.579922046512365e-05, + 6.543208291986957e-05, + 6.50687943561934e-05, + 6.471036613220349e-05, + 6.435714749386534e-05, + 6.399453559424728e-05, + 6.363933789543808e-05, + 6.32780502201058e-05, + 6.290291639743373e-05, + 6.25391403445974e-05, + 6.218952330527827e-05, + 6.185433448990807e-05, + 6.15227036178112e-05, + 6.118500459706411e-05, + 6.0848527937196195e-05, + 6.0521168052218854e-05, + 6.021037552272901e-05, + 5.9905138186877593e-05, + 5.959699774393812e-05, + 5.928399332333356e-05, + 5.899063762626611e-05, + 5.8696001360658556e-05, + 5.840631638420746e-05, + 5.809978028992191e-05, + 5.7802597439149395e-05, + 5.7511926570441574e-05, + 5.722980495193042e-05, + 5.693819184671156e-05, + 5.664567288476974e-05, + 5.6346347264479846e-05, + 5.6057113397400826e-05, + 5.578297714237124e-05, + 5.551211506826803e-05, + 5.524336302187294e-05, + 5.4980326240183786e-05, + 5.473407873068936e-05, + 5.4488649766426533e-05, + 5.424282790045254e-05, + 5.399947622208856e-05, + 5.376633635023609e-05, + 5.355403482099064e-05, + 5.334506568033248e-05, + 5.314032387104817e-05, + 5.2941257308702916e-05, + 5.2742303523700684e-05, + 5.254844290902838e-05, + 5.2354786021169275e-05, + 5.215714918449521e-05, + 5.196253550820984e-05, + 5.176949707674794e-05, + 5.157450868864544e-05, + 5.137461266713217e-05, + 5.1174713007640094e-05, + 5.096511449664831e-05, + 5.075435183243826e-05, + 5.053581844549626e-05, + 5.031612818129361e-05, + 5.009924643673003e-05, + 4.98806984978728e-05, + 4.966271444573067e-05, + 4.9446640332462266e-05, + 4.922951484331861e-05, + 4.9017944547813386e-05, + 4.8814072215463966e-05, + 4.860904300585389e-05, + 4.8409896407974884e-05, + 4.8210251406999305e-05, + 4.801311661140062e-05, + 4.782142787007615e-05, + 4.763370452565141e-05, + 4.7448877012357116e-05, + 4.726545012090355e-05, + 4.7084027755772695e-05, + 4.690290370490402e-05, + 4.672563954954967e-05, + 4.654468284570612e-05, + 4.636540325009264e-05, + 4.618180901161395e-05, + 4.599839303409681e-05, + 4.5817563659511507e-05, + 4.564184564515017e-05, + 4.5464697905117646e-05, + 4.5286520617082715e-05, + 4.510331928031519e-05, + 4.492328662308864e-05, + 4.4745142076862976e-05, + 4.456503302208148e-05, + 4.4385520595824346e-05, + 4.421308767632581e-05, + 4.404226638143882e-05, + 4.3874191760551184e-05, + 4.3709424062399194e-05, + 4.354851625976153e-05, + 4.338771032053046e-05, + 4.3230276787653565e-05, + 4.3073578126495704e-05, + 4.2922656575683504e-05, + 4.277528205420822e-05, + 4.263080336386338e-05, + 4.249241828802042e-05, + 4.235126107232645e-05, + 4.2208503145957366e-05, + 4.20647302235011e-05, + 4.192716005491093e-05, + 4.1787538066273555e-05, + 4.1647326725069433e-05, + 4.150583117734641e-05, + 4.136358984396793e-05, + 4.122438622289337e-05, + 4.108689245185815e-05, + 4.094901305506937e-05, + 4.081367660546675e-05, + 4.0676099160918966e-05, + 4.053963129990734e-05, + 4.040133353555575e-05, + 4.026204987894744e-05, + 4.0125371015165e-05, + 3.999206091975793e-05, + 3.9860900869825855e-05, + 3.973494312958792e-05, + 3.961145193898119e-05, + 3.94893140764907e-05, + 3.936704888474196e-05, + 3.9239603211171925e-05, + 3.911337989848107e-05, + 3.8988611777313054e-05, + 3.88728549296502e-05, + 3.875635957228951e-05, + 3.8645350286969915e-05, + 3.853107045870274e-05, + 3.8410042179748416e-05, + 3.8285466871457174e-05, + 3.815807940554805e-05, + 3.80284218408633e-05, + 3.7899764720350504e-05, + 3.777355232159607e-05, + 3.7648733268724754e-05, + 3.75282543245703e-05, + 3.740839383681305e-05, + 3.72893555322662e-05, + 3.717251820489764e-05, + 3.7051577237434685e-05, + 3.6933492083335295e-05, + 3.6822650145040825e-05, + 3.671209196909331e-05, + 3.6600213206838816e-05, + 3.649293284979649e-05, + 3.6384382838150486e-05, + 3.627348633017391e-05, + 3.616623507696204e-05, + 3.6059900594409555e-05, + 3.595016823965125e-05, + 3.5837067116517574e-05, + 3.572470086510293e-05, + 3.561758785508573e-05, + 3.551120244082995e-05, + 3.540383477229625e-05, + 3.5299090086482465e-05, + 3.5201959690311924e-05, + 3.510391979943961e-05, + 3.5001026844838634e-05, + 3.4902568586403504e-05, + 3.4803972084773704e-05, + 3.4705499274423346e-05, + 3.460829975665547e-05, + 3.4513835998950526e-05, + 3.442065280978568e-05, + 3.432517405599356e-05, + 3.422727604629472e-05, + 3.413075319258496e-05, + 3.403552545933053e-05, + 3.394003215362318e-05, + 3.384468436706811e-05, + 3.3753502066247165e-05, + 3.36626180796884e-05, + 3.3567845093784854e-05, + 3.347220626892522e-05, + 3.3376931241946295e-05, + 3.328299135318957e-05, + 3.31931805703789e-05, + 3.310332613182254e-05, + 3.30172770190984e-05, + 3.2931173336692154e-05, + 3.2846925023477525e-05, + 3.2762214686954394e-05, + 3.267693682573736e-05, + 3.2590851333225146e-05, + 3.250642475904897e-05, + 3.242076491005719e-05, + 3.23367967212107e-05, + 3.2250107324216515e-05, + 3.2164331059902906e-05, + 3.2076644856715575e-05, + 3.198438207618892e-05, + 3.189143171766773e-05, + 3.1798081181477755e-05, + 3.170490890624933e-05, + 3.161258791806176e-05, + 3.15205761580728e-05, + 3.142583227599971e-05, + 3.133233622065745e-05, + 3.124060822301544e-05, + 3.114889477728866e-05, + 3.105795258306898e-05, + 3.0968807550380006e-05, + 3.088181256316602e-05, + 3.079608723055571e-05, + 3.071341780014336e-05, + 3.063078111154027e-05, + 3.054525950574316e-05, + 3.0461111236945726e-05, + 3.037632086488884e-05, + 3.0288891139207408e-05, + 3.0202318157535046e-05, + 3.0116483685560524e-05, + 3.002955963893328e-05, + 2.9942710170871578e-05, + 2.9857907065888867e-05, + 2.9772991183563136e-05, + 2.9690179871977307e-05, + 2.9606788302771747e-05, + 2.95208901661681e-05, + 2.9437644116114825e-05, + 2.9354907383094542e-05, + 2.9278451620484702e-05, + 2.919921462307684e-05, + 2.9119466489646584e-05, + 2.904029497585725e-05, + 2.8961567295482382e-05, + 2.888450944737997e-05, + 2.8808493880205788e-05, + 2.8732820283039473e-05, + 2.865569513232913e-05, + 2.8581924198078923e-05, + 2.8508135073934682e-05, + 2.843719266820699e-05, + 2.8370050131343305e-05, + 2.8302010832703672e-05, + 2.8233329430804588e-05, + 2.8167232812847942e-05, + 2.810495425364934e-05, + 2.8043343263561837e-05, + 2.7982943720417097e-05, + 2.792439772747457e-05, + 2.7861267881235108e-05, + 2.7799003873951733e-05, + 2.773764390440192e-05, + 2.7675157980411313e-05, + 2.76093342108652e-05, + 2.7542713723960333e-05, + 2.747512553469278e-05, + 2.740451236604713e-05, + 2.7332767785992473e-05, + 2.725878221099265e-05, + 2.7186515580979176e-05, + 2.711093839025125e-05, + 2.7032903744839132e-05, + 2.695601506275125e-05, + 2.6878466087509878e-05, + 2.6800422347150743e-05, + 2.672449772944674e-05, + 2.6649733626982197e-05, + 2.6575025913189165e-05, + 2.650310125318356e-05, + 2.6432302547618747e-05, + 2.6361669370089658e-05, + 2.628989386721514e-05, + 2.6219779101666063e-05, + 2.6150644771405496e-05, + 2.6083482225658372e-05, + 2.6014569812105037e-05, + 2.594882062112447e-05, + 2.5884755814331584e-05, + 2.5819816073635593e-05, + 2.5755329261301085e-05, + 2.569160278653726e-05, + 2.5628645744291134e-05, + 2.55647610174492e-05, + 2.5498116883682087e-05, + 2.5430421374039724e-05, + 2.5361148800584488e-05, + 2.5293162252637558e-05, + 2.5228202503058128e-05, + 2.5164883481920697e-05, + 2.5100767743424512e-05, + 2.5038334570126608e-05, + 2.497939749446232e-05, + 2.4920906071201898e-05, + 2.4864659280865453e-05, + 2.4810551622067578e-05, + 2.4757449864409864e-05, + 2.470479012117721e-05, + 2.4654385924804956e-05, + 2.460709583829157e-05, + 2.456039874232374e-05, + 2.4515784389222972e-05, + 2.4471082724630833e-05, + 2.4425700758001767e-05, + 2.4382186893490143e-05, + 2.4340466552530415e-05, + 2.4297160052810796e-05, + 2.4254519303212874e-05, + 2.421161661914084e-05, + 2.4167706214939244e-05, + 2.4123051844071597e-05, + 2.4078995920717716e-05, + 2.4035492970142514e-05, + 2.399036930000875e-05, + 2.394606599409599e-05, + 2.3903481633169577e-05, + 2.3859312932472676e-05, + 2.381418744334951e-05, + 2.3769163817632943e-05, + 2.3725400751573034e-05, + 2.3681293896515854e-05, + 2.363743078603875e-05, + 2.3592612706124783e-05, + 2.3547741875518113e-05, + 2.350358226976823e-05, + 2.34589879255509e-05, + 2.3413826056639664e-05, + 2.3367882022284903e-05, + 2.3321867047343403e-05, + 2.327580841665622e-05, + 2.322863474546466e-05, + 2.3182092263596132e-05, + 2.313667027920019e-05, + 2.3091801267582923e-05, + 2.304561530763749e-05, + 2.299677908013109e-05, + 2.2946698663872667e-05, + 2.2896549126016907e-05, + 2.28476055781357e-05, + 2.2799447833676822e-05, + 2.2751941287424415e-05, + 2.270369259349536e-05, + 2.2656211513094604e-05, + 2.2610744053963572e-05, + 2.2565855033462867e-05, + 2.2522901417687535e-05, + 2.2481353880721144e-05, + 2.24398809223203e-05, + 2.2398164219339378e-05, + 2.2357733541866764e-05, + 2.2318798073683865e-05, + 2.228058292530477e-05, + 2.224437594122719e-05, + 2.220855458290316e-05, + 2.2172005628817715e-05, + 2.2136469851830043e-05, + 2.210077946074307e-05, + 2.2064652512199245e-05, + 2.202840732934419e-05, + 2.1991654648445547e-05, + 2.1954709154670127e-05, + 2.1917096091783606e-05, + 2.1880367057747208e-05, + 2.184381810366176e-05, + 2.1806295990245417e-05, + 2.1769092199974693e-05, + 2.1732255845563486e-05, + 2.1694488168577664e-05, + 2.1655805539921857e-05, + 2.161781048926059e-05, + 2.157885319320485e-05, + 2.1538402506848797e-05, + 2.1498563000932336e-05, + 2.1459312847582623e-05, + 2.142078119504731e-05, + 2.138307536370121e-05, + 2.1344512788346037e-05, + 2.1305022528395057e-05, + 2.1267203919705935e-05, + 2.1230067432043143e-05, + 2.119372038578149e-05, + 2.115699135174509e-05, + 2.1120355086168274e-05, + 2.1082923922222108e-05, + 2.1045370885985903e-05, + 2.1007466784794815e-05, + 2.097050310112536e-05, + 2.0933914129273035e-05, + 2.0898067305097356e-05, + 2.0861582015641034e-05, + 2.0824838429689407e-05, + 2.0788487745448947e-05, + 2.0752120690303855e-05, + 2.071616290777456e-05, + 2.068035064439755e-05, + 2.06439035537187e-05, + 2.0607345504686236e-05, + 2.0570321794366464e-05, + 2.053299976978451e-05, + 2.04958541871747e-05, + 2.0459674487938173e-05, + 2.0423940441105515e-05, + 2.038952152361162e-05, + 2.0354698790470138e-05, + 2.0320434487075545e-05, + 2.0286555809434503e-05, + 2.0253324692021124e-05, + 2.0220164515194483e-05, + 2.0187622794765048e-05, + 2.0154144294792786e-05, + 2.012122240557801e-05, + 2.0088564269826747e-05, + 2.005669921345543e-05, + 2.0025618141517043e-05, + 1.9995974071207456e-05, + 1.9966675608884543e-05, + 1.9937702745664865e-05, + 1.990895725612063e-05, + 1.98793932213448e-05, + 1.985043127206154e-05, + 1.9821552996290848e-05, + 1.9791834347415715e-05, + 1.9762943338719197e-05, + 1.9733864974114113e-05, + 1.9704455553437583e-05, + 1.967507523659151e-05, + 1.964539842447266e-05, + 1.961423367902171e-05, + 1.9582734239520505e-05, + 1.9551385776139796e-05, + 1.9519175111781806e-05, + 1.9485905795590952e-05, + 1.9452079868642613e-05, + 1.9418088413658552e-05, + 1.938322020578198e-05, + 1.9348908608662896e-05, + 1.9313363736728206e-05, + 1.9278289983049035e-05, + 1.924375828821212e-05, + 1.9207598597859032e-05, + 1.9172568499925546e-05, + 1.9139211872243322e-05, + 1.9107003026874736e-05, + 1.9075947420787998e-05, + 1.9045710359932855e-05, + 1.9015367797692306e-05, + 1.898643677122891e-05, + 1.8958324289997108e-05, + 1.8930330043076538e-05, + 1.8904047465184703e-05, + 1.8878004993894137e-05, + 1.8852491848520003e-05, + 1.8827628082362935e-05, + 1.8802313206833787e-05, + 1.8777282093651593e-05, + 1.8753540643956512e-05, + 1.8730139345279895e-05, + 1.8704720787354745e-05, + 1.86792531167157e-05, + 1.86537581612356e-05, + 1.862854514911305e-05, + 1.8603337593958713e-05, + 1.8578120943857357e-05, + 1.855338086897973e-05, + 1.8528253349359147e-05, + 1.8502427337807603e-05, + 1.8477732737665065e-05, + 1.8452838048688136e-05, + 1.842773963289801e-05, + 1.840205914049875e-05, + 1.8376400475972332e-05, + 1.8349881429458037e-05, + 1.83233405550709e-05, + 1.8298092982149683e-05, + 1.8272532543051057e-05, + 1.824651553761214e-05, + 1.8220047422801144e-05, + 1.819377939682454e-05, + 1.8167856978834607e-05, + 1.8142143744626082e-05, + 1.8116008504875936e-05, + 1.8090133380610496e-05, + 1.806354157452006e-05, + 1.8036942492472008e-05, + 1.8010561689152382e-05, + 1.798518860596232e-05, + 1.7960808690986596e-05, + 1.79367507371353e-05, + 1.7912616385729052e-05, + 1.7888254660647362e-05, + 1.7863785615190864e-05, + 1.783970947144553e-05, + 1.781601349648554e-05, + 1.779269405233208e-05, + 1.7768836187315173e-05, + 1.774478550942149e-05, + 1.7720534742693417e-05, + 1.7696316717774607e-05, + 1.7672136891633272e-05, + 1.7648419088800438e-05, + 1.762481770128943e-05, + 1.760040504450444e-05, + 1.7576445316080935e-05, + 1.7552012650412507e-05, + 1.7527989257359877e-05, + 1.750421870383434e-05, + 1.748203249007929e-05, + 1.745968074828852e-05, + 1.743772554618772e-05, + 1.7415493857697584e-05, + 1.7393327652825974e-05, + 1.7372265574522316e-05, + 1.735120895318687e-05, + 1.7330368791590445e-05, + 1.7308819224126637e-05, + 1.7287427908740938e-05, + 1.7266005670535378e-05, + 1.724400499369949e-05, + 1.7222542737727053e-05, + 1.7201382433995605e-05, + 1.7180678696604446e-05, + 1.7159285562229343e-05, + 1.7137064787675627e-05, + 1.7113909052568488e-05, + 1.7090616893256083e-05, + 1.7067497537937015e-05, + 1.7044352716766298e-05, + 1.7020885934471153e-05, + 1.6996729755192064e-05, + 1.697315565252211e-05, + 1.6949505152297206e-05, + 1.6926085663726553e-05, + 1.6903157302294858e-05, + 1.687921758275479e-05, + 1.6855592548381537e-05, + 1.6831763787195086e-05, + 1.6807687643449754e-05, + 1.6782722013886087e-05, + 1.6757794583099894e-05, + 1.6733170923544094e-05, + 1.670925303187687e-05, + 1.6685418813722208e-05, + 1.6661691915942356e-05, + 1.6638052329653874e-05, + 1.661478563619312e-05, + 1.659154258959461e-05, + 1.6568143109907396e-05, + 1.654446532484144e-05, + 1.652100581850391e-05, + 1.649715159146581e-05, + 1.6474386939080432e-05, + 1.645176234887913e-05, + 1.6429450624855235e-05, + 1.6407588191214018e-05, + 1.638573121454101e-05, + 1.636474007682409e-05, + 1.6344154573744163e-05, + 1.6323534509865567e-05, + 1.6303225493174978e-05, + 1.6282629076158628e-05, + 1.6262114513665438e-05, + 1.6242584024439566e-05, + 1.622412310098298e-05, + 1.6206475265789777e-05, + 1.6189385860343464e-05, + 1.6172718460438773e-05, + 1.6156036508618854e-05, + 1.6139458239194937e-05, + 1.6122583474498242e-05, + 1.6105333997984417e-05, + 1.6087908079498447e-05, + 1.6069794583017938e-05, + 1.60517174663255e-05, + 1.60329946083948e-05, + 1.601448457222432e-05, + 1.5996067304513417e-05, + 1.5978048395481892e-05, + 1.5959883967298083e-05, + 1.5941493984428234e-05, + 1.5922534657875076e-05, + 1.590296051290352e-05, + 1.588288796483539e-05, + 1.5862502550589852e-05, + 1.5842359061934985e-05, + 1.582265213073697e-05, + 1.5803503629285842e-05, + 1.5785222785780206e-05, + 1.5767171134939417e-05, + 1.574928501213435e-05, + 1.5731286111986265e-05, + 1.571357461216394e-05, + 1.5695863112341613e-05, + 1.5677514966228046e-05, + 1.5658421034459025e-05, + 1.5639183402527124e-05, + 1.562028228363488e-05, + 1.5601819541188888e-05, + 1.5583787899231538e-05, + 1.5565781723125838e-05, + 1.554773007228505e-05, + 1.5529536540270783e-05, + 1.551131390442606e-05, + 1.5492556485696696e-05, + 1.547371721244417e-05, + 1.5455272659892216e-05, + 1.54373610712355e-05, + 1.5419844203279354e-05, + 1.540294397273101e-05, + 1.5386904124170542e-05, + 1.537146272312384e-05, + 1.5356055882875808e-05, + 1.5340514437411912e-05, + 1.532522583147511e-05, + 1.5309960872400552e-05, + 1.5294648619601503e-05, + 1.527939093648456e-05, + 1.526418600406032e-05, + 1.5248514500854071e-05, + 1.5232556506816763e-05, + 1.5216995052469429e-05, + 1.5201387213892303e-05, + 1.5185674783424474e-05, + 1.5169849575613625e-05, + 1.5153587810345925e-05, + 1.5137459740799386e-05, + 1.5121270735107828e-05, + 1.5104759768291842e-05, + 1.5087764040799811e-05, + 1.5070827430463396e-05, + 1.5053606148285326e-05, + 1.503597195551265e-05, + 1.5018194062577095e-05, + 1.5000383427832276e-05, + 1.4982582797529176e-05, + 1.4964757610869128e-05, + 1.4946785086067393e-05, + 1.4929340068192687e-05, + 1.4911721336829942e-05, + 1.4894216292304918e-05, + 1.4877019566483796e-05, + 1.4859832845104393e-05, + 1.4842522432445548e-05, + 1.4825284779362846e-05, + 1.4808307241764851e-05, + 1.4791533430980053e-05, + 1.4774851479160134e-05, + 1.4758184988750145e-05, + 1.4741466657142155e-05, + 1.472454550821567e-05, + 1.4708078197145369e-05, + 1.4691449905512854e-05, + 1.4675111742690206e-05, + 1.4659100088465493e-05, + 1.4643018403148744e-05, + 1.4626234587922227e-05, + 1.4609772733820137e-05, + 1.4593335436074995e-05, + 1.4576894500351045e-05, + 1.456046084058471e-05, + 1.454438370274147e-05, + 1.4528402061841916e-05, + 1.451260868634563e-05, + 1.4496939911623485e-05, + 1.4481755897577386e-05, + 1.4466903849097434e-05, + 1.4452407413045876e-05, + 1.4437689969781786e-05, + 1.4423269931285176e-05, + 1.4408950846700463e-05, + 1.4394821846508421e-05, + 1.4380843822436873e-05, + 1.4366736650117673e-05, + 1.4352421203511767e-05, + 1.4337957509269472e-05, + 1.4323303730634507e-05, + 1.4308735444501508e-05, + 1.429381336492952e-05, + 1.4279160495789256e-05, + 1.4264197488955688e-05, + 1.424880883860169e-05, + 1.4232913599698804e-05, + 1.4216376257536467e-05, + 1.4199970792105887e-05, + 1.4183348866936285e-05, + 1.4166860637487844e-05, + 1.4150493370834738e-05, + 1.4133908734947909e-05, + 1.411699122400023e-05, + 1.4100140106165782e-05, + 1.4083161659073085e-05, + 1.4066370567888953e-05, + 1.4049564015294891e-05, + 1.4032196304469835e-05, + 1.4015046872373205e-05, + 1.3998122085467912e-05, + 1.3981455595057923e-05, + 1.3964823665446602e-05, + 1.394826813339023e-05, + 1.3931939065514598e-05, + 1.3915803720010445e-05, + 1.3899901205149945e-05, + 1.3883915016776882e-05, + 1.3867865163774695e-05, + 1.385191899316851e-05, + 1.3835992831445765e-05, + 1.3820131243846845e-05, + 1.380463163513923e-05, + 1.3789130207442213e-05, + 1.3773855243925937e-05, + 1.3758914064965211e-05, + 1.374470411974471e-05, + 1.3730299542658031e-05, + 1.3715845852857456e-05, + 1.3701205716643017e-05, + 1.368615630781278e-05, + 1.3670991393155418e-05, + 1.3656048395205289e-05, + 1.3640914403367788e-05, + 1.3625372957903892e-05, + 1.3610022506327368e-05, + 1.3594743904832285e-05, + 1.3579256119555794e-05, + 1.35634081743774e-05, + 1.3547576600103639e-05, + 1.3532137927541044e-05, + 1.3516550097847357e-05, + 1.350095681118546e-05, + 1.3485442650562618e-05, + 1.3469681107380893e-05, + 1.3453569408738986e-05, + 1.3437228517432231e-05, + 1.3420896721072495e-05, + 1.340477592748357e-05, + 1.3389161722443532e-05, + 1.3373676665651146e-05, + 1.335813976766076e-05, + 1.334279113507364e-05, + 1.3327712622412946e-05, + 1.3312815099197906e-05, + 1.3297918485477567e-05, + 1.3283312910061795e-05, + 1.3268848306324799e-05, + 1.3254891200631391e-05, + 1.324056302109966e-05, + 1.3226414012024179e-05, + 1.3212536941864528e-05, + 1.3198729902796913e-05, + 1.318510840064846e-05, + 1.3171336831874214e-05, + 1.3157392459106632e-05, + 1.3143388969183434e-05, + 1.3129523722454906e-05, + 1.3115502952132374e-05, + 1.3101355762046296e-05, + 1.3087403203826398e-05, + 1.3073708032607101e-05, + 1.30599592012004e-05, + 1.3046214007772505e-05, + 1.3032527931500226e-05, + 1.3019122889090795e-05, + 1.3005836080992594e-05, + 1.2992702977498993e-05, + 1.2979395251022652e-05, + 1.2965921996510588e-05, + 1.295241600018926e-05, + 1.293869900109712e-05, + 1.2925465853186324e-05, + 1.2912411875731777e-05, + 1.289977353735594e-05, + 1.2887151569884736e-05, + 1.2874324966105632e-05, + 1.2861474715464283e-05, + 1.2848794540332165e-05, + 1.2836150744988117e-05, + 1.282333232666133e-05, + 1.2810413863917347e-05, + 1.2797777344530914e-05, + 1.2785018043359742e-05, + 1.2771988622262143e-05, + 1.27586799862911e-05, + 1.274497299164068e-05, + 1.2731160495604854e-05, + 1.2717175195575692e-05, + 1.270316988666309e-05, + 1.268889354832936e-05, + 1.2674698155024089e-05, + 1.2660525499086361e-05, + 1.2646305549424142e-05, + 1.2632035577553324e-05, + 1.2617482752830256e-05, + 1.260277713299729e-05, + 1.2587902347149793e-05, + 1.2573261301440652e-05, + 1.2558592061395757e-05, + 1.2544078344944865e-05, + 1.2529555533546954e-05, + 1.2515135495050345e-05, + 1.2500696357164998e-05, + 1.2486418199841864e-05, + 1.2472316484490875e-05, + 1.2458270248316694e-05, + 1.2444570529623888e-05, + 1.2430963579390664e-05, + 1.241747486346867e-05, + 1.2404157132550608e-05, + 1.2390924894134514e-05, + 1.2377656275930349e-05, + 1.2364140275167301e-05, + 1.2351003533694893e-05, + 1.233795137522975e-05, + 1.2325079296715558e-05, + 1.2312249054957647e-05, + 1.2299266018089838e-05, + 1.228634482686175e-05, + 1.2273369065951556e-05, + 1.2260165021871217e-05, + 1.2246812730154488e-05, + 1.2233651432325132e-05, + 1.222046648763353e-05, + 1.2207090549054556e-05, + 1.21937246149173e-05, + 1.2180318663013168e-05, + 1.2167025488452055e-05, + 1.215385964314919e-05 + ], + "stabilities": [ + 0.3259323835372925, + 1.0, + 1.0, + 0.7466665506362915, + 1.0, + 1.0, + 0.944444477558136, + 0.7745097875595093, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9171779155731201, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942196607589722, + 0.9985464811325073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99113929271698, + 1.0, + 1.0, + 1.0, + 0.9803467988967896, + 0.9882076382637024, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939940571784973, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9895012974739075, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9905109405517578, + 1.0, + 1.0, + 1.0, + 0.9985974431037903, + 0.9908707737922668, + 0.9929128885269165, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9590505361557007, + 0.9870049357414246, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984702467918396, + 0.9846780896186829, + 1.0, + 1.0, + 1.0, + 0.9823703765869141, + 1.0, + 1.0, + 0.9954994320869446, + 1.0, + 1.0, + 0.9868072271347046, + 1.0, + 0.9763883948326111, + 1.0, + 0.9906124472618103, + 1.0, + 0.9973486065864563, + 0.9915817975997925, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957247376441956, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992107152938843, + 1.0, + 0.9899303317070007, + 1.0, + 1.0, + 0.994949460029602, + 1.0, + 0.9859429597854614, + 1.0, + 1.0, + 1.0, + 0.993405818939209, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946438074111938, + 0.9940765500068665, + 0.9959371089935303, + 1.0, + 0.9396758079528809, + 1.0, + 0.9749103784561157, + 1.0, + 0.9958053231239319, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939314126968384, + 0.9896469712257385, + 1.0, + 0.9792977571487427, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9841756224632263, + 0.9992220401763916, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967886209487915, + 0.9982652068138123, + 1.0, + 0.9910455346107483, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939315319061279, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971204400062561, + 1.0, + 1.0, + 0.9883261322975159, + 0.9788531064987183, + 0.9756714701652527, + 1.0, + 1.0, + 1.0, + 0.9900132417678833, + 0.9653597474098206, + 0.9980283975601196, + 1.0, + 1.0, + 0.9524520039558411, + 1.0, + 0.999808132648468, + 1.0, + 0.9857218861579895, + 0.9940250515937805, + 0.9859744906425476, + 1.0, + 1.0, + 1.0, + 0.9827614426612854, + 0.9642435908317566, + 1.0, + 1.0, + 0.9937726855278015, + 0.9498694539070129, + 1.0, + 1.0, + 1.0, + 0.9722617268562317, + 0.9220921993255615, + 0.9958349466323853, + 0.9910377264022827, + 0.9831189513206482, + 1.0, + 0.985029399394989, + 1.0, + 1.0, + 0.9966482520103455, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9879915714263916, + 0.9766028523445129, + 1.0, + 0.9850382208824158, + 1.0, + 1.0, + 0.9847421646118164, + 0.9914780855178833, + 0.9965620636940002, + 1.0, + 1.0, + 1.0, + 0.9911996126174927, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982793927192688, + 0.9836254119873047, + 1.0, + 1.0, + 1.0, + 0.9954152703285217, + 1.0, + 1.0, + 1.0, + 0.972806990146637, + 1.0, + 0.9959802031517029, + 0.9930040836334229, + 0.9880775213241577, + 1.0, + 0.9903702735900879, + 1.0, + 0.9738811254501343, + 0.9870093464851379, + 0.9906594157218933, + 0.9682856798171997, + 1.0, + 1.0, + 1.0, + 0.9666712880134583, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9898202419281006, + 0.9979965090751648, + 1.0, + 0.9916788339614868, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926799535751343, + 0.985626757144928, + 0.9940400719642639, + 0.9698941111564636, + 0.9898724555969238, + 0.9984055161476135, + 1.0, + 1.0, + 1.0, + 0.9991243481636047, + 0.936529815196991, + 1.0, + 0.9613004922866821, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9915489554405212, + 0.9994392991065979, + 0.9752019643783569, + 1.0, + 1.0, + 0.9913251399993896, + 1.0, + 0.9871159791946411, + 0.9477911591529846, + 1.0, + 1.0, + 0.9678378701210022, + 1.0, + 1.0, + 0.976190447807312, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9625052213668823, + 1.0, + 1.0, + 0.9847443103790283, + 0.9355225563049316, + 1.0, + 1.0, + 0.9655060172080994, + 1.0, + 1.0, + 0.995708167552948, + 0.9801060557365417, + 0.994700014591217, + 1.0, + 1.0, + 0.9946994781494141, + 0.9952040314674377, + 1.0, + 1.0, + 0.9644734263420105, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947644472122192, + 0.9643723964691162, + 1.0, + 0.9654598236083984, + 1.0, + 0.9862179160118103, + 1.0, + 1.0, + 1.0, + 0.9886187314987183, + 1.0, + 0.988130509853363, + 1.0, + 0.9977118372917175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964805841445923, + 0.9905819296836853, + 1.0, + 1.0, + 0.9895055294036865, + 0.9848973751068115, + 0.9942281246185303, + 0.9728792309761047, + 1.0, + 1.0, + 0.9933152794837952, + 1.0, + 1.0, + 0.9995168447494507, + 1.0, + 1.0, + 1.0, + 0.9856351017951965, + 1.0, + 0.9847962856292725, + 1.0, + 1.0, + 0.9783099293708801, + 1.0, + 0.9322333931922913, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873486757278442, + 0.9949995875358582, + 1.0, + 1.0, + 0.9646987915039062, + 1.0, + 0.9692704081535339, + 0.95425945520401, + 1.0, + 1.0, + 0.9696352481842041, + 0.948870837688446, + 0.9959298372268677, + 0.9868515133857727, + 0.9755131602287292, + 1.0, + 0.9931174516677856, + 0.9922998547554016, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9855229258537292, + 1.0, + 1.0, + 0.9948832392692566, + 1.0, + 1.0, + 0.9823678731918335, + 0.9946956038475037, + 1.0, + 0.9717254042625427, + 0.9932949542999268, + 1.0, + 1.0, + 0.9858103394508362, + 0.9948056936264038, + 0.9799950122833252, + 1.0, + 0.9623729586601257, + 0.9824798703193665, + 1.0, + 1.0, + 0.9963485598564148, + 0.9960135817527771, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9905425310134888, + 0.9640386700630188, + 0.983098030090332, + 1.0, + 0.982042670249939, + 0.9515789151191711, + 1.0, + 0.968858540058136, + 0.9689008593559265, + 0.98822420835495, + 0.9984338283538818, + 0.9635136723518372, + 0.9440118670463562, + 0.9931768774986267, + 0.961271345615387, + 1.0, + 1.0, + 0.9640348553657532, + 0.9637227654457092, + 1.0, + 0.9897597432136536, + 1.0, + 1.0, + 1.0, + 0.9921518564224243, + 0.992767870426178, + 1.0, + 0.987414538860321, + 0.9664775133132935, + 1.0, + 1.0, + 1.0, + 0.9776108264923096, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9899834394454956, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9929506778717041, + 0.9821881651878357, + 0.9938690066337585, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9828755855560303, + 0.9908573627471924, + 0.9932103157043457, + 1.0, + 0.9909153580665588, + 0.9639624357223511, + 0.9940782189369202, + 0.962813675403595, + 0.9730016589164734, + 1.0, + 1.0, + 0.9747691750526428, + 0.968277633190155, + 0.9866675138473511, + 0.9521967172622681, + 0.9945089817047119, + 1.0, + 0.9769230484962463, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815604090690613, + 1.0, + 1.0, + 0.9966964721679688, + 0.995320737361908, + 1.0, + 1.0, + 0.9876968264579773, + 1.0, + 1.0, + 0.9907493591308594, + 0.9909546971321106, + 0.9873387217521667, + 0.9840152859687805, + 1.0, + 1.0, + 0.9636644124984741, + 0.9873523712158203, + 0.9840028882026672, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9807286262512207, + 0.9956979155540466, + 0.9851112365722656, + 1.0, + 1.0, + 0.9947380423545837, + 1.0, + 0.994170069694519, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9796171188354492, + 0.9931923747062683, + 0.9684373736381531, + 1.0, + 0.9896739721298218, + 0.9939325451850891, + 0.9859082698822021, + 1.0, + 0.9862112998962402, + 1.0, + 0.9883464574813843, + 0.9970236420631409, + 0.9809978008270264, + 0.980044424533844, + 0.9582014679908752, + 0.9926466345787048, + 0.9930943250656128, + 0.9964599609375, + 1.0, + 0.9839096069335938, + 1.0, + 1.0, + 0.9764330983161926, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989741861820221, + 1.0, + 0.9927154183387756, + 0.9907803535461426, + 1.0, + 0.974628210067749, + 0.9577842950820923, + 0.9709857702255249, + 0.9691742062568665, + 0.9786589741706848, + 1.0, + 0.9584177732467651, + 0.9762459993362427, + 1.0, + 0.9429110884666443, + 0.9948760271072388, + 0.9837201237678528, + 0.9782752394676208, + 1.0, + 0.9927179217338562, + 0.9523491859436035, + 0.9891781806945801, + 1.0, + 1.0, + 1.0, + 0.9929364323616028, + 1.0, + 1.0, + 0.9848970770835876, + 1.0, + 1.0, + 0.9600697159767151, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9554681181907654, + 1.0, + 1.0, + 1.0, + 0.9969095587730408, + 0.9912253022193909, + 0.9961304068565369, + 1.0, + 0.9946836233139038, + 1.0, + 1.0, + 0.9964134693145752, + 0.9659315347671509, + 0.9649924039840698, + 0.9906994104385376, + 1.0, + 1.0, + 1.0, + 0.9880064129829407, + 0.9881845116615295, + 0.9878794550895691, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9849655032157898, + 0.9990460276603699, + 1.0, + 0.9854946732521057, + 1.0, + 0.987348198890686, + 0.9935930371284485, + 0.9374774694442749, + 1.0, + 0.986012876033783, + 1.0, + 1.0, + 0.9537635445594788, + 1.0, + 0.9931378960609436, + 1.0, + 0.9965332746505737, + 1.0, + 1.0, + 0.9791610836982727, + 0.9894949197769165, + 0.9819022417068481, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965693354606628, + 1.0, + 1.0, + 1.0, + 0.9802026748657227, + 1.0, + 0.994494616985321, + 0.9834398031234741, + 1.0, + 0.9911451935768127, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9925044775009155, + 0.9760850667953491, + 1.0, + 0.9999555945396423, + 1.0, + 0.9886358976364136, + 1.0, + 1.0, + 1.0, + 0.9951238632202148, + 1.0, + 0.9585545063018799, + 0.9981686472892761, + 0.9903343319892883, + 0.9839591383934021, + 1.0, + 0.964272677898407, + 0.9844869375228882, + 1.0, + 0.9888356328010559, + 1.0, + 0.9998095631599426, + 0.9557185173034668, + 0.9483858942985535, + 0.958919882774353, + 0.9714582562446594, + 0.9780071377754211, + 1.0, + 0.9966691732406616, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9923381209373474, + 0.9982337951660156, + 0.9816995859146118, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992380678653717, + 0.9821300506591797, + 0.9752217531204224, + 0.9580442905426025, + 0.9908009767532349, + 0.9942712783813477, + 1.0, + 0.9872583150863647, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9860709309577942, + 0.9802788496017456, + 0.9802095890045166, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9826938509941101, + 0.9744709730148315, + 0.981273889541626, + 0.9680197834968567, + 0.9519689679145813, + 0.9656578898429871, + 1.0, + 1.0, + 0.986474335193634, + 1.0, + 1.0, + 0.9993618726730347, + 0.9991486072540283, + 1.0, + 1.0, + 0.978110671043396, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9948795437812805, + 1.0, + 1.0, + 1.0, + 0.9998157024383545, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9741776585578918, + 1.0, + 0.9971274137496948, + 0.9859396815299988, + 1.0, + 1.0, + 0.9993115663528442, + 0.98859041929245, + 0.9913766384124756, + 0.9979792237281799, + 1.0, + 1.0, + 1.0, + 0.9765014052391052, + 1.0, + 0.9860200881958008, + 0.9833120107650757, + 1.0, + 1.0, + 0.9842125177383423, + 1.0, + 1.0, + 1.0, + 0.9814870357513428, + 0.9976476430892944, + 0.991529107093811, + 0.995244026184082, + 0.9721238613128662, + 0.9810650944709778, + 0.9789830446243286, + 1.0, + 0.9825925230979919, + 0.9961157441139221, + 0.9895382523536682, + 0.992022693157196, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971678256988525, + 1.0, + 0.9851950407028198, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954475164413452, + 1.0, + 0.9955807328224182, + 0.9964646697044373, + 1.0, + 1.0, + 0.999848484992981, + 1.0, + 0.9926976561546326, + 1.0, + 1.0, + 0.9913122653961182, + 0.9908708930015564, + 0.9885019659996033, + 1.0, + 0.9990695118904114, + 0.9899414777755737, + 0.9917208552360535, + 0.9890714287757874, + 1.0, + 1.0, + 0.9971321821212769, + 1.0, + 0.9995092153549194, + 0.9805824756622314, + 1.0, + 0.9887524247169495, + 0.981441855430603, + 0.9540725350379944, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.988648533821106, + 1.0, + 1.0, + 0.9911772012710571, + 0.9989944696426392, + 1.0, + 1.0, + 1.0, + 0.978645384311676, + 1.0, + 1.0, + 0.9985342621803284, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990856409072876, + 0.972113311290741, + 0.9954448938369751, + 1.0, + 0.9913631081581116, + 0.9862146377563477, + 0.9914145469665527, + 1.0, + 0.9837748408317566, + 0.9936566352844238, + 0.9680808186531067, + 1.0, + 0.9908173680305481, + 0.9841597676277161, + 0.9981241226196289, + 0.9896631836891174, + 1.0, + 1.0, + 1.0, + 0.9933038949966431, + 1.0, + 1.0, + 0.9897425174713135, + 0.9846716523170471, + 1.0, + 1.0, + 0.9989069700241089, + 0.9825303554534912, + 0.9943206906318665, + 0.9914137721061707, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9678613543510437, + 0.989446222782135, + 0.9711228013038635, + 1.0, + 1.0, + 1.0, + 0.9897799491882324, + 1.0, + 1.0, + 1.0, + 0.9810462594032288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979060292243958, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9879761338233948, + 1.0, + 0.9930247664451599, + 1.0, + 0.9968677759170532, + 1.0, + 0.9925939440727234, + 0.9911625981330872, + 0.9996606707572937, + 0.9788284301757812, + 0.9965948462486267, + 0.9946848154067993, + 0.9907443523406982, + 0.9971106052398682, + 1.0, + 1.0, + 0.975359320640564, + 0.9967578053474426, + 0.9895656108856201, + 1.0, + 1.0, + 0.9986856579780579, + 1.0, + 1.0, + 1.0, + 0.9890839457511902, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952437281608582, + 0.9937992691993713 + ], + "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_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_scalar_eval.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..a14f1be3e0875860f0c6cb65cde48964775bd7fe --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 295.3052978515625, + "strength": 143.89891052246094, + "max_strength": 332.19000244140625, + "final_strength": 328.55999755859375, + "sample_efficiency": 1.8984428606927395e-07, + "training_efficiency": 1.2153863281127997e-05, + "stability": 0.9929049015045166 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_scalar_train.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..a14f1be3e0875860f0c6cb65cde48964775bd7fe --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 295.3052978515625, + "strength": 143.89891052246094, + "max_strength": 332.19000244140625, + "final_strength": 328.55999755859375, + "sample_efficiency": 1.8984428606927395e-07, + "training_efficiency": 1.2153863281127997e-05, + "stability": 0.9929049015045166 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_train.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..29e9836e88d780af2a0bcfedbf2942dd2d0c0dc4 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s1_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 295.3052978515625, + "strength": 143.89891052246094, + "max_strength": 332.19000244140625, + "final_strength": 328.55999755859375, + "sample_efficiency": 1.8984428606927395e-07, + "training_efficiency": 1.2153863281127997e-05, + "stability": 0.9929049015045166 + }, + "local": { + "mean_returns": [ + 1.0714285373687744, + 0.9780219793319702, + 1.4500000476837158, + 1.9600000381469727, + 1.7699999809265137, + 1.8200000524520874, + 2.2899999618530273, + 2.2300000190734863, + 2.0, + 2.2799999713897705, + 2.559999942779541, + 3.109999895095825, + 3.559999942779541, + 4.159999847412109, + 4.46999979019165, + 4.199999809265137, + 4.440000057220459, + 4.769999980926514, + 5.159999847412109, + 5.230000019073486, + 5.289999961853027, + 5.789999961853027, + 6.170000076293945, + 6.800000190734863, + 7.440000057220459, + 7.789999961853027, + 8.130000114440918, + 8.09000015258789, + 8.079999923706055, + 8.170000076293945, + 8.569999694824219, + 8.619999885559082, + 8.859999656677246, + 9.109999656677246, + 9.039999961853027, + 9.399999618530273, + 9.720000267028809, + 9.859999656677246, + 9.6899995803833, + 9.59000015258789, + 9.75, + 10.069999694824219, + 10.4399995803833, + 10.550000190734863, + 10.8100004196167, + 11.199999809265137, + 11.140000343322754, + 11.279999732971191, + 11.65999984741211, + 11.979999542236328, + 12.0600004196167, + 12.460000038146973, + 12.640000343322754, + 12.520000457763672, + 12.680000305175781, + 12.960000038146973, + 13.449999809265137, + 13.579999923706055, + 13.670000076293945, + 14.289999961853027, + 14.90999984741211, + 14.779999732971191, + 15.039999961853027, + 15.050000190734863, + 15.470000267028809, + 15.449999809265137, + 15.319999694824219, + 15.220000267028809, + 15.430000305175781, + 15.869999885559082, + 16.459999084472656, + 16.8700008392334, + 17.719999313354492, + 17.959999084472656, + 18.040000915527344, + 18.049999237060547, + 18.059999465942383, + 17.3700008392334, + 17.15999984741211, + 17.75, + 18.280000686645508, + 19.1299991607666, + 19.190000534057617, + 20.270000457763672, + 20.6299991607666, + 20.81999969482422, + 20.790000915527344, + 20.489999771118164, + 20.84000015258789, + 21.0, + 21.6299991607666, + 21.270000457763672, + 22.200000762939453, + 23.43000030517578, + 23.329999923706055, + 23.559999465942383, + 23.950000762939453, + 23.649999618530273, + 24.079999923706055, + 23.540000915527344, + 23.579999923706055, + 23.3700008392334, + 23.84000015258789, + 23.780000686645508, + 23.59000015258789, + 23.739999771118164, + 23.8799991607666, + 23.899999618530273, + 24.43000030517578, + 24.600000381469727, + 24.5, + 25.170000076293945, + 25.329999923706055, + 26.3700008392334, + 26.549999237060547, + 26.530000686645508, + 27.030000686645508, + 26.770000457763672, + 26.850000381469727, + 26.950000762939453, + 26.81999969482422, + 26.81999969482422, + 26.459999084472656, + 26.459999084472656, + 26.6299991607666, + 26.989999771118164, + 26.81999969482422, + 27.68000030517578, + 28.260000228881836, + 29.190000534057617, + 30.020000457763672, + 31.020000457763672, + 31.68000030517578, + 32.400001525878906, + 33.5099983215332, + 34.06999969482422, + 34.90999984741211, + 36.75, + 37.060001373291016, + 37.41999816894531, + 37.45000076293945, + 38.380001068115234, + 38.54999923706055, + 38.349998474121094, + 38.130001068115234, + 37.97999954223633, + 38.84000015258789, + 36.56999969482422, + 37.47999954223633, + 36.56999969482422, + 36.970001220703125, + 36.81999969482422, + 37.02000045776367, + 37.15999984741211, + 37.20000076293945, + 37.619998931884766, + 38.560001373291016, + 39.11000061035156, + 38.880001068115234, + 38.4900016784668, + 39.369998931884766, + 38.58000183105469, + 38.810001373291016, + 39.709999084472656, + 39.869998931884766, + 40.130001068115234, + 40.38999938964844, + 39.77000045776367, + 39.7400016784668, + 40.0, + 40.130001068115234, + 40.900001525878906, + 41.689998626708984, + 41.560001373291016, + 41.4900016784668, + 42.529998779296875, + 42.15999984741211, + 42.58000183105469, + 43.34000015258789, + 44.369998931884766, + 45.90999984741211, + 46.560001373291016, + 47.349998474121094, + 47.06999969482422, + 47.38999938964844, + 47.56999969482422, + 47.689998626708984, + 49.83000183105469, + 49.689998626708984, + 51.40999984741211, + 54.31999969482422, + 53.70000076293945, + 52.59000015258789, + 51.34000015258789, + 51.65999984741211, + 53.47999954223633, + 54.279998779296875, + 53.75, + 51.93000030517578, + 51.83000183105469, + 53.13999938964844, + 54.84000015258789, + 52.290000915527344, + 53.31999969482422, + 53.310001373291016, + 57.2400016784668, + 56.439998626708984, + 56.11000061035156, + 55.34000015258789, + 58.060001373291016, + 59.18000030517578, + 61.540000915527344, + 60.5, + 58.380001068115234, + 58.58000183105469, + 59.02000045776367, + 58.65999984741211, + 55.779998779296875, + 56.36000061035156, + 57.22999954223633, + 57.45000076293945, + 55.88999938964844, + 51.630001068115234, + 51.41999816894531, + 50.970001220703125, + 50.130001068115234, + 50.63999938964844, + 49.900001525878906, + 50.369998931884766, + 51.93000030517578, + 51.7599983215332, + 51.900001525878906, + 52.97999954223633, + 54.88999938964844, + 55.52000045776367, + 58.849998474121094, + 59.90999984741211, + 62.880001068115234, + 64.12000274658203, + 64.16999816894531, + 65.52999877929688, + 66.26000213623047, + 66.58999633789062, + 67.83000183105469, + 67.02999877929688, + 65.48999786376953, + 66.70999908447266, + 65.7300033569336, + 66.7300033569336, + 66.75, + 65.75, + 65.19999694824219, + 64.9800033569336, + 65.26000213623047, + 65.31999969482422, + 65.9800033569336, + 65.41000366210938, + 67.52999877929688, + 67.70999908447266, + 70.1500015258789, + 70.94999694824219, + 70.83000183105469, + 69.69000244140625, + 71.08999633789062, + 72.43000030517578, + 75.37000274658203, + 75.02999877929688, + 75.19000244140625, + 76.97000122070312, + 77.69999694824219, + 75.62000274658203, + 75.83999633789062, + 75.54000091552734, + 75.0199966430664, + 74.13999938964844, + 74.94000244140625, + 74.2300033569336, + 74.72000122070312, + 72.80000305175781, + 71.87000274658203, + 71.20999908447266, + 68.98999786376953, + 71.04000091552734, + 72.55999755859375, + 73.81999969482422, + 71.4000015258789, + 73.16999816894531, + 74.22000122070312, + 75.66000366210938, + 76.8499984741211, + 76.08000183105469, + 75.93000030517578, + 76.91999816894531, + 76.29000091552734, + 78.33000183105469, + 78.51000213623047, + 80.37999725341797, + 81.80999755859375, + 81.22000122070312, + 80.06999969482422, + 79.5999984741211, + 77.23999786376953, + 76.47000122070312, + 76.3499984741211, + 77.13999938964844, + 81.12999725341797, + 81.16000366210938, + 81.08999633789062, + 76.0199966430664, + 77.18000030517578, + 74.23999786376953, + 77.05000305175781, + 82.27999877929688, + 85.48999786376953, + 88.29000091552734, + 90.86000061035156, + 91.13999938964844, + 90.37999725341797, + 90.33000183105469, + 88.12000274658203, + 88.55000305175781, + 88.81999969482422, + 88.05999755859375, + 92.0199966430664, + 90.8499984741211, + 86.16999816894531, + 86.73999786376953, + 88.58000183105469, + 85.7699966430664, + 87.55000305175781, + 90.25, + 88.12999725341797, + 88.23999786376953, + 91.86000061035156, + 95.55999755859375, + 95.88999938964844, + 92.33999633789062, + 92.56999969482422, + 94.29000091552734, + 92.87000274658203, + 86.95999908447266, + 88.55999755859375, + 93.69000244140625, + 90.5, + 91.4000015258789, + 92.08000183105469, + 91.69000244140625, + 89.88999938964844, + 89.41999816894531, + 92.41000366210938, + 95.54000091552734, + 95.04000091552734, + 94.58999633789062, + 95.66999816894531, + 96.3499984741211, + 92.97000122070312, + 93.43000030517578, + 98.19999694824219, + 100.0199966430664, + 100.52999877929688, + 100.01000213623047, + 96.48999786376953, + 97.33000183105469, + 94.01000213623047, + 94.80999755859375, + 93.5199966430664, + 94.80999755859375, + 96.19000244140625, + 97.86000061035156, + 96.76000213623047, + 98.94000244140625, + 97.77999877929688, + 101.7300033569336, + 101.5, + 104.5999984741211, + 111.02999877929688, + 112.87999725341797, + 114.41999816894531, + 115.27999877929688, + 115.30999755859375, + 116.0, + 120.55000305175781, + 120.12999725341797, + 119.01000213623047, + 120.19000244140625, + 120.31999969482422, + 119.06999969482422, + 117.29000091552734, + 116.62000274658203, + 113.48999786376953, + 114.4000015258789, + 119.38999938964844, + 118.5999984741211, + 120.55999755859375, + 125.41000366210938, + 125.3499984741211, + 125.44000244140625, + 128.1999969482422, + 129.3000030517578, + 127.45999908447266, + 128.80999755859375, + 126.87000274658203, + 128.91000366210938, + 133.99000549316406, + 131.11000061035156, + 131.50999450683594, + 122.68000030517578, + 128.17999267578125, + 130.13999938964844, + 130.4199981689453, + 130.83999633789062, + 129.1999969482422, + 128.55999755859375, + 129.07000732421875, + 132.64999389648438, + 128.00999450683594, + 129.10000610351562, + 125.16999816894531, + 119.5, + 121.9800033569336, + 124.05000305175781, + 120.31999969482422, + 114.2300033569336, + 113.7699966430664, + 112.29000091552734, + 109.56999969482422, + 118.9000015258789, + 118.08999633789062, + 117.19000244140625, + 120.12999725341797, + 127.4000015258789, + 129.89999389648438, + 132.7899932861328, + 139.8000030517578, + 143.22000122070312, + 149.02999877929688, + 146.88999938964844, + 154.94000244140625, + 161.47000122070312, + 160.64999389648438, + 163.58999633789062, + 166.25, + 163.33999633789062, + 162.47999572753906, + 163.89999389648438, + 159.3000030517578, + 158.24000549316406, + 159.27999877929688, + 163.3000030517578, + 161.0, + 160.1699981689453, + 156.99000549316406, + 162.52999877929688, + 156.4600067138672, + 153.74000549316406, + 157.10000610351562, + 157.30999755859375, + 156.74000549316406, + 156.1199951171875, + 159.69000244140625, + 168.0500030517578, + 172.19000244140625, + 177.7899932861328, + 176.1199951171875, + 169.8300018310547, + 166.97999572753906, + 170.5, + 167.4600067138672, + 159.41000366210938, + 159.52000427246094, + 154.58999633789062, + 149.82000732421875, + 148.07000732421875, + 147.83999633789062, + 142.49000549316406, + 134.5800018310547, + 133.6699981689453, + 128.5399932861328, + 129.49000549316406, + 132.1699981689453, + 127.45999908447266, + 122.87999725341797, + 128.16000366210938, + 126.86000061035156, + 128.2899932861328, + 131.97999572753906, + 135.0, + 133.9499969482422, + 132.99000549316406, + 138.6699981689453, + 136.94000244140625, + 132.38999938964844, + 138.02000427246094, + 141.7899932861328, + 142.35000610351562, + 139.19000244140625, + 141.05999755859375, + 141.08999633789062, + 144.9600067138672, + 145.97000122070312, + 144.52000427246094, + 146.77000427246094, + 149.50999450683594, + 153.07000732421875, + 154.25, + 155.36000061035156, + 160.08999633789062, + 158.97000122070312, + 156.16000366210938, + 155.2100067138672, + 160.72000122070312, + 171.0, + 176.63999938964844, + 178.14999389648438, + 175.1199951171875, + 173.52999877929688, + 172.36000061035156, + 176.22999572753906, + 174.63999938964844, + 168.38999938964844, + 167.39999389648438, + 161.22000122070312, + 156.89999389648438, + 157.52000427246094, + 159.35000610351562, + 155.36000061035156, + 150.47000122070312, + 148.47999572753906, + 141.44000244140625, + 140.6699981689453, + 144.2100067138672, + 140.91000366210938, + 142.19000244140625, + 144.60000610351562, + 145.7899932861328, + 148.52999877929688, + 150.05999755859375, + 153.60000610351562, + 150.7899932861328, + 150.80999755859375, + 155.58999633789062, + 155.0800018310547, + 154.36000061035156, + 159.05999755859375, + 163.77000427246094, + 161.77000427246094, + 166.82000732421875, + 174.1699981689453, + 172.57000732421875, + 171.02000427246094, + 168.8699951171875, + 166.19000244140625, + 170.8800048828125, + 175.97000122070312, + 169.6199951171875, + 167.49000549316406, + 164.8300018310547, + 167.44000244140625, + 167.92999267578125, + 172.47000122070312, + 174.0, + 176.60000610351562, + 173.22000122070312, + 172.47999572753906, + 169.92999267578125, + 173.85000610351562, + 176.0500030517578, + 175.1300048828125, + 176.1699981689453, + 175.14999389648438, + 175.38999938964844, + 179.52999877929688, + 181.08999633789062, + 184.41000366210938, + 186.9600067138672, + 187.14999389648438, + 183.36000061035156, + 182.1199951171875, + 176.41000366210938, + 179.39999389648438, + 177.55999755859375, + 176.49000549316406, + 174.02000427246094, + 174.5399932861328, + 172.14999389648438, + 177.97999572753906, + 175.9199981689453, + 175.39999389648438, + 172.08999633789062, + 168.67999267578125, + 161.67999267578125, + 160.5, + 159.39999389648438, + 158.83999633789062, + 164.0399932861328, + 161.4199981689453, + 161.63999938964844, + 167.1199951171875, + 163.2100067138672, + 164.97000122070312, + 167.5800018310547, + 168.14999389648438, + 170.61000061035156, + 179.9600067138672, + 182.77000427246094, + 182.8699951171875, + 188.82000732421875, + 196.00999450683594, + 200.3699951171875, + 202.4600067138672, + 208.85000610351562, + 206.72000122070312, + 215.36000061035156, + 213.8000030517578, + 211.83999633789062, + 223.11000061035156, + 217.47999572753906, + 208.35000610351562, + 202.33999633789062, + 196.13999938964844, + 191.97999572753906, + 193.60000610351562, + 185.60000610351562, + 181.22000122070312, + 181.27999877929688, + 171.0, + 170.1300048828125, + 167.3800048828125, + 163.77000427246094, + 167.3699951171875, + 166.16000366210938, + 158.3000030517578, + 156.60000610351562, + 170.63999938964844, + 171.63999938964844, + 172.50999450683594, + 171.3000030517578, + 171.9499969482422, + 172.6999969482422, + 170.11000061035156, + 173.52000427246094, + 179.02000427246094, + 171.9199981689453, + 174.0, + 176.10000610351562, + 180.91000366210938, + 181.5, + 188.36000061035156, + 189.38999938964844, + 181.00999450683594, + 183.99000549316406, + 188.05999755859375, + 192.1199951171875, + 191.52999877929688, + 189.86000061035156, + 189.1300048828125, + 193.07000732421875, + 192.0500030517578, + 198.22000122070312, + 199.1699981689453, + 198.4600067138672, + 191.74000549316406, + 185.07000732421875, + 183.36000061035156, + 184.6699981689453, + 187.24000549316406, + 188.80999755859375, + 186.55999755859375, + 184.3699951171875, + 182.14999389648438, + 187.08999633789062, + 189.3300018310547, + 191.67999267578125, + 192.22000122070312, + 192.77000427246094, + 189.88999938964844, + 189.7100067138672, + 197.0, + 194.16000366210938, + 198.80999755859375, + 196.30999755859375, + 195.05999755859375, + 182.94000244140625, + 184.9499969482422, + 182.3800048828125, + 185.33999633789062, + 185.47999572753906, + 176.9600067138672, + 177.5399932861328, + 176.3300018310547, + 182.94000244140625, + 182.30999755859375, + 183.22999572753906, + 188.83999633789062, + 184.92999267578125, + 183.0, + 179.7100067138672, + 186.3000030517578, + 194.1999969482422, + 203.22000122070312, + 205.25, + 204.5500030517578, + 205.6300048828125, + 209.33999633789062, + 216.38999938964844, + 212.1300048828125, + 213.72999572753906, + 212.55999755859375, + 209.05999755859375, + 219.1699981689453, + 217.24000549316406, + 220.0800018310547, + 223.33999633789062, + 232.60000610351562, + 233.35000610351562, + 231.61000061035156, + 226.10000610351562, + 226.3300018310547, + 226.32000732421875, + 226.47999572753906, + 223.9199981689453, + 224.69000244140625, + 227.16000366210938, + 230.89999389648438, + 229.77999877929688, + 234.77000427246094, + 225.08999633789062, + 224.67999267578125, + 222.52000427246094, + 218.97000122070312, + 219.80999755859375, + 212.0, + 208.72999572753906, + 209.91000366210938, + 207.5800018310547, + 211.27000427246094, + 211.22999572753906, + 201.92999267578125, + 191.57000732421875, + 183.75, + 178.5399932861328, + 174.63999938964844, + 175.33999633789062, + 174.75999450683594, + 178.3699951171875, + 182.8300018310547, + 185.25999450683594, + 193.1199951171875, + 193.35000610351562, + 200.89999389648438, + 199.3699951171875, + 199.02000427246094, + 195.39999389648438, + 197.58999633789062, + 200.7100067138672, + 207.61000061035156, + 215.05999755859375, + 221.3699951171875, + 225.63999938964844, + 223.92999267578125, + 219.9499969482422, + 214.52999877929688, + 205.5800018310547, + 203.6999969482422, + 202.5399932861328, + 204.47999572753906, + 201.88999938964844, + 202.57000732421875, + 210.57000732421875, + 219.8699951171875, + 222.3300018310547, + 219.25, + 214.9499969482422, + 210.72000122070312, + 211.1300048828125, + 212.3800048828125, + 214.86000061035156, + 215.92999267578125, + 223.02999877929688, + 224.8300018310547, + 220.9600067138672, + 215.35000610351562, + 211.33999633789062, + 204.6199951171875, + 194.85000610351562, + 188.1999969482422, + 188.3300018310547, + 190.47999572753906, + 187.9199981689453, + 188.1699981689453, + 189.25999450683594, + 189.13999938964844, + 188.97999572753906, + 195.36000061035156, + 199.47999572753906, + 195.13999938964844, + 196.27999877929688, + 198.1699981689453, + 200.17999267578125, + 206.27000427246094, + 205.22000122070312, + 206.6300048828125, + 211.42999267578125, + 218.3300018310547, + 218.2899932861328, + 222.69000244140625, + 228.77999877929688, + 231.4600067138672, + 232.7100067138672, + 233.44000244140625, + 234.64999389648438, + 237.44000244140625, + 231.33999633789062, + 234.4499969482422, + 233.77999877929688, + 230.50999450683594, + 231.16000366210938, + 233.6300048828125, + 233.47000122070312, + 230.82000732421875, + 228.83999633789062, + 228.3800048828125, + 228.94000244140625, + 230.4199981689453, + 233.99000549316406, + 228.52000427246094, + 231.5399932861328, + 228.32000732421875, + 224.52999877929688, + 226.22999572753906, + 236.83999633789062, + 233.1199951171875, + 233.57000732421875, + 234.39999389648438, + 235.10000610351562, + 230.77000427246094, + 230.22999572753906, + 228.2899932861328, + 227.2100067138672, + 220.91000366210938, + 216.75, + 212.22000122070312, + 216.05999755859375, + 212.32000732421875, + 211.5, + 209.3000030517578, + 207.63999938964844, + 210.1300048828125, + 213.8300018310547, + 216.6300048828125, + 220.1199951171875, + 219.5, + 225.4600067138672, + 222.13999938964844, + 227.50999450683594, + 234.67999267578125, + 243.14999389648438, + 253.82000732421875, + 252.6699981689453, + 256.9100036621094, + 255.77999877929688, + 254.8800048828125, + 259.17999267578125, + 265.30999755859375, + 265.2699890136719, + 268.25, + 266.29998779296875, + 267.5400085449219, + 277.4599914550781, + 275.05999755859375, + 272.55999755859375, + 269.44000244140625, + 269.8900146484375, + 269.6400146484375, + 266.94000244140625, + 264.739990234375, + 261.8599853515625, + 264.1600036621094, + 266.2099914550781, + 265.45001220703125, + 266.04998779296875, + 265.9200134277344, + 260.7799987792969, + 261.7099914550781, + 258.7799987792969, + 254.0, + 242.38999938964844, + 246.52999877929688, + 248.14999389648438, + 252.11000061035156, + 259.989990234375, + 262.8500061035156, + 259.8800048828125, + 264.07000732421875, + 272.1000061035156, + 269.7099914550781, + 269.44000244140625, + 274.0799865722656, + 281.42999267578125, + 282.17999267578125, + 276.17999267578125, + 279.80999755859375, + 280.94000244140625, + 280.5299987792969, + 286.04998779296875, + 293.489990234375, + 298.7699890136719, + 299.7799987792969, + 297.04998779296875, + 288.79998779296875, + 287.489990234375, + 289.510009765625, + 287.0199890136719, + 283.0799865722656, + 280.6600036621094, + 281.6400146484375, + 277.0899963378906, + 275.3399963378906, + 266.5899963378906, + 274.54998779296875, + 272.0400085449219, + 267.75, + 267.25, + 264.5, + 268.2300109863281, + 272.4700012207031, + 274.5, + 272.6700134277344, + 276.6000061035156, + 280.0299987792969, + 277.1700134277344, + 272.94000244140625, + 274.8800048828125, + 275.70001220703125, + 275.3999938964844, + 270.6099853515625, + 269.0799865722656, + 266.7799987792969, + 271.2099914550781, + 275.42999267578125, + 276.989990234375, + 282.17999267578125, + 273.1499938964844, + 270.2799987792969, + 262.510009765625, + 262.9100036621094, + 267.9599914550781, + 269.30999755859375, + 266.57000732421875, + 266.57000732421875, + 271.0199890136719, + 273.9800109863281, + 268.80999755859375, + 272.239990234375, + 278.8299865722656, + 285.739990234375, + 295.2099914550781, + 298.4700012207031, + 303.20001220703125, + 304.70001220703125, + 311.6400146484375, + 310.989990234375, + 311.6000061035156, + 313.739990234375, + 316.05999755859375, + 323.42999267578125, + 328.0400085449219, + 333.04998779296875, + 329.05999755859375, + 330.95001220703125, + 328.6499938964844, + 330.04998779296875, + 329.0199890136719, + 330.6700134277344, + 328.2300109863281, + 325.3399963378906, + 325.2300109863281, + 318.3699951171875, + 317.2900085449219, + 315.6099853515625, + 312.70001220703125, + 311.79998779296875, + 313.7200012207031, + 320.6000061035156, + 312.7300109863281, + 311.7200012207031, + 308.4800109863281, + 308.4800109863281, + 313.1499938964844, + 312.739990234375, + 315.1000061035156, + 321.70001220703125, + 326.4200134277344, + 322.8699951171875, + 324.5, + 330.3500061035156, + 331.2200012207031, + 333.3999938964844, + 331.82000732421875, + 329.7699890136719 + ], + "strengths": [ + -0.13857150077819824, + -0.23197805881500244, + 0.24000000953674316, + 0.75, + 0.559999942779541, + 0.6100000143051147, + 1.0799999237060547, + 1.0199999809265137, + 0.7899999618530273, + 1.0699999332427979, + 1.3499999046325684, + 1.8999998569488525, + 2.3499999046325684, + 2.9499998092651367, + 3.2599997520446777, + 2.989999771118164, + 3.2300000190734863, + 3.559999942779541, + 3.9499998092651367, + 4.019999980926514, + 4.079999923706055, + 4.579999923706055, + 4.960000038146973, + 5.590000152587891, + 6.230000019073486, + 6.579999923706055, + 6.920000076293945, + 6.880000114440918, + 6.869999885559082, + 6.960000038146973, + 7.359999656677246, + 7.409999847412109, + 7.649999618530273, + 7.899999618530273, + 7.829999923706055, + 8.1899995803833, + 8.510000228881836, + 8.649999618530273, + 8.479999542236328, + 8.380000114440918, + 8.539999961853027, + 8.859999656677246, + 9.229999542236328, + 9.34000015258789, + 9.600000381469727, + 9.989999771118164, + 9.930000305175781, + 10.069999694824219, + 10.449999809265137, + 10.769999504089355, + 10.850000381469727, + 11.25, + 11.430000305175781, + 11.3100004196167, + 11.470000267028809, + 11.75, + 12.239999771118164, + 12.369999885559082, + 12.460000038146973, + 13.079999923706055, + 13.699999809265137, + 13.569999694824219, + 13.829999923706055, + 13.84000015258789, + 14.260000228881836, + 14.239999771118164, + 14.109999656677246, + 14.010000228881836, + 14.220000267028809, + 14.65999984741211, + 15.249999046325684, + 15.660000801086426, + 16.509998321533203, + 16.75, + 16.830001831054688, + 16.84000015258789, + 16.849998474121094, + 16.15999984741211, + 15.949999809265137, + 16.540000915527344, + 17.06999969482422, + 17.919998168945312, + 17.979999542236328, + 19.060001373291016, + 19.419998168945312, + 19.610000610351562, + 19.580001831054688, + 19.279998779296875, + 19.630001068115234, + 19.790000915527344, + 20.419998168945312, + 20.060001373291016, + 20.990001678466797, + 22.220001220703125, + 22.119998931884766, + 22.349998474121094, + 22.740001678466797, + 22.439998626708984, + 22.869998931884766, + 22.330001831054688, + 22.369998931884766, + 22.15999984741211, + 22.630001068115234, + 22.56999969482422, + 22.380001068115234, + 22.529998779296875, + 22.669998168945312, + 22.689998626708984, + 23.220001220703125, + 23.389999389648438, + 23.290000915527344, + 23.959999084472656, + 24.119998931884766, + 25.15999984741211, + 25.34000015258789, + 25.31999969482422, + 25.81999969482422, + 25.560001373291016, + 25.639999389648438, + 25.740001678466797, + 25.610000610351562, + 25.610000610351562, + 25.25, + 25.25, + 25.419998168945312, + 25.779998779296875, + 25.610000610351562, + 26.470001220703125, + 27.049999237060547, + 27.979999542236328, + 28.810001373291016, + 29.810001373291016, + 30.470001220703125, + 31.19000244140625, + 32.29999923706055, + 32.86000061035156, + 33.70000076293945, + 35.540000915527344, + 35.85000228881836, + 36.209999084472656, + 36.2400016784668, + 37.17000198364258, + 37.34000015258789, + 37.13999938964844, + 36.92000198364258, + 36.77000045776367, + 37.630001068115234, + 35.36000061035156, + 36.27000045776367, + 35.36000061035156, + 35.76000213623047, + 35.61000061035156, + 35.810001373291016, + 35.95000076293945, + 35.9900016784668, + 36.40999984741211, + 37.35000228881836, + 37.900001525878906, + 37.67000198364258, + 37.28000259399414, + 38.15999984741211, + 37.37000274658203, + 37.60000228881836, + 38.5, + 38.65999984741211, + 38.92000198364258, + 39.18000030517578, + 38.560001373291016, + 38.53000259399414, + 38.790000915527344, + 38.92000198364258, + 39.69000244140625, + 40.47999954223633, + 40.35000228881836, + 40.28000259399414, + 41.31999969482422, + 40.95000076293945, + 41.37000274658203, + 42.130001068115234, + 43.15999984741211, + 44.70000076293945, + 45.35000228881836, + 46.13999938964844, + 45.86000061035156, + 46.18000030517578, + 46.36000061035156, + 46.47999954223633, + 48.62000274658203, + 48.47999954223633, + 50.20000076293945, + 53.11000061035156, + 52.4900016784668, + 51.380001068115234, + 50.130001068115234, + 50.45000076293945, + 52.27000045776367, + 53.06999969482422, + 52.540000915527344, + 50.720001220703125, + 50.62000274658203, + 51.93000030517578, + 53.630001068115234, + 51.08000183105469, + 52.11000061035156, + 52.10000228881836, + 56.03000259399414, + 55.22999954223633, + 54.900001525878906, + 54.130001068115234, + 56.85000228881836, + 57.970001220703125, + 60.33000183105469, + 59.290000915527344, + 57.17000198364258, + 57.37000274658203, + 57.810001373291016, + 57.45000076293945, + 54.56999969482422, + 55.150001525878906, + 56.02000045776367, + 56.2400016784668, + 54.68000030517578, + 50.42000198364258, + 50.209999084472656, + 49.76000213623047, + 48.92000198364258, + 49.43000030517578, + 48.69000244140625, + 49.15999984741211, + 50.720001220703125, + 50.54999923706055, + 50.69000244140625, + 51.77000045776367, + 53.68000030517578, + 54.310001373291016, + 57.63999938964844, + 58.70000076293945, + 61.67000198364258, + 62.910003662109375, + 62.959999084472656, + 64.31999969482422, + 65.05000305175781, + 65.37999725341797, + 66.62000274658203, + 65.81999969482422, + 64.27999877929688, + 65.5, + 64.52000427246094, + 65.52000427246094, + 65.54000091552734, + 64.54000091552734, + 63.98999786376953, + 63.77000427246094, + 64.05000305175781, + 64.11000061035156, + 64.77000427246094, + 64.20000457763672, + 66.31999969482422, + 66.5, + 68.94000244140625, + 69.73999786376953, + 69.62000274658203, + 68.4800033569336, + 69.87999725341797, + 71.22000122070312, + 74.16000366210938, + 73.81999969482422, + 73.9800033569336, + 75.76000213623047, + 76.48999786376953, + 74.41000366210938, + 74.62999725341797, + 74.33000183105469, + 73.80999755859375, + 72.93000030517578, + 73.7300033569336, + 73.02000427246094, + 73.51000213623047, + 71.59000396728516, + 70.66000366210938, + 70.0, + 67.77999877929688, + 69.83000183105469, + 71.3499984741211, + 72.61000061035156, + 70.19000244140625, + 71.95999908447266, + 73.01000213623047, + 74.45000457763672, + 75.63999938964844, + 74.87000274658203, + 74.72000122070312, + 75.70999908447266, + 75.08000183105469, + 77.12000274658203, + 77.30000305175781, + 79.16999816894531, + 80.5999984741211, + 80.01000213623047, + 78.86000061035156, + 78.38999938964844, + 76.02999877929688, + 75.26000213623047, + 75.13999938964844, + 75.93000030517578, + 79.91999816894531, + 79.95000457763672, + 79.87999725341797, + 74.80999755859375, + 75.97000122070312, + 73.02999877929688, + 75.84000396728516, + 81.06999969482422, + 84.27999877929688, + 87.08000183105469, + 89.6500015258789, + 89.93000030517578, + 89.16999816894531, + 89.12000274658203, + 86.91000366210938, + 87.34000396728516, + 87.61000061035156, + 86.8499984741211, + 90.80999755859375, + 89.63999938964844, + 84.95999908447266, + 85.52999877929688, + 87.37000274658203, + 84.55999755859375, + 86.34000396728516, + 89.04000091552734, + 86.91999816894531, + 87.02999877929688, + 90.6500015258789, + 94.3499984741211, + 94.68000030517578, + 91.12999725341797, + 91.36000061035156, + 93.08000183105469, + 91.66000366210938, + 85.75, + 87.3499984741211, + 92.4800033569336, + 89.29000091552734, + 90.19000244140625, + 90.87000274658203, + 90.4800033569336, + 88.68000030517578, + 88.20999908447266, + 91.20000457763672, + 94.33000183105469, + 93.83000183105469, + 93.37999725341797, + 94.45999908447266, + 95.13999938964844, + 91.76000213623047, + 92.22000122070312, + 96.98999786376953, + 98.80999755859375, + 99.31999969482422, + 98.80000305175781, + 95.27999877929688, + 96.12000274658203, + 92.80000305175781, + 93.5999984741211, + 92.30999755859375, + 93.5999984741211, + 94.9800033569336, + 96.6500015258789, + 95.55000305175781, + 97.7300033569336, + 96.56999969482422, + 100.52000427246094, + 100.29000091552734, + 103.38999938964844, + 109.81999969482422, + 111.66999816894531, + 113.20999908447266, + 114.06999969482422, + 114.0999984741211, + 114.79000091552734, + 119.34000396728516, + 118.91999816894531, + 117.80000305175781, + 118.9800033569336, + 119.11000061035156, + 117.86000061035156, + 116.08000183105469, + 115.41000366210938, + 112.27999877929688, + 113.19000244140625, + 118.18000030517578, + 117.38999938964844, + 119.3499984741211, + 124.20000457763672, + 124.13999938964844, + 124.2300033569336, + 126.98999786376953, + 128.08999633789062, + 126.25, + 127.5999984741211, + 125.66000366210938, + 127.70000457763672, + 132.77999877929688, + 129.89999389648438, + 130.29998779296875, + 121.47000122070312, + 126.9699935913086, + 128.92999267578125, + 129.20999145507812, + 129.62998962402344, + 127.98999786376953, + 127.3499984741211, + 127.8600082397461, + 131.4399871826172, + 126.79999542236328, + 127.89000701904297, + 123.95999908447266, + 118.29000091552734, + 120.77000427246094, + 122.84000396728516, + 119.11000061035156, + 113.02000427246094, + 112.55999755859375, + 111.08000183105469, + 108.36000061035156, + 117.69000244140625, + 116.87999725341797, + 115.9800033569336, + 118.91999816894531, + 126.19000244140625, + 128.6899871826172, + 131.57998657226562, + 138.58999633789062, + 142.00999450683594, + 147.8199920654297, + 145.67999267578125, + 153.72999572753906, + 160.25999450683594, + 159.4399871826172, + 162.37998962402344, + 165.0399932861328, + 162.12998962402344, + 161.26998901367188, + 162.6899871826172, + 158.08999633789062, + 157.02999877929688, + 158.0699920654297, + 162.08999633789062, + 159.7899932861328, + 158.95999145507812, + 155.77999877929688, + 161.3199920654297, + 155.25, + 152.52999877929688, + 155.88999938964844, + 156.09999084472656, + 155.52999877929688, + 154.9099884033203, + 158.47999572753906, + 166.83999633789062, + 170.97999572753906, + 176.57998657226562, + 174.9099884033203, + 168.6199951171875, + 165.76998901367188, + 169.2899932861328, + 166.25, + 158.1999969482422, + 158.30999755859375, + 153.37998962402344, + 148.61000061035156, + 146.86000061035156, + 146.62998962402344, + 141.27999877929688, + 133.3699951171875, + 132.45999145507812, + 127.32999420166016, + 128.27999877929688, + 130.95999145507812, + 126.25, + 121.66999816894531, + 126.95000457763672, + 125.6500015258789, + 127.07999420166016, + 130.76998901367188, + 133.7899932861328, + 132.739990234375, + 131.77999877929688, + 137.45999145507812, + 135.72999572753906, + 131.17999267578125, + 136.80999755859375, + 140.57998657226562, + 141.13999938964844, + 137.97999572753906, + 139.84999084472656, + 139.87998962402344, + 143.75, + 144.75999450683594, + 143.30999755859375, + 145.55999755859375, + 148.29998779296875, + 151.86000061035156, + 153.0399932861328, + 154.14999389648438, + 158.87998962402344, + 157.75999450683594, + 154.9499969482422, + 154.0, + 159.50999450683594, + 169.7899932861328, + 175.42999267578125, + 176.9399871826172, + 173.9099884033203, + 172.3199920654297, + 171.14999389648438, + 175.01998901367188, + 173.42999267578125, + 167.17999267578125, + 166.1899871826172, + 160.00999450683594, + 155.6899871826172, + 156.30999755859375, + 158.13999938964844, + 154.14999389648438, + 149.25999450683594, + 147.26998901367188, + 140.22999572753906, + 139.45999145507812, + 143.0, + 139.6999969482422, + 140.97999572753906, + 143.38999938964844, + 144.57998657226562, + 147.3199920654297, + 148.84999084472656, + 152.38999938964844, + 149.57998657226562, + 149.59999084472656, + 154.37998962402344, + 153.8699951171875, + 153.14999389648438, + 157.84999084472656, + 162.55999755859375, + 160.55999755859375, + 165.61000061035156, + 172.95999145507812, + 171.36000061035156, + 169.80999755859375, + 167.6599884033203, + 164.97999572753906, + 169.6699981689453, + 174.75999450683594, + 168.4099884033203, + 166.27999877929688, + 163.6199951171875, + 166.22999572753906, + 166.71998596191406, + 171.25999450683594, + 172.7899932861328, + 175.38999938964844, + 172.00999450683594, + 171.26998901367188, + 168.71998596191406, + 172.63999938964844, + 174.83999633789062, + 173.9199981689453, + 174.95999145507812, + 173.9399871826172, + 174.17999267578125, + 178.3199920654297, + 179.87998962402344, + 183.1999969482422, + 185.75, + 185.9399871826172, + 182.14999389648438, + 180.9099884033203, + 175.1999969482422, + 178.1899871826172, + 176.34999084472656, + 175.27999877929688, + 172.80999755859375, + 173.32998657226562, + 170.9399871826172, + 176.76998901367188, + 174.70999145507812, + 174.1899871826172, + 170.87998962402344, + 167.46998596191406, + 160.46998596191406, + 159.2899932861328, + 158.1899871826172, + 157.62998962402344, + 162.82998657226562, + 160.20999145507812, + 160.42999267578125, + 165.9099884033203, + 162.0, + 163.75999450683594, + 166.3699951171875, + 166.9399871826172, + 169.39999389648438, + 178.75, + 181.55999755859375, + 181.6599884033203, + 187.61000061035156, + 194.79998779296875, + 199.1599884033203, + 201.25, + 207.63999938964844, + 205.50999450683594, + 214.14999389648438, + 212.58999633789062, + 210.62998962402344, + 221.89999389648438, + 216.26998901367188, + 207.13999938964844, + 201.12998962402344, + 194.92999267578125, + 190.76998901367188, + 192.38999938964844, + 184.38999938964844, + 180.00999450683594, + 180.0699920654297, + 169.7899932861328, + 168.9199981689453, + 166.1699981689453, + 162.55999755859375, + 166.1599884033203, + 164.9499969482422, + 157.08999633789062, + 155.38999938964844, + 169.42999267578125, + 170.42999267578125, + 171.29998779296875, + 170.08999633789062, + 170.739990234375, + 171.489990234375, + 168.89999389648438, + 172.30999755859375, + 177.80999755859375, + 170.70999145507812, + 172.7899932861328, + 174.88999938964844, + 179.6999969482422, + 180.2899932861328, + 187.14999389648438, + 188.17999267578125, + 179.79998779296875, + 182.77999877929688, + 186.84999084472656, + 190.9099884033203, + 190.3199920654297, + 188.64999389648438, + 187.9199981689453, + 191.86000061035156, + 190.83999633789062, + 197.00999450683594, + 197.95999145507812, + 197.25, + 190.52999877929688, + 183.86000061035156, + 182.14999389648438, + 183.45999145507812, + 186.02999877929688, + 187.59999084472656, + 185.34999084472656, + 183.1599884033203, + 180.9399871826172, + 185.87998962402344, + 188.1199951171875, + 190.46998596191406, + 191.00999450683594, + 191.55999755859375, + 188.67999267578125, + 188.5, + 195.7899932861328, + 192.9499969482422, + 197.59999084472656, + 195.09999084472656, + 193.84999084472656, + 181.72999572753906, + 183.739990234375, + 181.1699981689453, + 184.12998962402344, + 184.26998901367188, + 175.75, + 176.32998657226562, + 175.1199951171875, + 181.72999572753906, + 181.09999084472656, + 182.01998901367188, + 187.62998962402344, + 183.71998596191406, + 181.7899932861328, + 178.5, + 185.08999633789062, + 192.989990234375, + 202.00999450683594, + 204.0399932861328, + 203.33999633789062, + 204.4199981689453, + 208.12998962402344, + 215.17999267578125, + 210.9199981689453, + 212.51998901367188, + 211.34999084472656, + 207.84999084472656, + 217.95999145507812, + 216.02999877929688, + 218.8699951171875, + 222.12998962402344, + 231.38999938964844, + 232.13999938964844, + 230.39999389648438, + 224.88999938964844, + 225.1199951171875, + 225.11000061035156, + 225.26998901367188, + 222.70999145507812, + 223.47999572753906, + 225.9499969482422, + 229.6899871826172, + 228.5699920654297, + 233.55999755859375, + 223.87998962402344, + 223.46998596191406, + 221.30999755859375, + 217.75999450683594, + 218.59999084472656, + 210.7899932861328, + 207.51998901367188, + 208.6999969482422, + 206.3699951171875, + 210.05999755859375, + 210.01998901367188, + 200.71998596191406, + 190.36000061035156, + 182.5399932861328, + 177.32998657226562, + 173.42999267578125, + 174.12998962402344, + 173.54998779296875, + 177.1599884033203, + 181.6199951171875, + 184.04998779296875, + 191.9099884033203, + 192.13999938964844, + 199.6899871826172, + 198.1599884033203, + 197.80999755859375, + 194.1899871826172, + 196.37998962402344, + 199.5, + 206.39999389648438, + 213.84999084472656, + 220.1599884033203, + 224.42999267578125, + 222.71998596191406, + 218.739990234375, + 213.3199920654297, + 204.3699951171875, + 202.489990234375, + 201.32998657226562, + 203.26998901367188, + 200.67999267578125, + 201.36000061035156, + 209.36000061035156, + 218.6599884033203, + 221.1199951171875, + 218.0399932861328, + 213.739990234375, + 209.50999450683594, + 209.9199981689453, + 211.1699981689453, + 213.64999389648438, + 214.71998596191406, + 221.8199920654297, + 223.6199951171875, + 219.75, + 214.13999938964844, + 210.12998962402344, + 203.4099884033203, + 193.63999938964844, + 186.989990234375, + 187.1199951171875, + 189.26998901367188, + 186.70999145507812, + 186.95999145507812, + 188.04998779296875, + 187.92999267578125, + 187.76998901367188, + 194.14999389648438, + 198.26998901367188, + 193.92999267578125, + 195.0699920654297, + 196.95999145507812, + 198.96998596191406, + 205.05999755859375, + 204.00999450683594, + 205.4199981689453, + 210.21998596191406, + 217.1199951171875, + 217.07998657226562, + 221.47999572753906, + 227.5699920654297, + 230.25, + 231.5, + 232.22999572753906, + 233.4399871826172, + 236.22999572753906, + 230.12998962402344, + 233.239990234375, + 232.5699920654297, + 229.29998779296875, + 229.9499969482422, + 232.4199981689453, + 232.25999450683594, + 229.61000061035156, + 227.62998962402344, + 227.1699981689453, + 227.72999572753906, + 229.20999145507812, + 232.77999877929688, + 227.30999755859375, + 230.32998657226562, + 227.11000061035156, + 223.3199920654297, + 225.01998901367188, + 235.62998962402344, + 231.9099884033203, + 232.36000061035156, + 233.1899871826172, + 233.88999938964844, + 229.55999755859375, + 229.01998901367188, + 227.07998657226562, + 226.0, + 219.6999969482422, + 215.5399932861328, + 211.00999450683594, + 214.84999084472656, + 211.11000061035156, + 210.2899932861328, + 208.08999633789062, + 206.42999267578125, + 208.9199981689453, + 212.6199951171875, + 215.4199981689453, + 218.9099884033203, + 218.2899932861328, + 224.25, + 220.92999267578125, + 226.29998779296875, + 233.46998596191406, + 241.9399871826172, + 252.61000061035156, + 251.45999145507812, + 255.6999969482422, + 254.5699920654297, + 253.6699981689453, + 257.9700012207031, + 264.1000061035156, + 264.05999755859375, + 267.0400085449219, + 265.0899963378906, + 266.33001708984375, + 276.25, + 273.8500061035156, + 271.3500061035156, + 268.2300109863281, + 268.6800231933594, + 268.4300231933594, + 265.7300109863281, + 263.5299987792969, + 260.6499938964844, + 262.95001220703125, + 265.0, + 264.2400207519531, + 264.8399963378906, + 264.71002197265625, + 259.57000732421875, + 260.5, + 257.57000732421875, + 252.7899932861328, + 241.17999267578125, + 245.3199920654297, + 246.9399871826172, + 250.89999389648438, + 258.7799987792969, + 261.6400146484375, + 258.6700134277344, + 262.8600158691406, + 270.8900146484375, + 268.5, + 268.2300109863281, + 272.8699951171875, + 280.2200012207031, + 280.9700012207031, + 274.9700012207031, + 278.6000061035156, + 279.7300109863281, + 279.32000732421875, + 284.8399963378906, + 292.2799987792969, + 297.55999755859375, + 298.57000732421875, + 295.8399963378906, + 287.5899963378906, + 286.2799987792969, + 288.3000183105469, + 285.80999755859375, + 281.8699951171875, + 279.45001220703125, + 280.4300231933594, + 275.8800048828125, + 274.1300048828125, + 265.3800048828125, + 273.3399963378906, + 270.83001708984375, + 266.5400085449219, + 266.0400085449219, + 263.2900085449219, + 267.02001953125, + 271.260009765625, + 273.2900085449219, + 271.46002197265625, + 275.3900146484375, + 278.82000732421875, + 275.96002197265625, + 271.7300109863281, + 273.6700134277344, + 274.4900207519531, + 274.19000244140625, + 269.3999938964844, + 267.8699951171875, + 265.57000732421875, + 270.0, + 274.2200012207031, + 275.7799987792969, + 280.9700012207031, + 271.94000244140625, + 269.07000732421875, + 261.3000183105469, + 261.70001220703125, + 266.75, + 268.1000061035156, + 265.3600158691406, + 265.3600158691406, + 269.80999755859375, + 272.77001953125, + 267.6000061035156, + 271.0299987792969, + 277.6199951171875, + 284.5299987792969, + 294.0, + 297.260009765625, + 301.9900207519531, + 303.4900207519531, + 310.4300231933594, + 309.7799987792969, + 310.3900146484375, + 312.5299987792969, + 314.8500061035156, + 322.2200012207031, + 326.83001708984375, + 331.8399963378906, + 327.8500061035156, + 329.7400207519531, + 327.44000244140625, + 328.8399963378906, + 327.80999755859375, + 329.46002197265625, + 327.02001953125, + 324.1300048828125, + 324.02001953125, + 317.1600036621094, + 316.08001708984375, + 314.3999938964844, + 311.4900207519531, + 310.5899963378906, + 312.510009765625, + 319.3900146484375, + 311.52001953125, + 310.510009765625, + 307.27001953125, + 307.27001953125, + 311.94000244140625, + 311.5299987792969, + 313.8900146484375, + 320.4900207519531, + 325.21002197265625, + 321.6600036621094, + 323.2900085449219, + 329.1400146484375, + 330.010009765625, + 332.19000244140625, + 330.6100158691406, + 328.55999755859375 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 6.869810749776661e-05, + 0.0001337121066171676, + 2.0888601284241304e-06, + 1.0593022125249263e-05, + 1.2663446796068456e-05, + 1.3274033335619606e-05, + 1.307104503212031e-05, + 1.2740162674163003e-05, + 1.2230206266394816e-05, + 1.163325214292854e-05, + 1.0936559192487039e-05, + 1.026480913424166e-05, + 9.620745913707651e-06, + 9.072306056623347e-06, + 8.661652827868238e-06, + 8.284136129077524e-06, + 7.928834747872315e-06, + 7.592318070237525e-06, + 7.297181127796648e-06, + 7.0345745371014345e-06, + 6.775299425498815e-06, + 6.529225174745079e-06, + 6.286987172643421e-06, + 6.052451226423727e-06, + 5.836833224748261e-06, + 5.638027232635068e-06, + 5.462773970066337e-06, + 5.305504600983113e-06, + 5.160955424798885e-06, + 5.021756805945188e-06, + 4.89366948386305e-06, + 4.772227839566767e-06, + 4.656763394450536e-06, + 4.550902758637676e-06, + 4.448128947842633e-06, + 4.348979018686805e-06, + 4.255229669070104e-06, + 4.1693260754982475e-06, + 4.089534286322305e-06, + 4.0128707041731104e-06, + 3.93784557672916e-06, + 3.864157861244166e-06, + 3.7938091281830566e-06, + 3.7255069855746115e-06, + 3.6583703604264883e-06, + 3.595249836507719e-06, + 3.5345633477845695e-06, + 3.4748313737509307e-06, + 3.416455911064986e-06, + 3.3606365832383744e-06, + 3.3056651318474906e-06, + 3.2526018003409263e-06, + 3.202615971531486e-06, + 3.1542631404590793e-06, + 3.106989879597677e-06, + 3.060009703403921e-06, + 3.0147079996822868e-06, + 2.9711150091316085e-06, + 2.9274006010382436e-06, + 2.883722345359274e-06, + 2.8424246920621954e-06, + 2.802188646455761e-06, + 2.7636544928100193e-06, + 2.7256328394287266e-06, + 2.6892480491369497e-06, + 2.6546365461399546e-06, + 2.6215830075670965e-06, + 2.58928184848628e-06, + 2.5572217055014335e-06, + 2.5251360966649372e-06, + 2.493455667718081e-06, + 2.461370741002611e-06, + 2.430118001939263e-06, + 2.399943923592218e-06, + 2.3708992102910997e-06, + 2.3429083739756607e-06, + 2.316996415174799e-06, + 2.292250883328961e-06, + 2.267414402012946e-06, + 2.2426229406846687e-06, + 2.217475866927998e-06, + 2.193103682657238e-06, + 2.1681598809664138e-06, + 2.1436435417854227e-06, + 2.1197540718276286e-06, + 2.0967172531527467e-06, + 2.074779786198633e-06, + 2.053159960269113e-06, + 2.0320567273302004e-06, + 2.010974640143104e-06, + 1.9909123238903703e-06, + 1.970572157006245e-06, + 1.9497392713674344e-06, + 1.9296794562251307e-06, + 1.910059836518485e-06, + 1.8907317098637577e-06, + 1.8722508912105695e-06, + 1.8539880102252937e-06, + 1.836683168221498e-06, + 1.819839440031501e-06, + 1.8036141682387097e-06, + 1.7874953073260258e-06, + 1.7718523395160446e-06, + 1.7567463146406226e-06, + 1.7419276900909608e-06, + 1.7273933963224408e-06, + 1.7132080074588885e-06, + 1.6990509266179288e-06, + 1.6851435020726058e-06, + 1.671632503530418e-06, + 1.6580702322244179e-06, + 1.6447502275696024e-06, + 1.631199097573699e-06, + 1.617893190086761e-06, + 1.6049255009420449e-06, + 1.5920253417789354e-06, + 1.579563331688405e-06, + 1.5673570032959105e-06, + 1.5553877119600656e-06, + 1.5437501588166924e-06, + 1.532372039037e-06, + 1.5213968254101928e-06, + 1.5106529644981492e-06, + 1.5000617850091658e-06, + 1.489543819843675e-06, + 1.4793097307119751e-06, + 1.4689496765640797e-06, + 1.4585849612558377e-06, + 1.4480940535577247e-06, + 1.437529931536119e-06, + 1.4268459835875547e-06, + 1.4161769286147319e-06, + 1.4055101473786635e-06, + 1.3947263823865796e-06, + 1.3840203791914973e-06, + 1.373307895846665e-06, + 1.3622944834423834e-06, + 1.3514695638150442e-06, + 1.3408140375759103e-06, + 1.3304172625794308e-06, + 1.3200204875829513e-06, + 1.3098371027808753e-06, + 1.2999565797144896e-06, + 1.2903688002552371e-06, + 1.2810420457753935e-06, + 1.271717678719142e-06, + 1.2631496701942524e-06, + 1.2545474419312086e-06, + 1.246335955329414e-06, + 1.2382000704747043e-06, + 1.230260863849253e-06, + 1.2224347756273346e-06, + 1.2147319239375065e-06, + 1.2071694754922646e-06, + 1.1996655757684493e-06, + 1.1921171108042472e-06, + 1.1846076404253836e-06, + 1.1772885954997037e-06, + 1.1701820312737254e-06, + 1.1630443168542115e-06, + 1.1561835435713874e-06, + 1.1494053069327492e-06, + 1.1425908041928778e-06, + 1.1358727078913944e-06, + 1.129231804952724e-06, + 1.1226668448216515e-06, + 1.1163197086716536e-06, + 1.1100862593593774e-06, + 1.1039176115446026e-06, + 1.0978327509292285e-06, + 1.091732542590762e-06, + 1.0856175549633917e-06, + 1.0796263723023003e-06, + 1.0737462616816629e-06, + 1.0678159014787525e-06, + 1.0620374268910382e-06, + 1.0562965826466097e-06, + 1.0505478940103785e-06, + 1.044758505486243e-06, + 1.038866798808158e-06, + 1.032995442074025e-06, + 1.0271284054397256e-06, + 1.0214004078079597e-06, + 1.0157332326343749e-06, + 1.0101426823894144e-06, + 1.004634214041289e-06, + 9.989730642701034e-07, + 9.934283298207447e-07, + 9.877895763565903e-07, + 9.81935500021791e-07, + 9.76259457274864e-07, + 9.70805103861494e-07, + 9.655764188210014e-07, + 9.60404008765181e-07, + 9.551376933814026e-07, + 9.498849067313131e-07, + 9.447751381230773e-07, + 9.399247460351035e-07, + 9.351616085950809e-07, + 9.303538490712526e-07, + 9.254708288608526e-07, + 9.208948767991387e-07, + 9.16299654818431e-07, + 9.117770218836085e-07, + 9.069919428839057e-07, + 9.023535199048638e-07, + 8.978173582363524e-07, + 8.934152333495149e-07, + 8.88865429260477e-07, + 8.843022669680067e-07, + 8.796333759164554e-07, + 8.751224527259183e-07, + 8.708428254067258e-07, + 8.666149255986966e-07, + 8.624203360341198e-07, + 8.58315615914762e-07, + 8.544732850168657e-07, + 8.506443123224017e-07, + 8.468095984426327e-07, + 8.430139359916211e-07, + 8.39374081351707e-07, + 8.360599395018653e-07, + 8.327982641276321e-07, + 8.296029818666284e-07, + 8.264966595561418e-07, + 8.233924404521531e-07, + 8.203680295082449e-07, + 8.173471428563062e-07, + 8.142645810949034e-07, + 8.112264708870498e-07, + 8.082133149400761e-07, + 8.051700319811061e-07, + 8.02050465154025e-07, + 7.989311825440382e-07, + 7.956610375003947e-07, + 7.92373043623229e-07, + 7.889642574809841e-07, + 7.855342687435041e-07, + 7.821486747161543e-07, + 7.787374443068984e-07, + 7.753354225314979e-07, + 7.719635846115125e-07, + 7.685756600039895e-07, + 7.652748195141612e-07, + 7.620943733854801e-07, + 7.588961921101145e-07, + 7.557871413155226e-07, + 7.526708145633165e-07, + 7.49593880300381e-07, + 7.466023816959932e-07, + 7.436729561050015e-07, + 7.407890620925173e-07, + 7.379273938568076e-07, + 7.350972168751468e-07, + 7.32271985270927e-07, + 7.295047339539451e-07, + 7.266801844707516e-07, + 7.238820671773283e-07, + 7.210169314930681e-07, + 7.181548653534264e-07, + 7.153333854148514e-07, + 7.125919978534512e-07, + 7.09828555045533e-07, + 7.070468655001605e-07, + 7.041871299406921e-07, + 7.013770755293081e-07, + 6.985967502259882e-07, + 6.957860705369967e-07, + 6.929849973857927e-07, + 6.902947120579483e-07, + 6.876297220514971e-07, + 6.8500793304338e-07, + 6.824357114965096e-07, + 6.799239713473071e-07, + 6.77414107030927e-07, + 6.749571639375063e-07, + 6.725119305883709e-07, + 6.701569645883865e-07, + 6.678575914520479e-07, + 6.656036362073792e-07, + 6.634431315433176e-07, + 6.612395964111784e-07, + 6.590112775484158e-07, + 6.567673267454666e-07, + 6.546204076585127e-07, + 6.524415994135779e-07, + 6.50253866751882e-07, + 6.480462957370037e-07, + 6.458272991949343e-07, + 6.436540616050479e-07, + 6.415078246391204e-07, + 6.393556759576313e-07, + 6.372434881996014e-07, + 6.350964554258098e-07, + 6.329670441118651e-07, + 6.3080921108849e-07, + 6.286361440288601e-07, + 6.265022420848254e-07, + 6.244211476769124e-07, + 6.223738182598026e-07, + 6.204078317750827e-07, + 6.18480555658607e-07, + 6.165745958242042e-07, + 6.146667601569789e-07, + 6.126782636783901e-07, + 6.10709093962214e-07, + 6.087611836846918e-07, + 6.069541882425256e-07, + 6.051357672731683e-07, + 6.034031798662909e-07, + 6.016196607561142e-07, + 5.997310381644638e-07, + 5.977871637696808e-07, + 5.957996336292126e-07, + 5.937753826401604e-07, + 5.917668204347137e-07, + 5.89796684380417e-07, + 5.878484330423817e-07, + 5.859680527464661e-07, + 5.840974495185947e-07, + 5.822399202770612e-07, + 5.804168949907762e-07, + 5.785299777016917e-07, + 5.766863750977791e-07, + 5.749560045842372e-07, + 5.73230295231042e-07, + 5.714841222470568e-07, + 5.698097993445117e-07, + 5.681158654624596e-07, + 5.6638538126208e-07, + 5.647119110108179e-07, + 5.630516852761502e-07, + 5.613385951619421e-07, + 5.595730385721254e-07, + 5.578191348831751e-07, + 5.561473130910599e-07, + 5.544870305129734e-07, + 5.528115138986323e-07, + 5.511770382327086e-07, + 5.496615358424606e-07, + 5.481307994159579e-07, + 5.465245180857892e-07, + 5.449875288832118e-07, + 5.43448663847812e-07, + 5.419117883320723e-07, + 5.403948648563528e-07, + 5.389208013184543e-07, + 5.37466689820576e-07, + 5.359760280043702e-07, + 5.344476221580408e-07, + 5.329408736542973e-07, + 5.314544182510872e-07, + 5.299638701217191e-07, + 5.284758231027809e-07, + 5.270528617984382e-07, + 5.256346184978611e-07, + 5.241557801127783e-07, + 5.226626171861426e-07, + 5.211752522882307e-07, + 5.197088626118784e-07, + 5.183068765290955e-07, + 5.169044356989616e-07, + 5.155615667717939e-07, + 5.142179020367621e-07, + 5.129031706019305e-07, + 5.11580594775296e-07, + 5.102491513753193e-07, + 5.08905316110031e-07, + 5.07587458287162e-07, + 5.062503873887181e-07, + 5.049398623668822e-07, + 5.035869321545761e-07, + 5.022483833272418e-07, + 5.008800485484244e-07, + 4.994395794710726e-07, + 4.979884806743939e-07, + 4.965311859450594e-07, + 4.950767333866679e-07, + 4.936357527185464e-07, + 4.921997174278658e-07, + 4.907211632598774e-07, + 4.89262163227977e-07, + 4.87830789097643e-07, + 4.863989033765392e-07, + 4.849792389904906e-07, + 4.835876552533591e-07, + 4.822297228201933e-07, + 4.808916855836287e-07, + 4.796014536623261e-07, + 4.783118470186309e-07, + 4.76977220387198e-07, + 4.756634268687776e-07, + 4.743396573303471e-07, + 4.7297479000008025e-07, + 4.7162336613837397e-07, + 4.7028359517753415e-07, + 4.689268848778738e-07, + 4.675714819768473e-07, + 4.662480819206394e-07, + 4.6492297656186565e-07, + 4.6363004457816714e-07, + 4.6232815975599806e-07, + 4.609872235050716e-07, + 4.596877545282041e-07, + 4.5839630047339597e-07, + 4.5720301500296046e-07, + 4.55966414847353e-07, + 4.547218850348145e-07, + 4.534857396265579e-07, + 4.5225658595882123e-07, + 4.5105360868546995e-07, + 4.4986697389504116e-07, + 4.4868576765111357e-07, + 4.4748199456989823e-07, + 4.463305742774537e-07, + 4.4517901187646203e-07, + 4.4407187260731007e-07, + 4.4302356627667905e-07, + 4.4196127646500827e-07, + 4.408890958984557e-07, + 4.398572741592943e-07, + 4.388851664316462e-07, + 4.379235463147779e-07, + 4.369808834780997e-07, + 4.360672107850405e-07, + 4.350815459019941e-07, + 4.34109438174346e-07, + 4.3315148445799423e-07, + 4.3217602296863333e-07, + 4.311484644858865e-07, + 4.301085994029563e-07, + 4.29053670814028e-07, + 4.279516190308641e-07, + 4.2683197420956276e-07, + 4.2567683067318285e-07, + 4.2454854565221467e-07, + 4.233686752286303e-07, + 4.2215049234073376e-07, + 4.2095030039490666e-07, + 4.197398766336846e-07, + 4.1852177901091636e-07, + 4.1733682110134396e-07, + 4.161694846516184e-07, + 4.150030576965946e-07, + 4.138801443787088e-07, + 4.1277488094237924e-07, + 4.116722607250267e-07, + 4.105519053609896e-07, + 4.094574990176625e-07, + 4.083784688191372e-07, + 4.073302761753439e-07, + 4.062543155214371e-07, + 4.052278086419392e-07, + 4.0422762026537384e-07, + 4.0321384631170076e-07, + 4.0220714936367585e-07, + 4.0121247479874e-07, + 4.002297941951838e-07, + 3.992327606283652e-07, + 3.981921281592804e-07, + 3.9713518162898254e-07, + 3.960536787417368e-07, + 3.949922984247678e-07, + 3.93978211832291e-07, + 3.9298981846513925e-07, + 3.919890616543853e-07, + 3.9101459492485446e-07, + 3.9009481156426773e-07, + 3.8918150835343113e-07, + 3.883033343754505e-07, + 3.8745858432776004e-07, + 3.8662960832880344e-07, + 3.8580756722694787e-07, + 3.850207974664954e-07, + 3.842826572508784e-07, + 3.8355383935595455e-07, + 3.828571948361059e-07, + 3.821592429176235e-07, + 3.814506612798141e-07, + 3.8077132558100857e-07, + 3.8012004210941086e-07, + 3.7944400332889927e-07, + 3.7877842373745807e-07, + 3.7810880826327775e-07, + 3.774234755837824e-07, + 3.767262057863263e-07, + 3.7603831515298225e-07, + 3.753591215627239e-07, + 3.746546610727819e-07, + 3.7396304719550244e-07, + 3.7329832025534415e-07, + 3.7260889484969084e-07, + 3.71904576468296e-07, + 3.7120156548553496e-07, + 3.7051822232569975e-07, + 3.698295927279105e-07, + 3.691447716391849e-07, + 3.684450859964272e-07, + 3.677446329675149e-07, + 3.6705532124869933e-07, + 3.6635927358474873e-07, + 3.6565435834745585e-07, + 3.6493696597972303e-07, + 3.642185220087413e-07, + 3.634993959167332e-07, + 3.6276293258197256e-07, + 3.6203638842380315e-07, + 3.61327295195224e-07, + 3.6062689900973055e-07, + 3.599060107717378e-07, + 3.591437973682332e-07, + 3.583618308766745e-07, + 3.5757881278186687e-07, + 3.5681469512383046e-07, + 3.5606282722255855e-07, + 3.5532124798010045e-07, + 3.545681011019042e-07, + 3.538269197633781e-07, + 3.5311725810061034e-07, + 3.524163219026377e-07, + 3.517456548252085e-07, + 3.5109698615087837e-07, + 3.5044951118834433e-07, + 3.4979825613845605e-07, + 3.4916709523713507e-07, + 3.485592969809659e-07, + 3.4796281056515e-07, + 3.4739767329483584e-07, + 3.468383624749549e-07, + 3.4626768297130184e-07, + 3.457128627815109e-07, + 3.4515565516812785e-07, + 3.4459168318790034e-07, + 3.4402583537485043e-07, + 3.4345217159170716e-07, + 3.4287546668565483e-07, + 3.4228813206027553e-07, + 3.4171466722909827e-07, + 3.411440161471546e-07, + 3.4055818787237513e-07, + 3.399773902401648e-07, + 3.3940233379325946e-07, + 3.3881275385283516e-07, + 3.382089346359862e-07, + 3.376158872470114e-07, + 3.370075774000725e-07, + 3.363759617514006e-07, + 3.357539526405162e-07, + 3.351411805851967e-07, + 3.345396066833928e-07, + 3.3395102150279854e-07, + 3.333490496970626e-07, + 3.32732639662936e-07, + 3.3214209338439105e-07, + 3.315622052468825e-07, + 3.3099470897468564e-07, + 3.304212441435084e-07, + 3.298492572412215e-07, + 3.292649068953324e-07, + 3.286786807166209e-07, + 3.2808702599140815e-07, + 3.275100368682615e-07, + 3.2693870366529154e-07, + 3.2637896651976916e-07, + 3.25809338619365e-07, + 3.252356464145123e-07, + 3.246681501423154e-07, + 3.241003980747337e-07, + 3.235390693134832e-07, + 3.22980071132406e-07, + 3.224109548227716e-07, + 3.2184010478886194e-07, + 3.212620072190475e-07, + 3.206793053323054e-07, + 3.200993887730874e-07, + 3.1953453571986756e-07, + 3.18976702828877e-07, + 3.1843939041209524e-07, + 3.1789582521923876e-07, + 3.1736075811750197e-07, + 3.168317732615833e-07, + 3.1631290653422184e-07, + 3.157951766752376e-07, + 3.152871101974597e-07, + 3.14764463382744e-07, + 3.14250513611114e-07, + 3.137407418307703e-07, + 3.1324313454206276e-07, + 3.127578054318292e-07, + 3.122949294720456e-07, + 3.1183745363705384e-07, + 3.1138512213146896e-07, + 3.109363433395629e-07, + 3.1047480320012255e-07, + 3.100226990682131e-07, + 3.095719307566469e-07, + 3.0910783266335784e-07, + 3.0865672329127847e-07, + 3.0820268648312776e-07, + 3.0774350534557016e-07, + 3.072848357987823e-07, + 3.068215335133573e-07, + 3.063349822696182e-07, + 3.0584322985305334e-07, + 3.053537227515335e-07, + 3.048507153380342e-07, + 3.043312517547747e-07, + 3.038030911284295e-07, + 3.03272400969945e-07, + 3.027280399692245e-07, + 3.0219237601158966e-07, + 3.016374989783799e-07, + 3.0108995474620315e-07, + 3.005507096531801e-07, + 2.9998605555192626e-07, + 2.9943910817564756e-07, + 2.9891830877204484e-07, + 2.9841538662367384e-07, + 2.9793056910421e-07, + 2.9745854135398986e-07, + 2.9698486514462274e-07, + 2.9653310207322647e-07, + 2.960941287710739e-07, + 2.9565700288003427e-07, + 2.9524662181756867e-07, + 2.9484004926416674e-07, + 2.944416905847902e-07, + 2.9405353529909917e-07, + 2.936583314294694e-07, + 2.932675613465108e-07, + 2.928967717252817e-07, + 2.92531353807135e-07, + 2.9213441621323e-07, + 2.917367680765892e-07, + 2.913387220360164e-07, + 2.909450813604053e-07, + 2.9055155437163194e-07, + 2.901578852743114e-07, + 2.897716910865711e-07, + 2.893793009661749e-07, + 2.889760253310669e-07, + 2.8859042799922463e-07, + 2.882017327010544e-07, + 2.8780988259313744e-07, + 2.8740893753820274e-07, + 2.870083619654906e-07, + 2.865943429242179e-07, + 2.861799259790132e-07, + 2.8578566002579464e-07, + 2.853865623819729e-07, + 2.8498033088908414e-07, + 2.8456707923396607e-07, + 2.8415695396688534e-07, + 2.837522572463058e-07, + 2.833508290223108e-07, + 2.8294283538343734e-07, + 2.825387923621747e-07, + 2.821235511873965e-07, + 2.8170822474749e-07, + 2.812963089127152e-07, + 2.809001671266742e-07, + 2.805195151722728e-07, + 2.8014395070385945e-07, + 2.7976719252365e-07, + 2.793867395212146e-07, + 2.7900463805963227e-07, + 2.786287041089963e-07, + 2.782587102956313e-07, + 2.7789465661953727e-07, + 2.7752213327403297e-07, + 2.771466540707479e-07, + 2.767680484794255e-07, + 2.7638998290058225e-07, + 2.7601240049079934e-07, + 2.7564203719521174e-07, + 2.752735213107371e-07, + 2.74892357765566e-07, + 2.74518271226043e-07, + 2.7413682346377755e-07, + 2.7376177058613393e-07, + 2.733906967478106e-07, + 2.730442076881445e-07, + 2.7269518909633916e-07, + 2.723523380154802e-07, + 2.7200519525649725e-07, + 2.7165913252247265e-07, + 2.7133026492265344e-07, + 2.7100151100967196e-07, + 2.706761677018221e-07, + 2.7033973992729443e-07, + 2.7000567115464946e-07, + 2.696711476346536e-07, + 2.693276144327683e-07, + 2.689924940568744e-07, + 2.6866214852816483e-07, + 2.6833890842681285e-07, + 2.6800489649758674e-07, + 2.6765800953398866e-07, + 2.672963717031962e-07, + 2.669326306659059e-07, + 2.6657164653443033e-07, + 2.662102360773133e-07, + 2.6584382339933654e-07, + 2.654666957369045e-07, + 2.6509860617807135e-07, + 2.6472935132915154e-07, + 2.643637344590388e-07, + 2.64005706185344e-07, + 2.636318754412059e-07, + 2.632629616527993e-07, + 2.628909214763553e-07, + 2.6251498752571933e-07, + 2.621252122025908e-07, + 2.6173603373536025e-07, + 2.613516016936046e-07, + 2.6097808358827024e-07, + 2.606059013032791e-07, + 2.6023539589914435e-07, + 2.598662831587717e-07, + 2.5950296844712284e-07, + 2.59140051639406e-07, + 2.587747189863876e-07, + 2.5840503781182633e-07, + 2.5803879566410615e-07, + 2.5766630074031127e-07, + 2.573108019987558e-07, + 2.5695752015053586e-07, + 2.5660912683633796e-07, + 2.562677536843694e-07, + 2.5592652264094795e-07, + 2.5559879190950596e-07, + 2.552773707975575e-07, + 2.5495535282971105e-07, + 2.5463819497417717e-07, + 2.543165749102627e-07, + 2.5399623382327263e-07, + 2.536912688810844e-07, + 2.5340301590404124e-07, + 2.5312746743111347e-07, + 2.5286064442298084e-07, + 2.5260041525143606e-07, + 2.52339901862797e-07, + 2.5208100851159543e-07, + 2.5181751084346615e-07, + 2.5154818672490364e-07, + 2.512761057005264e-07, + 2.5099328126998444e-07, + 2.507110536953405e-07, + 2.504187079921394e-07, + 2.5012963078552275e-07, + 2.498420315077965e-07, + 2.495606565844355e-07, + 2.492770363460295e-07, + 2.489898633939447e-07, + 2.486938228685176e-07, + 2.4838820422701247e-07, + 2.4807476961541397e-07, + 2.4775653173492174e-07, + 2.47441960254946e-07, + 2.471342099852336e-07, + 2.4683521360202576e-07, + 2.465497743742162e-07, + 2.462679162817949e-07, + 2.459886161432223e-07, + 2.457075822803745e-07, + 2.454310674693261e-07, + 2.451545526582777e-07, + 2.4486800498380035e-07, + 2.44569832830166e-07, + 2.442694153614866e-07, + 2.439742843307613e-07, + 2.4368603135371814e-07, + 2.434044574783911e-07, + 2.43123338350415e-07, + 2.428415086797031e-07, + 2.4255737685052736e-07, + 2.4227281869571016e-07, + 2.419799045583204e-07, + 2.4168573986571573e-07, + 2.41397714262348e-07, + 2.411180162198434e-07, + 2.4084451410999463e-07, + 2.4058064695964276e-07, + 2.403302232778515e-07, + 2.400890934950439e-07, + 2.3984850372471556e-07, + 2.3960581074788934e-07, + 2.393671252320928e-07, + 2.391287523551e-07, + 2.3888966893537145e-07, + 2.3865140974521637e-07, + 2.3841401741719892e-07, + 2.3816929228814843e-07, + 2.3792009073986264e-07, + 2.376770851242327e-07, + 2.3743335475501226e-07, + 2.371880043483543e-07, + 2.3694089179571165e-07, + 2.3668697224366042e-07, + 2.3643518431981647e-07, + 2.3618241584699717e-07, + 2.3592458830989926e-07, + 2.3565915796552872e-07, + 2.353946939592788e-07, + 2.3512578195550304e-07, + 2.348504324345413e-07, + 2.3457283759853453e-07, + 2.3429475959346746e-07, + 2.3401680948609282e-07, + 2.3373843305307673e-07, + 2.334577686724515e-07, + 2.3318533237670636e-07, + 2.3291021022942004e-07, + 2.3263686443897313e-07, + 2.3236832191741996e-07, + 2.320999641369781e-07, + 2.3182967368029495e-07, + 2.3156054851369845e-07, + 2.3129541659727693e-07, + 2.3103348212316632e-07, + 2.3077295452367252e-07, + 2.3051271114127303e-07, + 2.3025165774015477e-07, + 2.2998743531843502e-07, + 2.2973031832407287e-07, + 2.2947068600842613e-07, + 2.292155585337241e-07, + 2.289654901233007e-07, + 2.2871434168791893e-07, + 2.2845226510526118e-07, + 2.281952191651726e-07, + 2.2793855691816134e-07, + 2.2768185203858593e-07, + 2.2742524663499353e-07, + 2.2717424030815891e-07, + 2.2692465506679582e-07, + 2.2667801147235878e-07, + 2.2643334318672714e-07, + 2.2619622086494928e-07, + 2.259643139268519e-07, + 2.2573794922209345e-07, + 2.2550814549049392e-07, + 2.2528300291924097e-07, + 2.2505938090944255e-07, + 2.248387147574249e-07, + 2.246204502398541e-07, + 2.2440015357005905e-07, + 2.241766026145342e-07, + 2.2395076371140021e-07, + 2.2372195473963075e-07, + 2.234944673773498e-07, + 2.2326148041429406e-07, + 2.2303264302081516e-07, + 2.227989739367331e-07, + 2.2255866838349903e-07, + 2.223104615950433e-07, + 2.2205220773230394e-07, + 2.2179605707606243e-07, + 2.215365242363987e-07, + 2.212790803923781e-07, + 2.2102346974861575e-07, + 2.2076444849972177e-07, + 2.2050026871056616e-07, + 2.2023711210295005e-07, + 2.1997198018652853e-07, + 2.1970977570617833e-07, + 2.194473438521527e-07, + 2.1917618653333193e-07, + 2.1890841139793338e-07, + 2.1864411792194005e-07, + 2.1838384611783113e-07, + 2.1812410011534666e-07, + 2.178655762463677e-07, + 2.1761059088021284e-07, + 2.1735864663696702e-07, + 2.1711032616167358e-07, + 2.1686072670945578e-07, + 2.1661008986484376e-07, + 2.1636104463595984e-07, + 2.161123404675891e-07, + 2.1586464526990312e-07, + 2.156226059923938e-07, + 2.1538056671488448e-07, + 2.1514205172934453e-07, + 2.1490875212748506e-07, + 2.1468689226367133e-07, + 2.1446193443352968e-07, + 2.142362092172334e-07, + 2.1400758498657524e-07, + 2.1377258008214994e-07, + 2.135357561883211e-07, + 2.133024281647522e-07, + 2.130661158616931e-07, + 2.128234370957216e-07, + 2.12583756820095e-07, + 2.1234515656942676e-07, + 2.1210330203302874e-07, + 2.1185580578730878e-07, + 2.116085795478284e-07, + 2.11367492397585e-07, + 2.1112410308887775e-07, + 2.1088061430418747e-07, + 2.106383476530027e-07, + 2.103922014384807e-07, + 2.1014058404489333e-07, + 2.0988539972677245e-07, + 2.09630343306344e-07, + 2.093785980150642e-07, + 2.091347965915702e-07, + 2.0889298468773632e-07, + 2.086503769760384e-07, + 2.0841072512212122e-07, + 2.0817525125949032e-07, + 2.0794260535694775e-07, + 2.0770995945440518e-07, + 2.074818894470809e-07, + 2.0725602212223748e-07, + 2.0703808445432514e-07, + 2.06814348757689e-07, + 2.0659341259943176e-07, + 2.063766686433155e-07, + 2.0616104734472174e-07, + 2.0594832506048988e-07, + 2.0573325798523e-07, + 2.0551550505842897e-07, + 2.0529684263692616e-07, + 2.0508034026534006e-07, + 2.0486143625930708e-07, + 2.0464052852275927e-07, + 2.0442263348741108e-07, + 2.0420876012394729e-07, + 2.0399406253091001e-07, + 2.037794075704369e-07, + 2.0356569052637496e-07, + 2.0335637884727475e-07, + 2.031489003684328e-07, + 2.0294383773489244e-07, + 2.027360039846826e-07, + 2.0252559806976933e-07, + 2.0231465214237687e-07, + 2.0210045192925463e-07, + 2.0189379767998616e-07, + 2.016899571799513e-07, + 2.0149259682966658e-07, + 2.0129552069647616e-07, + 2.0109524712097482e-07, + 2.0089454721983202e-07, + 2.0069651895937568e-07, + 2.0049905913310795e-07, + 2.0029891345529904e-07, + 2.0009717616176204e-07, + 1.9989985844404146e-07, + 1.997006080500796e-07, + 1.9949716545397678e-07, + 1.9928931749291223e-07, + 1.9907524517748243e-07, + 1.988595528246151e-07, + 1.9864116040935187e-07, + 1.984224411444302e-07, + 1.981995012556581e-07, + 1.9797784034381039e-07, + 1.9775652049247583e-07, + 1.975344758875508e-07, + 1.9731159284219757e-07, + 1.9708433285359206e-07, + 1.9685467123053968e-07, + 1.9662235217765556e-07, + 1.963937279469974e-07, + 1.9616463475813362e-07, + 1.9593800004713557e-07, + 1.957112374384451e-07, + 1.954860380237733e-07, + 1.9526054018115246e-07, + 1.9503754344896151e-07, + 1.9481734625514946e-07, + 1.945979875017656e-07, + 1.9438404308402824e-07, + 1.9417156238432653e-07, + 1.9396094330659253e-07, + 1.9375299586954497e-07, + 1.935463416202765e-07, + 1.9333910472596472e-07, + 1.9312803090087982e-07, + 1.9292288300221117e-07, + 1.9271905671303102e-07, + 1.925180441730845e-07, + 1.9231769954330957e-07, + 1.9211495327908779e-07, + 1.9191315914213192e-07, + 1.9171049814303842e-07, + 1.9150429864112084e-07, + 1.9129576855902997e-07, + 1.91090236967284e-07, + 1.9088435010417015e-07, + 1.906754647507114e-07, + 1.9046676413836394e-07, + 1.9025743824840902e-07, + 1.9004981766101992e-07, + 1.8984420080414566e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.00509532168507576, + 0.010358939878642559, + -0.00019178660295438021, + 0.0005174989346414804, + 0.0007084252429194748, + 0.0007877254392951727, + 0.0007912806468084455, + 0.0007803853950463235, + 0.0007563139079138637, + 0.0007246166933327913, + 0.0006853848462924361, + 0.0006461777375079691, + 0.0006076779100112617, + 0.0005743351066485047, + 0.00054906215518713, + 0.0005256235599517822, + 0.0005039521493017673, + 0.0004832135746255517, + 0.0004648780741263181, + 0.00044845990487374365, + 0.00043216836638748646, + 0.0004166434518992901, + 0.00040130980778485537, + 0.00038642308209091425, + 0.0003728967276401818, + 0.0003603756777010858, + 0.0003493007679935545, + 0.0003393337829038501, + 0.0003301505057606846, + 0.00032128876773640513, + 0.00031311981729231775, + 0.0003053628606721759, + 0.0002979780256282538, + 0.0002912630152422935, + 0.0002847311843652278, + 0.00027841897099278867, + 0.0002724415680859238, + 0.0002669571549631655, + 0.00026185702881775796, + 0.00025695175281725824, + 0.00025214694323949516, + 0.0002474564826115966, + 0.00024297287745866925, + 0.00023861468071117997, + 0.00023432644957210869, + 0.00023029094154480845, + 0.00022640776296611875, + 0.00022258271928876638, + 0.00021884196030441672, + 0.00021526274213101715, + 0.0002117544790962711, + 0.0002083650470012799, + 0.00020516967924777418, + 0.00020207645138725638, + 0.00019905026420019567, + 0.00019604095723479986, + 0.00019313753000460565, + 0.0001903421652968973, + 0.0001875499146990478, + 0.00018475805700290948, + 0.0001821166806621477, + 0.00017954164650291204, + 0.00017707418010104448, + 0.00017463829135522246, + 0.00017230611410923302, + 0.00017008662689477205, + 0.0001679661509115249, + 0.0001659007539274171, + 0.00016384963237214833, + 0.00016179587692022324, + 0.00015976707800291479, + 0.00015771145990584046, + 0.00015570833056699485, + 0.0001537735661258921, + 0.00015191052807494998, + 0.0001501202496001497, + 0.00014846214617136866, + 0.00014687801012769341, + 0.00014528738392982632, + 0.00014369902783073485, + 0.0001420872868038714, + 0.00014052465849090368, + 0.00013892483548261225, + 0.0001373519335174933, + 0.00013582313840743154, + 0.00013434833090286702, + 0.00013294335803948343, + 0.00013155826309230179, + 0.00013020580809097737, + 0.00012885426986031234, + 0.0001275677204830572, + 0.0001262629812117666, + 0.00012492967653088272, + 0.00012364538270048797, + 0.00012238886847626418, + 0.0001211506241816096, + 0.00011996629473287612, + 0.0001187955858767964, + 0.00011768597323680297, + 0.00011660564632620662, + 0.00011556471872609109, + 0.00011453276238171384, + 0.00011353095760568976, + 0.00011256325524300337, + 0.00011161369184264913, + 0.00011068210005760193, + 0.00010977264173561707, + 0.00010886476229643449, + 0.0001079726789612323, + 0.0001071076694643125, + 0.0001062391311279498, + 0.00010538587957853451, + 0.00010451759590068832, + 0.00010366480273660272, + 0.00010283349547535181, + 0.00010200632823398337, + 0.00010120708611793816, + 0.00010042406211141497, + 9.965758363250643e-05, + 9.891216177493334e-05, + 9.818316902965307e-05, + 9.747983131092042e-05, + 9.679116919869557e-05, + 9.611215500626713e-05, + 9.543768101138994e-05, + 9.4781287771184e-05, + 9.411667269887403e-05, + 9.345282160211354e-05, + 9.278074139729142e-05, + 9.210380812874064e-05, + 9.141906048171222e-05, + 9.073513501789421e-05, + 9.005122410599142e-05, + 8.935967343859375e-05, + 8.867298311088234e-05, + 8.798689668765292e-05, + 8.728139073355123e-05, + 8.658781734993681e-05, + 8.590496145188808e-05, + 8.523855649400502e-05, + 8.457202784484252e-05, + 8.391906158067286e-05, + 8.328539843205363e-05, + 8.267040539067239e-05, + 8.207299833884463e-05, + 8.147563494276255e-05, + 8.092661300906911e-05, + 8.037529914872721e-05, + 7.984892727108672e-05, + 7.932731386972591e-05, + 7.88182151154615e-05, + 7.831629773136228e-05, + 7.782294414937496e-05, + 7.733848906354979e-05, + 7.685770106036216e-05, + 7.63739735702984e-05, + 7.589265442220494e-05, + 7.542346429545432e-05, + 7.49678147258237e-05, + 7.451009878423065e-05, + 7.407007797155529e-05, + 7.363589247688651e-05, + 7.319930591620505e-05, + 7.27688311599195e-05, + 7.234323129523546e-05, + 7.192242628661916e-05, + 7.151551108108833e-05, + 7.111583545338362e-05, + 7.072024891385809e-05, + 7.033051224425435e-05, + 6.993972783675417e-05, + 6.954793207114562e-05, + 6.916400161571801e-05, + 6.878712883917615e-05, + 6.84069818817079e-05, + 6.803651194786653e-05, + 6.766840670024976e-05, + 6.729974847985432e-05, + 6.6928900196217e-05, + 6.655143806710839e-05, + 6.617522012675181e-05, + 6.579922046512365e-05, + 6.543208291986957e-05, + 6.50687943561934e-05, + 6.471036613220349e-05, + 6.435714749386534e-05, + 6.399453559424728e-05, + 6.363933789543808e-05, + 6.32780502201058e-05, + 6.290291639743373e-05, + 6.25391403445974e-05, + 6.218952330527827e-05, + 6.185433448990807e-05, + 6.15227036178112e-05, + 6.118500459706411e-05, + 6.0848527937196195e-05, + 6.0521168052218854e-05, + 6.021037552272901e-05, + 5.9905138186877593e-05, + 5.959699774393812e-05, + 5.928399332333356e-05, + 5.899063762626611e-05, + 5.8696001360658556e-05, + 5.840631638420746e-05, + 5.809978028992191e-05, + 5.7802597439149395e-05, + 5.7511926570441574e-05, + 5.722980495193042e-05, + 5.693819184671156e-05, + 5.664567288476974e-05, + 5.6346347264479846e-05, + 5.6057113397400826e-05, + 5.578297714237124e-05, + 5.551211506826803e-05, + 5.524336302187294e-05, + 5.4980326240183786e-05, + 5.473407873068936e-05, + 5.4488649766426533e-05, + 5.424282790045254e-05, + 5.399947622208856e-05, + 5.376633635023609e-05, + 5.355403482099064e-05, + 5.334506568033248e-05, + 5.314032387104817e-05, + 5.2941257308702916e-05, + 5.2742303523700684e-05, + 5.254844290902838e-05, + 5.2354786021169275e-05, + 5.215714918449521e-05, + 5.196253550820984e-05, + 5.176949707674794e-05, + 5.157450868864544e-05, + 5.137461266713217e-05, + 5.1174713007640094e-05, + 5.096511449664831e-05, + 5.075435183243826e-05, + 5.053581844549626e-05, + 5.031612818129361e-05, + 5.009924643673003e-05, + 4.98806984978728e-05, + 4.966271444573067e-05, + 4.9446640332462266e-05, + 4.922951484331861e-05, + 4.9017944547813386e-05, + 4.8814072215463966e-05, + 4.860904300585389e-05, + 4.8409896407974884e-05, + 4.8210251406999305e-05, + 4.801311661140062e-05, + 4.782142787007615e-05, + 4.763370452565141e-05, + 4.7448877012357116e-05, + 4.726545012090355e-05, + 4.7084027755772695e-05, + 4.690290370490402e-05, + 4.672563954954967e-05, + 4.654468284570612e-05, + 4.636540325009264e-05, + 4.618180901161395e-05, + 4.599839303409681e-05, + 4.5817563659511507e-05, + 4.564184564515017e-05, + 4.5464697905117646e-05, + 4.5286520617082715e-05, + 4.510331928031519e-05, + 4.492328662308864e-05, + 4.4745142076862976e-05, + 4.456503302208148e-05, + 4.4385520595824346e-05, + 4.421308767632581e-05, + 4.404226638143882e-05, + 4.3874191760551184e-05, + 4.3709424062399194e-05, + 4.354851625976153e-05, + 4.338771032053046e-05, + 4.3230276787653565e-05, + 4.3073578126495704e-05, + 4.2922656575683504e-05, + 4.277528205420822e-05, + 4.263080336386338e-05, + 4.249241828802042e-05, + 4.235126107232645e-05, + 4.2208503145957366e-05, + 4.20647302235011e-05, + 4.192716005491093e-05, + 4.1787538066273555e-05, + 4.1647326725069433e-05, + 4.150583117734641e-05, + 4.136358984396793e-05, + 4.122438622289337e-05, + 4.108689245185815e-05, + 4.094901305506937e-05, + 4.081367660546675e-05, + 4.0676099160918966e-05, + 4.053963129990734e-05, + 4.040133353555575e-05, + 4.026204987894744e-05, + 4.0125371015165e-05, + 3.999206091975793e-05, + 3.9860900869825855e-05, + 3.973494312958792e-05, + 3.961145193898119e-05, + 3.94893140764907e-05, + 3.936704888474196e-05, + 3.9239603211171925e-05, + 3.911337989848107e-05, + 3.8988611777313054e-05, + 3.88728549296502e-05, + 3.875635957228951e-05, + 3.8645350286969915e-05, + 3.853107045870274e-05, + 3.8410042179748416e-05, + 3.8285466871457174e-05, + 3.815807940554805e-05, + 3.80284218408633e-05, + 3.7899764720350504e-05, + 3.777355232159607e-05, + 3.7648733268724754e-05, + 3.75282543245703e-05, + 3.740839383681305e-05, + 3.72893555322662e-05, + 3.717251820489764e-05, + 3.7051577237434685e-05, + 3.6933492083335295e-05, + 3.6822650145040825e-05, + 3.671209196909331e-05, + 3.6600213206838816e-05, + 3.649293284979649e-05, + 3.6384382838150486e-05, + 3.627348633017391e-05, + 3.616623507696204e-05, + 3.6059900594409555e-05, + 3.595016823965125e-05, + 3.5837067116517574e-05, + 3.572470086510293e-05, + 3.561758785508573e-05, + 3.551120244082995e-05, + 3.540383477229625e-05, + 3.5299090086482465e-05, + 3.5201959690311924e-05, + 3.510391979943961e-05, + 3.5001026844838634e-05, + 3.4902568586403504e-05, + 3.4803972084773704e-05, + 3.4705499274423346e-05, + 3.460829975665547e-05, + 3.4513835998950526e-05, + 3.442065280978568e-05, + 3.432517405599356e-05, + 3.422727604629472e-05, + 3.413075319258496e-05, + 3.403552545933053e-05, + 3.394003215362318e-05, + 3.384468436706811e-05, + 3.3753502066247165e-05, + 3.36626180796884e-05, + 3.3567845093784854e-05, + 3.347220626892522e-05, + 3.3376931241946295e-05, + 3.328299135318957e-05, + 3.31931805703789e-05, + 3.310332613182254e-05, + 3.30172770190984e-05, + 3.2931173336692154e-05, + 3.2846925023477525e-05, + 3.2762214686954394e-05, + 3.267693682573736e-05, + 3.2590851333225146e-05, + 3.250642475904897e-05, + 3.242076491005719e-05, + 3.23367967212107e-05, + 3.2250107324216515e-05, + 3.2164331059902906e-05, + 3.2076644856715575e-05, + 3.198438207618892e-05, + 3.189143171766773e-05, + 3.1798081181477755e-05, + 3.170490890624933e-05, + 3.161258791806176e-05, + 3.15205761580728e-05, + 3.142583227599971e-05, + 3.133233622065745e-05, + 3.124060822301544e-05, + 3.114889477728866e-05, + 3.105795258306898e-05, + 3.0968807550380006e-05, + 3.088181256316602e-05, + 3.079608723055571e-05, + 3.071341780014336e-05, + 3.063078111154027e-05, + 3.054525950574316e-05, + 3.0461111236945726e-05, + 3.037632086488884e-05, + 3.0288891139207408e-05, + 3.0202318157535046e-05, + 3.0116483685560524e-05, + 3.002955963893328e-05, + 2.9942710170871578e-05, + 2.9857907065888867e-05, + 2.9772991183563136e-05, + 2.9690179871977307e-05, + 2.9606788302771747e-05, + 2.95208901661681e-05, + 2.9437644116114825e-05, + 2.9354907383094542e-05, + 2.9278451620484702e-05, + 2.919921462307684e-05, + 2.9119466489646584e-05, + 2.904029497585725e-05, + 2.8961567295482382e-05, + 2.888450944737997e-05, + 2.8808493880205788e-05, + 2.8732820283039473e-05, + 2.865569513232913e-05, + 2.8581924198078923e-05, + 2.8508135073934682e-05, + 2.843719266820699e-05, + 2.8370050131343305e-05, + 2.8302010832703672e-05, + 2.8233329430804588e-05, + 2.8167232812847942e-05, + 2.810495425364934e-05, + 2.8043343263561837e-05, + 2.7982943720417097e-05, + 2.792439772747457e-05, + 2.7861267881235108e-05, + 2.7799003873951733e-05, + 2.773764390440192e-05, + 2.7675157980411313e-05, + 2.76093342108652e-05, + 2.7542713723960333e-05, + 2.747512553469278e-05, + 2.740451236604713e-05, + 2.7332767785992473e-05, + 2.725878221099265e-05, + 2.7186515580979176e-05, + 2.711093839025125e-05, + 2.7032903744839132e-05, + 2.695601506275125e-05, + 2.6878466087509878e-05, + 2.6800422347150743e-05, + 2.672449772944674e-05, + 2.6649733626982197e-05, + 2.6575025913189165e-05, + 2.650310125318356e-05, + 2.6432302547618747e-05, + 2.6361669370089658e-05, + 2.628989386721514e-05, + 2.6219779101666063e-05, + 2.6150644771405496e-05, + 2.6083482225658372e-05, + 2.6014569812105037e-05, + 2.594882062112447e-05, + 2.5884755814331584e-05, + 2.5819816073635593e-05, + 2.5755329261301085e-05, + 2.569160278653726e-05, + 2.5628645744291134e-05, + 2.55647610174492e-05, + 2.5498116883682087e-05, + 2.5430421374039724e-05, + 2.5361148800584488e-05, + 2.5293162252637558e-05, + 2.5228202503058128e-05, + 2.5164883481920697e-05, + 2.5100767743424512e-05, + 2.5038334570126608e-05, + 2.497939749446232e-05, + 2.4920906071201898e-05, + 2.4864659280865453e-05, + 2.4810551622067578e-05, + 2.4757449864409864e-05, + 2.470479012117721e-05, + 2.4654385924804956e-05, + 2.460709583829157e-05, + 2.456039874232374e-05, + 2.4515784389222972e-05, + 2.4471082724630833e-05, + 2.4425700758001767e-05, + 2.4382186893490143e-05, + 2.4340466552530415e-05, + 2.4297160052810796e-05, + 2.4254519303212874e-05, + 2.421161661914084e-05, + 2.4167706214939244e-05, + 2.4123051844071597e-05, + 2.4078995920717716e-05, + 2.4035492970142514e-05, + 2.399036930000875e-05, + 2.394606599409599e-05, + 2.3903481633169577e-05, + 2.3859312932472676e-05, + 2.381418744334951e-05, + 2.3769163817632943e-05, + 2.3725400751573034e-05, + 2.3681293896515854e-05, + 2.363743078603875e-05, + 2.3592612706124783e-05, + 2.3547741875518113e-05, + 2.350358226976823e-05, + 2.34589879255509e-05, + 2.3413826056639664e-05, + 2.3367882022284903e-05, + 2.3321867047343403e-05, + 2.327580841665622e-05, + 2.322863474546466e-05, + 2.3182092263596132e-05, + 2.313667027920019e-05, + 2.3091801267582923e-05, + 2.304561530763749e-05, + 2.299677908013109e-05, + 2.2946698663872667e-05, + 2.2896549126016907e-05, + 2.28476055781357e-05, + 2.2799447833676822e-05, + 2.2751941287424415e-05, + 2.270369259349536e-05, + 2.2656211513094604e-05, + 2.2610744053963572e-05, + 2.2565855033462867e-05, + 2.2522901417687535e-05, + 2.2481353880721144e-05, + 2.24398809223203e-05, + 2.2398164219339378e-05, + 2.2357733541866764e-05, + 2.2318798073683865e-05, + 2.228058292530477e-05, + 2.224437594122719e-05, + 2.220855458290316e-05, + 2.2172005628817715e-05, + 2.2136469851830043e-05, + 2.210077946074307e-05, + 2.2064652512199245e-05, + 2.202840732934419e-05, + 2.1991654648445547e-05, + 2.1954709154670127e-05, + 2.1917096091783606e-05, + 2.1880367057747208e-05, + 2.184381810366176e-05, + 2.1806295990245417e-05, + 2.1769092199974693e-05, + 2.1732255845563486e-05, + 2.1694488168577664e-05, + 2.1655805539921857e-05, + 2.161781048926059e-05, + 2.157885319320485e-05, + 2.1538402506848797e-05, + 2.1498563000932336e-05, + 2.1459312847582623e-05, + 2.142078119504731e-05, + 2.138307536370121e-05, + 2.1344512788346037e-05, + 2.1305022528395057e-05, + 2.1267203919705935e-05, + 2.1230067432043143e-05, + 2.119372038578149e-05, + 2.115699135174509e-05, + 2.1120355086168274e-05, + 2.1082923922222108e-05, + 2.1045370885985903e-05, + 2.1007466784794815e-05, + 2.097050310112536e-05, + 2.0933914129273035e-05, + 2.0898067305097356e-05, + 2.0861582015641034e-05, + 2.0824838429689407e-05, + 2.0788487745448947e-05, + 2.0752120690303855e-05, + 2.071616290777456e-05, + 2.068035064439755e-05, + 2.06439035537187e-05, + 2.0607345504686236e-05, + 2.0570321794366464e-05, + 2.053299976978451e-05, + 2.04958541871747e-05, + 2.0459674487938173e-05, + 2.0423940441105515e-05, + 2.038952152361162e-05, + 2.0354698790470138e-05, + 2.0320434487075545e-05, + 2.0286555809434503e-05, + 2.0253324692021124e-05, + 2.0220164515194483e-05, + 2.0187622794765048e-05, + 2.0154144294792786e-05, + 2.012122240557801e-05, + 2.0088564269826747e-05, + 2.005669921345543e-05, + 2.0025618141517043e-05, + 1.9995974071207456e-05, + 1.9966675608884543e-05, + 1.9937702745664865e-05, + 1.990895725612063e-05, + 1.98793932213448e-05, + 1.985043127206154e-05, + 1.9821552996290848e-05, + 1.9791834347415715e-05, + 1.9762943338719197e-05, + 1.9733864974114113e-05, + 1.9704455553437583e-05, + 1.967507523659151e-05, + 1.964539842447266e-05, + 1.961423367902171e-05, + 1.9582734239520505e-05, + 1.9551385776139796e-05, + 1.9519175111781806e-05, + 1.9485905795590952e-05, + 1.9452079868642613e-05, + 1.9418088413658552e-05, + 1.938322020578198e-05, + 1.9348908608662896e-05, + 1.9313363736728206e-05, + 1.9278289983049035e-05, + 1.924375828821212e-05, + 1.9207598597859032e-05, + 1.9172568499925546e-05, + 1.9139211872243322e-05, + 1.9107003026874736e-05, + 1.9075947420787998e-05, + 1.9045710359932855e-05, + 1.9015367797692306e-05, + 1.898643677122891e-05, + 1.8958324289997108e-05, + 1.8930330043076538e-05, + 1.8904047465184703e-05, + 1.8878004993894137e-05, + 1.8852491848520003e-05, + 1.8827628082362935e-05, + 1.8802313206833787e-05, + 1.8777282093651593e-05, + 1.8753540643956512e-05, + 1.8730139345279895e-05, + 1.8704720787354745e-05, + 1.86792531167157e-05, + 1.86537581612356e-05, + 1.862854514911305e-05, + 1.8603337593958713e-05, + 1.8578120943857357e-05, + 1.855338086897973e-05, + 1.8528253349359147e-05, + 1.8502427337807603e-05, + 1.8477732737665065e-05, + 1.8452838048688136e-05, + 1.842773963289801e-05, + 1.840205914049875e-05, + 1.8376400475972332e-05, + 1.8349881429458037e-05, + 1.83233405550709e-05, + 1.8298092982149683e-05, + 1.8272532543051057e-05, + 1.824651553761214e-05, + 1.8220047422801144e-05, + 1.819377939682454e-05, + 1.8167856978834607e-05, + 1.8142143744626082e-05, + 1.8116008504875936e-05, + 1.8090133380610496e-05, + 1.806354157452006e-05, + 1.8036942492472008e-05, + 1.8010561689152382e-05, + 1.798518860596232e-05, + 1.7960808690986596e-05, + 1.79367507371353e-05, + 1.7912616385729052e-05, + 1.7888254660647362e-05, + 1.7863785615190864e-05, + 1.783970947144553e-05, + 1.781601349648554e-05, + 1.779269405233208e-05, + 1.7768836187315173e-05, + 1.774478550942149e-05, + 1.7720534742693417e-05, + 1.7696316717774607e-05, + 1.7672136891633272e-05, + 1.7648419088800438e-05, + 1.762481770128943e-05, + 1.760040504450444e-05, + 1.7576445316080935e-05, + 1.7552012650412507e-05, + 1.7527989257359877e-05, + 1.750421870383434e-05, + 1.748203249007929e-05, + 1.745968074828852e-05, + 1.743772554618772e-05, + 1.7415493857697584e-05, + 1.7393327652825974e-05, + 1.7372265574522316e-05, + 1.735120895318687e-05, + 1.7330368791590445e-05, + 1.7308819224126637e-05, + 1.7287427908740938e-05, + 1.7266005670535378e-05, + 1.724400499369949e-05, + 1.7222542737727053e-05, + 1.7201382433995605e-05, + 1.7180678696604446e-05, + 1.7159285562229343e-05, + 1.7137064787675627e-05, + 1.7113909052568488e-05, + 1.7090616893256083e-05, + 1.7067497537937015e-05, + 1.7044352716766298e-05, + 1.7020885934471153e-05, + 1.6996729755192064e-05, + 1.697315565252211e-05, + 1.6949505152297206e-05, + 1.6926085663726553e-05, + 1.6903157302294858e-05, + 1.687921758275479e-05, + 1.6855592548381537e-05, + 1.6831763787195086e-05, + 1.6807687643449754e-05, + 1.6782722013886087e-05, + 1.6757794583099894e-05, + 1.6733170923544094e-05, + 1.670925303187687e-05, + 1.6685418813722208e-05, + 1.6661691915942356e-05, + 1.6638052329653874e-05, + 1.661478563619312e-05, + 1.659154258959461e-05, + 1.6568143109907396e-05, + 1.654446532484144e-05, + 1.652100581850391e-05, + 1.649715159146581e-05, + 1.6474386939080432e-05, + 1.645176234887913e-05, + 1.6429450624855235e-05, + 1.6407588191214018e-05, + 1.638573121454101e-05, + 1.636474007682409e-05, + 1.6344154573744163e-05, + 1.6323534509865567e-05, + 1.6303225493174978e-05, + 1.6282629076158628e-05, + 1.6262114513665438e-05, + 1.6242584024439566e-05, + 1.622412310098298e-05, + 1.6206475265789777e-05, + 1.6189385860343464e-05, + 1.6172718460438773e-05, + 1.6156036508618854e-05, + 1.6139458239194937e-05, + 1.6122583474498242e-05, + 1.6105333997984417e-05, + 1.6087908079498447e-05, + 1.6069794583017938e-05, + 1.60517174663255e-05, + 1.60329946083948e-05, + 1.601448457222432e-05, + 1.5996067304513417e-05, + 1.5978048395481892e-05, + 1.5959883967298083e-05, + 1.5941493984428234e-05, + 1.5922534657875076e-05, + 1.590296051290352e-05, + 1.588288796483539e-05, + 1.5862502550589852e-05, + 1.5842359061934985e-05, + 1.582265213073697e-05, + 1.5803503629285842e-05, + 1.5785222785780206e-05, + 1.5767171134939417e-05, + 1.574928501213435e-05, + 1.5731286111986265e-05, + 1.571357461216394e-05, + 1.5695863112341613e-05, + 1.5677514966228046e-05, + 1.5658421034459025e-05, + 1.5639183402527124e-05, + 1.562028228363488e-05, + 1.5601819541188888e-05, + 1.5583787899231538e-05, + 1.5565781723125838e-05, + 1.554773007228505e-05, + 1.5529536540270783e-05, + 1.551131390442606e-05, + 1.5492556485696696e-05, + 1.547371721244417e-05, + 1.5455272659892216e-05, + 1.54373610712355e-05, + 1.5419844203279354e-05, + 1.540294397273101e-05, + 1.5386904124170542e-05, + 1.537146272312384e-05, + 1.5356055882875808e-05, + 1.5340514437411912e-05, + 1.532522583147511e-05, + 1.5309960872400552e-05, + 1.5294648619601503e-05, + 1.527939093648456e-05, + 1.526418600406032e-05, + 1.5248514500854071e-05, + 1.5232556506816763e-05, + 1.5216995052469429e-05, + 1.5201387213892303e-05, + 1.5185674783424474e-05, + 1.5169849575613625e-05, + 1.5153587810345925e-05, + 1.5137459740799386e-05, + 1.5121270735107828e-05, + 1.5104759768291842e-05, + 1.5087764040799811e-05, + 1.5070827430463396e-05, + 1.5053606148285326e-05, + 1.503597195551265e-05, + 1.5018194062577095e-05, + 1.5000383427832276e-05, + 1.4982582797529176e-05, + 1.4964757610869128e-05, + 1.4946785086067393e-05, + 1.4929340068192687e-05, + 1.4911721336829942e-05, + 1.4894216292304918e-05, + 1.4877019566483796e-05, + 1.4859832845104393e-05, + 1.4842522432445548e-05, + 1.4825284779362846e-05, + 1.4808307241764851e-05, + 1.4791533430980053e-05, + 1.4774851479160134e-05, + 1.4758184988750145e-05, + 1.4741466657142155e-05, + 1.472454550821567e-05, + 1.4708078197145369e-05, + 1.4691449905512854e-05, + 1.4675111742690206e-05, + 1.4659100088465493e-05, + 1.4643018403148744e-05, + 1.4626234587922227e-05, + 1.4609772733820137e-05, + 1.4593335436074995e-05, + 1.4576894500351045e-05, + 1.456046084058471e-05, + 1.454438370274147e-05, + 1.4528402061841916e-05, + 1.451260868634563e-05, + 1.4496939911623485e-05, + 1.4481755897577386e-05, + 1.4466903849097434e-05, + 1.4452407413045876e-05, + 1.4437689969781786e-05, + 1.4423269931285176e-05, + 1.4408950846700463e-05, + 1.4394821846508421e-05, + 1.4380843822436873e-05, + 1.4366736650117673e-05, + 1.4352421203511767e-05, + 1.4337957509269472e-05, + 1.4323303730634507e-05, + 1.4308735444501508e-05, + 1.429381336492952e-05, + 1.4279160495789256e-05, + 1.4264197488955688e-05, + 1.424880883860169e-05, + 1.4232913599698804e-05, + 1.4216376257536467e-05, + 1.4199970792105887e-05, + 1.4183348866936285e-05, + 1.4166860637487844e-05, + 1.4150493370834738e-05, + 1.4133908734947909e-05, + 1.411699122400023e-05, + 1.4100140106165782e-05, + 1.4083161659073085e-05, + 1.4066370567888953e-05, + 1.4049564015294891e-05, + 1.4032196304469835e-05, + 1.4015046872373205e-05, + 1.3998122085467912e-05, + 1.3981455595057923e-05, + 1.3964823665446602e-05, + 1.394826813339023e-05, + 1.3931939065514598e-05, + 1.3915803720010445e-05, + 1.3899901205149945e-05, + 1.3883915016776882e-05, + 1.3867865163774695e-05, + 1.385191899316851e-05, + 1.3835992831445765e-05, + 1.3820131243846845e-05, + 1.380463163513923e-05, + 1.3789130207442213e-05, + 1.3773855243925937e-05, + 1.3758914064965211e-05, + 1.374470411974471e-05, + 1.3730299542658031e-05, + 1.3715845852857456e-05, + 1.3701205716643017e-05, + 1.368615630781278e-05, + 1.3670991393155418e-05, + 1.3656048395205289e-05, + 1.3640914403367788e-05, + 1.3625372957903892e-05, + 1.3610022506327368e-05, + 1.3594743904832285e-05, + 1.3579256119555794e-05, + 1.35634081743774e-05, + 1.3547576600103639e-05, + 1.3532137927541044e-05, + 1.3516550097847357e-05, + 1.350095681118546e-05, + 1.3485442650562618e-05, + 1.3469681107380893e-05, + 1.3453569408738986e-05, + 1.3437228517432231e-05, + 1.3420896721072495e-05, + 1.340477592748357e-05, + 1.3389161722443532e-05, + 1.3373676665651146e-05, + 1.335813976766076e-05, + 1.334279113507364e-05, + 1.3327712622412946e-05, + 1.3312815099197906e-05, + 1.3297918485477567e-05, + 1.3283312910061795e-05, + 1.3268848306324799e-05, + 1.3254891200631391e-05, + 1.324056302109966e-05, + 1.3226414012024179e-05, + 1.3212536941864528e-05, + 1.3198729902796913e-05, + 1.318510840064846e-05, + 1.3171336831874214e-05, + 1.3157392459106632e-05, + 1.3143388969183434e-05, + 1.3129523722454906e-05, + 1.3115502952132374e-05, + 1.3101355762046296e-05, + 1.3087403203826398e-05, + 1.3073708032607101e-05, + 1.30599592012004e-05, + 1.3046214007772505e-05, + 1.3032527931500226e-05, + 1.3019122889090795e-05, + 1.3005836080992594e-05, + 1.2992702977498993e-05, + 1.2979395251022652e-05, + 1.2965921996510588e-05, + 1.295241600018926e-05, + 1.293869900109712e-05, + 1.2925465853186324e-05, + 1.2912411875731777e-05, + 1.289977353735594e-05, + 1.2887151569884736e-05, + 1.2874324966105632e-05, + 1.2861474715464283e-05, + 1.2848794540332165e-05, + 1.2836150744988117e-05, + 1.282333232666133e-05, + 1.2810413863917347e-05, + 1.2797777344530914e-05, + 1.2785018043359742e-05, + 1.2771988622262143e-05, + 1.27586799862911e-05, + 1.274497299164068e-05, + 1.2731160495604854e-05, + 1.2717175195575692e-05, + 1.270316988666309e-05, + 1.268889354832936e-05, + 1.2674698155024089e-05, + 1.2660525499086361e-05, + 1.2646305549424142e-05, + 1.2632035577553324e-05, + 1.2617482752830256e-05, + 1.260277713299729e-05, + 1.2587902347149793e-05, + 1.2573261301440652e-05, + 1.2558592061395757e-05, + 1.2544078344944865e-05, + 1.2529555533546954e-05, + 1.2515135495050345e-05, + 1.2500696357164998e-05, + 1.2486418199841864e-05, + 1.2472316484490875e-05, + 1.2458270248316694e-05, + 1.2444570529623888e-05, + 1.2430963579390664e-05, + 1.241747486346867e-05, + 1.2404157132550608e-05, + 1.2390924894134514e-05, + 1.2377656275930349e-05, + 1.2364140275167301e-05, + 1.2351003533694893e-05, + 1.233795137522975e-05, + 1.2325079296715558e-05, + 1.2312249054957647e-05, + 1.2299266018089838e-05, + 1.228634482686175e-05, + 1.2273369065951556e-05, + 1.2260165021871217e-05, + 1.2246812730154488e-05, + 1.2233651432325132e-05, + 1.222046648763353e-05, + 1.2207090549054556e-05, + 1.21937246149173e-05, + 1.2180318663013168e-05, + 1.2167025488452055e-05, + 1.215385964314919e-05 + ], + "stabilities": [ + 0.3259323835372925, + 1.0, + 1.0, + 0.7466665506362915, + 1.0, + 1.0, + 0.944444477558136, + 0.7745097875595093, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9171779155731201, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942196607589722, + 0.9985464811325073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99113929271698, + 1.0, + 1.0, + 1.0, + 0.9803467988967896, + 0.9882076382637024, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939940571784973, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9895012974739075, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9905109405517578, + 1.0, + 1.0, + 1.0, + 0.9985974431037903, + 0.9908707737922668, + 0.9929128885269165, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9590505361557007, + 0.9870049357414246, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984702467918396, + 0.9846780896186829, + 1.0, + 1.0, + 1.0, + 0.9823703765869141, + 1.0, + 1.0, + 0.9954994320869446, + 1.0, + 1.0, + 0.9868072271347046, + 1.0, + 0.9763883948326111, + 1.0, + 0.9906124472618103, + 1.0, + 0.9973486065864563, + 0.9915817975997925, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957247376441956, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992107152938843, + 1.0, + 0.9899303317070007, + 1.0, + 1.0, + 0.994949460029602, + 1.0, + 0.9859429597854614, + 1.0, + 1.0, + 1.0, + 0.993405818939209, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946438074111938, + 0.9940765500068665, + 0.9959371089935303, + 1.0, + 0.9396758079528809, + 1.0, + 0.9749103784561157, + 1.0, + 0.9958053231239319, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939314126968384, + 0.9896469712257385, + 1.0, + 0.9792977571487427, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9841756224632263, + 0.9992220401763916, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967886209487915, + 0.9982652068138123, + 1.0, + 0.9910455346107483, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939315319061279, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971204400062561, + 1.0, + 1.0, + 0.9883261322975159, + 0.9788531064987183, + 0.9756714701652527, + 1.0, + 1.0, + 1.0, + 0.9900132417678833, + 0.9653597474098206, + 0.9980283975601196, + 1.0, + 1.0, + 0.9524520039558411, + 1.0, + 0.999808132648468, + 1.0, + 0.9857218861579895, + 0.9940250515937805, + 0.9859744906425476, + 1.0, + 1.0, + 1.0, + 0.9827614426612854, + 0.9642435908317566, + 1.0, + 1.0, + 0.9937726855278015, + 0.9498694539070129, + 1.0, + 1.0, + 1.0, + 0.9722617268562317, + 0.9220921993255615, + 0.9958349466323853, + 0.9910377264022827, + 0.9831189513206482, + 1.0, + 0.985029399394989, + 1.0, + 1.0, + 0.9966482520103455, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9879915714263916, + 0.9766028523445129, + 1.0, + 0.9850382208824158, + 1.0, + 1.0, + 0.9847421646118164, + 0.9914780855178833, + 0.9965620636940002, + 1.0, + 1.0, + 1.0, + 0.9911996126174927, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982793927192688, + 0.9836254119873047, + 1.0, + 1.0, + 1.0, + 0.9954152703285217, + 1.0, + 1.0, + 1.0, + 0.972806990146637, + 1.0, + 0.9959802031517029, + 0.9930040836334229, + 0.9880775213241577, + 1.0, + 0.9903702735900879, + 1.0, + 0.9738811254501343, + 0.9870093464851379, + 0.9906594157218933, + 0.9682856798171997, + 1.0, + 1.0, + 1.0, + 0.9666712880134583, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9898202419281006, + 0.9979965090751648, + 1.0, + 0.9916788339614868, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926799535751343, + 0.985626757144928, + 0.9940400719642639, + 0.9698941111564636, + 0.9898724555969238, + 0.9984055161476135, + 1.0, + 1.0, + 1.0, + 0.9991243481636047, + 0.936529815196991, + 1.0, + 0.9613004922866821, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9915489554405212, + 0.9994392991065979, + 0.9752019643783569, + 1.0, + 1.0, + 0.9913251399993896, + 1.0, + 0.9871159791946411, + 0.9477911591529846, + 1.0, + 1.0, + 0.9678378701210022, + 1.0, + 1.0, + 0.976190447807312, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9625052213668823, + 1.0, + 1.0, + 0.9847443103790283, + 0.9355225563049316, + 1.0, + 1.0, + 0.9655060172080994, + 1.0, + 1.0, + 0.995708167552948, + 0.9801060557365417, + 0.994700014591217, + 1.0, + 1.0, + 0.9946994781494141, + 0.9952040314674377, + 1.0, + 1.0, + 0.9644734263420105, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947644472122192, + 0.9643723964691162, + 1.0, + 0.9654598236083984, + 1.0, + 0.9862179160118103, + 1.0, + 1.0, + 1.0, + 0.9886187314987183, + 1.0, + 0.988130509853363, + 1.0, + 0.9977118372917175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964805841445923, + 0.9905819296836853, + 1.0, + 1.0, + 0.9895055294036865, + 0.9848973751068115, + 0.9942281246185303, + 0.9728792309761047, + 1.0, + 1.0, + 0.9933152794837952, + 1.0, + 1.0, + 0.9995168447494507, + 1.0, + 1.0, + 1.0, + 0.9856351017951965, + 1.0, + 0.9847962856292725, + 1.0, + 1.0, + 0.9783099293708801, + 1.0, + 0.9322333931922913, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873486757278442, + 0.9949995875358582, + 1.0, + 1.0, + 0.9646987915039062, + 1.0, + 0.9692704081535339, + 0.95425945520401, + 1.0, + 1.0, + 0.9696352481842041, + 0.948870837688446, + 0.9959298372268677, + 0.9868515133857727, + 0.9755131602287292, + 1.0, + 0.9931174516677856, + 0.9922998547554016, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9855229258537292, + 1.0, + 1.0, + 0.9948832392692566, + 1.0, + 1.0, + 0.9823678731918335, + 0.9946956038475037, + 1.0, + 0.9717254042625427, + 0.9932949542999268, + 1.0, + 1.0, + 0.9858103394508362, + 0.9948056936264038, + 0.9799950122833252, + 1.0, + 0.9623729586601257, + 0.9824798703193665, + 1.0, + 1.0, + 0.9963485598564148, + 0.9960135817527771, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9905425310134888, + 0.9640386700630188, + 0.983098030090332, + 1.0, + 0.982042670249939, + 0.9515789151191711, + 1.0, + 0.968858540058136, + 0.9689008593559265, + 0.98822420835495, + 0.9984338283538818, + 0.9635136723518372, + 0.9440118670463562, + 0.9931768774986267, + 0.961271345615387, + 1.0, + 1.0, + 0.9640348553657532, + 0.9637227654457092, + 1.0, + 0.9897597432136536, + 1.0, + 1.0, + 1.0, + 0.9921518564224243, + 0.992767870426178, + 1.0, + 0.987414538860321, + 0.9664775133132935, + 1.0, + 1.0, + 1.0, + 0.9776108264923096, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9899834394454956, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9929506778717041, + 0.9821881651878357, + 0.9938690066337585, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9828755855560303, + 0.9908573627471924, + 0.9932103157043457, + 1.0, + 0.9909153580665588, + 0.9639624357223511, + 0.9940782189369202, + 0.962813675403595, + 0.9730016589164734, + 1.0, + 1.0, + 0.9747691750526428, + 0.968277633190155, + 0.9866675138473511, + 0.9521967172622681, + 0.9945089817047119, + 1.0, + 0.9769230484962463, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815604090690613, + 1.0, + 1.0, + 0.9966964721679688, + 0.995320737361908, + 1.0, + 1.0, + 0.9876968264579773, + 1.0, + 1.0, + 0.9907493591308594, + 0.9909546971321106, + 0.9873387217521667, + 0.9840152859687805, + 1.0, + 1.0, + 0.9636644124984741, + 0.9873523712158203, + 0.9840028882026672, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9807286262512207, + 0.9956979155540466, + 0.9851112365722656, + 1.0, + 1.0, + 0.9947380423545837, + 1.0, + 0.994170069694519, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9796171188354492, + 0.9931923747062683, + 0.9684373736381531, + 1.0, + 0.9896739721298218, + 0.9939325451850891, + 0.9859082698822021, + 1.0, + 0.9862112998962402, + 1.0, + 0.9883464574813843, + 0.9970236420631409, + 0.9809978008270264, + 0.980044424533844, + 0.9582014679908752, + 0.9926466345787048, + 0.9930943250656128, + 0.9964599609375, + 1.0, + 0.9839096069335938, + 1.0, + 1.0, + 0.9764330983161926, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989741861820221, + 1.0, + 0.9927154183387756, + 0.9907803535461426, + 1.0, + 0.974628210067749, + 0.9577842950820923, + 0.9709857702255249, + 0.9691742062568665, + 0.9786589741706848, + 1.0, + 0.9584177732467651, + 0.9762459993362427, + 1.0, + 0.9429110884666443, + 0.9948760271072388, + 0.9837201237678528, + 0.9782752394676208, + 1.0, + 0.9927179217338562, + 0.9523491859436035, + 0.9891781806945801, + 1.0, + 1.0, + 1.0, + 0.9929364323616028, + 1.0, + 1.0, + 0.9848970770835876, + 1.0, + 1.0, + 0.9600697159767151, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9554681181907654, + 1.0, + 1.0, + 1.0, + 0.9969095587730408, + 0.9912253022193909, + 0.9961304068565369, + 1.0, + 0.9946836233139038, + 1.0, + 1.0, + 0.9964134693145752, + 0.9659315347671509, + 0.9649924039840698, + 0.9906994104385376, + 1.0, + 1.0, + 1.0, + 0.9880064129829407, + 0.9881845116615295, + 0.9878794550895691, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9849655032157898, + 0.9990460276603699, + 1.0, + 0.9854946732521057, + 1.0, + 0.987348198890686, + 0.9935930371284485, + 0.9374774694442749, + 1.0, + 0.986012876033783, + 1.0, + 1.0, + 0.9537635445594788, + 1.0, + 0.9931378960609436, + 1.0, + 0.9965332746505737, + 1.0, + 1.0, + 0.9791610836982727, + 0.9894949197769165, + 0.9819022417068481, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965693354606628, + 1.0, + 1.0, + 1.0, + 0.9802026748657227, + 1.0, + 0.994494616985321, + 0.9834398031234741, + 1.0, + 0.9911451935768127, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9925044775009155, + 0.9760850667953491, + 1.0, + 0.9999555945396423, + 1.0, + 0.9886358976364136, + 1.0, + 1.0, + 1.0, + 0.9951238632202148, + 1.0, + 0.9585545063018799, + 0.9981686472892761, + 0.9903343319892883, + 0.9839591383934021, + 1.0, + 0.964272677898407, + 0.9844869375228882, + 1.0, + 0.9888356328010559, + 1.0, + 0.9998095631599426, + 0.9557185173034668, + 0.9483858942985535, + 0.958919882774353, + 0.9714582562446594, + 0.9780071377754211, + 1.0, + 0.9966691732406616, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9923381209373474, + 0.9982337951660156, + 0.9816995859146118, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992380678653717, + 0.9821300506591797, + 0.9752217531204224, + 0.9580442905426025, + 0.9908009767532349, + 0.9942712783813477, + 1.0, + 0.9872583150863647, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9860709309577942, + 0.9802788496017456, + 0.9802095890045166, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9826938509941101, + 0.9744709730148315, + 0.981273889541626, + 0.9680197834968567, + 0.9519689679145813, + 0.9656578898429871, + 1.0, + 1.0, + 0.986474335193634, + 1.0, + 1.0, + 0.9993618726730347, + 0.9991486072540283, + 1.0, + 1.0, + 0.978110671043396, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9948795437812805, + 1.0, + 1.0, + 1.0, + 0.9998157024383545, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9741776585578918, + 1.0, + 0.9971274137496948, + 0.9859396815299988, + 1.0, + 1.0, + 0.9993115663528442, + 0.98859041929245, + 0.9913766384124756, + 0.9979792237281799, + 1.0, + 1.0, + 1.0, + 0.9765014052391052, + 1.0, + 0.9860200881958008, + 0.9833120107650757, + 1.0, + 1.0, + 0.9842125177383423, + 1.0, + 1.0, + 1.0, + 0.9814870357513428, + 0.9976476430892944, + 0.991529107093811, + 0.995244026184082, + 0.9721238613128662, + 0.9810650944709778, + 0.9789830446243286, + 1.0, + 0.9825925230979919, + 0.9961157441139221, + 0.9895382523536682, + 0.992022693157196, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971678256988525, + 1.0, + 0.9851950407028198, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954475164413452, + 1.0, + 0.9955807328224182, + 0.9964646697044373, + 1.0, + 1.0, + 0.999848484992981, + 1.0, + 0.9926976561546326, + 1.0, + 1.0, + 0.9913122653961182, + 0.9908708930015564, + 0.9885019659996033, + 1.0, + 0.9990695118904114, + 0.9899414777755737, + 0.9917208552360535, + 0.9890714287757874, + 1.0, + 1.0, + 0.9971321821212769, + 1.0, + 0.9995092153549194, + 0.9805824756622314, + 1.0, + 0.9887524247169495, + 0.981441855430603, + 0.9540725350379944, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.988648533821106, + 1.0, + 1.0, + 0.9911772012710571, + 0.9989944696426392, + 1.0, + 1.0, + 1.0, + 0.978645384311676, + 1.0, + 1.0, + 0.9985342621803284, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990856409072876, + 0.972113311290741, + 0.9954448938369751, + 1.0, + 0.9913631081581116, + 0.9862146377563477, + 0.9914145469665527, + 1.0, + 0.9837748408317566, + 0.9936566352844238, + 0.9680808186531067, + 1.0, + 0.9908173680305481, + 0.9841597676277161, + 0.9981241226196289, + 0.9896631836891174, + 1.0, + 1.0, + 1.0, + 0.9933038949966431, + 1.0, + 1.0, + 0.9897425174713135, + 0.9846716523170471, + 1.0, + 1.0, + 0.9989069700241089, + 0.9825303554534912, + 0.9943206906318665, + 0.9914137721061707, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9678613543510437, + 0.989446222782135, + 0.9711228013038635, + 1.0, + 1.0, + 1.0, + 0.9897799491882324, + 1.0, + 1.0, + 1.0, + 0.9810462594032288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979060292243958, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9879761338233948, + 1.0, + 0.9930247664451599, + 1.0, + 0.9968677759170532, + 1.0, + 0.9925939440727234, + 0.9911625981330872, + 0.9996606707572937, + 0.9788284301757812, + 0.9965948462486267, + 0.9946848154067993, + 0.9907443523406982, + 0.9971106052398682, + 1.0, + 1.0, + 0.975359320640564, + 0.9967578053474426, + 0.9895656108856201, + 1.0, + 1.0, + 0.9986856579780579, + 1.0, + 1.0, + 1.0, + 0.9890839457511902, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952437281608582, + 0.9937992691993713 + ], + "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_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_df_eval.csv b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..f91eec88ffe1d6d2bab4b66c2d90158739fc17e2 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_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 +1.2045455,1.2045455,-0.0076465206,400.0,10000.0,25.0,625.0,,128.0,0.0002497952,0.1,1.3428351 +1.46875,1.3366477,-0.010080403,625.0,20000.0,32.0,1250.0,,288.0,0.0002495392,0.1,1.3125098 +1.77,1.4810985,-0.014312936,810.8108,30000.0,37.0,1875.0,,448.0,0.0002492832,0.1,1.3157798 +2.01,1.6133239,-0.013450145,930.23254,40000.0,43.0,2500.0,,608.0,0.0002490272,0.1,1.2943263 +2.14,1.7186592,-0.015319083,1020.40814,50000.0,49.0,3125.0,,768.0,0.0002487712,0.1,1.2925062 +2.32,1.8188826,-0.014943634,1090.909,60000.0,55.0,3750.0,,928.0,0.0002485152,0.1,1.2543004 +2.28,1.8847564,-0.0149604,1147.541,70000.0,61.0,4375.0,,1088.0,0.0002482592,0.1,1.2667065 +2.23,1.927912,-0.015885405,1194.0299,80000.0,67.0,5000.0,,1248.0,0.0002480032,0.1,1.210922 +2.15,1.9525884,-0.015435188,1267.6056,90000.0,71.0,5625.0,,1376.0,0.0002477984,0.1,1.2115402 +2.32,1.9893296,-0.01509328,1298.7013,100000.0,77.0,6250.0,,1536.0,0.0002475424,0.1,1.2116892 +2.39,2.025754,-0.013079352,1341.4634,110000.0,82.0,6875.0,,1696.0,0.0002472864,0.1,1.2114953 +2.29,2.0477746,-0.013676685,1363.6364,120000.0,88.0,7500.0,,1856.0,0.0002470304,0.1,1.2029402 +2.21,2.0602534,-0.016096082,1382.9788,130000.0,94.0,8125.0,,2016.0,0.0002467744,0.1,1.1634991 +2.2,2.0702355,-0.013832716,1400.0,140000.0,100.0,8750.0,,2176.0,0.0002465184,0.1,1.1393902 +2.1,2.0722196,-0.0143036675,1428.5714,150000.0,105.0,9375.0,,2336.0,0.0002462624,0.1,1.189558 +2.1,2.073956,-0.016853401,1441.4414,160000.0,111.0,10000.0,,2496.0,0.0002460064,0.1,1.1289179 +2.21,2.0819585,-0.015035233,1465.5172,170000.0,116.0,10625.0,,2656.0,0.0002457504,0.1,1.1698616 +2.18,2.0874052,-0.014820989,1487.6033,180000.0,121.0,11250.0,,2784.0,0.0002455456,0.1,1.1021461 +2.29,2.0980682,-0.012460034,1496.063,190000.0,127.0,11875.0,,2944.0,0.0002452896,0.1,1.1328877 +2.37,2.1116648,-0.016867291,1503.7594,200000.0,133.0,12500.0,,3104.0,0.0002450336,0.1,1.14862 +2.26,2.1187282,-0.01559738,1521.7391,210000.0,138.0,13125.0,,3264.0,0.0002447776,0.1,1.1194413 +2.04,2.1151497,-0.017409913,1527.7778,220000.0,144.0,13750.0,,3424.0,0.0002445216,0.1,1.096062 +2.13,2.1157954,-0.017573666,1543.6241,230000.0,149.0,14375.0,,3584.0,0.0002442656,0.1,1.054282 +2.25,2.1213872,-0.015630158,1548.3871,240000.0,155.0,15000.0,,3744.0,0.0002440096,0.1,1.0341916 +2.26,2.1269317,-0.0162231,1562.5,250000.0,160.0,15625.0,,3904.0,0.0002437536,0.1,1.0716863 +2.32,2.1343575,-0.01238741,1566.265,260000.0,166.0,16250.0,,4032.0,0.0002435488,0.1,1.0351441 +2.53,2.149011,-0.015880615,1569.7675,270000.0,172.0,16875.0,,4192.0,0.0002432928,0.1,1.0380616 +2.81,2.1726177,-0.017110553,1573.0337,280000.0,178.0,17500.0,,4352.0,0.0002430368,0.1,1.0111082 +3.23,2.209079,-0.01254625,1584.6995,290000.0,183.0,18125.0,,4512.0,0.0002427808,0.1,0.9825166 +3.49,2.2517765,-0.011789471,1578.9474,300000.0,190.0,18750.0,,4672.0,0.0002425248,0.1,0.8751983 +3.92,2.30559,-0.012399516,1581.6327,310000.0,196.0,19375.0,,4832.0,0.0002422688,0.1,0.9621086 +4.44,2.3722906,-0.007308609,1592.0398,320000.0,201.0,20000.0,,4992.0,0.0002420128,0.1,0.79955226 +4.75,2.4443424,-0.013386352,1594.2029,330000.0,207.0,20625.0,,5152.0,0.0002417568,0.1,0.88865906 +5.21,2.5256853,-0.0074127424,1596.2441,340000.0,213.0,21250.0,,5312.0,0.0002415008,0.1,0.7896675 +5.49,2.61038,-0.012121031,1605.5046,350000.0,218.0,21875.0,,5440.0,0.000241296,0.1,0.87624186 +5.9,2.7017584,-0.008256752,1614.3497,360000.0,223.0,22500.0,,5600.0,0.00024104,0.1,0.78707635 +6.42,2.8022513,-0.010378912,1622.807,370000.0,228.0,23125.0,,5760.0,0.000240784,0.1,0.7961583 +6.63,2.9029815,-0.011352211,1630.9012,380000.0,233.0,23750.0,,5920.0,0.000240528,0.1,0.79808015 +6.93,3.0062382,-0.009263518,1631.7992,390000.0,239.0,24375.0,,6080.0,0.000240272,0.1,0.7665858 +7.16,3.1100824,-0.00899547,1639.3442,400000.0,244.0,25000.0,,6240.0,0.000240016,0.1,0.7663481 +7.35,3.213495,-0.011047869,1640.0,410000.0,250.0,25625.0,,6400.0,0.00023976,0.1,0.73582673 +7.98,3.3269832,-0.010133205,1647.0588,420000.0,255.0,26250.0,,6560.0,0.000239504,0.1,0.8153018 +8.33,3.4433324,-0.0116170775,1653.8462,430000.0,260.0,26875.0,,6688.0,0.0002392992,0.1,0.8139604 +8.74,3.5637114,-0.012200105,1660.3773,440000.0,265.0,27500.0,,6848.0,0.0002390432,0.1,0.83308446 +8.88,3.6818511,-0.007895137,1660.5166,450000.0,271.0,28125.0,,7008.0,0.0002387872,0.1,0.86831415 +8.94,3.7961588,-0.014034543,1666.6666,460000.0,276.0,28750.0,,7168.0,0.0002385312,0.1,0.8676201 +8.84,3.9034746,-0.014246463,1672.5979,470000.0,281.0,29375.0,,7328.0,0.0002382752,0.1,0.7808027 +9.2,4.0138187,-0.008812131,1672.4739,480000.0,287.0,30000.0,,7488.0,0.0002380192,0.1,0.66059154 +9.35,4.1227207,-0.010568033,1672.355,490000.0,293.0,30625.0,,7648.0,0.0002377632,0.1,0.7140564 +9.97,4.239666,-0.008001922,1672.2408,500000.0,299.0,31250.0,,7808.0,0.0002375072,0.1,0.7868093 +10.41,4.360653,-0.01196754,1672.1311,510000.0,305.0,31875.0,,7968.0,0.0002372512,0.1,0.8044654 +11.21,4.4923716,-0.009159429,1682.8479,520000.0,309.0,32500.0,,8096.0,0.0002370464,0.1,0.78857225 +11.49,4.6244025,-0.0070511242,1682.5397,530000.0,315.0,33125.0,,8256.0,0.0002367904,0.1,0.76665026 +11.51,4.7519135,-0.0076738275,1687.5,540000.0,320.0,33750.0,,8416.0,0.0002365344,0.1,0.7855973 +11.74,4.8789697,-0.009982379,1687.1166,550000.0,326.0,34375.0,,8576.0,0.0002362784,0.1,0.80002755 +11.88,5.003987,-0.01523475,1691.8429,560000.0,331.0,35000.0,,8736.0,0.0002360224,0.1,0.82960355 +11.66,5.120759,-0.012953445,1691.3947,570000.0,337.0,35625.0,,8896.0,0.0002357664,0.1,0.7750846 +11.81,5.2360907,-0.012189978,1690.9622,580000.0,343.0,36250.0,,9056.0,0.0002355104,0.1,0.831781 +11.98,5.3503947,-0.007852357,1695.4023,590000.0,348.0,36875.0,,9216.0,0.0002352544,0.1,0.78074694 +12.04,5.4618883,-0.01346362,1694.9153,600000.0,354.0,37500.0,,9344.0,0.0002350496,0.1,0.7740818 +12.29,5.5738244,-0.012558708,1699.1643,610000.0,359.0,38125.0,,9504.0,0.0002347936,0.1,0.79569167 +12.54,5.6861825,-0.012441095,1698.6301,620000.0,365.0,38750.0,,9664.0,0.0002345376,0.1,0.7824468 +12.45,5.793545,-0.009869307,1698.1132,630000.0,371.0,39375.0,,9824.0,0.0002342816,0.1,0.7685715 +12.57,5.8994265,-0.013627656,1702.1277,640000.0,376.0,40000.0,,9984.0,0.0002340256,0.1,0.77640176 +12.48,6.000666,-0.013234695,1701.5707,650000.0,382.0,40625.0,,10144.0,0.0002337696,0.1,0.7696763 +12.88,6.1048985,-0.01282599,1701.0309,660000.0,388.0,41250.0,,10304.0,0.0002335136,0.1,0.7396799 +12.61,6.2019897,-0.011605352,1700.5076,670000.0,394.0,41875.0,,10464.0,0.0002332576,0.1,0.76450807 +12.99,6.301813,-0.010966919,1700.0,680000.0,400.0,42500.0,,10624.0,0.0002330016,0.1,0.731254 +13.08,6.4000473,-0.01114216,1703.7037,690000.0,405.0,43125.0,,10752.0,0.0002327968,0.1,0.7399595 +13.29,6.4984756,-0.012259787,1703.163,700000.0,411.0,43750.0,,10912.0,0.0002325408,0.1,0.7839762 +13.38,6.5953984,-0.010914613,1702.638,710000.0,417.0,44375.0,,11072.0,0.0002322848,0.1,0.7510922 +13.45,6.690602,-0.013189058,1702.1277,720000.0,423.0,45000.0,,11232.0,0.0002320288,0.1,0.78971624 +13.54,6.784429,-0.010547134,1701.6317,730000.0,429.0,45625.0,,11392.0,0.0002317728,0.1,0.7470279 +13.86,6.880045,-0.009318047,1705.0691,740000.0,434.0,46250.0,,11552.0,0.0002315168,0.1,0.7028899 +13.57,6.969244,-0.0077454234,1700.6803,750000.0,441.0,46875.0,,11712.0,0.0002312608,0.1,0.71307886 +13.47,7.05478,-0.0129391225,1700.2238,760000.0,447.0,47500.0,,11872.0,0.0002310048,0.1,0.6996902 +14.31,7.1490035,-0.012267318,1699.7793,770000.0,453.0,48125.0,,12000.0,0.0002308,0.1,0.68267894 +14.28,7.240427,-0.008988492,1699.3464,780000.0,459.0,48750.0,,12160.0,0.000230544,0.1,0.69823915 +14.5,7.33232,-0.008768243,1698.9247,790000.0,465.0,49375.0,,12320.0,0.000230288,0.1,0.70738995 +14.53,7.4222918,-0.0070787645,1702.1277,800000.0,470.0,50000.0,,12480.0,0.000230032,0.1,0.69533086 +14.83,7.513745,-0.01258026,1701.6807,810000.0,476.0,50625.0,,12640.0,0.000229776,0.1,0.721122 +15.04,7.6055284,-0.010164732,1701.2449,820000.0,482.0,51250.0,,12800.0,0.00022952,0.1,0.7303479 +14.56,7.689317,-0.0077830735,1700.8197,830000.0,488.0,51875.0,,12960.0,0.000229264,0.1,0.7245296 +14.93,7.7755156,-0.009322742,1696.9697,840000.0,495.0,52500.0,,13120.0,0.000229008,0.1,0.7609483 +15.34,7.86451,-0.009329324,1696.6068,850000.0,501.0,53125.0,,13280.0,0.000228752,0.1,0.76873815 +15.18,7.9495735,-0.013744277,1696.2524,860000.0,507.0,53750.0,,13408.0,0.0002285472,0.1,0.80097514 +15.88,8.040728,-0.01371356,1695.9064,870000.0,513.0,54375.0,,13568.0,0.0002282912,0.1,0.7646305 +16.07,8.131969,-0.011486714,1698.8417,880000.0,518.0,55000.0,,13728.0,0.0002280352,0.1,0.7416643 +16.31,8.223857,-0.010965092,1695.238,890000.0,525.0,55625.0,,13888.0,0.0002277792,0.1,0.773247 +16.65,8.317481,-0.014096117,1694.9153,900000.0,531.0,56250.0,,14048.0,0.0002275232,0.1,0.76367444 +15.98,8.401685,-0.009316567,1697.7612,910000.0,536.0,56875.0,,14208.0,0.0002272672,0.1,0.78743905 +15.83,8.482428,-0.013154576,1697.417,920000.0,542.0,57500.0,,14368.0,0.0002270112,0.1,0.7723263 +15.5,8.557885,-0.015060772,1697.0803,930000.0,548.0,58125.0,,14528.0,0.0002267552,0.1,0.78480697 +15.61,8.632907,-0.012770218,1696.7509,940000.0,554.0,58750.0,,14656.0,0.0002265504,0.1,0.79372156 +15.95,8.709929,-0.014072722,1699.4634,950000.0,559.0,59375.0,,14816.0,0.0002262944,0.1,0.73778903 +15.4,8.779617,-0.013935958,1699.115,960000.0,565.0,60000.0,,14976.0,0.0002260384,0.1,0.77235687 +16.19,8.856013,-0.009063602,1701.7544,970000.0,570.0,60625.0,,15136.0,0.0002257824,0.1,0.7080923 +16.23,8.931257,-0.009913912,1701.3889,980000.0,576.0,61250.0,,15296.0,0.0002255264,0.1,0.6922347 +16.35,9.006194,-0.013491054,1703.9587,990000.0,581.0,61875.0,,15456.0,0.0002252704,0.1,0.71343684 +16.19,9.0780325,-0.009654939,1703.5775,1000000.0,587.0,62500.0,,15616.0,0.0002250144,0.1,0.6966263 +16.14,9.227387,-0.010867922,1706.081,1010000.0,592.0,63125.0,,15776.0,0.0002247584,0.1,0.67049956 +17.2,9.3847,-0.012670525,1705.6857,1020000.0,598.0,63750.0,,15936.0,0.0002245024,0.1,0.73695827 +17.33,9.5403,-0.008903895,1708.126,1030000.0,603.0,64375.0,,16064.0,0.0002242976,0.1,0.69595474 +17.5,9.6952,-0.0055359574,1710.5264,1040000.0,608.0,65000.0,,16224.0,0.0002240416,0.1,0.6454062 +17.73,9.8511,-0.009530655,1710.0978,1050000.0,614.0,65625.0,,16384.0,0.0002237856,0.1,0.7308507 +18.25,10.0104,-0.009404716,1709.6774,1060000.0,620.0,66250.0,,16544.0,0.0002235296,0.1,0.6392247 +18.97,10.1772995,-0.01137732,1709.2651,1070000.0,626.0,66875.0,,16704.0,0.0002232736,0.1,0.6734264 +19.09,10.3459,-0.010262184,1711.569,1080000.0,631.0,67500.0,,16864.0,0.0002230176,0.1,0.6959815 +19.27,10.517099,-0.008814771,1708.464,1090000.0,638.0,68125.0,,17024.0,0.0002227616,0.1,0.72719675 +19.28,10.686701,-0.012855359,1708.0746,1100000.0,644.0,68750.0,,17184.0,0.0002225056,0.1,0.6956342 +19.23,10.8551,-0.008525206,1710.3236,1110000.0,649.0,69375.0,,17312.0,0.0002223008,0.1,0.7234616 +19.14,11.023602,-0.0100172665,1709.9237,1120000.0,655.0,70000.0,,17472.0,0.0002220448,0.1,0.7291252 +18.91,11.1906,-0.006940565,1709.531,1130000.0,661.0,70625.0,,17632.0,0.0002217888,0.1,0.72289604 +19.1,11.359601,-0.008355098,1709.1454,1140000.0,667.0,71250.0,,17792.0,0.0002215328,0.1,0.6795784 +18.45,11.523101,-0.0075551635,1711.3096,1150000.0,672.0,71875.0,,17952.0,0.0002212768,0.1,0.70238686 +18.54,11.6875,-0.011565086,1710.9144,1160000.0,678.0,72500.0,,18112.0,0.0002210208,0.1,0.7053689 +18.85,11.8539,-0.010622563,1713.0308,1170000.0,683.0,73125.0,,18272.0,0.0002207648,0.1,0.7184953 +19.03,12.022401,-0.012777833,1712.627,1180000.0,689.0,73750.0,,18432.0,0.0002205088,0.1,0.650249 +19.5,12.194501,-0.0120688975,1714.6974,1190000.0,694.0,74375.0,,18592.0,0.0002202528,0.1,0.6650617 +19.19,12.362699,-0.008566085,1716.7382,1200000.0,699.0,75000.0,,18720.0,0.000220048,0.1,0.6894283 +19.32,12.533299,-0.013188973,1716.312,1210000.0,705.0,75625.0,,18880.0,0.000219792,0.1,0.70483375 +19.74,12.7102995,-0.011629044,1715.8931,1220000.0,711.0,76250.0,,19040.0,0.000219536,0.1,0.63958544 +20.03,12.889299,-0.007150324,1713.0919,1230000.0,718.0,76875.0,,19200.0,0.00021928,0.1,0.64882356 +20.88,13.0756,-0.010889489,1712.7072,1240000.0,724.0,77500.0,,19360.0,0.000219024,0.1,0.6702708 +21.03,13.263301,-0.009427638,1714.6776,1250000.0,729.0,78125.0,,19520.0,0.000218768,0.1,0.67634416 +21.32,13.4533,-0.011439278,1714.2858,1260000.0,735.0,78750.0,,19680.0,0.000218512,0.1,0.66132915 +22.09,13.6489,-0.008361186,1716.2162,1270000.0,740.0,79375.0,,19840.0,0.000218256,0.1,0.6555443 +22.47,13.845498,-0.008103138,1715.8177,1280000.0,746.0,80000.0,,20000.0,0.000218,0.1,0.6310227 +23.15,14.044699,-0.009106489,1715.4255,1290000.0,752.0,80625.0,,20128.0,0.0002177952,0.1,0.6602409 +23.65,14.2463,-0.008847961,1715.0396,1300000.0,758.0,81250.0,,20288.0,0.0002175392,0.1,0.60150695 +23.68,14.443901,-0.00852222,1714.6597,1310000.0,764.0,81875.0,,20448.0,0.0002172832,0.1,0.6261952 +24.0,14.639501,-0.008325758,1716.515,1320000.0,769.0,82500.0,,20608.0,0.0002170272,0.1,0.6144739 +24.09,14.8329,-0.0053229565,1716.129,1330000.0,775.0,83125.0,,20768.0,0.0002167712,0.1,0.6156943 +23.94,15.020199,-0.0075700805,1713.5549,1340000.0,782.0,83750.0,,20928.0,0.0002165152,0.1,0.67430246 +24.03,15.2056,-0.006357689,1713.198,1350000.0,788.0,84375.0,,21088.0,0.0002162592,0.1,0.6209091 +24.39,15.3905,-0.008794265,1712.8463,1360000.0,794.0,85000.0,,21248.0,0.0002160032,0.1,0.66272366 +23.65,15.5628,-0.0068282164,1714.6433,1370000.0,799.0,85625.0,,21376.0,0.0002157984,0.1,0.64244246 +24.21,15.738601,-0.007696118,1714.2858,1380000.0,805.0,86250.0,,21536.0,0.0002155424,0.1,0.6065843 +23.45,15.903799,-0.011894294,1713.9335,1390000.0,811.0,86875.0,,21696.0,0.0002152864,0.1,0.66327024 +23.56,16.0678,-0.005218248,1713.5863,1400000.0,817.0,87500.0,,21856.0,0.0002150304,0.1,0.6163141 +23.79,16.2322,-0.008694084,1715.3285,1410000.0,822.0,88125.0,,22016.0,0.0002147744,0.1,0.6480155 +23.9,16.3914,-0.007004109,1714.9758,1420000.0,828.0,88750.0,,22176.0,0.0002145184,0.1,0.6528499 +25.23,16.5604,0.028056834,1716.6866,1430000.0,833.0,89375.0,,22336.0,0.0002142624,0.1,0.65230274 +28.5,16.758001,-0.009777987,1718.3771,1440000.0,838.0,90000.0,,22496.0,0.0002140064,0.1,0.6185007 +28.95,16.958698,-0.01004695,1718.0095,1450000.0,844.0,90625.0,,22656.0,0.0002137504,0.1,0.6540855 +29.11,17.160398,-0.005274341,1719.6702,1460000.0,849.0,91250.0,,22784.0,0.0002135456,0.1,0.60901463 +29.21,17.364098,-0.007758874,1721.3115,1470000.0,854.0,91875.0,,22944.0,0.0002132896,0.1,0.6513392 +29.04,17.562498,-0.0045959284,1720.9302,1480000.0,860.0,92500.0,,23104.0,0.0002130336,0.1,0.6539924 +28.91,17.758099,-0.005351867,1720.5543,1490000.0,866.0,93125.0,,23264.0,0.0002127776,0.1,0.59191644 +28.99,17.9483,-0.0051274435,1722.1584,1500000.0,871.0,93750.0,,23424.0,0.0002125216,0.1,0.5888423 +28.71,18.1313,-0.005297725,1721.7788,1510000.0,877.0,94375.0,,23584.0,0.0002122656,0.1,0.5345448 +26.08,18.279997,-0.0063668243,1723.356,1520000.0,882.0,95000.0,,23744.0,0.0002120096,0.1,0.62722397 +25.89,18.424,-0.0077088475,1722.973,1530000.0,888.0,95625.0,,23904.0,0.0002117536,0.1,0.67975265 +26.18,18.5707,-0.0027087582,1722.5951,1540000.0,894.0,96250.0,,24032.0,0.0002115488,0.1,0.63837415 +26.45,18.717798,-0.0060507227,1722.2222,1550000.0,900.0,96875.0,,24192.0,0.0002112928,0.1,0.6403166 +26.77,18.866701,-0.010652039,1723.757,1560000.0,905.0,97500.0,,24352.0,0.0002110368,0.1,0.6456853 +26.27,19.012802,-0.0041052215,1725.2748,1570000.0,910.0,98125.0,,24512.0,0.0002107808,0.1,0.63699937 +26.43,19.159,-0.0073801978,1726.776,1580000.0,915.0,98750.0,,24672.0,0.0002105248,0.1,0.6031482 +26.13,19.3005,-0.009618467,1728.2609,1590000.0,920.0,99375.0,,24832.0,0.0002102688,0.1,0.6247246 +25.21,19.4322,-0.009714333,1729.7297,1600000.0,925.0,100000.0,,24992.0,0.0002100128,0.1,0.64543295 +24.45,19.5538,-0.008256378,1733.0463,1610000.0,929.0,100625.0,,25152.0,0.0002097568,0.1,0.6077224 +24.6,19.6744,-0.0052967616,1734.4753,1620000.0,934.0,101250.0,,25312.0,0.0002095008,0.1,0.63987476 +24.87,19.7986,-0.0073229885,1737.7399,1630000.0,938.0,101875.0,,25440.0,0.000209296,0.1,0.6329813 +25.02,19.9231,-0.008448971,1739.1305,1640000.0,943.0,102500.0,,25600.0,0.00020904,0.1,0.6620838 +25.94,20.057701,-0.0066305394,1740.5063,1650000.0,948.0,103125.0,,25760.0,0.000208784,0.1,0.6288376 +26.72,20.196098,-0.0065282923,1741.8678,1660000.0,953.0,103750.0,,25920.0,0.000208528,0.1,0.64968055 +26.88,20.3388,-0.009496034,1743.2151,1670000.0,958.0,104375.0,,26080.0,0.000208272,0.1,0.71240807 +27.89,20.4878,-0.0065695355,1744.5483,1680000.0,963.0,105000.0,,26240.0,0.000208016,0.1,0.6481753 +29.28,20.6498,-0.0049062413,1745.8678,1690000.0,968.0,105625.0,,26400.0,0.00020776,0.1,0.6597508 +30.05,20.8174,-0.008045032,1748.9712,1700000.0,972.0,106250.0,,26560.0,0.000207504,0.1,0.6483283 +30.83,20.9919,-0.0059188963,1750.2559,1710000.0,977.0,106875.0,,26688.0,0.0002072992,0.1,0.62094796 +31.23,21.169703,-0.008623739,1751.5275,1720000.0,982.0,107500.0,,26848.0,0.0002070432,0.1,0.6676308 +31.85,21.352802,-0.00845957,1752.7863,1730000.0,987.0,108125.0,,27008.0,0.0002067872,0.1,0.68011737 +32.46,21.538801,-0.0076229083,1754.0322,1740000.0,992.0,108750.0,,27168.0,0.0002065312,0.1,0.5911319 +33.22,21.7353,-0.008322583,1757.0281,1750000.0,996.0,109375.0,,27328.0,0.0002062752,0.1,0.6589881 +33.09,21.931501,-0.0052802777,1758.2417,1760000.0,1001.0,110000.0,,27488.0,0.0002060192,0.1,0.5920961 +33.76,22.126001,-0.0044148224,1757.6962,1770000.0,1007.0,110625.0,,27648.0,0.0002057632,0.1,0.5724822 +33.96,22.3228,-0.006924628,1760.633,1780000.0,1011.0,111250.0,,27808.0,0.0002055072,0.1,0.64514655 +34.26,22.520403,-0.0054871524,1761.811,1790000.0,1016.0,111875.0,,27968.0,0.0002052512,0.1,0.6060347 +34.16,22.7167,-0.008887896,1764.7059,1800000.0,1020.0,112500.0,,28096.0,0.0002050464,0.1,0.58073926 +34.99,22.918299,-0.0050112857,1765.8536,1810000.0,1025.0,113125.0,,28256.0,0.0002047904,0.1,0.5995803 +37.12,23.1391,-0.0053820023,1766.9902,1820000.0,1030.0,113750.0,,28416.0,0.0002045344,0.1,0.5417632 +37.34,23.366901,-0.000979023,1769.8259,1830000.0,1034.0,114375.0,,28576.0,0.0002042784,0.1,0.5613078 +36.78,23.585403,-0.0013135436,1770.9336,1840000.0,1039.0,115000.0,,28736.0,0.0002040224,0.1,0.5701469 +36.51,23.797102,-0.005025982,1772.0306,1850000.0,1044.0,115625.0,,28896.0,0.0002037664,0.1,0.6428633 +37.73,24.0226,-0.0058022276,1773.1173,1860000.0,1049.0,116250.0,,29056.0,0.0002035104,0.1,0.5669217 +38.15,24.2453,-0.00804355,1775.8784,1870000.0,1053.0,116875.0,,29216.0,0.0002032544,0.1,0.6408353 +39.52,24.479797,-0.00076278555,1776.9376,1880000.0,1058.0,117500.0,,29344.0,0.0002030496,0.1,0.5268187 +39.68,24.7135,-0.0067210663,1779.661,1890000.0,1062.0,118125.0,,29504.0,0.0002027936,0.1,0.5584241 +41.72,24.9642,-0.0021566649,1780.6935,1900000.0,1067.0,118750.0,,29664.0,0.0002025376,0.1,0.5768944 +42.92,25.233599,-0.004629601,1783.38,1910000.0,1071.0,119375.0,,29824.0,0.0002022816,0.1,0.65048856 +43.06,25.505898,-0.0014571904,1784.3866,1920000.0,1076.0,120000.0,,29984.0,0.0002020256,0.1,0.58132756 +42.42,25.7751,-0.0019776027,1785.3839,1930000.0,1081.0,120625.0,,30144.0,0.0002017696,0.1,0.6399908 +43.75,26.0565,-0.0067516197,1784.7286,1940000.0,1087.0,121250.0,,30304.0,0.0002015136,0.1,0.5532011 +45.04,26.3474,-0.00095760974,1787.3511,1950000.0,1091.0,121875.0,,30464.0,0.0002012576,0.1,0.60830593 +45.21,26.645498,-0.0018792753,1788.3212,1960000.0,1096.0,122500.0,,30624.0,0.0002010016,0.1,0.60930777 +45.7,26.940598,-0.0060834354,1790.909,1970000.0,1100.0,123125.0,,30752.0,0.0002007968,0.1,0.57009614 +45.86,27.2369,0.002275632,1791.8552,1980000.0,1105.0,123750.0,,30912.0,0.0002005408,0.1,0.5975552 +44.51,27.5185,-0.0048672413,1792.7928,1990000.0,1110.0,124375.0,,31072.0,0.0002002848,0.1,0.59758824 +44.33,27.7999,-0.0077833533,1793.7219,2000000.0,1115.0,125000.0,,31232.0,0.0002000288,0.1,0.60339177 +43.89,28.077402,-0.0054833833,1796.2467,2010000.0,1119.0,125625.0,,31392.0,0.0001997728,0.1,0.5527619 +43.55,28.3409,-0.0027545874,1797.1531,2020000.0,1124.0,126250.0,,31552.0,0.0001995168,0.1,0.630094 +43.53,28.602903,-0.0059668687,1798.0514,2030000.0,1129.0,126875.0,,31712.0,0.0001992608,0.1,0.580332 +44.04,28.868301,-0.003278281,1798.9418,2040000.0,1134.0,127500.0,,31872.0,0.0001990048,0.1,0.58261025 +44.44,29.135403,-0.0046981554,1801.406,2050000.0,1138.0,128125.0,,32000.0,0.0001988,0.1,0.59120095 +43.78,29.390701,0.00090206764,1802.2747,2060000.0,1143.0,128750.0,,32160.0,0.000198544,0.1,0.5880823 +43.34,29.634401,-0.0028927233,1804.7079,2070000.0,1147.0,129375.0,,32320.0,0.000198288,0.1,0.6359292 +44.56,29.889101,-0.003863628,1805.5555,2080000.0,1152.0,130000.0,,32480.0,0.000198032,0.1,0.58376443 +44.02,30.136604,-0.0012417352,1806.3959,2090000.0,1157.0,130625.0,,32640.0,0.000197776,0.1,0.61122453 +45.33,30.397102,-0.0024160363,1807.2289,2100000.0,1162.0,131250.0,,32800.0,0.00019752,0.1,0.6462481 +45.48,30.6596,-0.0015488545,1809.6055,2110000.0,1166.0,131875.0,,32960.0,0.000197264,0.1,0.59682965 +44.09,30.909101,-0.0021574178,1810.4185,2120000.0,1171.0,132500.0,,33120.0,0.000197008,0.1,0.59016514 +44.1,31.161003,-0.007876536,1811.2245,2130000.0,1176.0,133125.0,,33280.0,0.000196752,0.1,0.5668379 +43.47,31.404701,-0.0042748386,1812.0237,2140000.0,1181.0,133750.0,,33408.0,0.0001965472,0.1,0.61086833 +42.98,31.65,-0.0027643612,1812.8162,2150000.0,1186.0,134375.0,,33568.0,0.0001962912,0.1,0.6409631 +42.79,31.892502,-0.005008301,1813.602,2160000.0,1191.0,135000.0,,33728.0,0.0001960352,0.1,0.5885389 +44.62,32.150204,-0.008160484,1814.3812,2170000.0,1196.0,135625.0,,33888.0,0.0001957792,0.1,0.61252195 +45.19,32.4118,-0.0064228214,1816.6666,2180000.0,1200.0,136250.0,,34048.0,0.0001955232,0.1,0.62248564 +45.12,32.668003,-0.0031963522,1817.4274,2190000.0,1205.0,136875.0,,34208.0,0.0001952672,0.1,0.58631057 +45.68,32.932903,-0.014275683,1818.1818,2200000.0,1210.0,137500.0,,34368.0,0.0001950112,0.1,0.5705594 +45.45,33.1942,-0.001396209,1820.4283,2210000.0,1214.0,138125.0,,34528.0,0.0001947552,0.1,0.5907676 +46.05,33.457302,-0.0043134075,1821.1649,2220000.0,1219.0,138750.0,,34656.0,0.0001945504,0.1,0.61606205 +45.96,33.7166,-0.0024477604,1821.8954,2230000.0,1224.0,139375.0,,34816.0,0.0001942944,0.1,0.6297898 +48.33,33.9911,-0.0037042364,1822.62,2240000.0,1229.0,140000.0,,34976.0,0.0001940384,0.1,0.6528884 +47.04,34.251205,-0.003580085,1823.3387,2250000.0,1234.0,140625.0,,35136.0,0.0001937824,0.1,0.64234054 +46.81,34.506104,-0.0066282065,1824.0516,2260000.0,1239.0,141250.0,,35296.0,0.0001935264,0.1,0.6151966 +48.24,34.7676,-0.0032466976,1824.7588,2270000.0,1244.0,141875.0,,35456.0,0.0001932704,0.1,0.6310105 +46.33,35.006203,0.00092766475,1825.4603,2280000.0,1249.0,142500.0,,35616.0,0.0001930144,0.1,0.6268437 +44.4,35.2187,0.0012323216,1827.6138,2290000.0,1253.0,143125.0,,35776.0,0.0001927584,0.1,0.6457995 +43.61,35.4183,-0.004764392,1828.2988,2300000.0,1258.0,143750.0,,35936.0,0.0001925024,0.1,0.62616193 +43.17,35.6132,-0.007201747,1830.4279,2310000.0,1262.0,144375.0,,36064.0,0.0001922976,0.1,0.579791 +43.68,35.81,-0.0031068628,1831.097,2320000.0,1267.0,145000.0,,36224.0,0.0001920416,0.1,0.6039045 +42.86,35.9977,-0.004505802,1831.761,2330000.0,1272.0,145625.0,,36384.0,0.0001917856,0.1,0.6018655 +44.62,36.204502,-0.0066008875,1832.4197,2340000.0,1277.0,146250.0,,36544.0,0.0001915296,0.1,0.58299065 +43.73,36.4015,-0.006284502,1833.0734,2350000.0,1282.0,146875.0,,36704.0,0.0001912736,0.1,0.6018214 +44.4,36.6016,-0.0072395727,1833.7218,2360000.0,1287.0,147500.0,,36864.0,0.0001910176,0.1,0.56805795 +45.67,36.8218,-0.0052981367,1834.3654,2370000.0,1292.0,148125.0,,37024.0,0.0001907616,0.1,0.6131265 +45.19,37.031597,-0.0033612384,1835.0039,2380000.0,1297.0,148750.0,,37184.0,0.0001905056,0.1,0.61287427 +46.23,37.2594,-0.0010255453,1837.0485,2390000.0,1301.0,149375.0,,37312.0,0.0001903008,0.1,0.6110132 +47.01,37.4939,-0.006382448,1837.6722,2400000.0,1306.0,150000.0,,37472.0,0.0001900448,0.1,0.56693125 +47.29,37.728897,-0.0058756624,1838.2914,2410000.0,1311.0,150625.0,,37632.0,0.0001897888,0.1,0.5881604 +48.4,37.9739,-0.0065884087,1838.9058,2420000.0,1316.0,151250.0,,37792.0,0.0001895328,0.1,0.57839864 +49.62,38.2178,0.0013397803,1839.5155,2430000.0,1321.0,151875.0,,37952.0,0.0001892768,0.1,0.5952822 +49.75,38.4303,-0.004797457,1841.5094,2440000.0,1325.0,152500.0,,38112.0,0.0001890208,0.1,0.5838425 +49.91,38.6399,-0.0011398441,1842.1052,2450000.0,1330.0,153125.0,,38272.0,0.0001887648,0.1,0.5757445 +48.62,38.835003,-0.009005487,1841.3174,2460000.0,1336.0,153750.0,,38432.0,0.0001885088,0.1,0.52264297 +49.17,39.0346,-0.006573317,1841.909,2470000.0,1341.0,154375.0,,38592.0,0.0001882528,0.1,0.58136 +49.4,39.238197,-0.004853335,1842.4963,2480000.0,1346.0,155000.0,,38720.0,0.000188048,0.1,0.5494351 +51.12,39.4603,-0.005167114,1843.0792,2490000.0,1351.0,155625.0,,38880.0,0.000187792,0.1,0.54449785 +52.39,39.694298,-0.006705982,1843.6578,2500000.0,1356.0,156250.0,,39040.0,0.000187536,0.1,0.5613728 +52.57,39.9329,-0.0014519886,1844.2322,2510000.0,1361.0,156875.0,,39200.0,0.00018728,0.1,0.6347644 +54.5,40.2171,-0.0034484775,1844.8024,2520000.0,1366.0,157500.0,,39360.0,0.000187024,0.1,0.5878108 +54.72,40.505398,-0.0017247918,1844.0233,2530000.0,1372.0,158125.0,,39520.0,0.000186768,0.1,0.653448 +53.57,40.7793,-0.0064695785,1844.5897,2540000.0,1377.0,158750.0,,39680.0,0.000186512,0.1,0.5967207 +52.6,41.040802,-0.009611091,1846.488,2550000.0,1381.0,159375.0,,39840.0,0.000186256,0.1,0.59329486 +54.0,41.3131,-0.005995213,1847.0419,2560000.0,1386.0,160000.0,,40000.0,0.000186,0.1,0.56189466 +58.11,41.6315,-0.0050266185,1848.9209,2570000.0,1390.0,160625.0,,40128.0,0.0001857952,0.1,0.61460054 +59.02,41.957397,-0.002050259,1849.4624,2580000.0,1395.0,161250.0,,40288.0,0.0001855392,0.1,0.588053 +58.53,42.281395,-0.0012597975,1850.0,2590000.0,1400.0,161875.0,,40448.0,0.0001852832,0.1,0.64731526 +57.81,42.6074,-0.0032314486,1850.5338,2600000.0,1405.0,162500.0,,40608.0,0.0001850272,0.1,0.5424857 +56.49,42.927803,-0.002013135,1851.0638,2610000.0,1410.0,163125.0,,40768.0,0.0001847712,0.1,0.5931791 +57.75,43.2593,0.0025820753,1851.5901,2620000.0,1415.0,163750.0,,40928.0,0.0001845152,0.1,0.56542265 +56.82,43.5788,-0.00025526708,1852.1127,2630000.0,1420.0,164375.0,,41088.0,0.0001842592,0.1,0.61051846 +56.23,43.8909,-0.0024745998,1852.6316,2640000.0,1425.0,165000.0,,41248.0,0.0001840032,0.1,0.60249335 +57.32,44.204697,-0.0046967193,1853.1469,2650000.0,1430.0,165625.0,,41376.0,0.0001837984,0.1,0.5948198 +58.36,44.521095,-0.007890718,1852.3677,2660000.0,1436.0,166250.0,,41536.0,0.0001835424,0.1,0.542934 +62.0,44.8723,-0.0047816723,1852.88,2670000.0,1441.0,166875.0,,41696.0,0.0001832864,0.1,0.5833157 +61.48,45.2082,-0.0037931139,1853.3887,2680000.0,1446.0,167500.0,,41856.0,0.0001830304,0.1,0.6009493 +59.06,45.506,-0.0032256106,1853.8939,2690000.0,1451.0,168125.0,,42016.0,0.0001827744,0.1,0.5590939 +58.99,45.795406,-0.0014672856,1854.3956,2700000.0,1456.0,168750.0,,42176.0,0.0001825184,0.1,0.56819546 +60.53,46.092403,-0.004921331,1854.8939,2710000.0,1461.0,169375.0,,42336.0,0.0001822624,0.1,0.5581739 +62.8,46.4081,0.0020725066,1855.3888,2720000.0,1466.0,170000.0,,42496.0,0.0001820064,0.1,0.6352993 +63.02,46.719795,0.0012266939,1855.8804,2730000.0,1471.0,170625.0,,42656.0,0.0001817504,0.1,0.6332865 +60.35,46.998695,0.0038307188,1857.6271,2740000.0,1475.0,171250.0,,42784.0,0.0001815456,0.1,0.68764025 +60.66,47.2731,-0.009761865,1858.1082,2750000.0,1480.0,171875.0,,42944.0,0.0001812896,0.1,0.52308416 +63.22,47.574406,-0.010220318,1858.5858,2760000.0,1485.0,172500.0,,43104.0,0.0001810336,0.1,0.58334184 +65.66,47.89341,-0.005292902,1860.309,2770000.0,1489.0,173125.0,,43264.0,0.0001807776,0.1,0.6565953 +66.82,48.222,-0.00431438,1860.7765,2780000.0,1494.0,173750.0,,43424.0,0.0001805216,0.1,0.5999873 +67.04,48.5498,-0.005865139,1861.2408,2790000.0,1499.0,174375.0,,43584.0,0.0001802656,0.1,0.58037853 +65.27,48.860897,-0.0073757987,1861.7021,2800000.0,1504.0,175000.0,,43744.0,0.0001800096,0.1,0.65647423 +66.49,49.1759,-0.006044769,1862.1604,2810000.0,1509.0,175625.0,,43904.0,0.0001797536,0.1,0.56702894 +67.26,49.4773,-0.00683288,1863.8467,2820000.0,1513.0,176250.0,,44032.0,0.0001795488,0.1,0.6611222 +68.3,49.7869,-0.0046809725,1864.2952,2830000.0,1518.0,176875.0,,44192.0,0.0001792928,0.1,0.6173767 +67.8,50.097095,-0.0018577607,1864.7406,2840000.0,1523.0,177500.0,,44352.0,0.0001790368,0.1,0.6275843 +67.9,50.41099,-0.007924227,1865.1832,2850000.0,1528.0,178125.0,,44512.0,0.0001787808,0.1,0.5609481 +70.61,50.739796,0.010315757,1866.8407,2860000.0,1532.0,178750.0,,44672.0,0.0001785248,0.1,0.5812603 +75.49,51.113197,3.91067e-05,1867.2739,2870000.0,1537.0,179375.0,,44832.0,0.0001782688,0.1,0.5930649 +75.86,51.476597,0.0014945588,1866.4939,2880000.0,1543.0,180000.0,,44992.0,0.0001780128,0.1,0.609312 +73.8,51.8178,-0.007989116,1866.925,2890000.0,1548.0,180625.0,,45152.0,0.0001777568,0.1,0.65104663 +70.67,52.1073,-0.0046678563,1867.3535,2900000.0,1553.0,181250.0,,45312.0,0.0001775008,0.1,0.6529826 +68.54,52.363495,-0.00056339195,1868.9788,2910000.0,1557.0,181875.0,,45440.0,0.000177296,0.1,0.62998825 +70.37,52.636597,-0.0019168536,1869.3982,2920000.0,1562.0,182500.0,,45600.0,0.00017704,0.1,0.6325959 +70.41,52.916504,-0.00058980135,1869.815,2930000.0,1567.0,183125.0,,45760.0,0.000176784,0.1,0.63798666 +70.65,53.1855,-0.002819942,1870.229,2940000.0,1572.0,183750.0,,45920.0,0.000176528,0.1,0.59150803 +71.19,53.447002,0.0021065797,1870.6405,2950000.0,1577.0,184375.0,,46080.0,0.000176272,0.1,0.64305717 +73.3,53.7279,-0.008756422,1871.0493,2960000.0,1582.0,185000.0,,46240.0,0.000176016,0.1,0.59576553 +75.47,54.0256,-0.0021423865,1872.6356,2970000.0,1586.0,185625.0,,46400.0,0.00017576,0.1,0.607399 +76.16,54.3286,-0.007100631,1873.0358,2980000.0,1591.0,186250.0,,46560.0,0.000175504,0.1,0.6569897 +72.67,54.6102,-0.010980566,1874.6082,2990000.0,1595.0,186875.0,,46688.0,0.0001752992,0.1,0.5990678 +74.49,54.911808,-0.0025280868,1875.0,3000000.0,1600.0,187500.0,,46848.0,0.0001750432,0.1,0.6605152 +75.39,55.226803,-0.0045923074,1875.3894,3010000.0,1605.0,188125.0,,47008.0,0.0001747872,0.1,0.6049081 +76.41,55.555405,0.0017165907,1875.7764,3020000.0,1610.0,188750.0,,47168.0,0.0001745312,0.1,0.61006504 +79.26,55.9127,-0.008728716,1876.161,3030000.0,1615.0,189375.0,,47328.0,0.0001742752,0.1,0.6211337 +80.88,56.281097,0.0001793257,1876.5432,3040000.0,1620.0,190000.0,,47488.0,0.0001740192,0.1,0.59534466 +81.01,56.646797,-0.00049751543,1876.9231,3050000.0,1625.0,190625.0,,47648.0,0.0001737632,0.1,0.5853251 +81.93,57.028297,-0.0007639305,1878.453,3060000.0,1629.0,191250.0,,47808.0,0.0001735072,0.1,0.5788432 +86.25,57.457397,-0.0021564355,1878.825,3070000.0,1634.0,191875.0,,47968.0,0.0001732512,0.1,0.60600525 +87.7,57.888805,0.025600024,1880.3419,3080000.0,1638.0,192500.0,,48096.0,0.0001730464,0.1,0.65535945 +87.52,58.323803,-0.0065138387,1880.706,3090000.0,1643.0,193125.0,,48256.0,0.0001727904,0.1,0.5949819 +85.84,58.7289,-0.0030305465,1882.2101,3100000.0,1647.0,193750.0,,48416.0,0.0001725344,0.1,0.618686 +86.47,59.138798,0.006279768,1882.5665,3110000.0,1652.0,194375.0,,48576.0,0.0001722784,0.1,0.63029003 +86.4,59.5619,-0.002592429,1882.9209,3120000.0,1657.0,195000.0,,48736.0,0.0001720224,0.1,0.5972121 +83.89,59.9598,-0.001885102,1883.2732,3130000.0,1662.0,195625.0,,48896.0,0.0001717664,0.1,0.6266055 +83.63,60.3614,-0.006755662,1884.7539,3140000.0,1666.0,196250.0,,49056.0,0.0001715104,0.1,0.6229572 +83.29,60.764503,0.0022336175,1885.0988,3150000.0,1671.0,196875.0,,49216.0,0.0001712544,0.1,0.60442156 +82.63,61.162907,0.00073362776,1886.5671,3160000.0,1675.0,197500.0,,49344.0,0.0001710496,0.1,0.6175109 +79.76,61.514297,0.006316016,1886.9048,3170000.0,1680.0,198125.0,,49504.0,0.0001707936,0.1,0.67276335 +79.09,61.853302,-0.0005493196,1887.2404,3180000.0,1685.0,198750.0,,49664.0,0.0001705376,0.1,0.62090945 +79.47,62.1968,-0.00025068625,1887.574,3190000.0,1690.0,199375.0,,49824.0,0.0001702816,0.1,0.5955155 +78.05,62.520496,-0.00087646366,1887.9056,3200000.0,1695.0,200000.0,,49984.0,0.0001700256,0.1,0.62278455 +77.37,62.839703,0.00081184396,1889.3467,3210000.0,1699.0,200625.0,,50144.0,0.0001697696,0.1,0.6169753 +71.19,63.091103,0.0033747116,1889.6714,3220000.0,1704.0,201250.0,,50304.0,0.0001695136,0.1,0.64819086 +72.95,63.361,0.0036335886,1889.9941,3230000.0,1709.0,201875.0,,50464.0,0.0001692576,0.1,0.6242105 +71.02,63.587902,0.008858142,1890.3151,3240000.0,1714.0,202500.0,,50624.0,0.0001690016,0.1,0.62753385 +72.07,63.8382,-0.0062310155,1891.7346,3250000.0,1718.0,203125.0,,50752.0,0.0001687968,0.1,0.6071248 +71.61,64.0862,-0.010285359,1892.0487,3260000.0,1723.0,203750.0,,50912.0,0.0001685408,0.1,0.6174584 +73.21,64.3359,-0.0018746667,1892.3611,3270000.0,1728.0,204375.0,,51072.0,0.0001682848,0.1,0.5798167 +75.84,64.631,0.003247836,1892.6716,3280000.0,1733.0,205000.0,,51232.0,0.0001680288,0.1,0.5576061 +77.93,64.9663,0.003290751,1892.9805,3290000.0,1738.0,205625.0,,51392.0,0.0001677728,0.1,0.6128874 +82.13,65.3515,0.0018291392,1893.2875,3300000.0,1743.0,206250.0,,51552.0,0.0001675168,0.1,0.5872531 +84.38,65.763596,-0.0009945966,1893.5927,3310000.0,1748.0,206875.0,,51712.0,0.0001672608,0.1,0.59893966 +84.83,66.1751,0.0067154313,1893.8961,3320000.0,1753.0,207500.0,,51872.0,0.0001670048,0.1,0.63082963 +82.54,66.5719,-0.0026216626,1894.198,3330000.0,1758.0,208125.0,,52000.0,0.0001668,0.1,0.6707716 +84.54,66.9711,0.009260961,1894.498,3340000.0,1763.0,208750.0,,52160.0,0.000166544,0.1,0.5760838 +90.84,67.4422,-0.003892541,1894.7964,3350000.0,1768.0,209375.0,,52320.0,0.000166288,0.1,0.6979798 +91.36,67.911804,-0.002711941,1896.1625,3360000.0,1772.0,210000.0,,52480.0,0.000166032,0.1,0.60597515 +91.18,68.3669,-0.0020689284,1896.4547,3370000.0,1777.0,210625.0,,52640.0,0.000165776,0.1,0.60556173 +93.44,68.849396,-8.377893e-05,1896.7452,3380000.0,1782.0,211250.0,,52800.0,0.00016552,0.1,0.64951104 +95.6,69.343094,0.0051707416,1897.0342,3390000.0,1787.0,211875.0,,52960.0,0.000165264,0.1,0.6306874 +95.33,69.8263,-0.0060274587,1898.3807,3400000.0,1791.0,212500.0,,53120.0,0.000165008,0.1,0.58710164 +95.58,70.3092,-0.007817091,1898.6637,3410000.0,1796.0,213125.0,,53280.0,0.000164752,0.1,0.5929954 +95.58,70.781,-0.0017766192,1898.9451,3420000.0,1801.0,213750.0,,53408.0,0.0001645472,0.1,0.57036865 +93.58,71.220604,-0.006223761,1900.277,3430000.0,1805.0,214375.0,,53568.0,0.0001642912,0.1,0.54826796 +90.73,71.6304,0.011172429,1900.5525,3440000.0,1810.0,215000.0,,53728.0,0.0001640352,0.1,0.6505166 +95.43,72.0856,0.0037260565,1900.8264,3450000.0,1815.0,215625.0,,53888.0,0.0001637792,0.1,0.5496356 +95.62,72.5556,0.0172751,1901.0989,3460000.0,1820.0,216250.0,,54048.0,0.0001635232,0.1,0.62500423 +97.16,73.03551,0.007868942,1901.3699,3470000.0,1825.0,216875.0,,54208.0,0.0001632672,0.1,0.5260561 +94.97,73.49121,0.004827172,1902.6791,3480000.0,1829.0,217500.0,,54368.0,0.0001630112,0.1,0.6432319 +91.49,73.894905,-0.0015348799,1902.9443,3490000.0,1834.0,218125.0,,54528.0,0.0001627552,0.1,0.6028504 +96.64,74.33741,0.010017706,1904.2438,3500000.0,1838.0,218750.0,,54656.0,0.0001625504,0.1,0.61115754 +98.69,74.79861,0.00027762513,1905.5375,3510000.0,1842.0,219375.0,,54816.0,0.0001622944,0.1,0.62326217 +98.0,75.233604,0.0034989198,1905.7932,3520000.0,1847.0,220000.0,,54976.0,0.0001620384,0.1,0.64779145 +96.75,75.6539,0.017005486,1906.0475,3530000.0,1852.0,220625.0,,55136.0,0.0001617824,0.1,0.63458073 +95.76,76.0758,0.0011480775,1906.3005,3540000.0,1857.0,221250.0,,55296.0,0.0001615264,0.1,0.6264427 +98.35,76.5333,0.012170659,1906.5521,3550000.0,1862.0,221875.0,,55456.0,0.0001612704,0.1,0.6901059 +97.11,76.96439,-0.0024870024,1906.8024,3560000.0,1867.0,222500.0,,55616.0,0.0001610144,0.1,0.6818546 +94.5,77.32829,0.0025618097,1907.0513,3570000.0,1872.0,223125.0,,55776.0,0.0001607584,0.1,0.660536 +96.54,77.7035,0.007562088,1907.2988,3580000.0,1877.0,223750.0,,55936.0,0.0001605024,0.1,0.58855283 +96.28,78.08099,0.01236295,1908.5593,3590000.0,1881.0,224375.0,,56064.0,0.0001602976,0.1,0.6547309 +94.29,78.44579,-0.00746188,1907.7902,3600000.0,1887.0,225000.0,,56224.0,0.0001600416,0.1,0.65339315 +96.02,78.841095,0.005761473,1908.0338,3610000.0,1892.0,225625.0,,56384.0,0.0001597856,0.1,0.68309116 +98.11,79.2447,-0.004319603,1908.2762,3620000.0,1897.0,226250.0,,56544.0,0.0001595296,0.1,0.6296805 +97.69,79.6534,0.004975773,1908.5173,3630000.0,1902.0,226875.0,,56704.0,0.0001592736,0.1,0.6143151 +98.57,80.0768,0.026727905,1909.7587,3640000.0,1906.0,227500.0,,56864.0,0.0001590176,0.1,0.5998113 +99.82,80.5018,0.00079292647,1909.9948,3650000.0,1911.0,228125.0,,57024.0,0.0001587616,0.1,0.63325846 +97.29,80.89109,0.0048192907,1910.2296,3660000.0,1916.0,228750.0,,57184.0,0.0001585056,0.1,0.60028017 +100.42,81.27529,0.0134100355,1911.4584,3670000.0,1920.0,229375.0,,57312.0,0.0001583008,0.1,0.5702329 +100.82,81.66869,0.0033992028,1911.6884,3680000.0,1925.0,230000.0,,57472.0,0.0001580448,0.1,0.6156758 +99.59,82.074005,0.021486495,1912.9082,3690000.0,1929.0,230625.0,,57632.0,0.0001577888,0.1,0.6012105 +99.55,82.4796,-0.007874093,1913.1334,3700000.0,1934.0,231250.0,,57792.0,0.0001575328,0.1,0.56602407 +100.22,82.876495,-0.0019841192,1912.3711,3710000.0,1940.0,231875.0,,57952.0,0.0001572768,0.1,0.7061416 +98.27,83.23119,0.0062879417,1912.5964,3720000.0,1945.0,232500.0,,58112.0,0.0001570208,0.1,0.6965002 +94.59,83.5469,0.01715063,1912.8206,3730000.0,1950.0,233125.0,,58272.0,0.0001567648,0.1,0.6977656 +97.02,83.9136,-0.0054715765,1914.0225,3740000.0,1954.0,233750.0,,58432.0,0.0001565088,0.1,0.60601616 +92.56,84.2326,0.0021958717,1914.242,3750000.0,1959.0,234375.0,,58592.0,0.0001562528,0.1,0.632515 +95.47,84.555084,0.004421649,1914.4603,3760000.0,1964.0,235000.0,,58720.0,0.000156048,0.1,0.6473967 +96.21,84.860596,-0.005595669,1915.6504,3770000.0,1968.0,235625.0,,58880.0,0.000155792,0.1,0.62349737 +94.03,85.1327,0.008095596,1914.8937,3780000.0,1974.0,236250.0,,59040.0,0.000155536,0.1,0.6129739 +91.94,85.38171,0.013675492,1915.1086,3790000.0,1979.0,236875.0,,59200.0,0.00015528,0.1,0.62928605 +94.09,85.669914,-0.0026694299,1915.3226,3800000.0,1984.0,237500.0,,59360.0,0.000155024,0.1,0.64168084 +92.31,85.92809,-0.0014447557,1915.5354,3810000.0,1989.0,238125.0,,59520.0,0.000154768,0.1,0.6413524 +93.8,86.1935,0.0036685504,1915.7472,3820000.0,1994.0,238750.0,,59680.0,0.000154512,0.1,0.6375701 +97.13,86.4818,0.0068235155,1915.958,3830000.0,1999.0,239375.0,,59840.0,0.000154256,0.1,0.6413374 +96.81,86.7719,0.016332323,1916.1677,3840000.0,2004.0,240000.0,,60000.0,0.000154,0.1,0.64312005 +98.1,87.07388,0.00480272,1917.3307,3850000.0,2008.0,240625.0,,60128.0,0.0001537952,0.1,0.59542096 +101.16,87.379395,-0.0006426035,1917.536,3860000.0,2013.0,241250.0,,60288.0,0.0001535392,0.1,0.7045955 +102.6,87.65049,-5.5905577e-05,1917.7404,3870000.0,2018.0,241875.0,,60448.0,0.0001532832,0.1,0.6795 +103.3,87.9249,0.008545213,1917.9436,3880000.0,2023.0,242500.0,,60608.0,0.0001530272,0.1,0.638165 +105.61,88.243,-0.00505231,1918.146,3890000.0,2028.0,243125.0,,60768.0,0.0001527712,0.1,0.68898296 +103.21,88.5684,0.00096598256,1919.2914,3900000.0,2032.0,243750.0,,60928.0,0.0001525152,0.1,0.66945827 +103.58,88.9188,0.014316842,1919.4895,3910000.0,2037.0,244375.0,,61088.0,0.0001522592,0.1,0.6379497 +99.2,89.20711,-0.000557795,1919.6865,3920000.0,2042.0,245000.0,,61248.0,0.0001520032,0.1,0.6364432 +98.46,89.48761,0.0052548507,1919.8828,3930000.0,2047.0,245625.0,,61376.0,0.0001517984,0.1,0.6304093 +98.88,89.769905,-0.0036952556,1921.0142,3940000.0,2051.0,246250.0,,61536.0,0.0001515424,0.1,0.57686305 +96.48,90.022804,0.00259075,1921.2062,3950000.0,2056.0,246875.0,,61696.0,0.0001512864,0.1,0.57849455 +100.4,90.29381,0.004613525,1922.3301,3960000.0,2060.0,247500.0,,61856.0,0.0001510304,0.1,0.6102395 +97.96,90.51871,-0.0026103149,1921.5876,3970000.0,2066.0,248125.0,,62016.0,0.0001507744,0.1,0.5622883 +102.82,90.78531,0.015270947,1922.7053,3980000.0,2070.0,248750.0,,62176.0,0.0001505184,0.1,0.57756245 +107.71,91.135704,-0.0034397591,1923.8187,3990000.0,2074.0,249375.0,,62336.0,0.0001502624,0.1,0.65851796 +105.33,91.4441,0.0041872784,1924.002,4000000.0,2079.0,250000.0,,62496.0,0.0001500064,0.1,0.64496046 +111.4,91.80421,0.011676856,1924.1842,4010000.0,2084.0,250625.0,,62656.0,0.0001497504,0.1,0.6774574 +109.04,92.13051,0.0033668377,1925.2874,4020000.0,2088.0,251250.0,,62784.0,0.0001495456,0.1,0.62402153 +105.76,92.3955,0.007006339,1925.4658,4030000.0,2093.0,251875.0,,62944.0,0.0001492896,0.1,0.58796895 +107.42,92.6609,0.0061292704,1926.5618,4040000.0,2097.0,252500.0,,63104.0,0.0001490336,0.1,0.6314741 +107.49,92.92569,0.009783315,1926.7365,4050000.0,2102.0,253125.0,,63264.0,0.0001487776,0.1,0.6113212 +106.45,93.170906,-0.0047759693,1926.9103,4060000.0,2107.0,253750.0,,63424.0,0.0001485216,0.1,0.6022761 +106.14,93.3698,-0.005165235,1927.0834,4070000.0,2112.0,254375.0,,63584.0,0.0001482656,0.1,0.6272924 +110.42,93.59699,-0.0044374373,1927.2555,4080000.0,2117.0,255000.0,,63744.0,0.0001480096,0.1,0.6269878 +111.38,93.835594,0.00050744205,1928.3357,4090000.0,2121.0,255625.0,,63904.0,0.0001477536,0.1,0.60317373 +111.15,94.0887,-0.0024505076,1928.5043,4100000.0,2126.0,256250.0,,64032.0,0.0001475488,0.1,0.60801727 +107.66,94.300606,0.004131324,1929.5775,4110000.0,2130.0,256875.0,,64192.0,0.0001472928,0.1,0.6493017 +106.44,94.501015,-0.0070287157,1929.7424,4120000.0,2135.0,257500.0,,64352.0,0.0001470368,0.1,0.59549296 +100.16,94.66371,0.01356788,1929.9065,4130000.0,2140.0,258125.0,,64512.0,0.0001467808,0.1,0.6411524 +103.53,94.86272,0.0016363184,1930.07,4140000.0,2145.0,258750.0,,64672.0,0.0001465248,0.1,0.5883226 +99.97,95.02951,0.0004074013,1931.1307,4150000.0,2149.0,259375.0,,64832.0,0.0001462688,0.1,0.6707798 +101.4,95.21721,0.0012994995,1931.2906,4160000.0,2154.0,260000.0,,64992.0,0.0001460128,0.1,0.62919116 +101.49,95.43451,-0.0038807644,1932.3447,4170000.0,2158.0,260625.0,,65152.0,0.0001457568,0.1,0.6299268 +101.13,95.6549,-0.0018035508,1932.5011,4180000.0,2163.0,261250.0,,65312.0,0.0001455008,0.1,0.6192299 +102.02,95.8804,-0.0013696997,1933.5487,4190000.0,2167.0,261875.0,,65440.0,0.000145296,0.1,0.64213115 +102.69,96.1268,0.0035497374,1933.7017,4200000.0,2172.0,262500.0,,65600.0,0.00014504,0.1,0.638121 +103.55,96.3886,0.006148259,1933.8539,4210000.0,2177.0,263125.0,,65760.0,0.000144784,0.1,0.6763934 +101.03,96.687004,-0.0027891707,1934.0055,4220000.0,2182.0,263750.0,,65920.0,0.000144528,0.1,0.6279562 +99.45,96.95201,0.008100873,1935.0411,4230000.0,2186.0,264375.0,,66080.0,0.000144272,0.1,0.625502 +100.19,97.2437,0.004635915,1934.3065,4240000.0,2192.0,265000.0,,66240.0,0.000144016,0.1,0.57165504 +97.48,97.49781,0.006308997,1934.456,4250000.0,2197.0,265625.0,,66400.0,0.00014376,0.1,0.6419372 +96.0,97.74171,-0.0019964878,1935.4839,4260000.0,2201.0,266250.0,,66560.0,0.000143504,0.1,0.6327834 +97.83,97.98791,0.0042917263,1935.6301,4270000.0,2206.0,266875.0,,66688.0,0.0001432992,0.1,0.5795205 +96.81,98.19761,0.008424687,1935.7756,4280000.0,2211.0,267500.0,,66848.0,0.0001430432,0.1,0.63863754 +100.44,98.4227,-0.001032184,1935.9205,4290000.0,2216.0,268125.0,,67008.0,0.0001427872,0.1,0.69421077 +102.16,98.62301,0.011473486,1936.0648,4300000.0,2221.0,268750.0,,67168.0,0.0001425312,0.1,0.64368033 +105.95,98.8387,0.0071775676,1936.2085,4310000.0,2226.0,269375.0,,67328.0,0.0001422752,0.1,0.64490527 +105.63,99.04671,0.0013752007,1937.2197,4320000.0,2230.0,270000.0,,67488.0,0.0001420192,0.1,0.70507604 +105.62,99.27751,0.0074275583,1937.3602,4330000.0,2235.0,270625.0,,67648.0,0.0001417632,0.1,0.6855664 +105.8,99.4901,-0.0012028564,1938.3654,4340000.0,2239.0,271250.0,,67808.0,0.0001415072,0.1,0.67970526 +106.12,99.64289,-0.0028855517,1938.5027,4350000.0,2244.0,271875.0,,67968.0,0.0001412512,0.1,0.64866084 +107.27,99.802,0.0002508114,1939.5018,4360000.0,2248.0,272500.0,,68096.0,0.0001410464,0.1,0.66747165 +110.99,100.0001,0.0058641364,1939.636,4370000.0,2253.0,273125.0,,68256.0,0.0001407904,0.1,0.7127488 +109.67,100.1624,0.0016702127,1939.7697,4380000.0,2258.0,273750.0,,68416.0,0.0001405344,0.1,0.6371672 +110.59,100.312294,0.00094774464,1939.9028,4390000.0,2263.0,274375.0,,68576.0,0.0001402784,0.1,0.6547529 +114.64,100.5054,0.017501904,1940.0353,4400000.0,2268.0,275000.0,,68736.0,0.0001400224,0.1,0.6342693 +109.97,100.6493,-0.0008074602,1941.0211,4410000.0,2272.0,275625.0,,68896.0,0.0001397664,0.1,0.66908944 +107.51,100.76859,-0.007866274,1941.1506,4420000.0,2277.0,276250.0,,69056.0,0.0001395104,0.1,0.67400277 +103.41,100.8669,0.001385792,1941.2795,4430000.0,2282.0,276875.0,,69216.0,0.0001392544,0.1,0.6280746 +102.68,100.9864,-0.00011159398,1942.2572,4440000.0,2286.0,277500.0,,69344.0,0.0001390496,0.1,0.64563596 +104.36,101.07571,0.0062318607,1942.3832,4450000.0,2291.0,278125.0,,69504.0,0.0001387936,0.1,0.62386256 +105.82,101.177704,0.013414141,1942.5087,4460000.0,2296.0,278750.0,,69664.0,0.0001385376,0.1,0.65302396 +108.45,101.2906,-0.005815544,1943.4783,4470000.0,2300.0,279375.0,,69824.0,0.0001382816,0.1,0.6677627 +109.87,101.43962,-0.003791538,1943.6008,4480000.0,2305.0,280000.0,,69984.0,0.0001380256,0.1,0.61360794 +113.64,101.6611,0.013584621,1943.7229,4490000.0,2310.0,280625.0,,70144.0,0.0001377696,0.1,0.6209728 +115.87,101.8534,0.0105136065,1943.8445,4500000.0,2315.0,281250.0,,70304.0,0.0001375136,0.1,0.66663146 +115.08,102.0173,0.0040777754,1943.9656,4510000.0,2320.0,281875.0,,70464.0,0.0001372576,0.1,0.6759859 +112.79,102.16521,0.034402438,1944.086,4520000.0,2325.0,282500.0,,70624.0,0.0001370016,0.1,0.64637953 +120.21,102.3998,0.005947843,1945.0408,4530000.0,2329.0,283125.0,,70752.0,0.0001367968,0.1,0.707267 +121.13,102.6535,0.003042345,1945.1586,4540000.0,2334.0,283750.0,,70912.0,0.0001365408,0.1,0.622282 +118.91,102.85911,0.013607156,1945.2758,4550000.0,2339.0,284375.0,,71072.0,0.0001362848,0.1,0.642532 +123.57,103.1237,0.00868383,1946.2228,4560000.0,2343.0,285000.0,,71232.0,0.0001360288,0.1,0.654173 +123.98,103.4185,0.012670483,1946.3373,4570000.0,2348.0,285625.0,,71392.0,0.0001357728,0.1,0.63712513 +130.54,103.75851,0.020091198,1947.2789,4580000.0,2352.0,286250.0,,71552.0,0.0001355168,0.1,0.64105546 +132.62,104.12192,0.016115315,1947.3907,4590000.0,2357.0,286875.0,,71712.0,0.0001352608,0.1,0.65524244 +130.46,104.483604,0.010265305,1947.5021,4600000.0,2362.0,287500.0,,71872.0,0.0001350048,0.1,0.6852436 +133.4,104.857414,0.01649302,1948.4362,4610000.0,2366.0,288125.0,,72000.0,0.0001348,0.1,0.6856809 +131.72,105.193504,-0.0005912066,1948.5449,4620000.0,2371.0,288750.0,,72160.0,0.000134544,0.1,0.70236576 +130.27,105.519295,0.017871894,1948.6532,4630000.0,2376.0,289375.0,,72320.0,0.000134288,0.1,0.65019476 +127.99,105.8135,-0.007789825,1948.761,4640000.0,2381.0,290000.0,,72480.0,0.000134032,0.1,0.67976904 +124.53,106.06059,0.004795407,1948.052,4650000.0,2387.0,290625.0,,72640.0,0.000133776,0.1,0.6782113 +125.68,106.344505,0.004094343,1948.1605,4660000.0,2392.0,291250.0,,72800.0,0.00013352,0.1,0.7200146 +125.63,106.5966,0.017719721,1949.0818,4670000.0,2396.0,291875.0,,72960.0,0.000133264,0.1,0.6963217 +122.47,106.813095,0.004784467,1949.1879,4680000.0,2401.0,292500.0,,73120.0,0.000133008,0.1,0.6676999 +120.88,107.025986,-0.003097822,1950.104,4690000.0,2405.0,293125.0,,73280.0,0.000132752,0.1,0.64974856 +123.84,107.2689,0.024694866,1951.017,4700000.0,2409.0,293750.0,,73408.0,0.0001325472,0.1,0.67183644 +126.11,107.5278,0.00399805,1951.1185,4710000.0,2414.0,294375.0,,73568.0,0.0001322912,0.1,0.6809751 +125.63,107.80141,0.009844191,1950.4132,4720000.0,2420.0,295000.0,,73728.0,0.0001320352,0.1,0.669508 +117.67,108.032196,-0.006891692,1951.3202,4730000.0,2424.0,295625.0,,73888.0,0.0001317792,0.1,0.68839383 +116.24,108.2244,-0.0029279015,1951.4203,4740000.0,2429.0,296250.0,,74048.0,0.0001315232,0.1,0.6901169 +116.8,108.4668,0.019233331,1951.5201,4750000.0,2434.0,296875.0,,74208.0,0.0001312672,0.1,0.6659975 +118.39,108.696,0.016920215,1951.6195,4760000.0,2439.0,297500.0,,74368.0,0.0001310112,0.1,0.7111834 +121.38,108.94769,0.010167055,1952.5175,4770000.0,2443.0,298125.0,,74528.0,0.0001307552,0.1,0.6666367 +121.78,109.2252,0.006659069,1952.6144,4780000.0,2448.0,298750.0,,74656.0,0.0001305504,0.1,0.69117045 +119.62,109.502,-0.002975332,1953.5073,4790000.0,2452.0,299375.0,,74816.0,0.0001302944,0.1,0.71540487 +121.92,109.780304,0.008501582,1953.6019,4800000.0,2457.0,300000.0,,74976.0,0.0001300384,0.1,0.7428533 +121.92,110.07641,0.003938657,1953.6962,4810000.0,2462.0,300625.0,,75136.0,0.0001297824,0.1,0.67907375 +123.56,110.37399,0.022588376,1953.79,4820000.0,2467.0,301250.0,,75296.0,0.0001295264,0.1,0.6133526 +128.86,110.6913,-0.00093127263,1953.8835,4830000.0,2472.0,301875.0,,75456.0,0.0001292704,0.1,0.6616344 +127.95,111.00271,0.0024285088,1954.7657,4840000.0,2476.0,302500.0,,75616.0,0.0001290144,0.1,0.71279615 +122.93,111.25101,0.0009021653,1954.8569,4850000.0,2481.0,303125.0,,75776.0,0.0001287584,0.1,0.6758791 +123.11,111.4705,0.008815683,1954.9478,4860000.0,2486.0,303750.0,,75936.0,0.0001285024,0.1,0.6819246 +124.78,111.69231,0.011768841,1955.8232,4870000.0,2490.0,304375.0,,76064.0,0.0001282976,0.1,0.69911265 +128.63,111.945595,0.0066671493,1955.9119,4880000.0,2495.0,305000.0,,76224.0,0.0001280416,0.1,0.6723291 +126.42,112.1537,0.0066489126,1956.0,4890000.0,2500.0,305625.0,,76384.0,0.0001277856,0.1,0.679016 +127.3,112.3946,-0.0052375263,1956.869,4900000.0,2504.0,306250.0,,76544.0,0.0001275296,0.1,0.6694588 +120.49,112.5637,0.0075245397,1956.955,4910000.0,2509.0,306875.0,,76704.0,0.0001272736,0.1,0.6998513 +121.33,112.785,-0.0032576476,1957.0405,4920000.0,2514.0,307500.0,,76864.0,0.0001270176,0.1,0.70132554 +123.66,113.037,0.005993404,1957.1259,4930000.0,2519.0,308125.0,,77024.0,0.0001267616,0.1,0.68128866 +129.55,113.343704,-0.00082834275,1957.2108,4940000.0,2524.0,308750.0,,77184.0,0.0001265056,0.1,0.62140346 +132.43,113.7032,0.02294437,1958.0696,4950000.0,2528.0,309375.0,,77312.0,0.0001263008,0.1,0.6764101 +137.36,114.0728,0.011762936,1957.3796,4960000.0,2534.0,310000.0,,77472.0,0.0001260448,0.1,0.6685189 +134.79,114.4411,-0.00292919,1957.4636,4970000.0,2539.0,310625.0,,77632.0,0.0001257888,0.1,0.6967702 +132.27,114.7356,0.012028633,1958.3169,4980000.0,2543.0,311250.0,,77792.0,0.0001255328,0.1,0.69948006 +136.32,115.0217,0.014137734,1958.3988,4990000.0,2548.0,311875.0,,77952.0,0.0001252768,0.1,0.69574016 +137.02,115.3386,0.0008552651,1958.4802,5000000.0,2553.0,312500.0,,78112.0,0.0001250208,0.1,0.6766795 +136.52,115.58978,0.0068775667,1959.3274,5010000.0,2557.0,313125.0,,78272.0,0.0001247648,0.1,0.6805502 +143.55,115.93489,-0.0008392483,1959.4067,5020000.0,2562.0,313750.0,,78432.0,0.0001245088,0.1,0.6809972 +139.85,116.27579,0.03695719,1960.2494,5030000.0,2566.0,314375.0,,78592.0,0.0001242528,0.1,0.60901487 +145.91,116.66069,0.029128332,1960.3267,5040000.0,2571.0,315000.0,,78720.0,0.000124048,0.1,0.7046416 +144.99,117.03569,0.018193562,1960.4037,5050000.0,2576.0,315625.0,,78880.0,0.000123792,0.1,0.7170559 +145.03,117.4215,0.007067881,1959.7212,5060000.0,2582.0,316250.0,,79040.0,0.000123536,0.1,0.7049616 +144.73,117.80741,0.004808223,1959.799,5070000.0,2587.0,316875.0,,79200.0,0.00012328,0.1,0.74837685 +136.64,118.06961,0.0059977155,1959.8766,5080000.0,2592.0,317500.0,,79360.0,0.000123024,0.1,0.71070796 +135.47,118.3105,0.012788109,1959.9537,5090000.0,2597.0,318125.0,,79520.0,0.000122768,0.1,0.7248644 +131.07,118.509705,0.0028228152,1959.2777,5100000.0,2603.0,318750.0,,79680.0,0.000122512,0.1,0.74015427 +125.1,118.68409,0.002756353,1960.1074,5110000.0,2607.0,319375.0,,79840.0,0.000122256,0.1,0.6882355 +121.87,118.8384,0.003185648,1960.1837,5120000.0,2612.0,320000.0,,80000.0,0.000122,0.1,0.6723509 +122.66,119.0634,0.0089526065,1961.0092,5130000.0,2616.0,320625.0,,80128.0,0.0001217952,0.1,0.68396544 +121.14,119.2395,0.000821111,1961.0835,5140000.0,2621.0,321250.0,,80288.0,0.0001215392,0.1,0.6463415 +120.79,119.44771,0.014410915,1961.1577,5150000.0,2626.0,321875.0,,80448.0,0.0001212832,0.1,0.62610227 +120.28,119.63651,0.002465105,1961.2314,5160000.0,2631.0,322500.0,,80608.0,0.0001210272,0.1,0.6463525 +117.66,119.7982,0.013538909,1961.305,5170000.0,2636.0,323125.0,,80768.0,0.0001207712,0.1,0.608381 +114.08,119.92771,0.016503623,1962.1212,5180000.0,2640.0,323750.0,,80928.0,0.0001205152,0.1,0.60596776 +116.83,120.07581,-0.0032837223,1961.4513,5190000.0,2646.0,324375.0,,81088.0,0.0001202592,0.1,0.653448 +115.88,120.2077,0.0079471795,1961.5239,5200000.0,2651.0,325000.0,,81248.0,0.0001200032,0.1,0.642568 +117.68,120.34901,0.004933777,1962.3352,5210000.0,2655.0,325625.0,,81376.0,0.0001197984,0.1,0.66712904 +117.39,120.512596,0.0030674064,1962.406,5220000.0,2660.0,326250.0,,81536.0,0.0001195424,0.1,0.6338542 +118.51,120.70319,0.010376925,1963.2133,5230000.0,2664.0,326875.0,,81696.0,0.0001192864,0.1,0.6324533 +117.69,120.8782,0.003988667,1963.2821,5240000.0,2669.0,327500.0,,81856.0,0.0001190304,0.1,0.6466697 +122.68,121.130196,0.01668737,1963.3508,5250000.0,2674.0,328125.0,,82016.0,0.0001187744,0.1,0.6270447 +130.41,121.474304,0.002154708,1963.4192,5260000.0,2679.0,328750.0,,82176.0,0.0001185184,0.1,0.69929177 +132.7,121.823006,0.0021825528,1963.4873,5270000.0,2684.0,329375.0,,82336.0,0.0001182624,0.1,0.61188376 +134.78,122.202705,0.033892885,1964.2858,5280000.0,2688.0,330000.0,,82496.0,0.0001180064,0.1,0.65799135 +134.8,122.546295,0.008103412,1964.352,5290000.0,2693.0,330625.0,,82656.0,0.0001177504,0.1,0.6966039 +134.21,122.8668,0.011337277,1964.4181,5300000.0,2698.0,331250.0,,82784.0,0.0001175456,0.1,0.70568407 +131.88,123.12611,0.0031382765,1964.4839,5310000.0,2703.0,331875.0,,82944.0,0.0001172896,0.1,0.74806213 +137.09,123.4407,0.026128309,1964.5494,5320000.0,2708.0,332500.0,,83104.0,0.0001170336,0.1,0.6147379 +136.36,123.74809,0.006782049,1964.6149,5330000.0,2713.0,333125.0,,83264.0,0.0001167776,0.1,0.66665447 +135.1,124.04109,0.010210218,1964.6799,5340000.0,2718.0,333750.0,,83424.0,0.0001165216,0.1,0.66247296 +139.8,124.3779,0.017378962,1965.4666,5350000.0,2722.0,334375.0,,83584.0,0.0001162656,0.1,0.5936742 +139.46,124.6998,0.0062546,1965.5299,5360000.0,2727.0,335000.0,,83744.0,0.0001160096,0.1,0.6238929 +142.39,125.01378,0.010297745,1965.593,5370000.0,2732.0,335625.0,,83904.0,0.0001157536,0.1,0.6072389 +146.6,125.383095,0.032512672,1966.3743,5380000.0,2736.0,336250.0,,84032.0,0.0001155488,0.1,0.5850592 +152.93,125.80649,0.0107087,1966.4355,5390000.0,2741.0,336875.0,,84192.0,0.0001152928,0.1,0.66869473 +156.03,126.22039,0.013852472,1966.4967,5400000.0,2746.0,337500.0,,84352.0,0.0001150368,0.1,0.6164396 +157.35,126.69419,-0.003512858,1966.5576,5410000.0,2751.0,338125.0,,84512.0,0.0001147808,0.1,0.6838277 +154.19,127.160995,0.011839737,1966.6183,5420000.0,2756.0,338750.0,,84672.0,0.0001145248,0.1,0.71569484 +154.83,127.67519,0.01869687,1967.3914,5430000.0,2760.0,339375.0,,84832.0,0.0001142688,0.1,0.66384566 +154.26,128.191,-0.0001541276,1967.4503,5440000.0,2765.0,340000.0,,84992.0,0.0001140128,0.1,0.73248804 +157.35,128.72089,0.024988558,1968.2196,5450000.0,2769.0,340625.0,,85152.0,0.0001137568,0.1,0.6693957 +159.94,129.2621,0.014028879,1968.2769,5460000.0,2774.0,341250.0,,85312.0,0.0001135008,0.1,0.6482055 +168.77,129.86528,0.021845916,1969.0425,5470000.0,2778.0,341875.0,,85440.0,0.000113296,0.1,0.6528254 +169.77,130.4643,0.007937129,1969.0981,5480000.0,2783.0,342500.0,,85600.0,0.00011304,0.1,0.72052515 +169.88,131.02669,0.024063956,1969.8601,5490000.0,2787.0,343125.0,,85760.0,0.000112784,0.1,0.69208527 +169.32,131.56119,0.012008475,1969.9141,5500000.0,2792.0,343750.0,,85920.0,0.000112528,0.1,0.70480025 +168.44,132.0948,0.008012252,1969.9678,5510000.0,2797.0,344375.0,,86080.0,0.000112272,0.1,0.74628925 +170.0,132.6669,0.0037565709,1970.7247,5520000.0,2801.0,345000.0,,86240.0,0.000112016,0.1,0.7538929 +168.28,133.14761,0.02531531,1970.7769,5530000.0,2806.0,345625.0,,86400.0,0.00011176,0.1,0.6514449 +161.8,133.5543,0.0037682056,1970.8289,5540000.0,2811.0,346250.0,,86560.0,0.000111504,0.1,0.69277155 +156.9,133.9342,0.024335911,1971.5808,5550000.0,2815.0,346875.0,,86688.0,0.0001112992,0.1,0.68229485 +152.93,134.2278,0.040728852,1971.6312,5560000.0,2820.0,347500.0,,86848.0,0.0001110432,0.1,0.6020803 +157.5,134.563,0.0038891383,1971.6814,5570000.0,2825.0,348125.0,,87008.0,0.0001107872,0.1,0.7334887 +157.51,134.8327,0.01739156,1972.4285,5580000.0,2829.0,348750.0,,87168.0,0.0001105312,0.1,0.7374803 +156.44,135.07089,0.005230314,1972.477,5590000.0,2834.0,349375.0,,87328.0,0.0001102752,0.1,0.7142714 +152.94,135.2957,0.021144914,1972.5255,5600000.0,2839.0,350000.0,,87488.0,0.0001100192,0.1,0.6892793 +153.93,135.50099,0.019730201,1972.5739,5610000.0,2844.0,350625.0,,87648.0,0.0001097632,0.1,0.68780905 +148.07,135.6645,0.001932152,1972.622,5620000.0,2849.0,351250.0,,87808.0,0.0001095072,0.1,0.6781678 +143.04,135.7922,0.01594855,1972.6699,5630000.0,2854.0,351875.0,,87968.0,0.0001092512,0.1,0.68198156 +152.44,136.0367,0.017082013,1973.408,5640000.0,2858.0,352500.0,,88096.0,0.0001090464,0.1,0.71937984 +152.93,136.32071,0.005592413,1973.4545,5650000.0,2863.0,353125.0,,88256.0,0.0001087904,0.1,0.76035804 +149.98,136.5637,0.011626388,1974.1891,5660000.0,2867.0,353750.0,,88416.0,0.0001085344,0.1,0.69485414 +151.58,136.8232,0.0015195543,1974.234,5670000.0,2872.0,354375.0,,88576.0,0.0001082784,0.1,0.7346253 +151.86,137.1171,0.016313514,1974.2788,5680000.0,2877.0,355000.0,,88736.0,0.0001080224,0.1,0.7563206 +157.09,137.4792,0.01820738,1974.3234,5690000.0,2882.0,355625.0,,88896.0,0.0001077664,0.1,0.7430186 +162.16,137.86241,0.0052495464,1974.3678,5700000.0,2887.0,356250.0,,89056.0,0.0001075104,0.1,0.69956297 +163.62,138.2375,-0.000593893,1974.4122,5710000.0,2892.0,356875.0,,89216.0,0.0001072544,0.1,0.7407862 +157.87,138.5599,0.0048634047,1975.1381,5720000.0,2896.0,357500.0,,89344.0,0.0001070496,0.1,0.78153014 +159.41,138.97731,0.008388094,1975.181,5730000.0,2901.0,358125.0,,89504.0,0.0001067936,0.1,0.76680017 +161.15,139.4264,0.014099308,1975.2236,5740000.0,2906.0,358750.0,,89664.0,0.0001065376,0.1,0.7263732 +161.76,139.876,0.016208224,1975.2662,5750000.0,2911.0,359375.0,,89824.0,0.0001062816,0.1,0.75303435 +159.97,140.29181,0.022044145,1975.3086,5760000.0,2916.0,360000.0,,89984.0,0.0001060256,0.1,0.73194504 +160.27,140.6807,0.010342991,1975.351,5770000.0,2921.0,360625.0,,90144.0,0.0001057696,0.1,0.681513 +161.82,141.0811,0.03242622,1974.7181,5780000.0,2927.0,361250.0,,90304.0,0.0001055136,0.1,0.70663077 +156.77,141.45259,0.014596569,1974.7612,5790000.0,2932.0,361875.0,,90464.0,0.0001052576,0.1,0.7151025 +151.43,141.7477,0.02374543,1974.8042,5800000.0,2937.0,362500.0,,90624.0,0.0001050016,0.1,0.6367898 +155.71,142.0856,0.008305192,1975.5186,5810000.0,2941.0,363125.0,,90752.0,0.0001047968,0.1,0.6928433 +156.37,142.4137,0.02621323,1975.56,5820000.0,2946.0,363750.0,,90912.0,0.0001045408,0.1,0.6502051 +156.67,142.6918,0.02604172,1975.6014,5830000.0,2951.0,364375.0,,91072.0,0.0001042848,0.1,0.67431456 +157.89,142.9912,0.028660575,1975.6427,5840000.0,2956.0,365000.0,,91232.0,0.0001040288,0.1,0.65916085 +158.51,143.34698,0.0035000627,1975.6838,5850000.0,2961.0,365625.0,,91392.0,0.0001037728,0.1,0.69898236 +158.27,143.6986,0.016292173,1975.7249,5860000.0,2966.0,366250.0,,91552.0,0.0001035168,0.1,0.7148042 +156.27,144.01349,0.008978909,1975.7657,5870000.0,2971.0,366875.0,,91712.0,0.0001032608,0.1,0.70832163 +157.69,144.3041,-0.00010427405,1975.8064,5880000.0,2976.0,367500.0,,91872.0,0.0001030048,0.1,0.69216686 +159.48,144.6347,-0.004008657,1976.51,5890000.0,2980.0,368125.0,,92000.0,0.0001028,0.1,0.6875438 +157.96,144.94131,0.006388374,1977.2118,5900000.0,2984.0,368750.0,,92160.0,0.000102544,0.1,0.7351897 +152.19,145.25832,0.008321832,1976.5886,5910000.0,2990.0,369375.0,,92320.0,0.000102288,0.1,0.73358953 +153.12,145.5762,0.01918749,1976.6277,5920000.0,2995.0,370000.0,,92480.0,0.000102032,0.1,0.72027826 +151.43,145.8539,-0.0019191895,1976.6666,5930000.0,3000.0,370625.0,,92640.0,0.000101776,0.1,0.75551564 +150.81,146.0665,0.0004372378,1977.3635,5940000.0,3004.0,371250.0,,92800.0,0.00010152,0.1,0.7717471 +147.11,146.21329,0.02384888,1977.4011,5950000.0,3009.0,371875.0,,92960.0,0.000101264,0.1,0.731992 +144.83,146.288,-0.0014768804,1976.7827,5960000.0,3015.0,372500.0,,93120.0,0.000101008,0.1,0.7632973 +143.6,146.3761,0.014799583,1976.8212,5970000.0,3020.0,373125.0,,93280.0,0.000100752,0.1,0.77202016 +139.75,146.4509,0.029593194,1977.5132,5980000.0,3024.0,373750.0,,93408.0,0.0001005472,0.1,0.6918485 +134.1,146.4287,0.01392015,1977.5503,5990000.0,3029.0,374375.0,,93568.0,0.0001002912,0.1,0.71021986 +129.2,146.3505,0.013351879,1977.5874,6000000.0,3034.0,375000.0,,93728.0,0.0001000352,0.1,0.70056903 +131.76,146.3029,-0.0008096657,1978.2751,6010000.0,3038.0,375625.0,,93888.0,9.97792e-05,0.1,0.74517596 +130.99,146.17729,0.009050629,1978.3109,6020000.0,3043.0,376250.0,,94048.0,9.95232e-05,0.1,0.7483186 +135.3,146.13179,0.007756421,1978.3464,6030000.0,3048.0,376875.0,,94208.0,9.92672e-05,0.1,0.7690151 +130.51,145.9778,0.0069162063,1978.382,6040000.0,3053.0,377500.0,,94368.0,9.90112e-05,0.1,0.7480874 +131.44,145.8423,0.023911985,1978.4172,6050000.0,3058.0,378125.0,,94528.0,9.87552e-05,0.1,0.73554516 +134.68,145.73878,0.021949124,1979.0986,6060000.0,3062.0,378750.0,,94656.0,9.85504e-05,0.1,0.7136727 +134.42,145.6357,0.0058932104,1979.1327,6070000.0,3067.0,379375.0,,94816.0,9.82944e-05,0.1,0.6976746 +142.28,145.6921,0.007978124,1979.8112,6080000.0,3071.0,380000.0,,94976.0,9.80384e-05,0.1,0.7504513 +141.45,145.75189,0.011942403,1979.844,6090000.0,3076.0,380625.0,,95136.0,9.77824e-05,0.1,0.7260665 +150.64,145.9476,0.018294659,1979.2343,6100000.0,3082.0,381250.0,,95296.0,9.75264e-05,0.1,0.7109137 +152.04,146.217,-0.003162784,1979.268,6110000.0,3087.0,381875.0,,95456.0,9.72704e-05,0.1,0.78111154 +150.84,146.50668,0.0059197554,1979.3014,6120000.0,3092.0,382500.0,,95616.0,9.70144e-05,0.1,0.82936823 +152.56,146.8057,0.007145058,1979.3348,6130000.0,3097.0,383125.0,,95776.0,9.67584e-05,0.1,0.759358 +152.55,147.1198,0.021751627,1979.3682,6140000.0,3102.0,383750.0,,95936.0,9.65024e-05,0.1,0.711902 +147.79,147.3898,0.005735625,1980.0386,6150000.0,3106.0,384375.0,,96064.0,9.62976e-05,0.1,0.7753045 +155.08,147.7378,0.012381971,1980.0707,6160000.0,3111.0,385000.0,,96224.0,9.60416e-05,0.1,0.70697355 +154.47,148.1059,0.0069600632,1980.7384,6170000.0,3115.0,385625.0,,96384.0,9.57856e-05,0.1,0.777616 +152.83,148.4934,0.018019155,1980.7693,6180000.0,3120.0,386250.0,,96544.0,9.55296e-05,0.1,0.6826654 +158.36,148.9087,0.03082133,1980.8,6190000.0,3125.0,386875.0,,96704.0,9.52736e-05,0.1,0.6842644 +163.78,149.38771,0.012767185,1981.4637,6200000.0,3129.0,387500.0,,96864.0,9.50176e-05,0.1,0.7301948 +167.87,149.8896,0.030128965,1981.4933,6210000.0,3134.0,388125.0,,97024.0,9.47616e-05,0.1,0.7344037 +170.85,150.42421,-0.0050756405,1981.5228,6220000.0,3139.0,388750.0,,97184.0,9.45056e-05,0.1,0.7334168 +165.55,150.89459,0.02605393,1982.1826,6230000.0,3143.0,389375.0,,97312.0,9.43008e-05,0.1,0.77893966 +162.65,151.3442,0.02087469,1982.8408,6240000.0,3147.0,390000.0,,97472.0,9.40448e-05,0.1,0.70799375 +164.64,151.7638,0.010235833,1982.868,6250000.0,3152.0,390625.0,,97632.0,9.37888e-05,0.1,0.70981836 +164.16,152.1013,0.033701118,1982.8951,6260000.0,3157.0,391250.0,,97792.0,9.35328e-05,0.1,0.7059717 +169.99,152.47421,0.030102432,1982.9222,6270000.0,3162.0,391875.0,,97952.0,9.32768e-05,0.1,0.70550686 +173.53,152.86171,0.0011295144,1982.3232,6280000.0,3168.0,392500.0,,98112.0,9.30208e-05,0.1,0.694276 +176.82,153.2819,0.008349151,1982.3511,6290000.0,3173.0,393125.0,,98272.0,9.27648e-05,0.1,0.5726061 +183.56,153.7754,0.013250353,1982.3789,6300000.0,3178.0,393750.0,,98432.0,9.25088e-05,0.1,0.6297355 +190.52,154.3618,0.022773622,1982.4065,6310000.0,3183.0,394375.0,,98592.0,9.22528e-05,0.1,0.7032961 +197.27,154.9636,0.020700436,1983.0562,6320000.0,3187.0,395000.0,,98720.0,9.2048e-05,0.1,0.6847463 +195.68,155.55678,0.019207047,1983.0828,6330000.0,3192.0,395625.0,,98880.0,9.1792e-05,0.1,0.6528971 +202.68,156.23257,0.03566685,1983.1091,6340000.0,3197.0,396250.0,,99040.0,9.1536e-05,0.1,0.6712829 +204.8,156.88258,0.0047339285,1983.1355,6350000.0,3202.0,396875.0,,99200.0,9.128e-05,0.1,0.6255605 +200.76,157.49559,0.0032033147,1983.1619,6360000.0,3207.0,397500.0,,99360.0,9.1024e-05,0.1,0.66649646 +201.09,158.08258,0.02341266,1982.5708,6370000.0,3213.0,398125.0,,99520.0,9.0768e-05,0.1,0.7010168 +199.93,158.61589,0.025305443,1982.5979,6380000.0,3218.0,398750.0,,99680.0,9.0512e-05,0.1,0.66670334 +200.04,159.087,0.005842911,1982.6249,6390000.0,3223.0,399375.0,,99840.0,9.0256e-05,0.1,0.7289655 +202.82,159.55489,0.016133985,1983.2662,6400000.0,3227.0,400000.0,,100000.0,9e-05,0.1,0.6224867 +208.32,160.0646,0.009230772,1983.9059,6410000.0,3231.0,400625.0,,100128.0,8.97952e-05,0.1,0.6969056 +207.46,160.5973,0.010968481,1983.9308,6420000.0,3236.0,401250.0,,100288.0,8.95392e-05,0.1,0.7000147 +212.18,161.1708,0.022701973,1983.9556,6430000.0,3241.0,401875.0,,100448.0,8.92832e-05,0.1,0.7165605 +209.08,161.71901,0.019516472,1983.3693,6440000.0,3247.0,402500.0,,100608.0,8.90272e-05,0.1,0.69146824 +209.36,162.2391,0.01030675,1984.0049,6450000.0,3251.0,403125.0,,100768.0,8.87712e-05,0.1,0.62097144 +213.81,162.7778,0.013837523,1984.0295,6460000.0,3256.0,403750.0,,100928.0,8.85152e-05,0.1,0.6848389 +219.38,163.2839,0.024365526,1984.054,6470000.0,3261.0,404375.0,,101088.0,8.82592e-05,0.1,0.7188711 +216.6,163.7522,0.015438904,1984.0784,6480000.0,3266.0,405000.0,,101248.0,8.80032e-05,0.1,0.75417674 +210.4,164.15741,0.0026181422,1984.1027,6490000.0,3271.0,405625.0,,101376.0,8.77984e-05,0.1,0.72674775 +205.72,164.52141,0.0045241974,1984.127,6500000.0,3276.0,406250.0,,101536.0,8.75424e-05,0.1,0.75941193 +200.03,164.83731,0.043636326,1984.1511,6510000.0,3281.0,406875.0,,101696.0,8.72864e-05,0.1,0.7470293 +199.24,165.1297,0.010103794,1984.1753,6520000.0,3286.0,407500.0,,101856.0,8.70304e-05,0.1,0.7237054 +199.14,165.43832,0.041219532,1984.1993,6530000.0,3291.0,408125.0,,102016.0,8.67744e-05,0.1,0.7325989 +196.29,165.7832,-0.00065735437,1984.8254,6540000.0,3295.0,408750.0,,102176.0,8.65184e-05,0.1,0.79736245 +194.96,166.1638,0.023275867,1984.8485,6550000.0,3300.0,409375.0,,102336.0,8.62624e-05,0.1,0.77012503 +191.52,166.54971,0.01673707,1984.8715,6560000.0,3305.0,410000.0,,102496.0,8.60064e-05,0.1,0.7668396 +188.61,166.8608,0.019862577,1984.8943,6570000.0,3310.0,410625.0,,102656.0,8.57504e-05,0.1,0.7054281 +183.08,167.1165,0.029626304,1984.917,6580000.0,3315.0,411250.0,,102784.0,8.55456e-05,0.1,0.7323871 +180.03,167.35239,0.010659279,1985.5378,6590000.0,3319.0,411875.0,,102944.0,8.52896e-05,0.1,0.71705306 +175.99,167.58289,0.0108661,1985.5596,6600000.0,3324.0,412500.0,,103104.0,8.50336e-05,0.1,0.7381706 +177.16,167.81522,0.017499726,1986.1779,6610000.0,3328.0,413125.0,,103264.0,8.47776e-05,0.1,0.6461646 +173.54,168.06989,0.023483427,1986.1986,6620000.0,3333.0,413750.0,,103424.0,8.45216e-05,0.1,0.7986133 +166.99,168.30939,0.006062561,1986.2192,6630000.0,3338.0,414375.0,,103584.0,8.42656e-05,0.1,0.81911427 +164.44,168.4294,0.036486574,1986.8342,6640000.0,3342.0,415000.0,,103744.0,8.40096e-05,0.1,0.7708523 +168.57,168.5858,0.016307605,1986.8539,6650000.0,3347.0,415625.0,,103904.0,8.37536e-05,0.1,0.7433754 +171.17,168.7977,0.018778006,1987.4664,6660000.0,3351.0,416250.0,,104032.0,8.35488e-05,0.1,0.755054 +170.38,168.9857,0.032864455,1987.4851,6670000.0,3356.0,416875.0,,104192.0,8.32928e-05,0.1,0.7553454 +169.15,169.15862,0.004877163,1987.5037,6680000.0,3361.0,417500.0,,104352.0,8.30368e-05,0.1,0.8424798 +166.41,169.25182,0.01562983,1987.5223,6690000.0,3366.0,418125.0,,104512.0,8.27808e-05,0.1,0.7371036 +166.13,169.29152,0.008828949,1987.5408,6700000.0,3371.0,418750.0,,104672.0,8.25248e-05,0.1,0.75198025 +167.07,169.32602,0.015954413,1987.5592,6710000.0,3376.0,419375.0,,104832.0,8.22688e-05,0.1,0.73028517 +169.1,169.4383,0.031854436,1988.1656,6720000.0,3380.0,420000.0,,104992.0,8.20128e-05,0.1,0.66068345 +175.77,169.60191,0.007631863,1988.1831,6730000.0,3385.0,420625.0,,105152.0,8.17568e-05,0.1,0.7207971 +177.38,169.7642,0.02373093,1988.7872,6740000.0,3389.0,421250.0,,105312.0,8.15008e-05,0.1,0.7083641 +178.76,169.9342,0.04428756,1988.8037,6750000.0,3394.0,421875.0,,105440.0,8.1296e-05,0.1,0.73444915 +186.87,170.2032,0.008558656,1989.4055,6760000.0,3398.0,422500.0,,105600.0,8.104e-05,0.1,0.7441714 +188.57,170.4862,-0.0010325972,1989.4211,6770000.0,3403.0,423125.0,,105760.0,8.0784e-05,0.1,0.75986964 +174.65,170.61449,0.0221185,1989.4366,6780000.0,3408.0,423750.0,,105920.0,8.0528e-05,0.1,0.71237314 +175.96,170.80641,0.039058805,1989.4521,6790000.0,3413.0,424375.0,,106080.0,8.0272e-05,0.1,0.71713006 +176.06,171.05273,0.013263959,1989.4675,6800000.0,3418.0,425000.0,,106240.0,8.0016e-05,0.1,0.71658397 +171.07,171.20633,-0.003776216,1989.4829,6810000.0,3423.0,425625.0,,106400.0,7.976e-05,0.1,0.7772838 +171.25,171.35512,0.026658438,1989.4983,6820000.0,3428.0,426250.0,,106560.0,7.9504e-05,0.1,0.74628806 +172.35,171.5119,0.013519938,1989.5135,6830000.0,3433.0,426875.0,,106688.0,7.92992e-05,0.1,0.8007246 +174.74,171.6804,0.009256789,1990.1077,6840000.0,3437.0,427500.0,,106848.0,7.90432e-05,0.1,0.78259957 +176.29,171.8582,0.016739806,1990.1221,6850000.0,3442.0,428125.0,,107008.0,7.87872e-05,0.1,0.77649635 +178.11,172.05658,0.017297136,1989.5592,6860000.0,3448.0,428750.0,,107168.0,7.85312e-05,0.1,0.74096143 +172.1,172.21489,0.019312274,1990.1506,6870000.0,3452.0,429375.0,,107328.0,7.82752e-05,0.1,0.7503871 +168.33,172.32129,0.0140463635,1990.1649,6880000.0,3457.0,430000.0,,107488.0,7.80192e-05,0.1,0.7588614 +167.21,172.39859,-0.0039176634,1990.7542,6890000.0,3461.0,430625.0,,107648.0,7.77632e-05,0.1,0.71782875 +168.37,172.5027,0.04603901,1990.7675,6900000.0,3466.0,431250.0,,107808.0,7.75072e-05,0.1,0.7034489 +167.84,172.65923,0.015352509,1990.7808,6910000.0,3471.0,431875.0,,107968.0,7.72512e-05,0.1,0.76592076 +166.01,172.7881,-0.006636518,1991.367,6920000.0,3475.0,432500.0,,108096.0,7.70464e-05,0.1,0.7615054 +169.39,172.9677,0.016446805,1990.8073,6930000.0,3481.0,433125.0,,108256.0,7.67904e-05,0.1,0.77314436 +177.46,173.23422,0.01594462,1991.3917,6940000.0,3485.0,433750.0,,108416.0,7.65344e-05,0.1,0.69935155 +175.48,173.51791,0.008222368,1991.404,6950000.0,3490.0,434375.0,,108576.0,7.62784e-05,0.1,0.7861098 +181.42,173.88383,0.018547535,1991.4163,6960000.0,3495.0,435000.0,,108736.0,7.60224e-05,0.1,0.76488173 +184.12,174.28902,0.004947657,1991.9977,6970000.0,3499.0,435625.0,,108896.0,7.57664e-05,0.1,0.7970788 +183.25,174.724,0.029893365,1992.0092,6980000.0,3504.0,436250.0,,109056.0,7.55104e-05,0.1,0.6950022 +188.37,175.26668,0.030604841,1992.0205,6990000.0,3509.0,436875.0,,109216.0,7.52544e-05,0.1,0.68132895 +191.64,175.8911,0.014180169,1992.0319,7000000.0,3514.0,437500.0,,109344.0,7.50496e-05,0.1,0.7701529 +191.14,176.48491,0.012380984,1992.0432,7010000.0,3519.0,438125.0,,109504.0,7.47936e-05,0.1,0.7779619 +196.14,177.13643,0.029825084,1992.6199,7020000.0,3523.0,438750.0,,109664.0,7.45376e-05,0.1,0.7307671 +198.23,177.76572,0.031210799,1992.6304,7030000.0,3528.0,439375.0,,109824.0,7.42816e-05,0.1,0.7834363 +202.02,178.48082,0.023705207,1992.6409,7040000.0,3533.0,440000.0,,109984.0,7.40256e-05,0.1,0.7966554 +198.88,179.15521,0.033065595,1992.6512,7050000.0,3538.0,440625.0,,110144.0,7.37696e-05,0.1,0.73275626 +198.88,179.79723,0.014664085,1993.2241,7060000.0,3542.0,441250.0,,110304.0,7.35136e-05,0.1,0.7751997 +192.54,180.3784,0.03757509,1993.2338,7070000.0,3547.0,441875.0,,110464.0,7.32576e-05,0.1,0.71641093 +197.05,180.92612,0.011801234,1993.8046,7080000.0,3551.0,442500.0,,110624.0,7.30016e-05,0.1,0.7269737 +190.51,181.4167,0.040498953,1993.8132,7090000.0,3556.0,443125.0,,110752.0,7.27968e-05,0.1,0.6950898 +195.24,181.8627,0.022758393,1993.8219,7100000.0,3561.0,443750.0,,110912.0,7.25408e-05,0.1,0.7209577 +201.75,182.3598,0.04400653,1993.8306,7110000.0,3566.0,444375.0,,111072.0,7.22848e-05,0.1,0.7685535 +200.63,182.85771,0.007421215,1993.8392,7120000.0,3571.0,445000.0,,111232.0,7.20288e-05,0.1,0.76671463 +198.23,183.3144,0.030765243,1993.2905,7130000.0,3577.0,445625.0,,111392.0,7.17728e-05,0.1,0.69664526 +197.17,183.7606,-0.00044545633,1993.2998,7140000.0,3582.0,446250.0,,111552.0,7.15168e-05,0.1,0.7473165 +199.67,184.27942,0.01580988,1993.865,7150000.0,3586.0,446875.0,,111712.0,7.12608e-05,0.1,0.7565682 +194.29,184.67148,0.024828894,1993.8735,7160000.0,3591.0,447500.0,,111872.0,7.10048e-05,0.1,0.7714973 +194.0,185.0668,0.011500202,1993.8821,7170000.0,3596.0,448125.0,,112000.0,7.08e-05,0.1,0.7586415 +191.93,185.4578,0.011399055,1993.8906,7180000.0,3601.0,448750.0,,112160.0,7.0544e-05,0.1,0.7550142 +192.29,185.79707,0.018747522,1993.899,7190000.0,3606.0,449375.0,,112320.0,7.0288e-05,0.1,0.7899592 +185.15,186.0108,0.023706406,1993.9075,7200000.0,3611.0,450000.0,,112480.0,7.0032e-05,0.1,0.70633185 +189.02,186.22229,0.011888935,1993.9159,7210000.0,3616.0,450625.0,,112640.0,6.9776e-05,0.1,0.7618177 +191.16,186.42538,0.0045493627,1994.4751,7220000.0,3620.0,451250.0,,112800.0,6.952e-05,0.1,0.7102283 +193.52,186.7051,0.04570708,1994.4828,7230000.0,3625.0,451875.0,,112960.0,6.9264e-05,0.1,0.6300968 +196.16,187.04019,0.008746167,1994.4904,7240000.0,3630.0,452500.0,,113120.0,6.9008e-05,0.1,0.7772637 +193.29,187.32668,0.0023089128,1994.4979,7250000.0,3635.0,453125.0,,113280.0,6.8752e-05,0.1,0.7765809 +194.3,187.62808,0.023456091,1995.0536,7260000.0,3639.0,453750.0,,113408.0,6.85472e-05,0.1,0.67953646 +187.49,187.8031,0.026961472,1994.5131,7270000.0,3645.0,454375.0,,113568.0,6.82912e-05,0.1,0.7682117 +189.57,187.9635,0.019279229,1994.5205,7280000.0,3650.0,455000.0,,113728.0,6.80352e-05,0.1,0.7714634 +186.93,188.0646,-0.0042602005,1995.0739,7290000.0,3654.0,455625.0,,113888.0,6.77792e-05,0.1,0.7253027 +188.93,188.1183,0.021103939,1995.0806,7300000.0,3659.0,456250.0,,114048.0,6.75232e-05,0.1,0.7359466 +186.95,188.08258,0.023206491,1995.632,7310000.0,3663.0,456875.0,,114208.0,6.72672e-05,0.1,0.7354635 +186.17,187.97159,0.005252645,1995.638,7320000.0,3668.0,457500.0,,114368.0,6.70112e-05,0.1,0.72140574 +183.08,187.84558,0.0040824646,1995.6439,7330000.0,3673.0,458125.0,,114528.0,6.67552e-05,0.1,0.76961 +182.06,187.63939,0.017037,1996.1925,7340000.0,3677.0,458750.0,,114656.0,6.65504e-05,0.1,0.76554215 +184.96,187.44101,0.026299931,1996.1978,7350000.0,3682.0,459375.0,,114816.0,6.62944e-05,0.1,0.7681478 +190.56,187.33902,0.024906628,1996.2029,7360000.0,3687.0,460000.0,,114976.0,6.60384e-05,0.1,0.8139328 +189.7,187.22511,0.011334688,1996.208,7370000.0,3692.0,460625.0,,115136.0,6.57824e-05,0.1,0.7557524 +191.11,187.1369,0.031199675,1996.2131,7380000.0,3697.0,461250.0,,115296.0,6.55264e-05,0.1,0.7402499 +194.55,187.08202,0.011429517,1996.2183,7390000.0,3702.0,461875.0,,115456.0,6.52704e-05,0.1,0.75219274 +192.0,186.97379,-0.00027731576,1996.2234,7400000.0,3707.0,462500.0,,115616.0,6.50144e-05,0.1,0.75127316 +196.27,186.8533,0.026006278,1996.7664,7410000.0,3711.0,463125.0,,115776.0,6.47584e-05,0.1,0.7472642 +201.13,186.79002,0.036811072,1996.7708,7420000.0,3716.0,463750.0,,115936.0,6.45024e-05,0.1,0.7749817 +199.2,186.66022,0.01978798,1997.3118,7430000.0,3720.0,464375.0,,116064.0,6.42976e-05,0.1,0.81764483 +194.97,186.5191,0.033230256,1997.3154,7440000.0,3725.0,465000.0,,116224.0,6.40416e-05,0.1,0.7531337 +191.84,186.3439,0.05987195,1997.3191,7450000.0,3730.0,465625.0,,116384.0,6.37856e-05,0.1,0.569506 +198.66,186.1924,0.022658883,1997.8575,7460000.0,3734.0,466250.0,,116544.0,6.35296e-05,0.1,0.73528683 +204.76,186.0462,0.017187031,1997.8604,7470000.0,3739.0,466875.0,,116704.0,6.32736e-05,0.1,0.6543398 +208.43,185.96451,0.009045064,1997.3298,7480000.0,3745.0,467500.0,,116864.0,6.30176e-05,0.1,0.7747428 +210.09,185.96138,0.030983029,1997.8661,7490000.0,3749.0,468125.0,,117024.0,6.27616e-05,0.1,0.7786528 +209.85,186.0027,0.038658034,1997.8689,7500000.0,3754.0,468750.0,,117184.0,6.25056e-05,0.1,0.7389365 +210.97,186.1121,0.026627673,1998.4034,7510000.0,3758.0,469375.0,,117312.0,6.23008e-05,0.1,0.73467374 +210.25,186.22221,0.009434075,1997.8746,7520000.0,3764.0,470000.0,,117472.0,6.20448e-05,0.1,0.75475234 +212.27,186.35352,0.025196737,1998.4076,7530000.0,3768.0,470625.0,,117632.0,6.17888e-05,0.1,0.7662679 +214.5,186.5356,-0.0019514711,1998.4098,7540000.0,3773.0,471250.0,,117792.0,6.15328e-05,0.1,0.80977523 +213.83,186.72432,0.015445806,1998.4119,7550000.0,3778.0,471875.0,,117952.0,6.12768e-05,0.1,0.75368106 +206.42,186.8733,0.024710895,1998.414,7560000.0,3783.0,472500.0,,118112.0,6.10208e-05,0.1,0.8218918 +204.71,187.03432,0.008089025,1998.9437,7570000.0,3787.0,473125.0,,118272.0,6.07648e-05,0.1,0.76394546 +202.18,187.22531,0.019384772,1998.9452,7580000.0,3792.0,473750.0,,118432.0,6.05088e-05,0.1,0.72734356 +200.58,187.43082,0.023842748,1998.9465,7590000.0,3797.0,474375.0,,118592.0,6.02528e-05,0.1,0.77945256 +201.06,187.68152,-0.0012900049,1999.4739,7600000.0,3801.0,475000.0,,118720.0,6.0048e-05,0.1,0.84602255 +195.21,187.86203,0.0069973995,1999.4745,7610000.0,3806.0,475625.0,,118880.0,5.9792e-05,0.1,0.7977048 +198.52,188.11182,0.0031447788,2000.0,7620000.0,3810.0,476250.0,,119040.0,5.9536e-05,0.1,0.7748246 +197.82,188.42012,0.014385511,2000.0,7630000.0,3815.0,476875.0,,119200.0,5.928e-05,0.1,0.7193564 +188.97,188.66544,0.033149056,1999.4766,7640000.0,3821.0,477500.0,,119360.0,5.9024e-05,0.1,0.7241144 +194.71,188.92682,0.012984274,1999.4773,7650000.0,3826.0,478125.0,,119520.0,5.8768e-05,0.1,0.785252 +192.46,189.13974,0.018524643,1999.4779,7660000.0,3831.0,478750.0,,119680.0,5.8512e-05,0.1,0.7288786 +196.68,189.40271,0.030845664,1999.4786,7670000.0,3836.0,479375.0,,119840.0,5.8256e-05,0.1,0.8139395 +199.91,189.71031,0.028942164,2000.0,7680000.0,3840.0,480000.0,,120000.0,5.8e-05,0.1,0.7239837 +203.96,190.08582,0.008080363,2000.0,7690000.0,3845.0,480625.0,,120128.0,5.77952e-05,0.1,0.7546773 +202.56,190.4501,0.021827215,2000.5197,7700000.0,3849.0,481250.0,,120288.0,5.75392e-05,0.1,0.73395306 +207.88,190.85822,0.017854044,2000.5189,7710000.0,3854.0,481875.0,,120448.0,5.72832e-05,0.1,0.6942334 +210.49,191.27213,0.015876506,2000.5183,7720000.0,3859.0,482500.0,,120608.0,5.70272e-05,0.1,0.77837074 +211.45,191.6289,0.031977475,2000.0,7730000.0,3865.0,483125.0,,120768.0,5.67712e-05,0.1,0.79523647 +211.96,191.9747,0.011190991,2000.0,7740000.0,3870.0,483750.0,,120928.0,5.65152e-05,0.1,0.7635192 +211.29,192.3,0.021308677,2000.5162,7750000.0,3874.0,484375.0,,121088.0,5.62592e-05,0.1,0.72143364 +209.41,192.52539,0.037977226,2000.5156,7760000.0,3879.0,485000.0,,121248.0,5.60032e-05,0.1,0.7509543 +213.04,192.7701,-0.003130944,2001.0302,7770000.0,3883.0,485625.0,,121376.0,5.57984e-05,0.1,0.73181236 +218.61,193.20969,0.016375132,2001.0288,7780000.0,3888.0,486250.0,,121536.0,5.55424e-05,0.1,0.6841074 +217.72,193.62729,0.022273684,2001.5416,7790000.0,3892.0,486875.0,,121696.0,5.52864e-05,0.1,0.7583494 +217.71,194.04381,0.0248317,2001.5397,7800000.0,3897.0,487500.0,,121856.0,5.50304e-05,0.1,0.7706265 +217.07,194.50381,0.02454935,2001.5377,7810000.0,3902.0,488125.0,,122016.0,5.47744e-05,0.1,0.77644813 +211.76,194.9089,0.0008008956,2001.5356,7820000.0,3907.0,488750.0,,122176.0,5.45184e-05,0.1,0.8061357 +214.74,195.33281,0.013995621,2002.0455,7830000.0,3911.0,489375.0,,122336.0,5.42624e-05,0.1,0.7610769 +210.11,195.68648,0.034179367,2002.0428,7840000.0,3916.0,490000.0,,122496.0,5.40064e-05,0.1,0.73194945 +209.62,196.01979,0.011787393,2002.0403,7850000.0,3921.0,490625.0,,122656.0,5.37504e-05,0.1,0.7203248 +209.93,196.33797,0.0060475003,2002.5477,7860000.0,3925.0,491250.0,,122784.0,5.35456e-05,0.1,0.7859138 +203.02,196.64717,0.038556997,2002.5446,7870000.0,3930.0,491875.0,,122944.0,5.32896e-05,0.1,0.7425166 +198.02,196.94408,0.03154668,2002.5413,7880000.0,3935.0,492500.0,,123104.0,5.30336e-05,0.1,0.7232877 +196.42,197.23619,0.021450983,2002.5381,7890000.0,3940.0,493125.0,,123264.0,5.27776e-05,0.1,0.72125864 +205.34,197.60588,0.009015736,2002.5349,7900000.0,3945.0,493750.0,,123424.0,5.25216e-05,0.1,0.7387483 +206.29,197.99037,0.01900688,2002.5316,7910000.0,3950.0,494375.0,,123584.0,5.22656e-05,0.1,0.7030976 +205.12,198.38148,0.009665605,2002.5284,7920000.0,3955.0,495000.0,,123744.0,5.20096e-05,0.1,0.76283693 +210.38,198.79138,0.039962407,2003.0311,7930000.0,3959.0,495625.0,,123904.0,5.17536e-05,0.1,0.76943207 +214.59,199.16269,0.021312902,2003.5327,7940000.0,3963.0,496250.0,,124032.0,5.15488e-05,0.1,0.73230404 +217.7,199.58488,0.037049294,2003.5282,7950000.0,3968.0,496875.0,,124192.0,5.12928e-05,0.1,0.6881654 +219.33,199.964,0.005857501,2003.5238,7960000.0,3973.0,497500.0,,124352.0,5.10368e-05,0.1,0.729468 +215.43,200.27708,0.021919329,2003.5194,7970000.0,3978.0,498125.0,,124512.0,5.07808e-05,0.1,0.7236382 +213.49,200.5795,0.017672997,2003.5149,7980000.0,3983.0,498750.0,,124672.0,5.05248e-05,0.1,0.779664 +216.23,200.85811,0.01018278,2003.5105,7990000.0,3988.0,499375.0,,124832.0,5.02688e-05,0.1,0.7228193 +216.26,201.1043,0.05899204,2004.008,8000000.0,3992.0,500000.0,,124992.0,5.00128e-05,0.1,0.6660008 +222.86,201.42151,0.015542334,2004.003,8010000.0,3997.0,500625.0,,125152.0,4.97568e-05,0.1,0.70307124 +230.5,201.76509,0.024964305,2003.998,8020000.0,4002.0,501250.0,,125312.0,4.95008e-05,0.1,0.69790745 +226.83,202.05109,0.030651815,2004.4933,8030000.0,4006.0,501875.0,,125440.0,4.9296e-05,0.1,0.74678993 +234.58,202.37668,0.0079948325,2004.4877,8040000.0,4011.0,502500.0,,125600.0,4.904e-05,0.1,0.7047566 +235.48,202.74272,0.045996092,2004.482,8050000.0,4016.0,503125.0,,125760.0,4.8784e-05,0.1,0.70464736 +240.02,203.1541,0.020969726,2004.9751,8060000.0,4020.0,503750.0,,125920.0,4.8528e-05,0.1,0.76147294 +243.92,203.66791,0.028022178,2004.969,8070000.0,4025.0,504375.0,,126080.0,4.8272e-05,0.1,0.6899222 +244.23,204.13971,0.038246244,2004.9628,8080000.0,4030.0,505000.0,,126240.0,4.8016e-05,0.1,0.7124348 +250.81,204.74272,0.033750407,2004.9567,8090000.0,4035.0,505625.0,,126400.0,4.776e-05,0.1,0.8159833 +244.52,205.2355,0.020413851,2005.4469,8100000.0,4039.0,506250.0,,126560.0,4.7504e-05,0.1,0.7374089 +243.48,205.65283,0.036121458,2005.4402,8110000.0,4044.0,506875.0,,126688.0,4.72992e-05,0.1,0.6729165 +240.9,206.05553,0.016320752,2005.9288,8120000.0,4048.0,507500.0,,126848.0,4.70432e-05,0.1,0.7383819 +241.75,206.49072,0.004971377,2005.9215,8130000.0,4053.0,508125.0,,127008.0,4.67872e-05,0.1,0.71920156 +240.28,206.92181,0.040027924,2005.9142,8140000.0,4058.0,508750.0,,127168.0,4.65312e-05,0.1,0.726578 +240.28,207.32791,0.019925268,2005.907,8150000.0,4063.0,509375.0,,127328.0,4.62752e-05,0.1,0.7566693 +246.05,207.8455,0.020845769,2006.393,8160000.0,4067.0,510000.0,,127488.0,4.60192e-05,0.1,0.7469528 +239.7,208.3025,0.043694697,2006.385,8170000.0,4072.0,510625.0,,127648.0,4.57632e-05,0.1,0.6750731 +242.6,208.8092,0.012004704,2006.3772,8180000.0,4077.0,511250.0,,127808.0,4.55072e-05,0.1,0.78489375 +243.24,209.31871,0.031784672,2006.3694,8190000.0,4082.0,511875.0,,127968.0,4.52512e-05,0.1,0.7675409 +242.27,209.88988,0.0305831,2006.8527,8200000.0,4086.0,512500.0,,128096.0,4.50464e-05,0.1,0.7331818 +242.56,210.4253,0.0055062063,2007.335,8210000.0,4090.0,513125.0,,128256.0,4.47904e-05,0.1,0.728246 +240.97,210.92342,0.04368436,2007.326,8220000.0,4095.0,513750.0,,128416.0,4.45344e-05,0.1,0.7063283 +242.65,211.4147,-0.005246525,2007.317,8230000.0,4100.0,514375.0,,128576.0,4.42784e-05,0.1,0.8175943 +240.45,211.8576,0.039965205,2007.3081,8240000.0,4105.0,515000.0,,128736.0,4.40224e-05,0.1,0.67250305 +233.9,212.26373,0.045913395,2007.2993,8250000.0,4110.0,515625.0,,128896.0,4.37664e-05,0.1,0.64487827 +235.02,212.6709,0.0110929245,2006.8027,8260000.0,4116.0,516250.0,,129056.0,4.35104e-05,0.1,0.7302531 +234.67,213.1427,0.005410377,2007.2815,8270000.0,4120.0,516875.0,,129216.0,4.32544e-05,0.1,0.7733872 +234.53,213.59229,0.00969645,2007.7594,8280000.0,4124.0,517500.0,,129344.0,4.30496e-05,0.1,0.7358773 +230.38,214.02681,0.015408582,2007.75,8290000.0,4129.0,518125.0,,129504.0,4.27936e-05,0.1,0.69668126 +232.48,214.46231,0.02516579,2008.2264,8300000.0,4133.0,518750.0,,129664.0,4.25376e-05,0.1,0.7416861 +231.27,214.9055,0.028584769,2008.2166,8310000.0,4138.0,519375.0,,129824.0,4.22816e-05,0.1,0.75157 +228.69,215.3307,0.035160713,2007.722,8320000.0,4144.0,520000.0,,129984.0,4.20256e-05,0.1,0.683126 +236.7,215.8669,0.047054462,2007.7126,8330000.0,4149.0,520625.0,,130144.0,4.17696e-05,0.1,0.6688863 +233.99,216.38618,0.008162221,2007.7034,8340000.0,4154.0,521250.0,,130304.0,4.15136e-05,0.1,0.81908596 +232.06,216.85721,0.031136055,2007.6942,8350000.0,4159.0,521875.0,,130464.0,4.12576e-05,0.1,0.71062076 +226.77,217.2193,0.024240876,2007.6849,8360000.0,4164.0,522500.0,,130624.0,4.10016e-05,0.1,0.77054584 +224.69,217.5692,0.08450219,2008.1573,8370000.0,4168.0,523125.0,,130752.0,4.07968e-05,0.1,0.7071204 +223.55,217.89362,0.026549498,2008.1476,8380000.0,4173.0,523750.0,,130912.0,4.05408e-05,0.1,0.7615756 +220.83,218.1564,0.016288565,2008.1378,8390000.0,4178.0,524375.0,,131072.0,4.02848e-05,0.1,0.72532713 +218.01,218.4165,0.026253555,2008.6083,8400000.0,4182.0,525000.0,,131232.0,4.00288e-05,0.1,0.71749234 +225.3,218.7068,0.03191231,2008.598,8410000.0,4187.0,525625.0,,131392.0,3.97728e-05,0.1,0.70820284 +228.82,218.9837,0.03407239,2008.5878,8420000.0,4192.0,526250.0,,131552.0,3.95168e-05,0.1,0.7459332 +226.63,219.25801,0.022138704,2009.0563,8430000.0,4196.0,526875.0,,131712.0,3.92608e-05,0.1,0.7093735 +228.44,219.59271,0.015958883,2009.0454,8440000.0,4201.0,527500.0,,131872.0,3.90048e-05,0.1,0.7978482 +228.69,219.9612,0.055123556,2009.0347,8450000.0,4206.0,528125.0,,132000.0,3.88e-05,0.1,0.71131724 +232.44,220.29898,0.05009022,2009.0239,8460000.0,4211.0,528750.0,,132160.0,3.8544e-05,0.1,0.718444 +232.11,220.57248,0.01632417,2009.0133,8470000.0,4216.0,529375.0,,132320.0,3.8288e-05,0.1,0.7727765 +230.36,220.79176,0.016566904,2009.0026,8480000.0,4221.0,530000.0,,132480.0,3.8032e-05,0.1,0.7698629 +232.28,221.01367,0.061224457,2009.4674,8490000.0,4225.0,530625.0,,132640.0,3.7776e-05,0.1,0.69978213 +227.91,221.19427,0.016209988,2009.4563,8500000.0,4230.0,531250.0,,132800.0,3.752e-05,0.1,0.7761796 +234.87,221.43329,0.041937854,2008.9707,8510000.0,4236.0,531875.0,,132960.0,3.7264e-05,0.1,0.73211205 +237.81,221.7089,0.02807591,2008.9602,8520000.0,4241.0,532500.0,,133120.0,3.7008e-05,0.1,0.701382 +242.54,222.0116,0.0036956882,2008.9496,8530000.0,4246.0,533125.0,,133280.0,3.6752e-05,0.1,0.8037206 +238.83,222.2549,0.06158762,2009.4117,8540000.0,4250.0,533750.0,,133408.0,3.65472e-05,0.1,0.7094362 +244.0,222.5566,0.0043681758,2009.4008,8550000.0,4255.0,534375.0,,133568.0,3.62912e-05,0.1,0.7779361 +245.95,222.95189,0.019471588,2009.3896,8560000.0,4260.0,535000.0,,133728.0,3.60352e-05,0.1,0.7734841 +244.52,223.35,0.021102594,2009.3787,8570000.0,4265.0,535625.0,,133888.0,3.57792e-05,0.1,0.77690184 +238.78,223.716,0.0060293716,2009.3677,8580000.0,4270.0,536250.0,,134048.0,3.55232e-05,0.1,0.7683432 +232.74,224.03758,0.0019134737,2009.3567,8590000.0,4275.0,536875.0,,134208.0,3.52672e-05,0.1,0.7810402 +231.09,224.33789,0.020961385,2009.3458,8600000.0,4280.0,537500.0,,134368.0,3.50112e-05,0.1,0.74564475 +228.69,224.6727,0.030718645,2009.3348,8610000.0,4285.0,538125.0,,134528.0,3.47552e-05,0.1,0.7046505 +225.27,224.9402,0.031321175,2009.7925,8620000.0,4289.0,538750.0,,134656.0,3.45504e-05,0.1,0.75729096 +221.51,225.1771,0.026069054,2009.3131,8630000.0,4295.0,539375.0,,134816.0,3.42944e-05,0.1,0.72584987 +225.37,225.54108,0.016297545,2009.3024,8640000.0,4300.0,540000.0,,134976.0,3.40384e-05,0.1,0.7483777 +226.25,225.85649,0.024454206,2009.2915,8650000.0,4305.0,540625.0,,135136.0,3.37824e-05,0.1,0.7832879 +229.31,226.225,0.021671379,2009.2808,8660000.0,4310.0,541250.0,,135296.0,3.35264e-05,0.1,0.70355576 +231.72,226.57541,0.023907196,2009.7357,8670000.0,4314.0,541875.0,,135456.0,3.32704e-05,0.1,0.73510325 +233.01,226.9064,-0.002162014,2009.7245,8680000.0,4319.0,542500.0,,135616.0,3.30144e-05,0.1,0.7328396 +233.98,227.20662,0.06358057,2009.7133,8690000.0,4324.0,543125.0,,135776.0,3.27584e-05,0.1,0.7105842 +235.54,227.5364,0.050959576,2009.702,8700000.0,4329.0,543750.0,,135936.0,3.25024e-05,0.1,0.6797055 +236.32,227.8208,0.019011216,2010.1547,8710000.0,4333.0,544375.0,,136064.0,3.22976e-05,0.1,0.76739347 +238.53,228.1012,0.05172178,2010.143,8720000.0,4338.0,545000.0,,136224.0,3.20416e-05,0.1,0.7695111 +241.81,228.4048,0.019891396,2010.1312,8730000.0,4343.0,545625.0,,136384.0,3.17856e-05,0.1,0.7631953 +239.24,228.67761,0.01521234,2010.1196,8740000.0,4348.0,546250.0,,136544.0,3.15296e-05,0.1,0.7528553 +243.47,228.99942,0.016310465,2010.108,8750000.0,4353.0,546875.0,,136704.0,3.12736e-05,0.1,0.81462824 +249.16,229.39693,0.028835837,2010.5577,8760000.0,4357.0,547500.0,,136864.0,3.10176e-05,0.1,0.77333885 +254.3,229.80952,0.011164846,2010.5457,8770000.0,4362.0,548125.0,,137024.0,3.07616e-05,0.1,0.78292656 +255.26,230.17601,0.033986844,2010.5336,8780000.0,4367.0,548750.0,,137184.0,3.05056e-05,0.1,0.68262506 +253.58,230.5346,0.039489463,2010.5215,8790000.0,4372.0,549375.0,,137312.0,3.03008e-05,0.1,0.7904232 +263.15,230.989,0.04447218,2010.9689,8800000.0,4376.0,550000.0,,137472.0,3.00448e-05,0.1,0.7343985 +265.75,231.4758,0.030429652,2010.9564,8810000.0,4381.0,550625.0,,137632.0,2.97888e-05,0.1,0.7207729 +262.23,231.98051,0.022959668,2010.944,8820000.0,4386.0,551250.0,,137792.0,2.95328e-05,0.1,0.8191033 +266.83,232.50142,0.00639615,2010.9314,8830000.0,4391.0,551875.0,,137952.0,2.92768e-05,0.1,0.75750005 +260.3,233.0033,0.03254565,2010.9191,8840000.0,4396.0,552500.0,,138112.0,2.90208e-05,0.1,0.76124656 +258.7,233.49413,0.040927242,2011.3636,8850000.0,4400.0,553125.0,,138272.0,2.87648e-05,0.1,0.7485347 +255.95,233.95428,0.008462202,2011.3507,8860000.0,4405.0,553750.0,,138432.0,2.85088e-05,0.1,0.77231777 +253.73,234.46141,0.011516071,2011.3379,8870000.0,4410.0,554375.0,,138592.0,2.82528e-05,0.1,0.7989525 +253.8,235.0192,0.03727611,2011.7806,8880000.0,4414.0,555000.0,,138720.0,2.8048e-05,0.1,0.7862121 +248.53,235.5403,0.012641115,2011.7673,8890000.0,4419.0,555625.0,,138880.0,2.7792e-05,0.1,0.7863258 +245.37,235.94058,0.012810454,2011.754,8900000.0,4424.0,556250.0,,139040.0,2.7536e-05,0.1,0.7693391 +245.08,236.32849,0.04478571,2011.7408,8910000.0,4429.0,556875.0,,139200.0,2.728e-05,0.1,0.76232815 +247.35,236.75078,0.024972916,2011.7275,8920000.0,4434.0,557500.0,,139360.0,2.7024e-05,0.1,0.7824284 +252.1,237.16797,0.03145836,2011.2612,8930000.0,4440.0,558125.0,,139520.0,2.6768e-05,0.1,0.67133534 +252.73,237.5494,0.026108203,2010.7963,8940000.0,4446.0,558750.0,,139680.0,2.6512e-05,0.1,0.8103491 +251.79,237.89027,0.047795117,2010.784,8950000.0,4451.0,559375.0,,139840.0,2.6256e-05,0.1,0.7281642 +249.8,238.19498,0.019998537,2010.772,8960000.0,4456.0,560000.0,,140000.0,2.6e-05,0.1,0.7159585 +254.59,238.58661,0.023445088,2011.2108,8970000.0,4460.0,560625.0,,140128.0,2.57952e-05,0.1,0.74546605 +251.74,238.9691,0.023911508,2011.1982,8980000.0,4465.0,561250.0,,140288.0,2.55392e-05,0.1,0.68464005 +249.39,239.30072,0.036507305,2011.1857,8990000.0,4470.0,561875.0,,140448.0,2.52832e-05,0.1,0.7199409 +249.41,239.6322,0.038438708,2011.1732,9000000.0,4475.0,562500.0,,140608.0,2.50272e-05,0.1,0.724241 +255.17,239.9553,0.037158016,2011.1608,9010000.0,4480.0,563125.0,,140768.0,2.47712e-05,0.1,0.7588916 +252.33,240.1736,0.043138023,2011.1483,9020000.0,4485.0,563750.0,,140928.0,2.45152e-05,0.1,0.6978433 +252.84,240.43372,0.034373157,2011.1359,9030000.0,4490.0,564375.0,,141088.0,2.42592e-05,0.1,0.76746863 +247.41,240.562,0.035984624,2011.1234,9040000.0,4495.0,565000.0,,141248.0,2.40032e-05,0.1,0.759191 +249.41,240.70131,0.019466408,2011.1111,9050000.0,4500.0,565625.0,,141376.0,2.37984e-05,0.1,0.7348083 +245.04,240.75148,0.020578934,2011.0988,9060000.0,4505.0,566250.0,,141536.0,2.35424e-05,0.1,0.71759516 +248.67,240.79901,0.032801185,2011.0864,9070000.0,4510.0,566875.0,,141696.0,2.32864e-05,0.1,0.78843784 +249.47,240.85141,0.010083277,2011.5198,9080000.0,4514.0,567500.0,,141856.0,2.30304e-05,0.1,0.78361994 +247.53,240.81857,0.017853294,2011.507,9090000.0,4519.0,568125.0,,142016.0,2.27744e-05,0.1,0.616873 +252.12,240.8946,0.03757393,2011.4943,9100000.0,4524.0,568750.0,,142176.0,2.25184e-05,0.1,0.6430384 +250.21,240.9619,0.0494685,2011.4816,9110000.0,4529.0,569375.0,,142336.0,2.22624e-05,0.1,0.7110568 +249.33,241.04619,0.009395393,2011.9126,9120000.0,4533.0,570000.0,,142496.0,2.20064e-05,0.1,0.8116819 +246.33,241.09201,0.042160243,2011.8995,9130000.0,4538.0,570625.0,,142656.0,2.17504e-05,0.1,0.7781795 +247.81,241.16733,0.02585949,2012.3293,9140000.0,4542.0,571250.0,,142784.0,2.15456e-05,0.1,0.6940945 +255.37,241.3182,0.02586636,2012.3158,9150000.0,4547.0,571875.0,,142944.0,2.12896e-05,0.1,0.74064696 +255.43,241.41199,0.017405663,2012.7445,9160000.0,4551.0,572500.0,,143104.0,2.10336e-05,0.1,0.8025908 +257.36,241.5886,0.034114316,2012.7305,9170000.0,4556.0,573125.0,,143264.0,2.07776e-05,0.1,0.7693991 +257.48,241.7374,0.042275436,2012.7166,9180000.0,4561.0,573750.0,,143424.0,2.05216e-05,0.1,0.7342411 +252.25,241.8275,0.0199907,2012.7026,9190000.0,4566.0,574375.0,,143584.0,2.02656e-05,0.1,0.7503446 +254.91,241.9539,0.04470392,2012.6887,9200000.0,4571.0,575000.0,,143744.0,2.00096e-05,0.1,0.7068354 +250.73,242.03563,0.024082586,2012.6748,9210000.0,4576.0,575625.0,,143904.0,1.97536e-05,0.1,0.8296889 +249.37,242.11958,0.030255396,2013.1005,9220000.0,4580.0,576250.0,,144032.0,1.95488e-05,0.1,0.7394604 +252.56,242.2187,0.0495269,2013.0862,9230000.0,4585.0,576875.0,,144192.0,1.92928e-05,0.1,0.5841402 +258.68,242.40097,0.03221778,2013.5106,9240000.0,4589.0,577500.0,,144352.0,1.90368e-05,0.1,0.70242923 +257.33,242.6353,0.012526128,2013.4958,9250000.0,4594.0,578125.0,,144512.0,1.87808e-05,0.1,0.6816144 +260.49,242.89,0.014530917,2013.4812,9260000.0,4599.0,578750.0,,144672.0,1.85248e-05,0.1,0.7329212 +266.63,243.20961,0.037598334,2013.0293,9270000.0,4605.0,579375.0,,144832.0,1.82688e-05,0.1,0.6710402 +262.56,243.48993,0.018499166,2013.4519,9280000.0,4609.0,580000.0,,144992.0,1.80128e-05,0.1,0.66896933 +266.25,243.84862,0.046153426,2013.4374,9290000.0,4614.0,580625.0,,145152.0,1.77568e-05,0.1,0.6467612 +264.38,244.16763,0.04371603,2013.4229,9300000.0,4619.0,581250.0,,145312.0,1.75008e-05,0.1,0.7126676 +270.73,244.56223,0.017590646,2013.8439,9310000.0,4623.0,581875.0,,145440.0,1.7296e-05,0.1,0.7598062 +270.73,244.98264,0.041713476,2013.8289,9320000.0,4628.0,582500.0,,145600.0,1.704e-05,0.1,0.7554174 +270.42,245.31982,0.07019617,2013.814,9330000.0,4633.0,583125.0,,145760.0,1.6784e-05,0.1,0.6759561 +272.18,245.7017,0.007863831,2014.2334,9340000.0,4637.0,583750.0,,145920.0,1.6528e-05,0.1,0.7747468 +272.35,246.10461,0.021269144,2014.218,9350000.0,4642.0,584375.0,,146080.0,1.6272e-05,0.1,0.7725472 +268.23,246.5192,0.049530186,2014.2028,9360000.0,4647.0,585000.0,,146240.0,1.6016e-05,0.1,0.587143 +276.54,247.03769,0.014499862,2014.6205,9370000.0,4651.0,585625.0,,146400.0,1.576e-05,0.1,0.71370345 +278.77,247.58989,0.026393708,2015.0376,9380000.0,4655.0,586250.0,,146560.0,1.5504e-05,0.1,0.72951496 +276.36,248.1452,0.059656188,2015.454,9390000.0,4659.0,586875.0,,146688.0,1.52992e-05,0.1,0.6670095 +284.61,248.81117,0.04314632,2015.8696,9400000.0,4663.0,587500.0,,146848.0,1.50432e-05,0.1,0.6839556 +291.83,249.47649,0.029483097,2016.2845,9410000.0,4667.0,588125.0,,147008.0,1.47872e-05,0.1,0.72162634 +289.51,250.08337,0.026759686,2016.6987,9420000.0,4671.0,588750.0,,147168.0,1.45312e-05,0.1,0.7603099 +286.8,250.6851,0.059462853,2017.1123,9430000.0,4675.0,589375.0,,147328.0,1.42752e-05,0.1,0.7364545 +286.18,251.2625,0.033101317,2017.094,9440000.0,4680.0,590000.0,,147488.0,1.40192e-05,0.1,0.70229495 +286.71,251.84271,0.024410408,2017.5063,9450000.0,4684.0,590625.0,,147648.0,1.37632e-05,0.1,0.6951802 +277.82,252.29652,0.025326181,2017.9181,9460000.0,4688.0,591250.0,,147808.0,1.35072e-05,0.1,0.69360334 +280.13,252.77672,0.017306311,2018.3291,9470000.0,4692.0,591875.0,,147968.0,1.32512e-05,0.1,0.71413505 +280.42,253.2773,0.01958044,2018.7394,9480000.0,4696.0,592500.0,,148096.0,1.30464e-05,0.1,0.779279 +278.14,253.73592,0.054933168,2019.5786,9490000.0,4699.0,593125.0,,148256.0,1.27904e-05,0.1,0.7229296 +281.05,254.26732,0.041333612,2019.9872,9500000.0,4703.0,593750.0,,148416.0,1.25344e-05,0.1,0.75280666 +279.26,254.71121,0.027154058,2020.3951,9510000.0,4707.0,594375.0,,148576.0,1.22784e-05,0.1,0.66833043 +278.58,255.11891,0.07395717,2020.8024,9520000.0,4711.0,595000.0,,148736.0,1.20224e-05,0.1,0.62232363 +280.83,255.50182,0.024162028,2021.2089,9530000.0,4715.0,595625.0,,148896.0,1.17664e-05,0.1,0.66659576 +286.01,255.97359,0.032813556,2021.6147,9540000.0,4719.0,596250.0,,149056.0,1.15104e-05,0.1,0.71572137 +283.83,256.3719,0.022672169,2022.0199,9550000.0,4723.0,596875.0,,149216.0,1.12544e-05,0.1,0.7790786 +279.76,256.71,0.05441917,2022.8523,9560000.0,4726.0,597500.0,,149344.0,1.10496e-05,0.1,0.72931373 +280.16,257.06638,0.0146583645,2023.2559,9570000.0,4730.0,598125.0,,149504.0,1.07936e-05,0.1,0.7664683 +282.61,257.5047,0.051396392,2023.6587,9580000.0,4734.0,598750.0,,149664.0,1.05376e-05,0.1,0.73840904 +274.95,257.9268,0.013441576,2024.0608,9590000.0,4738.0,599375.0,,149824.0,1.02816e-05,0.1,0.69622624 +273.79,258.3538,0.04062598,2024.4623,9600000.0,4742.0,600000.0,,149984.0,1.00256e-05,0.1,0.71727425 +277.81,258.84497,0.030650226,2024.863,9610000.0,4746.0,600625.0,,150144.0,9.7696e-06,0.1,0.67576003 +279.79,259.39017,0.029159855,2025.2632,9620000.0,4750.0,601250.0,,150304.0,9.5136e-06,0.1,0.6978458 +279.65,259.9716,0.05589058,2025.6626,9630000.0,4754.0,601875.0,,150464.0,9.2576e-06,0.1,0.66347265 +278.42,260.50208,0.06821818,2026.0614,9640000.0,4758.0,602500.0,,150624.0,9.0016e-06,0.1,0.63965595 +290.0,261.1396,0.02600992,2026.8851,9650000.0,4761.0,603125.0,,150752.0,8.7968e-06,0.1,0.7317896 +290.2,261.74847,0.025375172,2027.2822,9660000.0,4765.0,603750.0,,150912.0,8.5408e-06,0.1,0.64273036 +285.69,262.28818,0.02751366,2027.6787,9670000.0,4769.0,604375.0,,151072.0,8.2848e-06,0.1,0.6696879 +287.73,262.8354,0.03826033,2028.4996,9680000.0,4772.0,605000.0,,151232.0,8.0288e-06,0.1,0.73431015 +287.62,263.37177,0.058942195,2028.8945,9690000.0,4776.0,605625.0,,151392.0,7.7728e-06,0.1,0.7434764 +287.35,263.8899,0.039147384,2029.2887,9700000.0,4780.0,606250.0,,151552.0,7.5168e-06,0.1,0.6713456 +290.43,264.43097,0.050889693,2030.1066,9710000.0,4783.0,606875.0,,151712.0,7.2608e-06,0.1,0.6864717 +293.15,264.97717,0.057545315,2030.4993,9720000.0,4787.0,607500.0,,151872.0,7.0048e-06,0.1,0.6746207 +287.46,265.43372,0.033857733,2030.8912,9730000.0,4791.0,608125.0,,152000.0,6.8e-06,0.1,0.5827837 +293.68,265.97812,0.024196116,2031.7063,9740000.0,4794.0,608750.0,,152160.0,6.544e-06,0.1,0.78311026 +293.15,266.4749,0.012764893,2031.6732,9750000.0,4799.0,609375.0,,152320.0,6.288e-06,0.1,0.76025367 +288.15,266.8648,0.02113524,2032.0634,9760000.0,4803.0,610000.0,,152480.0,6.032e-06,0.1,0.71470106 +282.23,267.1441,0.011815259,2032.4526,9770000.0,4807.0,610625.0,,152640.0,5.776e-06,0.1,0.6307087 +290.24,267.4939,0.040425424,2032.8414,9780000.0,4811.0,611250.0,,152800.0,5.52e-06,0.1,0.5795817 +291.5,267.87314,0.02320239,2033.6519,9790000.0,4814.0,611875.0,,152960.0,5.264e-06,0.1,0.6635004 +293.43,268.1759,0.04007527,2034.0391,9800000.0,4818.0,612500.0,,153120.0,5.008e-06,0.1,0.6905156 +292.12,268.43958,0.020769697,2034.4255,9810000.0,4822.0,613125.0,,153280.0,4.752e-06,0.1,0.70825636 +294.1,268.75827,0.0531712,2035.2332,9820000.0,4825.0,613750.0,,153408.0,4.5472e-06,0.1,0.71055436 +297.88,269.0688,0.086704925,2035.6182,9830000.0,4829.0,614375.0,,153568.0,4.2912e-06,0.1,0.60942936 +294.11,269.4069,0.048381735,2036.4238,9840000.0,4832.0,615000.0,,153728.0,4.0352e-06,0.1,0.6985276 +293.8,269.7579,0.024190605,2036.8073,9850000.0,4836.0,615625.0,,153888.0,3.7792e-06,0.1,0.7318844 +290.58,270.10422,0.0381698,2037.1901,9860000.0,4840.0,616250.0,,154048.0,3.5232e-06,0.1,0.7209003 +288.82,270.4551,0.042792484,2037.5723,9870000.0,4844.0,616875.0,,154208.0,3.2672e-06,0.1,0.65622723 +287.26,270.7897,0.021597847,2038.3743,9880000.0,4847.0,617500.0,,154368.0,3.0112e-06,0.1,0.6964462 +290.57,271.21008,0.052727282,2038.7549,9890000.0,4851.0,618125.0,,154528.0,2.7552e-06,0.1,0.7213635 +292.79,271.68427,0.055564526,2039.555,9900000.0,4854.0,618750.0,,154656.0,2.5504e-06,0.1,0.64058685 +291.12,272.14468,0.040755972,2039.9341,9910000.0,4858.0,619375.0,,154816.0,2.2944e-06,0.1,0.6818241 +293.47,272.6059,0.0110657895,2040.3126,9920000.0,4862.0,620000.0,,154976.0,2.0384e-06,0.1,0.718297 +286.84,272.95328,0.048527017,2040.6906,9930000.0,4866.0,620625.0,,155136.0,1.7824e-06,0.1,0.6501104 +287.52,273.30118,0.030395249,2041.0677,9940000.0,4870.0,621250.0,,155296.0,1.5264e-06,0.1,0.6225324 +297.8,273.76132,0.045375425,2041.4445,9950000.0,4874.0,621875.0,,155456.0,1.2704e-06,0.1,0.69300395 +300.76,274.2709,0.05048522,2041.8204,9960000.0,4878.0,622500.0,,155616.0,1.0144e-06,0.1,0.66491663 +305.97,274.7847,0.07353324,2042.1958,9970000.0,4882.0,623125.0,,155776.0,7.584e-07,0.1,0.6728338 +305.75,275.3248,0.03506765,2042.5706,9980000.0,4886.0,623750.0,,155936.0,5.024e-07,0.1,0.73451436 +305.49,275.8858,0.01919042,2042.9448,9990000.0,4890.0,624375.0,,156064.0,2.976e-07,0.1,0.6823126 +302.87,276.4204,0.061685223,2043.736,10000000.0,4893.0,625000.0,,156224.0,4.16e-08,0.1,0.59688073 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_df_train.csv b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..f91eec88ffe1d6d2bab4b66c2d90158739fc17e2 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_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 +1.2045455,1.2045455,-0.0076465206,400.0,10000.0,25.0,625.0,,128.0,0.0002497952,0.1,1.3428351 +1.46875,1.3366477,-0.010080403,625.0,20000.0,32.0,1250.0,,288.0,0.0002495392,0.1,1.3125098 +1.77,1.4810985,-0.014312936,810.8108,30000.0,37.0,1875.0,,448.0,0.0002492832,0.1,1.3157798 +2.01,1.6133239,-0.013450145,930.23254,40000.0,43.0,2500.0,,608.0,0.0002490272,0.1,1.2943263 +2.14,1.7186592,-0.015319083,1020.40814,50000.0,49.0,3125.0,,768.0,0.0002487712,0.1,1.2925062 +2.32,1.8188826,-0.014943634,1090.909,60000.0,55.0,3750.0,,928.0,0.0002485152,0.1,1.2543004 +2.28,1.8847564,-0.0149604,1147.541,70000.0,61.0,4375.0,,1088.0,0.0002482592,0.1,1.2667065 +2.23,1.927912,-0.015885405,1194.0299,80000.0,67.0,5000.0,,1248.0,0.0002480032,0.1,1.210922 +2.15,1.9525884,-0.015435188,1267.6056,90000.0,71.0,5625.0,,1376.0,0.0002477984,0.1,1.2115402 +2.32,1.9893296,-0.01509328,1298.7013,100000.0,77.0,6250.0,,1536.0,0.0002475424,0.1,1.2116892 +2.39,2.025754,-0.013079352,1341.4634,110000.0,82.0,6875.0,,1696.0,0.0002472864,0.1,1.2114953 +2.29,2.0477746,-0.013676685,1363.6364,120000.0,88.0,7500.0,,1856.0,0.0002470304,0.1,1.2029402 +2.21,2.0602534,-0.016096082,1382.9788,130000.0,94.0,8125.0,,2016.0,0.0002467744,0.1,1.1634991 +2.2,2.0702355,-0.013832716,1400.0,140000.0,100.0,8750.0,,2176.0,0.0002465184,0.1,1.1393902 +2.1,2.0722196,-0.0143036675,1428.5714,150000.0,105.0,9375.0,,2336.0,0.0002462624,0.1,1.189558 +2.1,2.073956,-0.016853401,1441.4414,160000.0,111.0,10000.0,,2496.0,0.0002460064,0.1,1.1289179 +2.21,2.0819585,-0.015035233,1465.5172,170000.0,116.0,10625.0,,2656.0,0.0002457504,0.1,1.1698616 +2.18,2.0874052,-0.014820989,1487.6033,180000.0,121.0,11250.0,,2784.0,0.0002455456,0.1,1.1021461 +2.29,2.0980682,-0.012460034,1496.063,190000.0,127.0,11875.0,,2944.0,0.0002452896,0.1,1.1328877 +2.37,2.1116648,-0.016867291,1503.7594,200000.0,133.0,12500.0,,3104.0,0.0002450336,0.1,1.14862 +2.26,2.1187282,-0.01559738,1521.7391,210000.0,138.0,13125.0,,3264.0,0.0002447776,0.1,1.1194413 +2.04,2.1151497,-0.017409913,1527.7778,220000.0,144.0,13750.0,,3424.0,0.0002445216,0.1,1.096062 +2.13,2.1157954,-0.017573666,1543.6241,230000.0,149.0,14375.0,,3584.0,0.0002442656,0.1,1.054282 +2.25,2.1213872,-0.015630158,1548.3871,240000.0,155.0,15000.0,,3744.0,0.0002440096,0.1,1.0341916 +2.26,2.1269317,-0.0162231,1562.5,250000.0,160.0,15625.0,,3904.0,0.0002437536,0.1,1.0716863 +2.32,2.1343575,-0.01238741,1566.265,260000.0,166.0,16250.0,,4032.0,0.0002435488,0.1,1.0351441 +2.53,2.149011,-0.015880615,1569.7675,270000.0,172.0,16875.0,,4192.0,0.0002432928,0.1,1.0380616 +2.81,2.1726177,-0.017110553,1573.0337,280000.0,178.0,17500.0,,4352.0,0.0002430368,0.1,1.0111082 +3.23,2.209079,-0.01254625,1584.6995,290000.0,183.0,18125.0,,4512.0,0.0002427808,0.1,0.9825166 +3.49,2.2517765,-0.011789471,1578.9474,300000.0,190.0,18750.0,,4672.0,0.0002425248,0.1,0.8751983 +3.92,2.30559,-0.012399516,1581.6327,310000.0,196.0,19375.0,,4832.0,0.0002422688,0.1,0.9621086 +4.44,2.3722906,-0.007308609,1592.0398,320000.0,201.0,20000.0,,4992.0,0.0002420128,0.1,0.79955226 +4.75,2.4443424,-0.013386352,1594.2029,330000.0,207.0,20625.0,,5152.0,0.0002417568,0.1,0.88865906 +5.21,2.5256853,-0.0074127424,1596.2441,340000.0,213.0,21250.0,,5312.0,0.0002415008,0.1,0.7896675 +5.49,2.61038,-0.012121031,1605.5046,350000.0,218.0,21875.0,,5440.0,0.000241296,0.1,0.87624186 +5.9,2.7017584,-0.008256752,1614.3497,360000.0,223.0,22500.0,,5600.0,0.00024104,0.1,0.78707635 +6.42,2.8022513,-0.010378912,1622.807,370000.0,228.0,23125.0,,5760.0,0.000240784,0.1,0.7961583 +6.63,2.9029815,-0.011352211,1630.9012,380000.0,233.0,23750.0,,5920.0,0.000240528,0.1,0.79808015 +6.93,3.0062382,-0.009263518,1631.7992,390000.0,239.0,24375.0,,6080.0,0.000240272,0.1,0.7665858 +7.16,3.1100824,-0.00899547,1639.3442,400000.0,244.0,25000.0,,6240.0,0.000240016,0.1,0.7663481 +7.35,3.213495,-0.011047869,1640.0,410000.0,250.0,25625.0,,6400.0,0.00023976,0.1,0.73582673 +7.98,3.3269832,-0.010133205,1647.0588,420000.0,255.0,26250.0,,6560.0,0.000239504,0.1,0.8153018 +8.33,3.4433324,-0.0116170775,1653.8462,430000.0,260.0,26875.0,,6688.0,0.0002392992,0.1,0.8139604 +8.74,3.5637114,-0.012200105,1660.3773,440000.0,265.0,27500.0,,6848.0,0.0002390432,0.1,0.83308446 +8.88,3.6818511,-0.007895137,1660.5166,450000.0,271.0,28125.0,,7008.0,0.0002387872,0.1,0.86831415 +8.94,3.7961588,-0.014034543,1666.6666,460000.0,276.0,28750.0,,7168.0,0.0002385312,0.1,0.8676201 +8.84,3.9034746,-0.014246463,1672.5979,470000.0,281.0,29375.0,,7328.0,0.0002382752,0.1,0.7808027 +9.2,4.0138187,-0.008812131,1672.4739,480000.0,287.0,30000.0,,7488.0,0.0002380192,0.1,0.66059154 +9.35,4.1227207,-0.010568033,1672.355,490000.0,293.0,30625.0,,7648.0,0.0002377632,0.1,0.7140564 +9.97,4.239666,-0.008001922,1672.2408,500000.0,299.0,31250.0,,7808.0,0.0002375072,0.1,0.7868093 +10.41,4.360653,-0.01196754,1672.1311,510000.0,305.0,31875.0,,7968.0,0.0002372512,0.1,0.8044654 +11.21,4.4923716,-0.009159429,1682.8479,520000.0,309.0,32500.0,,8096.0,0.0002370464,0.1,0.78857225 +11.49,4.6244025,-0.0070511242,1682.5397,530000.0,315.0,33125.0,,8256.0,0.0002367904,0.1,0.76665026 +11.51,4.7519135,-0.0076738275,1687.5,540000.0,320.0,33750.0,,8416.0,0.0002365344,0.1,0.7855973 +11.74,4.8789697,-0.009982379,1687.1166,550000.0,326.0,34375.0,,8576.0,0.0002362784,0.1,0.80002755 +11.88,5.003987,-0.01523475,1691.8429,560000.0,331.0,35000.0,,8736.0,0.0002360224,0.1,0.82960355 +11.66,5.120759,-0.012953445,1691.3947,570000.0,337.0,35625.0,,8896.0,0.0002357664,0.1,0.7750846 +11.81,5.2360907,-0.012189978,1690.9622,580000.0,343.0,36250.0,,9056.0,0.0002355104,0.1,0.831781 +11.98,5.3503947,-0.007852357,1695.4023,590000.0,348.0,36875.0,,9216.0,0.0002352544,0.1,0.78074694 +12.04,5.4618883,-0.01346362,1694.9153,600000.0,354.0,37500.0,,9344.0,0.0002350496,0.1,0.7740818 +12.29,5.5738244,-0.012558708,1699.1643,610000.0,359.0,38125.0,,9504.0,0.0002347936,0.1,0.79569167 +12.54,5.6861825,-0.012441095,1698.6301,620000.0,365.0,38750.0,,9664.0,0.0002345376,0.1,0.7824468 +12.45,5.793545,-0.009869307,1698.1132,630000.0,371.0,39375.0,,9824.0,0.0002342816,0.1,0.7685715 +12.57,5.8994265,-0.013627656,1702.1277,640000.0,376.0,40000.0,,9984.0,0.0002340256,0.1,0.77640176 +12.48,6.000666,-0.013234695,1701.5707,650000.0,382.0,40625.0,,10144.0,0.0002337696,0.1,0.7696763 +12.88,6.1048985,-0.01282599,1701.0309,660000.0,388.0,41250.0,,10304.0,0.0002335136,0.1,0.7396799 +12.61,6.2019897,-0.011605352,1700.5076,670000.0,394.0,41875.0,,10464.0,0.0002332576,0.1,0.76450807 +12.99,6.301813,-0.010966919,1700.0,680000.0,400.0,42500.0,,10624.0,0.0002330016,0.1,0.731254 +13.08,6.4000473,-0.01114216,1703.7037,690000.0,405.0,43125.0,,10752.0,0.0002327968,0.1,0.7399595 +13.29,6.4984756,-0.012259787,1703.163,700000.0,411.0,43750.0,,10912.0,0.0002325408,0.1,0.7839762 +13.38,6.5953984,-0.010914613,1702.638,710000.0,417.0,44375.0,,11072.0,0.0002322848,0.1,0.7510922 +13.45,6.690602,-0.013189058,1702.1277,720000.0,423.0,45000.0,,11232.0,0.0002320288,0.1,0.78971624 +13.54,6.784429,-0.010547134,1701.6317,730000.0,429.0,45625.0,,11392.0,0.0002317728,0.1,0.7470279 +13.86,6.880045,-0.009318047,1705.0691,740000.0,434.0,46250.0,,11552.0,0.0002315168,0.1,0.7028899 +13.57,6.969244,-0.0077454234,1700.6803,750000.0,441.0,46875.0,,11712.0,0.0002312608,0.1,0.71307886 +13.47,7.05478,-0.0129391225,1700.2238,760000.0,447.0,47500.0,,11872.0,0.0002310048,0.1,0.6996902 +14.31,7.1490035,-0.012267318,1699.7793,770000.0,453.0,48125.0,,12000.0,0.0002308,0.1,0.68267894 +14.28,7.240427,-0.008988492,1699.3464,780000.0,459.0,48750.0,,12160.0,0.000230544,0.1,0.69823915 +14.5,7.33232,-0.008768243,1698.9247,790000.0,465.0,49375.0,,12320.0,0.000230288,0.1,0.70738995 +14.53,7.4222918,-0.0070787645,1702.1277,800000.0,470.0,50000.0,,12480.0,0.000230032,0.1,0.69533086 +14.83,7.513745,-0.01258026,1701.6807,810000.0,476.0,50625.0,,12640.0,0.000229776,0.1,0.721122 +15.04,7.6055284,-0.010164732,1701.2449,820000.0,482.0,51250.0,,12800.0,0.00022952,0.1,0.7303479 +14.56,7.689317,-0.0077830735,1700.8197,830000.0,488.0,51875.0,,12960.0,0.000229264,0.1,0.7245296 +14.93,7.7755156,-0.009322742,1696.9697,840000.0,495.0,52500.0,,13120.0,0.000229008,0.1,0.7609483 +15.34,7.86451,-0.009329324,1696.6068,850000.0,501.0,53125.0,,13280.0,0.000228752,0.1,0.76873815 +15.18,7.9495735,-0.013744277,1696.2524,860000.0,507.0,53750.0,,13408.0,0.0002285472,0.1,0.80097514 +15.88,8.040728,-0.01371356,1695.9064,870000.0,513.0,54375.0,,13568.0,0.0002282912,0.1,0.7646305 +16.07,8.131969,-0.011486714,1698.8417,880000.0,518.0,55000.0,,13728.0,0.0002280352,0.1,0.7416643 +16.31,8.223857,-0.010965092,1695.238,890000.0,525.0,55625.0,,13888.0,0.0002277792,0.1,0.773247 +16.65,8.317481,-0.014096117,1694.9153,900000.0,531.0,56250.0,,14048.0,0.0002275232,0.1,0.76367444 +15.98,8.401685,-0.009316567,1697.7612,910000.0,536.0,56875.0,,14208.0,0.0002272672,0.1,0.78743905 +15.83,8.482428,-0.013154576,1697.417,920000.0,542.0,57500.0,,14368.0,0.0002270112,0.1,0.7723263 +15.5,8.557885,-0.015060772,1697.0803,930000.0,548.0,58125.0,,14528.0,0.0002267552,0.1,0.78480697 +15.61,8.632907,-0.012770218,1696.7509,940000.0,554.0,58750.0,,14656.0,0.0002265504,0.1,0.79372156 +15.95,8.709929,-0.014072722,1699.4634,950000.0,559.0,59375.0,,14816.0,0.0002262944,0.1,0.73778903 +15.4,8.779617,-0.013935958,1699.115,960000.0,565.0,60000.0,,14976.0,0.0002260384,0.1,0.77235687 +16.19,8.856013,-0.009063602,1701.7544,970000.0,570.0,60625.0,,15136.0,0.0002257824,0.1,0.7080923 +16.23,8.931257,-0.009913912,1701.3889,980000.0,576.0,61250.0,,15296.0,0.0002255264,0.1,0.6922347 +16.35,9.006194,-0.013491054,1703.9587,990000.0,581.0,61875.0,,15456.0,0.0002252704,0.1,0.71343684 +16.19,9.0780325,-0.009654939,1703.5775,1000000.0,587.0,62500.0,,15616.0,0.0002250144,0.1,0.6966263 +16.14,9.227387,-0.010867922,1706.081,1010000.0,592.0,63125.0,,15776.0,0.0002247584,0.1,0.67049956 +17.2,9.3847,-0.012670525,1705.6857,1020000.0,598.0,63750.0,,15936.0,0.0002245024,0.1,0.73695827 +17.33,9.5403,-0.008903895,1708.126,1030000.0,603.0,64375.0,,16064.0,0.0002242976,0.1,0.69595474 +17.5,9.6952,-0.0055359574,1710.5264,1040000.0,608.0,65000.0,,16224.0,0.0002240416,0.1,0.6454062 +17.73,9.8511,-0.009530655,1710.0978,1050000.0,614.0,65625.0,,16384.0,0.0002237856,0.1,0.7308507 +18.25,10.0104,-0.009404716,1709.6774,1060000.0,620.0,66250.0,,16544.0,0.0002235296,0.1,0.6392247 +18.97,10.1772995,-0.01137732,1709.2651,1070000.0,626.0,66875.0,,16704.0,0.0002232736,0.1,0.6734264 +19.09,10.3459,-0.010262184,1711.569,1080000.0,631.0,67500.0,,16864.0,0.0002230176,0.1,0.6959815 +19.27,10.517099,-0.008814771,1708.464,1090000.0,638.0,68125.0,,17024.0,0.0002227616,0.1,0.72719675 +19.28,10.686701,-0.012855359,1708.0746,1100000.0,644.0,68750.0,,17184.0,0.0002225056,0.1,0.6956342 +19.23,10.8551,-0.008525206,1710.3236,1110000.0,649.0,69375.0,,17312.0,0.0002223008,0.1,0.7234616 +19.14,11.023602,-0.0100172665,1709.9237,1120000.0,655.0,70000.0,,17472.0,0.0002220448,0.1,0.7291252 +18.91,11.1906,-0.006940565,1709.531,1130000.0,661.0,70625.0,,17632.0,0.0002217888,0.1,0.72289604 +19.1,11.359601,-0.008355098,1709.1454,1140000.0,667.0,71250.0,,17792.0,0.0002215328,0.1,0.6795784 +18.45,11.523101,-0.0075551635,1711.3096,1150000.0,672.0,71875.0,,17952.0,0.0002212768,0.1,0.70238686 +18.54,11.6875,-0.011565086,1710.9144,1160000.0,678.0,72500.0,,18112.0,0.0002210208,0.1,0.7053689 +18.85,11.8539,-0.010622563,1713.0308,1170000.0,683.0,73125.0,,18272.0,0.0002207648,0.1,0.7184953 +19.03,12.022401,-0.012777833,1712.627,1180000.0,689.0,73750.0,,18432.0,0.0002205088,0.1,0.650249 +19.5,12.194501,-0.0120688975,1714.6974,1190000.0,694.0,74375.0,,18592.0,0.0002202528,0.1,0.6650617 +19.19,12.362699,-0.008566085,1716.7382,1200000.0,699.0,75000.0,,18720.0,0.000220048,0.1,0.6894283 +19.32,12.533299,-0.013188973,1716.312,1210000.0,705.0,75625.0,,18880.0,0.000219792,0.1,0.70483375 +19.74,12.7102995,-0.011629044,1715.8931,1220000.0,711.0,76250.0,,19040.0,0.000219536,0.1,0.63958544 +20.03,12.889299,-0.007150324,1713.0919,1230000.0,718.0,76875.0,,19200.0,0.00021928,0.1,0.64882356 +20.88,13.0756,-0.010889489,1712.7072,1240000.0,724.0,77500.0,,19360.0,0.000219024,0.1,0.6702708 +21.03,13.263301,-0.009427638,1714.6776,1250000.0,729.0,78125.0,,19520.0,0.000218768,0.1,0.67634416 +21.32,13.4533,-0.011439278,1714.2858,1260000.0,735.0,78750.0,,19680.0,0.000218512,0.1,0.66132915 +22.09,13.6489,-0.008361186,1716.2162,1270000.0,740.0,79375.0,,19840.0,0.000218256,0.1,0.6555443 +22.47,13.845498,-0.008103138,1715.8177,1280000.0,746.0,80000.0,,20000.0,0.000218,0.1,0.6310227 +23.15,14.044699,-0.009106489,1715.4255,1290000.0,752.0,80625.0,,20128.0,0.0002177952,0.1,0.6602409 +23.65,14.2463,-0.008847961,1715.0396,1300000.0,758.0,81250.0,,20288.0,0.0002175392,0.1,0.60150695 +23.68,14.443901,-0.00852222,1714.6597,1310000.0,764.0,81875.0,,20448.0,0.0002172832,0.1,0.6261952 +24.0,14.639501,-0.008325758,1716.515,1320000.0,769.0,82500.0,,20608.0,0.0002170272,0.1,0.6144739 +24.09,14.8329,-0.0053229565,1716.129,1330000.0,775.0,83125.0,,20768.0,0.0002167712,0.1,0.6156943 +23.94,15.020199,-0.0075700805,1713.5549,1340000.0,782.0,83750.0,,20928.0,0.0002165152,0.1,0.67430246 +24.03,15.2056,-0.006357689,1713.198,1350000.0,788.0,84375.0,,21088.0,0.0002162592,0.1,0.6209091 +24.39,15.3905,-0.008794265,1712.8463,1360000.0,794.0,85000.0,,21248.0,0.0002160032,0.1,0.66272366 +23.65,15.5628,-0.0068282164,1714.6433,1370000.0,799.0,85625.0,,21376.0,0.0002157984,0.1,0.64244246 +24.21,15.738601,-0.007696118,1714.2858,1380000.0,805.0,86250.0,,21536.0,0.0002155424,0.1,0.6065843 +23.45,15.903799,-0.011894294,1713.9335,1390000.0,811.0,86875.0,,21696.0,0.0002152864,0.1,0.66327024 +23.56,16.0678,-0.005218248,1713.5863,1400000.0,817.0,87500.0,,21856.0,0.0002150304,0.1,0.6163141 +23.79,16.2322,-0.008694084,1715.3285,1410000.0,822.0,88125.0,,22016.0,0.0002147744,0.1,0.6480155 +23.9,16.3914,-0.007004109,1714.9758,1420000.0,828.0,88750.0,,22176.0,0.0002145184,0.1,0.6528499 +25.23,16.5604,0.028056834,1716.6866,1430000.0,833.0,89375.0,,22336.0,0.0002142624,0.1,0.65230274 +28.5,16.758001,-0.009777987,1718.3771,1440000.0,838.0,90000.0,,22496.0,0.0002140064,0.1,0.6185007 +28.95,16.958698,-0.01004695,1718.0095,1450000.0,844.0,90625.0,,22656.0,0.0002137504,0.1,0.6540855 +29.11,17.160398,-0.005274341,1719.6702,1460000.0,849.0,91250.0,,22784.0,0.0002135456,0.1,0.60901463 +29.21,17.364098,-0.007758874,1721.3115,1470000.0,854.0,91875.0,,22944.0,0.0002132896,0.1,0.6513392 +29.04,17.562498,-0.0045959284,1720.9302,1480000.0,860.0,92500.0,,23104.0,0.0002130336,0.1,0.6539924 +28.91,17.758099,-0.005351867,1720.5543,1490000.0,866.0,93125.0,,23264.0,0.0002127776,0.1,0.59191644 +28.99,17.9483,-0.0051274435,1722.1584,1500000.0,871.0,93750.0,,23424.0,0.0002125216,0.1,0.5888423 +28.71,18.1313,-0.005297725,1721.7788,1510000.0,877.0,94375.0,,23584.0,0.0002122656,0.1,0.5345448 +26.08,18.279997,-0.0063668243,1723.356,1520000.0,882.0,95000.0,,23744.0,0.0002120096,0.1,0.62722397 +25.89,18.424,-0.0077088475,1722.973,1530000.0,888.0,95625.0,,23904.0,0.0002117536,0.1,0.67975265 +26.18,18.5707,-0.0027087582,1722.5951,1540000.0,894.0,96250.0,,24032.0,0.0002115488,0.1,0.63837415 +26.45,18.717798,-0.0060507227,1722.2222,1550000.0,900.0,96875.0,,24192.0,0.0002112928,0.1,0.6403166 +26.77,18.866701,-0.010652039,1723.757,1560000.0,905.0,97500.0,,24352.0,0.0002110368,0.1,0.6456853 +26.27,19.012802,-0.0041052215,1725.2748,1570000.0,910.0,98125.0,,24512.0,0.0002107808,0.1,0.63699937 +26.43,19.159,-0.0073801978,1726.776,1580000.0,915.0,98750.0,,24672.0,0.0002105248,0.1,0.6031482 +26.13,19.3005,-0.009618467,1728.2609,1590000.0,920.0,99375.0,,24832.0,0.0002102688,0.1,0.6247246 +25.21,19.4322,-0.009714333,1729.7297,1600000.0,925.0,100000.0,,24992.0,0.0002100128,0.1,0.64543295 +24.45,19.5538,-0.008256378,1733.0463,1610000.0,929.0,100625.0,,25152.0,0.0002097568,0.1,0.6077224 +24.6,19.6744,-0.0052967616,1734.4753,1620000.0,934.0,101250.0,,25312.0,0.0002095008,0.1,0.63987476 +24.87,19.7986,-0.0073229885,1737.7399,1630000.0,938.0,101875.0,,25440.0,0.000209296,0.1,0.6329813 +25.02,19.9231,-0.008448971,1739.1305,1640000.0,943.0,102500.0,,25600.0,0.00020904,0.1,0.6620838 +25.94,20.057701,-0.0066305394,1740.5063,1650000.0,948.0,103125.0,,25760.0,0.000208784,0.1,0.6288376 +26.72,20.196098,-0.0065282923,1741.8678,1660000.0,953.0,103750.0,,25920.0,0.000208528,0.1,0.64968055 +26.88,20.3388,-0.009496034,1743.2151,1670000.0,958.0,104375.0,,26080.0,0.000208272,0.1,0.71240807 +27.89,20.4878,-0.0065695355,1744.5483,1680000.0,963.0,105000.0,,26240.0,0.000208016,0.1,0.6481753 +29.28,20.6498,-0.0049062413,1745.8678,1690000.0,968.0,105625.0,,26400.0,0.00020776,0.1,0.6597508 +30.05,20.8174,-0.008045032,1748.9712,1700000.0,972.0,106250.0,,26560.0,0.000207504,0.1,0.6483283 +30.83,20.9919,-0.0059188963,1750.2559,1710000.0,977.0,106875.0,,26688.0,0.0002072992,0.1,0.62094796 +31.23,21.169703,-0.008623739,1751.5275,1720000.0,982.0,107500.0,,26848.0,0.0002070432,0.1,0.6676308 +31.85,21.352802,-0.00845957,1752.7863,1730000.0,987.0,108125.0,,27008.0,0.0002067872,0.1,0.68011737 +32.46,21.538801,-0.0076229083,1754.0322,1740000.0,992.0,108750.0,,27168.0,0.0002065312,0.1,0.5911319 +33.22,21.7353,-0.008322583,1757.0281,1750000.0,996.0,109375.0,,27328.0,0.0002062752,0.1,0.6589881 +33.09,21.931501,-0.0052802777,1758.2417,1760000.0,1001.0,110000.0,,27488.0,0.0002060192,0.1,0.5920961 +33.76,22.126001,-0.0044148224,1757.6962,1770000.0,1007.0,110625.0,,27648.0,0.0002057632,0.1,0.5724822 +33.96,22.3228,-0.006924628,1760.633,1780000.0,1011.0,111250.0,,27808.0,0.0002055072,0.1,0.64514655 +34.26,22.520403,-0.0054871524,1761.811,1790000.0,1016.0,111875.0,,27968.0,0.0002052512,0.1,0.6060347 +34.16,22.7167,-0.008887896,1764.7059,1800000.0,1020.0,112500.0,,28096.0,0.0002050464,0.1,0.58073926 +34.99,22.918299,-0.0050112857,1765.8536,1810000.0,1025.0,113125.0,,28256.0,0.0002047904,0.1,0.5995803 +37.12,23.1391,-0.0053820023,1766.9902,1820000.0,1030.0,113750.0,,28416.0,0.0002045344,0.1,0.5417632 +37.34,23.366901,-0.000979023,1769.8259,1830000.0,1034.0,114375.0,,28576.0,0.0002042784,0.1,0.5613078 +36.78,23.585403,-0.0013135436,1770.9336,1840000.0,1039.0,115000.0,,28736.0,0.0002040224,0.1,0.5701469 +36.51,23.797102,-0.005025982,1772.0306,1850000.0,1044.0,115625.0,,28896.0,0.0002037664,0.1,0.6428633 +37.73,24.0226,-0.0058022276,1773.1173,1860000.0,1049.0,116250.0,,29056.0,0.0002035104,0.1,0.5669217 +38.15,24.2453,-0.00804355,1775.8784,1870000.0,1053.0,116875.0,,29216.0,0.0002032544,0.1,0.6408353 +39.52,24.479797,-0.00076278555,1776.9376,1880000.0,1058.0,117500.0,,29344.0,0.0002030496,0.1,0.5268187 +39.68,24.7135,-0.0067210663,1779.661,1890000.0,1062.0,118125.0,,29504.0,0.0002027936,0.1,0.5584241 +41.72,24.9642,-0.0021566649,1780.6935,1900000.0,1067.0,118750.0,,29664.0,0.0002025376,0.1,0.5768944 +42.92,25.233599,-0.004629601,1783.38,1910000.0,1071.0,119375.0,,29824.0,0.0002022816,0.1,0.65048856 +43.06,25.505898,-0.0014571904,1784.3866,1920000.0,1076.0,120000.0,,29984.0,0.0002020256,0.1,0.58132756 +42.42,25.7751,-0.0019776027,1785.3839,1930000.0,1081.0,120625.0,,30144.0,0.0002017696,0.1,0.6399908 +43.75,26.0565,-0.0067516197,1784.7286,1940000.0,1087.0,121250.0,,30304.0,0.0002015136,0.1,0.5532011 +45.04,26.3474,-0.00095760974,1787.3511,1950000.0,1091.0,121875.0,,30464.0,0.0002012576,0.1,0.60830593 +45.21,26.645498,-0.0018792753,1788.3212,1960000.0,1096.0,122500.0,,30624.0,0.0002010016,0.1,0.60930777 +45.7,26.940598,-0.0060834354,1790.909,1970000.0,1100.0,123125.0,,30752.0,0.0002007968,0.1,0.57009614 +45.86,27.2369,0.002275632,1791.8552,1980000.0,1105.0,123750.0,,30912.0,0.0002005408,0.1,0.5975552 +44.51,27.5185,-0.0048672413,1792.7928,1990000.0,1110.0,124375.0,,31072.0,0.0002002848,0.1,0.59758824 +44.33,27.7999,-0.0077833533,1793.7219,2000000.0,1115.0,125000.0,,31232.0,0.0002000288,0.1,0.60339177 +43.89,28.077402,-0.0054833833,1796.2467,2010000.0,1119.0,125625.0,,31392.0,0.0001997728,0.1,0.5527619 +43.55,28.3409,-0.0027545874,1797.1531,2020000.0,1124.0,126250.0,,31552.0,0.0001995168,0.1,0.630094 +43.53,28.602903,-0.0059668687,1798.0514,2030000.0,1129.0,126875.0,,31712.0,0.0001992608,0.1,0.580332 +44.04,28.868301,-0.003278281,1798.9418,2040000.0,1134.0,127500.0,,31872.0,0.0001990048,0.1,0.58261025 +44.44,29.135403,-0.0046981554,1801.406,2050000.0,1138.0,128125.0,,32000.0,0.0001988,0.1,0.59120095 +43.78,29.390701,0.00090206764,1802.2747,2060000.0,1143.0,128750.0,,32160.0,0.000198544,0.1,0.5880823 +43.34,29.634401,-0.0028927233,1804.7079,2070000.0,1147.0,129375.0,,32320.0,0.000198288,0.1,0.6359292 +44.56,29.889101,-0.003863628,1805.5555,2080000.0,1152.0,130000.0,,32480.0,0.000198032,0.1,0.58376443 +44.02,30.136604,-0.0012417352,1806.3959,2090000.0,1157.0,130625.0,,32640.0,0.000197776,0.1,0.61122453 +45.33,30.397102,-0.0024160363,1807.2289,2100000.0,1162.0,131250.0,,32800.0,0.00019752,0.1,0.6462481 +45.48,30.6596,-0.0015488545,1809.6055,2110000.0,1166.0,131875.0,,32960.0,0.000197264,0.1,0.59682965 +44.09,30.909101,-0.0021574178,1810.4185,2120000.0,1171.0,132500.0,,33120.0,0.000197008,0.1,0.59016514 +44.1,31.161003,-0.007876536,1811.2245,2130000.0,1176.0,133125.0,,33280.0,0.000196752,0.1,0.5668379 +43.47,31.404701,-0.0042748386,1812.0237,2140000.0,1181.0,133750.0,,33408.0,0.0001965472,0.1,0.61086833 +42.98,31.65,-0.0027643612,1812.8162,2150000.0,1186.0,134375.0,,33568.0,0.0001962912,0.1,0.6409631 +42.79,31.892502,-0.005008301,1813.602,2160000.0,1191.0,135000.0,,33728.0,0.0001960352,0.1,0.5885389 +44.62,32.150204,-0.008160484,1814.3812,2170000.0,1196.0,135625.0,,33888.0,0.0001957792,0.1,0.61252195 +45.19,32.4118,-0.0064228214,1816.6666,2180000.0,1200.0,136250.0,,34048.0,0.0001955232,0.1,0.62248564 +45.12,32.668003,-0.0031963522,1817.4274,2190000.0,1205.0,136875.0,,34208.0,0.0001952672,0.1,0.58631057 +45.68,32.932903,-0.014275683,1818.1818,2200000.0,1210.0,137500.0,,34368.0,0.0001950112,0.1,0.5705594 +45.45,33.1942,-0.001396209,1820.4283,2210000.0,1214.0,138125.0,,34528.0,0.0001947552,0.1,0.5907676 +46.05,33.457302,-0.0043134075,1821.1649,2220000.0,1219.0,138750.0,,34656.0,0.0001945504,0.1,0.61606205 +45.96,33.7166,-0.0024477604,1821.8954,2230000.0,1224.0,139375.0,,34816.0,0.0001942944,0.1,0.6297898 +48.33,33.9911,-0.0037042364,1822.62,2240000.0,1229.0,140000.0,,34976.0,0.0001940384,0.1,0.6528884 +47.04,34.251205,-0.003580085,1823.3387,2250000.0,1234.0,140625.0,,35136.0,0.0001937824,0.1,0.64234054 +46.81,34.506104,-0.0066282065,1824.0516,2260000.0,1239.0,141250.0,,35296.0,0.0001935264,0.1,0.6151966 +48.24,34.7676,-0.0032466976,1824.7588,2270000.0,1244.0,141875.0,,35456.0,0.0001932704,0.1,0.6310105 +46.33,35.006203,0.00092766475,1825.4603,2280000.0,1249.0,142500.0,,35616.0,0.0001930144,0.1,0.6268437 +44.4,35.2187,0.0012323216,1827.6138,2290000.0,1253.0,143125.0,,35776.0,0.0001927584,0.1,0.6457995 +43.61,35.4183,-0.004764392,1828.2988,2300000.0,1258.0,143750.0,,35936.0,0.0001925024,0.1,0.62616193 +43.17,35.6132,-0.007201747,1830.4279,2310000.0,1262.0,144375.0,,36064.0,0.0001922976,0.1,0.579791 +43.68,35.81,-0.0031068628,1831.097,2320000.0,1267.0,145000.0,,36224.0,0.0001920416,0.1,0.6039045 +42.86,35.9977,-0.004505802,1831.761,2330000.0,1272.0,145625.0,,36384.0,0.0001917856,0.1,0.6018655 +44.62,36.204502,-0.0066008875,1832.4197,2340000.0,1277.0,146250.0,,36544.0,0.0001915296,0.1,0.58299065 +43.73,36.4015,-0.006284502,1833.0734,2350000.0,1282.0,146875.0,,36704.0,0.0001912736,0.1,0.6018214 +44.4,36.6016,-0.0072395727,1833.7218,2360000.0,1287.0,147500.0,,36864.0,0.0001910176,0.1,0.56805795 +45.67,36.8218,-0.0052981367,1834.3654,2370000.0,1292.0,148125.0,,37024.0,0.0001907616,0.1,0.6131265 +45.19,37.031597,-0.0033612384,1835.0039,2380000.0,1297.0,148750.0,,37184.0,0.0001905056,0.1,0.61287427 +46.23,37.2594,-0.0010255453,1837.0485,2390000.0,1301.0,149375.0,,37312.0,0.0001903008,0.1,0.6110132 +47.01,37.4939,-0.006382448,1837.6722,2400000.0,1306.0,150000.0,,37472.0,0.0001900448,0.1,0.56693125 +47.29,37.728897,-0.0058756624,1838.2914,2410000.0,1311.0,150625.0,,37632.0,0.0001897888,0.1,0.5881604 +48.4,37.9739,-0.0065884087,1838.9058,2420000.0,1316.0,151250.0,,37792.0,0.0001895328,0.1,0.57839864 +49.62,38.2178,0.0013397803,1839.5155,2430000.0,1321.0,151875.0,,37952.0,0.0001892768,0.1,0.5952822 +49.75,38.4303,-0.004797457,1841.5094,2440000.0,1325.0,152500.0,,38112.0,0.0001890208,0.1,0.5838425 +49.91,38.6399,-0.0011398441,1842.1052,2450000.0,1330.0,153125.0,,38272.0,0.0001887648,0.1,0.5757445 +48.62,38.835003,-0.009005487,1841.3174,2460000.0,1336.0,153750.0,,38432.0,0.0001885088,0.1,0.52264297 +49.17,39.0346,-0.006573317,1841.909,2470000.0,1341.0,154375.0,,38592.0,0.0001882528,0.1,0.58136 +49.4,39.238197,-0.004853335,1842.4963,2480000.0,1346.0,155000.0,,38720.0,0.000188048,0.1,0.5494351 +51.12,39.4603,-0.005167114,1843.0792,2490000.0,1351.0,155625.0,,38880.0,0.000187792,0.1,0.54449785 +52.39,39.694298,-0.006705982,1843.6578,2500000.0,1356.0,156250.0,,39040.0,0.000187536,0.1,0.5613728 +52.57,39.9329,-0.0014519886,1844.2322,2510000.0,1361.0,156875.0,,39200.0,0.00018728,0.1,0.6347644 +54.5,40.2171,-0.0034484775,1844.8024,2520000.0,1366.0,157500.0,,39360.0,0.000187024,0.1,0.5878108 +54.72,40.505398,-0.0017247918,1844.0233,2530000.0,1372.0,158125.0,,39520.0,0.000186768,0.1,0.653448 +53.57,40.7793,-0.0064695785,1844.5897,2540000.0,1377.0,158750.0,,39680.0,0.000186512,0.1,0.5967207 +52.6,41.040802,-0.009611091,1846.488,2550000.0,1381.0,159375.0,,39840.0,0.000186256,0.1,0.59329486 +54.0,41.3131,-0.005995213,1847.0419,2560000.0,1386.0,160000.0,,40000.0,0.000186,0.1,0.56189466 +58.11,41.6315,-0.0050266185,1848.9209,2570000.0,1390.0,160625.0,,40128.0,0.0001857952,0.1,0.61460054 +59.02,41.957397,-0.002050259,1849.4624,2580000.0,1395.0,161250.0,,40288.0,0.0001855392,0.1,0.588053 +58.53,42.281395,-0.0012597975,1850.0,2590000.0,1400.0,161875.0,,40448.0,0.0001852832,0.1,0.64731526 +57.81,42.6074,-0.0032314486,1850.5338,2600000.0,1405.0,162500.0,,40608.0,0.0001850272,0.1,0.5424857 +56.49,42.927803,-0.002013135,1851.0638,2610000.0,1410.0,163125.0,,40768.0,0.0001847712,0.1,0.5931791 +57.75,43.2593,0.0025820753,1851.5901,2620000.0,1415.0,163750.0,,40928.0,0.0001845152,0.1,0.56542265 +56.82,43.5788,-0.00025526708,1852.1127,2630000.0,1420.0,164375.0,,41088.0,0.0001842592,0.1,0.61051846 +56.23,43.8909,-0.0024745998,1852.6316,2640000.0,1425.0,165000.0,,41248.0,0.0001840032,0.1,0.60249335 +57.32,44.204697,-0.0046967193,1853.1469,2650000.0,1430.0,165625.0,,41376.0,0.0001837984,0.1,0.5948198 +58.36,44.521095,-0.007890718,1852.3677,2660000.0,1436.0,166250.0,,41536.0,0.0001835424,0.1,0.542934 +62.0,44.8723,-0.0047816723,1852.88,2670000.0,1441.0,166875.0,,41696.0,0.0001832864,0.1,0.5833157 +61.48,45.2082,-0.0037931139,1853.3887,2680000.0,1446.0,167500.0,,41856.0,0.0001830304,0.1,0.6009493 +59.06,45.506,-0.0032256106,1853.8939,2690000.0,1451.0,168125.0,,42016.0,0.0001827744,0.1,0.5590939 +58.99,45.795406,-0.0014672856,1854.3956,2700000.0,1456.0,168750.0,,42176.0,0.0001825184,0.1,0.56819546 +60.53,46.092403,-0.004921331,1854.8939,2710000.0,1461.0,169375.0,,42336.0,0.0001822624,0.1,0.5581739 +62.8,46.4081,0.0020725066,1855.3888,2720000.0,1466.0,170000.0,,42496.0,0.0001820064,0.1,0.6352993 +63.02,46.719795,0.0012266939,1855.8804,2730000.0,1471.0,170625.0,,42656.0,0.0001817504,0.1,0.6332865 +60.35,46.998695,0.0038307188,1857.6271,2740000.0,1475.0,171250.0,,42784.0,0.0001815456,0.1,0.68764025 +60.66,47.2731,-0.009761865,1858.1082,2750000.0,1480.0,171875.0,,42944.0,0.0001812896,0.1,0.52308416 +63.22,47.574406,-0.010220318,1858.5858,2760000.0,1485.0,172500.0,,43104.0,0.0001810336,0.1,0.58334184 +65.66,47.89341,-0.005292902,1860.309,2770000.0,1489.0,173125.0,,43264.0,0.0001807776,0.1,0.6565953 +66.82,48.222,-0.00431438,1860.7765,2780000.0,1494.0,173750.0,,43424.0,0.0001805216,0.1,0.5999873 +67.04,48.5498,-0.005865139,1861.2408,2790000.0,1499.0,174375.0,,43584.0,0.0001802656,0.1,0.58037853 +65.27,48.860897,-0.0073757987,1861.7021,2800000.0,1504.0,175000.0,,43744.0,0.0001800096,0.1,0.65647423 +66.49,49.1759,-0.006044769,1862.1604,2810000.0,1509.0,175625.0,,43904.0,0.0001797536,0.1,0.56702894 +67.26,49.4773,-0.00683288,1863.8467,2820000.0,1513.0,176250.0,,44032.0,0.0001795488,0.1,0.6611222 +68.3,49.7869,-0.0046809725,1864.2952,2830000.0,1518.0,176875.0,,44192.0,0.0001792928,0.1,0.6173767 +67.8,50.097095,-0.0018577607,1864.7406,2840000.0,1523.0,177500.0,,44352.0,0.0001790368,0.1,0.6275843 +67.9,50.41099,-0.007924227,1865.1832,2850000.0,1528.0,178125.0,,44512.0,0.0001787808,0.1,0.5609481 +70.61,50.739796,0.010315757,1866.8407,2860000.0,1532.0,178750.0,,44672.0,0.0001785248,0.1,0.5812603 +75.49,51.113197,3.91067e-05,1867.2739,2870000.0,1537.0,179375.0,,44832.0,0.0001782688,0.1,0.5930649 +75.86,51.476597,0.0014945588,1866.4939,2880000.0,1543.0,180000.0,,44992.0,0.0001780128,0.1,0.609312 +73.8,51.8178,-0.007989116,1866.925,2890000.0,1548.0,180625.0,,45152.0,0.0001777568,0.1,0.65104663 +70.67,52.1073,-0.0046678563,1867.3535,2900000.0,1553.0,181250.0,,45312.0,0.0001775008,0.1,0.6529826 +68.54,52.363495,-0.00056339195,1868.9788,2910000.0,1557.0,181875.0,,45440.0,0.000177296,0.1,0.62998825 +70.37,52.636597,-0.0019168536,1869.3982,2920000.0,1562.0,182500.0,,45600.0,0.00017704,0.1,0.6325959 +70.41,52.916504,-0.00058980135,1869.815,2930000.0,1567.0,183125.0,,45760.0,0.000176784,0.1,0.63798666 +70.65,53.1855,-0.002819942,1870.229,2940000.0,1572.0,183750.0,,45920.0,0.000176528,0.1,0.59150803 +71.19,53.447002,0.0021065797,1870.6405,2950000.0,1577.0,184375.0,,46080.0,0.000176272,0.1,0.64305717 +73.3,53.7279,-0.008756422,1871.0493,2960000.0,1582.0,185000.0,,46240.0,0.000176016,0.1,0.59576553 +75.47,54.0256,-0.0021423865,1872.6356,2970000.0,1586.0,185625.0,,46400.0,0.00017576,0.1,0.607399 +76.16,54.3286,-0.007100631,1873.0358,2980000.0,1591.0,186250.0,,46560.0,0.000175504,0.1,0.6569897 +72.67,54.6102,-0.010980566,1874.6082,2990000.0,1595.0,186875.0,,46688.0,0.0001752992,0.1,0.5990678 +74.49,54.911808,-0.0025280868,1875.0,3000000.0,1600.0,187500.0,,46848.0,0.0001750432,0.1,0.6605152 +75.39,55.226803,-0.0045923074,1875.3894,3010000.0,1605.0,188125.0,,47008.0,0.0001747872,0.1,0.6049081 +76.41,55.555405,0.0017165907,1875.7764,3020000.0,1610.0,188750.0,,47168.0,0.0001745312,0.1,0.61006504 +79.26,55.9127,-0.008728716,1876.161,3030000.0,1615.0,189375.0,,47328.0,0.0001742752,0.1,0.6211337 +80.88,56.281097,0.0001793257,1876.5432,3040000.0,1620.0,190000.0,,47488.0,0.0001740192,0.1,0.59534466 +81.01,56.646797,-0.00049751543,1876.9231,3050000.0,1625.0,190625.0,,47648.0,0.0001737632,0.1,0.5853251 +81.93,57.028297,-0.0007639305,1878.453,3060000.0,1629.0,191250.0,,47808.0,0.0001735072,0.1,0.5788432 +86.25,57.457397,-0.0021564355,1878.825,3070000.0,1634.0,191875.0,,47968.0,0.0001732512,0.1,0.60600525 +87.7,57.888805,0.025600024,1880.3419,3080000.0,1638.0,192500.0,,48096.0,0.0001730464,0.1,0.65535945 +87.52,58.323803,-0.0065138387,1880.706,3090000.0,1643.0,193125.0,,48256.0,0.0001727904,0.1,0.5949819 +85.84,58.7289,-0.0030305465,1882.2101,3100000.0,1647.0,193750.0,,48416.0,0.0001725344,0.1,0.618686 +86.47,59.138798,0.006279768,1882.5665,3110000.0,1652.0,194375.0,,48576.0,0.0001722784,0.1,0.63029003 +86.4,59.5619,-0.002592429,1882.9209,3120000.0,1657.0,195000.0,,48736.0,0.0001720224,0.1,0.5972121 +83.89,59.9598,-0.001885102,1883.2732,3130000.0,1662.0,195625.0,,48896.0,0.0001717664,0.1,0.6266055 +83.63,60.3614,-0.006755662,1884.7539,3140000.0,1666.0,196250.0,,49056.0,0.0001715104,0.1,0.6229572 +83.29,60.764503,0.0022336175,1885.0988,3150000.0,1671.0,196875.0,,49216.0,0.0001712544,0.1,0.60442156 +82.63,61.162907,0.00073362776,1886.5671,3160000.0,1675.0,197500.0,,49344.0,0.0001710496,0.1,0.6175109 +79.76,61.514297,0.006316016,1886.9048,3170000.0,1680.0,198125.0,,49504.0,0.0001707936,0.1,0.67276335 +79.09,61.853302,-0.0005493196,1887.2404,3180000.0,1685.0,198750.0,,49664.0,0.0001705376,0.1,0.62090945 +79.47,62.1968,-0.00025068625,1887.574,3190000.0,1690.0,199375.0,,49824.0,0.0001702816,0.1,0.5955155 +78.05,62.520496,-0.00087646366,1887.9056,3200000.0,1695.0,200000.0,,49984.0,0.0001700256,0.1,0.62278455 +77.37,62.839703,0.00081184396,1889.3467,3210000.0,1699.0,200625.0,,50144.0,0.0001697696,0.1,0.6169753 +71.19,63.091103,0.0033747116,1889.6714,3220000.0,1704.0,201250.0,,50304.0,0.0001695136,0.1,0.64819086 +72.95,63.361,0.0036335886,1889.9941,3230000.0,1709.0,201875.0,,50464.0,0.0001692576,0.1,0.6242105 +71.02,63.587902,0.008858142,1890.3151,3240000.0,1714.0,202500.0,,50624.0,0.0001690016,0.1,0.62753385 +72.07,63.8382,-0.0062310155,1891.7346,3250000.0,1718.0,203125.0,,50752.0,0.0001687968,0.1,0.6071248 +71.61,64.0862,-0.010285359,1892.0487,3260000.0,1723.0,203750.0,,50912.0,0.0001685408,0.1,0.6174584 +73.21,64.3359,-0.0018746667,1892.3611,3270000.0,1728.0,204375.0,,51072.0,0.0001682848,0.1,0.5798167 +75.84,64.631,0.003247836,1892.6716,3280000.0,1733.0,205000.0,,51232.0,0.0001680288,0.1,0.5576061 +77.93,64.9663,0.003290751,1892.9805,3290000.0,1738.0,205625.0,,51392.0,0.0001677728,0.1,0.6128874 +82.13,65.3515,0.0018291392,1893.2875,3300000.0,1743.0,206250.0,,51552.0,0.0001675168,0.1,0.5872531 +84.38,65.763596,-0.0009945966,1893.5927,3310000.0,1748.0,206875.0,,51712.0,0.0001672608,0.1,0.59893966 +84.83,66.1751,0.0067154313,1893.8961,3320000.0,1753.0,207500.0,,51872.0,0.0001670048,0.1,0.63082963 +82.54,66.5719,-0.0026216626,1894.198,3330000.0,1758.0,208125.0,,52000.0,0.0001668,0.1,0.6707716 +84.54,66.9711,0.009260961,1894.498,3340000.0,1763.0,208750.0,,52160.0,0.000166544,0.1,0.5760838 +90.84,67.4422,-0.003892541,1894.7964,3350000.0,1768.0,209375.0,,52320.0,0.000166288,0.1,0.6979798 +91.36,67.911804,-0.002711941,1896.1625,3360000.0,1772.0,210000.0,,52480.0,0.000166032,0.1,0.60597515 +91.18,68.3669,-0.0020689284,1896.4547,3370000.0,1777.0,210625.0,,52640.0,0.000165776,0.1,0.60556173 +93.44,68.849396,-8.377893e-05,1896.7452,3380000.0,1782.0,211250.0,,52800.0,0.00016552,0.1,0.64951104 +95.6,69.343094,0.0051707416,1897.0342,3390000.0,1787.0,211875.0,,52960.0,0.000165264,0.1,0.6306874 +95.33,69.8263,-0.0060274587,1898.3807,3400000.0,1791.0,212500.0,,53120.0,0.000165008,0.1,0.58710164 +95.58,70.3092,-0.007817091,1898.6637,3410000.0,1796.0,213125.0,,53280.0,0.000164752,0.1,0.5929954 +95.58,70.781,-0.0017766192,1898.9451,3420000.0,1801.0,213750.0,,53408.0,0.0001645472,0.1,0.57036865 +93.58,71.220604,-0.006223761,1900.277,3430000.0,1805.0,214375.0,,53568.0,0.0001642912,0.1,0.54826796 +90.73,71.6304,0.011172429,1900.5525,3440000.0,1810.0,215000.0,,53728.0,0.0001640352,0.1,0.6505166 +95.43,72.0856,0.0037260565,1900.8264,3450000.0,1815.0,215625.0,,53888.0,0.0001637792,0.1,0.5496356 +95.62,72.5556,0.0172751,1901.0989,3460000.0,1820.0,216250.0,,54048.0,0.0001635232,0.1,0.62500423 +97.16,73.03551,0.007868942,1901.3699,3470000.0,1825.0,216875.0,,54208.0,0.0001632672,0.1,0.5260561 +94.97,73.49121,0.004827172,1902.6791,3480000.0,1829.0,217500.0,,54368.0,0.0001630112,0.1,0.6432319 +91.49,73.894905,-0.0015348799,1902.9443,3490000.0,1834.0,218125.0,,54528.0,0.0001627552,0.1,0.6028504 +96.64,74.33741,0.010017706,1904.2438,3500000.0,1838.0,218750.0,,54656.0,0.0001625504,0.1,0.61115754 +98.69,74.79861,0.00027762513,1905.5375,3510000.0,1842.0,219375.0,,54816.0,0.0001622944,0.1,0.62326217 +98.0,75.233604,0.0034989198,1905.7932,3520000.0,1847.0,220000.0,,54976.0,0.0001620384,0.1,0.64779145 +96.75,75.6539,0.017005486,1906.0475,3530000.0,1852.0,220625.0,,55136.0,0.0001617824,0.1,0.63458073 +95.76,76.0758,0.0011480775,1906.3005,3540000.0,1857.0,221250.0,,55296.0,0.0001615264,0.1,0.6264427 +98.35,76.5333,0.012170659,1906.5521,3550000.0,1862.0,221875.0,,55456.0,0.0001612704,0.1,0.6901059 +97.11,76.96439,-0.0024870024,1906.8024,3560000.0,1867.0,222500.0,,55616.0,0.0001610144,0.1,0.6818546 +94.5,77.32829,0.0025618097,1907.0513,3570000.0,1872.0,223125.0,,55776.0,0.0001607584,0.1,0.660536 +96.54,77.7035,0.007562088,1907.2988,3580000.0,1877.0,223750.0,,55936.0,0.0001605024,0.1,0.58855283 +96.28,78.08099,0.01236295,1908.5593,3590000.0,1881.0,224375.0,,56064.0,0.0001602976,0.1,0.6547309 +94.29,78.44579,-0.00746188,1907.7902,3600000.0,1887.0,225000.0,,56224.0,0.0001600416,0.1,0.65339315 +96.02,78.841095,0.005761473,1908.0338,3610000.0,1892.0,225625.0,,56384.0,0.0001597856,0.1,0.68309116 +98.11,79.2447,-0.004319603,1908.2762,3620000.0,1897.0,226250.0,,56544.0,0.0001595296,0.1,0.6296805 +97.69,79.6534,0.004975773,1908.5173,3630000.0,1902.0,226875.0,,56704.0,0.0001592736,0.1,0.6143151 +98.57,80.0768,0.026727905,1909.7587,3640000.0,1906.0,227500.0,,56864.0,0.0001590176,0.1,0.5998113 +99.82,80.5018,0.00079292647,1909.9948,3650000.0,1911.0,228125.0,,57024.0,0.0001587616,0.1,0.63325846 +97.29,80.89109,0.0048192907,1910.2296,3660000.0,1916.0,228750.0,,57184.0,0.0001585056,0.1,0.60028017 +100.42,81.27529,0.0134100355,1911.4584,3670000.0,1920.0,229375.0,,57312.0,0.0001583008,0.1,0.5702329 +100.82,81.66869,0.0033992028,1911.6884,3680000.0,1925.0,230000.0,,57472.0,0.0001580448,0.1,0.6156758 +99.59,82.074005,0.021486495,1912.9082,3690000.0,1929.0,230625.0,,57632.0,0.0001577888,0.1,0.6012105 +99.55,82.4796,-0.007874093,1913.1334,3700000.0,1934.0,231250.0,,57792.0,0.0001575328,0.1,0.56602407 +100.22,82.876495,-0.0019841192,1912.3711,3710000.0,1940.0,231875.0,,57952.0,0.0001572768,0.1,0.7061416 +98.27,83.23119,0.0062879417,1912.5964,3720000.0,1945.0,232500.0,,58112.0,0.0001570208,0.1,0.6965002 +94.59,83.5469,0.01715063,1912.8206,3730000.0,1950.0,233125.0,,58272.0,0.0001567648,0.1,0.6977656 +97.02,83.9136,-0.0054715765,1914.0225,3740000.0,1954.0,233750.0,,58432.0,0.0001565088,0.1,0.60601616 +92.56,84.2326,0.0021958717,1914.242,3750000.0,1959.0,234375.0,,58592.0,0.0001562528,0.1,0.632515 +95.47,84.555084,0.004421649,1914.4603,3760000.0,1964.0,235000.0,,58720.0,0.000156048,0.1,0.6473967 +96.21,84.860596,-0.005595669,1915.6504,3770000.0,1968.0,235625.0,,58880.0,0.000155792,0.1,0.62349737 +94.03,85.1327,0.008095596,1914.8937,3780000.0,1974.0,236250.0,,59040.0,0.000155536,0.1,0.6129739 +91.94,85.38171,0.013675492,1915.1086,3790000.0,1979.0,236875.0,,59200.0,0.00015528,0.1,0.62928605 +94.09,85.669914,-0.0026694299,1915.3226,3800000.0,1984.0,237500.0,,59360.0,0.000155024,0.1,0.64168084 +92.31,85.92809,-0.0014447557,1915.5354,3810000.0,1989.0,238125.0,,59520.0,0.000154768,0.1,0.6413524 +93.8,86.1935,0.0036685504,1915.7472,3820000.0,1994.0,238750.0,,59680.0,0.000154512,0.1,0.6375701 +97.13,86.4818,0.0068235155,1915.958,3830000.0,1999.0,239375.0,,59840.0,0.000154256,0.1,0.6413374 +96.81,86.7719,0.016332323,1916.1677,3840000.0,2004.0,240000.0,,60000.0,0.000154,0.1,0.64312005 +98.1,87.07388,0.00480272,1917.3307,3850000.0,2008.0,240625.0,,60128.0,0.0001537952,0.1,0.59542096 +101.16,87.379395,-0.0006426035,1917.536,3860000.0,2013.0,241250.0,,60288.0,0.0001535392,0.1,0.7045955 +102.6,87.65049,-5.5905577e-05,1917.7404,3870000.0,2018.0,241875.0,,60448.0,0.0001532832,0.1,0.6795 +103.3,87.9249,0.008545213,1917.9436,3880000.0,2023.0,242500.0,,60608.0,0.0001530272,0.1,0.638165 +105.61,88.243,-0.00505231,1918.146,3890000.0,2028.0,243125.0,,60768.0,0.0001527712,0.1,0.68898296 +103.21,88.5684,0.00096598256,1919.2914,3900000.0,2032.0,243750.0,,60928.0,0.0001525152,0.1,0.66945827 +103.58,88.9188,0.014316842,1919.4895,3910000.0,2037.0,244375.0,,61088.0,0.0001522592,0.1,0.6379497 +99.2,89.20711,-0.000557795,1919.6865,3920000.0,2042.0,245000.0,,61248.0,0.0001520032,0.1,0.6364432 +98.46,89.48761,0.0052548507,1919.8828,3930000.0,2047.0,245625.0,,61376.0,0.0001517984,0.1,0.6304093 +98.88,89.769905,-0.0036952556,1921.0142,3940000.0,2051.0,246250.0,,61536.0,0.0001515424,0.1,0.57686305 +96.48,90.022804,0.00259075,1921.2062,3950000.0,2056.0,246875.0,,61696.0,0.0001512864,0.1,0.57849455 +100.4,90.29381,0.004613525,1922.3301,3960000.0,2060.0,247500.0,,61856.0,0.0001510304,0.1,0.6102395 +97.96,90.51871,-0.0026103149,1921.5876,3970000.0,2066.0,248125.0,,62016.0,0.0001507744,0.1,0.5622883 +102.82,90.78531,0.015270947,1922.7053,3980000.0,2070.0,248750.0,,62176.0,0.0001505184,0.1,0.57756245 +107.71,91.135704,-0.0034397591,1923.8187,3990000.0,2074.0,249375.0,,62336.0,0.0001502624,0.1,0.65851796 +105.33,91.4441,0.0041872784,1924.002,4000000.0,2079.0,250000.0,,62496.0,0.0001500064,0.1,0.64496046 +111.4,91.80421,0.011676856,1924.1842,4010000.0,2084.0,250625.0,,62656.0,0.0001497504,0.1,0.6774574 +109.04,92.13051,0.0033668377,1925.2874,4020000.0,2088.0,251250.0,,62784.0,0.0001495456,0.1,0.62402153 +105.76,92.3955,0.007006339,1925.4658,4030000.0,2093.0,251875.0,,62944.0,0.0001492896,0.1,0.58796895 +107.42,92.6609,0.0061292704,1926.5618,4040000.0,2097.0,252500.0,,63104.0,0.0001490336,0.1,0.6314741 +107.49,92.92569,0.009783315,1926.7365,4050000.0,2102.0,253125.0,,63264.0,0.0001487776,0.1,0.6113212 +106.45,93.170906,-0.0047759693,1926.9103,4060000.0,2107.0,253750.0,,63424.0,0.0001485216,0.1,0.6022761 +106.14,93.3698,-0.005165235,1927.0834,4070000.0,2112.0,254375.0,,63584.0,0.0001482656,0.1,0.6272924 +110.42,93.59699,-0.0044374373,1927.2555,4080000.0,2117.0,255000.0,,63744.0,0.0001480096,0.1,0.6269878 +111.38,93.835594,0.00050744205,1928.3357,4090000.0,2121.0,255625.0,,63904.0,0.0001477536,0.1,0.60317373 +111.15,94.0887,-0.0024505076,1928.5043,4100000.0,2126.0,256250.0,,64032.0,0.0001475488,0.1,0.60801727 +107.66,94.300606,0.004131324,1929.5775,4110000.0,2130.0,256875.0,,64192.0,0.0001472928,0.1,0.6493017 +106.44,94.501015,-0.0070287157,1929.7424,4120000.0,2135.0,257500.0,,64352.0,0.0001470368,0.1,0.59549296 +100.16,94.66371,0.01356788,1929.9065,4130000.0,2140.0,258125.0,,64512.0,0.0001467808,0.1,0.6411524 +103.53,94.86272,0.0016363184,1930.07,4140000.0,2145.0,258750.0,,64672.0,0.0001465248,0.1,0.5883226 +99.97,95.02951,0.0004074013,1931.1307,4150000.0,2149.0,259375.0,,64832.0,0.0001462688,0.1,0.6707798 +101.4,95.21721,0.0012994995,1931.2906,4160000.0,2154.0,260000.0,,64992.0,0.0001460128,0.1,0.62919116 +101.49,95.43451,-0.0038807644,1932.3447,4170000.0,2158.0,260625.0,,65152.0,0.0001457568,0.1,0.6299268 +101.13,95.6549,-0.0018035508,1932.5011,4180000.0,2163.0,261250.0,,65312.0,0.0001455008,0.1,0.6192299 +102.02,95.8804,-0.0013696997,1933.5487,4190000.0,2167.0,261875.0,,65440.0,0.000145296,0.1,0.64213115 +102.69,96.1268,0.0035497374,1933.7017,4200000.0,2172.0,262500.0,,65600.0,0.00014504,0.1,0.638121 +103.55,96.3886,0.006148259,1933.8539,4210000.0,2177.0,263125.0,,65760.0,0.000144784,0.1,0.6763934 +101.03,96.687004,-0.0027891707,1934.0055,4220000.0,2182.0,263750.0,,65920.0,0.000144528,0.1,0.6279562 +99.45,96.95201,0.008100873,1935.0411,4230000.0,2186.0,264375.0,,66080.0,0.000144272,0.1,0.625502 +100.19,97.2437,0.004635915,1934.3065,4240000.0,2192.0,265000.0,,66240.0,0.000144016,0.1,0.57165504 +97.48,97.49781,0.006308997,1934.456,4250000.0,2197.0,265625.0,,66400.0,0.00014376,0.1,0.6419372 +96.0,97.74171,-0.0019964878,1935.4839,4260000.0,2201.0,266250.0,,66560.0,0.000143504,0.1,0.6327834 +97.83,97.98791,0.0042917263,1935.6301,4270000.0,2206.0,266875.0,,66688.0,0.0001432992,0.1,0.5795205 +96.81,98.19761,0.008424687,1935.7756,4280000.0,2211.0,267500.0,,66848.0,0.0001430432,0.1,0.63863754 +100.44,98.4227,-0.001032184,1935.9205,4290000.0,2216.0,268125.0,,67008.0,0.0001427872,0.1,0.69421077 +102.16,98.62301,0.011473486,1936.0648,4300000.0,2221.0,268750.0,,67168.0,0.0001425312,0.1,0.64368033 +105.95,98.8387,0.0071775676,1936.2085,4310000.0,2226.0,269375.0,,67328.0,0.0001422752,0.1,0.64490527 +105.63,99.04671,0.0013752007,1937.2197,4320000.0,2230.0,270000.0,,67488.0,0.0001420192,0.1,0.70507604 +105.62,99.27751,0.0074275583,1937.3602,4330000.0,2235.0,270625.0,,67648.0,0.0001417632,0.1,0.6855664 +105.8,99.4901,-0.0012028564,1938.3654,4340000.0,2239.0,271250.0,,67808.0,0.0001415072,0.1,0.67970526 +106.12,99.64289,-0.0028855517,1938.5027,4350000.0,2244.0,271875.0,,67968.0,0.0001412512,0.1,0.64866084 +107.27,99.802,0.0002508114,1939.5018,4360000.0,2248.0,272500.0,,68096.0,0.0001410464,0.1,0.66747165 +110.99,100.0001,0.0058641364,1939.636,4370000.0,2253.0,273125.0,,68256.0,0.0001407904,0.1,0.7127488 +109.67,100.1624,0.0016702127,1939.7697,4380000.0,2258.0,273750.0,,68416.0,0.0001405344,0.1,0.6371672 +110.59,100.312294,0.00094774464,1939.9028,4390000.0,2263.0,274375.0,,68576.0,0.0001402784,0.1,0.6547529 +114.64,100.5054,0.017501904,1940.0353,4400000.0,2268.0,275000.0,,68736.0,0.0001400224,0.1,0.6342693 +109.97,100.6493,-0.0008074602,1941.0211,4410000.0,2272.0,275625.0,,68896.0,0.0001397664,0.1,0.66908944 +107.51,100.76859,-0.007866274,1941.1506,4420000.0,2277.0,276250.0,,69056.0,0.0001395104,0.1,0.67400277 +103.41,100.8669,0.001385792,1941.2795,4430000.0,2282.0,276875.0,,69216.0,0.0001392544,0.1,0.6280746 +102.68,100.9864,-0.00011159398,1942.2572,4440000.0,2286.0,277500.0,,69344.0,0.0001390496,0.1,0.64563596 +104.36,101.07571,0.0062318607,1942.3832,4450000.0,2291.0,278125.0,,69504.0,0.0001387936,0.1,0.62386256 +105.82,101.177704,0.013414141,1942.5087,4460000.0,2296.0,278750.0,,69664.0,0.0001385376,0.1,0.65302396 +108.45,101.2906,-0.005815544,1943.4783,4470000.0,2300.0,279375.0,,69824.0,0.0001382816,0.1,0.6677627 +109.87,101.43962,-0.003791538,1943.6008,4480000.0,2305.0,280000.0,,69984.0,0.0001380256,0.1,0.61360794 +113.64,101.6611,0.013584621,1943.7229,4490000.0,2310.0,280625.0,,70144.0,0.0001377696,0.1,0.6209728 +115.87,101.8534,0.0105136065,1943.8445,4500000.0,2315.0,281250.0,,70304.0,0.0001375136,0.1,0.66663146 +115.08,102.0173,0.0040777754,1943.9656,4510000.0,2320.0,281875.0,,70464.0,0.0001372576,0.1,0.6759859 +112.79,102.16521,0.034402438,1944.086,4520000.0,2325.0,282500.0,,70624.0,0.0001370016,0.1,0.64637953 +120.21,102.3998,0.005947843,1945.0408,4530000.0,2329.0,283125.0,,70752.0,0.0001367968,0.1,0.707267 +121.13,102.6535,0.003042345,1945.1586,4540000.0,2334.0,283750.0,,70912.0,0.0001365408,0.1,0.622282 +118.91,102.85911,0.013607156,1945.2758,4550000.0,2339.0,284375.0,,71072.0,0.0001362848,0.1,0.642532 +123.57,103.1237,0.00868383,1946.2228,4560000.0,2343.0,285000.0,,71232.0,0.0001360288,0.1,0.654173 +123.98,103.4185,0.012670483,1946.3373,4570000.0,2348.0,285625.0,,71392.0,0.0001357728,0.1,0.63712513 +130.54,103.75851,0.020091198,1947.2789,4580000.0,2352.0,286250.0,,71552.0,0.0001355168,0.1,0.64105546 +132.62,104.12192,0.016115315,1947.3907,4590000.0,2357.0,286875.0,,71712.0,0.0001352608,0.1,0.65524244 +130.46,104.483604,0.010265305,1947.5021,4600000.0,2362.0,287500.0,,71872.0,0.0001350048,0.1,0.6852436 +133.4,104.857414,0.01649302,1948.4362,4610000.0,2366.0,288125.0,,72000.0,0.0001348,0.1,0.6856809 +131.72,105.193504,-0.0005912066,1948.5449,4620000.0,2371.0,288750.0,,72160.0,0.000134544,0.1,0.70236576 +130.27,105.519295,0.017871894,1948.6532,4630000.0,2376.0,289375.0,,72320.0,0.000134288,0.1,0.65019476 +127.99,105.8135,-0.007789825,1948.761,4640000.0,2381.0,290000.0,,72480.0,0.000134032,0.1,0.67976904 +124.53,106.06059,0.004795407,1948.052,4650000.0,2387.0,290625.0,,72640.0,0.000133776,0.1,0.6782113 +125.68,106.344505,0.004094343,1948.1605,4660000.0,2392.0,291250.0,,72800.0,0.00013352,0.1,0.7200146 +125.63,106.5966,0.017719721,1949.0818,4670000.0,2396.0,291875.0,,72960.0,0.000133264,0.1,0.6963217 +122.47,106.813095,0.004784467,1949.1879,4680000.0,2401.0,292500.0,,73120.0,0.000133008,0.1,0.6676999 +120.88,107.025986,-0.003097822,1950.104,4690000.0,2405.0,293125.0,,73280.0,0.000132752,0.1,0.64974856 +123.84,107.2689,0.024694866,1951.017,4700000.0,2409.0,293750.0,,73408.0,0.0001325472,0.1,0.67183644 +126.11,107.5278,0.00399805,1951.1185,4710000.0,2414.0,294375.0,,73568.0,0.0001322912,0.1,0.6809751 +125.63,107.80141,0.009844191,1950.4132,4720000.0,2420.0,295000.0,,73728.0,0.0001320352,0.1,0.669508 +117.67,108.032196,-0.006891692,1951.3202,4730000.0,2424.0,295625.0,,73888.0,0.0001317792,0.1,0.68839383 +116.24,108.2244,-0.0029279015,1951.4203,4740000.0,2429.0,296250.0,,74048.0,0.0001315232,0.1,0.6901169 +116.8,108.4668,0.019233331,1951.5201,4750000.0,2434.0,296875.0,,74208.0,0.0001312672,0.1,0.6659975 +118.39,108.696,0.016920215,1951.6195,4760000.0,2439.0,297500.0,,74368.0,0.0001310112,0.1,0.7111834 +121.38,108.94769,0.010167055,1952.5175,4770000.0,2443.0,298125.0,,74528.0,0.0001307552,0.1,0.6666367 +121.78,109.2252,0.006659069,1952.6144,4780000.0,2448.0,298750.0,,74656.0,0.0001305504,0.1,0.69117045 +119.62,109.502,-0.002975332,1953.5073,4790000.0,2452.0,299375.0,,74816.0,0.0001302944,0.1,0.71540487 +121.92,109.780304,0.008501582,1953.6019,4800000.0,2457.0,300000.0,,74976.0,0.0001300384,0.1,0.7428533 +121.92,110.07641,0.003938657,1953.6962,4810000.0,2462.0,300625.0,,75136.0,0.0001297824,0.1,0.67907375 +123.56,110.37399,0.022588376,1953.79,4820000.0,2467.0,301250.0,,75296.0,0.0001295264,0.1,0.6133526 +128.86,110.6913,-0.00093127263,1953.8835,4830000.0,2472.0,301875.0,,75456.0,0.0001292704,0.1,0.6616344 +127.95,111.00271,0.0024285088,1954.7657,4840000.0,2476.0,302500.0,,75616.0,0.0001290144,0.1,0.71279615 +122.93,111.25101,0.0009021653,1954.8569,4850000.0,2481.0,303125.0,,75776.0,0.0001287584,0.1,0.6758791 +123.11,111.4705,0.008815683,1954.9478,4860000.0,2486.0,303750.0,,75936.0,0.0001285024,0.1,0.6819246 +124.78,111.69231,0.011768841,1955.8232,4870000.0,2490.0,304375.0,,76064.0,0.0001282976,0.1,0.69911265 +128.63,111.945595,0.0066671493,1955.9119,4880000.0,2495.0,305000.0,,76224.0,0.0001280416,0.1,0.6723291 +126.42,112.1537,0.0066489126,1956.0,4890000.0,2500.0,305625.0,,76384.0,0.0001277856,0.1,0.679016 +127.3,112.3946,-0.0052375263,1956.869,4900000.0,2504.0,306250.0,,76544.0,0.0001275296,0.1,0.6694588 +120.49,112.5637,0.0075245397,1956.955,4910000.0,2509.0,306875.0,,76704.0,0.0001272736,0.1,0.6998513 +121.33,112.785,-0.0032576476,1957.0405,4920000.0,2514.0,307500.0,,76864.0,0.0001270176,0.1,0.70132554 +123.66,113.037,0.005993404,1957.1259,4930000.0,2519.0,308125.0,,77024.0,0.0001267616,0.1,0.68128866 +129.55,113.343704,-0.00082834275,1957.2108,4940000.0,2524.0,308750.0,,77184.0,0.0001265056,0.1,0.62140346 +132.43,113.7032,0.02294437,1958.0696,4950000.0,2528.0,309375.0,,77312.0,0.0001263008,0.1,0.6764101 +137.36,114.0728,0.011762936,1957.3796,4960000.0,2534.0,310000.0,,77472.0,0.0001260448,0.1,0.6685189 +134.79,114.4411,-0.00292919,1957.4636,4970000.0,2539.0,310625.0,,77632.0,0.0001257888,0.1,0.6967702 +132.27,114.7356,0.012028633,1958.3169,4980000.0,2543.0,311250.0,,77792.0,0.0001255328,0.1,0.69948006 +136.32,115.0217,0.014137734,1958.3988,4990000.0,2548.0,311875.0,,77952.0,0.0001252768,0.1,0.69574016 +137.02,115.3386,0.0008552651,1958.4802,5000000.0,2553.0,312500.0,,78112.0,0.0001250208,0.1,0.6766795 +136.52,115.58978,0.0068775667,1959.3274,5010000.0,2557.0,313125.0,,78272.0,0.0001247648,0.1,0.6805502 +143.55,115.93489,-0.0008392483,1959.4067,5020000.0,2562.0,313750.0,,78432.0,0.0001245088,0.1,0.6809972 +139.85,116.27579,0.03695719,1960.2494,5030000.0,2566.0,314375.0,,78592.0,0.0001242528,0.1,0.60901487 +145.91,116.66069,0.029128332,1960.3267,5040000.0,2571.0,315000.0,,78720.0,0.000124048,0.1,0.7046416 +144.99,117.03569,0.018193562,1960.4037,5050000.0,2576.0,315625.0,,78880.0,0.000123792,0.1,0.7170559 +145.03,117.4215,0.007067881,1959.7212,5060000.0,2582.0,316250.0,,79040.0,0.000123536,0.1,0.7049616 +144.73,117.80741,0.004808223,1959.799,5070000.0,2587.0,316875.0,,79200.0,0.00012328,0.1,0.74837685 +136.64,118.06961,0.0059977155,1959.8766,5080000.0,2592.0,317500.0,,79360.0,0.000123024,0.1,0.71070796 +135.47,118.3105,0.012788109,1959.9537,5090000.0,2597.0,318125.0,,79520.0,0.000122768,0.1,0.7248644 +131.07,118.509705,0.0028228152,1959.2777,5100000.0,2603.0,318750.0,,79680.0,0.000122512,0.1,0.74015427 +125.1,118.68409,0.002756353,1960.1074,5110000.0,2607.0,319375.0,,79840.0,0.000122256,0.1,0.6882355 +121.87,118.8384,0.003185648,1960.1837,5120000.0,2612.0,320000.0,,80000.0,0.000122,0.1,0.6723509 +122.66,119.0634,0.0089526065,1961.0092,5130000.0,2616.0,320625.0,,80128.0,0.0001217952,0.1,0.68396544 +121.14,119.2395,0.000821111,1961.0835,5140000.0,2621.0,321250.0,,80288.0,0.0001215392,0.1,0.6463415 +120.79,119.44771,0.014410915,1961.1577,5150000.0,2626.0,321875.0,,80448.0,0.0001212832,0.1,0.62610227 +120.28,119.63651,0.002465105,1961.2314,5160000.0,2631.0,322500.0,,80608.0,0.0001210272,0.1,0.6463525 +117.66,119.7982,0.013538909,1961.305,5170000.0,2636.0,323125.0,,80768.0,0.0001207712,0.1,0.608381 +114.08,119.92771,0.016503623,1962.1212,5180000.0,2640.0,323750.0,,80928.0,0.0001205152,0.1,0.60596776 +116.83,120.07581,-0.0032837223,1961.4513,5190000.0,2646.0,324375.0,,81088.0,0.0001202592,0.1,0.653448 +115.88,120.2077,0.0079471795,1961.5239,5200000.0,2651.0,325000.0,,81248.0,0.0001200032,0.1,0.642568 +117.68,120.34901,0.004933777,1962.3352,5210000.0,2655.0,325625.0,,81376.0,0.0001197984,0.1,0.66712904 +117.39,120.512596,0.0030674064,1962.406,5220000.0,2660.0,326250.0,,81536.0,0.0001195424,0.1,0.6338542 +118.51,120.70319,0.010376925,1963.2133,5230000.0,2664.0,326875.0,,81696.0,0.0001192864,0.1,0.6324533 +117.69,120.8782,0.003988667,1963.2821,5240000.0,2669.0,327500.0,,81856.0,0.0001190304,0.1,0.6466697 +122.68,121.130196,0.01668737,1963.3508,5250000.0,2674.0,328125.0,,82016.0,0.0001187744,0.1,0.6270447 +130.41,121.474304,0.002154708,1963.4192,5260000.0,2679.0,328750.0,,82176.0,0.0001185184,0.1,0.69929177 +132.7,121.823006,0.0021825528,1963.4873,5270000.0,2684.0,329375.0,,82336.0,0.0001182624,0.1,0.61188376 +134.78,122.202705,0.033892885,1964.2858,5280000.0,2688.0,330000.0,,82496.0,0.0001180064,0.1,0.65799135 +134.8,122.546295,0.008103412,1964.352,5290000.0,2693.0,330625.0,,82656.0,0.0001177504,0.1,0.6966039 +134.21,122.8668,0.011337277,1964.4181,5300000.0,2698.0,331250.0,,82784.0,0.0001175456,0.1,0.70568407 +131.88,123.12611,0.0031382765,1964.4839,5310000.0,2703.0,331875.0,,82944.0,0.0001172896,0.1,0.74806213 +137.09,123.4407,0.026128309,1964.5494,5320000.0,2708.0,332500.0,,83104.0,0.0001170336,0.1,0.6147379 +136.36,123.74809,0.006782049,1964.6149,5330000.0,2713.0,333125.0,,83264.0,0.0001167776,0.1,0.66665447 +135.1,124.04109,0.010210218,1964.6799,5340000.0,2718.0,333750.0,,83424.0,0.0001165216,0.1,0.66247296 +139.8,124.3779,0.017378962,1965.4666,5350000.0,2722.0,334375.0,,83584.0,0.0001162656,0.1,0.5936742 +139.46,124.6998,0.0062546,1965.5299,5360000.0,2727.0,335000.0,,83744.0,0.0001160096,0.1,0.6238929 +142.39,125.01378,0.010297745,1965.593,5370000.0,2732.0,335625.0,,83904.0,0.0001157536,0.1,0.6072389 +146.6,125.383095,0.032512672,1966.3743,5380000.0,2736.0,336250.0,,84032.0,0.0001155488,0.1,0.5850592 +152.93,125.80649,0.0107087,1966.4355,5390000.0,2741.0,336875.0,,84192.0,0.0001152928,0.1,0.66869473 +156.03,126.22039,0.013852472,1966.4967,5400000.0,2746.0,337500.0,,84352.0,0.0001150368,0.1,0.6164396 +157.35,126.69419,-0.003512858,1966.5576,5410000.0,2751.0,338125.0,,84512.0,0.0001147808,0.1,0.6838277 +154.19,127.160995,0.011839737,1966.6183,5420000.0,2756.0,338750.0,,84672.0,0.0001145248,0.1,0.71569484 +154.83,127.67519,0.01869687,1967.3914,5430000.0,2760.0,339375.0,,84832.0,0.0001142688,0.1,0.66384566 +154.26,128.191,-0.0001541276,1967.4503,5440000.0,2765.0,340000.0,,84992.0,0.0001140128,0.1,0.73248804 +157.35,128.72089,0.024988558,1968.2196,5450000.0,2769.0,340625.0,,85152.0,0.0001137568,0.1,0.6693957 +159.94,129.2621,0.014028879,1968.2769,5460000.0,2774.0,341250.0,,85312.0,0.0001135008,0.1,0.6482055 +168.77,129.86528,0.021845916,1969.0425,5470000.0,2778.0,341875.0,,85440.0,0.000113296,0.1,0.6528254 +169.77,130.4643,0.007937129,1969.0981,5480000.0,2783.0,342500.0,,85600.0,0.00011304,0.1,0.72052515 +169.88,131.02669,0.024063956,1969.8601,5490000.0,2787.0,343125.0,,85760.0,0.000112784,0.1,0.69208527 +169.32,131.56119,0.012008475,1969.9141,5500000.0,2792.0,343750.0,,85920.0,0.000112528,0.1,0.70480025 +168.44,132.0948,0.008012252,1969.9678,5510000.0,2797.0,344375.0,,86080.0,0.000112272,0.1,0.74628925 +170.0,132.6669,0.0037565709,1970.7247,5520000.0,2801.0,345000.0,,86240.0,0.000112016,0.1,0.7538929 +168.28,133.14761,0.02531531,1970.7769,5530000.0,2806.0,345625.0,,86400.0,0.00011176,0.1,0.6514449 +161.8,133.5543,0.0037682056,1970.8289,5540000.0,2811.0,346250.0,,86560.0,0.000111504,0.1,0.69277155 +156.9,133.9342,0.024335911,1971.5808,5550000.0,2815.0,346875.0,,86688.0,0.0001112992,0.1,0.68229485 +152.93,134.2278,0.040728852,1971.6312,5560000.0,2820.0,347500.0,,86848.0,0.0001110432,0.1,0.6020803 +157.5,134.563,0.0038891383,1971.6814,5570000.0,2825.0,348125.0,,87008.0,0.0001107872,0.1,0.7334887 +157.51,134.8327,0.01739156,1972.4285,5580000.0,2829.0,348750.0,,87168.0,0.0001105312,0.1,0.7374803 +156.44,135.07089,0.005230314,1972.477,5590000.0,2834.0,349375.0,,87328.0,0.0001102752,0.1,0.7142714 +152.94,135.2957,0.021144914,1972.5255,5600000.0,2839.0,350000.0,,87488.0,0.0001100192,0.1,0.6892793 +153.93,135.50099,0.019730201,1972.5739,5610000.0,2844.0,350625.0,,87648.0,0.0001097632,0.1,0.68780905 +148.07,135.6645,0.001932152,1972.622,5620000.0,2849.0,351250.0,,87808.0,0.0001095072,0.1,0.6781678 +143.04,135.7922,0.01594855,1972.6699,5630000.0,2854.0,351875.0,,87968.0,0.0001092512,0.1,0.68198156 +152.44,136.0367,0.017082013,1973.408,5640000.0,2858.0,352500.0,,88096.0,0.0001090464,0.1,0.71937984 +152.93,136.32071,0.005592413,1973.4545,5650000.0,2863.0,353125.0,,88256.0,0.0001087904,0.1,0.76035804 +149.98,136.5637,0.011626388,1974.1891,5660000.0,2867.0,353750.0,,88416.0,0.0001085344,0.1,0.69485414 +151.58,136.8232,0.0015195543,1974.234,5670000.0,2872.0,354375.0,,88576.0,0.0001082784,0.1,0.7346253 +151.86,137.1171,0.016313514,1974.2788,5680000.0,2877.0,355000.0,,88736.0,0.0001080224,0.1,0.7563206 +157.09,137.4792,0.01820738,1974.3234,5690000.0,2882.0,355625.0,,88896.0,0.0001077664,0.1,0.7430186 +162.16,137.86241,0.0052495464,1974.3678,5700000.0,2887.0,356250.0,,89056.0,0.0001075104,0.1,0.69956297 +163.62,138.2375,-0.000593893,1974.4122,5710000.0,2892.0,356875.0,,89216.0,0.0001072544,0.1,0.7407862 +157.87,138.5599,0.0048634047,1975.1381,5720000.0,2896.0,357500.0,,89344.0,0.0001070496,0.1,0.78153014 +159.41,138.97731,0.008388094,1975.181,5730000.0,2901.0,358125.0,,89504.0,0.0001067936,0.1,0.76680017 +161.15,139.4264,0.014099308,1975.2236,5740000.0,2906.0,358750.0,,89664.0,0.0001065376,0.1,0.7263732 +161.76,139.876,0.016208224,1975.2662,5750000.0,2911.0,359375.0,,89824.0,0.0001062816,0.1,0.75303435 +159.97,140.29181,0.022044145,1975.3086,5760000.0,2916.0,360000.0,,89984.0,0.0001060256,0.1,0.73194504 +160.27,140.6807,0.010342991,1975.351,5770000.0,2921.0,360625.0,,90144.0,0.0001057696,0.1,0.681513 +161.82,141.0811,0.03242622,1974.7181,5780000.0,2927.0,361250.0,,90304.0,0.0001055136,0.1,0.70663077 +156.77,141.45259,0.014596569,1974.7612,5790000.0,2932.0,361875.0,,90464.0,0.0001052576,0.1,0.7151025 +151.43,141.7477,0.02374543,1974.8042,5800000.0,2937.0,362500.0,,90624.0,0.0001050016,0.1,0.6367898 +155.71,142.0856,0.008305192,1975.5186,5810000.0,2941.0,363125.0,,90752.0,0.0001047968,0.1,0.6928433 +156.37,142.4137,0.02621323,1975.56,5820000.0,2946.0,363750.0,,90912.0,0.0001045408,0.1,0.6502051 +156.67,142.6918,0.02604172,1975.6014,5830000.0,2951.0,364375.0,,91072.0,0.0001042848,0.1,0.67431456 +157.89,142.9912,0.028660575,1975.6427,5840000.0,2956.0,365000.0,,91232.0,0.0001040288,0.1,0.65916085 +158.51,143.34698,0.0035000627,1975.6838,5850000.0,2961.0,365625.0,,91392.0,0.0001037728,0.1,0.69898236 +158.27,143.6986,0.016292173,1975.7249,5860000.0,2966.0,366250.0,,91552.0,0.0001035168,0.1,0.7148042 +156.27,144.01349,0.008978909,1975.7657,5870000.0,2971.0,366875.0,,91712.0,0.0001032608,0.1,0.70832163 +157.69,144.3041,-0.00010427405,1975.8064,5880000.0,2976.0,367500.0,,91872.0,0.0001030048,0.1,0.69216686 +159.48,144.6347,-0.004008657,1976.51,5890000.0,2980.0,368125.0,,92000.0,0.0001028,0.1,0.6875438 +157.96,144.94131,0.006388374,1977.2118,5900000.0,2984.0,368750.0,,92160.0,0.000102544,0.1,0.7351897 +152.19,145.25832,0.008321832,1976.5886,5910000.0,2990.0,369375.0,,92320.0,0.000102288,0.1,0.73358953 +153.12,145.5762,0.01918749,1976.6277,5920000.0,2995.0,370000.0,,92480.0,0.000102032,0.1,0.72027826 +151.43,145.8539,-0.0019191895,1976.6666,5930000.0,3000.0,370625.0,,92640.0,0.000101776,0.1,0.75551564 +150.81,146.0665,0.0004372378,1977.3635,5940000.0,3004.0,371250.0,,92800.0,0.00010152,0.1,0.7717471 +147.11,146.21329,0.02384888,1977.4011,5950000.0,3009.0,371875.0,,92960.0,0.000101264,0.1,0.731992 +144.83,146.288,-0.0014768804,1976.7827,5960000.0,3015.0,372500.0,,93120.0,0.000101008,0.1,0.7632973 +143.6,146.3761,0.014799583,1976.8212,5970000.0,3020.0,373125.0,,93280.0,0.000100752,0.1,0.77202016 +139.75,146.4509,0.029593194,1977.5132,5980000.0,3024.0,373750.0,,93408.0,0.0001005472,0.1,0.6918485 +134.1,146.4287,0.01392015,1977.5503,5990000.0,3029.0,374375.0,,93568.0,0.0001002912,0.1,0.71021986 +129.2,146.3505,0.013351879,1977.5874,6000000.0,3034.0,375000.0,,93728.0,0.0001000352,0.1,0.70056903 +131.76,146.3029,-0.0008096657,1978.2751,6010000.0,3038.0,375625.0,,93888.0,9.97792e-05,0.1,0.74517596 +130.99,146.17729,0.009050629,1978.3109,6020000.0,3043.0,376250.0,,94048.0,9.95232e-05,0.1,0.7483186 +135.3,146.13179,0.007756421,1978.3464,6030000.0,3048.0,376875.0,,94208.0,9.92672e-05,0.1,0.7690151 +130.51,145.9778,0.0069162063,1978.382,6040000.0,3053.0,377500.0,,94368.0,9.90112e-05,0.1,0.7480874 +131.44,145.8423,0.023911985,1978.4172,6050000.0,3058.0,378125.0,,94528.0,9.87552e-05,0.1,0.73554516 +134.68,145.73878,0.021949124,1979.0986,6060000.0,3062.0,378750.0,,94656.0,9.85504e-05,0.1,0.7136727 +134.42,145.6357,0.0058932104,1979.1327,6070000.0,3067.0,379375.0,,94816.0,9.82944e-05,0.1,0.6976746 +142.28,145.6921,0.007978124,1979.8112,6080000.0,3071.0,380000.0,,94976.0,9.80384e-05,0.1,0.7504513 +141.45,145.75189,0.011942403,1979.844,6090000.0,3076.0,380625.0,,95136.0,9.77824e-05,0.1,0.7260665 +150.64,145.9476,0.018294659,1979.2343,6100000.0,3082.0,381250.0,,95296.0,9.75264e-05,0.1,0.7109137 +152.04,146.217,-0.003162784,1979.268,6110000.0,3087.0,381875.0,,95456.0,9.72704e-05,0.1,0.78111154 +150.84,146.50668,0.0059197554,1979.3014,6120000.0,3092.0,382500.0,,95616.0,9.70144e-05,0.1,0.82936823 +152.56,146.8057,0.007145058,1979.3348,6130000.0,3097.0,383125.0,,95776.0,9.67584e-05,0.1,0.759358 +152.55,147.1198,0.021751627,1979.3682,6140000.0,3102.0,383750.0,,95936.0,9.65024e-05,0.1,0.711902 +147.79,147.3898,0.005735625,1980.0386,6150000.0,3106.0,384375.0,,96064.0,9.62976e-05,0.1,0.7753045 +155.08,147.7378,0.012381971,1980.0707,6160000.0,3111.0,385000.0,,96224.0,9.60416e-05,0.1,0.70697355 +154.47,148.1059,0.0069600632,1980.7384,6170000.0,3115.0,385625.0,,96384.0,9.57856e-05,0.1,0.777616 +152.83,148.4934,0.018019155,1980.7693,6180000.0,3120.0,386250.0,,96544.0,9.55296e-05,0.1,0.6826654 +158.36,148.9087,0.03082133,1980.8,6190000.0,3125.0,386875.0,,96704.0,9.52736e-05,0.1,0.6842644 +163.78,149.38771,0.012767185,1981.4637,6200000.0,3129.0,387500.0,,96864.0,9.50176e-05,0.1,0.7301948 +167.87,149.8896,0.030128965,1981.4933,6210000.0,3134.0,388125.0,,97024.0,9.47616e-05,0.1,0.7344037 +170.85,150.42421,-0.0050756405,1981.5228,6220000.0,3139.0,388750.0,,97184.0,9.45056e-05,0.1,0.7334168 +165.55,150.89459,0.02605393,1982.1826,6230000.0,3143.0,389375.0,,97312.0,9.43008e-05,0.1,0.77893966 +162.65,151.3442,0.02087469,1982.8408,6240000.0,3147.0,390000.0,,97472.0,9.40448e-05,0.1,0.70799375 +164.64,151.7638,0.010235833,1982.868,6250000.0,3152.0,390625.0,,97632.0,9.37888e-05,0.1,0.70981836 +164.16,152.1013,0.033701118,1982.8951,6260000.0,3157.0,391250.0,,97792.0,9.35328e-05,0.1,0.7059717 +169.99,152.47421,0.030102432,1982.9222,6270000.0,3162.0,391875.0,,97952.0,9.32768e-05,0.1,0.70550686 +173.53,152.86171,0.0011295144,1982.3232,6280000.0,3168.0,392500.0,,98112.0,9.30208e-05,0.1,0.694276 +176.82,153.2819,0.008349151,1982.3511,6290000.0,3173.0,393125.0,,98272.0,9.27648e-05,0.1,0.5726061 +183.56,153.7754,0.013250353,1982.3789,6300000.0,3178.0,393750.0,,98432.0,9.25088e-05,0.1,0.6297355 +190.52,154.3618,0.022773622,1982.4065,6310000.0,3183.0,394375.0,,98592.0,9.22528e-05,0.1,0.7032961 +197.27,154.9636,0.020700436,1983.0562,6320000.0,3187.0,395000.0,,98720.0,9.2048e-05,0.1,0.6847463 +195.68,155.55678,0.019207047,1983.0828,6330000.0,3192.0,395625.0,,98880.0,9.1792e-05,0.1,0.6528971 +202.68,156.23257,0.03566685,1983.1091,6340000.0,3197.0,396250.0,,99040.0,9.1536e-05,0.1,0.6712829 +204.8,156.88258,0.0047339285,1983.1355,6350000.0,3202.0,396875.0,,99200.0,9.128e-05,0.1,0.6255605 +200.76,157.49559,0.0032033147,1983.1619,6360000.0,3207.0,397500.0,,99360.0,9.1024e-05,0.1,0.66649646 +201.09,158.08258,0.02341266,1982.5708,6370000.0,3213.0,398125.0,,99520.0,9.0768e-05,0.1,0.7010168 +199.93,158.61589,0.025305443,1982.5979,6380000.0,3218.0,398750.0,,99680.0,9.0512e-05,0.1,0.66670334 +200.04,159.087,0.005842911,1982.6249,6390000.0,3223.0,399375.0,,99840.0,9.0256e-05,0.1,0.7289655 +202.82,159.55489,0.016133985,1983.2662,6400000.0,3227.0,400000.0,,100000.0,9e-05,0.1,0.6224867 +208.32,160.0646,0.009230772,1983.9059,6410000.0,3231.0,400625.0,,100128.0,8.97952e-05,0.1,0.6969056 +207.46,160.5973,0.010968481,1983.9308,6420000.0,3236.0,401250.0,,100288.0,8.95392e-05,0.1,0.7000147 +212.18,161.1708,0.022701973,1983.9556,6430000.0,3241.0,401875.0,,100448.0,8.92832e-05,0.1,0.7165605 +209.08,161.71901,0.019516472,1983.3693,6440000.0,3247.0,402500.0,,100608.0,8.90272e-05,0.1,0.69146824 +209.36,162.2391,0.01030675,1984.0049,6450000.0,3251.0,403125.0,,100768.0,8.87712e-05,0.1,0.62097144 +213.81,162.7778,0.013837523,1984.0295,6460000.0,3256.0,403750.0,,100928.0,8.85152e-05,0.1,0.6848389 +219.38,163.2839,0.024365526,1984.054,6470000.0,3261.0,404375.0,,101088.0,8.82592e-05,0.1,0.7188711 +216.6,163.7522,0.015438904,1984.0784,6480000.0,3266.0,405000.0,,101248.0,8.80032e-05,0.1,0.75417674 +210.4,164.15741,0.0026181422,1984.1027,6490000.0,3271.0,405625.0,,101376.0,8.77984e-05,0.1,0.72674775 +205.72,164.52141,0.0045241974,1984.127,6500000.0,3276.0,406250.0,,101536.0,8.75424e-05,0.1,0.75941193 +200.03,164.83731,0.043636326,1984.1511,6510000.0,3281.0,406875.0,,101696.0,8.72864e-05,0.1,0.7470293 +199.24,165.1297,0.010103794,1984.1753,6520000.0,3286.0,407500.0,,101856.0,8.70304e-05,0.1,0.7237054 +199.14,165.43832,0.041219532,1984.1993,6530000.0,3291.0,408125.0,,102016.0,8.67744e-05,0.1,0.7325989 +196.29,165.7832,-0.00065735437,1984.8254,6540000.0,3295.0,408750.0,,102176.0,8.65184e-05,0.1,0.79736245 +194.96,166.1638,0.023275867,1984.8485,6550000.0,3300.0,409375.0,,102336.0,8.62624e-05,0.1,0.77012503 +191.52,166.54971,0.01673707,1984.8715,6560000.0,3305.0,410000.0,,102496.0,8.60064e-05,0.1,0.7668396 +188.61,166.8608,0.019862577,1984.8943,6570000.0,3310.0,410625.0,,102656.0,8.57504e-05,0.1,0.7054281 +183.08,167.1165,0.029626304,1984.917,6580000.0,3315.0,411250.0,,102784.0,8.55456e-05,0.1,0.7323871 +180.03,167.35239,0.010659279,1985.5378,6590000.0,3319.0,411875.0,,102944.0,8.52896e-05,0.1,0.71705306 +175.99,167.58289,0.0108661,1985.5596,6600000.0,3324.0,412500.0,,103104.0,8.50336e-05,0.1,0.7381706 +177.16,167.81522,0.017499726,1986.1779,6610000.0,3328.0,413125.0,,103264.0,8.47776e-05,0.1,0.6461646 +173.54,168.06989,0.023483427,1986.1986,6620000.0,3333.0,413750.0,,103424.0,8.45216e-05,0.1,0.7986133 +166.99,168.30939,0.006062561,1986.2192,6630000.0,3338.0,414375.0,,103584.0,8.42656e-05,0.1,0.81911427 +164.44,168.4294,0.036486574,1986.8342,6640000.0,3342.0,415000.0,,103744.0,8.40096e-05,0.1,0.7708523 +168.57,168.5858,0.016307605,1986.8539,6650000.0,3347.0,415625.0,,103904.0,8.37536e-05,0.1,0.7433754 +171.17,168.7977,0.018778006,1987.4664,6660000.0,3351.0,416250.0,,104032.0,8.35488e-05,0.1,0.755054 +170.38,168.9857,0.032864455,1987.4851,6670000.0,3356.0,416875.0,,104192.0,8.32928e-05,0.1,0.7553454 +169.15,169.15862,0.004877163,1987.5037,6680000.0,3361.0,417500.0,,104352.0,8.30368e-05,0.1,0.8424798 +166.41,169.25182,0.01562983,1987.5223,6690000.0,3366.0,418125.0,,104512.0,8.27808e-05,0.1,0.7371036 +166.13,169.29152,0.008828949,1987.5408,6700000.0,3371.0,418750.0,,104672.0,8.25248e-05,0.1,0.75198025 +167.07,169.32602,0.015954413,1987.5592,6710000.0,3376.0,419375.0,,104832.0,8.22688e-05,0.1,0.73028517 +169.1,169.4383,0.031854436,1988.1656,6720000.0,3380.0,420000.0,,104992.0,8.20128e-05,0.1,0.66068345 +175.77,169.60191,0.007631863,1988.1831,6730000.0,3385.0,420625.0,,105152.0,8.17568e-05,0.1,0.7207971 +177.38,169.7642,0.02373093,1988.7872,6740000.0,3389.0,421250.0,,105312.0,8.15008e-05,0.1,0.7083641 +178.76,169.9342,0.04428756,1988.8037,6750000.0,3394.0,421875.0,,105440.0,8.1296e-05,0.1,0.73444915 +186.87,170.2032,0.008558656,1989.4055,6760000.0,3398.0,422500.0,,105600.0,8.104e-05,0.1,0.7441714 +188.57,170.4862,-0.0010325972,1989.4211,6770000.0,3403.0,423125.0,,105760.0,8.0784e-05,0.1,0.75986964 +174.65,170.61449,0.0221185,1989.4366,6780000.0,3408.0,423750.0,,105920.0,8.0528e-05,0.1,0.71237314 +175.96,170.80641,0.039058805,1989.4521,6790000.0,3413.0,424375.0,,106080.0,8.0272e-05,0.1,0.71713006 +176.06,171.05273,0.013263959,1989.4675,6800000.0,3418.0,425000.0,,106240.0,8.0016e-05,0.1,0.71658397 +171.07,171.20633,-0.003776216,1989.4829,6810000.0,3423.0,425625.0,,106400.0,7.976e-05,0.1,0.7772838 +171.25,171.35512,0.026658438,1989.4983,6820000.0,3428.0,426250.0,,106560.0,7.9504e-05,0.1,0.74628806 +172.35,171.5119,0.013519938,1989.5135,6830000.0,3433.0,426875.0,,106688.0,7.92992e-05,0.1,0.8007246 +174.74,171.6804,0.009256789,1990.1077,6840000.0,3437.0,427500.0,,106848.0,7.90432e-05,0.1,0.78259957 +176.29,171.8582,0.016739806,1990.1221,6850000.0,3442.0,428125.0,,107008.0,7.87872e-05,0.1,0.77649635 +178.11,172.05658,0.017297136,1989.5592,6860000.0,3448.0,428750.0,,107168.0,7.85312e-05,0.1,0.74096143 +172.1,172.21489,0.019312274,1990.1506,6870000.0,3452.0,429375.0,,107328.0,7.82752e-05,0.1,0.7503871 +168.33,172.32129,0.0140463635,1990.1649,6880000.0,3457.0,430000.0,,107488.0,7.80192e-05,0.1,0.7588614 +167.21,172.39859,-0.0039176634,1990.7542,6890000.0,3461.0,430625.0,,107648.0,7.77632e-05,0.1,0.71782875 +168.37,172.5027,0.04603901,1990.7675,6900000.0,3466.0,431250.0,,107808.0,7.75072e-05,0.1,0.7034489 +167.84,172.65923,0.015352509,1990.7808,6910000.0,3471.0,431875.0,,107968.0,7.72512e-05,0.1,0.76592076 +166.01,172.7881,-0.006636518,1991.367,6920000.0,3475.0,432500.0,,108096.0,7.70464e-05,0.1,0.7615054 +169.39,172.9677,0.016446805,1990.8073,6930000.0,3481.0,433125.0,,108256.0,7.67904e-05,0.1,0.77314436 +177.46,173.23422,0.01594462,1991.3917,6940000.0,3485.0,433750.0,,108416.0,7.65344e-05,0.1,0.69935155 +175.48,173.51791,0.008222368,1991.404,6950000.0,3490.0,434375.0,,108576.0,7.62784e-05,0.1,0.7861098 +181.42,173.88383,0.018547535,1991.4163,6960000.0,3495.0,435000.0,,108736.0,7.60224e-05,0.1,0.76488173 +184.12,174.28902,0.004947657,1991.9977,6970000.0,3499.0,435625.0,,108896.0,7.57664e-05,0.1,0.7970788 +183.25,174.724,0.029893365,1992.0092,6980000.0,3504.0,436250.0,,109056.0,7.55104e-05,0.1,0.6950022 +188.37,175.26668,0.030604841,1992.0205,6990000.0,3509.0,436875.0,,109216.0,7.52544e-05,0.1,0.68132895 +191.64,175.8911,0.014180169,1992.0319,7000000.0,3514.0,437500.0,,109344.0,7.50496e-05,0.1,0.7701529 +191.14,176.48491,0.012380984,1992.0432,7010000.0,3519.0,438125.0,,109504.0,7.47936e-05,0.1,0.7779619 +196.14,177.13643,0.029825084,1992.6199,7020000.0,3523.0,438750.0,,109664.0,7.45376e-05,0.1,0.7307671 +198.23,177.76572,0.031210799,1992.6304,7030000.0,3528.0,439375.0,,109824.0,7.42816e-05,0.1,0.7834363 +202.02,178.48082,0.023705207,1992.6409,7040000.0,3533.0,440000.0,,109984.0,7.40256e-05,0.1,0.7966554 +198.88,179.15521,0.033065595,1992.6512,7050000.0,3538.0,440625.0,,110144.0,7.37696e-05,0.1,0.73275626 +198.88,179.79723,0.014664085,1993.2241,7060000.0,3542.0,441250.0,,110304.0,7.35136e-05,0.1,0.7751997 +192.54,180.3784,0.03757509,1993.2338,7070000.0,3547.0,441875.0,,110464.0,7.32576e-05,0.1,0.71641093 +197.05,180.92612,0.011801234,1993.8046,7080000.0,3551.0,442500.0,,110624.0,7.30016e-05,0.1,0.7269737 +190.51,181.4167,0.040498953,1993.8132,7090000.0,3556.0,443125.0,,110752.0,7.27968e-05,0.1,0.6950898 +195.24,181.8627,0.022758393,1993.8219,7100000.0,3561.0,443750.0,,110912.0,7.25408e-05,0.1,0.7209577 +201.75,182.3598,0.04400653,1993.8306,7110000.0,3566.0,444375.0,,111072.0,7.22848e-05,0.1,0.7685535 +200.63,182.85771,0.007421215,1993.8392,7120000.0,3571.0,445000.0,,111232.0,7.20288e-05,0.1,0.76671463 +198.23,183.3144,0.030765243,1993.2905,7130000.0,3577.0,445625.0,,111392.0,7.17728e-05,0.1,0.69664526 +197.17,183.7606,-0.00044545633,1993.2998,7140000.0,3582.0,446250.0,,111552.0,7.15168e-05,0.1,0.7473165 +199.67,184.27942,0.01580988,1993.865,7150000.0,3586.0,446875.0,,111712.0,7.12608e-05,0.1,0.7565682 +194.29,184.67148,0.024828894,1993.8735,7160000.0,3591.0,447500.0,,111872.0,7.10048e-05,0.1,0.7714973 +194.0,185.0668,0.011500202,1993.8821,7170000.0,3596.0,448125.0,,112000.0,7.08e-05,0.1,0.7586415 +191.93,185.4578,0.011399055,1993.8906,7180000.0,3601.0,448750.0,,112160.0,7.0544e-05,0.1,0.7550142 +192.29,185.79707,0.018747522,1993.899,7190000.0,3606.0,449375.0,,112320.0,7.0288e-05,0.1,0.7899592 +185.15,186.0108,0.023706406,1993.9075,7200000.0,3611.0,450000.0,,112480.0,7.0032e-05,0.1,0.70633185 +189.02,186.22229,0.011888935,1993.9159,7210000.0,3616.0,450625.0,,112640.0,6.9776e-05,0.1,0.7618177 +191.16,186.42538,0.0045493627,1994.4751,7220000.0,3620.0,451250.0,,112800.0,6.952e-05,0.1,0.7102283 +193.52,186.7051,0.04570708,1994.4828,7230000.0,3625.0,451875.0,,112960.0,6.9264e-05,0.1,0.6300968 +196.16,187.04019,0.008746167,1994.4904,7240000.0,3630.0,452500.0,,113120.0,6.9008e-05,0.1,0.7772637 +193.29,187.32668,0.0023089128,1994.4979,7250000.0,3635.0,453125.0,,113280.0,6.8752e-05,0.1,0.7765809 +194.3,187.62808,0.023456091,1995.0536,7260000.0,3639.0,453750.0,,113408.0,6.85472e-05,0.1,0.67953646 +187.49,187.8031,0.026961472,1994.5131,7270000.0,3645.0,454375.0,,113568.0,6.82912e-05,0.1,0.7682117 +189.57,187.9635,0.019279229,1994.5205,7280000.0,3650.0,455000.0,,113728.0,6.80352e-05,0.1,0.7714634 +186.93,188.0646,-0.0042602005,1995.0739,7290000.0,3654.0,455625.0,,113888.0,6.77792e-05,0.1,0.7253027 +188.93,188.1183,0.021103939,1995.0806,7300000.0,3659.0,456250.0,,114048.0,6.75232e-05,0.1,0.7359466 +186.95,188.08258,0.023206491,1995.632,7310000.0,3663.0,456875.0,,114208.0,6.72672e-05,0.1,0.7354635 +186.17,187.97159,0.005252645,1995.638,7320000.0,3668.0,457500.0,,114368.0,6.70112e-05,0.1,0.72140574 +183.08,187.84558,0.0040824646,1995.6439,7330000.0,3673.0,458125.0,,114528.0,6.67552e-05,0.1,0.76961 +182.06,187.63939,0.017037,1996.1925,7340000.0,3677.0,458750.0,,114656.0,6.65504e-05,0.1,0.76554215 +184.96,187.44101,0.026299931,1996.1978,7350000.0,3682.0,459375.0,,114816.0,6.62944e-05,0.1,0.7681478 +190.56,187.33902,0.024906628,1996.2029,7360000.0,3687.0,460000.0,,114976.0,6.60384e-05,0.1,0.8139328 +189.7,187.22511,0.011334688,1996.208,7370000.0,3692.0,460625.0,,115136.0,6.57824e-05,0.1,0.7557524 +191.11,187.1369,0.031199675,1996.2131,7380000.0,3697.0,461250.0,,115296.0,6.55264e-05,0.1,0.7402499 +194.55,187.08202,0.011429517,1996.2183,7390000.0,3702.0,461875.0,,115456.0,6.52704e-05,0.1,0.75219274 +192.0,186.97379,-0.00027731576,1996.2234,7400000.0,3707.0,462500.0,,115616.0,6.50144e-05,0.1,0.75127316 +196.27,186.8533,0.026006278,1996.7664,7410000.0,3711.0,463125.0,,115776.0,6.47584e-05,0.1,0.7472642 +201.13,186.79002,0.036811072,1996.7708,7420000.0,3716.0,463750.0,,115936.0,6.45024e-05,0.1,0.7749817 +199.2,186.66022,0.01978798,1997.3118,7430000.0,3720.0,464375.0,,116064.0,6.42976e-05,0.1,0.81764483 +194.97,186.5191,0.033230256,1997.3154,7440000.0,3725.0,465000.0,,116224.0,6.40416e-05,0.1,0.7531337 +191.84,186.3439,0.05987195,1997.3191,7450000.0,3730.0,465625.0,,116384.0,6.37856e-05,0.1,0.569506 +198.66,186.1924,0.022658883,1997.8575,7460000.0,3734.0,466250.0,,116544.0,6.35296e-05,0.1,0.73528683 +204.76,186.0462,0.017187031,1997.8604,7470000.0,3739.0,466875.0,,116704.0,6.32736e-05,0.1,0.6543398 +208.43,185.96451,0.009045064,1997.3298,7480000.0,3745.0,467500.0,,116864.0,6.30176e-05,0.1,0.7747428 +210.09,185.96138,0.030983029,1997.8661,7490000.0,3749.0,468125.0,,117024.0,6.27616e-05,0.1,0.7786528 +209.85,186.0027,0.038658034,1997.8689,7500000.0,3754.0,468750.0,,117184.0,6.25056e-05,0.1,0.7389365 +210.97,186.1121,0.026627673,1998.4034,7510000.0,3758.0,469375.0,,117312.0,6.23008e-05,0.1,0.73467374 +210.25,186.22221,0.009434075,1997.8746,7520000.0,3764.0,470000.0,,117472.0,6.20448e-05,0.1,0.75475234 +212.27,186.35352,0.025196737,1998.4076,7530000.0,3768.0,470625.0,,117632.0,6.17888e-05,0.1,0.7662679 +214.5,186.5356,-0.0019514711,1998.4098,7540000.0,3773.0,471250.0,,117792.0,6.15328e-05,0.1,0.80977523 +213.83,186.72432,0.015445806,1998.4119,7550000.0,3778.0,471875.0,,117952.0,6.12768e-05,0.1,0.75368106 +206.42,186.8733,0.024710895,1998.414,7560000.0,3783.0,472500.0,,118112.0,6.10208e-05,0.1,0.8218918 +204.71,187.03432,0.008089025,1998.9437,7570000.0,3787.0,473125.0,,118272.0,6.07648e-05,0.1,0.76394546 +202.18,187.22531,0.019384772,1998.9452,7580000.0,3792.0,473750.0,,118432.0,6.05088e-05,0.1,0.72734356 +200.58,187.43082,0.023842748,1998.9465,7590000.0,3797.0,474375.0,,118592.0,6.02528e-05,0.1,0.77945256 +201.06,187.68152,-0.0012900049,1999.4739,7600000.0,3801.0,475000.0,,118720.0,6.0048e-05,0.1,0.84602255 +195.21,187.86203,0.0069973995,1999.4745,7610000.0,3806.0,475625.0,,118880.0,5.9792e-05,0.1,0.7977048 +198.52,188.11182,0.0031447788,2000.0,7620000.0,3810.0,476250.0,,119040.0,5.9536e-05,0.1,0.7748246 +197.82,188.42012,0.014385511,2000.0,7630000.0,3815.0,476875.0,,119200.0,5.928e-05,0.1,0.7193564 +188.97,188.66544,0.033149056,1999.4766,7640000.0,3821.0,477500.0,,119360.0,5.9024e-05,0.1,0.7241144 +194.71,188.92682,0.012984274,1999.4773,7650000.0,3826.0,478125.0,,119520.0,5.8768e-05,0.1,0.785252 +192.46,189.13974,0.018524643,1999.4779,7660000.0,3831.0,478750.0,,119680.0,5.8512e-05,0.1,0.7288786 +196.68,189.40271,0.030845664,1999.4786,7670000.0,3836.0,479375.0,,119840.0,5.8256e-05,0.1,0.8139395 +199.91,189.71031,0.028942164,2000.0,7680000.0,3840.0,480000.0,,120000.0,5.8e-05,0.1,0.7239837 +203.96,190.08582,0.008080363,2000.0,7690000.0,3845.0,480625.0,,120128.0,5.77952e-05,0.1,0.7546773 +202.56,190.4501,0.021827215,2000.5197,7700000.0,3849.0,481250.0,,120288.0,5.75392e-05,0.1,0.73395306 +207.88,190.85822,0.017854044,2000.5189,7710000.0,3854.0,481875.0,,120448.0,5.72832e-05,0.1,0.6942334 +210.49,191.27213,0.015876506,2000.5183,7720000.0,3859.0,482500.0,,120608.0,5.70272e-05,0.1,0.77837074 +211.45,191.6289,0.031977475,2000.0,7730000.0,3865.0,483125.0,,120768.0,5.67712e-05,0.1,0.79523647 +211.96,191.9747,0.011190991,2000.0,7740000.0,3870.0,483750.0,,120928.0,5.65152e-05,0.1,0.7635192 +211.29,192.3,0.021308677,2000.5162,7750000.0,3874.0,484375.0,,121088.0,5.62592e-05,0.1,0.72143364 +209.41,192.52539,0.037977226,2000.5156,7760000.0,3879.0,485000.0,,121248.0,5.60032e-05,0.1,0.7509543 +213.04,192.7701,-0.003130944,2001.0302,7770000.0,3883.0,485625.0,,121376.0,5.57984e-05,0.1,0.73181236 +218.61,193.20969,0.016375132,2001.0288,7780000.0,3888.0,486250.0,,121536.0,5.55424e-05,0.1,0.6841074 +217.72,193.62729,0.022273684,2001.5416,7790000.0,3892.0,486875.0,,121696.0,5.52864e-05,0.1,0.7583494 +217.71,194.04381,0.0248317,2001.5397,7800000.0,3897.0,487500.0,,121856.0,5.50304e-05,0.1,0.7706265 +217.07,194.50381,0.02454935,2001.5377,7810000.0,3902.0,488125.0,,122016.0,5.47744e-05,0.1,0.77644813 +211.76,194.9089,0.0008008956,2001.5356,7820000.0,3907.0,488750.0,,122176.0,5.45184e-05,0.1,0.8061357 +214.74,195.33281,0.013995621,2002.0455,7830000.0,3911.0,489375.0,,122336.0,5.42624e-05,0.1,0.7610769 +210.11,195.68648,0.034179367,2002.0428,7840000.0,3916.0,490000.0,,122496.0,5.40064e-05,0.1,0.73194945 +209.62,196.01979,0.011787393,2002.0403,7850000.0,3921.0,490625.0,,122656.0,5.37504e-05,0.1,0.7203248 +209.93,196.33797,0.0060475003,2002.5477,7860000.0,3925.0,491250.0,,122784.0,5.35456e-05,0.1,0.7859138 +203.02,196.64717,0.038556997,2002.5446,7870000.0,3930.0,491875.0,,122944.0,5.32896e-05,0.1,0.7425166 +198.02,196.94408,0.03154668,2002.5413,7880000.0,3935.0,492500.0,,123104.0,5.30336e-05,0.1,0.7232877 +196.42,197.23619,0.021450983,2002.5381,7890000.0,3940.0,493125.0,,123264.0,5.27776e-05,0.1,0.72125864 +205.34,197.60588,0.009015736,2002.5349,7900000.0,3945.0,493750.0,,123424.0,5.25216e-05,0.1,0.7387483 +206.29,197.99037,0.01900688,2002.5316,7910000.0,3950.0,494375.0,,123584.0,5.22656e-05,0.1,0.7030976 +205.12,198.38148,0.009665605,2002.5284,7920000.0,3955.0,495000.0,,123744.0,5.20096e-05,0.1,0.76283693 +210.38,198.79138,0.039962407,2003.0311,7930000.0,3959.0,495625.0,,123904.0,5.17536e-05,0.1,0.76943207 +214.59,199.16269,0.021312902,2003.5327,7940000.0,3963.0,496250.0,,124032.0,5.15488e-05,0.1,0.73230404 +217.7,199.58488,0.037049294,2003.5282,7950000.0,3968.0,496875.0,,124192.0,5.12928e-05,0.1,0.6881654 +219.33,199.964,0.005857501,2003.5238,7960000.0,3973.0,497500.0,,124352.0,5.10368e-05,0.1,0.729468 +215.43,200.27708,0.021919329,2003.5194,7970000.0,3978.0,498125.0,,124512.0,5.07808e-05,0.1,0.7236382 +213.49,200.5795,0.017672997,2003.5149,7980000.0,3983.0,498750.0,,124672.0,5.05248e-05,0.1,0.779664 +216.23,200.85811,0.01018278,2003.5105,7990000.0,3988.0,499375.0,,124832.0,5.02688e-05,0.1,0.7228193 +216.26,201.1043,0.05899204,2004.008,8000000.0,3992.0,500000.0,,124992.0,5.00128e-05,0.1,0.6660008 +222.86,201.42151,0.015542334,2004.003,8010000.0,3997.0,500625.0,,125152.0,4.97568e-05,0.1,0.70307124 +230.5,201.76509,0.024964305,2003.998,8020000.0,4002.0,501250.0,,125312.0,4.95008e-05,0.1,0.69790745 +226.83,202.05109,0.030651815,2004.4933,8030000.0,4006.0,501875.0,,125440.0,4.9296e-05,0.1,0.74678993 +234.58,202.37668,0.0079948325,2004.4877,8040000.0,4011.0,502500.0,,125600.0,4.904e-05,0.1,0.7047566 +235.48,202.74272,0.045996092,2004.482,8050000.0,4016.0,503125.0,,125760.0,4.8784e-05,0.1,0.70464736 +240.02,203.1541,0.020969726,2004.9751,8060000.0,4020.0,503750.0,,125920.0,4.8528e-05,0.1,0.76147294 +243.92,203.66791,0.028022178,2004.969,8070000.0,4025.0,504375.0,,126080.0,4.8272e-05,0.1,0.6899222 +244.23,204.13971,0.038246244,2004.9628,8080000.0,4030.0,505000.0,,126240.0,4.8016e-05,0.1,0.7124348 +250.81,204.74272,0.033750407,2004.9567,8090000.0,4035.0,505625.0,,126400.0,4.776e-05,0.1,0.8159833 +244.52,205.2355,0.020413851,2005.4469,8100000.0,4039.0,506250.0,,126560.0,4.7504e-05,0.1,0.7374089 +243.48,205.65283,0.036121458,2005.4402,8110000.0,4044.0,506875.0,,126688.0,4.72992e-05,0.1,0.6729165 +240.9,206.05553,0.016320752,2005.9288,8120000.0,4048.0,507500.0,,126848.0,4.70432e-05,0.1,0.7383819 +241.75,206.49072,0.004971377,2005.9215,8130000.0,4053.0,508125.0,,127008.0,4.67872e-05,0.1,0.71920156 +240.28,206.92181,0.040027924,2005.9142,8140000.0,4058.0,508750.0,,127168.0,4.65312e-05,0.1,0.726578 +240.28,207.32791,0.019925268,2005.907,8150000.0,4063.0,509375.0,,127328.0,4.62752e-05,0.1,0.7566693 +246.05,207.8455,0.020845769,2006.393,8160000.0,4067.0,510000.0,,127488.0,4.60192e-05,0.1,0.7469528 +239.7,208.3025,0.043694697,2006.385,8170000.0,4072.0,510625.0,,127648.0,4.57632e-05,0.1,0.6750731 +242.6,208.8092,0.012004704,2006.3772,8180000.0,4077.0,511250.0,,127808.0,4.55072e-05,0.1,0.78489375 +243.24,209.31871,0.031784672,2006.3694,8190000.0,4082.0,511875.0,,127968.0,4.52512e-05,0.1,0.7675409 +242.27,209.88988,0.0305831,2006.8527,8200000.0,4086.0,512500.0,,128096.0,4.50464e-05,0.1,0.7331818 +242.56,210.4253,0.0055062063,2007.335,8210000.0,4090.0,513125.0,,128256.0,4.47904e-05,0.1,0.728246 +240.97,210.92342,0.04368436,2007.326,8220000.0,4095.0,513750.0,,128416.0,4.45344e-05,0.1,0.7063283 +242.65,211.4147,-0.005246525,2007.317,8230000.0,4100.0,514375.0,,128576.0,4.42784e-05,0.1,0.8175943 +240.45,211.8576,0.039965205,2007.3081,8240000.0,4105.0,515000.0,,128736.0,4.40224e-05,0.1,0.67250305 +233.9,212.26373,0.045913395,2007.2993,8250000.0,4110.0,515625.0,,128896.0,4.37664e-05,0.1,0.64487827 +235.02,212.6709,0.0110929245,2006.8027,8260000.0,4116.0,516250.0,,129056.0,4.35104e-05,0.1,0.7302531 +234.67,213.1427,0.005410377,2007.2815,8270000.0,4120.0,516875.0,,129216.0,4.32544e-05,0.1,0.7733872 +234.53,213.59229,0.00969645,2007.7594,8280000.0,4124.0,517500.0,,129344.0,4.30496e-05,0.1,0.7358773 +230.38,214.02681,0.015408582,2007.75,8290000.0,4129.0,518125.0,,129504.0,4.27936e-05,0.1,0.69668126 +232.48,214.46231,0.02516579,2008.2264,8300000.0,4133.0,518750.0,,129664.0,4.25376e-05,0.1,0.7416861 +231.27,214.9055,0.028584769,2008.2166,8310000.0,4138.0,519375.0,,129824.0,4.22816e-05,0.1,0.75157 +228.69,215.3307,0.035160713,2007.722,8320000.0,4144.0,520000.0,,129984.0,4.20256e-05,0.1,0.683126 +236.7,215.8669,0.047054462,2007.7126,8330000.0,4149.0,520625.0,,130144.0,4.17696e-05,0.1,0.6688863 +233.99,216.38618,0.008162221,2007.7034,8340000.0,4154.0,521250.0,,130304.0,4.15136e-05,0.1,0.81908596 +232.06,216.85721,0.031136055,2007.6942,8350000.0,4159.0,521875.0,,130464.0,4.12576e-05,0.1,0.71062076 +226.77,217.2193,0.024240876,2007.6849,8360000.0,4164.0,522500.0,,130624.0,4.10016e-05,0.1,0.77054584 +224.69,217.5692,0.08450219,2008.1573,8370000.0,4168.0,523125.0,,130752.0,4.07968e-05,0.1,0.7071204 +223.55,217.89362,0.026549498,2008.1476,8380000.0,4173.0,523750.0,,130912.0,4.05408e-05,0.1,0.7615756 +220.83,218.1564,0.016288565,2008.1378,8390000.0,4178.0,524375.0,,131072.0,4.02848e-05,0.1,0.72532713 +218.01,218.4165,0.026253555,2008.6083,8400000.0,4182.0,525000.0,,131232.0,4.00288e-05,0.1,0.71749234 +225.3,218.7068,0.03191231,2008.598,8410000.0,4187.0,525625.0,,131392.0,3.97728e-05,0.1,0.70820284 +228.82,218.9837,0.03407239,2008.5878,8420000.0,4192.0,526250.0,,131552.0,3.95168e-05,0.1,0.7459332 +226.63,219.25801,0.022138704,2009.0563,8430000.0,4196.0,526875.0,,131712.0,3.92608e-05,0.1,0.7093735 +228.44,219.59271,0.015958883,2009.0454,8440000.0,4201.0,527500.0,,131872.0,3.90048e-05,0.1,0.7978482 +228.69,219.9612,0.055123556,2009.0347,8450000.0,4206.0,528125.0,,132000.0,3.88e-05,0.1,0.71131724 +232.44,220.29898,0.05009022,2009.0239,8460000.0,4211.0,528750.0,,132160.0,3.8544e-05,0.1,0.718444 +232.11,220.57248,0.01632417,2009.0133,8470000.0,4216.0,529375.0,,132320.0,3.8288e-05,0.1,0.7727765 +230.36,220.79176,0.016566904,2009.0026,8480000.0,4221.0,530000.0,,132480.0,3.8032e-05,0.1,0.7698629 +232.28,221.01367,0.061224457,2009.4674,8490000.0,4225.0,530625.0,,132640.0,3.7776e-05,0.1,0.69978213 +227.91,221.19427,0.016209988,2009.4563,8500000.0,4230.0,531250.0,,132800.0,3.752e-05,0.1,0.7761796 +234.87,221.43329,0.041937854,2008.9707,8510000.0,4236.0,531875.0,,132960.0,3.7264e-05,0.1,0.73211205 +237.81,221.7089,0.02807591,2008.9602,8520000.0,4241.0,532500.0,,133120.0,3.7008e-05,0.1,0.701382 +242.54,222.0116,0.0036956882,2008.9496,8530000.0,4246.0,533125.0,,133280.0,3.6752e-05,0.1,0.8037206 +238.83,222.2549,0.06158762,2009.4117,8540000.0,4250.0,533750.0,,133408.0,3.65472e-05,0.1,0.7094362 +244.0,222.5566,0.0043681758,2009.4008,8550000.0,4255.0,534375.0,,133568.0,3.62912e-05,0.1,0.7779361 +245.95,222.95189,0.019471588,2009.3896,8560000.0,4260.0,535000.0,,133728.0,3.60352e-05,0.1,0.7734841 +244.52,223.35,0.021102594,2009.3787,8570000.0,4265.0,535625.0,,133888.0,3.57792e-05,0.1,0.77690184 +238.78,223.716,0.0060293716,2009.3677,8580000.0,4270.0,536250.0,,134048.0,3.55232e-05,0.1,0.7683432 +232.74,224.03758,0.0019134737,2009.3567,8590000.0,4275.0,536875.0,,134208.0,3.52672e-05,0.1,0.7810402 +231.09,224.33789,0.020961385,2009.3458,8600000.0,4280.0,537500.0,,134368.0,3.50112e-05,0.1,0.74564475 +228.69,224.6727,0.030718645,2009.3348,8610000.0,4285.0,538125.0,,134528.0,3.47552e-05,0.1,0.7046505 +225.27,224.9402,0.031321175,2009.7925,8620000.0,4289.0,538750.0,,134656.0,3.45504e-05,0.1,0.75729096 +221.51,225.1771,0.026069054,2009.3131,8630000.0,4295.0,539375.0,,134816.0,3.42944e-05,0.1,0.72584987 +225.37,225.54108,0.016297545,2009.3024,8640000.0,4300.0,540000.0,,134976.0,3.40384e-05,0.1,0.7483777 +226.25,225.85649,0.024454206,2009.2915,8650000.0,4305.0,540625.0,,135136.0,3.37824e-05,0.1,0.7832879 +229.31,226.225,0.021671379,2009.2808,8660000.0,4310.0,541250.0,,135296.0,3.35264e-05,0.1,0.70355576 +231.72,226.57541,0.023907196,2009.7357,8670000.0,4314.0,541875.0,,135456.0,3.32704e-05,0.1,0.73510325 +233.01,226.9064,-0.002162014,2009.7245,8680000.0,4319.0,542500.0,,135616.0,3.30144e-05,0.1,0.7328396 +233.98,227.20662,0.06358057,2009.7133,8690000.0,4324.0,543125.0,,135776.0,3.27584e-05,0.1,0.7105842 +235.54,227.5364,0.050959576,2009.702,8700000.0,4329.0,543750.0,,135936.0,3.25024e-05,0.1,0.6797055 +236.32,227.8208,0.019011216,2010.1547,8710000.0,4333.0,544375.0,,136064.0,3.22976e-05,0.1,0.76739347 +238.53,228.1012,0.05172178,2010.143,8720000.0,4338.0,545000.0,,136224.0,3.20416e-05,0.1,0.7695111 +241.81,228.4048,0.019891396,2010.1312,8730000.0,4343.0,545625.0,,136384.0,3.17856e-05,0.1,0.7631953 +239.24,228.67761,0.01521234,2010.1196,8740000.0,4348.0,546250.0,,136544.0,3.15296e-05,0.1,0.7528553 +243.47,228.99942,0.016310465,2010.108,8750000.0,4353.0,546875.0,,136704.0,3.12736e-05,0.1,0.81462824 +249.16,229.39693,0.028835837,2010.5577,8760000.0,4357.0,547500.0,,136864.0,3.10176e-05,0.1,0.77333885 +254.3,229.80952,0.011164846,2010.5457,8770000.0,4362.0,548125.0,,137024.0,3.07616e-05,0.1,0.78292656 +255.26,230.17601,0.033986844,2010.5336,8780000.0,4367.0,548750.0,,137184.0,3.05056e-05,0.1,0.68262506 +253.58,230.5346,0.039489463,2010.5215,8790000.0,4372.0,549375.0,,137312.0,3.03008e-05,0.1,0.7904232 +263.15,230.989,0.04447218,2010.9689,8800000.0,4376.0,550000.0,,137472.0,3.00448e-05,0.1,0.7343985 +265.75,231.4758,0.030429652,2010.9564,8810000.0,4381.0,550625.0,,137632.0,2.97888e-05,0.1,0.7207729 +262.23,231.98051,0.022959668,2010.944,8820000.0,4386.0,551250.0,,137792.0,2.95328e-05,0.1,0.8191033 +266.83,232.50142,0.00639615,2010.9314,8830000.0,4391.0,551875.0,,137952.0,2.92768e-05,0.1,0.75750005 +260.3,233.0033,0.03254565,2010.9191,8840000.0,4396.0,552500.0,,138112.0,2.90208e-05,0.1,0.76124656 +258.7,233.49413,0.040927242,2011.3636,8850000.0,4400.0,553125.0,,138272.0,2.87648e-05,0.1,0.7485347 +255.95,233.95428,0.008462202,2011.3507,8860000.0,4405.0,553750.0,,138432.0,2.85088e-05,0.1,0.77231777 +253.73,234.46141,0.011516071,2011.3379,8870000.0,4410.0,554375.0,,138592.0,2.82528e-05,0.1,0.7989525 +253.8,235.0192,0.03727611,2011.7806,8880000.0,4414.0,555000.0,,138720.0,2.8048e-05,0.1,0.7862121 +248.53,235.5403,0.012641115,2011.7673,8890000.0,4419.0,555625.0,,138880.0,2.7792e-05,0.1,0.7863258 +245.37,235.94058,0.012810454,2011.754,8900000.0,4424.0,556250.0,,139040.0,2.7536e-05,0.1,0.7693391 +245.08,236.32849,0.04478571,2011.7408,8910000.0,4429.0,556875.0,,139200.0,2.728e-05,0.1,0.76232815 +247.35,236.75078,0.024972916,2011.7275,8920000.0,4434.0,557500.0,,139360.0,2.7024e-05,0.1,0.7824284 +252.1,237.16797,0.03145836,2011.2612,8930000.0,4440.0,558125.0,,139520.0,2.6768e-05,0.1,0.67133534 +252.73,237.5494,0.026108203,2010.7963,8940000.0,4446.0,558750.0,,139680.0,2.6512e-05,0.1,0.8103491 +251.79,237.89027,0.047795117,2010.784,8950000.0,4451.0,559375.0,,139840.0,2.6256e-05,0.1,0.7281642 +249.8,238.19498,0.019998537,2010.772,8960000.0,4456.0,560000.0,,140000.0,2.6e-05,0.1,0.7159585 +254.59,238.58661,0.023445088,2011.2108,8970000.0,4460.0,560625.0,,140128.0,2.57952e-05,0.1,0.74546605 +251.74,238.9691,0.023911508,2011.1982,8980000.0,4465.0,561250.0,,140288.0,2.55392e-05,0.1,0.68464005 +249.39,239.30072,0.036507305,2011.1857,8990000.0,4470.0,561875.0,,140448.0,2.52832e-05,0.1,0.7199409 +249.41,239.6322,0.038438708,2011.1732,9000000.0,4475.0,562500.0,,140608.0,2.50272e-05,0.1,0.724241 +255.17,239.9553,0.037158016,2011.1608,9010000.0,4480.0,563125.0,,140768.0,2.47712e-05,0.1,0.7588916 +252.33,240.1736,0.043138023,2011.1483,9020000.0,4485.0,563750.0,,140928.0,2.45152e-05,0.1,0.6978433 +252.84,240.43372,0.034373157,2011.1359,9030000.0,4490.0,564375.0,,141088.0,2.42592e-05,0.1,0.76746863 +247.41,240.562,0.035984624,2011.1234,9040000.0,4495.0,565000.0,,141248.0,2.40032e-05,0.1,0.759191 +249.41,240.70131,0.019466408,2011.1111,9050000.0,4500.0,565625.0,,141376.0,2.37984e-05,0.1,0.7348083 +245.04,240.75148,0.020578934,2011.0988,9060000.0,4505.0,566250.0,,141536.0,2.35424e-05,0.1,0.71759516 +248.67,240.79901,0.032801185,2011.0864,9070000.0,4510.0,566875.0,,141696.0,2.32864e-05,0.1,0.78843784 +249.47,240.85141,0.010083277,2011.5198,9080000.0,4514.0,567500.0,,141856.0,2.30304e-05,0.1,0.78361994 +247.53,240.81857,0.017853294,2011.507,9090000.0,4519.0,568125.0,,142016.0,2.27744e-05,0.1,0.616873 +252.12,240.8946,0.03757393,2011.4943,9100000.0,4524.0,568750.0,,142176.0,2.25184e-05,0.1,0.6430384 +250.21,240.9619,0.0494685,2011.4816,9110000.0,4529.0,569375.0,,142336.0,2.22624e-05,0.1,0.7110568 +249.33,241.04619,0.009395393,2011.9126,9120000.0,4533.0,570000.0,,142496.0,2.20064e-05,0.1,0.8116819 +246.33,241.09201,0.042160243,2011.8995,9130000.0,4538.0,570625.0,,142656.0,2.17504e-05,0.1,0.7781795 +247.81,241.16733,0.02585949,2012.3293,9140000.0,4542.0,571250.0,,142784.0,2.15456e-05,0.1,0.6940945 +255.37,241.3182,0.02586636,2012.3158,9150000.0,4547.0,571875.0,,142944.0,2.12896e-05,0.1,0.74064696 +255.43,241.41199,0.017405663,2012.7445,9160000.0,4551.0,572500.0,,143104.0,2.10336e-05,0.1,0.8025908 +257.36,241.5886,0.034114316,2012.7305,9170000.0,4556.0,573125.0,,143264.0,2.07776e-05,0.1,0.7693991 +257.48,241.7374,0.042275436,2012.7166,9180000.0,4561.0,573750.0,,143424.0,2.05216e-05,0.1,0.7342411 +252.25,241.8275,0.0199907,2012.7026,9190000.0,4566.0,574375.0,,143584.0,2.02656e-05,0.1,0.7503446 +254.91,241.9539,0.04470392,2012.6887,9200000.0,4571.0,575000.0,,143744.0,2.00096e-05,0.1,0.7068354 +250.73,242.03563,0.024082586,2012.6748,9210000.0,4576.0,575625.0,,143904.0,1.97536e-05,0.1,0.8296889 +249.37,242.11958,0.030255396,2013.1005,9220000.0,4580.0,576250.0,,144032.0,1.95488e-05,0.1,0.7394604 +252.56,242.2187,0.0495269,2013.0862,9230000.0,4585.0,576875.0,,144192.0,1.92928e-05,0.1,0.5841402 +258.68,242.40097,0.03221778,2013.5106,9240000.0,4589.0,577500.0,,144352.0,1.90368e-05,0.1,0.70242923 +257.33,242.6353,0.012526128,2013.4958,9250000.0,4594.0,578125.0,,144512.0,1.87808e-05,0.1,0.6816144 +260.49,242.89,0.014530917,2013.4812,9260000.0,4599.0,578750.0,,144672.0,1.85248e-05,0.1,0.7329212 +266.63,243.20961,0.037598334,2013.0293,9270000.0,4605.0,579375.0,,144832.0,1.82688e-05,0.1,0.6710402 +262.56,243.48993,0.018499166,2013.4519,9280000.0,4609.0,580000.0,,144992.0,1.80128e-05,0.1,0.66896933 +266.25,243.84862,0.046153426,2013.4374,9290000.0,4614.0,580625.0,,145152.0,1.77568e-05,0.1,0.6467612 +264.38,244.16763,0.04371603,2013.4229,9300000.0,4619.0,581250.0,,145312.0,1.75008e-05,0.1,0.7126676 +270.73,244.56223,0.017590646,2013.8439,9310000.0,4623.0,581875.0,,145440.0,1.7296e-05,0.1,0.7598062 +270.73,244.98264,0.041713476,2013.8289,9320000.0,4628.0,582500.0,,145600.0,1.704e-05,0.1,0.7554174 +270.42,245.31982,0.07019617,2013.814,9330000.0,4633.0,583125.0,,145760.0,1.6784e-05,0.1,0.6759561 +272.18,245.7017,0.007863831,2014.2334,9340000.0,4637.0,583750.0,,145920.0,1.6528e-05,0.1,0.7747468 +272.35,246.10461,0.021269144,2014.218,9350000.0,4642.0,584375.0,,146080.0,1.6272e-05,0.1,0.7725472 +268.23,246.5192,0.049530186,2014.2028,9360000.0,4647.0,585000.0,,146240.0,1.6016e-05,0.1,0.587143 +276.54,247.03769,0.014499862,2014.6205,9370000.0,4651.0,585625.0,,146400.0,1.576e-05,0.1,0.71370345 +278.77,247.58989,0.026393708,2015.0376,9380000.0,4655.0,586250.0,,146560.0,1.5504e-05,0.1,0.72951496 +276.36,248.1452,0.059656188,2015.454,9390000.0,4659.0,586875.0,,146688.0,1.52992e-05,0.1,0.6670095 +284.61,248.81117,0.04314632,2015.8696,9400000.0,4663.0,587500.0,,146848.0,1.50432e-05,0.1,0.6839556 +291.83,249.47649,0.029483097,2016.2845,9410000.0,4667.0,588125.0,,147008.0,1.47872e-05,0.1,0.72162634 +289.51,250.08337,0.026759686,2016.6987,9420000.0,4671.0,588750.0,,147168.0,1.45312e-05,0.1,0.7603099 +286.8,250.6851,0.059462853,2017.1123,9430000.0,4675.0,589375.0,,147328.0,1.42752e-05,0.1,0.7364545 +286.18,251.2625,0.033101317,2017.094,9440000.0,4680.0,590000.0,,147488.0,1.40192e-05,0.1,0.70229495 +286.71,251.84271,0.024410408,2017.5063,9450000.0,4684.0,590625.0,,147648.0,1.37632e-05,0.1,0.6951802 +277.82,252.29652,0.025326181,2017.9181,9460000.0,4688.0,591250.0,,147808.0,1.35072e-05,0.1,0.69360334 +280.13,252.77672,0.017306311,2018.3291,9470000.0,4692.0,591875.0,,147968.0,1.32512e-05,0.1,0.71413505 +280.42,253.2773,0.01958044,2018.7394,9480000.0,4696.0,592500.0,,148096.0,1.30464e-05,0.1,0.779279 +278.14,253.73592,0.054933168,2019.5786,9490000.0,4699.0,593125.0,,148256.0,1.27904e-05,0.1,0.7229296 +281.05,254.26732,0.041333612,2019.9872,9500000.0,4703.0,593750.0,,148416.0,1.25344e-05,0.1,0.75280666 +279.26,254.71121,0.027154058,2020.3951,9510000.0,4707.0,594375.0,,148576.0,1.22784e-05,0.1,0.66833043 +278.58,255.11891,0.07395717,2020.8024,9520000.0,4711.0,595000.0,,148736.0,1.20224e-05,0.1,0.62232363 +280.83,255.50182,0.024162028,2021.2089,9530000.0,4715.0,595625.0,,148896.0,1.17664e-05,0.1,0.66659576 +286.01,255.97359,0.032813556,2021.6147,9540000.0,4719.0,596250.0,,149056.0,1.15104e-05,0.1,0.71572137 +283.83,256.3719,0.022672169,2022.0199,9550000.0,4723.0,596875.0,,149216.0,1.12544e-05,0.1,0.7790786 +279.76,256.71,0.05441917,2022.8523,9560000.0,4726.0,597500.0,,149344.0,1.10496e-05,0.1,0.72931373 +280.16,257.06638,0.0146583645,2023.2559,9570000.0,4730.0,598125.0,,149504.0,1.07936e-05,0.1,0.7664683 +282.61,257.5047,0.051396392,2023.6587,9580000.0,4734.0,598750.0,,149664.0,1.05376e-05,0.1,0.73840904 +274.95,257.9268,0.013441576,2024.0608,9590000.0,4738.0,599375.0,,149824.0,1.02816e-05,0.1,0.69622624 +273.79,258.3538,0.04062598,2024.4623,9600000.0,4742.0,600000.0,,149984.0,1.00256e-05,0.1,0.71727425 +277.81,258.84497,0.030650226,2024.863,9610000.0,4746.0,600625.0,,150144.0,9.7696e-06,0.1,0.67576003 +279.79,259.39017,0.029159855,2025.2632,9620000.0,4750.0,601250.0,,150304.0,9.5136e-06,0.1,0.6978458 +279.65,259.9716,0.05589058,2025.6626,9630000.0,4754.0,601875.0,,150464.0,9.2576e-06,0.1,0.66347265 +278.42,260.50208,0.06821818,2026.0614,9640000.0,4758.0,602500.0,,150624.0,9.0016e-06,0.1,0.63965595 +290.0,261.1396,0.02600992,2026.8851,9650000.0,4761.0,603125.0,,150752.0,8.7968e-06,0.1,0.7317896 +290.2,261.74847,0.025375172,2027.2822,9660000.0,4765.0,603750.0,,150912.0,8.5408e-06,0.1,0.64273036 +285.69,262.28818,0.02751366,2027.6787,9670000.0,4769.0,604375.0,,151072.0,8.2848e-06,0.1,0.6696879 +287.73,262.8354,0.03826033,2028.4996,9680000.0,4772.0,605000.0,,151232.0,8.0288e-06,0.1,0.73431015 +287.62,263.37177,0.058942195,2028.8945,9690000.0,4776.0,605625.0,,151392.0,7.7728e-06,0.1,0.7434764 +287.35,263.8899,0.039147384,2029.2887,9700000.0,4780.0,606250.0,,151552.0,7.5168e-06,0.1,0.6713456 +290.43,264.43097,0.050889693,2030.1066,9710000.0,4783.0,606875.0,,151712.0,7.2608e-06,0.1,0.6864717 +293.15,264.97717,0.057545315,2030.4993,9720000.0,4787.0,607500.0,,151872.0,7.0048e-06,0.1,0.6746207 +287.46,265.43372,0.033857733,2030.8912,9730000.0,4791.0,608125.0,,152000.0,6.8e-06,0.1,0.5827837 +293.68,265.97812,0.024196116,2031.7063,9740000.0,4794.0,608750.0,,152160.0,6.544e-06,0.1,0.78311026 +293.15,266.4749,0.012764893,2031.6732,9750000.0,4799.0,609375.0,,152320.0,6.288e-06,0.1,0.76025367 +288.15,266.8648,0.02113524,2032.0634,9760000.0,4803.0,610000.0,,152480.0,6.032e-06,0.1,0.71470106 +282.23,267.1441,0.011815259,2032.4526,9770000.0,4807.0,610625.0,,152640.0,5.776e-06,0.1,0.6307087 +290.24,267.4939,0.040425424,2032.8414,9780000.0,4811.0,611250.0,,152800.0,5.52e-06,0.1,0.5795817 +291.5,267.87314,0.02320239,2033.6519,9790000.0,4814.0,611875.0,,152960.0,5.264e-06,0.1,0.6635004 +293.43,268.1759,0.04007527,2034.0391,9800000.0,4818.0,612500.0,,153120.0,5.008e-06,0.1,0.6905156 +292.12,268.43958,0.020769697,2034.4255,9810000.0,4822.0,613125.0,,153280.0,4.752e-06,0.1,0.70825636 +294.1,268.75827,0.0531712,2035.2332,9820000.0,4825.0,613750.0,,153408.0,4.5472e-06,0.1,0.71055436 +297.88,269.0688,0.086704925,2035.6182,9830000.0,4829.0,614375.0,,153568.0,4.2912e-06,0.1,0.60942936 +294.11,269.4069,0.048381735,2036.4238,9840000.0,4832.0,615000.0,,153728.0,4.0352e-06,0.1,0.6985276 +293.8,269.7579,0.024190605,2036.8073,9850000.0,4836.0,615625.0,,153888.0,3.7792e-06,0.1,0.7318844 +290.58,270.10422,0.0381698,2037.1901,9860000.0,4840.0,616250.0,,154048.0,3.5232e-06,0.1,0.7209003 +288.82,270.4551,0.042792484,2037.5723,9870000.0,4844.0,616875.0,,154208.0,3.2672e-06,0.1,0.65622723 +287.26,270.7897,0.021597847,2038.3743,9880000.0,4847.0,617500.0,,154368.0,3.0112e-06,0.1,0.6964462 +290.57,271.21008,0.052727282,2038.7549,9890000.0,4851.0,618125.0,,154528.0,2.7552e-06,0.1,0.7213635 +292.79,271.68427,0.055564526,2039.555,9900000.0,4854.0,618750.0,,154656.0,2.5504e-06,0.1,0.64058685 +291.12,272.14468,0.040755972,2039.9341,9910000.0,4858.0,619375.0,,154816.0,2.2944e-06,0.1,0.6818241 +293.47,272.6059,0.0110657895,2040.3126,9920000.0,4862.0,620000.0,,154976.0,2.0384e-06,0.1,0.718297 +286.84,272.95328,0.048527017,2040.6906,9930000.0,4866.0,620625.0,,155136.0,1.7824e-06,0.1,0.6501104 +287.52,273.30118,0.030395249,2041.0677,9940000.0,4870.0,621250.0,,155296.0,1.5264e-06,0.1,0.6225324 +297.8,273.76132,0.045375425,2041.4445,9950000.0,4874.0,621875.0,,155456.0,1.2704e-06,0.1,0.69300395 +300.76,274.2709,0.05048522,2041.8204,9960000.0,4878.0,622500.0,,155616.0,1.0144e-06,0.1,0.66491663 +305.97,274.7847,0.07353324,2042.1958,9970000.0,4882.0,623125.0,,155776.0,7.584e-07,0.1,0.6728338 +305.75,275.3248,0.03506765,2042.5706,9980000.0,4886.0,623750.0,,155936.0,5.024e-07,0.1,0.73451436 +305.49,275.8858,0.01919042,2042.9448,9990000.0,4890.0,624375.0,,156064.0,2.976e-07,0.1,0.6823126 +302.87,276.4204,0.061685223,2043.736,10000000.0,4893.0,625000.0,,156224.0,4.16e-08,0.1,0.59688073 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_eval.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..db099b8d837ceb607f9fd86d4e55751273878e76 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 276.42041015625, + "strength": 132.58709716796875, + "max_strength": 304.760009765625, + "final_strength": 301.6600036621094, + "sample_efficiency": 1.813869943134705e-07, + "training_efficiency": 1.1614261893555522e-05, + "stability": 0.9932172298431396 + }, + "local": { + "mean_returns": [ + 1.204545497894287, + 1.46875, + 1.7699999809265137, + 2.009999990463257, + 2.140000104904175, + 2.319999933242798, + 2.2799999713897705, + 2.2300000190734863, + 2.1500000953674316, + 2.319999933242798, + 2.390000104904175, + 2.2899999618530273, + 2.2100000381469727, + 2.200000047683716, + 2.0999999046325684, + 2.0999999046325684, + 2.2100000381469727, + 2.180000066757202, + 2.2899999618530273, + 2.369999885559082, + 2.259999990463257, + 2.0399999618530273, + 2.130000114440918, + 2.25, + 2.259999990463257, + 2.319999933242798, + 2.5299999713897705, + 2.809999942779541, + 3.2300000190734863, + 3.490000009536743, + 3.9200000762939453, + 4.440000057220459, + 4.75, + 5.210000038146973, + 5.489999771118164, + 5.900000095367432, + 6.420000076293945, + 6.630000114440918, + 6.929999828338623, + 7.159999847412109, + 7.349999904632568, + 7.980000019073486, + 8.329999923706055, + 8.739999771118164, + 8.880000114440918, + 8.9399995803833, + 8.84000015258789, + 9.199999809265137, + 9.350000381469727, + 9.970000267028809, + 10.40999984741211, + 11.210000038146973, + 11.489999771118164, + 11.510000228881836, + 11.739999771118164, + 11.880000114440918, + 11.65999984741211, + 11.8100004196167, + 11.979999542236328, + 12.039999961853027, + 12.289999961853027, + 12.539999961853027, + 12.449999809265137, + 12.569999694824219, + 12.479999542236328, + 12.880000114440918, + 12.609999656677246, + 12.989999771118164, + 13.079999923706055, + 13.289999961853027, + 13.380000114440918, + 13.449999809265137, + 13.539999961853027, + 13.859999656677246, + 13.569999694824219, + 13.470000267028809, + 14.3100004196167, + 14.279999732971191, + 14.5, + 14.529999732971191, + 14.829999923706055, + 15.039999961853027, + 14.5600004196167, + 14.930000305175781, + 15.34000015258789, + 15.180000305175781, + 15.880000114440918, + 16.06999969482422, + 16.309999465942383, + 16.649999618530273, + 15.979999542236328, + 15.829999923706055, + 15.5, + 15.609999656677246, + 15.949999809265137, + 15.399999618530273, + 16.190000534057617, + 16.229999542236328, + 16.350000381469727, + 16.190000534057617, + 16.139999389648438, + 17.200000762939453, + 17.329999923706055, + 17.5, + 17.729999542236328, + 18.25, + 18.969999313354492, + 19.09000015258789, + 19.270000457763672, + 19.280000686645508, + 19.229999542236328, + 19.139999389648438, + 18.90999984741211, + 19.100000381469727, + 18.450000762939453, + 18.540000915527344, + 18.850000381469727, + 19.030000686645508, + 19.5, + 19.190000534057617, + 19.31999969482422, + 19.739999771118164, + 20.030000686645508, + 20.8799991607666, + 21.030000686645508, + 21.31999969482422, + 22.09000015258789, + 22.469999313354492, + 23.149999618530273, + 23.649999618530273, + 23.68000030517578, + 24.0, + 24.09000015258789, + 23.940000534057617, + 24.030000686645508, + 24.389999389648438, + 23.649999618530273, + 24.209999084472656, + 23.450000762939453, + 23.559999465942383, + 23.790000915527344, + 23.899999618530273, + 25.229999542236328, + 28.5, + 28.950000762939453, + 29.110000610351562, + 29.209999084472656, + 29.040000915527344, + 28.90999984741211, + 28.989999771118164, + 28.709999084472656, + 26.079999923706055, + 25.889999389648438, + 26.18000030517578, + 26.450000762939453, + 26.770000457763672, + 26.270000457763672, + 26.43000030517578, + 26.1299991607666, + 25.209999084472656, + 24.450000762939453, + 24.600000381469727, + 24.8700008392334, + 25.020000457763672, + 25.940000534057617, + 26.719999313354492, + 26.8799991607666, + 27.889999389648438, + 29.280000686645508, + 30.049999237060547, + 30.829999923706055, + 31.229999542236328, + 31.850000381469727, + 32.459999084472656, + 33.220001220703125, + 33.09000015258789, + 33.7599983215332, + 33.959999084472656, + 34.2599983215332, + 34.15999984741211, + 34.9900016784668, + 37.119998931884766, + 37.34000015258789, + 36.779998779296875, + 36.5099983215332, + 37.72999954223633, + 38.150001525878906, + 39.52000045776367, + 39.68000030517578, + 41.720001220703125, + 42.91999816894531, + 43.060001373291016, + 42.41999816894531, + 43.75, + 45.040000915527344, + 45.209999084472656, + 45.70000076293945, + 45.86000061035156, + 44.5099983215332, + 44.33000183105469, + 43.88999938964844, + 43.54999923706055, + 43.529998779296875, + 44.040000915527344, + 44.439998626708984, + 43.779998779296875, + 43.34000015258789, + 44.560001373291016, + 44.02000045776367, + 45.33000183105469, + 45.47999954223633, + 44.09000015258789, + 44.099998474121094, + 43.470001220703125, + 42.97999954223633, + 42.790000915527344, + 44.619998931884766, + 45.189998626708984, + 45.119998931884766, + 45.68000030517578, + 45.45000076293945, + 46.04999923706055, + 45.959999084472656, + 48.33000183105469, + 47.040000915527344, + 46.810001373291016, + 48.2400016784668, + 46.33000183105469, + 44.400001525878906, + 43.61000061035156, + 43.16999816894531, + 43.68000030517578, + 42.86000061035156, + 44.619998931884766, + 43.72999954223633, + 44.400001525878906, + 45.66999816894531, + 45.189998626708984, + 46.22999954223633, + 47.0099983215332, + 47.290000915527344, + 48.400001525878906, + 49.619998931884766, + 49.75, + 49.90999984741211, + 48.619998931884766, + 49.16999816894531, + 49.400001525878906, + 51.119998931884766, + 52.38999938964844, + 52.56999969482422, + 54.5, + 54.720001220703125, + 53.56999969482422, + 52.599998474121094, + 54.0, + 58.11000061035156, + 59.02000045776367, + 58.529998779296875, + 57.810001373291016, + 56.4900016784668, + 57.75, + 56.81999969482422, + 56.22999954223633, + 57.31999969482422, + 58.36000061035156, + 62.0, + 61.47999954223633, + 59.060001373291016, + 58.9900016784668, + 60.529998779296875, + 62.79999923706055, + 63.02000045776367, + 60.349998474121094, + 60.65999984741211, + 63.220001220703125, + 65.66000366210938, + 66.81999969482422, + 67.04000091552734, + 65.2699966430664, + 66.48999786376953, + 67.26000213623047, + 68.30000305175781, + 67.80000305175781, + 67.9000015258789, + 70.61000061035156, + 75.48999786376953, + 75.86000061035156, + 73.80000305175781, + 70.66999816894531, + 68.54000091552734, + 70.37000274658203, + 70.41000366210938, + 70.6500015258789, + 71.19000244140625, + 73.30000305175781, + 75.47000122070312, + 76.16000366210938, + 72.66999816894531, + 74.48999786376953, + 75.38999938964844, + 76.41000366210938, + 79.26000213623047, + 80.87999725341797, + 81.01000213623047, + 81.93000030517578, + 86.25, + 87.69999694824219, + 87.5199966430664, + 85.83999633789062, + 86.47000122070312, + 86.4000015258789, + 83.88999938964844, + 83.62999725341797, + 83.29000091552734, + 82.62999725341797, + 79.76000213623047, + 79.08999633789062, + 79.47000122070312, + 78.05000305175781, + 77.37000274658203, + 71.19000244140625, + 72.94999694824219, + 71.0199966430664, + 72.06999969482422, + 71.61000061035156, + 73.20999908447266, + 75.83999633789062, + 77.93000030517578, + 82.12999725341797, + 84.37999725341797, + 84.83000183105469, + 82.54000091552734, + 84.54000091552734, + 90.83999633789062, + 91.36000061035156, + 91.18000030517578, + 93.44000244140625, + 95.5999984741211, + 95.33000183105469, + 95.58000183105469, + 95.58000183105469, + 93.58000183105469, + 90.7300033569336, + 95.43000030517578, + 95.62000274658203, + 97.16000366210938, + 94.97000122070312, + 91.48999786376953, + 96.63999938964844, + 98.69000244140625, + 98.0, + 96.75, + 95.76000213623047, + 98.3499984741211, + 97.11000061035156, + 94.5, + 96.54000091552734, + 96.27999877929688, + 94.29000091552734, + 96.0199966430664, + 98.11000061035156, + 97.69000244140625, + 98.56999969482422, + 99.81999969482422, + 97.29000091552734, + 100.41999816894531, + 100.81999969482422, + 99.58999633789062, + 99.55000305175781, + 100.22000122070312, + 98.2699966430664, + 94.58999633789062, + 97.0199966430664, + 92.55999755859375, + 95.47000122070312, + 96.20999908447266, + 94.02999877929688, + 91.94000244140625, + 94.08999633789062, + 92.30999755859375, + 93.80000305175781, + 97.12999725341797, + 96.80999755859375, + 98.0999984741211, + 101.16000366210938, + 102.5999984741211, + 103.30000305175781, + 105.61000061035156, + 103.20999908447266, + 103.58000183105469, + 99.19999694824219, + 98.45999908447266, + 98.87999725341797, + 96.4800033569336, + 100.4000015258789, + 97.95999908447266, + 102.81999969482422, + 107.70999908447266, + 105.33000183105469, + 111.4000015258789, + 109.04000091552734, + 105.76000213623047, + 107.41999816894531, + 107.48999786376953, + 106.44999694824219, + 106.13999938964844, + 110.41999816894531, + 111.37999725341797, + 111.1500015258789, + 107.66000366210938, + 106.44000244140625, + 100.16000366210938, + 103.52999877929688, + 99.97000122070312, + 101.4000015258789, + 101.48999786376953, + 101.12999725341797, + 102.0199966430664, + 102.69000244140625, + 103.55000305175781, + 101.02999877929688, + 99.44999694824219, + 100.19000244140625, + 97.4800033569336, + 96.0, + 97.83000183105469, + 96.80999755859375, + 100.44000244140625, + 102.16000366210938, + 105.94999694824219, + 105.62999725341797, + 105.62000274658203, + 105.80000305175781, + 106.12000274658203, + 107.2699966430664, + 110.98999786376953, + 109.66999816894531, + 110.58999633789062, + 114.63999938964844, + 109.97000122070312, + 107.51000213623047, + 103.41000366210938, + 102.68000030517578, + 104.36000061035156, + 105.81999969482422, + 108.44999694824219, + 109.87000274658203, + 113.63999938964844, + 115.87000274658203, + 115.08000183105469, + 112.79000091552734, + 120.20999908447266, + 121.12999725341797, + 118.91000366210938, + 123.56999969482422, + 123.9800033569336, + 130.5399932861328, + 132.6199951171875, + 130.4600067138672, + 133.39999389648438, + 131.72000122070312, + 130.27000427246094, + 127.98999786376953, + 124.52999877929688, + 125.68000030517578, + 125.62999725341797, + 122.47000122070312, + 120.87999725341797, + 123.83999633789062, + 126.11000061035156, + 125.62999725341797, + 117.66999816894531, + 116.23999786376953, + 116.80000305175781, + 118.38999938964844, + 121.37999725341797, + 121.77999877929688, + 119.62000274658203, + 121.91999816894531, + 121.91999816894531, + 123.55999755859375, + 128.86000061035156, + 127.94999694824219, + 122.93000030517578, + 123.11000061035156, + 124.77999877929688, + 128.6300048828125, + 126.41999816894531, + 127.30000305175781, + 120.48999786376953, + 121.33000183105469, + 123.66000366210938, + 129.5500030517578, + 132.42999267578125, + 137.36000061035156, + 134.7899932861328, + 132.27000427246094, + 136.32000732421875, + 137.02000427246094, + 136.52000427246094, + 143.5500030517578, + 139.85000610351562, + 145.91000366210938, + 144.99000549316406, + 145.02999877929688, + 144.72999572753906, + 136.63999938964844, + 135.47000122070312, + 131.07000732421875, + 125.0999984741211, + 121.87000274658203, + 122.66000366210938, + 121.13999938964844, + 120.79000091552734, + 120.27999877929688, + 117.66000366210938, + 114.08000183105469, + 116.83000183105469, + 115.87999725341797, + 117.68000030517578, + 117.38999938964844, + 118.51000213623047, + 117.69000244140625, + 122.68000030517578, + 130.41000366210938, + 132.6999969482422, + 134.77999877929688, + 134.8000030517578, + 134.2100067138672, + 131.8800048828125, + 137.08999633789062, + 136.36000061035156, + 135.10000610351562, + 139.8000030517578, + 139.4600067138672, + 142.38999938964844, + 146.60000610351562, + 152.92999267578125, + 156.02999877929688, + 157.35000610351562, + 154.19000244140625, + 154.8300018310547, + 154.25999450683594, + 157.35000610351562, + 159.94000244140625, + 168.77000427246094, + 169.77000427246094, + 169.8800048828125, + 169.32000732421875, + 168.44000244140625, + 170.0, + 168.27999877929688, + 161.8000030517578, + 156.89999389648438, + 152.92999267578125, + 157.5, + 157.50999450683594, + 156.44000244140625, + 152.94000244140625, + 153.92999267578125, + 148.07000732421875, + 143.0399932861328, + 152.44000244140625, + 152.92999267578125, + 149.97999572753906, + 151.5800018310547, + 151.86000061035156, + 157.08999633789062, + 162.16000366210938, + 163.6199951171875, + 157.8699951171875, + 159.41000366210938, + 161.14999389648438, + 161.75999450683594, + 159.97000122070312, + 160.27000427246094, + 161.82000732421875, + 156.77000427246094, + 151.42999267578125, + 155.7100067138672, + 156.3699951171875, + 156.6699981689453, + 157.88999938964844, + 158.50999450683594, + 158.27000427246094, + 156.27000427246094, + 157.69000244140625, + 159.47999572753906, + 157.9600067138672, + 152.19000244140625, + 153.1199951171875, + 151.42999267578125, + 150.80999755859375, + 147.11000061035156, + 144.8300018310547, + 143.60000610351562, + 139.75, + 134.10000610351562, + 129.1999969482422, + 131.75999450683594, + 130.99000549316406, + 135.3000030517578, + 130.50999450683594, + 131.44000244140625, + 134.67999267578125, + 134.4199981689453, + 142.27999877929688, + 141.4499969482422, + 150.63999938964844, + 152.0399932861328, + 150.83999633789062, + 152.55999755859375, + 152.5500030517578, + 147.7899932861328, + 155.0800018310547, + 154.47000122070312, + 152.8300018310547, + 158.36000061035156, + 163.77999877929688, + 167.8699951171875, + 170.85000610351562, + 165.5500030517578, + 162.64999389648438, + 164.63999938964844, + 164.16000366210938, + 169.99000549316406, + 173.52999877929688, + 176.82000732421875, + 183.55999755859375, + 190.52000427246094, + 197.27000427246094, + 195.67999267578125, + 202.67999267578125, + 204.8000030517578, + 200.75999450683594, + 201.08999633789062, + 199.92999267578125, + 200.0399932861328, + 202.82000732421875, + 208.32000732421875, + 207.4600067138672, + 212.17999267578125, + 209.0800018310547, + 209.36000061035156, + 213.80999755859375, + 219.3800048828125, + 216.60000610351562, + 210.39999389648438, + 205.72000122070312, + 200.02999877929688, + 199.24000549316406, + 199.13999938964844, + 196.2899932861328, + 194.9600067138672, + 191.52000427246094, + 188.61000061035156, + 183.0800018310547, + 180.02999877929688, + 175.99000549316406, + 177.16000366210938, + 173.5399932861328, + 166.99000549316406, + 164.44000244140625, + 168.57000732421875, + 171.1699981689453, + 170.3800048828125, + 169.14999389648438, + 166.41000366210938, + 166.1300048828125, + 167.07000732421875, + 169.10000610351562, + 175.77000427246094, + 177.3800048828125, + 178.75999450683594, + 186.8699951171875, + 188.57000732421875, + 174.64999389648438, + 175.9600067138672, + 176.05999755859375, + 171.07000732421875, + 171.25, + 172.35000610351562, + 174.74000549316406, + 176.2899932861328, + 178.11000061035156, + 172.10000610351562, + 168.3300018310547, + 167.2100067138672, + 168.3699951171875, + 167.83999633789062, + 166.00999450683594, + 169.38999938964844, + 177.4600067138672, + 175.47999572753906, + 181.4199981689453, + 184.1199951171875, + 183.25, + 188.3699951171875, + 191.63999938964844, + 191.13999938964844, + 196.13999938964844, + 198.22999572753906, + 202.02000427246094, + 198.8800048828125, + 198.8800048828125, + 192.5399932861328, + 197.0500030517578, + 190.50999450683594, + 195.24000549316406, + 201.75, + 200.6300048828125, + 198.22999572753906, + 197.1699981689453, + 199.6699981689453, + 194.2899932861328, + 194.0, + 191.92999267578125, + 192.2899932861328, + 185.14999389648438, + 189.02000427246094, + 191.16000366210938, + 193.52000427246094, + 196.16000366210938, + 193.2899932861328, + 194.3000030517578, + 187.49000549316406, + 189.57000732421875, + 186.92999267578125, + 188.92999267578125, + 186.9499969482422, + 186.1699981689453, + 183.0800018310547, + 182.05999755859375, + 184.9600067138672, + 190.55999755859375, + 189.6999969482422, + 191.11000061035156, + 194.5500030517578, + 192.0, + 196.27000427246094, + 201.1300048828125, + 199.1999969482422, + 194.97000122070312, + 191.83999633789062, + 198.66000366210938, + 204.75999450683594, + 208.42999267578125, + 210.08999633789062, + 209.85000610351562, + 210.97000122070312, + 210.25, + 212.27000427246094, + 214.5, + 213.8300018310547, + 206.4199981689453, + 204.7100067138672, + 202.17999267578125, + 200.5800018310547, + 201.05999755859375, + 195.2100067138672, + 198.52000427246094, + 197.82000732421875, + 188.97000122070312, + 194.7100067138672, + 192.4600067138672, + 196.67999267578125, + 199.91000366210938, + 203.9600067138672, + 202.55999755859375, + 207.8800048828125, + 210.49000549316406, + 211.4499969482422, + 211.9600067138672, + 211.2899932861328, + 209.41000366210938, + 213.0399932861328, + 218.61000061035156, + 217.72000122070312, + 217.7100067138672, + 217.07000732421875, + 211.75999450683594, + 214.74000549316406, + 210.11000061035156, + 209.6199951171875, + 209.92999267578125, + 203.02000427246094, + 198.02000427246094, + 196.4199981689453, + 205.33999633789062, + 206.2899932861328, + 205.1199951171875, + 210.3800048828125, + 214.58999633789062, + 217.6999969482422, + 219.3300018310547, + 215.42999267578125, + 213.49000549316406, + 216.22999572753906, + 216.25999450683594, + 222.86000061035156, + 230.5, + 226.8300018310547, + 234.5800018310547, + 235.47999572753906, + 240.02000427246094, + 243.9199981689453, + 244.22999572753906, + 250.80999755859375, + 244.52000427246094, + 243.47999572753906, + 240.89999389648438, + 241.75, + 240.27999877929688, + 240.27999877929688, + 246.0500030517578, + 239.6999969482422, + 242.60000610351562, + 243.24000549316406, + 242.27000427246094, + 242.55999755859375, + 240.97000122070312, + 242.64999389648438, + 240.4499969482422, + 233.89999389648438, + 235.02000427246094, + 234.6699981689453, + 234.52999877929688, + 230.3800048828125, + 232.47999572753906, + 231.27000427246094, + 228.69000244140625, + 236.6999969482422, + 233.99000549316406, + 232.05999755859375, + 226.77000427246094, + 224.69000244140625, + 223.5500030517578, + 220.8300018310547, + 218.00999450683594, + 225.3000030517578, + 228.82000732421875, + 226.6300048828125, + 228.44000244140625, + 228.69000244140625, + 232.44000244140625, + 232.11000061035156, + 230.36000061035156, + 232.27999877929688, + 227.91000366210938, + 234.8699951171875, + 237.80999755859375, + 242.5399932861328, + 238.8300018310547, + 244.0, + 245.9499969482422, + 244.52000427246094, + 238.77999877929688, + 232.74000549316406, + 231.08999633789062, + 228.69000244140625, + 225.27000427246094, + 221.50999450683594, + 225.3699951171875, + 226.25, + 229.30999755859375, + 231.72000122070312, + 233.00999450683594, + 233.97999572753906, + 235.5399932861328, + 236.32000732421875, + 238.52999877929688, + 241.80999755859375, + 239.24000549316406, + 243.47000122070312, + 249.16000366210938, + 254.3000030517578, + 255.25999450683594, + 253.5800018310547, + 263.1499938964844, + 265.75, + 262.2300109863281, + 266.8299865722656, + 260.29998779296875, + 258.70001220703125, + 255.9499969482422, + 253.72999572753906, + 253.8000030517578, + 248.52999877929688, + 245.3699951171875, + 245.0800018310547, + 247.35000610351562, + 252.10000610351562, + 252.72999572753906, + 251.7899932861328, + 249.8000030517578, + 254.58999633789062, + 251.74000549316406, + 249.38999938964844, + 249.41000366210938, + 255.1699981689453, + 252.3300018310547, + 252.83999633789062, + 247.41000366210938, + 249.41000366210938, + 245.0399932861328, + 248.6699981689453, + 249.47000122070312, + 247.52999877929688, + 252.1199951171875, + 250.2100067138672, + 249.3300018310547, + 246.3300018310547, + 247.80999755859375, + 255.3699951171875, + 255.42999267578125, + 257.3599853515625, + 257.4800109863281, + 252.25, + 254.91000366210938, + 250.72999572753906, + 249.3699951171875, + 252.55999755859375, + 258.67999267578125, + 257.3299865722656, + 260.489990234375, + 266.6300048828125, + 262.55999755859375, + 266.25, + 264.3800048828125, + 270.7300109863281, + 270.7300109863281, + 270.4200134277344, + 272.17999267578125, + 272.3500061035156, + 268.2300109863281, + 276.5400085449219, + 278.7699890136719, + 276.3599853515625, + 284.6099853515625, + 291.8299865722656, + 289.510009765625, + 286.79998779296875, + 286.17999267578125, + 286.7099914550781, + 277.82000732421875, + 280.1300048828125, + 280.4200134277344, + 278.1400146484375, + 281.04998779296875, + 279.260009765625, + 278.5799865722656, + 280.8299865722656, + 286.010009765625, + 283.8299865722656, + 279.760009765625, + 280.1600036621094, + 282.6099853515625, + 274.95001220703125, + 273.7900085449219, + 277.80999755859375, + 279.7900085449219, + 279.6499938964844, + 278.4200134277344, + 290.0, + 290.20001220703125, + 285.69000244140625, + 287.7300109863281, + 287.6199951171875, + 287.3500061035156, + 290.42999267578125, + 293.1499938964844, + 287.4599914550781, + 293.67999267578125, + 293.1499938964844, + 288.1499938964844, + 282.2300109863281, + 290.239990234375, + 291.5, + 293.42999267578125, + 292.1199951171875, + 294.1000061035156, + 297.8800048828125, + 294.1099853515625, + 293.79998779296875, + 290.5799865722656, + 288.82000732421875, + 287.260009765625, + 290.57000732421875, + 292.7900085449219, + 291.1199951171875, + 293.4700012207031, + 286.8399963378906, + 287.5199890136719, + 297.79998779296875, + 300.760009765625, + 305.9700012207031, + 305.75, + 305.489990234375, + 302.8699951171875 + ], + "strengths": [ + -0.005454540252685547, + 0.25874996185302734, + 0.559999942779541, + 0.7999999523162842, + 0.9300000667572021, + 1.1099998950958252, + 1.0699999332427979, + 1.0199999809265137, + 0.940000057220459, + 1.1099998950958252, + 1.1800000667572021, + 1.0799999237060547, + 1.0, + 0.9900000095367432, + 0.8899998664855957, + 0.8899998664855957, + 1.0, + 0.9700000286102295, + 1.0799999237060547, + 1.1599998474121094, + 1.0499999523162842, + 0.8299999237060547, + 0.9200000762939453, + 1.0399999618530273, + 1.0499999523162842, + 1.1099998950958252, + 1.3199999332427979, + 1.5999999046325684, + 2.0199999809265137, + 2.2799999713897705, + 2.7100000381469727, + 3.2300000190734863, + 3.5399999618530273, + 4.0, + 4.279999732971191, + 4.690000057220459, + 5.210000038146973, + 5.420000076293945, + 5.71999979019165, + 5.949999809265137, + 6.139999866485596, + 6.769999980926514, + 7.119999885559082, + 7.529999732971191, + 7.670000076293945, + 7.729999542236328, + 7.630000114440918, + 7.989999771118164, + 8.140000343322754, + 8.760000228881836, + 9.199999809265137, + 10.0, + 10.279999732971191, + 10.300000190734863, + 10.529999732971191, + 10.670000076293945, + 10.449999809265137, + 10.600000381469727, + 10.769999504089355, + 10.829999923706055, + 11.079999923706055, + 11.329999923706055, + 11.239999771118164, + 11.359999656677246, + 11.269999504089355, + 11.670000076293945, + 11.399999618530273, + 11.779999732971191, + 11.869999885559082, + 12.079999923706055, + 12.170000076293945, + 12.239999771118164, + 12.329999923706055, + 12.649999618530273, + 12.359999656677246, + 12.260000228881836, + 13.100000381469727, + 13.069999694824219, + 13.289999961853027, + 13.319999694824219, + 13.619999885559082, + 13.829999923706055, + 13.350000381469727, + 13.720000267028809, + 14.130000114440918, + 13.970000267028809, + 14.670000076293945, + 14.859999656677246, + 15.09999942779541, + 15.4399995803833, + 14.769999504089355, + 14.619999885559082, + 14.289999961853027, + 14.399999618530273, + 14.739999771118164, + 14.1899995803833, + 14.980000495910645, + 15.019999504089355, + 15.140000343322754, + 14.980000495910645, + 14.929999351501465, + 15.99000072479248, + 16.119998931884766, + 16.290000915527344, + 16.520000457763672, + 17.040000915527344, + 17.759998321533203, + 17.880001068115234, + 18.060001373291016, + 18.06999969482422, + 18.020000457763672, + 17.93000030517578, + 17.700000762939453, + 17.889999389648438, + 17.240001678466797, + 17.330001831054688, + 17.639999389648438, + 17.81999969482422, + 18.290000915527344, + 17.979999542236328, + 18.110000610351562, + 18.529998779296875, + 18.81999969482422, + 19.669998168945312, + 19.81999969482422, + 20.110000610351562, + 20.880001068115234, + 21.259998321533203, + 21.939998626708984, + 22.439998626708984, + 22.470001220703125, + 22.790000915527344, + 22.880001068115234, + 22.729999542236328, + 22.81999969482422, + 23.18000030517578, + 22.439998626708984, + 23.0, + 22.240001678466797, + 22.349998474121094, + 22.580001831054688, + 22.689998626708984, + 24.020000457763672, + 27.290000915527344, + 27.740001678466797, + 27.900001525878906, + 28.0, + 27.830001831054688, + 27.700000762939453, + 27.779998779296875, + 27.5, + 24.869998931884766, + 24.68000030517578, + 24.970001220703125, + 25.240001678466797, + 25.560001373291016, + 25.060001373291016, + 25.220001220703125, + 24.919998168945312, + 24.0, + 23.240001678466797, + 23.389999389648438, + 23.65999984741211, + 23.810001373291016, + 24.729999542236328, + 25.509998321533203, + 25.669998168945312, + 26.68000030517578, + 28.06999969482422, + 28.84000015258789, + 29.619998931884766, + 30.020000457763672, + 30.639999389648438, + 31.25, + 32.01000213623047, + 31.880001068115234, + 32.54999923706055, + 32.75, + 33.04999923706055, + 32.95000076293945, + 33.78000259399414, + 35.90999984741211, + 36.130001068115234, + 35.56999969482422, + 35.29999923706055, + 36.52000045776367, + 36.94000244140625, + 38.310001373291016, + 38.470001220703125, + 40.51000213623047, + 41.709999084472656, + 41.85000228881836, + 41.209999084472656, + 42.540000915527344, + 43.83000183105469, + 44.0, + 44.4900016784668, + 44.650001525878906, + 43.29999923706055, + 43.12000274658203, + 42.68000030517578, + 42.34000015258789, + 42.31999969482422, + 42.83000183105469, + 43.22999954223633, + 42.56999969482422, + 42.130001068115234, + 43.35000228881836, + 42.810001373291016, + 44.12000274658203, + 44.27000045776367, + 42.880001068115234, + 42.88999938964844, + 42.26000213623047, + 41.77000045776367, + 41.58000183105469, + 43.40999984741211, + 43.97999954223633, + 43.90999984741211, + 44.470001220703125, + 44.2400016784668, + 44.84000015258789, + 44.75, + 47.12000274658203, + 45.83000183105469, + 45.60000228881836, + 47.03000259399414, + 45.12000274658203, + 43.19000244140625, + 42.400001525878906, + 41.959999084472656, + 42.470001220703125, + 41.650001525878906, + 43.40999984741211, + 42.52000045776367, + 43.19000244140625, + 44.459999084472656, + 43.97999954223633, + 45.02000045776367, + 45.79999923706055, + 46.08000183105469, + 47.19000244140625, + 48.40999984741211, + 48.540000915527344, + 48.70000076293945, + 47.40999984741211, + 47.959999084472656, + 48.19000244140625, + 49.90999984741211, + 51.18000030517578, + 51.36000061035156, + 53.290000915527344, + 53.51000213623047, + 52.36000061035156, + 51.38999938964844, + 52.790000915527344, + 56.900001525878906, + 57.810001373291016, + 57.31999969482422, + 56.60000228881836, + 55.28000259399414, + 56.540000915527344, + 55.61000061035156, + 55.02000045776367, + 56.11000061035156, + 57.150001525878906, + 60.790000915527344, + 60.27000045776367, + 57.85000228881836, + 57.78000259399414, + 59.31999969482422, + 61.59000015258789, + 61.810001373291016, + 59.13999938964844, + 59.45000076293945, + 62.01000213623047, + 64.45000457763672, + 65.61000061035156, + 65.83000183105469, + 64.05999755859375, + 65.27999877929688, + 66.05000305175781, + 67.09000396728516, + 66.59000396728516, + 66.69000244140625, + 69.4000015258789, + 74.27999877929688, + 74.6500015258789, + 72.59000396728516, + 69.45999908447266, + 67.33000183105469, + 69.16000366210938, + 69.20000457763672, + 69.44000244140625, + 69.9800033569336, + 72.09000396728516, + 74.26000213623047, + 74.95000457763672, + 71.45999908447266, + 73.27999877929688, + 74.18000030517578, + 75.20000457763672, + 78.05000305175781, + 79.66999816894531, + 79.80000305175781, + 80.72000122070312, + 85.04000091552734, + 86.48999786376953, + 86.30999755859375, + 84.62999725341797, + 85.26000213623047, + 85.19000244140625, + 82.68000030517578, + 82.41999816894531, + 82.08000183105469, + 81.41999816894531, + 78.55000305175781, + 77.87999725341797, + 78.26000213623047, + 76.84000396728516, + 76.16000366210938, + 69.9800033569336, + 71.73999786376953, + 69.80999755859375, + 70.86000061035156, + 70.4000015258789, + 72.0, + 74.62999725341797, + 76.72000122070312, + 80.91999816894531, + 83.16999816894531, + 83.62000274658203, + 81.33000183105469, + 83.33000183105469, + 89.62999725341797, + 90.1500015258789, + 89.97000122070312, + 92.2300033569336, + 94.38999938964844, + 94.12000274658203, + 94.37000274658203, + 94.37000274658203, + 92.37000274658203, + 89.52000427246094, + 94.22000122070312, + 94.41000366210938, + 95.95000457763672, + 93.76000213623047, + 90.27999877929688, + 95.43000030517578, + 97.4800033569336, + 96.79000091552734, + 95.54000091552734, + 94.55000305175781, + 97.13999938964844, + 95.9000015258789, + 93.29000091552734, + 95.33000183105469, + 95.06999969482422, + 93.08000183105469, + 94.80999755859375, + 96.9000015258789, + 96.4800033569336, + 97.36000061035156, + 98.61000061035156, + 96.08000183105469, + 99.20999908447266, + 99.61000061035156, + 98.37999725341797, + 98.34000396728516, + 99.01000213623047, + 97.05999755859375, + 93.37999725341797, + 95.80999755859375, + 91.3499984741211, + 94.26000213623047, + 95.0, + 92.81999969482422, + 90.7300033569336, + 92.87999725341797, + 91.0999984741211, + 92.59000396728516, + 95.91999816894531, + 95.5999984741211, + 96.88999938964844, + 99.95000457763672, + 101.38999938964844, + 102.09000396728516, + 104.4000015258789, + 102.0, + 102.37000274658203, + 97.98999786376953, + 97.25, + 97.66999816894531, + 95.27000427246094, + 99.19000244140625, + 96.75, + 101.61000061035156, + 106.5, + 104.12000274658203, + 110.19000244140625, + 107.83000183105469, + 104.55000305175781, + 106.20999908447266, + 106.27999877929688, + 105.23999786376953, + 104.93000030517578, + 109.20999908447266, + 110.16999816894531, + 109.94000244140625, + 106.45000457763672, + 105.2300033569336, + 98.95000457763672, + 102.31999969482422, + 98.76000213623047, + 100.19000244140625, + 100.27999877929688, + 99.91999816894531, + 100.80999755859375, + 101.4800033569336, + 102.34000396728516, + 99.81999969482422, + 98.23999786376953, + 98.9800033569336, + 96.27000427246094, + 94.79000091552734, + 96.62000274658203, + 95.5999984741211, + 99.2300033569336, + 100.95000457763672, + 104.73999786376953, + 104.41999816894531, + 104.41000366210938, + 104.59000396728516, + 104.91000366210938, + 106.05999755859375, + 109.77999877929688, + 108.45999908447266, + 109.37999725341797, + 113.43000030517578, + 108.76000213623047, + 106.30000305175781, + 102.20000457763672, + 101.47000122070312, + 103.1500015258789, + 104.61000061035156, + 107.23999786376953, + 108.66000366210938, + 112.43000030517578, + 114.66000366210938, + 113.87000274658203, + 111.58000183105469, + 119.0, + 119.91999816894531, + 117.70000457763672, + 122.36000061035156, + 122.77000427246094, + 129.32998657226562, + 131.4099884033203, + 129.25, + 132.1899871826172, + 130.50999450683594, + 129.05999755859375, + 126.77999877929688, + 123.31999969482422, + 124.47000122070312, + 124.41999816894531, + 121.26000213623047, + 119.66999816894531, + 122.62999725341797, + 124.9000015258789, + 124.41999816894531, + 116.45999908447266, + 115.02999877929688, + 115.59000396728516, + 117.18000030517578, + 120.16999816894531, + 120.56999969482422, + 118.41000366210938, + 120.70999908447266, + 120.70999908447266, + 122.3499984741211, + 127.6500015258789, + 126.73999786376953, + 121.72000122070312, + 121.9000015258789, + 123.56999969482422, + 127.42000579833984, + 125.20999908447266, + 126.09000396728516, + 119.27999877929688, + 120.12000274658203, + 122.45000457763672, + 128.33999633789062, + 131.21998596191406, + 136.14999389648438, + 133.57998657226562, + 131.05999755859375, + 135.11000061035156, + 135.80999755859375, + 135.30999755859375, + 142.33999633789062, + 138.63999938964844, + 144.6999969482422, + 143.77999877929688, + 143.8199920654297, + 143.51998901367188, + 135.42999267578125, + 134.25999450683594, + 129.86000061035156, + 123.88999938964844, + 120.66000366210938, + 121.45000457763672, + 119.93000030517578, + 119.58000183105469, + 119.06999969482422, + 116.45000457763672, + 112.87000274658203, + 115.62000274658203, + 114.66999816894531, + 116.47000122070312, + 116.18000030517578, + 117.30000305175781, + 116.4800033569336, + 121.47000122070312, + 129.1999969482422, + 131.489990234375, + 133.5699920654297, + 133.58999633789062, + 133.0, + 130.6699981689453, + 135.87998962402344, + 135.14999389648438, + 133.88999938964844, + 138.58999633789062, + 138.25, + 141.17999267578125, + 145.38999938964844, + 151.71998596191406, + 154.8199920654297, + 156.13999938964844, + 152.97999572753906, + 153.6199951171875, + 153.04998779296875, + 156.13999938964844, + 158.72999572753906, + 167.55999755859375, + 168.55999755859375, + 168.6699981689453, + 168.11000061035156, + 167.22999572753906, + 168.7899932861328, + 167.0699920654297, + 160.58999633789062, + 155.6899871826172, + 151.71998596191406, + 156.2899932861328, + 156.29998779296875, + 155.22999572753906, + 151.72999572753906, + 152.71998596191406, + 146.86000061035156, + 141.82998657226562, + 151.22999572753906, + 151.71998596191406, + 148.76998901367188, + 150.3699951171875, + 150.64999389648438, + 155.87998962402344, + 160.9499969482422, + 162.4099884033203, + 156.6599884033203, + 158.1999969482422, + 159.9399871826172, + 160.54998779296875, + 158.75999450683594, + 159.05999755859375, + 160.61000061035156, + 155.55999755859375, + 150.21998596191406, + 154.5, + 155.1599884033203, + 155.45999145507812, + 156.67999267578125, + 157.29998779296875, + 157.05999755859375, + 155.05999755859375, + 156.47999572753906, + 158.26998901367188, + 156.75, + 150.97999572753906, + 151.9099884033203, + 150.21998596191406, + 149.59999084472656, + 145.89999389648438, + 143.6199951171875, + 142.38999938964844, + 138.5399932861328, + 132.88999938964844, + 127.98999786376953, + 130.54998779296875, + 129.77999877929688, + 134.08999633789062, + 129.29998779296875, + 130.22999572753906, + 133.46998596191406, + 133.20999145507812, + 141.0699920654297, + 140.239990234375, + 149.42999267578125, + 150.82998657226562, + 149.62998962402344, + 151.34999084472656, + 151.33999633789062, + 146.57998657226562, + 153.8699951171875, + 153.25999450683594, + 151.6199951171875, + 157.14999389648438, + 162.5699920654297, + 166.6599884033203, + 169.63999938964844, + 164.33999633789062, + 161.4399871826172, + 163.42999267578125, + 162.9499969482422, + 168.77999877929688, + 172.3199920654297, + 175.61000061035156, + 182.34999084472656, + 189.30999755859375, + 196.05999755859375, + 194.46998596191406, + 201.46998596191406, + 203.58999633789062, + 199.54998779296875, + 199.87998962402344, + 198.71998596191406, + 198.82998657226562, + 201.61000061035156, + 207.11000061035156, + 206.25, + 210.96998596191406, + 207.8699951171875, + 208.14999389648438, + 212.59999084472656, + 218.1699981689453, + 215.38999938964844, + 209.1899871826172, + 204.50999450683594, + 198.8199920654297, + 198.02999877929688, + 197.92999267578125, + 195.07998657226562, + 193.75, + 190.30999755859375, + 187.39999389648438, + 181.8699951171875, + 178.8199920654297, + 174.77999877929688, + 175.9499969482422, + 172.32998657226562, + 165.77999877929688, + 163.22999572753906, + 167.36000061035156, + 169.95999145507812, + 169.1699981689453, + 167.9399871826172, + 165.1999969482422, + 164.9199981689453, + 165.86000061035156, + 167.88999938964844, + 174.55999755859375, + 176.1699981689453, + 177.54998779296875, + 185.6599884033203, + 187.36000061035156, + 173.4399871826172, + 174.75, + 174.84999084472656, + 169.86000061035156, + 170.0399932861328, + 171.13999938964844, + 173.52999877929688, + 175.07998657226562, + 176.89999389648438, + 170.88999938964844, + 167.1199951171875, + 166.0, + 167.1599884033203, + 166.62998962402344, + 164.79998779296875, + 168.17999267578125, + 176.25, + 174.26998901367188, + 180.20999145507812, + 182.9099884033203, + 182.0399932861328, + 187.1599884033203, + 190.42999267578125, + 189.92999267578125, + 194.92999267578125, + 197.01998901367188, + 200.80999755859375, + 197.6699981689453, + 197.6699981689453, + 191.32998657226562, + 195.83999633789062, + 189.29998779296875, + 194.02999877929688, + 200.5399932861328, + 199.4199981689453, + 197.01998901367188, + 195.95999145507812, + 198.45999145507812, + 193.07998657226562, + 192.7899932861328, + 190.71998596191406, + 191.07998657226562, + 183.9399871826172, + 187.80999755859375, + 189.9499969482422, + 192.30999755859375, + 194.9499969482422, + 192.07998657226562, + 193.08999633789062, + 186.27999877929688, + 188.36000061035156, + 185.71998596191406, + 187.71998596191406, + 185.739990234375, + 184.95999145507812, + 181.8699951171875, + 180.84999084472656, + 183.75, + 189.34999084472656, + 188.489990234375, + 189.89999389648438, + 193.33999633789062, + 190.7899932861328, + 195.05999755859375, + 199.9199981689453, + 197.989990234375, + 193.75999450683594, + 190.62998962402344, + 197.4499969482422, + 203.54998779296875, + 207.21998596191406, + 208.87998962402344, + 208.63999938964844, + 209.75999450683594, + 209.0399932861328, + 211.05999755859375, + 213.2899932861328, + 212.6199951171875, + 205.20999145507812, + 203.5, + 200.96998596191406, + 199.3699951171875, + 199.84999084472656, + 194.0, + 197.30999755859375, + 196.61000061035156, + 187.75999450683594, + 193.5, + 191.25, + 195.46998596191406, + 198.6999969482422, + 202.75, + 201.34999084472656, + 206.6699981689453, + 209.27999877929688, + 210.239990234375, + 210.75, + 210.07998657226562, + 208.1999969482422, + 211.82998657226562, + 217.39999389648438, + 216.50999450683594, + 216.5, + 215.86000061035156, + 210.54998779296875, + 213.52999877929688, + 208.89999389648438, + 208.4099884033203, + 208.71998596191406, + 201.80999755859375, + 196.80999755859375, + 195.20999145507812, + 204.12998962402344, + 205.07998657226562, + 203.9099884033203, + 209.1699981689453, + 213.37998962402344, + 216.489990234375, + 218.1199951171875, + 214.21998596191406, + 212.27999877929688, + 215.01998901367188, + 215.04998779296875, + 221.64999389648438, + 229.2899932861328, + 225.6199951171875, + 233.3699951171875, + 234.26998901367188, + 238.80999755859375, + 242.70999145507812, + 243.01998901367188, + 249.59999084472656, + 243.30999755859375, + 242.26998901367188, + 239.6899871826172, + 240.5399932861328, + 239.0699920654297, + 239.0699920654297, + 244.83999633789062, + 238.489990234375, + 241.38999938964844, + 242.02999877929688, + 241.05999755859375, + 241.34999084472656, + 239.75999450683594, + 241.4399871826172, + 239.239990234375, + 232.6899871826172, + 233.80999755859375, + 233.45999145507812, + 233.3199920654297, + 229.1699981689453, + 231.26998901367188, + 230.05999755859375, + 227.47999572753906, + 235.489990234375, + 232.77999877929688, + 230.84999084472656, + 225.55999755859375, + 223.47999572753906, + 222.33999633789062, + 219.6199951171875, + 216.79998779296875, + 224.08999633789062, + 227.61000061035156, + 225.4199981689453, + 227.22999572753906, + 227.47999572753906, + 231.22999572753906, + 230.89999389648438, + 229.14999389648438, + 231.0699920654297, + 226.6999969482422, + 233.6599884033203, + 236.59999084472656, + 241.32998657226562, + 237.6199951171875, + 242.7899932861328, + 244.739990234375, + 243.30999755859375, + 237.5699920654297, + 231.52999877929688, + 229.87998962402344, + 227.47999572753906, + 224.05999755859375, + 220.29998779296875, + 224.1599884033203, + 225.0399932861328, + 228.09999084472656, + 230.50999450683594, + 231.79998779296875, + 232.76998901367188, + 234.32998657226562, + 235.11000061035156, + 237.3199920654297, + 240.59999084472656, + 238.02999877929688, + 242.25999450683594, + 247.9499969482422, + 253.08999633789062, + 254.04998779296875, + 252.3699951171875, + 261.94000244140625, + 264.5400085449219, + 261.02001953125, + 265.6199951171875, + 259.0899963378906, + 257.4900207519531, + 254.739990234375, + 252.51998901367188, + 252.58999633789062, + 247.3199920654297, + 244.1599884033203, + 243.8699951171875, + 246.13999938964844, + 250.88999938964844, + 251.51998901367188, + 250.57998657226562, + 248.58999633789062, + 253.37998962402344, + 250.52999877929688, + 248.17999267578125, + 248.1999969482422, + 253.95999145507812, + 251.1199951171875, + 251.62998962402344, + 246.1999969482422, + 248.1999969482422, + 243.82998657226562, + 247.45999145507812, + 248.25999450683594, + 246.3199920654297, + 250.9099884033203, + 249.0, + 248.1199951171875, + 245.1199951171875, + 246.59999084472656, + 254.1599884033203, + 254.21998596191406, + 256.1499938964844, + 256.27001953125, + 251.0399932861328, + 253.6999969482422, + 249.51998901367188, + 248.1599884033203, + 251.34999084472656, + 257.4700012207031, + 256.1199951171875, + 259.2799987792969, + 265.4200134277344, + 261.3500061035156, + 265.0400085449219, + 263.1700134277344, + 269.52001953125, + 269.52001953125, + 269.21002197265625, + 270.9700012207031, + 271.1400146484375, + 267.02001953125, + 275.33001708984375, + 277.55999755859375, + 275.1499938964844, + 283.3999938964844, + 290.6199951171875, + 288.3000183105469, + 285.5899963378906, + 284.9700012207031, + 285.5, + 276.6100158691406, + 278.9200134277344, + 279.21002197265625, + 276.9300231933594, + 279.8399963378906, + 278.0500183105469, + 277.3699951171875, + 279.6199951171875, + 284.8000183105469, + 282.6199951171875, + 278.5500183105469, + 278.95001220703125, + 281.3999938964844, + 273.7400207519531, + 272.58001708984375, + 276.6000061035156, + 278.58001708984375, + 278.44000244140625, + 277.21002197265625, + 288.7900085449219, + 288.9900207519531, + 284.4800109863281, + 286.52001953125, + 286.4100036621094, + 286.1400146484375, + 289.2200012207031, + 291.94000244140625, + 286.25, + 292.4700012207031, + 291.94000244140625, + 286.94000244140625, + 281.02001953125, + 289.0299987792969, + 290.2900085449219, + 292.2200012207031, + 290.9100036621094, + 292.8900146484375, + 296.6700134277344, + 292.8999938964844, + 292.5899963378906, + 289.3699951171875, + 287.6100158691406, + 286.0500183105469, + 289.3600158691406, + 291.58001708984375, + 289.9100036621094, + 292.260009765625, + 285.6300048828125, + 286.30999755859375, + 296.5899963378906, + 299.5500183105469, + 304.760009765625, + 304.5400085449219, + 304.2799987792969, + 301.6600036621094 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 4.8923287977231666e-05, + 3.8188722101040184e-05, + 3.164870577165857e-05, + 2.738915463851299e-05, + 2.4131282771122642e-05, + 2.1900899810134433e-05, + 2.023131492023822e-05, + 1.8948565411847085e-05, + 1.7674021364655346e-05, + 1.6545331163797528e-05, + 1.5663135854993016e-05, + 1.4942008419893682e-05, + 1.4300891962193418e-05, + 1.3775546904071234e-05, + 1.3291021787154023e-05, + 1.2791222616215236e-05, + 1.2346818948572036e-05, + 1.1893418559338897e-05, + 1.144999623647891e-05, + 1.1082004675699864e-05, + 1.0809556442836765e-05, + 1.0524206118134316e-05, + 1.0221926459053066e-05, + 9.93693174677901e-06, + 9.65562321653124e-06, + 9.345741091237869e-06, + 9.00296709005488e-06, + 8.615696970082354e-06, + 8.230335879488848e-06, + 7.83101495471783e-06, + 7.422328053507954e-06, + 7.0406308623205405e-06, + 6.674062206002418e-06, + 6.340756499412237e-06, + 6.029595624568174e-06, + 5.7353813645022456e-06, + 5.473889814311406e-06, + 5.236299784883158e-06, + 5.022085588279879e-06, + 4.829008503293153e-06, + 4.642609383154195e-06, + 4.4708226596412715e-06, + 4.311001248424873e-06, + 4.1669709389680065e-06, + 4.037466169393156e-06, + 3.92235870094737e-06, + 3.8131786368467147e-06, + 3.712094667207566e-06, + 3.613087528719916e-06, + 3.518483936204575e-06, + 3.4250122098455904e-06, + 3.3376304600096773e-06, + 3.257617663621204e-06, + 3.182504542564857e-06, + 3.11235726258019e-06, + 3.048696726182243e-06, + 2.9885700314480346e-06, + 2.9315351639525034e-06, + 2.877839278880856e-06, + 2.82628843706334e-06, + 2.7767516712629003e-06, + 2.7304529339744477e-06, + 2.68624467025802e-06, + 2.644704181875568e-06, + 2.6039012936962536e-06, + 2.5660210667410865e-06, + 2.5287517928518355e-06, + 2.492971589163062e-06, + 2.4582386686233804e-06, + 2.424825424895971e-06, + 2.392692294961307e-06, + 2.3617008082510438e-06, + 2.3312397843255894e-06, + 2.3026848339213757e-06, + 2.2754463770979783e-06, + 2.247466227345285e-06, + 2.2206406811164925e-06, + 2.194404487454449e-06, + 2.169092567783082e-06, + 2.1441646822495386e-06, + 2.11978044717398e-06, + 2.0970674086129293e-06, + 2.074513758998364e-06, + 2.0520799353107577e-06, + 2.030645873674075e-06, + 2.0088923520233948e-06, + 1.9876067653967766e-06, + 1.9667065771500347e-06, + 1.9460549083305523e-06, + 1.9269355107098818e-06, + 1.908580770759727e-06, + 1.8911548522737576e-06, + 1.8740805671768612e-06, + 1.857086658674234e-06, + 1.84116390755662e-06, + 1.8247989146402688e-06, + 1.8088318256559432e-06, + 1.793163960428501e-06, + 1.7780629377739388e-06, + 1.7633893776292098e-06, + 1.7480783753853757e-06, + 1.7330534092252492e-06, + 1.7182699139084434e-06, + 1.7036705912687466e-06, + 1.6890104461708688e-06, + 1.6741470290071447e-06, + 1.6595948864051024e-06, + 1.6452962654511794e-06, + 1.6313728110617376e-06, + 1.617851125956804e-06, + 1.6047395092755323e-06, + 1.5921143585728714e-06, + 1.5796607613083324e-06, + 1.5679373746024794e-06, + 1.5564143041046918e-06, + 1.5449446664206334e-06, + 1.5336148635469726e-06, + 1.5222458387142979e-06, + 1.5113162135094171e-06, + 1.5005442719484563e-06, + 1.489760279582697e-06, + 1.4790463183089742e-06, + 1.4680981621495448e-06, + 1.4573173530152417e-06, + 1.446626242795901e-06, + 1.4357815416587982e-06, + 1.4249985724745784e-06, + 1.4141359088171157e-06, + 1.4032947319719824e-06, + 1.392701051372569e-06, + 1.38221344059275e-06, + 1.371934104099637e-06, + 1.3619594483316178e-06, + 1.352173285340541e-06, + 1.3424573808151763e-06, + 1.3332584103409317e-06, + 1.3240320413387963e-06, + 1.315297254222969e-06, + 1.3066965038888156e-06, + 1.2981813597434666e-06, + 1.2897953638457693e-06, + 1.2810993439416052e-06, + 1.2714453987427987e-06, + 1.261873649127665e-06, + 1.2524823205239954e-06, + 1.243284941665479e-06, + 1.2343596154096304e-06, + 1.225680421157449e-06, + 1.2171725529697142e-06, + 1.208936396324134e-06, + 1.201637815029244e-06, + 1.194527840198134e-06, + 1.1874647043441655e-06, + 1.180454660243413e-06, + 1.1734845202227007e-06, + 1.166772221949941e-06, + 1.1601345022427267e-06, + 1.153687662736047e-06, + 1.1475796100057778e-06, + 1.1417550922487862e-06, + 1.135979459832015e-06, + 1.1302233815513318e-06, + 1.1245164159845444e-06, + 1.1186782558070263e-06, + 1.112750283027708e-06, + 1.106879835788277e-06, + 1.100877057069738e-06, + 1.0946686188617605e-06, + 1.0884026551138959e-06, + 1.0820833722391399e-06, + 1.0757959216789459e-06, + 1.0694968750613043e-06, + 1.0631922577886144e-06, + 1.0568562629487133e-06, + 1.0506652188269072e-06, + 1.044462806021329e-06, + 1.038339974002156e-06, + 1.032276713885949e-06, + 1.0263439662594465e-06, + 1.0203743840975221e-06, + 1.0141511666006409e-06, + 1.0080141237267526e-06, + 1.0020896752394037e-06, + 9.963209777197335e-07, + 9.904656508297194e-07, + 9.84656594482658e-07, + 9.787491990209674e-07, + 9.72934003584669e-07, + 9.66933271229209e-07, + 9.608834261598531e-07, + 9.549402193442802e-07, + 9.492072763350734e-07, + 9.43409247611271e-07, + 9.375594913763052e-07, + 9.318096090282779e-07, + 9.261161153517605e-07, + 9.205197102346574e-07, + 9.152004167845007e-07, + 9.100045872401097e-07, + 9.049579716702283e-07, + 9.000424938676588e-07, + 8.952168286668893e-07, + 8.904194714887126e-07, + 8.856629278852779e-07, + 8.810603162601183e-07, + 8.765820211920072e-07, + 8.720514301785443e-07, + 8.676522043060686e-07, + 8.631940886516531e-07, + 8.58796283864649e-07, + 8.546061280867434e-07, + 8.504810011800146e-07, + 8.46479110805376e-07, + 8.425826649727242e-07, + 8.387605703319423e-07, + 8.348292794835288e-07, + 8.309069130518765e-07, + 8.270499733953329e-07, + 8.232025265897391e-07, + 8.194321594601206e-07, + 8.156673629855504e-07, + 8.11965549019078e-07, + 8.081265150394756e-07, + 8.044490300562757e-07, + 8.008435656847723e-07, + 7.971796662786801e-07, + 7.937152304293704e-07, + 7.904435506134178e-07, + 7.872726541791053e-07, + 7.841733804525575e-07, + 7.810747320036171e-07, + 7.780725468364835e-07, + 7.749812880319951e-07, + 7.719902441749582e-07, + 7.689885137551755e-07, + 7.659363632228633e-07, + 7.629542437825876e-07, + 7.599390983159537e-07, + 7.569099125248613e-07, + 7.539005082435324e-07, + 7.508577368753322e-07, + 7.477767667296575e-07, + 7.447279699590581e-07, + 7.417089591399417e-07, + 7.388070457636786e-07, + 7.359079177149397e-07, + 7.330310722863942e-07, + 7.300891411432531e-07, + 7.271115123330674e-07, + 7.241627031362441e-07, + 7.211438628473843e-07, + 7.181537853284681e-07, + 7.152667649279465e-07, + 7.124692729121307e-07, + 7.0963210418995e-07, + 7.066151965773315e-07, + 7.03593400430691e-07, + 7.006393616393325e-07, + 6.977622888371116e-07, + 6.949894668650813e-07, + 6.921904969203752e-07, + 6.89473210968572e-07, + 6.868187369946099e-07, + 6.841455615358427e-07, + 6.814576067881717e-07, + 6.786364110666909e-07, + 6.758774588888627e-07, + 6.732638553330617e-07, + 6.706861768179806e-07, + 6.68073198539787e-07, + 6.653955892943486e-07, + 6.627440711781674e-07, + 6.602394364563224e-07, + 6.577526505679998e-07, + 6.551914566443884e-07, + 6.525643811983173e-07, + 6.499261644421495e-07, + 6.473148346231028e-07, + 6.448071872000583e-07, + 6.422849310183665e-07, + 6.397662559720629e-07, + 6.372416692101979e-07, + 6.347686962726584e-07, + 6.323240313577116e-07, + 6.298134280768863e-07, + 6.271637289501086e-07, + 6.24539325144724e-07, + 6.22023264895688e-07, + 6.196476647346572e-07, + 6.173736437631305e-07, + 6.150666536086646e-07, + 6.127870051386708e-07, + 6.105277066126291e-07, + 6.082788672756578e-07, + 6.059910901967669e-07, + 6.036648301233072e-07, + 6.013474944666086e-07, + 5.991659577375685e-07, + 5.969562835161923e-07, + 5.947474051026802e-07, + 5.925361392655759e-07, + 5.902705879634595e-07, + 5.879885520698735e-07, + 5.857330052094767e-07, + 5.834816647620755e-07, + 5.811420464851835e-07, + 5.787960049019603e-07, + 5.764878210356983e-07, + 5.742555231336155e-07, + 5.720368676520593e-07, + 5.698495897377143e-07, + 5.677543413185049e-07, + 5.656918347085593e-07, + 5.63663149932836e-07, + 5.616752787318546e-07, + 5.597798917733599e-07, + 5.579216804108e-07, + 5.560751219491067e-07, + 5.542817689274671e-07, + 5.525231472347514e-07, + 5.509231186806574e-07, + 5.492981927091023e-07, + 5.477316449287173e-07, + 5.461560022013145e-07, + 5.44604802144022e-07, + 5.430328542388452e-07, + 5.414188990471303e-07, + 5.397759537117963e-07, + 5.38060874077928e-07, + 5.363170316741162e-07, + 5.345827958080918e-07, + 5.32914043560595e-07, + 5.312221560416219e-07, + 5.294226639307453e-07, + 5.27633687852358e-07, + 5.258688702269865e-07, + 5.240806331130443e-07, + 5.222722165854066e-07, + 5.204904027777957e-07, + 5.187249030313978e-07, + 5.169800374460465e-07, + 5.15291560532205e-07, + 5.136731147104001e-07, + 5.119883326187846e-07, + 5.10319125623937e-07, + 5.086417900201923e-07, + 5.070210136182141e-07, + 5.054768621448602e-07, + 5.038619974584435e-07, + 5.022305913371383e-07, + 5.006287437936408e-07, + 4.990646971236856e-07, + 4.975331648893189e-07, + 4.959763941769779e-07, + 4.944557190356136e-07, + 4.929915462525969e-07, + 4.915104909741785e-07, + 4.900483645542408e-07, + 4.886310875917843e-07, + 4.872015892942727e-07, + 4.857550948145217e-07, + 4.843292913392361e-07, + 4.829048521060031e-07, + 4.814765475202876e-07, + 4.800985493602639e-07, + 4.786896852237987e-07, + 4.77289233913325e-07, + 4.7591967700100213e-07, + 4.74563904617753e-07, + 4.7321202600869583e-07, + 4.7189931251523376e-07, + 4.706477625404659e-07, + 4.69375009970463e-07, + 4.6817206111882115e-07, + 4.669413442570658e-07, + 4.657117074202688e-07, + 4.6452052515633113e-07, + 4.6336569425875496e-07, + 4.621931282144942e-07, + 4.610523944847955e-07, + 4.599022815909848e-07, + 4.5872064902141574e-07, + 4.575528578243393e-07, + 4.563792401768296e-07, + 4.5517896296587423e-07, + 4.539721203400404e-07, + 4.527677219812176e-07, + 4.515471232480195e-07, + 4.5036520646135614e-07, + 4.491894003422203e-07, + 4.4807336507801665e-07, + 4.4697469547827495e-07, + 4.458800901829818e-07, + 4.4482072780738235e-07, + 4.4372646357260237e-07, + 4.426675275226444e-07, + 4.415642820276844e-07, + 4.4041769342584303e-07, + 4.393063761654048e-07, + 4.3814043237944134e-07, + 4.3700950413949613e-07, + 4.35922231645236e-07, + 4.3482685896378825e-07, + 4.3373995595175074e-07, + 4.326725502323825e-07, + 4.31616882679009e-07, + 4.305271943394473e-07, + 4.294373070479196e-07, + 4.2835887370529235e-07, + 4.2732321503535786e-07, + 4.263075084054435e-07, + 4.253595875525207e-07, + 4.243864566433331e-07, + 4.234539119352121e-07, + 4.2251457443853724e-07, + 4.215810349705862e-07, + 4.206573578358075e-07, + 4.197320038201724e-07, + 4.1880707613017876e-07, + 4.178808978849702e-07, + 4.169837666267995e-07, + 4.1610678636061493e-07, + 4.1522909555169463e-07, + 4.1438096332058194e-07, + 4.13551106248633e-07, + 4.1271047734880995e-07, + 4.1188394561686437e-07, + 4.110314364424994e-07, + 4.1016986074282613e-07, + 4.0928199496192974e-07, + 4.084029399109568e-07, + 4.0752999552751135e-07, + 4.0666148493073706e-07, + 4.0579624283054727e-07, + 4.0492750486009754e-07, + 4.040346368583414e-07, + 4.0315867977369635e-07, + 4.022815005555458e-07, + 4.0137842916010413e-07, + 4.0051870087154384e-07, + 3.996840689524106e-07, + 3.9888681158117834e-07, + 3.981001555075636e-07, + 3.973053992467612e-07, + 3.9650450389672187e-07, + 3.95688715570941e-07, + 3.948675839637872e-07, + 3.940237718325079e-07, + 3.9316918787335453e-07, + 3.923264557670336e-07, + 3.9150629049800045e-07, + 3.906377230578073e-07, + 3.8976887140051986e-07, + 3.8892230236342584e-07, + 3.880485905938258e-07, + 3.871784883813234e-07, + 3.862689368361316e-07, + 3.8535213775503507e-07, + 3.8445759287242254e-07, + 3.835499455817626e-07, + 3.82660942932489e-07, + 3.817885954049416e-07, + 3.809381325936556e-07, + 3.801168872996641e-07, + 3.792939082813973e-07, + 3.7847712519578636e-07, + 3.7768663219139853e-07, + 3.76911742705488e-07, + 3.761230686905037e-07, + 3.7532535657192057e-07, + 3.7453619938787597e-07, + 3.7380235085038294e-07, + 3.730820310465788e-07, + 3.723626207374764e-07, + 3.7163783872529166e-07, + 3.7089924376232375e-07, + 3.7016289411440084e-07, + 3.6944430803487194e-07, + 3.68716342791231e-07, + 3.679929818645178e-07, + 3.6726447660839767e-07, + 3.6650934021054127e-07, + 3.6576466300175525e-07, + 3.650540634225763e-07, + 3.6434684602681955e-07, + 3.6363445587994647e-07, + 3.6290455796006427e-07, + 3.621919688612252e-07, + 3.6147889659332577e-07, + 3.6080851373299083e-07, + 3.6013736348650127e-07, + 3.5945726040154113e-07, + 3.587489061374072e-07, + 3.580293252980482e-07, + 3.572877176338807e-07, + 3.565650388281938e-07, + 3.558606636033801e-07, + 3.55139292196327e-07, + 3.544190008142323e-07, + 3.5370618434171774e-07, + 3.5296145028951287e-07, + 3.522411020639993e-07, + 3.5149446375726257e-07, + 3.507578867356642e-07, + 3.500262266697973e-07, + 3.4930121728393715e-07, + 3.4862159736803733e-07, + 3.4795209558069473e-07, + 3.4730848597064323e-07, + 3.4669798765207815e-07, + 3.4610661714395974e-07, + 3.4551453609310556e-07, + 3.449329426530312e-07, + 3.443560672167223e-07, + 3.4378456348349573e-07, + 3.43228435895071e-07, + 3.4269197612957214e-07, + 3.421450571750029e-07, + 3.416052436477912e-07, + 3.4105954682672746e-07, + 3.405178574666934e-07, + 3.399735248876823e-07, + 3.3943561561500246e-07, + 3.3887741324178933e-07, + 3.382868669632444e-07, + 3.3768918683563243e-07, + 3.370854813056212e-07, + 3.364851579590322e-07, + 3.3589083159313304e-07, + 3.3531014764776046e-07, + 3.347097390360432e-07, + 3.3411592426091374e-07, + 3.335309770591266e-07, + 3.329289484099718e-07, + 3.3233186513825785e-07, + 3.317256869195262e-07, + 3.3110521258095105e-07, + 3.3046180192286556e-07, + 3.298095521131472e-07, + 3.2915608016992337e-07, + 3.2852000231287093e-07, + 3.2788540238470887e-07, + 3.2725719734116865e-07, + 3.266204373630899e-07, + 3.259773393438081e-07, + 3.253031479744095e-07, + 3.2462975241287495e-07, + 3.239606485294644e-07, + 3.232984511214454e-07, + 3.226442970571952e-07, + 3.2198863664234523e-07, + 3.213440891158825e-07, + 3.2072864541987656e-07, + 3.2013571171773947e-07, + 3.1956136581356986e-07, + 3.189732922237454e-07, + 3.183887145041808e-07, + 3.178116401159059e-07, + 3.1725090821055346e-07, + 3.1668974997955956e-07, + 3.1615317652722297e-07, + 3.156377488267026e-07, + 3.150910856675182e-07, + 3.1454575832867704e-07, + 3.140139881452342e-07, + 3.1347943263426714e-07, + 3.129468382212508e-07, + 3.123988676634326e-07, + 3.1183634519038606e-07, + 3.112721174147737e-07, + 3.107310533323471e-07, + 3.1018780077829433e-07, + 3.0964170605329855e-07, + 3.0909671977497055e-07, + 3.085609137087886e-07, + 3.080271540056856e-07, + 3.074912342526659e-07, + 3.069750675877003e-07, + 3.0647927928839636e-07, + 3.059720086184825e-07, + 3.054653348044667e-07, + 3.049603662930167e-07, + 3.044541472263518e-07, + 3.0394866712413204e-07, + 3.0344668289217225e-07, + 3.029537083421019e-07, + 3.024588295374997e-07, + 3.0196090960998845e-07, + 3.0147040774863854e-07, + 3.010003410963691e-07, + 3.0052973443162045e-07, + 3.000666595198709e-07, + 2.996076773342793e-07, + 2.9916219546066714e-07, + 2.9872566642552556e-07, + 2.9829482173227007e-07, + 2.978774489292846e-07, + 2.9747872076768545e-07, + 2.9709619298046164e-07, + 2.96707469260582e-07, + 2.963224972063472e-07, + 2.9592629857688735e-07, + 2.955457034659048e-07, + 2.951638293779979e-07, + 2.947739403680316e-07, + 2.9438632509481977e-07, + 2.9397750722637284e-07, + 2.935727820840839e-07, + 2.9314341531971877e-07, + 2.927120306139841e-07, + 2.9228601761133177e-07, + 2.918570487508987e-07, + 2.914300694101257e-07, + 2.910183809490263e-07, + 2.905881615333783e-07, + 2.9016158009653736e-07, + 2.89741507231156e-07, + 2.893081330057612e-07, + 2.888619690111227e-07, + 2.8840685217801365e-07, + 2.8794599415959965e-07, + 2.8750179126291187e-07, + 2.8706756438623415e-07, + 2.866300974346814e-07, + 2.8619604108826024e-07, + 2.857486833818257e-07, + 2.852942770914524e-07, + 2.848336180250044e-07, + 2.8435783860913943e-07, + 2.838667398918915e-07, + 2.8336114610283403e-07, + 2.8286262931942474e-07, + 2.8234933324711164e-07, + 2.8183387712488184e-07, + 2.813317507843749e-07, + 2.808318413372035e-07, + 2.8033781518388423e-07, + 2.7984648909296084e-07, + 2.793512692278455e-07, + 2.788456470170786e-07, + 2.7834522597913747e-07, + 2.7783659106717096e-07, + 2.7733850060940313e-07, + 2.768428259969369e-07, + 2.7633967647489044e-07, + 2.758266361979622e-07, + 2.7532337298907805e-07, + 2.74837617553203e-07, + 2.7436556138127344e-07, + 2.739092508363683e-07, + 2.73457288813006e-07, + 2.7300805527374905e-07, + 2.725677177295438e-07, + 2.7213269504500204e-07, + 2.7170764838047035e-07, + 2.712912419156055e-07, + 2.708890747271653e-07, + 2.704955477383919e-07, + 2.7011267889065493e-07, + 2.697289858133445e-07, + 2.6935487085211207e-07, + 2.689964730961947e-07, + 2.6864503865908773e-07, + 2.682862145775289e-07, + 2.6792329776981205e-07, + 2.6756359261526086e-07, + 2.672080086085771e-07, + 2.6685967213779804e-07, + 2.665132967649697e-07, + 2.6616632453624334e-07, + 2.6581653855828336e-07, + 2.6545438913672115e-07, + 2.650904491474648e-07, + 2.6472525860299356e-07, + 2.643451182393619e-07, + 2.6396330099487386e-07, + 2.6361141181041603e-07, + 2.632583289141621e-07, + 2.629065249948326e-07, + 2.6256614660269406e-07, + 2.6222681981380447e-07, + 2.6188664037363196e-07, + 2.6154310717174667e-07, + 2.611979255107144e-07, + 2.608506406431843e-07, + 2.6051648660541105e-07, + 2.6019097276730463e-07, + 2.5986886953432986e-07, + 2.595457431198156e-07, + 2.5922489044205577e-07, + 2.589086989246425e-07, + 2.5858724939098465e-07, + 2.5825167426773987e-07, + 2.5792121505219257e-07, + 2.575808935034729e-07, + 2.5723690555423673e-07, + 2.5689598714961903e-07, + 2.5654696855781367e-07, + 2.5619340249249944e-07, + 2.558423375376151e-07, + 2.5548362714289397e-07, + 2.551227282765467e-07, + 2.5475659981566423e-07, + 2.5439783257752424e-07, + 2.5404074222024065e-07, + 2.536966121624573e-07, + 2.5334591668979556e-07, + 2.530084088903095e-07, + 2.5266396619372244e-07, + 2.5230957589883474e-07, + 2.5195873831762583e-07, + 2.516136703434313e-07, + 2.5127195613094955e-07, + 2.509274281692342e-07, + 2.505937004571024e-07, + 2.502618769995024e-07, + 2.4993499891934334e-07, + 2.4960883138192003e-07, + 2.492961357347667e-07, + 2.4897812522794993e-07, + 2.486577557192504e-07, + 2.4833471456986445e-07, + 2.4800860387586e-07, + 2.4768868911451136e-07, + 2.473683480275213e-07, + 2.4706054091439e-07, + 2.4675051690792316e-07, + 2.4644603513479524e-07, + 2.461394785768789e-07, + 2.4583729896221485e-07, + 2.455375351928524e-07, + 2.4524391051272687e-07, + 2.449529574732878e-07, + 2.4465845172017e-07, + 2.4435610157524934e-07, + 2.44056280962468e-07, + 2.437553803247283e-07, + 2.4345021643057407e-07, + 2.43150282130955e-07, + 2.4284480559799704e-07, + 2.4253296260212664e-07, + 2.422253828626708e-07, + 2.419255906715989e-07, + 2.4163173861779796e-07, + 2.4132856424330384e-07, + 2.4101728968162206e-07, + 2.407017234418163e-07, + 2.4038496349021443e-07, + 2.4006993726288783e-07, + 2.3975454155333864e-07, + 2.3944156168909103e-07, + 2.391268765222776e-07, + 2.388102586792229e-07, + 2.3849594299463206e-07, + 2.3819387706680573e-07, + 2.3789549175035063e-07, + 2.3760199496791756e-07, + 2.37311965634035e-07, + 2.370223484149392e-07, + 2.3674226667935727e-07, + 2.3645846169983997e-07, + 2.3617671729425638e-07, + 2.3590861530919938e-07, + 2.3563330842080177e-07, + 2.3536216531283571e-07, + 2.3508603419486462e-07, + 2.3480635036321473e-07, + 2.3452207642549183e-07, + 2.3424081518896855e-07, + 2.33953230122097e-07, + 2.336631439447956e-07, + 2.333728872372376e-07, + 2.3308308527703048e-07, + 2.3279534389075707e-07, + 2.3251126890500018e-07, + 2.3222338541017962e-07, + 2.3192912124159193e-07, + 2.316372444965964e-07, + 2.3134657567425165e-07, + 2.3105793900413119e-07, + 2.307775019971814e-07, + 2.304941801867244e-07, + 2.3021807749046275e-07, + 2.2994365167505748e-07, + 2.2966985113725968e-07, + 2.2940608346289082e-07, + 2.29149748065538e-07, + 2.2889636852596595e-07, + 2.2863231663450279e-07, + 2.2836800894765474e-07, + 2.2810615973867243e-07, + 2.2783851250096632e-07, + 2.2756650253086264e-07, + 2.2729157933554234e-07, + 2.2701566138039198e-07, + 2.26745711984222e-07, + 2.2647921582574781e-07, + 2.262102611894079e-07, + 2.2594231552375277e-07, + 2.2566717916561174e-07, + 2.253837010357529e-07, + 2.251058930369254e-07, + 2.2481968642296124e-07, + 2.2453356507412536e-07, + 2.2424312362545606e-07, + 2.2394922893909097e-07, + 2.236561869040088e-07, + 2.2335655103233876e-07, + 2.2306575431230158e-07, + 2.2277743028098485e-07, + 2.224933979277921e-07, + 2.2220953610485594e-07, + 2.219285875071364e-07, + 2.2164877577779407e-07, + 2.2136342181511282e-07, + 2.2108663699782483e-07, + 2.2080762107634655e-07, + 2.2052903148050973e-07, + 2.2025270141057263e-07, + 2.1997715293764486e-07, + 2.1970454611164314e-07, + 2.1943114347777737e-07, + 2.191612935575904e-07, + 2.1889988488510426e-07, + 2.1863823462808796e-07, + 2.1837797703483375e-07, + 2.1811884209910204e-07, + 2.178652920292734e-07, + 2.176103635065374e-07, + 2.1735770872055582e-07, + 2.171088340219285e-07, + 2.1685211493149836e-07, + 2.1659933224782435e-07, + 2.1634957647620467e-07, + 2.1610641454117285e-07, + 2.1586636478332366e-07, + 2.1562833296684403e-07, + 2.1539402439429978e-07, + 2.1516351011996449e-07, + 2.1492604673767346e-07, + 2.1468569855187525e-07, + 2.144484909649691e-07, + 2.1421023177481402e-07, + 2.1397254101884755e-07, + 2.1373179492911731e-07, + 2.1349222834032844e-07, + 2.1325533339222602e-07, + 2.1301728736489167e-07, + 2.127845419863661e-07, + 2.1254550119920168e-07, + 2.1230431457297527e-07, + 2.1205921996170218e-07, + 2.1181875808906625e-07, + 2.115739761165969e-07, + 2.1132814254087862e-07, + 2.1108465375618835e-07, + 2.1084777301894064e-07, + 2.1061774191366567e-07, + 2.1039011244283756e-07, + 2.1016562357090152e-07, + 2.0994522742512345e-07, + 2.097292508551618e-07, + 2.0951019052972697e-07, + 2.0929095967403555e-07, + 2.0906948350329913e-07, + 2.088464157168346e-07, + 2.0862285055045504e-07, + 2.0839908643210947e-07, + 2.0817459756017342e-07, + 2.079501228990921e-07, + 2.0772431241766753e-07, + 2.0749615714521497e-07, + 2.0727122773678275e-07, + 2.070431008860396e-07, + 2.0681044077264232e-07, + 2.0657380161992478e-07, + 2.0633717667806195e-07, + 2.0610298179235542e-07, + 2.0586080040629895e-07, + 2.0561718372391624e-07, + 2.0537770240025566e-07, + 2.051349667908653e-07, + 2.0489906660259294e-07, + 2.046655112053486e-07, + 2.044352811481076e-07, + 2.0420787905095494e-07, + 2.039812301291022e-07, + 2.0376010922973364e-07, + 2.035425410440439e-07, + 2.0332596761818422e-07, + 2.031081294262549e-07, + 2.0288682378577505e-07, + 2.0266574551897065e-07, + 2.0244625886789436e-07, + 2.022292449055385e-07, + 2.02008820338051e-07, + 2.017916500562933e-07, + 2.0157723668035032e-07, + 2.013635196362884e-07, + 2.0114558196837606e-07, + 2.0093084174277465e-07, + 2.0071637152341282e-07, + 2.005072445854239e-07, + 2.002971086767502e-07, + 2.000913497113288e-07, + 1.9988321753316995e-07, + 1.9967509956586582e-07, + 1.9946926954617084e-07, + 1.992602989275838e-07, + 1.9905358783489646e-07, + 1.9884829782768065e-07, + 1.986461342085022e-07, + 1.9844340215513512e-07, + 1.9823514207928383e-07, + 1.9802750728104002e-07, + 1.978190198315133e-07, + 1.9761110081617517e-07, + 1.9740811296742322e-07, + 1.9720363297892618e-07, + 1.9700317466231354e-07, + 1.9680445006997616e-07, + 1.966037928013975e-07, + 1.9639894333067787e-07, + 1.9619582758423348e-07, + 1.9599087863753084e-07, + 1.9578179433210607e-07, + 1.9557660380087327e-07, + 1.9536922479801433e-07, + 1.9516399163421738e-07, + 1.949545236357153e-07, + 1.947457803908037e-07, + 1.9453800348401273e-07, + 1.9432958708875958e-07, + 1.9412176754940447e-07, + 1.9391778494082246e-07, + 1.9370820325548266e-07, + 1.934976268103128e-07, + 1.9328965095155581e-07, + 1.9307617549202405e-07, + 1.9285806729385513e-07, + 1.9264250283868023e-07, + 1.9242973792188423e-07, + 1.9221819513859373e-07, + 1.9200703604838054e-07, + 1.9180315291578154e-07, + 1.9159827502335247e-07, + 1.9139389451083844e-07, + 1.9119188721106184e-07, + 1.90988444614959e-07, + 1.9078701996022573e-07, + 1.905867463847244e-07, + 1.9038553489281185e-07, + 1.9018131069969968e-07, + 1.8997936024334194e-07, + 1.8978099092237244e-07, + 1.8958299108362553e-07, + 1.893839396416297e-07, + 1.8919094202374254e-07, + 1.8899939391303633e-07, + 1.8880562890899455e-07, + 1.88611153362217e-07, + 1.8841740256902995e-07, + 1.8822512970473326e-07, + 1.8802552403940354e-07, + 1.8782644417569827e-07, + 1.8763114439934725e-07, + 1.8743510565855104e-07, + 1.8723980588220002e-07, + 1.870453445462772e-07, + 1.8684946212488285e-07, + 1.8665241441340186e-07, + 1.8645984312115615e-07, + 1.862637759586505e-07, + 1.8606871776682965e-07, + 1.8587763861432904e-07, + 1.8569112114619202e-07, + 1.8549989988514426e-07, + 1.853084938829852e-07, + 1.851164768140734e-07, + 1.8492595188490668e-07, + 1.8473477325642307e-07, + 1.845417756385359e-07, + 1.8435187598697667e-07, + 1.841628005649909e-07, + 1.8397642520540103e-07, + 1.837917835700864e-07, + 1.836087477613546e-07, + 1.8342417718031356e-07, + 1.8323878236969904e-07, + 1.830550644399409e-07, + 1.8287045122633572e-07, + 1.8269059864906012e-07, + 1.8251087396947696e-07, + 1.8232529441775114e-07, + 1.8213850694337452e-07, + 1.819490904608756e-07, + 1.81760455575386e-07, + 1.8157261649776046e-07, + 1.8138702273517993e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0033787572756409645, + 0.002589248353615403, + 0.0021208846010267735, + 0.0018214756855741143, + 0.0015954558039084077, + 0.0014422403182834387, + 0.0013284072047099471, + 0.0012437838595360518, + 0.0011593594681471586, + 0.0010844382923096418, + 0.0010258210822939873, + 0.0009778906824067235, + 0.0009352820343337953, + 0.0009003792656585574, + 0.0008682041661813855, + 0.0008350334828719497, + 0.0008058082312345505, + 0.0007759726140648127, + 0.0007467811810784042, + 0.000722549099009484, + 0.0007046058308333158, + 0.0006858118576928973, + 0.0006659032078459859, + 0.0006471344386227429, + 0.0006287007709033787, + 0.0006083878688514233, + 0.0005859129596501589, + 0.0005605153855867684, + 0.0005352392909117043, + 0.0005090447375550866, + 0.0004822339687962085, + 0.00045719309127889574, + 0.0004331447707954794, + 0.0004113732429686934, + 0.0003910422674380243, + 0.0003718137159012258, + 0.0003547201049514115, + 0.0003391860518604517, + 0.0003251783491577953, + 0.00031255141948349774, + 0.00030036020325496793, + 0.0002891768526751548, + 0.00027876862441189587, + 0.00026938572409562767, + 0.00026094657368957996, + 0.00025344372261315584, + 0.00024632568238303065, + 0.00023973417410161346, + 0.00023327706730924547, + 0.0002271063713124022, + 0.00022103732044342905, + 0.00021536154963541776, + 0.0002101626159856096, + 0.0002052805502898991, + 0.00020071993640158325, + 0.0001965800329344347, + 0.00019266910385340452, + 0.00018895854009315372, + 0.00018548012303654104, + 0.0001821393525460735, + 0.0001789279340300709, + 0.00017592543736100197, + 0.00017305764777120203, + 0.00017036215285770595, + 0.00016771389346104115, + 0.00016525476530659944, + 0.0001628348109079525, + 0.00016052027058321983, + 0.00015827268362045288, + 0.00015610978880431503, + 0.00015402911230921745, + 0.0001520218065707013, + 0.00015004836313892156, + 0.0001481979707023129, + 0.00014643250324297696, + 0.00014462493709288538, + 0.0001428913965355605, + 0.00014119538536760956, + 0.00013955868780612946, + 0.00013794636470265687, + 0.00013636879157274961, + 0.00013489900447893888, + 0.00013343922910280526, + 0.0001319868752034381, + 0.0001306032936554402, + 0.0001291986700380221, + 0.00012782387784682214, + 0.00012647363473661244, + 0.00012513909314293414, + 0.00012390331539791077, + 0.00012271669402252883, + 0.0001215898955706507, + 0.00012048869393765926, + 0.0001193923526443541, + 0.00011836485646199435, + 0.00011730856203939766, + 0.00011627772619249299, + 0.00011526597518241033, + 0.00011429062578827143, + 0.00011334269220242277, + 0.00011235341662541032, + 0.0001113848338718526, + 0.00011043158156098798, + 0.00010948999261017889, + 0.00010854427819140255, + 0.00010758524149423465, + 0.00010664610454114154, + 0.00010572315659373999, + 0.00010482426296221092, + 0.00010395312710897997, + 0.00010310820653103292, + 0.00010229445615550503, + 0.00010149160516448319, + 0.0001007356695481576, + 9.999251051340252e-05, + 9.925265476340428e-05, + 9.852169750956818e-05, + 9.778809180716053e-05, + 9.708417201181874e-05, + 9.639026393415406e-05, + 9.569544636178762e-05, + 9.500499436398968e-05, + 9.429934289073572e-05, + 9.360434341942891e-05, + 9.291501191910356e-05, + 9.221565414918587e-05, + 9.152018174063414e-05, + 9.082078759092838e-05, + 9.012264490593225e-05, + 8.944031287683174e-05, + 8.87646820046939e-05, + 8.810236613499e-05, + 8.745957165956497e-05, + 8.682882616994902e-05, + 8.620251901447773e-05, + 8.561048889532685e-05, + 8.501658885506913e-05, + 8.445424464298412e-05, + 8.390042785322294e-05, + 8.335203892784193e-05, + 8.281187183456495e-05, + 8.225165220210329e-05, + 8.162962330970913e-05, + 8.101281127892435e-05, + 8.040855027502403e-05, + 7.981665839906782e-05, + 7.924217061372474e-05, + 7.868344255257398e-05, + 7.813567208359018e-05, + 7.760529115330428e-05, + 7.713523518759757e-05, + 7.66772500355728e-05, + 7.62229465181008e-05, + 7.57719753892161e-05, + 7.532351446570829e-05, + 7.489156996598467e-05, + 7.446436211466789e-05, + 7.404937787214294e-05, + 7.365614146692678e-05, + 7.32811022317037e-05, + 7.290916983038187e-05, + 7.253899093484506e-05, + 7.21719188732095e-05, + 7.17963557690382e-05, + 7.141495734686032e-05, + 7.103720417944714e-05, + 7.065088720992208e-05, + 7.025128434179351e-05, + 6.98479198035784e-05, + 6.944164488231763e-05, + 6.903735629748553e-05, + 6.863226735731587e-05, + 6.822674913564697e-05, + 6.781917181797326e-05, + 6.74208567943424e-05, + 6.702176324324682e-05, + 6.662773375865072e-05, + 6.623750232392922e-05, + 6.585612572962418e-05, + 6.547232624143362e-05, + 6.507216312456876e-05, + 6.467750063166022e-05, + 6.429645145544782e-05, + 6.392537761712447e-05, + 6.354867946356535e-05, + 6.317491352092475e-05, + 6.279526860453188e-05, + 6.242148810997605e-05, + 6.203573866514489e-05, + 6.164678052300587e-05, + 6.126462540123612e-05, + 6.089594171498902e-05, + 6.05230379733257e-05, + 6.014675454935059e-05, + 5.977684850222431e-05, + 5.941098788753152e-05, + 5.905131547478959e-05, + 5.87094145885203e-05, + 5.8375408116262406e-05, + 5.805094406241551e-05, + 5.773488010163419e-05, + 5.7424549595452845e-05, + 5.711600897484459e-05, + 5.68104260310065e-05, + 5.6514694733778015e-05, + 5.622690878226422e-05, + 5.5935728596523404e-05, + 5.5652959417784587e-05, + 5.536637036129832e-05, + 5.5083626648411155e-05, + 5.481419793795794e-05, + 5.454892379930243e-05, + 5.429183875094168e-05, + 5.4041502153268084e-05, + 5.379591675591655e-05, + 5.354327731765807e-05, + 5.3291187214199454e-05, + 5.3043269872432575e-05, + 5.279593824525364e-05, + 5.25535324413795e-05, + 5.2311730541987345e-05, + 5.207394860917702e-05, + 5.1827319111907855e-05, + 5.159103966434486e-05, + 5.135936225997284e-05, + 5.112390499562025e-05, + 5.0901238864753395e-05, + 5.069094549980946e-05, + 5.0487102271290496e-05, + 5.028805753681809e-05, + 5.0089030992239714e-05, + 4.9896178097696975e-05, + 4.969758083461784e-05, + 4.950540460413322e-05, + 4.9312518967781216e-05, + 4.911637370241806e-05, + 4.892470678896643e-05, + 4.873109719483182e-05, + 4.853657083003782e-05, + 4.834328865399584e-05, + 4.8147841880563647e-05, + 4.794992128154263e-05, + 4.77540452266112e-05, + 4.756006092065945e-05, + 4.737358904094435e-05, + 4.7187277232296765e-05, + 4.7002555220387876e-05, + 4.681363861891441e-05, + 4.662241553887725e-05, + 4.643301872420125e-05, + 4.6239107177825645e-05, + 4.6047018258832395e-05, + 4.586153227137402e-05, + 4.568178337649442e-05, + 4.5499462430598214e-05, + 4.530576916295104e-05, + 4.51117375632748e-05, + 4.4922031520400196e-05, + 4.47372549388092e-05, + 4.4559157686308026e-05, + 4.437936149770394e-05, + 4.420480036060326e-05, + 4.40342519141268e-05, + 4.386264845379628e-05, + 4.369007729110308e-05, + 4.350893505034037e-05, + 4.333177275839262e-05, + 4.316392733016983e-05, + 4.2998373828595504e-05, + 4.2830539314309135e-05, + 4.265853567630984e-05, + 4.2488190956646577e-05, + 4.2327414121245965e-05, + 4.216776869725436e-05, + 4.200332841719501e-05, + 4.1834646253846586e-05, + 4.166522921877913e-05, + 4.149752203375101e-05, + 4.1336461436003447e-05, + 4.117444404982962e-05, + 4.10127904615365e-05, + 4.0850740333553404e-05, + 4.069199349032715e-05, + 4.05350438086316e-05, + 4.037384132971056e-05, + 4.020370033686049e-05, + 4.0035163692664355e-05, + 3.9873571950010955e-05, + 3.972098420490511e-05, + 3.9575043047079816e-05, + 3.942696639569476e-05, + 3.9280632336158305e-05, + 3.913558612111956e-05, + 3.89912020182237e-05, + 3.8844307709950954e-05, + 3.8694925024174154e-05, + 3.854610622511245e-05, + 3.840611316263676e-05, + 3.8264301110757515e-05, + 3.812252907664515e-05, + 3.798058969550766e-05, + 3.7835154216736555e-05, + 3.768864189623855e-05, + 3.7543821235885844e-05, + 3.739925523404963e-05, + 3.724901034729555e-05, + 3.709846714627929e-05, + 3.695033592521213e-05, + 3.6807065043831244e-05, + 3.666465636342764e-05, + 3.652425220934674e-05, + 3.6389737942954525e-05, + 3.625731551437639e-05, + 3.612705768318847e-05, + 3.599951014621183e-05, + 3.587788523873314e-05, + 3.575863956939429e-05, + 3.564013240975328e-05, + 3.55250303982757e-05, + 3.541214027791284e-05, + 3.530942558427341e-05, + 3.520510290400125e-05, + 3.510452006594278e-05, + 3.5003427910851315e-05, + 3.490389644866809e-05, + 3.4803022572305053e-05, + 3.469944203970954e-05, + 3.4593995223985985e-05, + 3.448390998528339e-05, + 3.437196573941037e-05, + 3.426063267397694e-05, + 3.415357423364185e-05, + 3.404502785997465e-05, + 3.392956205061637e-05, + 3.381476562935859e-05, + 3.370150807313621e-05, + 3.358674075570889e-05, + 3.347066740388982e-05, + 3.3356292988173664e-05, + 3.324295539641753e-05, + 3.3131014788523316e-05, + 3.302269396954216e-05, + 3.291884786449373e-05, + 3.281073804828338e-05, + 3.270361776230857e-05, + 3.2595969969406724e-05, + 3.249193832743913e-05, + 3.239282523281872e-05, + 3.228923742426559e-05, + 3.2184583687921986e-05, + 3.208181442460045e-05, + 3.1981464417185634e-05, + 3.1883191695669666e-05, + 3.178329279762693e-05, + 3.1685700378147885e-05, + 3.1591731385560706e-05, + 3.149666736135259e-05, + 3.140288754366338e-05, + 3.1311967177316546e-05, + 3.122025736956857e-05, + 3.112745616817847e-05, + 3.1035971915116534e-05, + 3.094456405960955e-05, + 3.085290518356487e-05, + 3.076446955674328e-05, + 3.067410580115393e-05, + 3.058427682844922e-05, + 3.0496421459247358e-05, + 3.040944466192741e-05, + 3.0322709790198132e-05, + 3.0238483304856345e-05, + 3.015817128471099e-05, + 3.007649866049178e-05, + 2.9999295293237083e-05, + 2.992036024807021e-05, + 2.9841488867532462e-05, + 2.976507857965771e-05, + 2.9690994779230095e-05, + 2.9615768653457053e-05, + 2.9542576157837175e-05, + 2.9468777938745916e-05, + 2.9392953365459107e-05, + 2.9318009183043614e-05, + 2.9242739401524886e-05, + 2.916575249400921e-05, + 2.9088338123983704e-05, + 2.9011076549068093e-05, + 2.8932769055245444e-05, + 2.8856939024990425e-05, + 2.8781492801499553e-05, + 2.870987736969255e-05, + 2.86394188151462e-05, + 2.856921673810575e-05, + 2.85012702079257e-05, + 2.8431079044821672e-05, + 2.8363148885546252e-05, + 2.8292372007854283e-05, + 2.821880843839608e-05, + 2.8147498596808873e-05, + 2.8072683562641032e-05, + 2.800015681714285e-05, + 2.793042585835792e-05, + 2.7860172849614173e-05, + 2.779045644274447e-05, + 2.7721984224626794e-05, + 2.7654263249132782e-05, + 2.7584354029386304e-05, + 2.7514422981766984e-05, + 2.744527046161238e-05, + 2.7378857339499518e-05, + 2.7313717509969138e-05, + 2.7252917789155617e-05, + 2.7190497348783538e-05, + 2.713067806325853e-05, + 2.7070416763308458e-05, + 2.701052653719671e-05, + 2.6951263862429187e-05, + 2.6891924790106714e-05, + 2.683261118363589e-05, + 2.6773213903652504e-05, + 2.6715677449828945e-05, + 2.665942520252429e-05, + 2.6603123842505738e-05, + 2.6548716050456278e-05, + 2.6495476049603894e-05, + 2.6441577574587427e-05, + 2.6388575861346908e-05, + 2.6333906134823337e-05, + 2.6278650693711825e-05, + 2.6221705411444418e-05, + 2.6165322196902707e-05, + 2.6109324608114548e-05, + 2.6053610781673342e-05, + 2.599810432002414e-05, + 2.5942401407519355e-05, + 2.5885146897053346e-05, + 2.5828974685282446e-05, + 2.5772720618988387e-05, + 2.5714798539411277e-05, + 2.5659655875642784e-05, + 2.5606121198507026e-05, + 2.555497849243693e-05, + 2.550454155425541e-05, + 2.5453584385104477e-05, + 2.5402227038284764e-05, + 2.534991472202819e-05, + 2.5297254978795536e-05, + 2.5243132768082432e-05, + 2.5188321160385385e-05, + 2.5134266252280213e-05, + 2.508165744075086e-05, + 2.5025970899150707e-05, + 2.4970260710688308e-05, + 2.491597660991829e-05, + 2.485994809831027e-05, + 2.4804148779367097e-05, + 2.4745815608184785e-05, + 2.468701495672576e-05, + 2.462963675498031e-05, + 2.457144728396088e-05, + 2.451444925100077e-05, + 2.4458517145831138e-05, + 2.4403985662502237e-05, + 2.4351320462301373e-05, + 2.429854248475749e-05, + 2.4246157408924773e-05, + 2.4195458536269143e-05, + 2.4145756469806656e-05, + 2.409519220236689e-05, + 2.404404767730739e-05, + 2.3993448849068955e-05, + 2.394639523117803e-05, + 2.3900207452243194e-05, + 2.385407242400106e-05, + 2.3807588149793446e-05, + 2.37602162087569e-05, + 2.3713011614745483e-05, + 2.366694388911128e-05, + 2.36202722589951e-05, + 2.357389166718349e-05, + 2.3527178200311027e-05, + 2.347875852137804e-05, + 2.3431000954587944e-05, + 2.3385427994071506e-05, + 2.3340067855315283e-05, + 2.3294396669371054e-05, + 2.324760498595424e-05, + 2.3201919248094782e-05, + 2.315620076842606e-05, + 2.3113214410841465e-05, + 2.3070178940542974e-05, + 2.3026566850603558e-05, + 2.2981135771260597e-05, + 2.2935011656954885e-05, + 2.2887468730914406e-05, + 2.2841139070806094e-05, + 2.2795977201894857e-05, + 2.2749725758330896e-05, + 2.2703541617374867e-05, + 2.265783041366376e-05, + 2.2610072846873663e-05, + 2.256387597299181e-05, + 2.2516016542795114e-05, + 2.2468797396868467e-05, + 2.2421892936108634e-05, + 2.237540866190102e-05, + 2.233183477073908e-05, + 2.2288906620815396e-05, + 2.2247637389227748e-05, + 2.2208489099284634e-05, + 2.2170563170220703e-05, + 2.2132611775305122e-05, + 2.2095327949500643e-05, + 2.205834425694775e-05, + 2.202170253440272e-05, + 2.1986046704114415e-05, + 2.1951649614493363e-05, + 2.1916581317782402e-05, + 2.188196413044352e-05, + 2.1846986783202738e-05, + 2.1812262275489047e-05, + 2.177737042075023e-05, + 2.1742886019637808e-05, + 2.1707099222112447e-05, + 2.1669235138688236e-05, + 2.163091085094493e-05, + 2.159220093744807e-05, + 2.1553703845711425e-05, + 2.1515608750632964e-05, + 2.14783849514788e-05, + 2.143989513569977e-05, + 2.1401829144451767e-05, + 2.136432522092946e-05, + 2.1325724446796812e-05, + 2.1287441995809786e-05, + 2.1248572011245415e-05, + 2.120880344591569e-05, + 2.11675633181585e-05, + 2.1125752027728595e-05, + 2.1083860701764934e-05, + 2.1043084416305646e-05, + 2.1002397261327133e-05, + 2.096212119795382e-05, + 2.092129216180183e-05, + 2.0880055672023445e-05, + 2.0836845578742214e-05, + 2.0793682779185474e-05, + 2.0750791009049863e-05, + 2.0708343072328717e-05, + 2.0666406271629967e-05, + 2.0624371245503426e-05, + 2.0583045625244267e-05, + 2.0543584469123743e-05, + 2.0505583961494267e-05, + 2.0468771253945306e-05, + 2.0431076336535625e-05, + 2.0393603335833177e-05, + 2.0356610548333265e-05, + 2.0320661860750988e-05, + 2.0284687707317062e-05, + 2.0250283341738395e-05, + 2.0217235942254774e-05, + 2.0182198568363674e-05, + 2.014724668697454e-05, + 2.0113162463530898e-05, + 2.00788963411469e-05, + 2.0044753910042346e-05, + 2.000962194870226e-05, + 1.997355866478756e-05, + 1.993738260352984e-05, + 1.9902707208530046e-05, + 1.986788811336737e-05, + 1.9832887119264342e-05, + 1.9797953427769244e-05, + 1.9763605450862087e-05, + 1.9729388441191986e-05, + 1.9695033188327216e-05, + 1.966194213309791e-05, + 1.9630153474281542e-05, + 1.959764449566137e-05, + 1.9565168258850463e-05, + 1.953280298039317e-05, + 1.950035584741272e-05, + 1.9467954189167358e-05, + 1.9435774447629228e-05, + 1.9404171325732023e-05, + 1.9372442693565972e-05, + 1.934053398144897e-05, + 1.9309096387587488e-05, + 1.9278968466096558e-05, + 1.924880598380696e-05, + 1.92191237147199e-05, + 1.918970338010695e-05, + 1.9161147065460682e-05, + 1.913316191348713e-05, + 1.910553874040488e-05, + 1.907879050122574e-05, + 1.9053237338084728e-05, + 1.9028719179914333e-05, + 1.9003802663064562e-05, + 1.897912625281606e-05, + 1.8953727703774348e-05, + 1.892933141789399e-05, + 1.8904849639511667e-05, + 1.8879865820053965e-05, + 1.8855025700759143e-05, + 1.8828823158401065e-05, + 1.88028843695065e-05, + 1.8775364878820255e-05, + 1.8747714420896955e-05, + 1.872040593298152e-05, + 1.8692906451178715e-05, + 1.8665534298634157e-05, + 1.8639151676325127e-05, + 1.861157943494618e-05, + 1.8584240024210885e-05, + 1.85573153430596e-05, + 1.852953755587805e-05, + 1.8500939404475503e-05, + 1.8471766452421434e-05, + 1.8442224245518446e-05, + 1.8413758880342357e-05, + 1.8385931980446912e-05, + 1.8357897715759464e-05, + 1.8330078091821633e-05, + 1.830140536185354e-05, + 1.8272279703523964e-05, + 1.8242752048536204e-05, + 1.8212254872196354e-05, + 1.8180773622589186e-05, + 1.8148373783333227e-05, + 1.8116428691428155e-05, + 1.8083532268065028e-05, + 1.8050495782517828e-05, + 1.801831240300089e-05, + 1.798627090465743e-05, + 1.7954605937120505e-05, + 1.7923111954587512e-05, + 1.7891365132527426e-05, + 1.7858965293271467e-05, + 1.7826896510086954e-05, + 1.779429840098601e-05, + 1.7762376955943182e-05, + 1.7730608306010254e-05, + 1.7698357623885386e-05, + 1.766547211445868e-05, + 1.7633212337386794e-05, + 1.7602085790713318e-05, + 1.7571834177942947e-05, + 1.7542592104291543e-05, + 1.7513628336018883e-05, + 1.7484835552750155e-05, + 1.745661393215414e-05, + 1.7428730643587187e-05, + 1.7401485820300877e-05, + 1.7374793969793245e-05, + 1.7349022527923808e-05, + 1.7323804058833048e-05, + 1.7299267710768618e-05, + 1.727467679302208e-05, + 1.725069887470454e-05, + 1.7227728676516563e-05, + 1.7205204130732454e-05, + 1.7182201190735213e-05, + 1.7158947230200283e-05, + 1.7135898815467954e-05, + 1.7113112335209735e-05, + 1.7090787878260016e-05, + 1.706858711258974e-05, + 1.7046351786120795e-05, + 1.7023932741722092e-05, + 1.700071879895404e-05, + 1.6977392078842968e-05, + 1.6953992599155754e-05, + 1.6929632693063468e-05, + 1.6905165466596372e-05, + 1.6882611816981807e-05, + 1.68599854077911e-05, + 1.6837437215144746e-05, + 1.6815623894217424e-05, + 1.6793872418929823e-05, + 1.6772075468907133e-05, + 1.6750063878134824e-05, + 1.6727944966987707e-05, + 1.6705689631635323e-05, + 1.6684274669387378e-05, + 1.666341267991811e-05, + 1.664276896917727e-05, + 1.66220597748179e-05, + 1.6601492461632006e-05, + 1.6581232557655312e-05, + 1.656063432164956e-05, + 1.6539132047910243e-05, + 1.6517955373274162e-05, + 1.6496143871336244e-05, + 1.6474097719765268e-05, + 1.6452248019049875e-05, + 1.642987808736507e-05, + 1.640722439333331e-05, + 1.6384728951379657e-05, + 1.636174420127645e-05, + 1.633861756999977e-05, + 1.631515442568343e-05, + 1.6292162399622612e-05, + 1.6269275874947198e-05, + 1.6247222447418608e-05, + 1.6224747014348395e-05, + 1.620312104932964e-05, + 1.6181051250896417e-05, + 1.6158341168193147e-05, + 1.613585845916532e-05, + 1.6113745004986413e-05, + 1.6091846191557124e-05, + 1.606976547918748e-05, + 1.6048375982791185e-05, + 1.602711563464254e-05, + 1.600616997166071e-05, + 1.5985271602403373e-05, + 1.5965231796144508e-05, + 1.5944853657856584e-05, + 1.592432272445876e-05, + 1.590362262504641e-05, + 1.5882722436799668e-05, + 1.5862216969253495e-05, + 1.5841693311813287e-05, + 1.582197000971064e-05, + 1.5802104826434515e-05, + 1.5782596165081486e-05, + 1.5762949260533787e-05, + 1.5743584299343638e-05, + 1.572437395225279e-05, + 1.5705554687883705e-05, + 1.5686913684476167e-05, + 1.5668043488403782e-05, + 1.564867125125602e-05, + 1.5629459085175768e-05, + 1.561017779749818e-05, + 1.559062184242066e-05, + 1.5571398762403987e-05, + 1.5551820979453623e-05, + 1.5531835742876865e-05, + 1.551212881167885e-05, + 1.5492920283577405e-05, + 1.5474091924261302e-05, + 1.5454665117431432e-05, + 1.543471989862155e-05, + 1.5414498193422332e-05, + 1.539419827167876e-05, + 1.53740074892994e-05, + 1.5353802155004814e-05, + 1.533374779683072e-05, + 1.531358611828182e-05, + 1.529329711047467e-05, + 1.5273159078788012e-05, + 1.5253801393555477e-05, + 1.5234681995934807e-05, + 1.5215874554996844e-05, + 1.519728630228201e-05, + 1.5178730791376438e-05, + 1.5160784641921055e-05, + 1.5142600204853807e-05, + 1.5124546735023614e-05, + 1.5107368199096527e-05, + 1.5089725820871536e-05, + 1.5072350834088866e-05, + 1.5054655705171172e-05, + 1.5036732293083332e-05, + 1.5018517842690926e-05, + 1.5000498024164699e-05, + 1.498207166150678e-05, + 1.4963484318286646e-05, + 1.494488515163539e-05, + 1.4926313269825187e-05, + 1.4907875083736144e-05, + 1.4889669728290755e-05, + 1.4871226085233502e-05, + 1.4852373169560451e-05, + 1.4833672139502596e-05, + 1.481504750699969e-05, + 1.4796551113249734e-05, + 1.4778580407437403e-05, + 1.4760425983695313e-05, + 1.4742732673767023e-05, + 1.4725146684213541e-05, + 1.4707606169395149e-05, + 1.4690706848341506e-05, + 1.467428319301689e-05, + 1.4658047803095542e-05, + 1.4641129382653162e-05, + 1.4624192772316746e-05, + 1.4607413504563738e-05, + 1.4590261343983002e-05, + 1.4572834516002331e-05, + 1.4555220332113095e-05, + 1.4537543393089436e-05, + 1.4520246622851118e-05, + 1.450316995033063e-05, + 1.4485935935226735e-05, + 1.4468766494246665e-05, + 1.4451135939452797e-05, + 1.4432969692279585e-05, + 1.4415170880965889e-05, + 1.4396834558283444e-05, + 1.4378503692569211e-05, + 1.4359894521476235e-05, + 1.4341060705191921e-05, + 1.4322286006063223e-05, + 1.4303085663414095e-05, + 1.4284450116974767e-05, + 1.4265979189076461e-05, + 1.4247782019083388e-05, + 1.4229595763026737e-05, + 1.4211595043889247e-05, + 1.4193667084327899e-05, + 1.4175381693348754e-05, + 1.415764563716948e-05, + 1.4139766790322028e-05, + 1.4121914318820927e-05, + 1.4104210094956215e-05, + 1.4086557712289505e-05, + 1.406909268553136e-05, + 1.4051575817575213e-05, + 1.4034287232789211e-05, + 1.401753797836136e-05, + 1.4000772353028879e-05, + 1.3984094039187767e-05, + 1.3967494851385709e-05, + 1.3951250366517343e-05, + 1.3934918570157606e-05, + 1.3918731383455452e-05, + 1.3902786122343969e-05, + 1.3886337910662405e-05, + 1.3870140719518531e-05, + 1.3854136341251433e-05, + 1.3838553968525957e-05, + 1.3823175322613679e-05, + 1.3807926734443754e-05, + 1.3792916433885694e-05, + 1.3778148058918305e-05, + 1.3762933122052345e-05, + 1.3747533557761926e-05, + 1.3732334991800599e-05, + 1.3717067304241937e-05, + 1.3701839634450153e-05, + 1.3686416423297487e-05, + 1.3671068700205069e-05, + 1.3655891052621882e-05, + 1.3640639735967852e-05, + 1.3625726751342881e-05, + 1.3610410860565025e-05, + 1.3594955817097798e-05, + 1.3579249753092881e-05, + 1.3563846550823655e-05, + 1.3548164133680984e-05, + 1.3532414413930383e-05, + 1.3516814760805573e-05, + 1.3501638022717088e-05, + 1.3486898751580156e-05, + 1.3472313185047824e-05, + 1.3457929526339285e-05, + 1.3443811440083664e-05, + 1.3429975297185592e-05, + 1.3415940884442534e-05, + 1.3401895557763055e-05, + 1.3387706530920696e-05, + 1.3373413821682334e-05, + 1.335908928012941e-05, + 1.3344752005650662e-05, + 1.3330367437447421e-05, + 1.331598741671769e-05, + 1.330152099399129e-05, + 1.3286905414133798e-05, + 1.3272495380078908e-05, + 1.3257879800221417e-05, + 1.3242973182059359e-05, + 1.3227811905380804e-05, + 1.321265062870225e-05, + 1.3197648513596505e-05, + 1.3182136171963066e-05, + 1.3166529242880642e-05, + 1.3151187886251137e-05, + 1.313563552685082e-05, + 1.312052336288616e-05, + 1.3105558537063189e-05, + 1.3090808351989836e-05, + 1.3076237337372731e-05, + 1.3061718163953628e-05, + 1.3047552783973515e-05, + 1.3033615687163547e-05, + 1.3019740435993299e-05, + 1.3005783330299892e-05, + 1.2991606126888655e-05, + 1.2977440746908542e-05, + 1.296337904932443e-05, + 1.2949473784829024e-05, + 1.2935353879584e-05, + 1.2921441339130979e-05, + 1.2907705240650102e-05, + 1.2894012797914911e-05, + 1.2880051144747995e-05, + 1.2866293218394276e-05, + 1.2852551662945189e-05, + 1.283915298699867e-05, + 1.2825691555917729e-05, + 1.2812511158699635e-05, + 1.2799177056876943e-05, + 1.2785843864548951e-05, + 1.2772658010362647e-05, + 1.2759269338857848e-05, + 1.2746026186505333e-05, + 1.2732873074128293e-05, + 1.2719920050585642e-05, + 1.2706932466244325e-05, + 1.2693591088464018e-05, + 1.2680289728450589e-05, + 1.266693197976565e-05, + 1.2653612429858185e-05, + 1.2640607565117534e-05, + 1.2627506293938495e-05, + 1.2614661500265356e-05, + 1.2601932212419342e-05, + 1.2589079233293887e-05, + 1.2575955224747304e-05, + 1.256294399354374e-05, + 1.2549813618534245e-05, + 1.2536418580566533e-05, + 1.2523272744147107e-05, + 1.2509985936048906e-05, + 1.2496835552155972e-05, + 1.2483417776820716e-05, + 1.247004638571525e-05, + 1.2456735021260101e-05, + 1.2443382729543373e-05, + 1.2430068636604119e-05, + 1.2417000107234344e-05, + 1.2403571417962667e-05, + 1.2390080883051269e-05, + 1.2376758604659699e-05, + 1.2363083442323841e-05, + 1.2349111784715205e-05, + 1.2335302017163485e-05, + 1.2321671420068014e-05, + 1.2308119039516896e-05, + 1.2294590305828024e-05, + 1.2281529052415863e-05, + 1.2268403224879876e-05, + 1.2255311048647854e-05, + 1.224237075803103e-05, + 1.2229338608449325e-05, + 1.2216433788125869e-05, + 1.220360445586266e-05, + 1.219071327795973e-05, + 1.2177629287180025e-05, + 1.2164689906057902e-05, + 1.2151983355579432e-05, + 1.2139300451963209e-05, + 1.2126549336244352e-05, + 1.2114185665268451e-05, + 1.2101913853257429e-05, + 1.2089501979062334e-05, + 1.2077042811142746e-05, + 1.2064629117958248e-05, + 1.2052310012222733e-05, + 1.203952433570521e-05, + 1.2026772310491651e-05, + 1.2014262210868765e-05, + 1.2001703908026684e-05, + 1.1989192898909096e-05, + 1.197673464048421e-05, + 1.1964185432589147e-05, + 1.1951560736633837e-05, + 1.1939227078983095e-05, + 1.192666695715161e-05, + 1.1914173228433356e-05, + 1.1901933248736896e-05, + 1.1889984307345003e-05, + 1.1877735232701525e-05, + 1.1865473425132222e-05, + 1.185317069030134e-05, + 1.1840964361908846e-05, + 1.1828718015749473e-05, + 1.1816356163762975e-05, + 1.1804191672126763e-05, + 1.179207902168855e-05, + 1.1780140084738377e-05, + 1.1768311196647119e-05, + 1.1756583262467757e-05, + 1.1744758921850007e-05, + 1.1732883649528958e-05, + 1.1721115697582718e-05, + 1.1709290447470266e-05, + 1.1697769878082909e-05, + 1.1686257494147867e-05, + 1.1674368579406291e-05, + 1.1662401448120363e-05, + 1.1650266060314607e-05, + 1.1638180694717448e-05, + 1.1626148989307694e-05, + 1.1614261893555522e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9639639854431152, + 0.9532710909843445, + 0.9215686917304993, + 1.0, + 1.0, + 0.9152541160583496, + 0.9259259700775146, + 0.9900000095367432, + 0.898989737033844, + 1.0, + 1.0, + 0.9700000286102295, + 1.0, + 1.0, + 0.9051724672317505, + 0.7904761433601379, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.987063467502594, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9793814420700073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9920564889907837, + 1.0, + 0.9920774698257446, + 1.0, + 0.9768637418746948, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9770750999450684, + 0.9919094443321228, + 1.0, + 0.9977098703384399, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9652928709983826, + 1.0, + 1.0, + 0.9886766076087952, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9566062092781067, + 0.9898443222045898, + 0.9774281978607178, + 1.0, + 1.0, + 0.9626865386962891, + 1.0, + 1.0, + 1.0, + 0.9894319772720337, + 0.9966621398925781, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972330331802368, + 0.9950055480003357, + 0.9871723651885986, + 1.0, + 0.9636669754981995, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9830507636070251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9934439659118652, + 1.0, + 1.0, + 0.9680758714675903, + 1.0, + 0.966956615447998, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939286112785339, + 0.9953287243843079, + 1.0, + 0.9899208545684814, + 0.9043635725975037, + 0.9923603534698486, + 1.0, + 1.0, + 1.0, + 0.9804381728172302, + 1.0, + 0.9881045818328857, + 0.963081955909729, + 0.9683334231376648, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9959387183189392, + 1.0, + 1.0, + 1.0, + 0.9969743490219116, + 1.0, + 1.0, + 1.0, + 0.9845003485679626, + 0.992409348487854, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.984707236289978, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.969764769077301, + 0.9958430528640747, + 0.9897958636283875, + 0.9920337200164795, + 0.999527633190155, + 1.0, + 1.0, + 0.9847328066825867, + 0.9896641373634338, + 1.0, + 0.9875432252883911, + 1.0, + 1.0, + 0.9686017632484436, + 1.0, + 0.9853113293647766, + 0.9884050488471985, + 0.9954513311386108, + 1.0, + 1.0, + 0.9984083771705627, + 1.0, + 0.9948279857635498, + 1.0, + 0.9979928731918335, + 1.0, + 0.9726230502128601, + 0.9949814677238464, + 1.0, + 0.9593876600265503, + 0.9572252035140991, + 0.9817087054252625, + 0.9896225929260254, + 1.0, + 0.9806922674179077, + 1.0, + 0.9794978499412537, + 1.0, + 1.0, + 0.9892038106918335, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.973511278629303, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9785086512565613, + 0.9814743995666504, + 1.0, + 1.0, + 1.0, + 0.9915239214897156, + 0.987438976764679, + 0.9766784310340881, + 1.0, + 0.9835514426231384, + 0.9893903732299805, + 1.0, + 1.0, + 1.0, + 0.9914459586143494, + 0.9598473906517029, + 0.9987899661064148, + 1.0, + 1.0, + 1.0, + 0.9568030834197998, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9731125235557556, + 1.0, + 1.0, + 1.0, + 0.992547333240509, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9724045991897583, + 0.956881046295166, + 0.9693349003791809, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9534355401992798, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979188442230225, + 0.9805352687835693, + 1.0, + 0.9991790056228638, + 0.9705364108085632, + 0.9968553185462952, + 0.99587482213974, + 0.9919590353965759, + 0.9647507071495056, + 0.9914703369140625, + 1.0, + 0.9818553924560547, + 0.991150438785553, + 0.9188550710678101, + 1.0, + 0.9730972647666931, + 1.0, + 0.9935083389282227, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9726141691207886, + 1.0, + 1.0, + 1.0, + 0.9980033040046692, + 1.0, + 1.0, + 0.997139573097229, + 1.0, + 1.0, + 0.9788068532943726, + 0.9691458344459534, + 1.0, + 1.0, + 1.0, + 0.9771755933761597, + 0.9628839492797852, + 1.0, + 1.0, + 0.9929215908050537, + 0.9870854616165161, + 0.9896378517150879, + 1.0, + 0.9872349500656128, + 0.972784161567688, + 1.0, + 0.9972726106643677, + 0.9790681004524231, + 1.0, + 1.0, + 0.9956656694412231, + 1.0, + 1.0, + 0.9743433594703674, + 1.0, + 1.0, + 0.9876518249511719, + 0.9995934963226318, + 1.0, + 0.9803049564361572, + 0.9620853066444397, + 1.0, + 0.953449547290802, + 1.0, + 1.0, + 0.977052628993988, + 0.977483332157135, + 1.0, + 0.980835497379303, + 1.0, + 1.0, + 0.9966638684272766, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.977011501789093, + 1.0, + 0.9572139978408813, + 0.9924482107162476, + 1.0, + 0.975427508354187, + 1.0, + 0.9754007458686829, + 1.0, + 1.0, + 0.9776526093482971, + 1.0, + 0.9785824418067932, + 0.9695817828178406, + 1.0, + 1.0, + 0.9902145266532898, + 0.997054398059845, + 1.0, + 1.0, + 0.9979123473167419, + 0.9682554006576538, + 0.9885392189025879, + 0.9403212070465088, + 1.0, + 0.9652072191238403, + 1.0, + 1.0, + 0.996410071849823, + 1.0, + 1.0, + 1.0, + 0.9753761291503906, + 0.9841715097427368, + 1.0, + 0.9726207256317139, + 0.9846265316009521, + 1.0, + 0.9894431233406067, + 1.0, + 1.0, + 1.0, + 0.9969448447227478, + 0.9999042749404907, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9879759550094604, + 1.0, + 1.0, + 0.9588292241096497, + 0.9773814082145691, + 0.9614299535751343, + 0.9928570985794067, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931100606918335, + 0.9798893332481384, + 1.0, + 1.0, + 0.9814876914024353, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9835630059242249, + 1.0, + 0.9872910976409912, + 0.988889753818512, + 0.982333779335022, + 0.9727086424827576, + 1.0, + 0.9995982646942139, + 0.9746021628379822, + 0.9868876338005066, + 1.0, + 1.0, + 0.9961568713188171, + 0.9360231757164001, + 0.9877210855484009, + 1.0, + 1.0, + 1.0, + 1.0, + 0.982085108757019, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992871105670929, + 0.9603914022445679, + 1.0, + 1.0, + 1.0, + 0.9826557040214539, + 1.0, + 0.9459909200668335, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981123685836792, + 0.9811350107192993, + 1.0, + 1.0, + 0.9963183999061584, + 1.0, + 0.974005937576294, + 1.0, + 0.9936420321464539, + 1.0, + 0.9979140162467957, + 0.9436315894126892, + 0.9913608431816101, + 0.9672278165817261, + 0.9540274143218994, + 0.9739285111427307, + 1.0, + 0.9874845147132874, + 0.9970816373825073, + 0.9957350492477417, + 0.9779961705207825, + 0.9692571759223938, + 1.0, + 0.9917833805084229, + 1.0, + 0.9975100755691528, + 1.0, + 0.9930093884468079, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955835342407227, + 0.9824811816215515, + 1.0, + 0.9946276545524597, + 0.9906770586967468, + 1.0, + 0.9975467324256897, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797617197036743, + 1.0, + 0.9962894916534424, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966799020767212, + 0.9947652816772461, + 1.0, + 0.9898098111152649, + 0.9612138867378235, + 0.9694874286651611, + 0.9745005965232849, + 1.0, + 1.0, + 0.9931542277336121, + 0.97745281457901, + 1.0, + 0.9616292119026184, + 0.9657496213912964, + 1.0, + 1.0, + 0.980556309223175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9645957946777344, + 1.0, + 1.0, + 1.0, + 0.9888508915901184, + 1.0, + 1.0, + 0.9685573577880859, + 0.9656723141670227, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984742999076843, + 0.9872660040855408, + 1.0, + 1.0, + 0.9903962016105652, + 0.9631897807121277, + 1.0, + 0.9888749718666077, + 0.9958727359771729, + 0.9752674102783203, + 0.9843728542327881, + 0.9914357662200928, + 0.9729615449905396, + 0.9592176079750061, + 0.9631273746490479, + 1.0, + 0.9941019415855408, + 1.0, + 0.9642776846885681, + 1.0, + 1.0, + 0.9980520606040955, + 1.0, + 0.9941163659095764, + 1.0, + 1.0, + 0.9920440316200256, + 1.0, + 0.9999339580535889, + 0.9685475826263428, + 1.0, + 0.996035635471344, + 0.9892992377281189, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9687573313713074, + 0.9823536276817322, + 1.0, + 0.9970629811286926, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918901920318604, + 1.0, + 1.0, + 0.9801561832427979, + 1.0, + 0.9941964745521545, + 1.0, + 1.0, + 1.0, + 0.9958476424217224, + 1.0, + 0.9853060245513916, + 1.0, + 1.0, + 1.0, + 0.9872576594352722, + 0.9712149500846863, + 0.9776280522346497, + 0.9721773862838745, + 0.9960265755653381, + 0.9994949698448181, + 0.9856009483337402, + 0.993182361125946, + 0.982245147228241, + 0.9847091436386108, + 0.9704909324645996, + 0.9832297563552856, + 0.9774074554443359, + 1.0, + 0.9794259071350098, + 0.9619916081428528, + 0.9846181273460388, + 1.0, + 1.0, + 0.9953519105911255, + 0.992729127407074, + 0.9836847186088562, + 0.998305082321167, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9257044792175293, + 1.0, + 1.0, + 0.971461296081543, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9660260081291199, + 0.9779390096664429, + 0.9932982325553894, + 1.0, + 0.9968293905258179, + 0.9890175461769104, + 1.0, + 1.0, + 0.9887658953666687, + 1.0, + 1.0, + 0.9952436089515686, + 1.0, + 1.0, + 0.9973743557929993, + 1.0, + 1.0, + 1.0, + 0.984363317489624, + 1.0, + 0.9679262638092041, + 1.0, + 0.9666053652763367, + 1.0, + 1.0, + 0.9944151043891907, + 0.9879650473594666, + 0.9946198463439941, + 1.0, + 0.9728912115097046, + 0.9984980821609497, + 0.9892628788948059, + 1.0, + 0.9626334309577942, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9852782487869263, + 1.0, + 0.9647314548492432, + 1.0, + 0.985984206199646, + 1.0, + 0.9894524216651917, + 0.9958006143569946, + 0.9832937121391296, + 0.9943915605545044, + 1.0, + 1.0, + 0.9954581260681152, + 1.0, + 1.0, + 0.9868108034133911, + 1.0, + 1.0, + 0.9903460741043091, + 0.978635311126709, + 0.9838459491729736, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988510608673096, + 1.0, + 0.9965674877166748, + 1.0, + 1.0, + 0.9968587160110474, + 0.9651490449905396, + 0.9916670918464661, + 0.9875674843788147, + 0.9920386672019958, + 1.0, + 0.9707280993461609, + 1.0, + 0.996452271938324, + 0.9549869894981384, + 1.0, + 0.9883720874786377, + 1.0, + 1.0, + 1.0, + 0.9930949211120605, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968208074569702, + 0.9910510778427124, + 1.0, + 1.0, + 0.9959061741828918, + 0.9999538660049438, + 0.9970439076423645, + 0.9754006862640381, + 1.0, + 0.9783168435096741, + 0.997654378414154, + 1.0, + 0.9668934941291809, + 0.9752241969108582, + 0.9918702840805054, + 1.0, + 1.0, + 0.9942949414253235, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9821199178695679, + 0.990943968296051, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9839940667152405, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9747996926307678, + 0.9957255721092224, + 0.9893507361412048, + 1.0, + 0.9938887357711792, + 1.0, + 1.0, + 0.9740646481513977, + 1.0, + 1.0, + 0.9959922432899475, + 1.0, + 0.9934120774269104, + 1.0, + 0.9908879995346069, + 0.9726216197013855, + 1.0, + 0.9985030293464661, + 0.9994003176689148, + 0.9822133183479309, + 1.0, + 0.9947680830955505, + 0.9887855052947998, + 1.0, + 0.9884921312332153, + 0.9917088747024536, + 0.9770846962928772, + 0.9907785058021545, + 0.9948988556861877, + 0.9877665042877197, + 0.9871596097946167, + 1.0, + 1.0, + 0.9903782606124878, + 1.0, + 1.0, + 1.0, + 0.998572826385498, + 0.9924209713935852, + 1.0, + 0.9810879826545715, + 1.0, + 1.0, + 1.0, + 0.9846268892288208, + 1.0, + 1.0, + 0.994157075881958, + 0.9764086604118347, + 0.974575936794281, + 0.9928734302520752, + 0.9895597696304321, + 0.9849657416343689, + 0.9832187294960022, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9893184304237366, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933871626853943, + 1.0, + 1.0, + 0.9866939187049866, + 1.0, + 0.9754160046577454, + 0.9938246607780457, + 0.9893198609352112, + 0.9912852048873901, + 1.0, + 0.9791361093521118, + 0.9872230291366577, + 0.9988122582435608, + 1.0, + 1.0, + 1.0, + 0.9962627291679382, + 0.9920584559440613, + 1.0, + 0.9887521266937256, + 0.9906198382377625, + 1.0, + 1.0, + 0.9888171553611755, + 1.0, + 0.9784207344055176, + 1.0, + 0.982393205165863, + 1.0, + 1.0, + 0.9921855926513672, + 1.0, + 0.9923877716064453, + 0.9964658617973328, + 0.9879090785980225, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9795917272567749, + 1.0, + 0.9835238456726074, + 0.9945495128631592, + 1.0, + 1.0, + 0.9947566390037537, + 1.0, + 1.0, + 0.9846658110618591, + 1.0, + 0.9929444789886475, + 1.0, + 1.0, + 0.9988498091697693, + 1.0, + 1.0, + 0.9848049283027649, + 1.0, + 1.0, + 0.9913171529769897, + 1.0, + 1.0, + 0.9920171499252319, + 0.9905999898910522, + 0.9978290796279907, + 1.0, + 0.9688616991043091, + 1.0, + 1.0, + 0.9918341040611267, + 1.0, + 0.9936035871505737, + 0.9975543022155762, + 1.0, + 1.0, + 0.9923454523086548, + 0.9855991005897522, + 1.0, + 1.0, + 0.9727790355682373, + 0.9957624077796936, + 1.0, + 1.0, + 0.9994974136352539, + 0.9955825805664062, + 1.0, + 1.0, + 0.9843938946723938, + 1.0, + 0.9996160268783569, + 0.9990573525428772, + 1.0, + 1.0, + 0.9805096983909607, + 1.0, + 0.9981878399848938, + 0.9828732013702393, + 0.9793685674667358, + 1.0, + 1.0, + 1.0, + 0.9955170750617981, + 1.0, + 1.0, + 0.9872922301292419, + 0.9989416003227234, + 0.988994836807251, + 0.9939178824424744, + 0.9945759773254395, + 1.0, + 1.0, + 0.9942725300788879, + 1.0, + 0.9773147106170654, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992781281471252, + 0.9991462230682373, + 0.9913895130157471 + ], + "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_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_scalar_eval.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..9abfd97f325d1183282d9496e78614632150109a --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 276.42041015625, + "strength": 132.58709716796875, + "max_strength": 304.760009765625, + "final_strength": 301.6600036621094, + "sample_efficiency": 1.813869943134705e-07, + "training_efficiency": 1.1614261893555522e-05, + "stability": 0.9932172298431396 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_scalar_train.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..9abfd97f325d1183282d9496e78614632150109a --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 276.42041015625, + "strength": 132.58709716796875, + "max_strength": 304.760009765625, + "final_strength": 301.6600036621094, + "sample_efficiency": 1.813869943134705e-07, + "training_efficiency": 1.1614261893555522e-05, + "stability": 0.9932172298431396 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_train.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..db099b8d837ceb607f9fd86d4e55751273878e76 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s2_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 276.42041015625, + "strength": 132.58709716796875, + "max_strength": 304.760009765625, + "final_strength": 301.6600036621094, + "sample_efficiency": 1.813869943134705e-07, + "training_efficiency": 1.1614261893555522e-05, + "stability": 0.9932172298431396 + }, + "local": { + "mean_returns": [ + 1.204545497894287, + 1.46875, + 1.7699999809265137, + 2.009999990463257, + 2.140000104904175, + 2.319999933242798, + 2.2799999713897705, + 2.2300000190734863, + 2.1500000953674316, + 2.319999933242798, + 2.390000104904175, + 2.2899999618530273, + 2.2100000381469727, + 2.200000047683716, + 2.0999999046325684, + 2.0999999046325684, + 2.2100000381469727, + 2.180000066757202, + 2.2899999618530273, + 2.369999885559082, + 2.259999990463257, + 2.0399999618530273, + 2.130000114440918, + 2.25, + 2.259999990463257, + 2.319999933242798, + 2.5299999713897705, + 2.809999942779541, + 3.2300000190734863, + 3.490000009536743, + 3.9200000762939453, + 4.440000057220459, + 4.75, + 5.210000038146973, + 5.489999771118164, + 5.900000095367432, + 6.420000076293945, + 6.630000114440918, + 6.929999828338623, + 7.159999847412109, + 7.349999904632568, + 7.980000019073486, + 8.329999923706055, + 8.739999771118164, + 8.880000114440918, + 8.9399995803833, + 8.84000015258789, + 9.199999809265137, + 9.350000381469727, + 9.970000267028809, + 10.40999984741211, + 11.210000038146973, + 11.489999771118164, + 11.510000228881836, + 11.739999771118164, + 11.880000114440918, + 11.65999984741211, + 11.8100004196167, + 11.979999542236328, + 12.039999961853027, + 12.289999961853027, + 12.539999961853027, + 12.449999809265137, + 12.569999694824219, + 12.479999542236328, + 12.880000114440918, + 12.609999656677246, + 12.989999771118164, + 13.079999923706055, + 13.289999961853027, + 13.380000114440918, + 13.449999809265137, + 13.539999961853027, + 13.859999656677246, + 13.569999694824219, + 13.470000267028809, + 14.3100004196167, + 14.279999732971191, + 14.5, + 14.529999732971191, + 14.829999923706055, + 15.039999961853027, + 14.5600004196167, + 14.930000305175781, + 15.34000015258789, + 15.180000305175781, + 15.880000114440918, + 16.06999969482422, + 16.309999465942383, + 16.649999618530273, + 15.979999542236328, + 15.829999923706055, + 15.5, + 15.609999656677246, + 15.949999809265137, + 15.399999618530273, + 16.190000534057617, + 16.229999542236328, + 16.350000381469727, + 16.190000534057617, + 16.139999389648438, + 17.200000762939453, + 17.329999923706055, + 17.5, + 17.729999542236328, + 18.25, + 18.969999313354492, + 19.09000015258789, + 19.270000457763672, + 19.280000686645508, + 19.229999542236328, + 19.139999389648438, + 18.90999984741211, + 19.100000381469727, + 18.450000762939453, + 18.540000915527344, + 18.850000381469727, + 19.030000686645508, + 19.5, + 19.190000534057617, + 19.31999969482422, + 19.739999771118164, + 20.030000686645508, + 20.8799991607666, + 21.030000686645508, + 21.31999969482422, + 22.09000015258789, + 22.469999313354492, + 23.149999618530273, + 23.649999618530273, + 23.68000030517578, + 24.0, + 24.09000015258789, + 23.940000534057617, + 24.030000686645508, + 24.389999389648438, + 23.649999618530273, + 24.209999084472656, + 23.450000762939453, + 23.559999465942383, + 23.790000915527344, + 23.899999618530273, + 25.229999542236328, + 28.5, + 28.950000762939453, + 29.110000610351562, + 29.209999084472656, + 29.040000915527344, + 28.90999984741211, + 28.989999771118164, + 28.709999084472656, + 26.079999923706055, + 25.889999389648438, + 26.18000030517578, + 26.450000762939453, + 26.770000457763672, + 26.270000457763672, + 26.43000030517578, + 26.1299991607666, + 25.209999084472656, + 24.450000762939453, + 24.600000381469727, + 24.8700008392334, + 25.020000457763672, + 25.940000534057617, + 26.719999313354492, + 26.8799991607666, + 27.889999389648438, + 29.280000686645508, + 30.049999237060547, + 30.829999923706055, + 31.229999542236328, + 31.850000381469727, + 32.459999084472656, + 33.220001220703125, + 33.09000015258789, + 33.7599983215332, + 33.959999084472656, + 34.2599983215332, + 34.15999984741211, + 34.9900016784668, + 37.119998931884766, + 37.34000015258789, + 36.779998779296875, + 36.5099983215332, + 37.72999954223633, + 38.150001525878906, + 39.52000045776367, + 39.68000030517578, + 41.720001220703125, + 42.91999816894531, + 43.060001373291016, + 42.41999816894531, + 43.75, + 45.040000915527344, + 45.209999084472656, + 45.70000076293945, + 45.86000061035156, + 44.5099983215332, + 44.33000183105469, + 43.88999938964844, + 43.54999923706055, + 43.529998779296875, + 44.040000915527344, + 44.439998626708984, + 43.779998779296875, + 43.34000015258789, + 44.560001373291016, + 44.02000045776367, + 45.33000183105469, + 45.47999954223633, + 44.09000015258789, + 44.099998474121094, + 43.470001220703125, + 42.97999954223633, + 42.790000915527344, + 44.619998931884766, + 45.189998626708984, + 45.119998931884766, + 45.68000030517578, + 45.45000076293945, + 46.04999923706055, + 45.959999084472656, + 48.33000183105469, + 47.040000915527344, + 46.810001373291016, + 48.2400016784668, + 46.33000183105469, + 44.400001525878906, + 43.61000061035156, + 43.16999816894531, + 43.68000030517578, + 42.86000061035156, + 44.619998931884766, + 43.72999954223633, + 44.400001525878906, + 45.66999816894531, + 45.189998626708984, + 46.22999954223633, + 47.0099983215332, + 47.290000915527344, + 48.400001525878906, + 49.619998931884766, + 49.75, + 49.90999984741211, + 48.619998931884766, + 49.16999816894531, + 49.400001525878906, + 51.119998931884766, + 52.38999938964844, + 52.56999969482422, + 54.5, + 54.720001220703125, + 53.56999969482422, + 52.599998474121094, + 54.0, + 58.11000061035156, + 59.02000045776367, + 58.529998779296875, + 57.810001373291016, + 56.4900016784668, + 57.75, + 56.81999969482422, + 56.22999954223633, + 57.31999969482422, + 58.36000061035156, + 62.0, + 61.47999954223633, + 59.060001373291016, + 58.9900016784668, + 60.529998779296875, + 62.79999923706055, + 63.02000045776367, + 60.349998474121094, + 60.65999984741211, + 63.220001220703125, + 65.66000366210938, + 66.81999969482422, + 67.04000091552734, + 65.2699966430664, + 66.48999786376953, + 67.26000213623047, + 68.30000305175781, + 67.80000305175781, + 67.9000015258789, + 70.61000061035156, + 75.48999786376953, + 75.86000061035156, + 73.80000305175781, + 70.66999816894531, + 68.54000091552734, + 70.37000274658203, + 70.41000366210938, + 70.6500015258789, + 71.19000244140625, + 73.30000305175781, + 75.47000122070312, + 76.16000366210938, + 72.66999816894531, + 74.48999786376953, + 75.38999938964844, + 76.41000366210938, + 79.26000213623047, + 80.87999725341797, + 81.01000213623047, + 81.93000030517578, + 86.25, + 87.69999694824219, + 87.5199966430664, + 85.83999633789062, + 86.47000122070312, + 86.4000015258789, + 83.88999938964844, + 83.62999725341797, + 83.29000091552734, + 82.62999725341797, + 79.76000213623047, + 79.08999633789062, + 79.47000122070312, + 78.05000305175781, + 77.37000274658203, + 71.19000244140625, + 72.94999694824219, + 71.0199966430664, + 72.06999969482422, + 71.61000061035156, + 73.20999908447266, + 75.83999633789062, + 77.93000030517578, + 82.12999725341797, + 84.37999725341797, + 84.83000183105469, + 82.54000091552734, + 84.54000091552734, + 90.83999633789062, + 91.36000061035156, + 91.18000030517578, + 93.44000244140625, + 95.5999984741211, + 95.33000183105469, + 95.58000183105469, + 95.58000183105469, + 93.58000183105469, + 90.7300033569336, + 95.43000030517578, + 95.62000274658203, + 97.16000366210938, + 94.97000122070312, + 91.48999786376953, + 96.63999938964844, + 98.69000244140625, + 98.0, + 96.75, + 95.76000213623047, + 98.3499984741211, + 97.11000061035156, + 94.5, + 96.54000091552734, + 96.27999877929688, + 94.29000091552734, + 96.0199966430664, + 98.11000061035156, + 97.69000244140625, + 98.56999969482422, + 99.81999969482422, + 97.29000091552734, + 100.41999816894531, + 100.81999969482422, + 99.58999633789062, + 99.55000305175781, + 100.22000122070312, + 98.2699966430664, + 94.58999633789062, + 97.0199966430664, + 92.55999755859375, + 95.47000122070312, + 96.20999908447266, + 94.02999877929688, + 91.94000244140625, + 94.08999633789062, + 92.30999755859375, + 93.80000305175781, + 97.12999725341797, + 96.80999755859375, + 98.0999984741211, + 101.16000366210938, + 102.5999984741211, + 103.30000305175781, + 105.61000061035156, + 103.20999908447266, + 103.58000183105469, + 99.19999694824219, + 98.45999908447266, + 98.87999725341797, + 96.4800033569336, + 100.4000015258789, + 97.95999908447266, + 102.81999969482422, + 107.70999908447266, + 105.33000183105469, + 111.4000015258789, + 109.04000091552734, + 105.76000213623047, + 107.41999816894531, + 107.48999786376953, + 106.44999694824219, + 106.13999938964844, + 110.41999816894531, + 111.37999725341797, + 111.1500015258789, + 107.66000366210938, + 106.44000244140625, + 100.16000366210938, + 103.52999877929688, + 99.97000122070312, + 101.4000015258789, + 101.48999786376953, + 101.12999725341797, + 102.0199966430664, + 102.69000244140625, + 103.55000305175781, + 101.02999877929688, + 99.44999694824219, + 100.19000244140625, + 97.4800033569336, + 96.0, + 97.83000183105469, + 96.80999755859375, + 100.44000244140625, + 102.16000366210938, + 105.94999694824219, + 105.62999725341797, + 105.62000274658203, + 105.80000305175781, + 106.12000274658203, + 107.2699966430664, + 110.98999786376953, + 109.66999816894531, + 110.58999633789062, + 114.63999938964844, + 109.97000122070312, + 107.51000213623047, + 103.41000366210938, + 102.68000030517578, + 104.36000061035156, + 105.81999969482422, + 108.44999694824219, + 109.87000274658203, + 113.63999938964844, + 115.87000274658203, + 115.08000183105469, + 112.79000091552734, + 120.20999908447266, + 121.12999725341797, + 118.91000366210938, + 123.56999969482422, + 123.9800033569336, + 130.5399932861328, + 132.6199951171875, + 130.4600067138672, + 133.39999389648438, + 131.72000122070312, + 130.27000427246094, + 127.98999786376953, + 124.52999877929688, + 125.68000030517578, + 125.62999725341797, + 122.47000122070312, + 120.87999725341797, + 123.83999633789062, + 126.11000061035156, + 125.62999725341797, + 117.66999816894531, + 116.23999786376953, + 116.80000305175781, + 118.38999938964844, + 121.37999725341797, + 121.77999877929688, + 119.62000274658203, + 121.91999816894531, + 121.91999816894531, + 123.55999755859375, + 128.86000061035156, + 127.94999694824219, + 122.93000030517578, + 123.11000061035156, + 124.77999877929688, + 128.6300048828125, + 126.41999816894531, + 127.30000305175781, + 120.48999786376953, + 121.33000183105469, + 123.66000366210938, + 129.5500030517578, + 132.42999267578125, + 137.36000061035156, + 134.7899932861328, + 132.27000427246094, + 136.32000732421875, + 137.02000427246094, + 136.52000427246094, + 143.5500030517578, + 139.85000610351562, + 145.91000366210938, + 144.99000549316406, + 145.02999877929688, + 144.72999572753906, + 136.63999938964844, + 135.47000122070312, + 131.07000732421875, + 125.0999984741211, + 121.87000274658203, + 122.66000366210938, + 121.13999938964844, + 120.79000091552734, + 120.27999877929688, + 117.66000366210938, + 114.08000183105469, + 116.83000183105469, + 115.87999725341797, + 117.68000030517578, + 117.38999938964844, + 118.51000213623047, + 117.69000244140625, + 122.68000030517578, + 130.41000366210938, + 132.6999969482422, + 134.77999877929688, + 134.8000030517578, + 134.2100067138672, + 131.8800048828125, + 137.08999633789062, + 136.36000061035156, + 135.10000610351562, + 139.8000030517578, + 139.4600067138672, + 142.38999938964844, + 146.60000610351562, + 152.92999267578125, + 156.02999877929688, + 157.35000610351562, + 154.19000244140625, + 154.8300018310547, + 154.25999450683594, + 157.35000610351562, + 159.94000244140625, + 168.77000427246094, + 169.77000427246094, + 169.8800048828125, + 169.32000732421875, + 168.44000244140625, + 170.0, + 168.27999877929688, + 161.8000030517578, + 156.89999389648438, + 152.92999267578125, + 157.5, + 157.50999450683594, + 156.44000244140625, + 152.94000244140625, + 153.92999267578125, + 148.07000732421875, + 143.0399932861328, + 152.44000244140625, + 152.92999267578125, + 149.97999572753906, + 151.5800018310547, + 151.86000061035156, + 157.08999633789062, + 162.16000366210938, + 163.6199951171875, + 157.8699951171875, + 159.41000366210938, + 161.14999389648438, + 161.75999450683594, + 159.97000122070312, + 160.27000427246094, + 161.82000732421875, + 156.77000427246094, + 151.42999267578125, + 155.7100067138672, + 156.3699951171875, + 156.6699981689453, + 157.88999938964844, + 158.50999450683594, + 158.27000427246094, + 156.27000427246094, + 157.69000244140625, + 159.47999572753906, + 157.9600067138672, + 152.19000244140625, + 153.1199951171875, + 151.42999267578125, + 150.80999755859375, + 147.11000061035156, + 144.8300018310547, + 143.60000610351562, + 139.75, + 134.10000610351562, + 129.1999969482422, + 131.75999450683594, + 130.99000549316406, + 135.3000030517578, + 130.50999450683594, + 131.44000244140625, + 134.67999267578125, + 134.4199981689453, + 142.27999877929688, + 141.4499969482422, + 150.63999938964844, + 152.0399932861328, + 150.83999633789062, + 152.55999755859375, + 152.5500030517578, + 147.7899932861328, + 155.0800018310547, + 154.47000122070312, + 152.8300018310547, + 158.36000061035156, + 163.77999877929688, + 167.8699951171875, + 170.85000610351562, + 165.5500030517578, + 162.64999389648438, + 164.63999938964844, + 164.16000366210938, + 169.99000549316406, + 173.52999877929688, + 176.82000732421875, + 183.55999755859375, + 190.52000427246094, + 197.27000427246094, + 195.67999267578125, + 202.67999267578125, + 204.8000030517578, + 200.75999450683594, + 201.08999633789062, + 199.92999267578125, + 200.0399932861328, + 202.82000732421875, + 208.32000732421875, + 207.4600067138672, + 212.17999267578125, + 209.0800018310547, + 209.36000061035156, + 213.80999755859375, + 219.3800048828125, + 216.60000610351562, + 210.39999389648438, + 205.72000122070312, + 200.02999877929688, + 199.24000549316406, + 199.13999938964844, + 196.2899932861328, + 194.9600067138672, + 191.52000427246094, + 188.61000061035156, + 183.0800018310547, + 180.02999877929688, + 175.99000549316406, + 177.16000366210938, + 173.5399932861328, + 166.99000549316406, + 164.44000244140625, + 168.57000732421875, + 171.1699981689453, + 170.3800048828125, + 169.14999389648438, + 166.41000366210938, + 166.1300048828125, + 167.07000732421875, + 169.10000610351562, + 175.77000427246094, + 177.3800048828125, + 178.75999450683594, + 186.8699951171875, + 188.57000732421875, + 174.64999389648438, + 175.9600067138672, + 176.05999755859375, + 171.07000732421875, + 171.25, + 172.35000610351562, + 174.74000549316406, + 176.2899932861328, + 178.11000061035156, + 172.10000610351562, + 168.3300018310547, + 167.2100067138672, + 168.3699951171875, + 167.83999633789062, + 166.00999450683594, + 169.38999938964844, + 177.4600067138672, + 175.47999572753906, + 181.4199981689453, + 184.1199951171875, + 183.25, + 188.3699951171875, + 191.63999938964844, + 191.13999938964844, + 196.13999938964844, + 198.22999572753906, + 202.02000427246094, + 198.8800048828125, + 198.8800048828125, + 192.5399932861328, + 197.0500030517578, + 190.50999450683594, + 195.24000549316406, + 201.75, + 200.6300048828125, + 198.22999572753906, + 197.1699981689453, + 199.6699981689453, + 194.2899932861328, + 194.0, + 191.92999267578125, + 192.2899932861328, + 185.14999389648438, + 189.02000427246094, + 191.16000366210938, + 193.52000427246094, + 196.16000366210938, + 193.2899932861328, + 194.3000030517578, + 187.49000549316406, + 189.57000732421875, + 186.92999267578125, + 188.92999267578125, + 186.9499969482422, + 186.1699981689453, + 183.0800018310547, + 182.05999755859375, + 184.9600067138672, + 190.55999755859375, + 189.6999969482422, + 191.11000061035156, + 194.5500030517578, + 192.0, + 196.27000427246094, + 201.1300048828125, + 199.1999969482422, + 194.97000122070312, + 191.83999633789062, + 198.66000366210938, + 204.75999450683594, + 208.42999267578125, + 210.08999633789062, + 209.85000610351562, + 210.97000122070312, + 210.25, + 212.27000427246094, + 214.5, + 213.8300018310547, + 206.4199981689453, + 204.7100067138672, + 202.17999267578125, + 200.5800018310547, + 201.05999755859375, + 195.2100067138672, + 198.52000427246094, + 197.82000732421875, + 188.97000122070312, + 194.7100067138672, + 192.4600067138672, + 196.67999267578125, + 199.91000366210938, + 203.9600067138672, + 202.55999755859375, + 207.8800048828125, + 210.49000549316406, + 211.4499969482422, + 211.9600067138672, + 211.2899932861328, + 209.41000366210938, + 213.0399932861328, + 218.61000061035156, + 217.72000122070312, + 217.7100067138672, + 217.07000732421875, + 211.75999450683594, + 214.74000549316406, + 210.11000061035156, + 209.6199951171875, + 209.92999267578125, + 203.02000427246094, + 198.02000427246094, + 196.4199981689453, + 205.33999633789062, + 206.2899932861328, + 205.1199951171875, + 210.3800048828125, + 214.58999633789062, + 217.6999969482422, + 219.3300018310547, + 215.42999267578125, + 213.49000549316406, + 216.22999572753906, + 216.25999450683594, + 222.86000061035156, + 230.5, + 226.8300018310547, + 234.5800018310547, + 235.47999572753906, + 240.02000427246094, + 243.9199981689453, + 244.22999572753906, + 250.80999755859375, + 244.52000427246094, + 243.47999572753906, + 240.89999389648438, + 241.75, + 240.27999877929688, + 240.27999877929688, + 246.0500030517578, + 239.6999969482422, + 242.60000610351562, + 243.24000549316406, + 242.27000427246094, + 242.55999755859375, + 240.97000122070312, + 242.64999389648438, + 240.4499969482422, + 233.89999389648438, + 235.02000427246094, + 234.6699981689453, + 234.52999877929688, + 230.3800048828125, + 232.47999572753906, + 231.27000427246094, + 228.69000244140625, + 236.6999969482422, + 233.99000549316406, + 232.05999755859375, + 226.77000427246094, + 224.69000244140625, + 223.5500030517578, + 220.8300018310547, + 218.00999450683594, + 225.3000030517578, + 228.82000732421875, + 226.6300048828125, + 228.44000244140625, + 228.69000244140625, + 232.44000244140625, + 232.11000061035156, + 230.36000061035156, + 232.27999877929688, + 227.91000366210938, + 234.8699951171875, + 237.80999755859375, + 242.5399932861328, + 238.8300018310547, + 244.0, + 245.9499969482422, + 244.52000427246094, + 238.77999877929688, + 232.74000549316406, + 231.08999633789062, + 228.69000244140625, + 225.27000427246094, + 221.50999450683594, + 225.3699951171875, + 226.25, + 229.30999755859375, + 231.72000122070312, + 233.00999450683594, + 233.97999572753906, + 235.5399932861328, + 236.32000732421875, + 238.52999877929688, + 241.80999755859375, + 239.24000549316406, + 243.47000122070312, + 249.16000366210938, + 254.3000030517578, + 255.25999450683594, + 253.5800018310547, + 263.1499938964844, + 265.75, + 262.2300109863281, + 266.8299865722656, + 260.29998779296875, + 258.70001220703125, + 255.9499969482422, + 253.72999572753906, + 253.8000030517578, + 248.52999877929688, + 245.3699951171875, + 245.0800018310547, + 247.35000610351562, + 252.10000610351562, + 252.72999572753906, + 251.7899932861328, + 249.8000030517578, + 254.58999633789062, + 251.74000549316406, + 249.38999938964844, + 249.41000366210938, + 255.1699981689453, + 252.3300018310547, + 252.83999633789062, + 247.41000366210938, + 249.41000366210938, + 245.0399932861328, + 248.6699981689453, + 249.47000122070312, + 247.52999877929688, + 252.1199951171875, + 250.2100067138672, + 249.3300018310547, + 246.3300018310547, + 247.80999755859375, + 255.3699951171875, + 255.42999267578125, + 257.3599853515625, + 257.4800109863281, + 252.25, + 254.91000366210938, + 250.72999572753906, + 249.3699951171875, + 252.55999755859375, + 258.67999267578125, + 257.3299865722656, + 260.489990234375, + 266.6300048828125, + 262.55999755859375, + 266.25, + 264.3800048828125, + 270.7300109863281, + 270.7300109863281, + 270.4200134277344, + 272.17999267578125, + 272.3500061035156, + 268.2300109863281, + 276.5400085449219, + 278.7699890136719, + 276.3599853515625, + 284.6099853515625, + 291.8299865722656, + 289.510009765625, + 286.79998779296875, + 286.17999267578125, + 286.7099914550781, + 277.82000732421875, + 280.1300048828125, + 280.4200134277344, + 278.1400146484375, + 281.04998779296875, + 279.260009765625, + 278.5799865722656, + 280.8299865722656, + 286.010009765625, + 283.8299865722656, + 279.760009765625, + 280.1600036621094, + 282.6099853515625, + 274.95001220703125, + 273.7900085449219, + 277.80999755859375, + 279.7900085449219, + 279.6499938964844, + 278.4200134277344, + 290.0, + 290.20001220703125, + 285.69000244140625, + 287.7300109863281, + 287.6199951171875, + 287.3500061035156, + 290.42999267578125, + 293.1499938964844, + 287.4599914550781, + 293.67999267578125, + 293.1499938964844, + 288.1499938964844, + 282.2300109863281, + 290.239990234375, + 291.5, + 293.42999267578125, + 292.1199951171875, + 294.1000061035156, + 297.8800048828125, + 294.1099853515625, + 293.79998779296875, + 290.5799865722656, + 288.82000732421875, + 287.260009765625, + 290.57000732421875, + 292.7900085449219, + 291.1199951171875, + 293.4700012207031, + 286.8399963378906, + 287.5199890136719, + 297.79998779296875, + 300.760009765625, + 305.9700012207031, + 305.75, + 305.489990234375, + 302.8699951171875 + ], + "strengths": [ + -0.005454540252685547, + 0.25874996185302734, + 0.559999942779541, + 0.7999999523162842, + 0.9300000667572021, + 1.1099998950958252, + 1.0699999332427979, + 1.0199999809265137, + 0.940000057220459, + 1.1099998950958252, + 1.1800000667572021, + 1.0799999237060547, + 1.0, + 0.9900000095367432, + 0.8899998664855957, + 0.8899998664855957, + 1.0, + 0.9700000286102295, + 1.0799999237060547, + 1.1599998474121094, + 1.0499999523162842, + 0.8299999237060547, + 0.9200000762939453, + 1.0399999618530273, + 1.0499999523162842, + 1.1099998950958252, + 1.3199999332427979, + 1.5999999046325684, + 2.0199999809265137, + 2.2799999713897705, + 2.7100000381469727, + 3.2300000190734863, + 3.5399999618530273, + 4.0, + 4.279999732971191, + 4.690000057220459, + 5.210000038146973, + 5.420000076293945, + 5.71999979019165, + 5.949999809265137, + 6.139999866485596, + 6.769999980926514, + 7.119999885559082, + 7.529999732971191, + 7.670000076293945, + 7.729999542236328, + 7.630000114440918, + 7.989999771118164, + 8.140000343322754, + 8.760000228881836, + 9.199999809265137, + 10.0, + 10.279999732971191, + 10.300000190734863, + 10.529999732971191, + 10.670000076293945, + 10.449999809265137, + 10.600000381469727, + 10.769999504089355, + 10.829999923706055, + 11.079999923706055, + 11.329999923706055, + 11.239999771118164, + 11.359999656677246, + 11.269999504089355, + 11.670000076293945, + 11.399999618530273, + 11.779999732971191, + 11.869999885559082, + 12.079999923706055, + 12.170000076293945, + 12.239999771118164, + 12.329999923706055, + 12.649999618530273, + 12.359999656677246, + 12.260000228881836, + 13.100000381469727, + 13.069999694824219, + 13.289999961853027, + 13.319999694824219, + 13.619999885559082, + 13.829999923706055, + 13.350000381469727, + 13.720000267028809, + 14.130000114440918, + 13.970000267028809, + 14.670000076293945, + 14.859999656677246, + 15.09999942779541, + 15.4399995803833, + 14.769999504089355, + 14.619999885559082, + 14.289999961853027, + 14.399999618530273, + 14.739999771118164, + 14.1899995803833, + 14.980000495910645, + 15.019999504089355, + 15.140000343322754, + 14.980000495910645, + 14.929999351501465, + 15.99000072479248, + 16.119998931884766, + 16.290000915527344, + 16.520000457763672, + 17.040000915527344, + 17.759998321533203, + 17.880001068115234, + 18.060001373291016, + 18.06999969482422, + 18.020000457763672, + 17.93000030517578, + 17.700000762939453, + 17.889999389648438, + 17.240001678466797, + 17.330001831054688, + 17.639999389648438, + 17.81999969482422, + 18.290000915527344, + 17.979999542236328, + 18.110000610351562, + 18.529998779296875, + 18.81999969482422, + 19.669998168945312, + 19.81999969482422, + 20.110000610351562, + 20.880001068115234, + 21.259998321533203, + 21.939998626708984, + 22.439998626708984, + 22.470001220703125, + 22.790000915527344, + 22.880001068115234, + 22.729999542236328, + 22.81999969482422, + 23.18000030517578, + 22.439998626708984, + 23.0, + 22.240001678466797, + 22.349998474121094, + 22.580001831054688, + 22.689998626708984, + 24.020000457763672, + 27.290000915527344, + 27.740001678466797, + 27.900001525878906, + 28.0, + 27.830001831054688, + 27.700000762939453, + 27.779998779296875, + 27.5, + 24.869998931884766, + 24.68000030517578, + 24.970001220703125, + 25.240001678466797, + 25.560001373291016, + 25.060001373291016, + 25.220001220703125, + 24.919998168945312, + 24.0, + 23.240001678466797, + 23.389999389648438, + 23.65999984741211, + 23.810001373291016, + 24.729999542236328, + 25.509998321533203, + 25.669998168945312, + 26.68000030517578, + 28.06999969482422, + 28.84000015258789, + 29.619998931884766, + 30.020000457763672, + 30.639999389648438, + 31.25, + 32.01000213623047, + 31.880001068115234, + 32.54999923706055, + 32.75, + 33.04999923706055, + 32.95000076293945, + 33.78000259399414, + 35.90999984741211, + 36.130001068115234, + 35.56999969482422, + 35.29999923706055, + 36.52000045776367, + 36.94000244140625, + 38.310001373291016, + 38.470001220703125, + 40.51000213623047, + 41.709999084472656, + 41.85000228881836, + 41.209999084472656, + 42.540000915527344, + 43.83000183105469, + 44.0, + 44.4900016784668, + 44.650001525878906, + 43.29999923706055, + 43.12000274658203, + 42.68000030517578, + 42.34000015258789, + 42.31999969482422, + 42.83000183105469, + 43.22999954223633, + 42.56999969482422, + 42.130001068115234, + 43.35000228881836, + 42.810001373291016, + 44.12000274658203, + 44.27000045776367, + 42.880001068115234, + 42.88999938964844, + 42.26000213623047, + 41.77000045776367, + 41.58000183105469, + 43.40999984741211, + 43.97999954223633, + 43.90999984741211, + 44.470001220703125, + 44.2400016784668, + 44.84000015258789, + 44.75, + 47.12000274658203, + 45.83000183105469, + 45.60000228881836, + 47.03000259399414, + 45.12000274658203, + 43.19000244140625, + 42.400001525878906, + 41.959999084472656, + 42.470001220703125, + 41.650001525878906, + 43.40999984741211, + 42.52000045776367, + 43.19000244140625, + 44.459999084472656, + 43.97999954223633, + 45.02000045776367, + 45.79999923706055, + 46.08000183105469, + 47.19000244140625, + 48.40999984741211, + 48.540000915527344, + 48.70000076293945, + 47.40999984741211, + 47.959999084472656, + 48.19000244140625, + 49.90999984741211, + 51.18000030517578, + 51.36000061035156, + 53.290000915527344, + 53.51000213623047, + 52.36000061035156, + 51.38999938964844, + 52.790000915527344, + 56.900001525878906, + 57.810001373291016, + 57.31999969482422, + 56.60000228881836, + 55.28000259399414, + 56.540000915527344, + 55.61000061035156, + 55.02000045776367, + 56.11000061035156, + 57.150001525878906, + 60.790000915527344, + 60.27000045776367, + 57.85000228881836, + 57.78000259399414, + 59.31999969482422, + 61.59000015258789, + 61.810001373291016, + 59.13999938964844, + 59.45000076293945, + 62.01000213623047, + 64.45000457763672, + 65.61000061035156, + 65.83000183105469, + 64.05999755859375, + 65.27999877929688, + 66.05000305175781, + 67.09000396728516, + 66.59000396728516, + 66.69000244140625, + 69.4000015258789, + 74.27999877929688, + 74.6500015258789, + 72.59000396728516, + 69.45999908447266, + 67.33000183105469, + 69.16000366210938, + 69.20000457763672, + 69.44000244140625, + 69.9800033569336, + 72.09000396728516, + 74.26000213623047, + 74.95000457763672, + 71.45999908447266, + 73.27999877929688, + 74.18000030517578, + 75.20000457763672, + 78.05000305175781, + 79.66999816894531, + 79.80000305175781, + 80.72000122070312, + 85.04000091552734, + 86.48999786376953, + 86.30999755859375, + 84.62999725341797, + 85.26000213623047, + 85.19000244140625, + 82.68000030517578, + 82.41999816894531, + 82.08000183105469, + 81.41999816894531, + 78.55000305175781, + 77.87999725341797, + 78.26000213623047, + 76.84000396728516, + 76.16000366210938, + 69.9800033569336, + 71.73999786376953, + 69.80999755859375, + 70.86000061035156, + 70.4000015258789, + 72.0, + 74.62999725341797, + 76.72000122070312, + 80.91999816894531, + 83.16999816894531, + 83.62000274658203, + 81.33000183105469, + 83.33000183105469, + 89.62999725341797, + 90.1500015258789, + 89.97000122070312, + 92.2300033569336, + 94.38999938964844, + 94.12000274658203, + 94.37000274658203, + 94.37000274658203, + 92.37000274658203, + 89.52000427246094, + 94.22000122070312, + 94.41000366210938, + 95.95000457763672, + 93.76000213623047, + 90.27999877929688, + 95.43000030517578, + 97.4800033569336, + 96.79000091552734, + 95.54000091552734, + 94.55000305175781, + 97.13999938964844, + 95.9000015258789, + 93.29000091552734, + 95.33000183105469, + 95.06999969482422, + 93.08000183105469, + 94.80999755859375, + 96.9000015258789, + 96.4800033569336, + 97.36000061035156, + 98.61000061035156, + 96.08000183105469, + 99.20999908447266, + 99.61000061035156, + 98.37999725341797, + 98.34000396728516, + 99.01000213623047, + 97.05999755859375, + 93.37999725341797, + 95.80999755859375, + 91.3499984741211, + 94.26000213623047, + 95.0, + 92.81999969482422, + 90.7300033569336, + 92.87999725341797, + 91.0999984741211, + 92.59000396728516, + 95.91999816894531, + 95.5999984741211, + 96.88999938964844, + 99.95000457763672, + 101.38999938964844, + 102.09000396728516, + 104.4000015258789, + 102.0, + 102.37000274658203, + 97.98999786376953, + 97.25, + 97.66999816894531, + 95.27000427246094, + 99.19000244140625, + 96.75, + 101.61000061035156, + 106.5, + 104.12000274658203, + 110.19000244140625, + 107.83000183105469, + 104.55000305175781, + 106.20999908447266, + 106.27999877929688, + 105.23999786376953, + 104.93000030517578, + 109.20999908447266, + 110.16999816894531, + 109.94000244140625, + 106.45000457763672, + 105.2300033569336, + 98.95000457763672, + 102.31999969482422, + 98.76000213623047, + 100.19000244140625, + 100.27999877929688, + 99.91999816894531, + 100.80999755859375, + 101.4800033569336, + 102.34000396728516, + 99.81999969482422, + 98.23999786376953, + 98.9800033569336, + 96.27000427246094, + 94.79000091552734, + 96.62000274658203, + 95.5999984741211, + 99.2300033569336, + 100.95000457763672, + 104.73999786376953, + 104.41999816894531, + 104.41000366210938, + 104.59000396728516, + 104.91000366210938, + 106.05999755859375, + 109.77999877929688, + 108.45999908447266, + 109.37999725341797, + 113.43000030517578, + 108.76000213623047, + 106.30000305175781, + 102.20000457763672, + 101.47000122070312, + 103.1500015258789, + 104.61000061035156, + 107.23999786376953, + 108.66000366210938, + 112.43000030517578, + 114.66000366210938, + 113.87000274658203, + 111.58000183105469, + 119.0, + 119.91999816894531, + 117.70000457763672, + 122.36000061035156, + 122.77000427246094, + 129.32998657226562, + 131.4099884033203, + 129.25, + 132.1899871826172, + 130.50999450683594, + 129.05999755859375, + 126.77999877929688, + 123.31999969482422, + 124.47000122070312, + 124.41999816894531, + 121.26000213623047, + 119.66999816894531, + 122.62999725341797, + 124.9000015258789, + 124.41999816894531, + 116.45999908447266, + 115.02999877929688, + 115.59000396728516, + 117.18000030517578, + 120.16999816894531, + 120.56999969482422, + 118.41000366210938, + 120.70999908447266, + 120.70999908447266, + 122.3499984741211, + 127.6500015258789, + 126.73999786376953, + 121.72000122070312, + 121.9000015258789, + 123.56999969482422, + 127.42000579833984, + 125.20999908447266, + 126.09000396728516, + 119.27999877929688, + 120.12000274658203, + 122.45000457763672, + 128.33999633789062, + 131.21998596191406, + 136.14999389648438, + 133.57998657226562, + 131.05999755859375, + 135.11000061035156, + 135.80999755859375, + 135.30999755859375, + 142.33999633789062, + 138.63999938964844, + 144.6999969482422, + 143.77999877929688, + 143.8199920654297, + 143.51998901367188, + 135.42999267578125, + 134.25999450683594, + 129.86000061035156, + 123.88999938964844, + 120.66000366210938, + 121.45000457763672, + 119.93000030517578, + 119.58000183105469, + 119.06999969482422, + 116.45000457763672, + 112.87000274658203, + 115.62000274658203, + 114.66999816894531, + 116.47000122070312, + 116.18000030517578, + 117.30000305175781, + 116.4800033569336, + 121.47000122070312, + 129.1999969482422, + 131.489990234375, + 133.5699920654297, + 133.58999633789062, + 133.0, + 130.6699981689453, + 135.87998962402344, + 135.14999389648438, + 133.88999938964844, + 138.58999633789062, + 138.25, + 141.17999267578125, + 145.38999938964844, + 151.71998596191406, + 154.8199920654297, + 156.13999938964844, + 152.97999572753906, + 153.6199951171875, + 153.04998779296875, + 156.13999938964844, + 158.72999572753906, + 167.55999755859375, + 168.55999755859375, + 168.6699981689453, + 168.11000061035156, + 167.22999572753906, + 168.7899932861328, + 167.0699920654297, + 160.58999633789062, + 155.6899871826172, + 151.71998596191406, + 156.2899932861328, + 156.29998779296875, + 155.22999572753906, + 151.72999572753906, + 152.71998596191406, + 146.86000061035156, + 141.82998657226562, + 151.22999572753906, + 151.71998596191406, + 148.76998901367188, + 150.3699951171875, + 150.64999389648438, + 155.87998962402344, + 160.9499969482422, + 162.4099884033203, + 156.6599884033203, + 158.1999969482422, + 159.9399871826172, + 160.54998779296875, + 158.75999450683594, + 159.05999755859375, + 160.61000061035156, + 155.55999755859375, + 150.21998596191406, + 154.5, + 155.1599884033203, + 155.45999145507812, + 156.67999267578125, + 157.29998779296875, + 157.05999755859375, + 155.05999755859375, + 156.47999572753906, + 158.26998901367188, + 156.75, + 150.97999572753906, + 151.9099884033203, + 150.21998596191406, + 149.59999084472656, + 145.89999389648438, + 143.6199951171875, + 142.38999938964844, + 138.5399932861328, + 132.88999938964844, + 127.98999786376953, + 130.54998779296875, + 129.77999877929688, + 134.08999633789062, + 129.29998779296875, + 130.22999572753906, + 133.46998596191406, + 133.20999145507812, + 141.0699920654297, + 140.239990234375, + 149.42999267578125, + 150.82998657226562, + 149.62998962402344, + 151.34999084472656, + 151.33999633789062, + 146.57998657226562, + 153.8699951171875, + 153.25999450683594, + 151.6199951171875, + 157.14999389648438, + 162.5699920654297, + 166.6599884033203, + 169.63999938964844, + 164.33999633789062, + 161.4399871826172, + 163.42999267578125, + 162.9499969482422, + 168.77999877929688, + 172.3199920654297, + 175.61000061035156, + 182.34999084472656, + 189.30999755859375, + 196.05999755859375, + 194.46998596191406, + 201.46998596191406, + 203.58999633789062, + 199.54998779296875, + 199.87998962402344, + 198.71998596191406, + 198.82998657226562, + 201.61000061035156, + 207.11000061035156, + 206.25, + 210.96998596191406, + 207.8699951171875, + 208.14999389648438, + 212.59999084472656, + 218.1699981689453, + 215.38999938964844, + 209.1899871826172, + 204.50999450683594, + 198.8199920654297, + 198.02999877929688, + 197.92999267578125, + 195.07998657226562, + 193.75, + 190.30999755859375, + 187.39999389648438, + 181.8699951171875, + 178.8199920654297, + 174.77999877929688, + 175.9499969482422, + 172.32998657226562, + 165.77999877929688, + 163.22999572753906, + 167.36000061035156, + 169.95999145507812, + 169.1699981689453, + 167.9399871826172, + 165.1999969482422, + 164.9199981689453, + 165.86000061035156, + 167.88999938964844, + 174.55999755859375, + 176.1699981689453, + 177.54998779296875, + 185.6599884033203, + 187.36000061035156, + 173.4399871826172, + 174.75, + 174.84999084472656, + 169.86000061035156, + 170.0399932861328, + 171.13999938964844, + 173.52999877929688, + 175.07998657226562, + 176.89999389648438, + 170.88999938964844, + 167.1199951171875, + 166.0, + 167.1599884033203, + 166.62998962402344, + 164.79998779296875, + 168.17999267578125, + 176.25, + 174.26998901367188, + 180.20999145507812, + 182.9099884033203, + 182.0399932861328, + 187.1599884033203, + 190.42999267578125, + 189.92999267578125, + 194.92999267578125, + 197.01998901367188, + 200.80999755859375, + 197.6699981689453, + 197.6699981689453, + 191.32998657226562, + 195.83999633789062, + 189.29998779296875, + 194.02999877929688, + 200.5399932861328, + 199.4199981689453, + 197.01998901367188, + 195.95999145507812, + 198.45999145507812, + 193.07998657226562, + 192.7899932861328, + 190.71998596191406, + 191.07998657226562, + 183.9399871826172, + 187.80999755859375, + 189.9499969482422, + 192.30999755859375, + 194.9499969482422, + 192.07998657226562, + 193.08999633789062, + 186.27999877929688, + 188.36000061035156, + 185.71998596191406, + 187.71998596191406, + 185.739990234375, + 184.95999145507812, + 181.8699951171875, + 180.84999084472656, + 183.75, + 189.34999084472656, + 188.489990234375, + 189.89999389648438, + 193.33999633789062, + 190.7899932861328, + 195.05999755859375, + 199.9199981689453, + 197.989990234375, + 193.75999450683594, + 190.62998962402344, + 197.4499969482422, + 203.54998779296875, + 207.21998596191406, + 208.87998962402344, + 208.63999938964844, + 209.75999450683594, + 209.0399932861328, + 211.05999755859375, + 213.2899932861328, + 212.6199951171875, + 205.20999145507812, + 203.5, + 200.96998596191406, + 199.3699951171875, + 199.84999084472656, + 194.0, + 197.30999755859375, + 196.61000061035156, + 187.75999450683594, + 193.5, + 191.25, + 195.46998596191406, + 198.6999969482422, + 202.75, + 201.34999084472656, + 206.6699981689453, + 209.27999877929688, + 210.239990234375, + 210.75, + 210.07998657226562, + 208.1999969482422, + 211.82998657226562, + 217.39999389648438, + 216.50999450683594, + 216.5, + 215.86000061035156, + 210.54998779296875, + 213.52999877929688, + 208.89999389648438, + 208.4099884033203, + 208.71998596191406, + 201.80999755859375, + 196.80999755859375, + 195.20999145507812, + 204.12998962402344, + 205.07998657226562, + 203.9099884033203, + 209.1699981689453, + 213.37998962402344, + 216.489990234375, + 218.1199951171875, + 214.21998596191406, + 212.27999877929688, + 215.01998901367188, + 215.04998779296875, + 221.64999389648438, + 229.2899932861328, + 225.6199951171875, + 233.3699951171875, + 234.26998901367188, + 238.80999755859375, + 242.70999145507812, + 243.01998901367188, + 249.59999084472656, + 243.30999755859375, + 242.26998901367188, + 239.6899871826172, + 240.5399932861328, + 239.0699920654297, + 239.0699920654297, + 244.83999633789062, + 238.489990234375, + 241.38999938964844, + 242.02999877929688, + 241.05999755859375, + 241.34999084472656, + 239.75999450683594, + 241.4399871826172, + 239.239990234375, + 232.6899871826172, + 233.80999755859375, + 233.45999145507812, + 233.3199920654297, + 229.1699981689453, + 231.26998901367188, + 230.05999755859375, + 227.47999572753906, + 235.489990234375, + 232.77999877929688, + 230.84999084472656, + 225.55999755859375, + 223.47999572753906, + 222.33999633789062, + 219.6199951171875, + 216.79998779296875, + 224.08999633789062, + 227.61000061035156, + 225.4199981689453, + 227.22999572753906, + 227.47999572753906, + 231.22999572753906, + 230.89999389648438, + 229.14999389648438, + 231.0699920654297, + 226.6999969482422, + 233.6599884033203, + 236.59999084472656, + 241.32998657226562, + 237.6199951171875, + 242.7899932861328, + 244.739990234375, + 243.30999755859375, + 237.5699920654297, + 231.52999877929688, + 229.87998962402344, + 227.47999572753906, + 224.05999755859375, + 220.29998779296875, + 224.1599884033203, + 225.0399932861328, + 228.09999084472656, + 230.50999450683594, + 231.79998779296875, + 232.76998901367188, + 234.32998657226562, + 235.11000061035156, + 237.3199920654297, + 240.59999084472656, + 238.02999877929688, + 242.25999450683594, + 247.9499969482422, + 253.08999633789062, + 254.04998779296875, + 252.3699951171875, + 261.94000244140625, + 264.5400085449219, + 261.02001953125, + 265.6199951171875, + 259.0899963378906, + 257.4900207519531, + 254.739990234375, + 252.51998901367188, + 252.58999633789062, + 247.3199920654297, + 244.1599884033203, + 243.8699951171875, + 246.13999938964844, + 250.88999938964844, + 251.51998901367188, + 250.57998657226562, + 248.58999633789062, + 253.37998962402344, + 250.52999877929688, + 248.17999267578125, + 248.1999969482422, + 253.95999145507812, + 251.1199951171875, + 251.62998962402344, + 246.1999969482422, + 248.1999969482422, + 243.82998657226562, + 247.45999145507812, + 248.25999450683594, + 246.3199920654297, + 250.9099884033203, + 249.0, + 248.1199951171875, + 245.1199951171875, + 246.59999084472656, + 254.1599884033203, + 254.21998596191406, + 256.1499938964844, + 256.27001953125, + 251.0399932861328, + 253.6999969482422, + 249.51998901367188, + 248.1599884033203, + 251.34999084472656, + 257.4700012207031, + 256.1199951171875, + 259.2799987792969, + 265.4200134277344, + 261.3500061035156, + 265.0400085449219, + 263.1700134277344, + 269.52001953125, + 269.52001953125, + 269.21002197265625, + 270.9700012207031, + 271.1400146484375, + 267.02001953125, + 275.33001708984375, + 277.55999755859375, + 275.1499938964844, + 283.3999938964844, + 290.6199951171875, + 288.3000183105469, + 285.5899963378906, + 284.9700012207031, + 285.5, + 276.6100158691406, + 278.9200134277344, + 279.21002197265625, + 276.9300231933594, + 279.8399963378906, + 278.0500183105469, + 277.3699951171875, + 279.6199951171875, + 284.8000183105469, + 282.6199951171875, + 278.5500183105469, + 278.95001220703125, + 281.3999938964844, + 273.7400207519531, + 272.58001708984375, + 276.6000061035156, + 278.58001708984375, + 278.44000244140625, + 277.21002197265625, + 288.7900085449219, + 288.9900207519531, + 284.4800109863281, + 286.52001953125, + 286.4100036621094, + 286.1400146484375, + 289.2200012207031, + 291.94000244140625, + 286.25, + 292.4700012207031, + 291.94000244140625, + 286.94000244140625, + 281.02001953125, + 289.0299987792969, + 290.2900085449219, + 292.2200012207031, + 290.9100036621094, + 292.8900146484375, + 296.6700134277344, + 292.8999938964844, + 292.5899963378906, + 289.3699951171875, + 287.6100158691406, + 286.0500183105469, + 289.3600158691406, + 291.58001708984375, + 289.9100036621094, + 292.260009765625, + 285.6300048828125, + 286.30999755859375, + 296.5899963378906, + 299.5500183105469, + 304.760009765625, + 304.5400085449219, + 304.2799987792969, + 301.6600036621094 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 4.8923287977231666e-05, + 3.8188722101040184e-05, + 3.164870577165857e-05, + 2.738915463851299e-05, + 2.4131282771122642e-05, + 2.1900899810134433e-05, + 2.023131492023822e-05, + 1.8948565411847085e-05, + 1.7674021364655346e-05, + 1.6545331163797528e-05, + 1.5663135854993016e-05, + 1.4942008419893682e-05, + 1.4300891962193418e-05, + 1.3775546904071234e-05, + 1.3291021787154023e-05, + 1.2791222616215236e-05, + 1.2346818948572036e-05, + 1.1893418559338897e-05, + 1.144999623647891e-05, + 1.1082004675699864e-05, + 1.0809556442836765e-05, + 1.0524206118134316e-05, + 1.0221926459053066e-05, + 9.93693174677901e-06, + 9.65562321653124e-06, + 9.345741091237869e-06, + 9.00296709005488e-06, + 8.615696970082354e-06, + 8.230335879488848e-06, + 7.83101495471783e-06, + 7.422328053507954e-06, + 7.0406308623205405e-06, + 6.674062206002418e-06, + 6.340756499412237e-06, + 6.029595624568174e-06, + 5.7353813645022456e-06, + 5.473889814311406e-06, + 5.236299784883158e-06, + 5.022085588279879e-06, + 4.829008503293153e-06, + 4.642609383154195e-06, + 4.4708226596412715e-06, + 4.311001248424873e-06, + 4.1669709389680065e-06, + 4.037466169393156e-06, + 3.92235870094737e-06, + 3.8131786368467147e-06, + 3.712094667207566e-06, + 3.613087528719916e-06, + 3.518483936204575e-06, + 3.4250122098455904e-06, + 3.3376304600096773e-06, + 3.257617663621204e-06, + 3.182504542564857e-06, + 3.11235726258019e-06, + 3.048696726182243e-06, + 2.9885700314480346e-06, + 2.9315351639525034e-06, + 2.877839278880856e-06, + 2.82628843706334e-06, + 2.7767516712629003e-06, + 2.7304529339744477e-06, + 2.68624467025802e-06, + 2.644704181875568e-06, + 2.6039012936962536e-06, + 2.5660210667410865e-06, + 2.5287517928518355e-06, + 2.492971589163062e-06, + 2.4582386686233804e-06, + 2.424825424895971e-06, + 2.392692294961307e-06, + 2.3617008082510438e-06, + 2.3312397843255894e-06, + 2.3026848339213757e-06, + 2.2754463770979783e-06, + 2.247466227345285e-06, + 2.2206406811164925e-06, + 2.194404487454449e-06, + 2.169092567783082e-06, + 2.1441646822495386e-06, + 2.11978044717398e-06, + 2.0970674086129293e-06, + 2.074513758998364e-06, + 2.0520799353107577e-06, + 2.030645873674075e-06, + 2.0088923520233948e-06, + 1.9876067653967766e-06, + 1.9667065771500347e-06, + 1.9460549083305523e-06, + 1.9269355107098818e-06, + 1.908580770759727e-06, + 1.8911548522737576e-06, + 1.8740805671768612e-06, + 1.857086658674234e-06, + 1.84116390755662e-06, + 1.8247989146402688e-06, + 1.8088318256559432e-06, + 1.793163960428501e-06, + 1.7780629377739388e-06, + 1.7633893776292098e-06, + 1.7480783753853757e-06, + 1.7330534092252492e-06, + 1.7182699139084434e-06, + 1.7036705912687466e-06, + 1.6890104461708688e-06, + 1.6741470290071447e-06, + 1.6595948864051024e-06, + 1.6452962654511794e-06, + 1.6313728110617376e-06, + 1.617851125956804e-06, + 1.6047395092755323e-06, + 1.5921143585728714e-06, + 1.5796607613083324e-06, + 1.5679373746024794e-06, + 1.5564143041046918e-06, + 1.5449446664206334e-06, + 1.5336148635469726e-06, + 1.5222458387142979e-06, + 1.5113162135094171e-06, + 1.5005442719484563e-06, + 1.489760279582697e-06, + 1.4790463183089742e-06, + 1.4680981621495448e-06, + 1.4573173530152417e-06, + 1.446626242795901e-06, + 1.4357815416587982e-06, + 1.4249985724745784e-06, + 1.4141359088171157e-06, + 1.4032947319719824e-06, + 1.392701051372569e-06, + 1.38221344059275e-06, + 1.371934104099637e-06, + 1.3619594483316178e-06, + 1.352173285340541e-06, + 1.3424573808151763e-06, + 1.3332584103409317e-06, + 1.3240320413387963e-06, + 1.315297254222969e-06, + 1.3066965038888156e-06, + 1.2981813597434666e-06, + 1.2897953638457693e-06, + 1.2810993439416052e-06, + 1.2714453987427987e-06, + 1.261873649127665e-06, + 1.2524823205239954e-06, + 1.243284941665479e-06, + 1.2343596154096304e-06, + 1.225680421157449e-06, + 1.2171725529697142e-06, + 1.208936396324134e-06, + 1.201637815029244e-06, + 1.194527840198134e-06, + 1.1874647043441655e-06, + 1.180454660243413e-06, + 1.1734845202227007e-06, + 1.166772221949941e-06, + 1.1601345022427267e-06, + 1.153687662736047e-06, + 1.1475796100057778e-06, + 1.1417550922487862e-06, + 1.135979459832015e-06, + 1.1302233815513318e-06, + 1.1245164159845444e-06, + 1.1186782558070263e-06, + 1.112750283027708e-06, + 1.106879835788277e-06, + 1.100877057069738e-06, + 1.0946686188617605e-06, + 1.0884026551138959e-06, + 1.0820833722391399e-06, + 1.0757959216789459e-06, + 1.0694968750613043e-06, + 1.0631922577886144e-06, + 1.0568562629487133e-06, + 1.0506652188269072e-06, + 1.044462806021329e-06, + 1.038339974002156e-06, + 1.032276713885949e-06, + 1.0263439662594465e-06, + 1.0203743840975221e-06, + 1.0141511666006409e-06, + 1.0080141237267526e-06, + 1.0020896752394037e-06, + 9.963209777197335e-07, + 9.904656508297194e-07, + 9.84656594482658e-07, + 9.787491990209674e-07, + 9.72934003584669e-07, + 9.66933271229209e-07, + 9.608834261598531e-07, + 9.549402193442802e-07, + 9.492072763350734e-07, + 9.43409247611271e-07, + 9.375594913763052e-07, + 9.318096090282779e-07, + 9.261161153517605e-07, + 9.205197102346574e-07, + 9.152004167845007e-07, + 9.100045872401097e-07, + 9.049579716702283e-07, + 9.000424938676588e-07, + 8.952168286668893e-07, + 8.904194714887126e-07, + 8.856629278852779e-07, + 8.810603162601183e-07, + 8.765820211920072e-07, + 8.720514301785443e-07, + 8.676522043060686e-07, + 8.631940886516531e-07, + 8.58796283864649e-07, + 8.546061280867434e-07, + 8.504810011800146e-07, + 8.46479110805376e-07, + 8.425826649727242e-07, + 8.387605703319423e-07, + 8.348292794835288e-07, + 8.309069130518765e-07, + 8.270499733953329e-07, + 8.232025265897391e-07, + 8.194321594601206e-07, + 8.156673629855504e-07, + 8.11965549019078e-07, + 8.081265150394756e-07, + 8.044490300562757e-07, + 8.008435656847723e-07, + 7.971796662786801e-07, + 7.937152304293704e-07, + 7.904435506134178e-07, + 7.872726541791053e-07, + 7.841733804525575e-07, + 7.810747320036171e-07, + 7.780725468364835e-07, + 7.749812880319951e-07, + 7.719902441749582e-07, + 7.689885137551755e-07, + 7.659363632228633e-07, + 7.629542437825876e-07, + 7.599390983159537e-07, + 7.569099125248613e-07, + 7.539005082435324e-07, + 7.508577368753322e-07, + 7.477767667296575e-07, + 7.447279699590581e-07, + 7.417089591399417e-07, + 7.388070457636786e-07, + 7.359079177149397e-07, + 7.330310722863942e-07, + 7.300891411432531e-07, + 7.271115123330674e-07, + 7.241627031362441e-07, + 7.211438628473843e-07, + 7.181537853284681e-07, + 7.152667649279465e-07, + 7.124692729121307e-07, + 7.0963210418995e-07, + 7.066151965773315e-07, + 7.03593400430691e-07, + 7.006393616393325e-07, + 6.977622888371116e-07, + 6.949894668650813e-07, + 6.921904969203752e-07, + 6.89473210968572e-07, + 6.868187369946099e-07, + 6.841455615358427e-07, + 6.814576067881717e-07, + 6.786364110666909e-07, + 6.758774588888627e-07, + 6.732638553330617e-07, + 6.706861768179806e-07, + 6.68073198539787e-07, + 6.653955892943486e-07, + 6.627440711781674e-07, + 6.602394364563224e-07, + 6.577526505679998e-07, + 6.551914566443884e-07, + 6.525643811983173e-07, + 6.499261644421495e-07, + 6.473148346231028e-07, + 6.448071872000583e-07, + 6.422849310183665e-07, + 6.397662559720629e-07, + 6.372416692101979e-07, + 6.347686962726584e-07, + 6.323240313577116e-07, + 6.298134280768863e-07, + 6.271637289501086e-07, + 6.24539325144724e-07, + 6.22023264895688e-07, + 6.196476647346572e-07, + 6.173736437631305e-07, + 6.150666536086646e-07, + 6.127870051386708e-07, + 6.105277066126291e-07, + 6.082788672756578e-07, + 6.059910901967669e-07, + 6.036648301233072e-07, + 6.013474944666086e-07, + 5.991659577375685e-07, + 5.969562835161923e-07, + 5.947474051026802e-07, + 5.925361392655759e-07, + 5.902705879634595e-07, + 5.879885520698735e-07, + 5.857330052094767e-07, + 5.834816647620755e-07, + 5.811420464851835e-07, + 5.787960049019603e-07, + 5.764878210356983e-07, + 5.742555231336155e-07, + 5.720368676520593e-07, + 5.698495897377143e-07, + 5.677543413185049e-07, + 5.656918347085593e-07, + 5.63663149932836e-07, + 5.616752787318546e-07, + 5.597798917733599e-07, + 5.579216804108e-07, + 5.560751219491067e-07, + 5.542817689274671e-07, + 5.525231472347514e-07, + 5.509231186806574e-07, + 5.492981927091023e-07, + 5.477316449287173e-07, + 5.461560022013145e-07, + 5.44604802144022e-07, + 5.430328542388452e-07, + 5.414188990471303e-07, + 5.397759537117963e-07, + 5.38060874077928e-07, + 5.363170316741162e-07, + 5.345827958080918e-07, + 5.32914043560595e-07, + 5.312221560416219e-07, + 5.294226639307453e-07, + 5.27633687852358e-07, + 5.258688702269865e-07, + 5.240806331130443e-07, + 5.222722165854066e-07, + 5.204904027777957e-07, + 5.187249030313978e-07, + 5.169800374460465e-07, + 5.15291560532205e-07, + 5.136731147104001e-07, + 5.119883326187846e-07, + 5.10319125623937e-07, + 5.086417900201923e-07, + 5.070210136182141e-07, + 5.054768621448602e-07, + 5.038619974584435e-07, + 5.022305913371383e-07, + 5.006287437936408e-07, + 4.990646971236856e-07, + 4.975331648893189e-07, + 4.959763941769779e-07, + 4.944557190356136e-07, + 4.929915462525969e-07, + 4.915104909741785e-07, + 4.900483645542408e-07, + 4.886310875917843e-07, + 4.872015892942727e-07, + 4.857550948145217e-07, + 4.843292913392361e-07, + 4.829048521060031e-07, + 4.814765475202876e-07, + 4.800985493602639e-07, + 4.786896852237987e-07, + 4.77289233913325e-07, + 4.7591967700100213e-07, + 4.74563904617753e-07, + 4.7321202600869583e-07, + 4.7189931251523376e-07, + 4.706477625404659e-07, + 4.69375009970463e-07, + 4.6817206111882115e-07, + 4.669413442570658e-07, + 4.657117074202688e-07, + 4.6452052515633113e-07, + 4.6336569425875496e-07, + 4.621931282144942e-07, + 4.610523944847955e-07, + 4.599022815909848e-07, + 4.5872064902141574e-07, + 4.575528578243393e-07, + 4.563792401768296e-07, + 4.5517896296587423e-07, + 4.539721203400404e-07, + 4.527677219812176e-07, + 4.515471232480195e-07, + 4.5036520646135614e-07, + 4.491894003422203e-07, + 4.4807336507801665e-07, + 4.4697469547827495e-07, + 4.458800901829818e-07, + 4.4482072780738235e-07, + 4.4372646357260237e-07, + 4.426675275226444e-07, + 4.415642820276844e-07, + 4.4041769342584303e-07, + 4.393063761654048e-07, + 4.3814043237944134e-07, + 4.3700950413949613e-07, + 4.35922231645236e-07, + 4.3482685896378825e-07, + 4.3373995595175074e-07, + 4.326725502323825e-07, + 4.31616882679009e-07, + 4.305271943394473e-07, + 4.294373070479196e-07, + 4.2835887370529235e-07, + 4.2732321503535786e-07, + 4.263075084054435e-07, + 4.253595875525207e-07, + 4.243864566433331e-07, + 4.234539119352121e-07, + 4.2251457443853724e-07, + 4.215810349705862e-07, + 4.206573578358075e-07, + 4.197320038201724e-07, + 4.1880707613017876e-07, + 4.178808978849702e-07, + 4.169837666267995e-07, + 4.1610678636061493e-07, + 4.1522909555169463e-07, + 4.1438096332058194e-07, + 4.13551106248633e-07, + 4.1271047734880995e-07, + 4.1188394561686437e-07, + 4.110314364424994e-07, + 4.1016986074282613e-07, + 4.0928199496192974e-07, + 4.084029399109568e-07, + 4.0752999552751135e-07, + 4.0666148493073706e-07, + 4.0579624283054727e-07, + 4.0492750486009754e-07, + 4.040346368583414e-07, + 4.0315867977369635e-07, + 4.022815005555458e-07, + 4.0137842916010413e-07, + 4.0051870087154384e-07, + 3.996840689524106e-07, + 3.9888681158117834e-07, + 3.981001555075636e-07, + 3.973053992467612e-07, + 3.9650450389672187e-07, + 3.95688715570941e-07, + 3.948675839637872e-07, + 3.940237718325079e-07, + 3.9316918787335453e-07, + 3.923264557670336e-07, + 3.9150629049800045e-07, + 3.906377230578073e-07, + 3.8976887140051986e-07, + 3.8892230236342584e-07, + 3.880485905938258e-07, + 3.871784883813234e-07, + 3.862689368361316e-07, + 3.8535213775503507e-07, + 3.8445759287242254e-07, + 3.835499455817626e-07, + 3.82660942932489e-07, + 3.817885954049416e-07, + 3.809381325936556e-07, + 3.801168872996641e-07, + 3.792939082813973e-07, + 3.7847712519578636e-07, + 3.7768663219139853e-07, + 3.76911742705488e-07, + 3.761230686905037e-07, + 3.7532535657192057e-07, + 3.7453619938787597e-07, + 3.7380235085038294e-07, + 3.730820310465788e-07, + 3.723626207374764e-07, + 3.7163783872529166e-07, + 3.7089924376232375e-07, + 3.7016289411440084e-07, + 3.6944430803487194e-07, + 3.68716342791231e-07, + 3.679929818645178e-07, + 3.6726447660839767e-07, + 3.6650934021054127e-07, + 3.6576466300175525e-07, + 3.650540634225763e-07, + 3.6434684602681955e-07, + 3.6363445587994647e-07, + 3.6290455796006427e-07, + 3.621919688612252e-07, + 3.6147889659332577e-07, + 3.6080851373299083e-07, + 3.6013736348650127e-07, + 3.5945726040154113e-07, + 3.587489061374072e-07, + 3.580293252980482e-07, + 3.572877176338807e-07, + 3.565650388281938e-07, + 3.558606636033801e-07, + 3.55139292196327e-07, + 3.544190008142323e-07, + 3.5370618434171774e-07, + 3.5296145028951287e-07, + 3.522411020639993e-07, + 3.5149446375726257e-07, + 3.507578867356642e-07, + 3.500262266697973e-07, + 3.4930121728393715e-07, + 3.4862159736803733e-07, + 3.4795209558069473e-07, + 3.4730848597064323e-07, + 3.4669798765207815e-07, + 3.4610661714395974e-07, + 3.4551453609310556e-07, + 3.449329426530312e-07, + 3.443560672167223e-07, + 3.4378456348349573e-07, + 3.43228435895071e-07, + 3.4269197612957214e-07, + 3.421450571750029e-07, + 3.416052436477912e-07, + 3.4105954682672746e-07, + 3.405178574666934e-07, + 3.399735248876823e-07, + 3.3943561561500246e-07, + 3.3887741324178933e-07, + 3.382868669632444e-07, + 3.3768918683563243e-07, + 3.370854813056212e-07, + 3.364851579590322e-07, + 3.3589083159313304e-07, + 3.3531014764776046e-07, + 3.347097390360432e-07, + 3.3411592426091374e-07, + 3.335309770591266e-07, + 3.329289484099718e-07, + 3.3233186513825785e-07, + 3.317256869195262e-07, + 3.3110521258095105e-07, + 3.3046180192286556e-07, + 3.298095521131472e-07, + 3.2915608016992337e-07, + 3.2852000231287093e-07, + 3.2788540238470887e-07, + 3.2725719734116865e-07, + 3.266204373630899e-07, + 3.259773393438081e-07, + 3.253031479744095e-07, + 3.2462975241287495e-07, + 3.239606485294644e-07, + 3.232984511214454e-07, + 3.226442970571952e-07, + 3.2198863664234523e-07, + 3.213440891158825e-07, + 3.2072864541987656e-07, + 3.2013571171773947e-07, + 3.1956136581356986e-07, + 3.189732922237454e-07, + 3.183887145041808e-07, + 3.178116401159059e-07, + 3.1725090821055346e-07, + 3.1668974997955956e-07, + 3.1615317652722297e-07, + 3.156377488267026e-07, + 3.150910856675182e-07, + 3.1454575832867704e-07, + 3.140139881452342e-07, + 3.1347943263426714e-07, + 3.129468382212508e-07, + 3.123988676634326e-07, + 3.1183634519038606e-07, + 3.112721174147737e-07, + 3.107310533323471e-07, + 3.1018780077829433e-07, + 3.0964170605329855e-07, + 3.0909671977497055e-07, + 3.085609137087886e-07, + 3.080271540056856e-07, + 3.074912342526659e-07, + 3.069750675877003e-07, + 3.0647927928839636e-07, + 3.059720086184825e-07, + 3.054653348044667e-07, + 3.049603662930167e-07, + 3.044541472263518e-07, + 3.0394866712413204e-07, + 3.0344668289217225e-07, + 3.029537083421019e-07, + 3.024588295374997e-07, + 3.0196090960998845e-07, + 3.0147040774863854e-07, + 3.010003410963691e-07, + 3.0052973443162045e-07, + 3.000666595198709e-07, + 2.996076773342793e-07, + 2.9916219546066714e-07, + 2.9872566642552556e-07, + 2.9829482173227007e-07, + 2.978774489292846e-07, + 2.9747872076768545e-07, + 2.9709619298046164e-07, + 2.96707469260582e-07, + 2.963224972063472e-07, + 2.9592629857688735e-07, + 2.955457034659048e-07, + 2.951638293779979e-07, + 2.947739403680316e-07, + 2.9438632509481977e-07, + 2.9397750722637284e-07, + 2.935727820840839e-07, + 2.9314341531971877e-07, + 2.927120306139841e-07, + 2.9228601761133177e-07, + 2.918570487508987e-07, + 2.914300694101257e-07, + 2.910183809490263e-07, + 2.905881615333783e-07, + 2.9016158009653736e-07, + 2.89741507231156e-07, + 2.893081330057612e-07, + 2.888619690111227e-07, + 2.8840685217801365e-07, + 2.8794599415959965e-07, + 2.8750179126291187e-07, + 2.8706756438623415e-07, + 2.866300974346814e-07, + 2.8619604108826024e-07, + 2.857486833818257e-07, + 2.852942770914524e-07, + 2.848336180250044e-07, + 2.8435783860913943e-07, + 2.838667398918915e-07, + 2.8336114610283403e-07, + 2.8286262931942474e-07, + 2.8234933324711164e-07, + 2.8183387712488184e-07, + 2.813317507843749e-07, + 2.808318413372035e-07, + 2.8033781518388423e-07, + 2.7984648909296084e-07, + 2.793512692278455e-07, + 2.788456470170786e-07, + 2.7834522597913747e-07, + 2.7783659106717096e-07, + 2.7733850060940313e-07, + 2.768428259969369e-07, + 2.7633967647489044e-07, + 2.758266361979622e-07, + 2.7532337298907805e-07, + 2.74837617553203e-07, + 2.7436556138127344e-07, + 2.739092508363683e-07, + 2.73457288813006e-07, + 2.7300805527374905e-07, + 2.725677177295438e-07, + 2.7213269504500204e-07, + 2.7170764838047035e-07, + 2.712912419156055e-07, + 2.708890747271653e-07, + 2.704955477383919e-07, + 2.7011267889065493e-07, + 2.697289858133445e-07, + 2.6935487085211207e-07, + 2.689964730961947e-07, + 2.6864503865908773e-07, + 2.682862145775289e-07, + 2.6792329776981205e-07, + 2.6756359261526086e-07, + 2.672080086085771e-07, + 2.6685967213779804e-07, + 2.665132967649697e-07, + 2.6616632453624334e-07, + 2.6581653855828336e-07, + 2.6545438913672115e-07, + 2.650904491474648e-07, + 2.6472525860299356e-07, + 2.643451182393619e-07, + 2.6396330099487386e-07, + 2.6361141181041603e-07, + 2.632583289141621e-07, + 2.629065249948326e-07, + 2.6256614660269406e-07, + 2.6222681981380447e-07, + 2.6188664037363196e-07, + 2.6154310717174667e-07, + 2.611979255107144e-07, + 2.608506406431843e-07, + 2.6051648660541105e-07, + 2.6019097276730463e-07, + 2.5986886953432986e-07, + 2.595457431198156e-07, + 2.5922489044205577e-07, + 2.589086989246425e-07, + 2.5858724939098465e-07, + 2.5825167426773987e-07, + 2.5792121505219257e-07, + 2.575808935034729e-07, + 2.5723690555423673e-07, + 2.5689598714961903e-07, + 2.5654696855781367e-07, + 2.5619340249249944e-07, + 2.558423375376151e-07, + 2.5548362714289397e-07, + 2.551227282765467e-07, + 2.5475659981566423e-07, + 2.5439783257752424e-07, + 2.5404074222024065e-07, + 2.536966121624573e-07, + 2.5334591668979556e-07, + 2.530084088903095e-07, + 2.5266396619372244e-07, + 2.5230957589883474e-07, + 2.5195873831762583e-07, + 2.516136703434313e-07, + 2.5127195613094955e-07, + 2.509274281692342e-07, + 2.505937004571024e-07, + 2.502618769995024e-07, + 2.4993499891934334e-07, + 2.4960883138192003e-07, + 2.492961357347667e-07, + 2.4897812522794993e-07, + 2.486577557192504e-07, + 2.4833471456986445e-07, + 2.4800860387586e-07, + 2.4768868911451136e-07, + 2.473683480275213e-07, + 2.4706054091439e-07, + 2.4675051690792316e-07, + 2.4644603513479524e-07, + 2.461394785768789e-07, + 2.4583729896221485e-07, + 2.455375351928524e-07, + 2.4524391051272687e-07, + 2.449529574732878e-07, + 2.4465845172017e-07, + 2.4435610157524934e-07, + 2.44056280962468e-07, + 2.437553803247283e-07, + 2.4345021643057407e-07, + 2.43150282130955e-07, + 2.4284480559799704e-07, + 2.4253296260212664e-07, + 2.422253828626708e-07, + 2.419255906715989e-07, + 2.4163173861779796e-07, + 2.4132856424330384e-07, + 2.4101728968162206e-07, + 2.407017234418163e-07, + 2.4038496349021443e-07, + 2.4006993726288783e-07, + 2.3975454155333864e-07, + 2.3944156168909103e-07, + 2.391268765222776e-07, + 2.388102586792229e-07, + 2.3849594299463206e-07, + 2.3819387706680573e-07, + 2.3789549175035063e-07, + 2.3760199496791756e-07, + 2.37311965634035e-07, + 2.370223484149392e-07, + 2.3674226667935727e-07, + 2.3645846169983997e-07, + 2.3617671729425638e-07, + 2.3590861530919938e-07, + 2.3563330842080177e-07, + 2.3536216531283571e-07, + 2.3508603419486462e-07, + 2.3480635036321473e-07, + 2.3452207642549183e-07, + 2.3424081518896855e-07, + 2.33953230122097e-07, + 2.336631439447956e-07, + 2.333728872372376e-07, + 2.3308308527703048e-07, + 2.3279534389075707e-07, + 2.3251126890500018e-07, + 2.3222338541017962e-07, + 2.3192912124159193e-07, + 2.316372444965964e-07, + 2.3134657567425165e-07, + 2.3105793900413119e-07, + 2.307775019971814e-07, + 2.304941801867244e-07, + 2.3021807749046275e-07, + 2.2994365167505748e-07, + 2.2966985113725968e-07, + 2.2940608346289082e-07, + 2.29149748065538e-07, + 2.2889636852596595e-07, + 2.2863231663450279e-07, + 2.2836800894765474e-07, + 2.2810615973867243e-07, + 2.2783851250096632e-07, + 2.2756650253086264e-07, + 2.2729157933554234e-07, + 2.2701566138039198e-07, + 2.26745711984222e-07, + 2.2647921582574781e-07, + 2.262102611894079e-07, + 2.2594231552375277e-07, + 2.2566717916561174e-07, + 2.253837010357529e-07, + 2.251058930369254e-07, + 2.2481968642296124e-07, + 2.2453356507412536e-07, + 2.2424312362545606e-07, + 2.2394922893909097e-07, + 2.236561869040088e-07, + 2.2335655103233876e-07, + 2.2306575431230158e-07, + 2.2277743028098485e-07, + 2.224933979277921e-07, + 2.2220953610485594e-07, + 2.219285875071364e-07, + 2.2164877577779407e-07, + 2.2136342181511282e-07, + 2.2108663699782483e-07, + 2.2080762107634655e-07, + 2.2052903148050973e-07, + 2.2025270141057263e-07, + 2.1997715293764486e-07, + 2.1970454611164314e-07, + 2.1943114347777737e-07, + 2.191612935575904e-07, + 2.1889988488510426e-07, + 2.1863823462808796e-07, + 2.1837797703483375e-07, + 2.1811884209910204e-07, + 2.178652920292734e-07, + 2.176103635065374e-07, + 2.1735770872055582e-07, + 2.171088340219285e-07, + 2.1685211493149836e-07, + 2.1659933224782435e-07, + 2.1634957647620467e-07, + 2.1610641454117285e-07, + 2.1586636478332366e-07, + 2.1562833296684403e-07, + 2.1539402439429978e-07, + 2.1516351011996449e-07, + 2.1492604673767346e-07, + 2.1468569855187525e-07, + 2.144484909649691e-07, + 2.1421023177481402e-07, + 2.1397254101884755e-07, + 2.1373179492911731e-07, + 2.1349222834032844e-07, + 2.1325533339222602e-07, + 2.1301728736489167e-07, + 2.127845419863661e-07, + 2.1254550119920168e-07, + 2.1230431457297527e-07, + 2.1205921996170218e-07, + 2.1181875808906625e-07, + 2.115739761165969e-07, + 2.1132814254087862e-07, + 2.1108465375618835e-07, + 2.1084777301894064e-07, + 2.1061774191366567e-07, + 2.1039011244283756e-07, + 2.1016562357090152e-07, + 2.0994522742512345e-07, + 2.097292508551618e-07, + 2.0951019052972697e-07, + 2.0929095967403555e-07, + 2.0906948350329913e-07, + 2.088464157168346e-07, + 2.0862285055045504e-07, + 2.0839908643210947e-07, + 2.0817459756017342e-07, + 2.079501228990921e-07, + 2.0772431241766753e-07, + 2.0749615714521497e-07, + 2.0727122773678275e-07, + 2.070431008860396e-07, + 2.0681044077264232e-07, + 2.0657380161992478e-07, + 2.0633717667806195e-07, + 2.0610298179235542e-07, + 2.0586080040629895e-07, + 2.0561718372391624e-07, + 2.0537770240025566e-07, + 2.051349667908653e-07, + 2.0489906660259294e-07, + 2.046655112053486e-07, + 2.044352811481076e-07, + 2.0420787905095494e-07, + 2.039812301291022e-07, + 2.0376010922973364e-07, + 2.035425410440439e-07, + 2.0332596761818422e-07, + 2.031081294262549e-07, + 2.0288682378577505e-07, + 2.0266574551897065e-07, + 2.0244625886789436e-07, + 2.022292449055385e-07, + 2.02008820338051e-07, + 2.017916500562933e-07, + 2.0157723668035032e-07, + 2.013635196362884e-07, + 2.0114558196837606e-07, + 2.0093084174277465e-07, + 2.0071637152341282e-07, + 2.005072445854239e-07, + 2.002971086767502e-07, + 2.000913497113288e-07, + 1.9988321753316995e-07, + 1.9967509956586582e-07, + 1.9946926954617084e-07, + 1.992602989275838e-07, + 1.9905358783489646e-07, + 1.9884829782768065e-07, + 1.986461342085022e-07, + 1.9844340215513512e-07, + 1.9823514207928383e-07, + 1.9802750728104002e-07, + 1.978190198315133e-07, + 1.9761110081617517e-07, + 1.9740811296742322e-07, + 1.9720363297892618e-07, + 1.9700317466231354e-07, + 1.9680445006997616e-07, + 1.966037928013975e-07, + 1.9639894333067787e-07, + 1.9619582758423348e-07, + 1.9599087863753084e-07, + 1.9578179433210607e-07, + 1.9557660380087327e-07, + 1.9536922479801433e-07, + 1.9516399163421738e-07, + 1.949545236357153e-07, + 1.947457803908037e-07, + 1.9453800348401273e-07, + 1.9432958708875958e-07, + 1.9412176754940447e-07, + 1.9391778494082246e-07, + 1.9370820325548266e-07, + 1.934976268103128e-07, + 1.9328965095155581e-07, + 1.9307617549202405e-07, + 1.9285806729385513e-07, + 1.9264250283868023e-07, + 1.9242973792188423e-07, + 1.9221819513859373e-07, + 1.9200703604838054e-07, + 1.9180315291578154e-07, + 1.9159827502335247e-07, + 1.9139389451083844e-07, + 1.9119188721106184e-07, + 1.90988444614959e-07, + 1.9078701996022573e-07, + 1.905867463847244e-07, + 1.9038553489281185e-07, + 1.9018131069969968e-07, + 1.8997936024334194e-07, + 1.8978099092237244e-07, + 1.8958299108362553e-07, + 1.893839396416297e-07, + 1.8919094202374254e-07, + 1.8899939391303633e-07, + 1.8880562890899455e-07, + 1.88611153362217e-07, + 1.8841740256902995e-07, + 1.8822512970473326e-07, + 1.8802552403940354e-07, + 1.8782644417569827e-07, + 1.8763114439934725e-07, + 1.8743510565855104e-07, + 1.8723980588220002e-07, + 1.870453445462772e-07, + 1.8684946212488285e-07, + 1.8665241441340186e-07, + 1.8645984312115615e-07, + 1.862637759586505e-07, + 1.8606871776682965e-07, + 1.8587763861432904e-07, + 1.8569112114619202e-07, + 1.8549989988514426e-07, + 1.853084938829852e-07, + 1.851164768140734e-07, + 1.8492595188490668e-07, + 1.8473477325642307e-07, + 1.845417756385359e-07, + 1.8435187598697667e-07, + 1.841628005649909e-07, + 1.8397642520540103e-07, + 1.837917835700864e-07, + 1.836087477613546e-07, + 1.8342417718031356e-07, + 1.8323878236969904e-07, + 1.830550644399409e-07, + 1.8287045122633572e-07, + 1.8269059864906012e-07, + 1.8251087396947696e-07, + 1.8232529441775114e-07, + 1.8213850694337452e-07, + 1.819490904608756e-07, + 1.81760455575386e-07, + 1.8157261649776046e-07, + 1.8138702273517993e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0033787572756409645, + 0.002589248353615403, + 0.0021208846010267735, + 0.0018214756855741143, + 0.0015954558039084077, + 0.0014422403182834387, + 0.0013284072047099471, + 0.0012437838595360518, + 0.0011593594681471586, + 0.0010844382923096418, + 0.0010258210822939873, + 0.0009778906824067235, + 0.0009352820343337953, + 0.0009003792656585574, + 0.0008682041661813855, + 0.0008350334828719497, + 0.0008058082312345505, + 0.0007759726140648127, + 0.0007467811810784042, + 0.000722549099009484, + 0.0007046058308333158, + 0.0006858118576928973, + 0.0006659032078459859, + 0.0006471344386227429, + 0.0006287007709033787, + 0.0006083878688514233, + 0.0005859129596501589, + 0.0005605153855867684, + 0.0005352392909117043, + 0.0005090447375550866, + 0.0004822339687962085, + 0.00045719309127889574, + 0.0004331447707954794, + 0.0004113732429686934, + 0.0003910422674380243, + 0.0003718137159012258, + 0.0003547201049514115, + 0.0003391860518604517, + 0.0003251783491577953, + 0.00031255141948349774, + 0.00030036020325496793, + 0.0002891768526751548, + 0.00027876862441189587, + 0.00026938572409562767, + 0.00026094657368957996, + 0.00025344372261315584, + 0.00024632568238303065, + 0.00023973417410161346, + 0.00023327706730924547, + 0.0002271063713124022, + 0.00022103732044342905, + 0.00021536154963541776, + 0.0002101626159856096, + 0.0002052805502898991, + 0.00020071993640158325, + 0.0001965800329344347, + 0.00019266910385340452, + 0.00018895854009315372, + 0.00018548012303654104, + 0.0001821393525460735, + 0.0001789279340300709, + 0.00017592543736100197, + 0.00017305764777120203, + 0.00017036215285770595, + 0.00016771389346104115, + 0.00016525476530659944, + 0.0001628348109079525, + 0.00016052027058321983, + 0.00015827268362045288, + 0.00015610978880431503, + 0.00015402911230921745, + 0.0001520218065707013, + 0.00015004836313892156, + 0.0001481979707023129, + 0.00014643250324297696, + 0.00014462493709288538, + 0.0001428913965355605, + 0.00014119538536760956, + 0.00013955868780612946, + 0.00013794636470265687, + 0.00013636879157274961, + 0.00013489900447893888, + 0.00013343922910280526, + 0.0001319868752034381, + 0.0001306032936554402, + 0.0001291986700380221, + 0.00012782387784682214, + 0.00012647363473661244, + 0.00012513909314293414, + 0.00012390331539791077, + 0.00012271669402252883, + 0.0001215898955706507, + 0.00012048869393765926, + 0.0001193923526443541, + 0.00011836485646199435, + 0.00011730856203939766, + 0.00011627772619249299, + 0.00011526597518241033, + 0.00011429062578827143, + 0.00011334269220242277, + 0.00011235341662541032, + 0.0001113848338718526, + 0.00011043158156098798, + 0.00010948999261017889, + 0.00010854427819140255, + 0.00010758524149423465, + 0.00010664610454114154, + 0.00010572315659373999, + 0.00010482426296221092, + 0.00010395312710897997, + 0.00010310820653103292, + 0.00010229445615550503, + 0.00010149160516448319, + 0.0001007356695481576, + 9.999251051340252e-05, + 9.925265476340428e-05, + 9.852169750956818e-05, + 9.778809180716053e-05, + 9.708417201181874e-05, + 9.639026393415406e-05, + 9.569544636178762e-05, + 9.500499436398968e-05, + 9.429934289073572e-05, + 9.360434341942891e-05, + 9.291501191910356e-05, + 9.221565414918587e-05, + 9.152018174063414e-05, + 9.082078759092838e-05, + 9.012264490593225e-05, + 8.944031287683174e-05, + 8.87646820046939e-05, + 8.810236613499e-05, + 8.745957165956497e-05, + 8.682882616994902e-05, + 8.620251901447773e-05, + 8.561048889532685e-05, + 8.501658885506913e-05, + 8.445424464298412e-05, + 8.390042785322294e-05, + 8.335203892784193e-05, + 8.281187183456495e-05, + 8.225165220210329e-05, + 8.162962330970913e-05, + 8.101281127892435e-05, + 8.040855027502403e-05, + 7.981665839906782e-05, + 7.924217061372474e-05, + 7.868344255257398e-05, + 7.813567208359018e-05, + 7.760529115330428e-05, + 7.713523518759757e-05, + 7.66772500355728e-05, + 7.62229465181008e-05, + 7.57719753892161e-05, + 7.532351446570829e-05, + 7.489156996598467e-05, + 7.446436211466789e-05, + 7.404937787214294e-05, + 7.365614146692678e-05, + 7.32811022317037e-05, + 7.290916983038187e-05, + 7.253899093484506e-05, + 7.21719188732095e-05, + 7.17963557690382e-05, + 7.141495734686032e-05, + 7.103720417944714e-05, + 7.065088720992208e-05, + 7.025128434179351e-05, + 6.98479198035784e-05, + 6.944164488231763e-05, + 6.903735629748553e-05, + 6.863226735731587e-05, + 6.822674913564697e-05, + 6.781917181797326e-05, + 6.74208567943424e-05, + 6.702176324324682e-05, + 6.662773375865072e-05, + 6.623750232392922e-05, + 6.585612572962418e-05, + 6.547232624143362e-05, + 6.507216312456876e-05, + 6.467750063166022e-05, + 6.429645145544782e-05, + 6.392537761712447e-05, + 6.354867946356535e-05, + 6.317491352092475e-05, + 6.279526860453188e-05, + 6.242148810997605e-05, + 6.203573866514489e-05, + 6.164678052300587e-05, + 6.126462540123612e-05, + 6.089594171498902e-05, + 6.05230379733257e-05, + 6.014675454935059e-05, + 5.977684850222431e-05, + 5.941098788753152e-05, + 5.905131547478959e-05, + 5.87094145885203e-05, + 5.8375408116262406e-05, + 5.805094406241551e-05, + 5.773488010163419e-05, + 5.7424549595452845e-05, + 5.711600897484459e-05, + 5.68104260310065e-05, + 5.6514694733778015e-05, + 5.622690878226422e-05, + 5.5935728596523404e-05, + 5.5652959417784587e-05, + 5.536637036129832e-05, + 5.5083626648411155e-05, + 5.481419793795794e-05, + 5.454892379930243e-05, + 5.429183875094168e-05, + 5.4041502153268084e-05, + 5.379591675591655e-05, + 5.354327731765807e-05, + 5.3291187214199454e-05, + 5.3043269872432575e-05, + 5.279593824525364e-05, + 5.25535324413795e-05, + 5.2311730541987345e-05, + 5.207394860917702e-05, + 5.1827319111907855e-05, + 5.159103966434486e-05, + 5.135936225997284e-05, + 5.112390499562025e-05, + 5.0901238864753395e-05, + 5.069094549980946e-05, + 5.0487102271290496e-05, + 5.028805753681809e-05, + 5.0089030992239714e-05, + 4.9896178097696975e-05, + 4.969758083461784e-05, + 4.950540460413322e-05, + 4.9312518967781216e-05, + 4.911637370241806e-05, + 4.892470678896643e-05, + 4.873109719483182e-05, + 4.853657083003782e-05, + 4.834328865399584e-05, + 4.8147841880563647e-05, + 4.794992128154263e-05, + 4.77540452266112e-05, + 4.756006092065945e-05, + 4.737358904094435e-05, + 4.7187277232296765e-05, + 4.7002555220387876e-05, + 4.681363861891441e-05, + 4.662241553887725e-05, + 4.643301872420125e-05, + 4.6239107177825645e-05, + 4.6047018258832395e-05, + 4.586153227137402e-05, + 4.568178337649442e-05, + 4.5499462430598214e-05, + 4.530576916295104e-05, + 4.51117375632748e-05, + 4.4922031520400196e-05, + 4.47372549388092e-05, + 4.4559157686308026e-05, + 4.437936149770394e-05, + 4.420480036060326e-05, + 4.40342519141268e-05, + 4.386264845379628e-05, + 4.369007729110308e-05, + 4.350893505034037e-05, + 4.333177275839262e-05, + 4.316392733016983e-05, + 4.2998373828595504e-05, + 4.2830539314309135e-05, + 4.265853567630984e-05, + 4.2488190956646577e-05, + 4.2327414121245965e-05, + 4.216776869725436e-05, + 4.200332841719501e-05, + 4.1834646253846586e-05, + 4.166522921877913e-05, + 4.149752203375101e-05, + 4.1336461436003447e-05, + 4.117444404982962e-05, + 4.10127904615365e-05, + 4.0850740333553404e-05, + 4.069199349032715e-05, + 4.05350438086316e-05, + 4.037384132971056e-05, + 4.020370033686049e-05, + 4.0035163692664355e-05, + 3.9873571950010955e-05, + 3.972098420490511e-05, + 3.9575043047079816e-05, + 3.942696639569476e-05, + 3.9280632336158305e-05, + 3.913558612111956e-05, + 3.89912020182237e-05, + 3.8844307709950954e-05, + 3.8694925024174154e-05, + 3.854610622511245e-05, + 3.840611316263676e-05, + 3.8264301110757515e-05, + 3.812252907664515e-05, + 3.798058969550766e-05, + 3.7835154216736555e-05, + 3.768864189623855e-05, + 3.7543821235885844e-05, + 3.739925523404963e-05, + 3.724901034729555e-05, + 3.709846714627929e-05, + 3.695033592521213e-05, + 3.6807065043831244e-05, + 3.666465636342764e-05, + 3.652425220934674e-05, + 3.6389737942954525e-05, + 3.625731551437639e-05, + 3.612705768318847e-05, + 3.599951014621183e-05, + 3.587788523873314e-05, + 3.575863956939429e-05, + 3.564013240975328e-05, + 3.55250303982757e-05, + 3.541214027791284e-05, + 3.530942558427341e-05, + 3.520510290400125e-05, + 3.510452006594278e-05, + 3.5003427910851315e-05, + 3.490389644866809e-05, + 3.4803022572305053e-05, + 3.469944203970954e-05, + 3.4593995223985985e-05, + 3.448390998528339e-05, + 3.437196573941037e-05, + 3.426063267397694e-05, + 3.415357423364185e-05, + 3.404502785997465e-05, + 3.392956205061637e-05, + 3.381476562935859e-05, + 3.370150807313621e-05, + 3.358674075570889e-05, + 3.347066740388982e-05, + 3.3356292988173664e-05, + 3.324295539641753e-05, + 3.3131014788523316e-05, + 3.302269396954216e-05, + 3.291884786449373e-05, + 3.281073804828338e-05, + 3.270361776230857e-05, + 3.2595969969406724e-05, + 3.249193832743913e-05, + 3.239282523281872e-05, + 3.228923742426559e-05, + 3.2184583687921986e-05, + 3.208181442460045e-05, + 3.1981464417185634e-05, + 3.1883191695669666e-05, + 3.178329279762693e-05, + 3.1685700378147885e-05, + 3.1591731385560706e-05, + 3.149666736135259e-05, + 3.140288754366338e-05, + 3.1311967177316546e-05, + 3.122025736956857e-05, + 3.112745616817847e-05, + 3.1035971915116534e-05, + 3.094456405960955e-05, + 3.085290518356487e-05, + 3.076446955674328e-05, + 3.067410580115393e-05, + 3.058427682844922e-05, + 3.0496421459247358e-05, + 3.040944466192741e-05, + 3.0322709790198132e-05, + 3.0238483304856345e-05, + 3.015817128471099e-05, + 3.007649866049178e-05, + 2.9999295293237083e-05, + 2.992036024807021e-05, + 2.9841488867532462e-05, + 2.976507857965771e-05, + 2.9690994779230095e-05, + 2.9615768653457053e-05, + 2.9542576157837175e-05, + 2.9468777938745916e-05, + 2.9392953365459107e-05, + 2.9318009183043614e-05, + 2.9242739401524886e-05, + 2.916575249400921e-05, + 2.9088338123983704e-05, + 2.9011076549068093e-05, + 2.8932769055245444e-05, + 2.8856939024990425e-05, + 2.8781492801499553e-05, + 2.870987736969255e-05, + 2.86394188151462e-05, + 2.856921673810575e-05, + 2.85012702079257e-05, + 2.8431079044821672e-05, + 2.8363148885546252e-05, + 2.8292372007854283e-05, + 2.821880843839608e-05, + 2.8147498596808873e-05, + 2.8072683562641032e-05, + 2.800015681714285e-05, + 2.793042585835792e-05, + 2.7860172849614173e-05, + 2.779045644274447e-05, + 2.7721984224626794e-05, + 2.7654263249132782e-05, + 2.7584354029386304e-05, + 2.7514422981766984e-05, + 2.744527046161238e-05, + 2.7378857339499518e-05, + 2.7313717509969138e-05, + 2.7252917789155617e-05, + 2.7190497348783538e-05, + 2.713067806325853e-05, + 2.7070416763308458e-05, + 2.701052653719671e-05, + 2.6951263862429187e-05, + 2.6891924790106714e-05, + 2.683261118363589e-05, + 2.6773213903652504e-05, + 2.6715677449828945e-05, + 2.665942520252429e-05, + 2.6603123842505738e-05, + 2.6548716050456278e-05, + 2.6495476049603894e-05, + 2.6441577574587427e-05, + 2.6388575861346908e-05, + 2.6333906134823337e-05, + 2.6278650693711825e-05, + 2.6221705411444418e-05, + 2.6165322196902707e-05, + 2.6109324608114548e-05, + 2.6053610781673342e-05, + 2.599810432002414e-05, + 2.5942401407519355e-05, + 2.5885146897053346e-05, + 2.5828974685282446e-05, + 2.5772720618988387e-05, + 2.5714798539411277e-05, + 2.5659655875642784e-05, + 2.5606121198507026e-05, + 2.555497849243693e-05, + 2.550454155425541e-05, + 2.5453584385104477e-05, + 2.5402227038284764e-05, + 2.534991472202819e-05, + 2.5297254978795536e-05, + 2.5243132768082432e-05, + 2.5188321160385385e-05, + 2.5134266252280213e-05, + 2.508165744075086e-05, + 2.5025970899150707e-05, + 2.4970260710688308e-05, + 2.491597660991829e-05, + 2.485994809831027e-05, + 2.4804148779367097e-05, + 2.4745815608184785e-05, + 2.468701495672576e-05, + 2.462963675498031e-05, + 2.457144728396088e-05, + 2.451444925100077e-05, + 2.4458517145831138e-05, + 2.4403985662502237e-05, + 2.4351320462301373e-05, + 2.429854248475749e-05, + 2.4246157408924773e-05, + 2.4195458536269143e-05, + 2.4145756469806656e-05, + 2.409519220236689e-05, + 2.404404767730739e-05, + 2.3993448849068955e-05, + 2.394639523117803e-05, + 2.3900207452243194e-05, + 2.385407242400106e-05, + 2.3807588149793446e-05, + 2.37602162087569e-05, + 2.3713011614745483e-05, + 2.366694388911128e-05, + 2.36202722589951e-05, + 2.357389166718349e-05, + 2.3527178200311027e-05, + 2.347875852137804e-05, + 2.3431000954587944e-05, + 2.3385427994071506e-05, + 2.3340067855315283e-05, + 2.3294396669371054e-05, + 2.324760498595424e-05, + 2.3201919248094782e-05, + 2.315620076842606e-05, + 2.3113214410841465e-05, + 2.3070178940542974e-05, + 2.3026566850603558e-05, + 2.2981135771260597e-05, + 2.2935011656954885e-05, + 2.2887468730914406e-05, + 2.2841139070806094e-05, + 2.2795977201894857e-05, + 2.2749725758330896e-05, + 2.2703541617374867e-05, + 2.265783041366376e-05, + 2.2610072846873663e-05, + 2.256387597299181e-05, + 2.2516016542795114e-05, + 2.2468797396868467e-05, + 2.2421892936108634e-05, + 2.237540866190102e-05, + 2.233183477073908e-05, + 2.2288906620815396e-05, + 2.2247637389227748e-05, + 2.2208489099284634e-05, + 2.2170563170220703e-05, + 2.2132611775305122e-05, + 2.2095327949500643e-05, + 2.205834425694775e-05, + 2.202170253440272e-05, + 2.1986046704114415e-05, + 2.1951649614493363e-05, + 2.1916581317782402e-05, + 2.188196413044352e-05, + 2.1846986783202738e-05, + 2.1812262275489047e-05, + 2.177737042075023e-05, + 2.1742886019637808e-05, + 2.1707099222112447e-05, + 2.1669235138688236e-05, + 2.163091085094493e-05, + 2.159220093744807e-05, + 2.1553703845711425e-05, + 2.1515608750632964e-05, + 2.14783849514788e-05, + 2.143989513569977e-05, + 2.1401829144451767e-05, + 2.136432522092946e-05, + 2.1325724446796812e-05, + 2.1287441995809786e-05, + 2.1248572011245415e-05, + 2.120880344591569e-05, + 2.11675633181585e-05, + 2.1125752027728595e-05, + 2.1083860701764934e-05, + 2.1043084416305646e-05, + 2.1002397261327133e-05, + 2.096212119795382e-05, + 2.092129216180183e-05, + 2.0880055672023445e-05, + 2.0836845578742214e-05, + 2.0793682779185474e-05, + 2.0750791009049863e-05, + 2.0708343072328717e-05, + 2.0666406271629967e-05, + 2.0624371245503426e-05, + 2.0583045625244267e-05, + 2.0543584469123743e-05, + 2.0505583961494267e-05, + 2.0468771253945306e-05, + 2.0431076336535625e-05, + 2.0393603335833177e-05, + 2.0356610548333265e-05, + 2.0320661860750988e-05, + 2.0284687707317062e-05, + 2.0250283341738395e-05, + 2.0217235942254774e-05, + 2.0182198568363674e-05, + 2.014724668697454e-05, + 2.0113162463530898e-05, + 2.00788963411469e-05, + 2.0044753910042346e-05, + 2.000962194870226e-05, + 1.997355866478756e-05, + 1.993738260352984e-05, + 1.9902707208530046e-05, + 1.986788811336737e-05, + 1.9832887119264342e-05, + 1.9797953427769244e-05, + 1.9763605450862087e-05, + 1.9729388441191986e-05, + 1.9695033188327216e-05, + 1.966194213309791e-05, + 1.9630153474281542e-05, + 1.959764449566137e-05, + 1.9565168258850463e-05, + 1.953280298039317e-05, + 1.950035584741272e-05, + 1.9467954189167358e-05, + 1.9435774447629228e-05, + 1.9404171325732023e-05, + 1.9372442693565972e-05, + 1.934053398144897e-05, + 1.9309096387587488e-05, + 1.9278968466096558e-05, + 1.924880598380696e-05, + 1.92191237147199e-05, + 1.918970338010695e-05, + 1.9161147065460682e-05, + 1.913316191348713e-05, + 1.910553874040488e-05, + 1.907879050122574e-05, + 1.9053237338084728e-05, + 1.9028719179914333e-05, + 1.9003802663064562e-05, + 1.897912625281606e-05, + 1.8953727703774348e-05, + 1.892933141789399e-05, + 1.8904849639511667e-05, + 1.8879865820053965e-05, + 1.8855025700759143e-05, + 1.8828823158401065e-05, + 1.88028843695065e-05, + 1.8775364878820255e-05, + 1.8747714420896955e-05, + 1.872040593298152e-05, + 1.8692906451178715e-05, + 1.8665534298634157e-05, + 1.8639151676325127e-05, + 1.861157943494618e-05, + 1.8584240024210885e-05, + 1.85573153430596e-05, + 1.852953755587805e-05, + 1.8500939404475503e-05, + 1.8471766452421434e-05, + 1.8442224245518446e-05, + 1.8413758880342357e-05, + 1.8385931980446912e-05, + 1.8357897715759464e-05, + 1.8330078091821633e-05, + 1.830140536185354e-05, + 1.8272279703523964e-05, + 1.8242752048536204e-05, + 1.8212254872196354e-05, + 1.8180773622589186e-05, + 1.8148373783333227e-05, + 1.8116428691428155e-05, + 1.8083532268065028e-05, + 1.8050495782517828e-05, + 1.801831240300089e-05, + 1.798627090465743e-05, + 1.7954605937120505e-05, + 1.7923111954587512e-05, + 1.7891365132527426e-05, + 1.7858965293271467e-05, + 1.7826896510086954e-05, + 1.779429840098601e-05, + 1.7762376955943182e-05, + 1.7730608306010254e-05, + 1.7698357623885386e-05, + 1.766547211445868e-05, + 1.7633212337386794e-05, + 1.7602085790713318e-05, + 1.7571834177942947e-05, + 1.7542592104291543e-05, + 1.7513628336018883e-05, + 1.7484835552750155e-05, + 1.745661393215414e-05, + 1.7428730643587187e-05, + 1.7401485820300877e-05, + 1.7374793969793245e-05, + 1.7349022527923808e-05, + 1.7323804058833048e-05, + 1.7299267710768618e-05, + 1.727467679302208e-05, + 1.725069887470454e-05, + 1.7227728676516563e-05, + 1.7205204130732454e-05, + 1.7182201190735213e-05, + 1.7158947230200283e-05, + 1.7135898815467954e-05, + 1.7113112335209735e-05, + 1.7090787878260016e-05, + 1.706858711258974e-05, + 1.7046351786120795e-05, + 1.7023932741722092e-05, + 1.700071879895404e-05, + 1.6977392078842968e-05, + 1.6953992599155754e-05, + 1.6929632693063468e-05, + 1.6905165466596372e-05, + 1.6882611816981807e-05, + 1.68599854077911e-05, + 1.6837437215144746e-05, + 1.6815623894217424e-05, + 1.6793872418929823e-05, + 1.6772075468907133e-05, + 1.6750063878134824e-05, + 1.6727944966987707e-05, + 1.6705689631635323e-05, + 1.6684274669387378e-05, + 1.666341267991811e-05, + 1.664276896917727e-05, + 1.66220597748179e-05, + 1.6601492461632006e-05, + 1.6581232557655312e-05, + 1.656063432164956e-05, + 1.6539132047910243e-05, + 1.6517955373274162e-05, + 1.6496143871336244e-05, + 1.6474097719765268e-05, + 1.6452248019049875e-05, + 1.642987808736507e-05, + 1.640722439333331e-05, + 1.6384728951379657e-05, + 1.636174420127645e-05, + 1.633861756999977e-05, + 1.631515442568343e-05, + 1.6292162399622612e-05, + 1.6269275874947198e-05, + 1.6247222447418608e-05, + 1.6224747014348395e-05, + 1.620312104932964e-05, + 1.6181051250896417e-05, + 1.6158341168193147e-05, + 1.613585845916532e-05, + 1.6113745004986413e-05, + 1.6091846191557124e-05, + 1.606976547918748e-05, + 1.6048375982791185e-05, + 1.602711563464254e-05, + 1.600616997166071e-05, + 1.5985271602403373e-05, + 1.5965231796144508e-05, + 1.5944853657856584e-05, + 1.592432272445876e-05, + 1.590362262504641e-05, + 1.5882722436799668e-05, + 1.5862216969253495e-05, + 1.5841693311813287e-05, + 1.582197000971064e-05, + 1.5802104826434515e-05, + 1.5782596165081486e-05, + 1.5762949260533787e-05, + 1.5743584299343638e-05, + 1.572437395225279e-05, + 1.5705554687883705e-05, + 1.5686913684476167e-05, + 1.5668043488403782e-05, + 1.564867125125602e-05, + 1.5629459085175768e-05, + 1.561017779749818e-05, + 1.559062184242066e-05, + 1.5571398762403987e-05, + 1.5551820979453623e-05, + 1.5531835742876865e-05, + 1.551212881167885e-05, + 1.5492920283577405e-05, + 1.5474091924261302e-05, + 1.5454665117431432e-05, + 1.543471989862155e-05, + 1.5414498193422332e-05, + 1.539419827167876e-05, + 1.53740074892994e-05, + 1.5353802155004814e-05, + 1.533374779683072e-05, + 1.531358611828182e-05, + 1.529329711047467e-05, + 1.5273159078788012e-05, + 1.5253801393555477e-05, + 1.5234681995934807e-05, + 1.5215874554996844e-05, + 1.519728630228201e-05, + 1.5178730791376438e-05, + 1.5160784641921055e-05, + 1.5142600204853807e-05, + 1.5124546735023614e-05, + 1.5107368199096527e-05, + 1.5089725820871536e-05, + 1.5072350834088866e-05, + 1.5054655705171172e-05, + 1.5036732293083332e-05, + 1.5018517842690926e-05, + 1.5000498024164699e-05, + 1.498207166150678e-05, + 1.4963484318286646e-05, + 1.494488515163539e-05, + 1.4926313269825187e-05, + 1.4907875083736144e-05, + 1.4889669728290755e-05, + 1.4871226085233502e-05, + 1.4852373169560451e-05, + 1.4833672139502596e-05, + 1.481504750699969e-05, + 1.4796551113249734e-05, + 1.4778580407437403e-05, + 1.4760425983695313e-05, + 1.4742732673767023e-05, + 1.4725146684213541e-05, + 1.4707606169395149e-05, + 1.4690706848341506e-05, + 1.467428319301689e-05, + 1.4658047803095542e-05, + 1.4641129382653162e-05, + 1.4624192772316746e-05, + 1.4607413504563738e-05, + 1.4590261343983002e-05, + 1.4572834516002331e-05, + 1.4555220332113095e-05, + 1.4537543393089436e-05, + 1.4520246622851118e-05, + 1.450316995033063e-05, + 1.4485935935226735e-05, + 1.4468766494246665e-05, + 1.4451135939452797e-05, + 1.4432969692279585e-05, + 1.4415170880965889e-05, + 1.4396834558283444e-05, + 1.4378503692569211e-05, + 1.4359894521476235e-05, + 1.4341060705191921e-05, + 1.4322286006063223e-05, + 1.4303085663414095e-05, + 1.4284450116974767e-05, + 1.4265979189076461e-05, + 1.4247782019083388e-05, + 1.4229595763026737e-05, + 1.4211595043889247e-05, + 1.4193667084327899e-05, + 1.4175381693348754e-05, + 1.415764563716948e-05, + 1.4139766790322028e-05, + 1.4121914318820927e-05, + 1.4104210094956215e-05, + 1.4086557712289505e-05, + 1.406909268553136e-05, + 1.4051575817575213e-05, + 1.4034287232789211e-05, + 1.401753797836136e-05, + 1.4000772353028879e-05, + 1.3984094039187767e-05, + 1.3967494851385709e-05, + 1.3951250366517343e-05, + 1.3934918570157606e-05, + 1.3918731383455452e-05, + 1.3902786122343969e-05, + 1.3886337910662405e-05, + 1.3870140719518531e-05, + 1.3854136341251433e-05, + 1.3838553968525957e-05, + 1.3823175322613679e-05, + 1.3807926734443754e-05, + 1.3792916433885694e-05, + 1.3778148058918305e-05, + 1.3762933122052345e-05, + 1.3747533557761926e-05, + 1.3732334991800599e-05, + 1.3717067304241937e-05, + 1.3701839634450153e-05, + 1.3686416423297487e-05, + 1.3671068700205069e-05, + 1.3655891052621882e-05, + 1.3640639735967852e-05, + 1.3625726751342881e-05, + 1.3610410860565025e-05, + 1.3594955817097798e-05, + 1.3579249753092881e-05, + 1.3563846550823655e-05, + 1.3548164133680984e-05, + 1.3532414413930383e-05, + 1.3516814760805573e-05, + 1.3501638022717088e-05, + 1.3486898751580156e-05, + 1.3472313185047824e-05, + 1.3457929526339285e-05, + 1.3443811440083664e-05, + 1.3429975297185592e-05, + 1.3415940884442534e-05, + 1.3401895557763055e-05, + 1.3387706530920696e-05, + 1.3373413821682334e-05, + 1.335908928012941e-05, + 1.3344752005650662e-05, + 1.3330367437447421e-05, + 1.331598741671769e-05, + 1.330152099399129e-05, + 1.3286905414133798e-05, + 1.3272495380078908e-05, + 1.3257879800221417e-05, + 1.3242973182059359e-05, + 1.3227811905380804e-05, + 1.321265062870225e-05, + 1.3197648513596505e-05, + 1.3182136171963066e-05, + 1.3166529242880642e-05, + 1.3151187886251137e-05, + 1.313563552685082e-05, + 1.312052336288616e-05, + 1.3105558537063189e-05, + 1.3090808351989836e-05, + 1.3076237337372731e-05, + 1.3061718163953628e-05, + 1.3047552783973515e-05, + 1.3033615687163547e-05, + 1.3019740435993299e-05, + 1.3005783330299892e-05, + 1.2991606126888655e-05, + 1.2977440746908542e-05, + 1.296337904932443e-05, + 1.2949473784829024e-05, + 1.2935353879584e-05, + 1.2921441339130979e-05, + 1.2907705240650102e-05, + 1.2894012797914911e-05, + 1.2880051144747995e-05, + 1.2866293218394276e-05, + 1.2852551662945189e-05, + 1.283915298699867e-05, + 1.2825691555917729e-05, + 1.2812511158699635e-05, + 1.2799177056876943e-05, + 1.2785843864548951e-05, + 1.2772658010362647e-05, + 1.2759269338857848e-05, + 1.2746026186505333e-05, + 1.2732873074128293e-05, + 1.2719920050585642e-05, + 1.2706932466244325e-05, + 1.2693591088464018e-05, + 1.2680289728450589e-05, + 1.266693197976565e-05, + 1.2653612429858185e-05, + 1.2640607565117534e-05, + 1.2627506293938495e-05, + 1.2614661500265356e-05, + 1.2601932212419342e-05, + 1.2589079233293887e-05, + 1.2575955224747304e-05, + 1.256294399354374e-05, + 1.2549813618534245e-05, + 1.2536418580566533e-05, + 1.2523272744147107e-05, + 1.2509985936048906e-05, + 1.2496835552155972e-05, + 1.2483417776820716e-05, + 1.247004638571525e-05, + 1.2456735021260101e-05, + 1.2443382729543373e-05, + 1.2430068636604119e-05, + 1.2417000107234344e-05, + 1.2403571417962667e-05, + 1.2390080883051269e-05, + 1.2376758604659699e-05, + 1.2363083442323841e-05, + 1.2349111784715205e-05, + 1.2335302017163485e-05, + 1.2321671420068014e-05, + 1.2308119039516896e-05, + 1.2294590305828024e-05, + 1.2281529052415863e-05, + 1.2268403224879876e-05, + 1.2255311048647854e-05, + 1.224237075803103e-05, + 1.2229338608449325e-05, + 1.2216433788125869e-05, + 1.220360445586266e-05, + 1.219071327795973e-05, + 1.2177629287180025e-05, + 1.2164689906057902e-05, + 1.2151983355579432e-05, + 1.2139300451963209e-05, + 1.2126549336244352e-05, + 1.2114185665268451e-05, + 1.2101913853257429e-05, + 1.2089501979062334e-05, + 1.2077042811142746e-05, + 1.2064629117958248e-05, + 1.2052310012222733e-05, + 1.203952433570521e-05, + 1.2026772310491651e-05, + 1.2014262210868765e-05, + 1.2001703908026684e-05, + 1.1989192898909096e-05, + 1.197673464048421e-05, + 1.1964185432589147e-05, + 1.1951560736633837e-05, + 1.1939227078983095e-05, + 1.192666695715161e-05, + 1.1914173228433356e-05, + 1.1901933248736896e-05, + 1.1889984307345003e-05, + 1.1877735232701525e-05, + 1.1865473425132222e-05, + 1.185317069030134e-05, + 1.1840964361908846e-05, + 1.1828718015749473e-05, + 1.1816356163762975e-05, + 1.1804191672126763e-05, + 1.179207902168855e-05, + 1.1780140084738377e-05, + 1.1768311196647119e-05, + 1.1756583262467757e-05, + 1.1744758921850007e-05, + 1.1732883649528958e-05, + 1.1721115697582718e-05, + 1.1709290447470266e-05, + 1.1697769878082909e-05, + 1.1686257494147867e-05, + 1.1674368579406291e-05, + 1.1662401448120363e-05, + 1.1650266060314607e-05, + 1.1638180694717448e-05, + 1.1626148989307694e-05, + 1.1614261893555522e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9639639854431152, + 0.9532710909843445, + 0.9215686917304993, + 1.0, + 1.0, + 0.9152541160583496, + 0.9259259700775146, + 0.9900000095367432, + 0.898989737033844, + 1.0, + 1.0, + 0.9700000286102295, + 1.0, + 1.0, + 0.9051724672317505, + 0.7904761433601379, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.987063467502594, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9793814420700073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9920564889907837, + 1.0, + 0.9920774698257446, + 1.0, + 0.9768637418746948, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9770750999450684, + 0.9919094443321228, + 1.0, + 0.9977098703384399, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9652928709983826, + 1.0, + 1.0, + 0.9886766076087952, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9566062092781067, + 0.9898443222045898, + 0.9774281978607178, + 1.0, + 1.0, + 0.9626865386962891, + 1.0, + 1.0, + 1.0, + 0.9894319772720337, + 0.9966621398925781, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972330331802368, + 0.9950055480003357, + 0.9871723651885986, + 1.0, + 0.9636669754981995, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9830507636070251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9934439659118652, + 1.0, + 1.0, + 0.9680758714675903, + 1.0, + 0.966956615447998, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939286112785339, + 0.9953287243843079, + 1.0, + 0.9899208545684814, + 0.9043635725975037, + 0.9923603534698486, + 1.0, + 1.0, + 1.0, + 0.9804381728172302, + 1.0, + 0.9881045818328857, + 0.963081955909729, + 0.9683334231376648, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9959387183189392, + 1.0, + 1.0, + 1.0, + 0.9969743490219116, + 1.0, + 1.0, + 1.0, + 0.9845003485679626, + 0.992409348487854, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.984707236289978, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.969764769077301, + 0.9958430528640747, + 0.9897958636283875, + 0.9920337200164795, + 0.999527633190155, + 1.0, + 1.0, + 0.9847328066825867, + 0.9896641373634338, + 1.0, + 0.9875432252883911, + 1.0, + 1.0, + 0.9686017632484436, + 1.0, + 0.9853113293647766, + 0.9884050488471985, + 0.9954513311386108, + 1.0, + 1.0, + 0.9984083771705627, + 1.0, + 0.9948279857635498, + 1.0, + 0.9979928731918335, + 1.0, + 0.9726230502128601, + 0.9949814677238464, + 1.0, + 0.9593876600265503, + 0.9572252035140991, + 0.9817087054252625, + 0.9896225929260254, + 1.0, + 0.9806922674179077, + 1.0, + 0.9794978499412537, + 1.0, + 1.0, + 0.9892038106918335, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.973511278629303, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9785086512565613, + 0.9814743995666504, + 1.0, + 1.0, + 1.0, + 0.9915239214897156, + 0.987438976764679, + 0.9766784310340881, + 1.0, + 0.9835514426231384, + 0.9893903732299805, + 1.0, + 1.0, + 1.0, + 0.9914459586143494, + 0.9598473906517029, + 0.9987899661064148, + 1.0, + 1.0, + 1.0, + 0.9568030834197998, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9731125235557556, + 1.0, + 1.0, + 1.0, + 0.992547333240509, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9724045991897583, + 0.956881046295166, + 0.9693349003791809, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9534355401992798, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979188442230225, + 0.9805352687835693, + 1.0, + 0.9991790056228638, + 0.9705364108085632, + 0.9968553185462952, + 0.99587482213974, + 0.9919590353965759, + 0.9647507071495056, + 0.9914703369140625, + 1.0, + 0.9818553924560547, + 0.991150438785553, + 0.9188550710678101, + 1.0, + 0.9730972647666931, + 1.0, + 0.9935083389282227, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9726141691207886, + 1.0, + 1.0, + 1.0, + 0.9980033040046692, + 1.0, + 1.0, + 0.997139573097229, + 1.0, + 1.0, + 0.9788068532943726, + 0.9691458344459534, + 1.0, + 1.0, + 1.0, + 0.9771755933761597, + 0.9628839492797852, + 1.0, + 1.0, + 0.9929215908050537, + 0.9870854616165161, + 0.9896378517150879, + 1.0, + 0.9872349500656128, + 0.972784161567688, + 1.0, + 0.9972726106643677, + 0.9790681004524231, + 1.0, + 1.0, + 0.9956656694412231, + 1.0, + 1.0, + 0.9743433594703674, + 1.0, + 1.0, + 0.9876518249511719, + 0.9995934963226318, + 1.0, + 0.9803049564361572, + 0.9620853066444397, + 1.0, + 0.953449547290802, + 1.0, + 1.0, + 0.977052628993988, + 0.977483332157135, + 1.0, + 0.980835497379303, + 1.0, + 1.0, + 0.9966638684272766, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.977011501789093, + 1.0, + 0.9572139978408813, + 0.9924482107162476, + 1.0, + 0.975427508354187, + 1.0, + 0.9754007458686829, + 1.0, + 1.0, + 0.9776526093482971, + 1.0, + 0.9785824418067932, + 0.9695817828178406, + 1.0, + 1.0, + 0.9902145266532898, + 0.997054398059845, + 1.0, + 1.0, + 0.9979123473167419, + 0.9682554006576538, + 0.9885392189025879, + 0.9403212070465088, + 1.0, + 0.9652072191238403, + 1.0, + 1.0, + 0.996410071849823, + 1.0, + 1.0, + 1.0, + 0.9753761291503906, + 0.9841715097427368, + 1.0, + 0.9726207256317139, + 0.9846265316009521, + 1.0, + 0.9894431233406067, + 1.0, + 1.0, + 1.0, + 0.9969448447227478, + 0.9999042749404907, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9879759550094604, + 1.0, + 1.0, + 0.9588292241096497, + 0.9773814082145691, + 0.9614299535751343, + 0.9928570985794067, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931100606918335, + 0.9798893332481384, + 1.0, + 1.0, + 0.9814876914024353, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9835630059242249, + 1.0, + 0.9872910976409912, + 0.988889753818512, + 0.982333779335022, + 0.9727086424827576, + 1.0, + 0.9995982646942139, + 0.9746021628379822, + 0.9868876338005066, + 1.0, + 1.0, + 0.9961568713188171, + 0.9360231757164001, + 0.9877210855484009, + 1.0, + 1.0, + 1.0, + 1.0, + 0.982085108757019, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992871105670929, + 0.9603914022445679, + 1.0, + 1.0, + 1.0, + 0.9826557040214539, + 1.0, + 0.9459909200668335, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981123685836792, + 0.9811350107192993, + 1.0, + 1.0, + 0.9963183999061584, + 1.0, + 0.974005937576294, + 1.0, + 0.9936420321464539, + 1.0, + 0.9979140162467957, + 0.9436315894126892, + 0.9913608431816101, + 0.9672278165817261, + 0.9540274143218994, + 0.9739285111427307, + 1.0, + 0.9874845147132874, + 0.9970816373825073, + 0.9957350492477417, + 0.9779961705207825, + 0.9692571759223938, + 1.0, + 0.9917833805084229, + 1.0, + 0.9975100755691528, + 1.0, + 0.9930093884468079, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955835342407227, + 0.9824811816215515, + 1.0, + 0.9946276545524597, + 0.9906770586967468, + 1.0, + 0.9975467324256897, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797617197036743, + 1.0, + 0.9962894916534424, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966799020767212, + 0.9947652816772461, + 1.0, + 0.9898098111152649, + 0.9612138867378235, + 0.9694874286651611, + 0.9745005965232849, + 1.0, + 1.0, + 0.9931542277336121, + 0.97745281457901, + 1.0, + 0.9616292119026184, + 0.9657496213912964, + 1.0, + 1.0, + 0.980556309223175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9645957946777344, + 1.0, + 1.0, + 1.0, + 0.9888508915901184, + 1.0, + 1.0, + 0.9685573577880859, + 0.9656723141670227, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984742999076843, + 0.9872660040855408, + 1.0, + 1.0, + 0.9903962016105652, + 0.9631897807121277, + 1.0, + 0.9888749718666077, + 0.9958727359771729, + 0.9752674102783203, + 0.9843728542327881, + 0.9914357662200928, + 0.9729615449905396, + 0.9592176079750061, + 0.9631273746490479, + 1.0, + 0.9941019415855408, + 1.0, + 0.9642776846885681, + 1.0, + 1.0, + 0.9980520606040955, + 1.0, + 0.9941163659095764, + 1.0, + 1.0, + 0.9920440316200256, + 1.0, + 0.9999339580535889, + 0.9685475826263428, + 1.0, + 0.996035635471344, + 0.9892992377281189, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9687573313713074, + 0.9823536276817322, + 1.0, + 0.9970629811286926, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918901920318604, + 1.0, + 1.0, + 0.9801561832427979, + 1.0, + 0.9941964745521545, + 1.0, + 1.0, + 1.0, + 0.9958476424217224, + 1.0, + 0.9853060245513916, + 1.0, + 1.0, + 1.0, + 0.9872576594352722, + 0.9712149500846863, + 0.9776280522346497, + 0.9721773862838745, + 0.9960265755653381, + 0.9994949698448181, + 0.9856009483337402, + 0.993182361125946, + 0.982245147228241, + 0.9847091436386108, + 0.9704909324645996, + 0.9832297563552856, + 0.9774074554443359, + 1.0, + 0.9794259071350098, + 0.9619916081428528, + 0.9846181273460388, + 1.0, + 1.0, + 0.9953519105911255, + 0.992729127407074, + 0.9836847186088562, + 0.998305082321167, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9257044792175293, + 1.0, + 1.0, + 0.971461296081543, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9660260081291199, + 0.9779390096664429, + 0.9932982325553894, + 1.0, + 0.9968293905258179, + 0.9890175461769104, + 1.0, + 1.0, + 0.9887658953666687, + 1.0, + 1.0, + 0.9952436089515686, + 1.0, + 1.0, + 0.9973743557929993, + 1.0, + 1.0, + 1.0, + 0.984363317489624, + 1.0, + 0.9679262638092041, + 1.0, + 0.9666053652763367, + 1.0, + 1.0, + 0.9944151043891907, + 0.9879650473594666, + 0.9946198463439941, + 1.0, + 0.9728912115097046, + 0.9984980821609497, + 0.9892628788948059, + 1.0, + 0.9626334309577942, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9852782487869263, + 1.0, + 0.9647314548492432, + 1.0, + 0.985984206199646, + 1.0, + 0.9894524216651917, + 0.9958006143569946, + 0.9832937121391296, + 0.9943915605545044, + 1.0, + 1.0, + 0.9954581260681152, + 1.0, + 1.0, + 0.9868108034133911, + 1.0, + 1.0, + 0.9903460741043091, + 0.978635311126709, + 0.9838459491729736, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988510608673096, + 1.0, + 0.9965674877166748, + 1.0, + 1.0, + 0.9968587160110474, + 0.9651490449905396, + 0.9916670918464661, + 0.9875674843788147, + 0.9920386672019958, + 1.0, + 0.9707280993461609, + 1.0, + 0.996452271938324, + 0.9549869894981384, + 1.0, + 0.9883720874786377, + 1.0, + 1.0, + 1.0, + 0.9930949211120605, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968208074569702, + 0.9910510778427124, + 1.0, + 1.0, + 0.9959061741828918, + 0.9999538660049438, + 0.9970439076423645, + 0.9754006862640381, + 1.0, + 0.9783168435096741, + 0.997654378414154, + 1.0, + 0.9668934941291809, + 0.9752241969108582, + 0.9918702840805054, + 1.0, + 1.0, + 0.9942949414253235, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9821199178695679, + 0.990943968296051, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9839940667152405, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9747996926307678, + 0.9957255721092224, + 0.9893507361412048, + 1.0, + 0.9938887357711792, + 1.0, + 1.0, + 0.9740646481513977, + 1.0, + 1.0, + 0.9959922432899475, + 1.0, + 0.9934120774269104, + 1.0, + 0.9908879995346069, + 0.9726216197013855, + 1.0, + 0.9985030293464661, + 0.9994003176689148, + 0.9822133183479309, + 1.0, + 0.9947680830955505, + 0.9887855052947998, + 1.0, + 0.9884921312332153, + 0.9917088747024536, + 0.9770846962928772, + 0.9907785058021545, + 0.9948988556861877, + 0.9877665042877197, + 0.9871596097946167, + 1.0, + 1.0, + 0.9903782606124878, + 1.0, + 1.0, + 1.0, + 0.998572826385498, + 0.9924209713935852, + 1.0, + 0.9810879826545715, + 1.0, + 1.0, + 1.0, + 0.9846268892288208, + 1.0, + 1.0, + 0.994157075881958, + 0.9764086604118347, + 0.974575936794281, + 0.9928734302520752, + 0.9895597696304321, + 0.9849657416343689, + 0.9832187294960022, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9893184304237366, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933871626853943, + 1.0, + 1.0, + 0.9866939187049866, + 1.0, + 0.9754160046577454, + 0.9938246607780457, + 0.9893198609352112, + 0.9912852048873901, + 1.0, + 0.9791361093521118, + 0.9872230291366577, + 0.9988122582435608, + 1.0, + 1.0, + 1.0, + 0.9962627291679382, + 0.9920584559440613, + 1.0, + 0.9887521266937256, + 0.9906198382377625, + 1.0, + 1.0, + 0.9888171553611755, + 1.0, + 0.9784207344055176, + 1.0, + 0.982393205165863, + 1.0, + 1.0, + 0.9921855926513672, + 1.0, + 0.9923877716064453, + 0.9964658617973328, + 0.9879090785980225, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9795917272567749, + 1.0, + 0.9835238456726074, + 0.9945495128631592, + 1.0, + 1.0, + 0.9947566390037537, + 1.0, + 1.0, + 0.9846658110618591, + 1.0, + 0.9929444789886475, + 1.0, + 1.0, + 0.9988498091697693, + 1.0, + 1.0, + 0.9848049283027649, + 1.0, + 1.0, + 0.9913171529769897, + 1.0, + 1.0, + 0.9920171499252319, + 0.9905999898910522, + 0.9978290796279907, + 1.0, + 0.9688616991043091, + 1.0, + 1.0, + 0.9918341040611267, + 1.0, + 0.9936035871505737, + 0.9975543022155762, + 1.0, + 1.0, + 0.9923454523086548, + 0.9855991005897522, + 1.0, + 1.0, + 0.9727790355682373, + 0.9957624077796936, + 1.0, + 1.0, + 0.9994974136352539, + 0.9955825805664062, + 1.0, + 1.0, + 0.9843938946723938, + 1.0, + 0.9996160268783569, + 0.9990573525428772, + 1.0, + 1.0, + 0.9805096983909607, + 1.0, + 0.9981878399848938, + 0.9828732013702393, + 0.9793685674667358, + 1.0, + 1.0, + 1.0, + 0.9955170750617981, + 1.0, + 1.0, + 0.9872922301292419, + 0.9989416003227234, + 0.988994836807251, + 0.9939178824424744, + 0.9945759773254395, + 1.0, + 1.0, + 0.9942725300788879, + 1.0, + 0.9773147106170654, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992781281471252, + 0.9991462230682373, + 0.9913895130157471 + ], + "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_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_df_eval.csv b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..786a1c0fd5628a2c805010486c59f8dc33d08744 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_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 +1.8571428,1.8571428,-0.005654249,344.82758,10000.0,29.0,625.0,,128.0,0.0002497952,0.1,1.3507754 +2.034091,1.945617,-0.008591539,571.4286,20000.0,35.0,1250.0,,288.0,0.0002495392,0.1,1.323255 +2.05,1.9804112,-0.010903051,750.0,30000.0,40.0,1875.0,,448.0,0.0002492832,0.1,1.3286614 +1.81,1.9378084,-0.012204986,851.06384,40000.0,47.0,2500.0,,608.0,0.0002490272,0.1,1.298095 +1.85,1.9202467,-0.013061419,943.39624,50000.0,53.0,3125.0,,768.0,0.0002487712,0.1,1.2723728 +2.08,1.9468722,-0.0139984125,1016.94916,60000.0,59.0,3750.0,,928.0,0.0002485152,0.1,1.2829084 +2.05,1.9616048,-0.014439255,1093.75,70000.0,64.0,4375.0,,1088.0,0.0002482592,0.1,1.2289114 +1.87,1.9501543,-0.013052855,1142.8572,80000.0,70.0,5000.0,,1248.0,0.0002480032,0.1,1.2050123 +1.97,1.9523593,-0.012155585,1200.0,90000.0,75.0,5625.0,,1376.0,0.0002477984,0.1,1.1555996 +2.02,1.9591234,-0.012183356,1250.0,100000.0,80.0,6250.0,,1536.0,0.0002475424,0.1,1.0683784 +2.01,1.9637486,-0.01083694,1264.3678,110000.0,87.0,6875.0,,1696.0,0.0002472864,0.1,1.1347096 +2.02,1.9684362,-0.009904752,1290.3226,120000.0,93.0,7500.0,,1856.0,0.0002470304,0.1,1.1114475 +2.29,1.9931719,-0.012872977,1313.1313,130000.0,99.0,8125.0,,2016.0,0.0002467744,0.1,1.1303391 +2.34,2.0179455,-0.014338377,1346.1538,140000.0,104.0,8750.0,,2176.0,0.0002465184,0.1,1.1254091 +2.22,2.0314157,-0.009307483,1363.6364,150000.0,110.0,9375.0,,2336.0,0.0002462624,0.1,1.0627074 +2.18,2.040702,-0.012361161,1391.3043,160000.0,115.0,10000.0,,2496.0,0.0002460064,0.1,1.04931 +2.15,2.0471315,-0.01174102,1404.9586,170000.0,121.0,10625.0,,2656.0,0.0002457504,0.1,0.9789743 +2.22,2.0567353,-0.01373397,1428.5714,180000.0,126.0,11250.0,,2784.0,0.0002455456,0.1,1.0620527 +2.27,2.0679598,-0.014112363,1439.3939,190000.0,132.0,11875.0,,2944.0,0.0002452896,0.1,1.0450805 +2.13,2.0710618,-0.014068369,1438.8489,200000.0,139.0,12500.0,,3104.0,0.0002450336,0.1,1.1424978 +2.19,2.0767255,-0.015601822,1458.3334,210000.0,144.0,13125.0,,3264.0,0.0002447776,0.1,1.1262795 +2.33,2.088238,-0.01658245,1476.51,220000.0,149.0,13750.0,,3424.0,0.0002445216,0.1,1.1287129 +2.31,2.09788,-0.016077114,1483.871,230000.0,155.0,14375.0,,3584.0,0.0002442656,0.1,1.1423516 +2.37,2.109218,-0.014294635,1490.6832,240000.0,161.0,15000.0,,3744.0,0.0002440096,0.1,1.1051968 +2.41,2.1212492,-0.015484169,1488.0952,250000.0,168.0,15625.0,,3904.0,0.0002437536,0.1,1.0472367 +2.34,2.1296628,-0.013484756,1502.8901,260000.0,173.0,16250.0,,4032.0,0.0002435488,0.1,1.0357292 +2.38,2.1389346,-0.015671348,1508.3799,270000.0,179.0,16875.0,,4192.0,0.0002432928,0.1,1.0524836 +2.48,2.1511154,-0.014184881,1513.5135,280000.0,185.0,17500.0,,4352.0,0.0002430368,0.1,1.1159004 +2.57,2.1655598,-0.010967224,1510.4166,290000.0,192.0,18125.0,,4512.0,0.0002427808,0.1,1.0919011 +2.51,2.177041,-0.015777027,1515.1515,300000.0,198.0,18750.0,,4672.0,0.0002425248,0.1,1.0541337 +2.4,2.1842334,-0.014683513,1519.6078,310000.0,204.0,19375.0,,4832.0,0.0002422688,0.1,1.0727592 +2.25,2.1862886,-0.015897725,1531.1005,320000.0,209.0,20000.0,,4992.0,0.0002420128,0.1,0.98497635 +2.12,2.18428,-0.012876767,1542.056,330000.0,214.0,20625.0,,5152.0,0.0002417568,0.1,1.0105144 +2.17,2.1838598,-0.013144153,1545.4546,340000.0,220.0,21250.0,,5312.0,0.0002415008,0.1,1.0091221 +2.49,2.1926067,-0.014209545,1562.5,350000.0,224.0,21875.0,,5440.0,0.000241296,0.1,0.9903704 +2.75,2.2080898,-0.011703094,1565.2174,360000.0,230.0,22500.0,,5600.0,0.00024104,0.1,0.96475446 +2.84,2.2251685,-0.011516485,1567.7966,370000.0,236.0,23125.0,,5760.0,0.000240784,0.1,0.9362 +3.02,2.246085,-0.011534706,1576.7634,380000.0,241.0,23750.0,,5920.0,0.000240528,0.1,0.9359277 +3.11,2.2682366,-0.013685824,1578.9474,390000.0,247.0,24375.0,,6080.0,0.000240272,0.1,0.9447466 +3.06,2.2880309,-0.014793673,1587.3016,400000.0,252.0,25000.0,,6240.0,0.000240016,0.1,0.907063 +3.06,2.3068593,-0.013558401,1589.1473,410000.0,258.0,25625.0,,6400.0,0.00023976,0.1,0.92690164 +3.06,2.3247912,-0.012217047,1596.9581,420000.0,263.0,26250.0,,6560.0,0.000239504,0.1,0.8776132 +3.27,2.3467727,-0.011923391,1604.4777,430000.0,268.0,26875.0,,6688.0,0.0002392992,0.1,0.86815405 +3.92,2.3825278,-0.0064031202,1605.8394,440000.0,274.0,27500.0,,6848.0,0.0002390432,0.1,0.8398644 +4.56,2.430916,-0.011861371,1612.9032,450000.0,279.0,28125.0,,7008.0,0.0002387872,0.1,0.82681525 +5.12,2.4893744,-0.0041718404,1614.035,460000.0,285.0,28750.0,,7168.0,0.0002385312,0.1,0.88178873 +5.24,2.5478983,-0.010277188,1615.1202,470000.0,291.0,29375.0,,7328.0,0.0002382752,0.1,0.9198781 +5.3,2.605234,-0.010750349,1610.7383,480000.0,298.0,30000.0,,7488.0,0.0002380192,0.1,0.8960499 +5.36,2.6614535,-0.010746057,1611.8422,490000.0,304.0,30625.0,,7648.0,0.0002377632,0.1,0.8503491 +5.38,2.7158246,-0.009599588,1618.1229,500000.0,309.0,31250.0,,7808.0,0.0002375072,0.1,0.8126167 +5.47,2.769828,-0.011783618,1619.0476,510000.0,315.0,31875.0,,7968.0,0.0002372512,0.1,0.8260581 +5.59,2.824062,-0.010860655,1625.0,520000.0,320.0,32500.0,,8096.0,0.0002370464,0.1,0.8641938 +6.07,2.8853064,-0.00953083,1625.7668,530000.0,326.0,33125.0,,8256.0,0.0002367904,0.1,0.8577982 +6.45,2.951319,-0.0073414287,1631.4199,540000.0,331.0,33750.0,,8416.0,0.0002365344,0.1,0.80731547 +6.52,3.0162044,-0.0073179547,1632.0475,550000.0,337.0,34375.0,,8576.0,0.0002362784,0.1,0.80016863 +6.79,3.0835934,-0.008466471,1632.6531,560000.0,343.0,35000.0,,8736.0,0.0002360224,0.1,0.82225424 +7.18,3.1554601,-0.008365777,1637.931,570000.0,348.0,35625.0,,8896.0,0.0002357664,0.1,0.8049866 +7.38,3.228297,-0.009525223,1638.4181,580000.0,354.0,36250.0,,9056.0,0.0002355104,0.1,0.80559754 +7.37,3.2984953,-0.010409815,1638.8889,590000.0,360.0,36875.0,,9216.0,0.0002352544,0.1,0.8416642 +7.73,3.3723536,-0.009995962,1643.8356,600000.0,365.0,37500.0,,9344.0,0.0002350496,0.1,0.8150841 +7.58,3.4413314,-0.011503052,1648.6487,610000.0,370.0,38125.0,,9504.0,0.0002347936,0.1,0.8138023 +7.92,3.513568,-0.010972657,1648.9362,620000.0,376.0,38750.0,,9664.0,0.0002345376,0.1,0.7936797 +8.42,3.5914478,-0.009902237,1653.5433,630000.0,381.0,39375.0,,9824.0,0.0002342816,0.1,0.7988822 +8.47,3.6676755,-0.007422586,1653.7468,640000.0,387.0,40000.0,,9984.0,0.0002340256,0.1,0.8276745 +8.88,3.7478652,-0.010273507,1653.944,650000.0,393.0,40625.0,,10144.0,0.0002337696,0.1,0.8237415 +8.74,3.8235037,-0.0102735,1654.1354,660000.0,399.0,41250.0,,10304.0,0.0002335136,0.1,0.79265153 +8.88,3.8989737,-0.009511846,1658.4159,670000.0,404.0,41875.0,,10464.0,0.0002332576,0.1,0.8723544 +8.93,3.9729593,-0.012516656,1658.5366,680000.0,410.0,42500.0,,10624.0,0.0002330016,0.1,0.8840126 +9.55,4.053786,-0.011509056,1662.6506,690000.0,415.0,43125.0,,10752.0,0.0002327968,0.1,0.85312814 +9.52,4.131874,-0.01156803,1662.7079,700000.0,421.0,43750.0,,10912.0,0.0002325408,0.1,0.8216897 +9.88,4.212834,-0.010377264,1662.7634,710000.0,427.0,44375.0,,11072.0,0.0002322848,0.1,0.7992585 +10.29,4.2972393,-0.0132181635,1662.8175,720000.0,433.0,45000.0,,11232.0,0.0002320288,0.1,0.8558828 +10.72,4.3852224,-0.009031275,1666.6666,730000.0,438.0,45625.0,,11392.0,0.0002317728,0.1,0.763474 +10.32,4.465422,-0.010981481,1666.6666,740000.0,444.0,46250.0,,11552.0,0.0002315168,0.1,0.757494 +10.61,4.54735,-0.009772761,1662.9712,750000.0,451.0,46875.0,,11712.0,0.0002312608,0.1,0.77133894 +10.42,4.624622,-0.010635279,1666.6666,760000.0,456.0,47500.0,,11872.0,0.0002310048,0.1,0.7965679 +10.08,4.695471,-0.012763,1666.6666,770000.0,462.0,48125.0,,12000.0,0.0002308,0.1,0.7560551 +10.05,4.764118,-0.010212317,1666.6666,780000.0,468.0,48750.0,,12160.0,0.000230544,0.1,0.8747146 +10.0,4.830395,-0.01137175,1666.6666,790000.0,474.0,49375.0,,12320.0,0.000230288,0.1,0.7497061 +10.4,4.9000154,-0.008235416,1663.2017,800000.0,481.0,50000.0,,12480.0,0.000230032,0.1,0.7967773 +10.59,4.970262,-0.00941915,1663.2444,810000.0,487.0,50625.0,,12640.0,0.000229776,0.1,0.8129769 +10.85,5.041966,-0.012222183,1666.6666,820000.0,492.0,51250.0,,12800.0,0.00022952,0.1,0.7981076 +11.11,5.1150746,-0.0118365865,1663.3267,830000.0,499.0,51875.0,,12960.0,0.000229264,0.1,0.7537234 +11.89,5.195729,-0.010416081,1663.3663,840000.0,505.0,52500.0,,13120.0,0.000229008,0.1,0.7230669 +11.69,5.272132,-0.008025055,1663.405,850000.0,511.0,53125.0,,13280.0,0.000228752,0.1,0.82783914 +11.86,5.348735,-0.011078667,1663.443,860000.0,517.0,53750.0,,13408.0,0.0002285472,0.1,0.75854266 +12.53,5.431278,-0.013089624,1666.6666,870000.0,522.0,54375.0,,13568.0,0.0002282912,0.1,0.75356483 +12.66,5.5134234,-0.012489827,1663.5161,880000.0,529.0,55000.0,,13728.0,0.0002280352,0.1,0.76047015 +12.67,5.5938344,-0.008890055,1663.5514,890000.0,535.0,55625.0,,13888.0,0.0002277792,0.1,0.7460321 +12.92,5.675236,-0.011974321,1666.6666,900000.0,540.0,56250.0,,14048.0,0.0002275232,0.1,0.6948569 +13.41,5.760234,-0.009483518,1666.6666,910000.0,546.0,56875.0,,14208.0,0.0002272672,0.1,0.76036036 +12.98,5.8387094,-0.010367808,1669.6915,920000.0,551.0,57500.0,,14368.0,0.0002270112,0.1,0.7090063 +12.71,5.9125943,-0.0117843365,1669.6589,930000.0,557.0,58125.0,,14528.0,0.0002267552,0.1,0.73072994 +13.17,5.9898005,-0.009910632,1672.5979,940000.0,562.0,58750.0,,14656.0,0.0002265504,0.1,0.76276386 +13.43,6.0681186,-0.008642446,1672.5352,950000.0,568.0,59375.0,,14816.0,0.0002262944,0.1,0.77166367 +13.28,6.143242,-0.010995247,1672.4739,960000.0,574.0,60000.0,,14976.0,0.0002260384,0.1,0.78154516 +13.62,6.2203217,-0.009452426,1675.3022,970000.0,579.0,60625.0,,15136.0,0.0002257824,0.1,0.7960949 +13.97,6.2994,-0.010326428,1675.2136,980000.0,585.0,61250.0,,15296.0,0.0002255264,0.1,0.7378633 +14.2,6.379204,-0.006303861,1677.9661,990000.0,590.0,61875.0,,15456.0,0.0002252704,0.1,0.74698496 +14.18,6.457212,-0.0045955842,1677.8523,1000000.0,596.0,62500.0,,15616.0,0.0002250144,0.1,0.76562375 +14.23,6.5809407,-0.009447189,1680.5325,1010000.0,601.0,63125.0,,15776.0,0.0002247584,0.1,0.7562481 +14.18,6.7023997,-0.010174717,1680.3954,1020000.0,607.0,63750.0,,15936.0,0.0002245024,0.1,0.7495657 +14.67,6.8285995,-0.008493585,1683.0066,1030000.0,612.0,64375.0,,16064.0,0.0002242976,0.1,0.7562165 +15.12,6.961699,-0.013876828,1682.8479,1040000.0,618.0,65000.0,,16224.0,0.0002240416,0.1,0.75559604 +15.95,7.1026998,-0.005551899,1682.6923,1050000.0,624.0,65625.0,,16384.0,0.0002237856,0.1,0.7651393 +15.6,7.2379,-0.008851526,1682.5397,1060000.0,630.0,66250.0,,16544.0,0.0002235296,0.1,0.716881 +15.98,7.3771996,-0.009882855,1682.3899,1070000.0,636.0,66875.0,,16704.0,0.0002232736,0.1,0.65827084 +16.92,7.527699,-0.008742016,1684.8674,1080000.0,641.0,67500.0,,16864.0,0.0002230176,0.1,0.66132545 +17.5,7.683,-0.001472021,1684.6986,1090000.0,647.0,68125.0,,17024.0,0.0002227616,0.1,0.7078306 +17.69,7.8396997,-0.0057145003,1684.533,1100000.0,653.0,68750.0,,17184.0,0.0002225056,0.1,0.7227812 +17.68,7.9964004,-0.011067904,1686.93,1110000.0,658.0,69375.0,,17312.0,0.0002223008,0.1,0.7234195 +17.53,8.151501,-0.009943878,1686.747,1120000.0,664.0,70000.0,,17472.0,0.0002220448,0.1,0.6532384 +17.99,8.3085,-0.00958873,1686.5671,1130000.0,670.0,70625.0,,17632.0,0.0002217888,0.1,0.6843258 +17.21,8.4572,-0.00763901,1686.3905,1140000.0,676.0,71250.0,,17792.0,0.0002215328,0.1,0.65894675 +16.58,8.6008005,-0.005455361,1688.6931,1150000.0,681.0,71875.0,,17952.0,0.0002212768,0.1,0.66013116 +15.94,8.7384,-0.008024297,1688.5007,1160000.0,687.0,72500.0,,18112.0,0.0002210208,0.1,0.62713575 +15.79,8.874801,-0.008406659,1688.3116,1170000.0,693.0,73125.0,,18272.0,0.0002207648,0.1,0.7089247 +15.73,9.009899,-0.0072996477,1690.5444,1180000.0,698.0,73750.0,,18432.0,0.0002205088,0.1,0.6250989 +16.68,9.153999,-0.00818838,1690.341,1190000.0,704.0,74375.0,,18592.0,0.0002202528,0.1,0.6916686 +16.29,9.295599,-0.008794681,1692.5247,1200000.0,709.0,75000.0,,18720.0,0.000220048,0.1,0.6882835 +16.9,9.4427,-0.0076452605,1692.3077,1210000.0,715.0,75625.0,,18880.0,0.000219792,0.1,0.69583124 +17.35,9.592899,-0.010241676,1692.0944,1220000.0,721.0,76250.0,,19040.0,0.000219536,0.1,0.655841 +18.15,9.7513,-0.006570663,1691.8844,1230000.0,727.0,76875.0,,19200.0,0.00021928,0.1,0.6852987 +18.77,9.9153,-0.00830028,1691.678,1240000.0,733.0,77500.0,,19360.0,0.000219024,0.1,0.6658485 +19.36,10.084801,-0.007886916,1693.767,1250000.0,738.0,78125.0,,19520.0,0.000218768,0.1,0.7108831 +19.32,10.2546,-0.009976674,1693.5483,1260000.0,744.0,78750.0,,19680.0,0.000218512,0.1,0.6255522 +19.79,10.4286995,-0.009629859,1693.3334,1270000.0,750.0,79375.0,,19840.0,0.000218256,0.1,0.6869577 +19.5,10.5989,-0.006619081,1695.3643,1280000.0,755.0,80000.0,,20000.0,0.000218,0.1,0.65454894 +19.4,10.7671995,-0.009131135,1697.3684,1290000.0,760.0,80625.0,,20128.0,0.0002177952,0.1,0.6606051 +18.84,10.9305,-0.009807317,1697.1279,1300000.0,766.0,81250.0,,20288.0,0.0002175392,0.1,0.57748604 +18.8,11.0945,-0.0064836023,1696.8912,1310000.0,772.0,81875.0,,20448.0,0.0002172832,0.1,0.6332736 +18.19,11.253901,-0.011437121,1696.6581,1320000.0,778.0,82500.0,,20608.0,0.0002170272,0.1,0.6676967 +17.69,11.409598,-0.007286374,1696.4286,1330000.0,784.0,83125.0,,20768.0,0.0002167712,0.1,0.6326028 +18.0,11.567901,-0.011275622,1696.2025,1340000.0,790.0,83750.0,,20928.0,0.0002165152,0.1,0.6560427 +18.26,11.725598,-0.010513674,1693.8519,1350000.0,797.0,84375.0,,21088.0,0.0002162592,0.1,0.6716731 +18.58,11.883899,-0.0089471,1695.7606,1360000.0,802.0,85000.0,,21248.0,0.0002160032,0.1,0.6868212 +19.03,12.045799,-0.009137174,1695.5446,1370000.0,808.0,85625.0,,21376.0,0.0002157984,0.1,0.6267328 +18.8,12.2036,-0.008828101,1695.3317,1380000.0,814.0,86250.0,,21536.0,0.0002155424,0.1,0.68335724 +19.32,12.365701,-0.010652408,1697.1917,1390000.0,819.0,86875.0,,21696.0,0.0002152864,0.1,0.6639842 +19.36,12.5287,-0.0044346014,1696.9697,1400000.0,825.0,87500.0,,21856.0,0.0002150304,0.1,0.6239524 +20.06,12.698701,-0.009147046,1696.7509,1410000.0,831.0,88125.0,,22016.0,0.0002147744,0.1,0.64350426 +19.83,12.866399,-0.006634922,1698.5646,1420000.0,836.0,88750.0,,22176.0,0.0002145184,0.1,0.6345211 +20.09,13.034599,-0.008257351,1698.3373,1430000.0,842.0,89375.0,,22336.0,0.0002142624,0.1,0.53959423 +20.76,13.203,-0.0073402114,1700.118,1440000.0,847.0,90000.0,,22496.0,0.0002140064,0.1,0.55728805 +21.04,13.367801,-0.006951806,1699.8828,1450000.0,853.0,90625.0,,22656.0,0.0002137504,0.1,0.62060153 +21.43,13.530901,-0.009298328,1701.6317,1460000.0,858.0,91250.0,,22784.0,0.0002135456,0.1,0.65608346 +21.94,13.697901,-0.00856176,1701.3889,1470000.0,864.0,91875.0,,22944.0,0.0002132896,0.1,0.6121592 +22.04,13.865301,-0.009916676,1699.1963,1480000.0,871.0,92500.0,,23104.0,0.0002130336,0.1,0.6304034 +21.92,14.030901,-0.0052969353,1700.9132,1490000.0,876.0,93125.0,,23264.0,0.0002127776,0.1,0.6457864 +22.2,14.1991005,-0.008651229,1700.6803,1500000.0,882.0,93750.0,,23424.0,0.0002125216,0.1,0.71033835 +22.03,14.364701,-0.008971126,1700.4504,1510000.0,888.0,94375.0,,23584.0,0.0002122656,0.1,0.64298505 +21.37,14.5225,-0.0055037537,1702.1277,1520000.0,893.0,95000.0,,23744.0,0.0002120096,0.1,0.6736239 +21.03,14.672101,-0.0102394065,1701.891,1530000.0,899.0,95625.0,,23904.0,0.0002117536,0.1,0.6594732 +21.36,14.821201,-0.009750042,1703.5398,1540000.0,904.0,96250.0,,24032.0,0.0002115488,0.1,0.60913193 +21.18,14.967801,-0.009904878,1705.1705,1550000.0,909.0,96875.0,,24192.0,0.0002112928,0.1,0.5942429 +21.88,15.1187,-0.0073509635,1708.6528,1560000.0,913.0,97500.0,,24352.0,0.0002110368,0.1,0.649297 +22.61,15.273001,-0.007796863,1710.2396,1570000.0,918.0,98125.0,,24512.0,0.0002107808,0.1,0.6766021 +22.1,15.4202,-0.0073631895,1711.8093,1580000.0,923.0,98750.0,,24672.0,0.0002105248,0.1,0.64009833 +23.04,15.5769005,-0.009622548,1715.2103,1590000.0,927.0,99375.0,,24832.0,0.0002102688,0.1,0.61599326 +23.73,15.736899,-0.007300191,1716.7382,1600000.0,932.0,100000.0,,24992.0,0.0002100128,0.1,0.6333389 +24.1,15.9021,-0.0046945275,1718.2498,1610000.0,937.0,100625.0,,25152.0,0.0002097568,0.1,0.65957034 +24.47,16.067598,-0.0058570844,1719.7452,1620000.0,942.0,101250.0,,25312.0,0.0002095008,0.1,0.58615047 +25.2,16.2354,-0.0068039163,1723.0444,1630000.0,946.0,101875.0,,25440.0,0.000209296,0.1,0.61159754 +25.17,16.4024,-0.0072111436,1724.5005,1640000.0,951.0,102500.0,,25600.0,0.00020904,0.1,0.60152894 +24.98,16.5634,-0.0070603467,1725.9414,1650000.0,956.0,103125.0,,25760.0,0.000208784,0.1,0.6721357 +25.35,16.7295,-0.011113784,1727.3673,1660000.0,961.0,103750.0,,25920.0,0.000208528,0.1,0.62883866 +25.86,16.8993,-0.009369058,1728.7784,1670000.0,966.0,104375.0,,26080.0,0.000208272,0.1,0.621327 +25.71,17.067099,-0.0077438294,1728.395,1680000.0,972.0,105000.0,,26240.0,0.000208016,0.1,0.6543873 +25.95,17.231098,-0.0054810075,1731.5574,1690000.0,976.0,105625.0,,26400.0,0.00020776,0.1,0.6860386 +26.58,17.4017,-0.0048022727,1731.1609,1700000.0,982.0,106250.0,,26560.0,0.000207504,0.1,0.663267 +26.56,17.5685,-0.0048887003,1734.2799,1710000.0,986.0,106875.0,,26688.0,0.0002072992,0.1,0.62438357 +26.66,17.7322,-0.0068098637,1735.6206,1720000.0,991.0,107500.0,,26848.0,0.0002070432,0.1,0.66377527 +27.07,17.895699,-0.0068564364,1736.9478,1730000.0,996.0,108125.0,,27008.0,0.0002067872,0.1,0.61754 +27.41,18.0666,-0.009314969,1738.2617,1740000.0,1001.0,108750.0,,27168.0,0.0002065312,0.1,0.56842744 +27.84,18.2389,-0.0077441083,1739.5626,1750000.0,1006.0,109375.0,,27328.0,0.0002062752,0.1,0.6250312 +27.24,18.407099,-0.0053303996,1742.5742,1760000.0,1010.0,110000.0,,27488.0,0.0002060192,0.1,0.62857515 +27.77,18.584002,-0.005673574,1743.8424,1770000.0,1015.0,110625.0,,27648.0,0.0002057632,0.1,0.5917398 +27.74,18.7609,-0.0071564196,1745.098,1780000.0,1020.0,111250.0,,27808.0,0.0002055072,0.1,0.6025455 +27.67,18.937601,-0.01067643,1746.3414,1790000.0,1025.0,111875.0,,27968.0,0.0002052512,0.1,0.57907844 +27.87,19.1123,-0.0062337653,1749.2711,1800000.0,1029.0,112500.0,,28096.0,0.0002050464,0.1,0.61869705 +28.98,19.296202,-0.0026675235,1750.4835,1810000.0,1034.0,113125.0,,28256.0,0.0002047904,0.1,0.66197133 +29.35,19.4812,-0.004945617,1753.3718,1820000.0,1038.0,113750.0,,28416.0,0.0002045344,0.1,0.60318136 +29.42,19.6643,-0.0060537094,1754.5542,1830000.0,1043.0,114375.0,,28576.0,0.0002042784,0.1,0.6230589 +29.96,19.845,-0.004701215,1755.7252,1840000.0,1048.0,115000.0,,28736.0,0.0002040224,0.1,0.60321224 +30.74,20.0355,-0.0065787183,1756.8851,1850000.0,1053.0,115625.0,,28896.0,0.0002037664,0.1,0.59791815 +31.48,20.2317,-0.0048175524,1759.6973,1860000.0,1057.0,116250.0,,29056.0,0.0002035104,0.1,0.5925847 +31.17,20.418098,-0.007851146,1760.8286,1870000.0,1062.0,116875.0,,29216.0,0.0002032544,0.1,0.57401896 +32.08,20.612299,-0.008595575,1763.6023,1880000.0,1066.0,117500.0,,29344.0,0.0002030496,0.1,0.6474558 +32.07,20.806301,-0.004573905,1764.7059,1890000.0,1071.0,118125.0,,29504.0,0.0002027936,0.1,0.5850394 +31.44,20.9915,-0.005572826,1765.7993,1900000.0,1076.0,118750.0,,29664.0,0.0002025376,0.1,0.5547544 +31.49,21.1723,-0.0031275968,1766.8826,1910000.0,1081.0,119375.0,,29824.0,0.0002022816,0.1,0.6138855 +31.43,21.3568,-0.008939075,1767.9558,1920000.0,1086.0,120000.0,,29984.0,0.0002020256,0.1,0.61248255 +31.91,21.5488,-0.009108731,1769.0193,1930000.0,1091.0,120625.0,,30144.0,0.0002017696,0.1,0.62169445 +31.93,21.736399,-0.006655126,1771.6895,1940000.0,1095.0,121250.0,,30304.0,0.0002015136,0.1,0.59057003 +32.12,21.923298,-0.0037093246,1772.7273,1950000.0,1100.0,121875.0,,30464.0,0.0002012576,0.1,0.625938 +32.37,22.114199,-0.007291572,1773.7556,1960000.0,1105.0,122500.0,,30624.0,0.0002010016,0.1,0.5997828 +31.64,22.2944,-0.008212797,1776.3751,1970000.0,1109.0,123125.0,,30752.0,0.0002007968,0.1,0.61596537 +31.85,22.4732,-0.0032220567,1777.3788,1980000.0,1114.0,123750.0,,30912.0,0.0002005408,0.1,0.6558242 +33.29,22.664099,-0.007984681,1778.3735,1990000.0,1119.0,124375.0,,31072.0,0.0002002848,0.1,0.6216042 +33.99,22.8622,-0.0061552385,1779.3594,2000000.0,1124.0,125000.0,,31232.0,0.0002000288,0.1,0.60842764 +34.74,23.067299,-0.0070056203,1780.3365,2010000.0,1129.0,125625.0,,31392.0,0.0001997728,0.1,0.59594053 +34.37,23.2692,-0.006103645,1781.305,2020000.0,1134.0,126250.0,,31552.0,0.0001995168,0.1,0.6266941 +34.3,23.4655,-0.008445444,1782.2651,2030000.0,1139.0,126875.0,,31712.0,0.0001992608,0.1,0.62414354 +33.69,23.651201,-0.008770306,1783.2168,2040000.0,1144.0,127500.0,,31872.0,0.0001990048,0.1,0.6157095 +34.19,23.8336,-0.00686376,1784.1602,2050000.0,1149.0,128125.0,,32000.0,0.0001988,0.1,0.6329452 +35.03,24.0279,-0.004505227,1786.6436,2060000.0,1153.0,128750.0,,32160.0,0.000198544,0.1,0.6055614 +34.97,24.217798,0.0010554863,1787.5648,2070000.0,1158.0,129375.0,,32320.0,0.000198288,0.1,0.6391031 +34.7,24.395597,-0.008677505,1788.478,2080000.0,1163.0,130000.0,,32480.0,0.000198032,0.1,0.61991215 +33.61,24.5567,-0.006245041,1789.3835,2090000.0,1168.0,130625.0,,32640.0,0.000197776,0.1,0.59206843 +33.93,24.719099,-0.009447115,1790.2814,2100000.0,1173.0,131250.0,,32800.0,0.00019752,0.1,0.6011143 +33.79,24.8802,-0.0069543924,1791.1715,2110000.0,1178.0,131875.0,,32960.0,0.000197264,0.1,0.67922163 +34.16,25.046501,-0.004764932,1792.0541,2120000.0,1183.0,132500.0,,33120.0,0.000197008,0.1,0.60777557 +34.84,25.215,-0.0077150487,1792.9293,2130000.0,1188.0,133125.0,,33280.0,0.000196752,0.1,0.59508914 +35.3,25.3959,-0.007904082,1795.302,2140000.0,1192.0,133750.0,,33408.0,0.0001965472,0.1,0.6214075 +35.68,25.586899,-0.00834238,1794.6577,2150000.0,1198.0,134375.0,,33568.0,0.0001962912,0.1,0.6298804 +35.62,25.7837,-0.008232674,1795.5112,2160000.0,1203.0,135000.0,,33728.0,0.0001960352,0.1,0.56668365 +36.04,25.9862,-0.0053379843,1797.846,2170000.0,1207.0,135625.0,,33888.0,0.0001957792,0.1,0.62987554 +36.68,26.195698,-0.005873845,1798.6798,2180000.0,1212.0,136250.0,,34048.0,0.0001955232,0.1,0.6114825 +38.13,26.410198,-0.0061619333,1800.9868,2190000.0,1216.0,136875.0,,34208.0,0.0001952672,0.1,0.57294524 +37.99,26.627197,-0.005454772,1801.8018,2200000.0,1221.0,137500.0,,34368.0,0.0001950112,0.1,0.57630193 +38.54,26.8436,-0.009085065,1802.6101,2210000.0,1226.0,138125.0,,34528.0,0.0001947552,0.1,0.58251 +38.54,27.055498,-0.004324597,1804.878,2220000.0,1230.0,138750.0,,34656.0,0.0001945504,0.1,0.5893606 +39.31,27.267101,-0.0016204207,1805.668,2230000.0,1235.0,139375.0,,34816.0,0.0001942944,0.1,0.5906559 +39.25,27.471899,-0.0006662287,1804.996,2240000.0,1241.0,140000.0,,34976.0,0.0001940384,0.1,0.5894015 +39.08,27.669102,-0.005442675,1805.7784,2250000.0,1246.0,140625.0,,35136.0,0.0001937824,0.1,0.5352311 +41.71,27.893,0.029101234,1805.1118,2260000.0,1252.0,141250.0,,35296.0,0.0001935264,0.1,0.601756 +41.83,28.113401,-0.0045550326,1807.3248,2270000.0,1256.0,141875.0,,35456.0,0.0001932704,0.1,0.51756895 +42.79,28.346302,-0.010764209,1808.0889,2280000.0,1261.0,142500.0,,35616.0,0.0001930144,0.1,0.5657293 +42.8,28.5803,-0.00568724,1808.8468,2290000.0,1266.0,143125.0,,35776.0,0.0001927584,0.1,0.61191714 +43.01,28.822002,-0.0019533073,1809.5988,2300000.0,1271.0,143750.0,,35936.0,0.0001925024,0.1,0.5861674 +43.96,29.0736,-0.0046619955,1811.7646,2310000.0,1275.0,144375.0,,36064.0,0.0001922976,0.1,0.58896637 +44.02,29.3319,-0.0057365666,1811.0851,2320000.0,1281.0,145000.0,,36224.0,0.0001920416,0.1,0.49472332 +43.85,29.5935,-0.004050928,1811.8196,2330000.0,1286.0,145625.0,,36384.0,0.0001917856,0.1,0.5586666 +44.61,29.859602,-0.0047854753,1813.9535,2340000.0,1290.0,146250.0,,36544.0,0.0001915296,0.1,0.6012566 +44.57,30.122705,-0.0022704103,1813.2716,2350000.0,1296.0,146875.0,,36704.0,0.0001912736,0.1,0.61302364 +44.75,30.384405,-0.0037598102,1813.9893,2360000.0,1301.0,147500.0,,36864.0,0.0001910176,0.1,0.6112752 +44.0,30.634102,-0.0018365807,1816.0919,2370000.0,1305.0,148125.0,,37024.0,0.0001907616,0.1,0.5732237 +43.38,30.8799,-0.008748761,1816.794,2380000.0,1310.0,148750.0,,37184.0,0.0001905056,0.1,0.5024603 +44.23,31.129,-0.005421254,1818.8737,2390000.0,1314.0,149375.0,,37312.0,0.0001903008,0.1,0.5897959 +45.09,31.386301,-0.006964824,1819.5603,2400000.0,1319.0,150000.0,,37472.0,0.0001900448,0.1,0.5431894 +45.36,31.639301,-0.00090731884,1820.2417,2410000.0,1324.0,150625.0,,37632.0,0.0001897888,0.1,0.5318233 +46.1,31.902002,-0.006502109,1820.918,2420000.0,1329.0,151250.0,,37792.0,0.0001895328,0.1,0.5332586 +45.4,32.1551,-0.0019712888,1820.2247,2430000.0,1335.0,151875.0,,37952.0,0.0001892768,0.1,0.56164813 +47.14,32.4189,-0.0062190588,1820.8955,2440000.0,1340.0,152500.0,,38112.0,0.0001890208,0.1,0.5254548 +47.06,32.6791,-0.002701351,1821.5613,2450000.0,1345.0,153125.0,,38272.0,0.0001887648,0.1,0.5968957 +48.49,32.949696,4.03311e-05,1822.2222,2460000.0,1350.0,153750.0,,38432.0,0.0001885088,0.1,0.6378717 +48.2,33.2123,-0.0016984771,1822.8782,2470000.0,1355.0,154375.0,,38592.0,0.0001882528,0.1,0.56868804 +47.33,33.4652,-0.0061951387,1823.5294,2480000.0,1360.0,155000.0,,38720.0,0.000188048,0.1,0.57263005 +46.78,33.713802,-0.0060792565,1824.1758,2490000.0,1365.0,155625.0,,38880.0,0.000187792,0.1,0.6368568 +46.06,33.952404,-0.0096367365,1824.8175,2500000.0,1370.0,156250.0,,39040.0,0.000187536,0.1,0.6002915 +46.67,34.198803,-0.0069131013,1825.4546,2510000.0,1375.0,156875.0,,39200.0,0.00018728,0.1,0.61283255 +47.03,34.4554,-0.006590546,1827.4111,2520000.0,1379.0,157500.0,,39360.0,0.000187024,0.1,0.626472 +48.08,34.725903,-0.0022014887,1828.0347,2530000.0,1384.0,158125.0,,39520.0,0.000186768,0.1,0.58591336 +48.12,34.9935,-0.0019605982,1828.6537,2540000.0,1389.0,158750.0,,39680.0,0.000186512,0.1,0.5779549 +47.08,35.252502,-0.0026042594,1829.2683,2550000.0,1394.0,159375.0,,39840.0,0.000186256,0.1,0.5391513 +47.49,35.508602,-0.0056474814,1829.8785,2560000.0,1399.0,160000.0,,40000.0,0.000186,0.1,0.54059297 +46.33,35.745804,-0.004040259,1831.7891,2570000.0,1403.0,160625.0,,40128.0,0.0001857952,0.1,0.5663188 +47.36,35.9984,-0.0074548703,1832.3864,2580000.0,1408.0,161250.0,,40288.0,0.0001855392,0.1,0.5580491 +48.64,36.254402,-0.0076112007,1832.9795,2590000.0,1413.0,161875.0,,40448.0,0.0001852832,0.1,0.51350194 +50.28,36.5199,-0.006643442,1832.2762,2600000.0,1419.0,162500.0,,40608.0,0.0001850272,0.1,0.50600404 +50.15,36.780403,-0.010067942,1832.8651,2610000.0,1424.0,163125.0,,40768.0,0.0001847712,0.1,0.5266348 +51.6,37.0517,-0.0059148977,1832.1678,2620000.0,1430.0,163750.0,,40928.0,0.0001845152,0.1,0.5260368 +51.18,37.3115,-0.0065027243,1832.7526,2630000.0,1435.0,164375.0,,41088.0,0.0001842592,0.1,0.57523954 +51.63,37.5761,-0.005153344,1833.3334,2640000.0,1440.0,165000.0,,41248.0,0.0001840032,0.1,0.5402735 +50.86,37.834904,-0.0044797594,1835.18,2650000.0,1444.0,165625.0,,41376.0,0.0001837984,0.1,0.5912074 +51.59,38.0973,-0.0017850928,1835.7488,2660000.0,1449.0,166250.0,,41536.0,0.0001835424,0.1,0.50205886 +52.1,38.359703,-0.004684886,1836.3136,2670000.0,1454.0,166875.0,,41696.0,0.0001832864,0.1,0.56231624 +53.17,38.6343,-0.006555705,1836.8745,2680000.0,1459.0,167500.0,,41856.0,0.0001830304,0.1,0.5643739 +54.08,38.915604,-0.0025345655,1837.4316,2690000.0,1464.0,168125.0,,42016.0,0.0001827744,0.1,0.59940577 +54.65,39.1963,-0.00028014212,1839.237,2700000.0,1468.0,168750.0,,42176.0,0.0001825184,0.1,0.57572305 +53.74,39.468098,-0.005907841,1839.7827,2710000.0,1473.0,169375.0,,42336.0,0.0001822624,0.1,0.5884612 +53.89,39.7404,-0.0034216265,1840.3247,2720000.0,1478.0,170000.0,,42496.0,0.0001820064,0.1,0.585346 +53.97,40.009396,-0.0060499324,1840.8632,2730000.0,1483.0,170625.0,,42656.0,0.0001817504,0.1,0.58506197 +53.32,40.268497,-0.004823283,1842.6362,2740000.0,1487.0,171250.0,,42784.0,0.0001815456,0.1,0.57966584 +54.98,40.5399,0.025371326,1843.1636,2750000.0,1492.0,171875.0,,42944.0,0.0001812896,0.1,0.6149646 +54.97,40.8172,-0.0075774654,1843.6874,2760000.0,1497.0,172500.0,,43104.0,0.0001810336,0.1,0.5681709 +55.64,41.095898,-0.005558363,1845.4364,2770000.0,1501.0,173125.0,,43264.0,0.0001807776,0.1,0.5800675 +54.88,41.367294,-0.00050371944,1845.9496,2780000.0,1506.0,173750.0,,43424.0,0.0001805216,0.1,0.62310076 +55.44,41.644997,-0.0037633781,1846.4594,2790000.0,1511.0,174375.0,,43584.0,0.0001802656,0.1,0.5877869 +53.84,41.904697,0.002522496,1848.1848,2800000.0,1515.0,175000.0,,43744.0,0.0001800096,0.1,0.6638843 +52.62,42.141098,-0.0026931076,1848.6842,2810000.0,1520.0,175625.0,,43904.0,0.0001797536,0.1,0.59751713 +52.28,42.370396,-0.0054799956,1850.3937,2820000.0,1524.0,176250.0,,44032.0,0.0001795488,0.1,0.6133189 +52.66,42.602802,-0.005999886,1849.6732,2830000.0,1530.0,176875.0,,44192.0,0.0001792928,0.1,0.6685236 +52.34,42.826595,-0.0018289778,1850.1628,2840000.0,1535.0,177500.0,,44352.0,0.0001790368,0.1,0.5750407 +52.38,43.043,-0.005749362,1850.6493,2850000.0,1540.0,178125.0,,44512.0,0.0001787808,0.1,0.6463958 +53.35,43.261703,-0.0011910903,1851.1327,2860000.0,1545.0,178750.0,,44672.0,0.0001785248,0.1,0.5950788 +51.11,43.461098,-0.0065097027,1852.8082,2870000.0,1549.0,179375.0,,44832.0,0.0001782688,0.1,0.6427535 +50.47,43.645,-0.007031954,1852.0901,2880000.0,1555.0,180000.0,,44992.0,0.0001780128,0.1,0.60940355 +51.22,43.836502,-0.0044189435,1852.5641,2890000.0,1560.0,180625.0,,45152.0,0.0001777568,0.1,0.6007228 +52.59,44.048004,-0.0014050563,1854.22,2900000.0,1564.0,181250.0,,45312.0,0.0001775008,0.1,0.58393073 +53.59,44.269005,-0.001089815,1854.6846,2910000.0,1569.0,181875.0,,45440.0,0.000177296,0.1,0.58319795 +54.59,44.5006,-0.0058395797,1856.3254,2920000.0,1573.0,182500.0,,45600.0,0.00017704,0.1,0.5671631 +55.88,44.74029,-0.002689294,1856.7808,2930000.0,1578.0,183125.0,,45760.0,0.000176784,0.1,0.5618673 +56.62,44.987198,0.0022221466,1857.2332,2940000.0,1583.0,183750.0,,45920.0,0.000176528,0.1,0.578321 +55.54,45.221397,0.0003708619,1857.6826,2950000.0,1588.0,184375.0,,46080.0,0.000176272,0.1,0.60712886 +55.4,45.451706,-0.0017175074,1858.1293,2960000.0,1593.0,185000.0,,46240.0,0.000176016,0.1,0.5223668 +54.75,45.682796,-0.0018343194,1859.737,2970000.0,1597.0,185625.0,,46400.0,0.00017576,0.1,0.5894942 +54.66,45.910904,0.0006567702,1860.1748,2980000.0,1602.0,186250.0,,46560.0,0.000175504,0.1,0.5849502 +56.72,46.145206,-0.0048329425,1861.7683,2990000.0,1606.0,186875.0,,46688.0,0.0001752992,0.1,0.58215874 +56.57,46.371006,-0.0026048957,1862.1974,3000000.0,1611.0,187500.0,,46848.0,0.0001750432,0.1,0.53445673 +57.74,46.601006,-0.00497177,1861.4718,3010000.0,1617.0,188125.0,,47008.0,0.0001747872,0.1,0.56731266 +57.39,46.831207,-0.005222668,1863.0475,3020000.0,1621.0,188750.0,,47168.0,0.0001745312,0.1,0.57542694 +57.19,47.060104,-0.0079603335,1862.3232,3030000.0,1627.0,189375.0,,47328.0,0.0001742752,0.1,0.5982456 +57.18,47.295006,-0.0044450345,1862.7451,3040000.0,1632.0,190000.0,,47488.0,0.0001740192,0.1,0.564534 +57.55,47.5286,-0.0020365845,1864.3032,3050000.0,1636.0,190625.0,,47648.0,0.0001737632,0.1,0.5816184 +58.07,47.759,-0.00641716,1864.7167,3060000.0,1641.0,191250.0,,47808.0,0.0001735072,0.1,0.6090534 +59.02,47.999496,-0.0079193385,1865.1276,3070000.0,1646.0,191875.0,,47968.0,0.0001732512,0.1,0.57364726 +61.17,48.2642,-0.0032308227,1866.6666,3080000.0,1650.0,192500.0,,48096.0,0.0001730464,0.1,0.61350334 +61.99,48.547997,0.00017592224,1868.1984,3090000.0,1654.0,193125.0,,48256.0,0.0001727904,0.1,0.55758965 +63.74,48.846107,-0.0051411875,1868.5956,3100000.0,1659.0,193750.0,,48416.0,0.0001725344,0.1,0.5810735 +66.82,49.176403,-0.005408411,1868.9904,3110000.0,1664.0,194375.0,,48576.0,0.0001722784,0.1,0.5829685 +66.66,49.501408,-0.004213608,1869.3828,3120000.0,1669.0,195000.0,,48736.0,0.0001720224,0.1,0.56104535 +67.96,49.832603,-0.0025982019,1870.8906,3130000.0,1673.0,195625.0,,48896.0,0.0001717664,0.1,0.5691675 +68.15,50.1611,-0.007421787,1871.2753,3140000.0,1678.0,196250.0,,49056.0,0.0001715104,0.1,0.60047126 +67.23,50.4766,0.0022298452,1871.6577,3150000.0,1683.0,196875.0,,49216.0,0.0001712544,0.1,0.6285174 +68.25,50.802902,-0.00053867797,1873.1476,3160000.0,1687.0,197500.0,,49344.0,0.0001710496,0.1,0.58137023 +68.87,51.131203,-0.004826002,1873.5225,3170000.0,1692.0,198125.0,,49504.0,0.0001707936,0.1,0.51504827 +69.67,51.461098,0.0018572089,1873.8951,3180000.0,1697.0,198750.0,,49664.0,0.0001705376,0.1,0.5790099 +69.27,51.7725,0.0028193076,1874.2656,3190000.0,1702.0,199375.0,,49824.0,0.0001702816,0.1,0.5564568 +69.45,52.087105,-0.0025210395,1875.7327,3200000.0,1706.0,200000.0,,49984.0,0.0001700256,0.1,0.5657122 +69.73,52.399002,-0.006476849,1876.0958,3210000.0,1711.0,200625.0,,50144.0,0.0001697696,0.1,0.6328824 +71.8,52.7316,-0.00076551357,1876.4569,3220000.0,1716.0,201250.0,,50304.0,0.0001695136,0.1,0.6043613 +71.96,53.0581,-0.004850978,1876.8158,3230000.0,1721.0,201875.0,,50464.0,0.0001692576,0.1,0.5902014 +72.09,53.386494,-0.0029956165,1877.1726,3240000.0,1726.0,202500.0,,50624.0,0.0001690016,0.1,0.6402657 +72.86,53.724293,-0.0008190792,1878.6127,3250000.0,1730.0,203125.0,,50752.0,0.0001687968,0.1,0.6088754 +72.81,54.035294,0.002492542,1878.9625,3260000.0,1735.0,203750.0,,50912.0,0.0001685408,0.1,0.55948496 +72.57,54.342697,-0.010922696,1878.231,3270000.0,1741.0,204375.0,,51072.0,0.0001682848,0.1,0.5924064 +75.43,54.669098,0.015198272,1878.5796,3280000.0,1746.0,205000.0,,51232.0,0.0001680288,0.1,0.5498785 +75.12,54.9923,-0.0046189795,1878.9263,3290000.0,1751.0,205625.0,,51392.0,0.0001677728,0.1,0.59944475 +75.11,55.313297,-0.00041318606,1879.2711,3300000.0,1756.0,206250.0,,51552.0,0.0001675168,0.1,0.57080853 +77.19,55.6456,0.012552508,1879.6139,3310000.0,1761.0,206875.0,,51712.0,0.0001672608,0.1,0.5615253 +78.35,55.988903,-0.007118138,1879.9547,3320000.0,1766.0,207500.0,,51872.0,0.0001670048,0.1,0.5884619 +79.57,56.346092,0.0015821351,1881.356,3330000.0,1770.0,208125.0,,52000.0,0.0001668,0.1,0.57171154 +79.18,56.691795,-8.6932094e-05,1882.7509,3340000.0,1774.0,208750.0,,52160.0,0.000166544,0.1,0.5728414 +76.58,57.011898,-0.004012446,1883.0803,3350000.0,1779.0,209375.0,,52320.0,0.000166288,0.1,0.5346898 +73.67,57.301094,0.0024839297,1883.4081,3360000.0,1784.0,210000.0,,52480.0,0.000166032,0.1,0.6253238 +73.99,57.601,-0.008420699,1883.7339,3370000.0,1789.0,210625.0,,52640.0,0.000165776,0.1,0.59787935 +74.62,57.9134,-0.0023817925,1884.058,3380000.0,1794.0,211250.0,,52800.0,0.00016552,0.1,0.6485591 +73.91,58.210205,-0.0034182963,1885.4282,3390000.0,1798.0,211875.0,,52960.0,0.000165264,0.1,0.5881475 +74.73,58.506603,-0.001047544,1885.746,3400000.0,1803.0,212500.0,,53120.0,0.000165008,0.1,0.6457492 +76.34,58.816402,0.0029395344,1886.0619,3410000.0,1808.0,213125.0,,53280.0,0.000164752,0.1,0.65781987 +76.31,59.118496,-0.0046708756,1886.3762,3420000.0,1813.0,213750.0,,53408.0,0.0001645472,0.1,0.61080325 +77.42,59.4387,-0.005127869,1887.727,3430000.0,1817.0,214375.0,,53568.0,0.0001642912,0.1,0.6405176 +76.32,59.7305,-0.0002876065,1886.9995,3440000.0,1823.0,215000.0,,53728.0,0.0001640352,0.1,0.63474464 +73.62,59.996098,-0.0045840493,1887.3086,3450000.0,1828.0,215625.0,,53888.0,0.0001637792,0.1,0.65907025 +74.41,60.2553,-0.0076711252,1888.6462,3460000.0,1832.0,216250.0,,54048.0,0.0001635232,0.1,0.63625526 +76.65,60.5398,0.00061086,1888.9493,3470000.0,1837.0,216875.0,,54208.0,0.0001632672,0.1,0.616939 +77.05,60.836998,-0.00021511779,1889.2509,3480000.0,1842.0,217500.0,,54368.0,0.0001630112,0.1,0.6169476 +77.91,61.148296,0.0015651443,1890.5742,3490000.0,1846.0,218125.0,,54528.0,0.0001627552,0.1,0.66771436 +77.81,61.465797,-0.006062314,1891.8918,3500000.0,1850.0,218750.0,,54656.0,0.0001625504,0.1,0.6502837 +77.65,61.775597,-0.008237324,1892.1832,3510000.0,1855.0,219375.0,,54816.0,0.0001622944,0.1,0.6323162 +77.0,62.075302,-0.004919619,1892.4731,3520000.0,1860.0,220000.0,,54976.0,0.0001620384,0.1,0.54282653 +79.1,62.3855,0.01923867,1892.7614,3530000.0,1865.0,220625.0,,55136.0,0.0001617824,0.1,0.6182395 +77.51,62.679394,0.0025058934,1893.0481,3540000.0,1870.0,221250.0,,55296.0,0.0001615264,0.1,0.64369357 +81.29,63.0215,0.01687835,1894.3436,3550000.0,1874.0,221875.0,,55456.0,0.0001612704,0.1,0.6468705 +82.26,63.369194,0.00030450395,1894.6248,3560000.0,1879.0,222500.0,,55616.0,0.0001610144,0.1,0.63193184 +81.45,63.7204,0.0006015416,1894.9044,3570000.0,1884.0,223125.0,,55776.0,0.0001607584,0.1,0.62580717 +83.43,64.0811,0.0046655,1896.1864,3580000.0,1888.0,223750.0,,55936.0,0.0001605024,0.1,0.63387877 +83.2,64.426704,0.0026245483,1896.4607,3590000.0,1893.0,224375.0,,56064.0,0.0001602976,0.1,0.6851915 +83.2,64.755905,-0.0064943996,1896.7334,3600000.0,1898.0,225000.0,,56224.0,0.0001600416,0.1,0.64565945 +83.76,65.092,0.0019324196,1897.0048,3610000.0,1903.0,225625.0,,56384.0,0.0001597856,0.1,0.6805473 +84.37,65.4197,-0.0036634344,1897.2747,3620000.0,1908.0,226250.0,,56544.0,0.0001595296,0.1,0.6122503 +86.83,65.7762,0.011216729,1898.5355,3630000.0,1912.0,226875.0,,56704.0,0.0001592736,0.1,0.6465651 +90.8,66.1679,0.002846783,1898.8002,3640000.0,1917.0,227500.0,,56864.0,0.0001590176,0.1,0.68754715 +92.14,66.580696,0.0018398184,1899.0635,3650000.0,1922.0,228125.0,,57024.0,0.0001587616,0.1,0.6758511 +91.48,66.9796,-0.00043286954,1900.3115,3660000.0,1926.0,228750.0,,57184.0,0.0001585056,0.1,0.6185933 +90.14,67.36,0.0046194685,1901.5544,3670000.0,1930.0,229375.0,,57312.0,0.0001583008,0.1,0.65183306 +86.63,67.6946,-0.0062597645,1901.8088,3680000.0,1935.0,230000.0,,57472.0,0.0001580448,0.1,0.6420929 +83.29,67.9867,0.011071767,1902.0619,3690000.0,1940.0,230625.0,,57632.0,0.0001577888,0.1,0.7166371 +86.03,68.3005,-0.0006638596,1901.336,3700000.0,1946.0,231250.0,,57792.0,0.0001575328,0.1,0.64966583 +85.18,68.6149,-0.0038533267,1901.589,3710000.0,1951.0,231875.0,,57952.0,0.0001572768,0.1,0.6207427 +84.53,68.921295,-0.0029804064,1901.8405,3720000.0,1956.0,232500.0,,58112.0,0.0001570208,0.1,0.59627795 +86.68,69.2484,0.0061734766,1902.0908,3730000.0,1961.0,233125.0,,58272.0,0.0001567648,0.1,0.6390668 +87.52,69.5904,-0.0038615686,1902.3397,3740000.0,1966.0,233750.0,,58432.0,0.0001565088,0.1,0.6109184 +86.39,69.9045,0.0054185283,1903.5533,3750000.0,1970.0,234375.0,,58592.0,0.0001562528,0.1,0.64270306 +84.28,70.1976,-0.0055736685,1904.762,3760000.0,1974.0,235000.0,,58720.0,0.000156048,0.1,0.64589864 +79.31,70.4343,-0.00578108,1905.0026,3770000.0,1979.0,235625.0,,58880.0,0.000155792,0.1,0.6205891 +79.28,70.6783,0.00584556,1905.242,3780000.0,1984.0,236250.0,,59040.0,0.000155536,0.1,0.6357952 +81.36,70.93749,0.0015683263,1905.4801,3790000.0,1989.0,236875.0,,59200.0,0.00015528,0.1,0.6480423 +84.04,71.239494,0.00033891946,1906.6733,3800000.0,1993.0,237500.0,,59360.0,0.000155024,0.1,0.57122606 +84.33,71.5566,-0.0063237846,1906.9069,3810000.0,1998.0,238125.0,,59520.0,0.000154768,0.1,0.6175164 +86.07,71.8945,-0.005527096,1907.1393,3820000.0,2003.0,238750.0,,59680.0,0.000154512,0.1,0.58589643 +89.23,72.2602,0.0007225162,1907.3705,3830000.0,2008.0,239375.0,,59840.0,0.000154256,0.1,0.60180515 +88.96,72.626396,-0.006837624,1908.5487,3840000.0,2012.0,240000.0,,60000.0,0.000154,0.1,0.60827285 +87.71,72.979706,-0.00222238,1908.7754,3850000.0,2017.0,240625.0,,60128.0,0.0001537952,0.1,0.5561346 +92.59,73.37209,0.00078273384,1909.001,3860000.0,2022.0,241250.0,,60288.0,0.0001535392,0.1,0.60846823 +95.89,73.8199,0.008792797,1909.2255,3870000.0,2027.0,241875.0,,60448.0,0.0001532832,0.1,0.6277199 +96.51,74.2803,-0.00019276951,1909.4489,3880000.0,2032.0,242500.0,,60608.0,0.0001530272,0.1,0.60964733 +101.08,74.7789,0.022740101,1910.609,3890000.0,2036.0,243125.0,,60768.0,0.0001527712,0.1,0.58862084 +104.78,75.3008,0.005754201,1910.828,3900000.0,2041.0,243750.0,,60928.0,0.0001525152,0.1,0.63353294 +102.92,75.7941,0.0035095732,1911.0459,3910000.0,2046.0,244375.0,,61088.0,0.0001522592,0.1,0.64480543 +105.16,76.2998,0.0023975365,1912.1951,3920000.0,2050.0,245000.0,,61248.0,0.0001520032,0.1,0.65813965 +103.43,76.7753,-0.0014212161,1912.4088,3930000.0,2055.0,245625.0,,61376.0,0.0001517984,0.1,0.63370776 +102.87,77.2378,0.0005526694,1913.5503,3940000.0,2059.0,246250.0,,61536.0,0.0001515424,0.1,0.61524713 +102.57,77.7081,-0.006686488,1913.7596,3950000.0,2064.0,246875.0,,61696.0,0.0001512864,0.1,0.6008166 +100.8,78.1621,0.009570515,1914.8937,3960000.0,2068.0,247500.0,,61856.0,0.0001510304,0.1,0.6460502 +103.88,78.6534,0.0057244734,1915.0989,3970000.0,2073.0,248125.0,,62016.0,0.0001507744,0.1,0.6181616 +107.55,79.1823,0.0007645961,1915.3032,3980000.0,2078.0,248750.0,,62176.0,0.0001505184,0.1,0.66783524 +108.25,79.6976,-0.0009155587,1915.5065,3990000.0,2083.0,249375.0,,62336.0,0.0001502624,0.1,0.6359533 +103.62,80.1681,-0.0033531222,1915.7089,4000000.0,2088.0,250000.0,,62496.0,0.0001500064,0.1,0.6223351 +100.79,80.5986,-0.006406729,1916.826,4010000.0,2092.0,250625.0,,62656.0,0.0001497504,0.1,0.6630676 +98.57,81.0104,0.010261864,1917.0243,4020000.0,2097.0,251250.0,,62784.0,0.0001495456,0.1,0.6385648 +94.99,81.388405,0.0020411531,1918.1343,4030000.0,2101.0,251875.0,,62944.0,0.0001492896,0.1,0.5819075 +97.96,81.7962,-0.00061947067,1918.3286,4040000.0,2106.0,252500.0,,63104.0,0.0001490336,0.1,0.65261817 +100.23,82.223,0.026424225,1918.522,4050000.0,2111.0,253125.0,,63264.0,0.0001487776,0.1,0.6543571 +103.51,82.6774,0.00478519,1918.7146,4060000.0,2116.0,253750.0,,63424.0,0.0001485216,0.1,0.6476313 +105.56,83.14279,-0.007448409,1918.9061,4070000.0,2121.0,254375.0,,63584.0,0.0001482656,0.1,0.6173655 +106.19,83.592995,-0.00041336392,1920.0,4080000.0,2125.0,255000.0,,63744.0,0.0001480096,0.1,0.68187493 +107.88,84.0519,-0.0074625215,1920.1877,4090000.0,2130.0,255625.0,,63904.0,0.0001477536,0.1,0.6790466 +112.05,84.535,0.020377124,1921.2747,4100000.0,2134.0,256250.0,,64032.0,0.0001475488,0.1,0.64351285 +113.3,84.999794,0.0059054606,1921.4586,4110000.0,2139.0,256875.0,,64192.0,0.0001472928,0.1,0.67365927 +109.06,85.42379,0.004726266,1921.6418,4120000.0,2144.0,257500.0,,64352.0,0.0001470368,0.1,0.6211991 +107.16,85.81579,0.0049053486,1921.8241,4130000.0,2149.0,258125.0,,64512.0,0.0001467808,0.1,0.6141037 +114.13,86.2756,0.009681019,1922.8983,4140000.0,2153.0,258750.0,,64672.0,0.0001465248,0.1,0.6477005 +114.58,86.74909,0.012734309,1923.0769,4150000.0,2158.0,259375.0,,64832.0,0.0001462688,0.1,0.71172076 +115.27,87.2193,0.00388138,1924.1443,4160000.0,2162.0,260000.0,,64992.0,0.0001460128,0.1,0.6643177 +116.87,87.699295,0.0019616142,1924.3193,4170000.0,2167.0,260625.0,,65152.0,0.0001457568,0.1,0.7122655 +114.36,88.146194,-0.0050337827,1923.6079,4180000.0,2173.0,261250.0,,65312.0,0.0001455008,0.1,0.6817907 +113.67,88.590195,0.0023005642,1924.667,4190000.0,2177.0,261875.0,,65440.0,0.000145296,0.1,0.6912084 +108.52,88.980896,0.013387822,1924.8396,4200000.0,2182.0,262500.0,,65600.0,0.00014504,0.1,0.6292217 +109.05,89.3741,0.0004953217,1925.0115,4210000.0,2187.0,263125.0,,65760.0,0.000144784,0.1,0.6892535 +107.91,89.7352,0.002710313,1925.1825,4220000.0,2192.0,263750.0,,65920.0,0.000144528,0.1,0.6564767 +108.98,90.1054,0.009884681,1925.3528,4230000.0,2197.0,264375.0,,66080.0,0.000144272,0.1,0.6576284 +104.42,90.4287,0.005884993,1926.3971,4240000.0,2201.0,265000.0,,66240.0,0.000144016,0.1,0.69782376 +101.06,90.7107,0.002167645,1925.691,4250000.0,2207.0,265625.0,,66400.0,0.00014376,0.1,0.7135968 +101.05,90.9931,0.009950233,1925.859,4260000.0,2212.0,266250.0,,66560.0,0.000143504,0.1,0.73404455 +102.72,91.2946,-0.0038516088,1926.8953,4270000.0,2216.0,266875.0,,66688.0,0.0001432992,0.1,0.6901655 +98.19,91.522194,0.015125023,1927.0599,4280000.0,2221.0,267500.0,,66848.0,0.0001430432,0.1,0.73880947 +102.48,91.79581,0.009787633,1927.2238,4290000.0,2226.0,268125.0,,67008.0,0.0001427872,0.1,0.7176225 +102.61,92.07081,0.006721499,1927.3868,4300000.0,2231.0,268750.0,,67168.0,0.0001425312,0.1,0.68034667 +104.63,92.34521,0.00045487838,1928.4116,4310000.0,2235.0,269375.0,,67328.0,0.0001422752,0.1,0.75214726 +106.0,92.62171,0.001961442,1928.5714,4320000.0,2240.0,270000.0,,67488.0,0.0001420192,0.1,0.7304661 +107.19,92.89791,0.0011261668,1929.59,4330000.0,2244.0,270625.0,,67648.0,0.0001417632,0.1,0.7370006 +107.38,93.1799,0.003575236,1929.7466,4340000.0,2249.0,271250.0,,67808.0,0.0001415072,0.1,0.7227254 +105.95,93.4736,0.0069272383,1929.9023,4350000.0,2254.0,271875.0,,67968.0,0.0001412512,0.1,0.7051505 +109.76,93.8345,0.009411815,1930.0575,4360000.0,2259.0,272500.0,,68096.0,0.0001410464,0.1,0.6963343 +108.24,94.177,0.030118138,1931.065,4370000.0,2263.0,273125.0,,68256.0,0.0001407904,0.1,0.6609405 +109.42,94.525,0.0013827987,1931.2169,4380000.0,2268.0,273750.0,,68416.0,0.0001405344,0.1,0.6745808 +114.08,94.9267,0.002806956,1931.3683,4390000.0,2273.0,274375.0,,68576.0,0.0001402784,0.1,0.6760685 +116.58,95.34519,0.010309921,1932.3672,4400000.0,2277.0,275000.0,,68736.0,0.0001400224,0.1,0.6623385 +118.39,95.76569,-9.307871e-06,1932.5154,4410000.0,2282.0,275625.0,,68896.0,0.0001397664,0.1,0.68015534 +118.36,96.1862,-0.00017621694,1932.6628,4420000.0,2287.0,276250.0,,69056.0,0.0001395104,0.1,0.68614143 +114.18,96.55379,0.017286554,1933.6534,4430000.0,2291.0,276875.0,,69216.0,0.0001392544,0.1,0.5923339 +116.32,96.9538,0.0009642439,1933.7979,4440000.0,2296.0,277500.0,,69344.0,0.0001390496,0.1,0.7324169 +110.0,97.3176,0.0064023333,1933.9418,4450000.0,2301.0,278125.0,,69504.0,0.0001387936,0.1,0.67632043 +112.41,97.6976,0.015232108,1934.9241,4460000.0,2305.0,278750.0,,69664.0,0.0001385376,0.1,0.70452976 +115.63,98.087395,0.0042058215,1935.065,4470000.0,2310.0,279375.0,,69824.0,0.0001382816,0.1,0.7477112 +113.01,98.447,0.001375909,1935.2052,4480000.0,2315.0,280000.0,,69984.0,0.0001380256,0.1,0.7236023 +114.81,98.815994,0.0029502981,1935.3448,4490000.0,2320.0,280625.0,,70144.0,0.0001377696,0.1,0.68655217 +116.6,99.20389,0.009116205,1935.4839,4500000.0,2325.0,281250.0,,70304.0,0.0001375136,0.1,0.64004374 +119.28,99.620186,0.013515725,1935.6223,4510000.0,2330.0,281875.0,,70464.0,0.0001372576,0.1,0.7209177 +120.7,100.0572,0.012774531,1935.7601,4520000.0,2335.0,282500.0,,70624.0,0.0001370016,0.1,0.69878936 +120.3,100.4692,0.011750337,1936.7251,4530000.0,2339.0,283125.0,,70752.0,0.0001367968,0.1,0.7040497 +116.95,100.8636,0.008050531,1937.6868,4540000.0,2343.0,283750.0,,70912.0,0.0001365408,0.1,0.6538917 +115.1,101.2017,0.01199893,1937.8195,4550000.0,2348.0,284375.0,,71072.0,0.0001362848,0.1,0.6791307 +119.26,101.5717,0.017152963,1937.9515,4560000.0,2353.0,285000.0,,71232.0,0.0001360288,0.1,0.6718143 +122.06,101.97779,0.004615599,1938.0831,4570000.0,2358.0,285625.0,,71392.0,0.0001357728,0.1,0.7315211 +117.14,102.31488,0.0030005067,1939.0347,4580000.0,2362.0,286250.0,,71552.0,0.0001355168,0.1,0.6755702 +117.74,102.66029,0.020662017,1939.1635,4590000.0,2367.0,286875.0,,71712.0,0.0001352608,0.1,0.6383246 +115.44,102.982704,-0.0065834066,1939.2917,4600000.0,2372.0,287500.0,,71872.0,0.0001350048,0.1,0.72511816 +120.26,103.347694,0.0007255616,1939.4194,4610000.0,2377.0,288125.0,,72000.0,0.0001348,0.1,0.7133609 +123.11,103.735115,0.0023867274,1939.5466,4620000.0,2382.0,288750.0,,72160.0,0.000134544,0.1,0.6346126 +126.92,104.135994,0.0004255267,1939.6732,4630000.0,2387.0,289375.0,,72320.0,0.000134288,0.1,0.63094026 +128.25,104.510506,0.01893465,1939.7993,4640000.0,2392.0,290000.0,,72480.0,0.000134032,0.1,0.634983 +128.99,104.879005,0.016238408,1939.9249,4650000.0,2397.0,290625.0,,72640.0,0.000133776,0.1,0.69612694 +130.68,105.271,0.012313938,1940.858,4660000.0,2401.0,291250.0,,72800.0,0.00013352,0.1,0.679232 +126.27,105.632286,0.0045963395,1940.9808,4670000.0,2406.0,291875.0,,72960.0,0.000133264,0.1,0.70777416 +127.04,106.0364,-0.008252001,1941.9087,4680000.0,2410.0,292500.0,,73120.0,0.000133008,0.1,0.7249557 +129.82,106.501686,0.014797512,1941.2252,4690000.0,2416.0,293125.0,,73280.0,0.000132752,0.1,0.65627444 +131.09,106.95229,0.010226284,1942.1488,4700000.0,2420.0,293750.0,,73408.0,0.0001325472,0.1,0.7066274 +131.06,107.411095,-0.0029997355,1942.2681,4710000.0,2425.0,294375.0,,73568.0,0.0001322912,0.1,0.6967855 +129.34,107.85919,0.009842142,1942.3868,4720000.0,2430.0,295000.0,,73728.0,0.0001320352,0.1,0.67069185 +137.58,108.368195,0.009677604,1943.3032,4730000.0,2434.0,295625.0,,73888.0,0.0001317792,0.1,0.67715347 +143.61,108.9291,0.023588168,1943.4194,4740000.0,2439.0,296250.0,,74048.0,0.0001315232,0.1,0.72905517 +145.08,109.51601,0.0107535925,1943.5352,4750000.0,2444.0,296875.0,,74208.0,0.0001312672,0.1,0.6893283 +148.0,110.15321,0.0093188565,1943.6505,4760000.0,2449.0,297500.0,,74368.0,0.0001310112,0.1,0.6921331 +150.1,110.86111,0.02280797,1943.7653,4770000.0,2454.0,298125.0,,74528.0,0.0001307552,0.1,0.7297679 +149.6,111.5643,0.00997577,1944.6704,4780000.0,2458.0,298750.0,,74656.0,0.0001305504,0.1,0.72523886 +149.66,112.24729,0.0063853166,1945.5728,4790000.0,2462.0,299375.0,,74816.0,0.0001302944,0.1,0.70760393 +149.58,112.902695,0.014209995,1945.683,4800000.0,2467.0,300000.0,,74976.0,0.0001300384,0.1,0.66321564 +154.8,113.60739,0.029914755,1945.7928,4810000.0,2472.0,300625.0,,75136.0,0.0001297824,0.1,0.62394273 +154.98,114.29649,0.027255982,1945.1171,4820000.0,2478.0,301250.0,,75296.0,0.0001295264,0.1,0.69284606 +157.83,114.9825,0.015299285,1946.0112,4830000.0,2482.0,301875.0,,75456.0,0.0001292704,0.1,0.6671569 +154.09,115.6338,0.016965097,1946.1199,4840000.0,2487.0,302500.0,,75616.0,0.0001290144,0.1,0.60552675 +157.54,116.3321,0.008534832,1946.2279,4850000.0,2492.0,303125.0,,75776.0,0.0001287584,0.1,0.6305418 +161.47,117.0209,0.0023963025,1946.3356,4860000.0,2497.0,303750.0,,75936.0,0.0001285024,0.1,0.7035866 +165.04,117.712395,0.020840634,1947.2211,4870000.0,2501.0,304375.0,,76064.0,0.0001282976,0.1,0.63311803 +172.34,118.470695,0.038959283,1947.3264,4880000.0,2506.0,305000.0,,76224.0,0.0001280416,0.1,0.68405336 +171.81,119.177986,-0.0050444957,1947.4313,4890000.0,2511.0,305625.0,,76384.0,0.0001277856,0.1,0.6977993 +170.06,119.83079,0.013294898,1947.5358,4900000.0,2516.0,306250.0,,76544.0,0.0001275296,0.1,0.69187826 +169.7,120.49858,0.0058266167,1947.6398,4910000.0,2521.0,306875.0,,76704.0,0.0001272736,0.1,0.66879475 +167.84,121.12539,0.031559072,1947.7434,4920000.0,2526.0,307500.0,,76864.0,0.0001270176,0.1,0.6777687 +167.94,121.7705,0.010061442,1947.8467,4930000.0,2531.0,308125.0,,77024.0,0.0001267616,0.1,0.597687 +168.13,122.423096,0.03606009,1948.7179,4940000.0,2535.0,308750.0,,77184.0,0.0001265056,0.1,0.70072615 +174.25,123.1399,0.010371857,1948.8188,4950000.0,2540.0,309375.0,,77312.0,0.0001263008,0.1,0.71638954 +170.18,123.833694,-0.0032049979,1948.9194,4960000.0,2545.0,310000.0,,77472.0,0.0001260448,0.1,0.7004313 +167.18,124.46669,0.016771346,1949.0197,4970000.0,2550.0,310625.0,,77632.0,0.0001257888,0.1,0.6333767 +172.48,125.116,0.0121549405,1949.8826,4980000.0,2554.0,311250.0,,77792.0,0.0001255328,0.1,0.69094265 +169.6,125.72949,0.042654525,1949.9805,4990000.0,2559.0,311875.0,,77952.0,0.0001252768,0.1,0.6601416 +175.14,126.444695,0.011146498,1950.078,5000000.0,2564.0,312500.0,,78112.0,0.0001250208,0.1,0.6641082 +178.16,127.2184,0.00096290256,1950.9346,5010000.0,2568.0,313125.0,,78272.0,0.0001247648,0.1,0.6274942 +178.0,128.0127,0.02729089,1951.0299,5020000.0,2573.0,313750.0,,78432.0,0.0001245088,0.1,0.6877667 +175.89,128.82169,0.020818485,1950.3684,5030000.0,2579.0,314375.0,,78592.0,0.0001242528,0.1,0.6667783 +176.02,129.6023,0.007770475,1950.4644,5040000.0,2584.0,315000.0,,78720.0,0.000124048,0.1,0.6395861 +174.76,130.3476,0.021564558,1950.56,5050000.0,2589.0,315625.0,,78880.0,0.000123792,0.1,0.5825418 +178.23,131.09479,0.02101673,1950.6554,5060000.0,2594.0,316250.0,,79040.0,0.000123536,0.1,0.6578201 +175.88,131.79799,0.018150907,1950.7502,5070000.0,2599.0,316875.0,,79200.0,0.00012328,0.1,0.7079289 +175.71,132.49321,0.007994021,1950.096,5080000.0,2605.0,317500.0,,79360.0,0.000123024,0.1,0.6624043 +174.26,133.157,0.01555746,1950.9391,5090000.0,2609.0,318125.0,,79520.0,0.000122768,0.1,0.5977453 +176.32,133.7997,0.019853132,1951.033,5100000.0,2614.0,318750.0,,79680.0,0.000122512,0.1,0.67205954 +172.97,134.3964,0.033013586,1951.1263,5110000.0,2619.0,319375.0,,79840.0,0.000122256,0.1,0.66539884 +172.1,135.0268,0.0019812891,1951.2195,5120000.0,2624.0,320000.0,,80000.0,0.000122,0.1,0.60266155 +174.35,135.69868,0.012829964,1952.0548,5130000.0,2628.0,320625.0,,80128.0,0.0001217952,0.1,0.60851777 +171.14,136.26878,0.018454466,1952.1459,5140000.0,2633.0,321250.0,,80288.0,0.0001215392,0.1,0.6399358 +167.65,136.7995,-0.0043888553,1952.9768,5150000.0,2637.0,321875.0,,80448.0,0.0001212832,0.1,0.61812913 +165.16,137.2984,0.012175503,1953.0659,5160000.0,2642.0,322500.0,,80608.0,0.0001210272,0.1,0.6616478 +171.06,137.84029,0.010980743,1953.1545,5170000.0,2647.0,323125.0,,80768.0,0.0001207712,0.1,0.6274729 +165.89,138.35559,0.011475263,1953.2428,5180000.0,2652.0,323750.0,,80928.0,0.0001205152,0.1,0.6343303 +165.3,138.87189,0.010987569,1953.3308,5190000.0,2657.0,324375.0,,81088.0,0.0001202592,0.1,0.6009247 +167.5,139.46169,0.02855667,1954.1526,5200000.0,2661.0,325000.0,,81248.0,0.0001200032,0.1,0.62174916 +165.52,140.02638,-0.0007580546,1954.2385,5210000.0,2666.0,325625.0,,81376.0,0.0001197984,0.1,0.61309254 +163.94,140.5867,0.018696796,1954.3242,5220000.0,2671.0,326250.0,,81536.0,0.0001195424,0.1,0.61418724 +161.68,141.1137,0.005677438,1955.1401,5230000.0,2675.0,326875.0,,81696.0,0.0001192864,0.1,0.6260691 +162.83,141.6978,0.0022066713,1955.2239,5240000.0,2680.0,327500.0,,81856.0,0.0001190304,0.1,0.6143677 +167.39,142.3611,0.0024841144,1955.3073,5250000.0,2685.0,328125.0,,82016.0,0.0001187744,0.1,0.5575559 +175.48,143.10541,0.018371174,1955.3904,5260000.0,2690.0,328750.0,,82176.0,0.0001185184,0.1,0.65944564 +168.53,143.7635,-0.006983602,1955.4731,5270000.0,2695.0,329375.0,,82336.0,0.0001182624,0.1,0.72032994 +166.27,144.44429,0.0045568547,1955.5555,5280000.0,2700.0,330000.0,,82496.0,0.0001180064,0.1,0.68594784 +163.35,145.053,-0.006079567,1955.6377,5290000.0,2705.0,330625.0,,82656.0,0.0001177504,0.1,0.6631088 +166.03,145.6872,0.04413798,1956.4415,5300000.0,2709.0,331250.0,,82784.0,0.0001175456,0.1,0.5730338 +168.15,146.32239,0.0072751916,1956.5217,5310000.0,2714.0,331875.0,,82944.0,0.0001172896,0.1,0.62743217 +171.33,146.97571,0.0024039107,1956.6017,5320000.0,2719.0,332500.0,,83104.0,0.0001170336,0.1,0.6649438 +169.28,147.59662,0.00015427772,1956.6814,5330000.0,2724.0,333125.0,,83264.0,0.0001167776,0.1,0.6770983 +169.13,148.2141,0.035583004,1956.7607,5340000.0,2729.0,333750.0,,83424.0,0.0001165216,0.1,0.6860231 +166.82,148.82281,0.008715778,1956.8398,5350000.0,2734.0,334375.0,,83584.0,0.0001162656,0.1,0.6568493 +166.27,149.3879,-0.0039437306,1956.9186,5360000.0,2739.0,335000.0,,83744.0,0.0001160096,0.1,0.7731137 +159.03,149.8958,0.007501169,1957.7106,5370000.0,2743.0,335625.0,,83904.0,0.0001157536,0.1,0.72053576 +159.44,150.39601,0.003939474,1957.7875,5380000.0,2748.0,336250.0,,84032.0,0.0001155488,0.1,0.78872037 +152.17,150.7769,0.009196706,1958.5756,5390000.0,2752.0,336875.0,,84192.0,0.0001152928,0.1,0.6975591 +157.26,151.18372,0.0030845897,1958.6508,5400000.0,2757.0,337500.0,,84352.0,0.0001150368,0.1,0.67855364 +149.74,151.4972,-0.001197774,1958.7256,5410000.0,2762.0,338125.0,,84512.0,0.0001147808,0.1,0.75555784 +148.16,151.7952,0.010617018,1959.5083,5420000.0,2766.0,338750.0,,84672.0,0.0001145248,0.1,0.7107257 +142.18,152.0752,0.024359971,1959.5814,5430000.0,2771.0,339375.0,,84832.0,0.0001142688,0.1,0.7026733 +145.73,152.3693,-0.003479134,1959.6542,5440000.0,2776.0,340000.0,,84992.0,0.0001140128,0.1,0.70894897 +144.58,152.7151,-0.00088094675,1960.4316,5450000.0,2780.0,340625.0,,85152.0,0.0001137568,0.1,0.7381002 +144.58,153.0368,0.015657099,1961.2069,5460000.0,2784.0,341250.0,,85312.0,0.0001135008,0.1,0.6909312 +143.9,153.3195,0.006592068,1961.2765,5470000.0,2789.0,341875.0,,85440.0,0.000113296,0.1,0.6582808 +144.49,153.63431,0.012395605,1961.3457,5480000.0,2794.0,342500.0,,85600.0,0.00011304,0.1,0.61058664 +143.35,153.9197,0.01919843,1961.4148,5490000.0,2799.0,343125.0,,85760.0,0.000112784,0.1,0.55192244 +141.42,154.16791,-0.0028008155,1961.4836,5500000.0,2804.0,343750.0,,85920.0,0.000112528,0.1,0.61981475 +142.97,154.40479,0.011533493,1962.2507,5510000.0,2808.0,344375.0,,86080.0,0.000112272,0.1,0.6714515 +142.58,154.6236,0.004028457,1962.3179,5520000.0,2813.0,345000.0,,86240.0,0.000112016,0.1,0.6691009 +140.37,154.8243,0.01806782,1963.0813,5530000.0,2817.0,345625.0,,86400.0,0.00011176,0.1,0.7171737 +142.58,155.08061,0.0023437254,1963.1467,5540000.0,2822.0,346250.0,,86560.0,0.000111504,0.1,0.5602474 +144.68,155.3764,0.0074826144,1963.2119,5550000.0,2827.0,346875.0,,86688.0,0.0001112992,0.1,0.65837544 +143.39,155.61769,0.010163585,1963.2769,5560000.0,2832.0,347500.0,,86848.0,0.0001110432,0.1,0.57998633 +146.47,155.8618,-0.0045269704,1963.3416,5570000.0,2837.0,348125.0,,87008.0,0.0001107872,0.1,0.6287721 +147.8,156.1684,0.021527944,1963.406,5580000.0,2842.0,348750.0,,87168.0,0.0001105312,0.1,0.6034024 +152.26,156.51358,0.033476416,1964.1603,5590000.0,2846.0,349375.0,,87328.0,0.0001102752,0.1,0.6000499 +153.4,156.8932,0.009832673,1964.223,5600000.0,2851.0,350000.0,,87488.0,0.0001100192,0.1,0.63091093 +153.82,157.2288,0.037287183,1964.2858,5610000.0,2856.0,350625.0,,87648.0,0.0001097632,0.1,0.66860974 +159.31,157.5908,0.0048793787,1964.3481,5620000.0,2861.0,351250.0,,87808.0,0.0001095072,0.1,0.7255645 +162.07,157.9423,0.052436706,1965.096,5630000.0,2865.0,351875.0,,87968.0,0.0001092512,0.1,0.6594399 +166.15,158.3213,0.011493075,1965.1567,5640000.0,2870.0,352500.0,,88096.0,0.0001090464,0.1,0.71220064 +165.63,158.6877,0.012109812,1965.9011,5650000.0,2874.0,353125.0,,88256.0,0.0001087904,0.1,0.64943767 +168.27,159.0636,-0.0004931391,1965.9604,5660000.0,2879.0,353750.0,,88416.0,0.0001085344,0.1,0.68420476 +165.61,159.457,-0.004815621,1965.338,5670000.0,2885.0,354375.0,,88576.0,0.0001082784,0.1,0.6654885 +167.41,159.8607,0.016628794,1965.398,5680000.0,2890.0,355000.0,,88736.0,0.0001080224,0.1,0.6240433 +168.05,160.243,-0.0012016131,1965.4576,5690000.0,2895.0,355625.0,,88896.0,0.0001077664,0.1,0.67287374 +176.39,160.696,0.0064603277,1965.5172,5700000.0,2900.0,356250.0,,89056.0,0.0001075104,0.1,0.71224946 +174.15,161.12689,0.024096336,1965.5765,5710000.0,2905.0,356875.0,,89216.0,0.0001072544,0.1,0.6899917 +174.88,161.58229,0.02206991,1965.6357,5720000.0,2910.0,357500.0,,89344.0,0.0001070496,0.1,0.69079334 +176.61,161.97261,0.014264832,1965.6947,5730000.0,2915.0,358125.0,,89504.0,0.0001067936,0.1,0.7078247 +180.08,162.33731,0.023777906,1965.0804,5740000.0,2921.0,358750.0,,89664.0,0.0001065376,0.1,0.6835344 +177.99,162.66641,0.012945989,1965.1401,5750000.0,2926.0,359375.0,,89824.0,0.0001062816,0.1,0.73063576 +171.55,162.90192,0.0019089684,1965.1996,5760000.0,2931.0,360000.0,,89984.0,0.0001060256,0.1,0.72050667 +174.06,163.14151,0.015940001,1965.9285,5770000.0,2935.0,360625.0,,90144.0,0.0001057696,0.1,0.7160021 +171.32,163.3587,-0.0020719245,1965.9865,5780000.0,2940.0,361250.0,,90304.0,0.0001055136,0.1,0.6858027 +167.67,163.5388,0.023779647,1966.0442,5790000.0,2945.0,361875.0,,90464.0,0.0001052576,0.1,0.66903853 +168.37,163.72672,0.021267863,1965.4354,5800000.0,2951.0,362500.0,,90624.0,0.0001050016,0.1,0.6301173 +175.4,163.93271,-0.0037929714,1966.159,5810000.0,2955.0,363125.0,,90752.0,0.0001047968,0.1,0.6814066 +179.29,164.1758,0.008302618,1966.8807,5820000.0,2959.0,363750.0,,90912.0,0.0001045408,0.1,0.6863162 +184.41,164.4416,0.009881245,1966.9365,5830000.0,2964.0,364375.0,,91072.0,0.0001042848,0.1,0.70308095 +185.48,164.75551,0.018091008,1966.9923,5840000.0,2969.0,365000.0,,91232.0,0.0001040288,0.1,0.65065956 +185.71,165.0372,0.033374675,1967.0477,5850000.0,2974.0,365625.0,,91392.0,0.0001037728,0.1,0.57136637 +185.43,165.27681,0.019467527,1967.103,5860000.0,2979.0,366250.0,,91552.0,0.0001035168,0.1,0.6148807 +186.54,165.49179,0.011751755,1967.1582,5870000.0,2984.0,366875.0,,91712.0,0.0001032608,0.1,0.73501176 +185.95,165.62788,0.0038678688,1967.2131,5880000.0,2989.0,367500.0,,91872.0,0.0001030048,0.1,0.65751255 +185.96,165.7694,0.023576275,1967.2678,5890000.0,2994.0,368125.0,,92000.0,0.0001028,0.1,0.6787957 +184.53,165.91411,0.012511852,1967.3224,5900000.0,2999.0,368750.0,,92160.0,0.000102544,0.1,0.7237053 +182.08,166.03789,0.023039635,1967.3768,5910000.0,3004.0,369375.0,,92320.0,0.000102288,0.1,0.67573714 +183.93,166.19879,0.008082383,1967.431,5920000.0,3009.0,370000.0,,92480.0,0.000102032,0.1,0.6970363 +185.69,166.37631,0.0030086562,1966.8325,5930000.0,3015.0,370625.0,,92640.0,0.000101776,0.1,0.7231683 +184.08,166.5358,0.015832102,1966.8875,5940000.0,3020.0,371250.0,,92800.0,0.00010152,0.1,0.6931833 +184.93,166.6426,0.014509954,1966.9421,5950000.0,3025.0,371875.0,,92960.0,0.000101264,0.1,0.724391 +191.47,166.85553,0.015374575,1967.6461,5960000.0,3029.0,372500.0,,93120.0,0.000101008,0.1,0.7137393 +191.65,167.10022,0.0013549011,1967.6995,5970000.0,3034.0,373125.0,,93280.0,0.000100752,0.1,0.6565953 +183.63,167.2117,0.017519975,1968.4003,5980000.0,3038.0,373750.0,,93408.0,0.0001005472,0.1,0.70715547 +179.14,167.30711,0.008256,1968.4521,5990000.0,3043.0,374375.0,,93568.0,0.0001002912,0.1,0.7199836 +179.21,167.34781,0.0053230855,1968.5039,6000000.0,3048.0,375000.0,,93728.0,0.0001000352,0.1,0.6492896 +173.63,167.30252,0.012249352,1968.5555,6010000.0,3053.0,375625.0,,93888.0,9.97792e-05,0.1,0.66083074 +176.0,167.2825,0.0010435662,1968.6069,6020000.0,3058.0,376250.0,,94048.0,9.95232e-05,0.1,0.6888587 +177.84,167.30199,0.029290322,1968.6582,6030000.0,3063.0,376875.0,,94208.0,9.92672e-05,0.1,0.62212986 +179.68,167.3386,0.025052568,1969.3512,6040000.0,3067.0,377500.0,,94368.0,9.90112e-05,0.1,0.7262995 +178.83,167.3793,0.0115593765,1969.401,6050000.0,3072.0,378125.0,,94528.0,9.87552e-05,0.1,0.74268067 +181.37,167.41069,0.01403411,1970.0911,6060000.0,3076.0,378750.0,,94656.0,9.85504e-05,0.1,0.66409075 +181.03,167.46219,0.011020075,1970.1395,6070000.0,3081.0,379375.0,,94816.0,9.82944e-05,0.1,0.6686767 +185.14,167.55649,0.0051555405,1970.188,6080000.0,3086.0,380000.0,,94976.0,9.80384e-05,0.1,0.70410484 +185.24,167.6663,0.016983498,1970.2362,6090000.0,3091.0,380625.0,,95136.0,9.77824e-05,0.1,0.7010041 +191.96,167.82271,0.024046827,1970.2842,6100000.0,3096.0,381250.0,,95296.0,9.75264e-05,0.1,0.71543634 +190.77,168.0007,0.0035557973,1970.3322,6110000.0,3101.0,381875.0,,95456.0,9.72704e-05,0.1,0.66982657 +192.16,168.20131,0.040134896,1971.0145,6120000.0,3105.0,382500.0,,95616.0,9.70144e-05,0.1,0.6837362 +197.84,168.43622,0.020020623,1971.061,6130000.0,3110.0,383125.0,,95776.0,9.67584e-05,0.1,0.648281 +197.12,168.69598,0.011556259,1971.7405,6140000.0,3114.0,383750.0,,95936.0,9.65024e-05,0.1,0.7428696 +197.63,168.9958,0.01636356,1971.7859,6150000.0,3119.0,384375.0,,96064.0,9.62976e-05,0.1,0.6575022 +193.69,169.2811,0.0032608723,1972.4624,6160000.0,3123.0,385000.0,,96224.0,9.60416e-05,0.1,0.7973926 +194.39,169.51439,-0.011354631,1972.5063,6170000.0,3128.0,385625.0,,96384.0,9.57856e-05,0.1,0.7429502 +196.31,169.81862,0.016696835,1973.18,6180000.0,3132.0,386250.0,,96544.0,9.55296e-05,0.1,0.6426706 +198.92,170.1548,-0.0033876589,1973.2228,6190000.0,3137.0,386875.0,,96704.0,9.52736e-05,0.1,0.769078 +198.53,170.4651,0.022183655,1973.2654,6200000.0,3142.0,387500.0,,96864.0,9.50176e-05,0.1,0.65780056 +189.25,170.70241,0.04040208,1973.3079,6210000.0,3147.0,388125.0,,97024.0,9.47616e-05,0.1,0.64196795 +188.76,170.95059,0.01604074,1973.9766,6220000.0,3151.0,388750.0,,97184.0,9.45056e-05,0.1,0.5354118 +188.97,171.2235,0.010132802,1974.0177,6230000.0,3156.0,389375.0,,97312.0,9.43008e-05,0.1,0.5822813 +192.45,171.51968,0.0027466654,1974.0588,6240000.0,3161.0,390000.0,,97472.0,9.40448e-05,0.1,0.661139 +190.04,171.74619,0.011359114,1974.0999,6250000.0,3166.0,390625.0,,97632.0,9.37888e-05,0.1,0.6783538 +193.8,171.9294,0.014014024,1974.1406,6260000.0,3171.0,391250.0,,97792.0,9.35328e-05,0.1,0.68109745 +194.71,172.19121,0.019009374,1974.8031,6270000.0,3175.0,391875.0,,97952.0,9.32768e-05,0.1,0.67395186 +198.27,172.51122,0.022143837,1974.8428,6280000.0,3180.0,392500.0,,98112.0,9.30208e-05,0.1,0.72568405 +193.95,172.8172,0.022748334,1974.8822,6290000.0,3185.0,393125.0,,98272.0,9.27648e-05,0.1,0.7087487 +195.74,173.1143,0.0038200712,1974.9216,6300000.0,3190.0,393750.0,,98432.0,9.25088e-05,0.1,0.67070985 +196.99,173.4027,0.0123606445,1974.9608,6310000.0,3195.0,394375.0,,98592.0,9.22528e-05,0.1,0.8021437 +194.2,173.6314,0.017712679,1975.0,6320000.0,3200.0,395000.0,,98720.0,9.2048e-05,0.1,0.76347715 +191.97,173.8583,0.0009284004,1975.0391,6330000.0,3205.0,395625.0,,98880.0,9.1792e-05,0.1,0.7150581 +195.32,174.1202,0.03617293,1975.0779,6340000.0,3210.0,396250.0,,99040.0,9.1536e-05,0.1,0.64607465 +207.02,174.5222,0.024278684,1975.1167,6350000.0,3215.0,396875.0,,99200.0,9.128e-05,0.1,0.7544574 +201.83,174.8778,0.009366591,1974.5421,6360000.0,3221.0,397500.0,,99360.0,9.1024e-05,0.1,0.86932147 +204.87,175.3362,0.010328591,1975.1938,6370000.0,3225.0,398125.0,,99520.0,9.0768e-05,0.1,0.7715606 +207.96,175.82141,0.040665127,1975.2322,6380000.0,3230.0,398750.0,,99680.0,9.0512e-05,0.1,0.77232707 +206.62,176.36588,-0.0039369366,1975.2705,6390000.0,3235.0,399375.0,,99840.0,9.0256e-05,0.1,0.6968079 +201.33,176.80658,0.008393086,1975.3086,6400000.0,3240.0,400000.0,,100000.0,9e-05,0.1,0.7587259 +202.68,177.336,0.029944213,1975.3467,6410000.0,3245.0,400625.0,,100128.0,8.97952e-05,0.1,0.7359597 +210.0,177.95439,0.03932568,1975.3846,6420000.0,3250.0,401250.0,,100288.0,8.95392e-05,0.1,0.6939348 +209.39,178.62651,-0.006134602,1975.4225,6430000.0,3255.0,401875.0,,100448.0,8.92832e-05,0.1,0.6733514 +210.84,179.2776,0.0291229,1975.4601,6440000.0,3260.0,402500.0,,100608.0,8.90272e-05,0.1,0.6541169 +216.41,179.9959,0.034518756,1975.4977,6450000.0,3265.0,403125.0,,100768.0,8.87712e-05,0.1,0.71167827 +219.62,180.7463,0.015518348,1974.9313,6460000.0,3271.0,403750.0,,100928.0,8.85152e-05,0.1,0.73961467 +216.79,181.47519,0.013967324,1974.9695,6470000.0,3276.0,404375.0,,101088.0,8.82592e-05,0.1,0.7220946 +210.97,182.14,0.028229596,1975.6097,6480000.0,3280.0,405000.0,,101248.0,8.80032e-05,0.1,0.7154488 +214.64,182.85289,0.036894172,1976.2485,6490000.0,3284.0,405625.0,,101376.0,8.77984e-05,0.1,0.7139076 +213.08,183.56952,0.008506752,1976.2845,6500000.0,3289.0,406250.0,,101536.0,8.75424e-05,0.1,0.7334277 +213.24,184.27223,0.036941264,1976.3206,6510000.0,3294.0,406875.0,,101696.0,8.72864e-05,0.1,0.7450234 +218.34,185.0298,0.006258633,1976.3564,6520000.0,3299.0,407500.0,,101856.0,8.70304e-05,0.1,0.701301 +214.88,185.7749,0.025768002,1976.3922,6530000.0,3304.0,408125.0,,102016.0,8.67744e-05,0.1,0.7739157 +211.81,186.46721,0.021959595,1976.428,6540000.0,3309.0,408750.0,,102176.0,8.65184e-05,0.1,0.7836596 +221.07,187.23111,0.01091356,1977.06,6550000.0,3313.0,409375.0,,102336.0,8.62624e-05,0.1,0.80570185 +217.65,187.97372,0.0039606486,1977.0946,6560000.0,3318.0,410000.0,,102496.0,8.60064e-05,0.1,0.7911351 +212.57,188.6347,0.027512606,1977.7242,6570000.0,3322.0,410625.0,,102656.0,8.57504e-05,0.1,0.73046285 +218.38,189.34052,0.006361956,1978.3524,6580000.0,3326.0,411250.0,,102784.0,8.55456e-05,0.1,0.69959897 +219.98,190.01772,0.012327801,1978.3849,6590000.0,3331.0,411875.0,,102944.0,8.52896e-05,0.1,0.7337781 +221.68,190.70053,0.027705584,1978.4172,6600000.0,3336.0,412500.0,,103104.0,8.50336e-05,0.1,0.6660497 +220.13,191.36362,-0.0019970736,1978.4496,6610000.0,3341.0,413125.0,,103264.0,8.47776e-05,0.1,0.7778803 +222.57,191.99622,-0.0014305644,1979.0732,6620000.0,3345.0,413750.0,,103424.0,8.45216e-05,0.1,0.7626587 +218.6,192.56151,0.04140922,1979.1045,6630000.0,3350.0,414375.0,,103584.0,8.42656e-05,0.1,0.7306856 +217.84,193.0784,0.006968682,1979.1356,6640000.0,3355.0,415000.0,,103744.0,8.40096e-05,0.1,0.7521869 +217.68,193.59889,0.051816456,1979.1666,6650000.0,3360.0,415625.0,,103904.0,8.37536e-05,0.1,0.7218934 +218.91,194.10529,0.03128326,1979.786,6660000.0,3364.0,416250.0,,104032.0,8.35488e-05,0.1,0.7846267 +220.94,194.6586,0.015079695,1979.8159,6670000.0,3369.0,416875.0,,104192.0,8.32928e-05,0.1,0.6990708 +219.57,195.18019,0.021867597,1979.8458,6680000.0,3374.0,417500.0,,104352.0,8.30368e-05,0.1,0.762561 +215.23,195.652,0.02191628,1979.8757,6690000.0,3379.0,418125.0,,104512.0,8.27808e-05,0.1,0.787536 +213.71,196.0252,0.023574136,1980.4907,6700000.0,3383.0,418750.0,,104672.0,8.25248e-05,0.1,0.75576985 +212.03,196.404,0.029522661,1980.5195,6710000.0,3388.0,419375.0,,104832.0,8.22688e-05,0.1,0.7460615 +210.63,196.7615,0.010387679,1980.5482,6720000.0,3393.0,420000.0,,104992.0,8.20128e-05,0.1,0.79200876 +209.93,197.09468,0.010245055,1980.5768,6730000.0,3398.0,420625.0,,105152.0,8.17568e-05,0.1,0.785214 +217.81,197.47198,0.02999007,1980.6053,6740000.0,3403.0,421250.0,,105312.0,8.15008e-05,0.1,0.7618829 +219.67,197.88881,0.02663547,1981.2151,6750000.0,3407.0,421875.0,,105440.0,8.1296e-05,0.1,0.66426027 +219.82,198.37149,0.02222854,1980.6622,6760000.0,3413.0,422500.0,,105600.0,8.104e-05,0.1,0.80436635 +214.54,198.77629,0.0046475083,1980.6904,6770000.0,3418.0,423125.0,,105760.0,8.0784e-05,0.1,0.79984355 +206.5,199.12808,0.028514,1980.7186,6780000.0,3423.0,423750.0,,105920.0,8.0528e-05,0.1,0.7599894 +199.52,199.4466,0.02069726,1980.7468,6790000.0,3428.0,424375.0,,106080.0,8.0272e-05,0.1,0.7819698 +196.88,199.7317,0.004384244,1980.7748,6800000.0,3433.0,425000.0,,106240.0,8.0016e-05,0.1,0.7991156 +196.52,199.94292,0.05245392,1980.8027,6810000.0,3438.0,425625.0,,106400.0,7.976e-05,0.1,0.6613531 +199.56,200.1456,0.0031211071,1980.8307,6820000.0,3443.0,426250.0,,106560.0,7.9504e-05,0.1,0.77988833 +201.31,200.31464,0.012666643,1980.8585,6830000.0,3448.0,426875.0,,106688.0,7.92992e-05,0.1,0.7314427 +200.59,200.4657,0.013042491,1980.8862,6840000.0,3453.0,427500.0,,106848.0,7.90432e-05,0.1,0.6725369 +206.11,200.66971,-0.00068127736,1981.4868,6850000.0,3457.0,428125.0,,107008.0,7.87872e-05,0.1,0.7344693 +208.12,200.89658,0.031744123,1981.5135,6860000.0,3462.0,428750.0,,107168.0,7.85312e-05,0.1,0.73401624 +211.46,201.1458,0.018226964,1981.5403,6870000.0,3467.0,429375.0,,107328.0,7.82752e-05,0.1,0.7746039 +210.35,201.38979,0.030875975,1981.5668,6880000.0,3472.0,430000.0,,107488.0,7.80192e-05,0.1,0.77245057 +212.31,201.6533,0.015558243,1982.1635,6890000.0,3476.0,430625.0,,107648.0,7.77632e-05,0.1,0.74964964 +212.95,201.9375,0.013857246,1982.1891,6900000.0,3481.0,431250.0,,107808.0,7.75072e-05,0.1,0.7695942 +213.62,202.25287,0.026803037,1982.2146,6910000.0,3486.0,431875.0,,107968.0,7.72512e-05,0.1,0.757866 +209.57,202.5093,0.044923905,1982.808,6920000.0,3490.0,432500.0,,108096.0,7.70464e-05,0.1,0.7617768 +211.17,202.76407,0.006486886,1982.8326,6930000.0,3495.0,433125.0,,108256.0,7.67904e-05,0.1,0.74977696 +216.42,203.08748,0.012884246,1982.8572,6940000.0,3500.0,433750.0,,108416.0,7.65344e-05,0.1,0.77644557 +220.24,203.44061,0.023271404,1983.4475,6950000.0,3504.0,434375.0,,108576.0,7.62784e-05,0.1,0.718107 +225.77,203.78362,0.01690921,1983.4711,6960000.0,3509.0,435000.0,,108736.0,7.60224e-05,0.1,0.72968864 +231.79,204.18498,0.0013654382,1983.4946,6970000.0,3514.0,435625.0,,108896.0,7.57664e-05,0.1,0.7828596 +229.07,204.63939,0.016247489,1984.0819,6980000.0,3518.0,436250.0,,109056.0,7.55104e-05,0.1,0.7201432 +234.73,205.1953,0.0070449556,1984.1045,6990000.0,3523.0,436875.0,,109216.0,7.52544e-05,0.1,0.8023044 +234.94,205.7526,0.017093906,1984.127,7000000.0,3528.0,437500.0,,109344.0,7.50496e-05,0.1,0.76270413 +239.24,206.4087,0.039963957,1984.7112,7010000.0,3532.0,438125.0,,109504.0,7.47936e-05,0.1,0.6287267 +234.94,206.99811,0.02064681,1984.7328,7020000.0,3537.0,438750.0,,109664.0,7.45376e-05,0.1,0.72911036 +235.83,207.578,0.015787495,1984.7544,7030000.0,3542.0,439375.0,,109824.0,7.42816e-05,0.1,0.8003294 +234.58,208.127,0.030799888,1984.7759,7040000.0,3547.0,440000.0,,109984.0,7.40256e-05,0.1,0.6800947 +232.74,208.66609,0.009273257,1985.3562,7050000.0,3551.0,440625.0,,110144.0,7.37696e-05,0.1,0.711509 +235.32,209.20561,0.02668535,1985.3768,7060000.0,3556.0,441250.0,,110304.0,7.35136e-05,0.1,0.66967356 +241.71,209.81242,0.012965045,1985.3973,7070000.0,3561.0,441875.0,,110464.0,7.32576e-05,0.1,0.73899806 +245.91,210.42012,0.005546302,1985.4178,7080000.0,3566.0,442500.0,,110624.0,7.30016e-05,0.1,0.75495756 +244.25,211.01024,0.060189236,1985.9944,7090000.0,3570.0,443125.0,,110752.0,7.27968e-05,0.1,0.7681252 +250.03,211.59091,0.0065479307,1986.014,7100000.0,3575.0,443750.0,,110912.0,7.25408e-05,0.1,0.7789785 +253.0,212.21318,0.041671786,1986.0336,7110000.0,3580.0,444375.0,,111072.0,7.22848e-05,0.1,0.7886139 +251.77,212.8093,0.03872624,1986.053,7120000.0,3585.0,445000.0,,111232.0,7.20288e-05,0.1,0.78026044 +254.22,213.37311,0.013590266,1986.0724,7130000.0,3590.0,445625.0,,111392.0,7.17728e-05,0.1,0.74378395 +248.39,213.88582,0.0052400576,1986.6444,7140000.0,3594.0,446250.0,,111552.0,7.15168e-05,0.1,0.7287284 +242.79,214.3374,0.04392778,1986.663,7150000.0,3599.0,446875.0,,111712.0,7.12608e-05,0.1,0.7691849 +249.7,214.8975,0.019006535,1986.6815,7160000.0,3604.0,447500.0,,111872.0,7.10048e-05,0.1,0.7369857 +254.11,215.49469,0.0254209,1986.7,7170000.0,3609.0,448125.0,,112000.0,7.08e-05,0.1,0.74782467 +252.55,216.05708,0.017331764,1986.7183,7180000.0,3614.0,448750.0,,112160.0,7.0544e-05,0.1,0.8020128 +248.7,216.55489,0.030165559,1986.7367,7190000.0,3619.0,449375.0,,112320.0,7.0288e-05,0.1,0.7584003 +246.51,217.03468,0.021558136,1986.755,7200000.0,3624.0,450000.0,,112480.0,7.0032e-05,0.1,0.74006486 +242.68,217.569,0.0399492,1987.3208,7210000.0,3628.0,450625.0,,112640.0,6.9776e-05,0.1,0.72183037 +249.92,218.18059,0.052392796,1987.3383,7220000.0,3633.0,451250.0,,112800.0,6.952e-05,0.1,0.68558955 +248.43,218.77519,0.009022507,1987.3557,7230000.0,3638.0,451875.0,,112960.0,6.9264e-05,0.1,0.8640959 +238.25,219.23318,0.014167159,1987.373,7240000.0,3643.0,452500.0,,113120.0,6.9008e-05,0.1,0.76778334 +235.87,219.69148,0.017390244,1987.9353,7250000.0,3647.0,453125.0,,113280.0,6.8752e-05,0.1,0.75237036 +236.56,220.1191,0.05296813,1988.4963,7260000.0,3651.0,453750.0,,113408.0,6.85472e-05,0.1,0.8091758 +231.88,220.4908,0.00064345397,1988.5121,7270000.0,3656.0,454375.0,,113568.0,6.82912e-05,0.1,0.8438207 +232.94,220.8375,0.024592219,1988.5277,7280000.0,3661.0,455000.0,,113728.0,6.80352e-05,0.1,0.749926 +229.48,221.1928,0.029147653,1989.0859,7290000.0,3665.0,455625.0,,113888.0,6.77792e-05,0.1,0.7526568 +229.16,221.52701,0.018691758,1989.1008,7300000.0,3670.0,456250.0,,114048.0,6.75232e-05,0.1,0.8307047 +229.71,221.8542,0.011122956,1989.1156,7310000.0,3675.0,456875.0,,114208.0,6.72672e-05,0.1,0.760387 +227.36,222.18582,0.011514428,1989.6711,7320000.0,3679.0,457500.0,,114368.0,6.70112e-05,0.1,0.7482815 +230.01,222.5662,0.007615429,1989.6852,7330000.0,3684.0,458125.0,,114528.0,6.67552e-05,0.1,0.8730384 +220.21,222.81512,0.03738465,1989.6991,7340000.0,3689.0,458750.0,,114656.0,6.65504e-05,0.1,0.80031884 +212.21,222.867,0.017534703,1989.1746,7350000.0,3695.0,459375.0,,114816.0,6.62944e-05,0.1,0.80103505 +211.32,222.96193,0.0072034537,1989.1892,7360000.0,3700.0,460000.0,,114976.0,6.60384e-05,0.1,0.8344202 +206.53,222.97852,0.038156405,1989.2037,7370000.0,3705.0,460625.0,,115136.0,6.57824e-05,0.1,0.7983633 +202.45,222.9234,0.02766682,1989.2184,7380000.0,3710.0,461250.0,,115296.0,6.55264e-05,0.1,0.7786695 +200.49,222.86209,0.029037088,1989.2328,7390000.0,3715.0,461875.0,,115456.0,6.52704e-05,0.1,0.7952862 +203.12,222.87997,0.01766256,1989.7822,7400000.0,3719.0,462500.0,,115616.0,6.50144e-05,0.1,0.7706655 +207.0,222.92319,0.01148119,1989.7959,7410000.0,3724.0,463125.0,,115776.0,6.47584e-05,0.1,0.8269228 +196.9,222.7922,0.02499468,1990.3434,7420000.0,3728.0,463750.0,,115936.0,6.45024e-05,0.1,0.80256283 +195.76,222.6559,-0.0011182001,1990.3563,7430000.0,3733.0,464375.0,,116064.0,6.42976e-05,0.1,0.7857218 +197.87,222.52618,0.025309555,1990.9017,7440000.0,3737.0,465000.0,,116224.0,6.40416e-05,0.1,0.7733563 +192.62,222.28828,0.024537634,1990.3821,7450000.0,3743.0,465625.0,,116384.0,6.37856e-05,0.1,0.7560177 +192.95,222.02158,0.01198951,1990.3949,7460000.0,3748.0,466250.0,,116544.0,6.35296e-05,0.1,0.7982875 +188.25,221.73618,0.010203419,1990.9381,7470000.0,3752.0,466875.0,,116704.0,6.32736e-05,0.1,0.7395272 +193.11,221.55757,0.038241804,1990.9502,7480000.0,3757.0,467500.0,,116864.0,6.30176e-05,0.1,0.7311258 +197.1,221.38217,0.020516086,1990.9623,7490000.0,3762.0,468125.0,,117024.0,6.27616e-05,0.1,0.762355 +196.3,221.2144,0.041537303,1990.9742,7500000.0,3767.0,468750.0,,117184.0,6.25056e-05,0.1,0.74938595 +207.32,221.1552,0.024393592,1991.5142,7510000.0,3771.0,469375.0,,117312.0,6.23008e-05,0.1,0.8246782 +209.89,221.07072,0.0067325314,1992.053,7520000.0,3775.0,470000.0,,117472.0,6.20448e-05,0.1,0.7833897 +206.95,220.99141,0.028352963,1992.0635,7530000.0,3780.0,470625.0,,117632.0,6.17888e-05,0.1,0.78353083 +216.55,221.0388,0.035233397,1992.074,7540000.0,3785.0,471250.0,,117792.0,6.15328e-05,0.1,0.7567587 +224.51,221.0732,0.04719347,1992.6102,7550000.0,3789.0,471875.0,,117952.0,6.12768e-05,0.1,0.7557453 +225.06,221.14731,0.009735396,1992.0948,7560000.0,3795.0,472500.0,,118112.0,6.10208e-05,0.1,0.7993108 +221.55,221.2371,0.02974003,1992.1052,7570000.0,3800.0,473125.0,,118272.0,6.07648e-05,0.1,0.87510204 +218.08,221.23412,0.012494777,1992.1156,7580000.0,3805.0,473750.0,,118432.0,6.05088e-05,0.1,0.78744227 +219.28,221.22711,0.0012906602,1992.126,7590000.0,3810.0,474375.0,,118592.0,6.02528e-05,0.1,0.8229195 +223.8,221.24832,0.016819961,1992.6586,7600000.0,3814.0,475000.0,,118720.0,6.0048e-05,0.1,0.7426317 +225.48,221.30182,0.014966519,1992.6682,7610000.0,3819.0,475625.0,,118880.0,5.9792e-05,0.1,0.78793013 +231.39,221.39001,0.025849558,1992.6779,7620000.0,3824.0,476250.0,,119040.0,5.9536e-05,0.1,0.7839673 +233.49,221.53893,0.024558078,1992.6874,7630000.0,3829.0,476875.0,,119200.0,5.928e-05,0.1,0.74007034 +234.84,221.70892,0.032602213,1993.2168,7640000.0,3833.0,477500.0,,119360.0,5.9024e-05,0.1,0.8114922 +237.9,221.91112,0.014938524,1993.2256,7650000.0,3838.0,478125.0,,119520.0,5.8768e-05,0.1,0.8757434 +228.62,222.00818,-0.002415198,1993.2345,7660000.0,3843.0,478750.0,,119680.0,5.8512e-05,0.1,0.7725222 +227.45,222.07329,0.009492386,1993.7614,7670000.0,3847.0,479375.0,,119840.0,5.8256e-05,0.1,0.82925636 +216.54,222.04297,0.024213225,1993.7695,7680000.0,3852.0,480000.0,,120000.0,5.8e-05,0.1,0.79722464 +213.41,222.02477,0.010589449,1993.7776,7690000.0,3857.0,480625.0,,120128.0,5.77952e-05,0.1,0.7397444 +213.49,222.0226,0.023300463,1993.7856,7700000.0,3862.0,481250.0,,120288.0,5.75392e-05,0.1,0.8000759 +213.38,222.03609,0.01327389,1993.7936,7710000.0,3867.0,481875.0,,120448.0,5.72832e-05,0.1,0.781152 +209.62,222.026,0.01873993,1993.8016,7720000.0,3872.0,482500.0,,120608.0,5.70272e-05,0.1,0.77489007 +206.69,221.99359,0.016835822,1994.3241,7730000.0,3876.0,483125.0,,120768.0,5.67712e-05,0.1,0.7843193 +208.46,221.9001,0.029297378,1994.3313,7740000.0,3881.0,483750.0,,120928.0,5.65152e-05,0.1,0.8186888 +208.63,221.7897,0.033716597,1994.3386,7750000.0,3886.0,484375.0,,121088.0,5.62592e-05,0.1,0.74496126 +213.5,221.72652,-0.00018892717,1994.346,7760000.0,3891.0,485000.0,,121248.0,5.60032e-05,0.1,0.80182445 +218.55,221.76662,0.034277067,1994.8652,7770000.0,3895.0,485625.0,,121376.0,5.57984e-05,0.1,0.7412071 +221.48,221.91643,0.033982325,1994.8718,7780000.0,3900.0,486250.0,,121536.0,5.55424e-05,0.1,0.69528526 +220.68,222.128,0.020589191,1994.8784,7790000.0,3905.0,486875.0,,121696.0,5.52864e-05,0.1,0.74959445 +219.97,222.3589,0.027183142,1994.8849,7800000.0,3910.0,487500.0,,121856.0,5.50304e-05,0.1,0.7288581 +218.18,222.57549,0.03867646,1994.8915,7810000.0,3915.0,488125.0,,122016.0,5.47744e-05,0.1,0.7793977 +219.52,222.7751,0.05969439,1994.898,7820000.0,3920.0,488750.0,,122176.0,5.45184e-05,0.1,0.7497699 +215.0,222.91199,0.024950782,1994.3964,7830000.0,3926.0,489375.0,,122336.0,5.42624e-05,0.1,0.7557818 +218.14,223.08748,0.07702761,1994.4034,7840000.0,3931.0,490000.0,,122496.0,5.40064e-05,0.1,0.70043105 +226.16,223.28801,0.0108161,1994.4105,7850000.0,3936.0,490625.0,,122656.0,5.37504e-05,0.1,0.8626888 +226.88,223.4756,0.016448833,1994.9238,7860000.0,3940.0,491250.0,,122784.0,5.35456e-05,0.1,0.7959712 +229.47,223.6557,0.050372016,1994.9303,7870000.0,3945.0,491875.0,,122944.0,5.32896e-05,0.1,0.75382185 +233.86,223.89081,0.018024242,1994.9368,7880000.0,3950.0,492500.0,,123104.0,5.30336e-05,0.1,0.82580936 +232.46,224.0923,0.017395467,1994.9431,7890000.0,3955.0,493125.0,,123264.0,5.27776e-05,0.1,0.7829414 +229.64,224.2592,0.020047719,1995.4534,7900000.0,3959.0,493750.0,,123424.0,5.25216e-05,0.1,0.77819455 +232.81,224.45111,0.033718962,1995.4591,7910000.0,3964.0,494375.0,,123584.0,5.22656e-05,0.1,0.8317905 +232.21,224.67752,0.05453729,1995.4648,7920000.0,3969.0,495000.0,,123744.0,5.20096e-05,0.1,0.7494437 +234.67,224.9125,0.048599176,1995.4706,7930000.0,3974.0,495625.0,,123904.0,5.17536e-05,0.1,0.79431856 +234.67,225.09502,0.014513218,1995.9779,7940000.0,3978.0,496250.0,,124032.0,5.15488e-05,0.1,0.7536062 +232.06,225.21323,0.024949986,1995.9829,7950000.0,3983.0,496875.0,,124192.0,5.12928e-05,0.1,0.80459356 +229.64,225.25189,-0.00044020836,1995.9879,7960000.0,3988.0,497500.0,,124352.0,5.10368e-05,0.1,0.795941 +226.39,225.1979,0.044241704,1995.993,7970000.0,3993.0,498125.0,,124512.0,5.07808e-05,0.1,0.74913245 +222.22,225.12941,0.019415813,1995.998,7980000.0,3998.0,498750.0,,124672.0,5.05248e-05,0.1,0.8085328 +222.25,225.00462,0.034800548,1996.5017,7990000.0,4002.0,499375.0,,124832.0,5.02688e-05,0.1,0.7276299 +222.43,224.87952,0.0046213637,1996.0079,8000000.0,4008.0,500000.0,,124992.0,5.00128e-05,0.1,0.77287596 +229.77,224.7848,0.050605834,1996.5105,8010000.0,4012.0,500625.0,,125152.0,4.97568e-05,0.1,0.75757354 +230.56,224.741,0.02335296,1996.5148,8020000.0,4017.0,501250.0,,125312.0,4.95008e-05,0.1,0.7707456 +231.22,224.6949,0.029080871,1996.5192,8030000.0,4022.0,501875.0,,125440.0,4.9296e-05,0.1,0.7149509 +233.47,224.6838,0.033328377,1997.0194,8040000.0,4026.0,502500.0,,125600.0,4.904e-05,0.1,0.75411034 +231.19,224.66832,0.012538896,1997.0231,8050000.0,4031.0,503125.0,,125760.0,4.8784e-05,0.1,0.7430614 +238.88,224.7039,0.02983795,1997.0267,8060000.0,4036.0,503750.0,,125920.0,4.8528e-05,0.1,0.76546675 +242.59,224.7127,0.044556182,1997.0304,8070000.0,4041.0,504375.0,,126080.0,4.8272e-05,0.1,0.76129556 +242.51,224.6787,0.019604445,1997.034,8080000.0,4046.0,505000.0,,126240.0,4.8016e-05,0.1,0.75500095 +237.26,224.60881,0.023183394,1997.5309,8090000.0,4050.0,505625.0,,126400.0,4.776e-05,0.1,0.7512187 +239.45,224.50298,0.010570299,1997.5339,8100000.0,4055.0,506250.0,,126560.0,4.7504e-05,0.1,0.7373285 +245.98,224.4328,0.0155529855,1998.029,8110000.0,4059.0,506875.0,,126688.0,4.72992e-05,0.1,0.788718 +240.36,224.3187,0.045569673,1998.0315,8120000.0,4064.0,507500.0,,126848.0,4.70432e-05,0.1,0.68708473 +245.96,224.23611,0.027362276,1998.0339,8130000.0,4069.0,508125.0,,127008.0,4.67872e-05,0.1,0.7721566 +248.46,224.2368,0.019904293,1998.0364,8140000.0,4074.0,508750.0,,127168.0,4.65312e-05,0.1,0.7954698 +253.42,224.34311,0.017201897,1998.5287,8150000.0,4078.0,509375.0,,127328.0,4.62752e-05,0.1,0.7727909 +250.59,224.352,0.04295919,1998.5305,8160000.0,4083.0,510000.0,,127488.0,4.60192e-05,0.1,0.7631036 +257.31,224.38402,0.0008899997,1998.5323,8170000.0,4088.0,510625.0,,127648.0,4.57632e-05,0.1,0.8206778 +252.71,224.38562,0.0151803475,1999.0225,8180000.0,4092.0,511250.0,,127808.0,4.55072e-05,0.1,0.8147476 +251.27,224.41132,0.027144253,1999.0237,8190000.0,4097.0,511875.0,,127968.0,4.52512e-05,0.1,0.8234285 +247.86,224.4248,0.018008081,1999.0249,8200000.0,4102.0,512500.0,,128096.0,4.50464e-05,0.1,0.7773782 +248.82,224.4862,0.017978683,1999.026,8210000.0,4107.0,513125.0,,128256.0,4.47904e-05,0.1,0.7567329 +250.91,224.4961,0.012885538,1999.0272,8220000.0,4112.0,513750.0,,128416.0,4.45344e-05,0.1,0.7472882 +253.75,224.5493,0.02137327,1999.0284,8230000.0,4117.0,514375.0,,128576.0,4.42784e-05,0.1,0.7816493 +251.13,224.67813,0.015320181,1999.5146,8240000.0,4121.0,515000.0,,128736.0,4.40224e-05,0.1,0.74293655 +254.0,224.85944,0.025078805,1999.5153,8250000.0,4126.0,515625.0,,128896.0,4.37664e-05,0.1,0.71198356 +255.9,225.05281,0.024953544,2000.0,8260000.0,4130.0,516250.0,,129056.0,4.35104e-05,0.1,0.75949836 +266.63,225.40033,0.029202385,2000.0,8270000.0,4135.0,516875.0,,129216.0,4.32544e-05,0.1,0.72123075 +268.22,225.75314,0.030845132,2000.4832,8280000.0,4139.0,517500.0,,129344.0,4.30496e-05,0.1,0.70073277 +264.18,226.10014,0.019184198,2000.4827,8290000.0,4144.0,518125.0,,129504.0,4.27936e-05,0.1,0.67514765 +261.86,226.42711,0.030602882,2000.0,8300000.0,4150.0,518750.0,,129664.0,4.25376e-05,0.1,0.75388646 +260.32,226.73322,0.018718453,2000.4814,8310000.0,4154.0,519375.0,,129824.0,4.22816e-05,0.1,0.7828349 +261.84,227.078,0.026778007,2000.4808,8320000.0,4159.0,520000.0,,129984.0,4.20256e-05,0.1,0.7925991 +259.46,227.3725,0.01968756,2000.4803,8330000.0,4164.0,520625.0,,130144.0,4.17696e-05,0.1,0.80318606 +255.86,227.72902,0.019899692,2000.4797,8340000.0,4169.0,521250.0,,130304.0,4.15136e-05,0.1,0.8228364 +257.26,228.1795,0.021180509,2000.4791,8350000.0,4174.0,521875.0,,130464.0,4.12576e-05,0.1,0.7610713 +256.91,228.6354,0.011478845,2000.4786,8360000.0,4179.0,522500.0,,130624.0,4.10016e-05,0.1,0.82139325 +260.07,229.1708,0.06457573,2000.9563,8370000.0,4183.0,523125.0,,130752.0,4.07968e-05,0.1,0.78033805 +254.72,229.69351,0.03799147,2001.433,8380000.0,4187.0,523750.0,,130912.0,4.05408e-05,0.1,0.7927897 +253.21,230.22072,0.007193072,2001.4313,8390000.0,4192.0,524375.0,,131072.0,4.02848e-05,0.1,0.80713505 +255.42,230.74373,0.028151877,2001.4296,8400000.0,4197.0,525000.0,,131232.0,4.00288e-05,0.1,0.77315265 +261.38,231.28752,0.011297756,2001.4279,8410000.0,4202.0,525625.0,,131392.0,3.97728e-05,0.1,0.78723216 +266.43,231.98282,0.017267888,2001.9021,8420000.0,4206.0,526250.0,,131552.0,3.95168e-05,0.1,0.80628103 +265.85,232.68369,0.039731946,2001.8998,8430000.0,4211.0,526875.0,,131712.0,3.92608e-05,0.1,0.7470129 +262.77,233.3327,0.0050070854,2001.8976,8440000.0,4216.0,527500.0,,131872.0,3.90048e-05,0.1,0.8237219 +258.99,233.99638,0.032611486,2002.3696,8450000.0,4220.0,528125.0,,132000.0,3.88e-05,0.1,0.74186635 +258.15,234.64838,0.038778767,2002.3668,8460000.0,4225.0,528750.0,,132160.0,3.8544e-05,0.1,0.73141664 +260.96,235.3755,0.03168135,2002.364,8470000.0,4230.0,529375.0,,132320.0,3.8288e-05,0.1,0.738076 +261.91,236.06352,0.017413327,2002.3613,8480000.0,4235.0,530000.0,,132480.0,3.8032e-05,0.1,0.8057121 +261.07,236.70322,0.02318565,2002.3585,8490000.0,4240.0,530625.0,,132640.0,3.7776e-05,0.1,0.7363334 +267.0,237.4102,0.023952236,2002.3557,8500000.0,4245.0,531250.0,,132800.0,3.752e-05,0.1,0.765185 +261.71,237.9541,0.024159767,2002.3529,8510000.0,4250.0,531875.0,,132960.0,3.7264e-05,0.1,0.7569033 +262.82,238.4834,0.028739132,2002.3502,8520000.0,4255.0,532500.0,,133120.0,3.7008e-05,0.1,0.712343 +266.34,239.0773,0.021194488,2002.3474,8530000.0,4260.0,533125.0,,133280.0,3.6752e-05,0.1,0.7939442 +269.36,239.6054,0.011820099,2002.8142,8540000.0,4264.0,533750.0,,133408.0,3.65472e-05,0.1,0.7928744 +268.75,240.04779,0.018647466,2002.8109,8550000.0,4269.0,534375.0,,133568.0,3.62912e-05,0.1,0.83346677 +270.18,240.49898,0.017404296,2002.8076,8560000.0,4274.0,535000.0,,133728.0,3.60352e-05,0.1,0.7467066 +269.99,240.98338,0.0108408285,2002.8044,8570000.0,4279.0,535625.0,,133888.0,3.57792e-05,0.1,0.82478464 +271.7,241.51959,0.007468434,2002.8011,8580000.0,4284.0,536250.0,,134048.0,3.55232e-05,0.1,0.8154329 +266.98,241.99658,0.022130491,2002.7979,8590000.0,4289.0,536875.0,,134208.0,3.52672e-05,0.1,0.8130431 +267.78,242.43639,0.028947322,2002.7946,8600000.0,4294.0,537500.0,,134368.0,3.50112e-05,0.1,0.77648735 +267.21,242.8537,0.007213726,2002.7914,8610000.0,4299.0,538125.0,,134528.0,3.47552e-05,0.1,0.74744606 +263.16,243.17139,0.0074091447,2003.2535,8620000.0,4303.0,538750.0,,134656.0,3.45504e-05,0.1,0.8696505 +261.15,243.44801,0.008820036,2003.2498,8630000.0,4308.0,539375.0,,134816.0,3.42944e-05,0.1,0.80685997 +256.46,243.66422,0.059059374,2003.246,8640000.0,4313.0,540000.0,,134976.0,3.40384e-05,0.1,0.68352294 +260.5,243.89021,0.015259276,2003.2422,8650000.0,4318.0,540625.0,,135136.0,3.37824e-05,0.1,0.75595224 +259.08,244.19481,0.01621575,2003.2385,8660000.0,4323.0,541250.0,,135296.0,3.35264e-05,0.1,0.8221319 +256.2,244.48228,0.023221929,2003.2347,8670000.0,4328.0,541875.0,,135456.0,3.32704e-05,0.1,0.83211404 +256.65,244.88338,0.015917692,2003.231,8680000.0,4333.0,542500.0,,135616.0,3.30144e-05,0.1,0.7845317 +259.78,245.34709,0.0076423506,2003.2273,8690000.0,4338.0,543125.0,,135776.0,3.27584e-05,0.1,0.8076496 +262.58,245.83798,0.05443789,2002.7625,8700000.0,4344.0,543750.0,,135936.0,3.25024e-05,0.1,0.6582265 +261.31,246.3173,0.02294572,2003.2198,8710000.0,4348.0,544375.0,,136064.0,3.22976e-05,0.1,0.8112953 +259.41,246.81517,0.008626883,2003.2162,8720000.0,4353.0,545000.0,,136224.0,3.20416e-05,0.1,0.7343384 +258.28,247.3311,0.021069434,2003.2125,8730000.0,4358.0,545625.0,,136384.0,3.17856e-05,0.1,0.75371534 +257.57,247.8222,0.0054932125,2003.2089,8740000.0,4363.0,546250.0,,136544.0,3.15296e-05,0.1,0.76015496 +263.64,248.37228,0.040693615,2003.2051,8750000.0,4368.0,546875.0,,136704.0,3.12736e-05,0.1,0.7967787 +261.85,248.85577,0.03088523,2003.6597,8760000.0,4372.0,547500.0,,136864.0,3.10176e-05,0.1,0.7631917 +266.09,249.33119,0.06109512,2003.6555,8770000.0,4377.0,548125.0,,137024.0,3.07616e-05,0.1,0.7926472 +267.61,249.7925,0.02494464,2003.6512,8780000.0,4382.0,548750.0,,137184.0,3.05056e-05,0.1,0.7115077 +271.36,250.29927,0.017351406,2003.6471,8790000.0,4387.0,549375.0,,137312.0,3.03008e-05,0.1,0.7003784 +266.39,250.76347,0.0093292305,2004.0992,8800000.0,4391.0,550000.0,,137472.0,3.00448e-05,0.1,0.784088 +273.31,251.31479,0.090184845,2004.0946,8810000.0,4396.0,550625.0,,137632.0,2.97888e-05,0.1,0.7426767 +278.97,251.90932,0.024372565,2004.09,8820000.0,4401.0,551250.0,,137792.0,2.95328e-05,0.1,0.7482129 +277.08,252.53012,0.023159295,2004.0853,8830000.0,4406.0,551875.0,,137952.0,2.92768e-05,0.1,0.7356833 +274.07,253.08943,0.023720333,2004.0807,8840000.0,4411.0,552500.0,,138112.0,2.90208e-05,0.1,0.77983725 +270.39,253.53172,0.036539532,2004.076,8850000.0,4416.0,553125.0,,138272.0,2.87648e-05,0.1,0.72476226 +275.5,254.01791,0.03185427,2004.0715,8860000.0,4421.0,553750.0,,138432.0,2.85088e-05,0.1,0.71224093 +277.91,254.5023,0.056598842,2004.5198,8870000.0,4425.0,554375.0,,138592.0,2.82528e-05,0.1,0.6911642 +277.37,254.93741,0.03439476,2004.5146,8880000.0,4430.0,555000.0,,138720.0,2.8048e-05,0.1,0.6441457 +277.27,255.38548,0.010732579,2004.5096,8890000.0,4435.0,555625.0,,138880.0,2.7792e-05,0.1,0.73266476 +276.7,255.85608,0.034333076,2004.5045,8900000.0,4440.0,556250.0,,139040.0,2.7536e-05,0.1,0.68881273 +282.61,256.3541,0.051295873,2004.4994,8910000.0,4445.0,556875.0,,139200.0,2.728e-05,0.1,0.72108173 +283.93,256.87128,0.0064823814,2004.4944,8920000.0,4450.0,557500.0,,139360.0,2.7024e-05,0.1,0.747764 +284.94,257.374,0.05691548,2004.4894,8930000.0,4455.0,558125.0,,139520.0,2.6768e-05,0.1,0.77832025 +279.68,257.8241,0.043454163,2004.4843,8940000.0,4460.0,558750.0,,139680.0,2.6512e-05,0.1,0.7539764 +280.47,258.3082,0.016960211,2004.9283,8950000.0,4464.0,559375.0,,139840.0,2.6256e-05,0.1,0.6992676 +280.5,258.8168,0.05700165,2004.9229,8960000.0,4469.0,560000.0,,140000.0,2.6e-05,0.1,0.7541477 +281.59,259.3688,0.013205237,2004.9174,8970000.0,4474.0,560625.0,,140128.0,2.57952e-05,0.1,0.81521094 +278.08,259.92743,0.02342213,2004.9119,8980000.0,4479.0,561250.0,,140288.0,2.55392e-05,0.1,0.790601 +280.06,260.5055,0.02141617,2004.9064,8990000.0,4484.0,561875.0,,140448.0,2.52832e-05,0.1,0.6933795 +281.04,261.0916,0.033011224,2004.9009,9000000.0,4489.0,562500.0,,140608.0,2.50272e-05,0.1,0.70705426 +278.1,261.5749,0.022128524,2004.8954,9010000.0,4494.0,563125.0,,140768.0,2.47712e-05,0.1,0.7709823 +276.79,262.0372,0.027268196,2005.3357,9020000.0,4498.0,563750.0,,140928.0,2.45152e-05,0.1,0.72976094 +281.61,262.54108,0.02982005,2005.3298,9030000.0,4503.0,564375.0,,141088.0,2.42592e-05,0.1,0.72769153 +285.76,263.064,0.04941678,2005.3239,9040000.0,4508.0,565000.0,,141248.0,2.40032e-05,0.1,0.6849617 +285.12,263.60327,0.027687835,2005.318,9050000.0,4513.0,565625.0,,141376.0,2.37984e-05,0.1,0.78651124 +285.3,264.0675,0.06423288,2005.756,9060000.0,4517.0,566250.0,,141536.0,2.35424e-05,0.1,0.7499848 +285.24,264.49402,0.03605704,2005.7496,9070000.0,4522.0,566875.0,,141696.0,2.32864e-05,0.1,0.76396513 +289.24,264.9613,0.05775243,2005.7433,9080000.0,4527.0,567500.0,,141856.0,2.30304e-05,0.1,0.6906837 +284.91,265.4378,0.033511292,2006.1797,9090000.0,4531.0,568125.0,,142016.0,2.27744e-05,0.1,0.7552875 +288.74,265.93073,0.022239003,2006.1729,9100000.0,4536.0,568750.0,,142176.0,2.25184e-05,0.1,0.76183164 +285.01,266.32098,0.03217269,2006.166,9110000.0,4541.0,569375.0,,142336.0,2.22624e-05,0.1,0.7473662 +283.36,266.751,0.020731196,2006.1593,9120000.0,4546.0,570000.0,,142496.0,2.20064e-05,0.1,0.72771895 +291.88,267.2102,0.033227697,2006.5934,9130000.0,4550.0,570625.0,,142656.0,2.17504e-05,0.1,0.7532519 +294.89,267.6745,0.059746064,2006.5862,9140000.0,4555.0,571250.0,,142784.0,2.15456e-05,0.1,0.76178765 +293.64,268.07672,0.038782496,2007.019,9150000.0,4559.0,571875.0,,142944.0,2.12896e-05,0.1,0.7467805 +293.55,268.50632,0.05321874,2007.0114,9160000.0,4564.0,572500.0,,143104.0,2.10336e-05,0.1,0.6672578 +290.64,268.83963,0.041203376,2007.0037,9170000.0,4569.0,573125.0,,143264.0,2.07776e-05,0.1,0.70184195 +292.08,269.2333,0.025628649,2006.9961,9180000.0,4574.0,573750.0,,143424.0,2.05216e-05,0.1,0.71841276 +291.04,269.63098,0.03408753,2006.9884,9190000.0,4579.0,574375.0,,143584.0,2.02656e-05,0.1,0.7243552 +292.61,270.0785,0.039524484,2006.9808,9200000.0,4584.0,575000.0,,143744.0,2.00096e-05,0.1,0.7358775 +298.76,270.57788,0.027569946,2007.4106,9210000.0,4588.0,575625.0,,143904.0,1.97536e-05,0.1,0.74556124 +298.39,271.05267,0.02141719,2007.4026,9220000.0,4593.0,576250.0,,144032.0,1.95488e-05,0.1,0.7628261 +300.81,271.52332,0.072782315,2007.8312,9230000.0,4597.0,576875.0,,144192.0,1.92928e-05,0.1,0.71564305 +298.65,271.9985,0.01980372,2007.3865,9240000.0,4603.0,577500.0,,144352.0,1.90368e-05,0.1,0.709442 +303.48,272.49332,0.031732365,2007.3784,9250000.0,4608.0,578125.0,,144512.0,1.87808e-05,0.1,0.7250443 +303.27,272.96698,0.029956486,2007.8057,9260000.0,4612.0,578750.0,,144672.0,1.85248e-05,0.1,0.67431176 +306.45,273.3652,0.022225734,2007.7972,9270000.0,4617.0,579375.0,,144832.0,1.82688e-05,0.1,0.7442311 +304.13,273.7243,0.059632514,2007.7888,9280000.0,4622.0,580000.0,,144992.0,1.80128e-05,0.1,0.73796546 +308.3,274.1655,0.03031289,2007.7804,9290000.0,4627.0,580625.0,,145152.0,1.77568e-05,0.1,0.7555569 +303.39,274.5808,0.0073008863,2008.2056,9300000.0,4631.0,581250.0,,145312.0,1.75008e-05,0.1,0.7874282 +309.65,275.07413,0.05754715,2008.1968,9310000.0,4636.0,581875.0,,145440.0,1.7296e-05,0.1,0.71145296 +306.09,275.51663,0.024129512,2008.1879,9320000.0,4641.0,582500.0,,145600.0,1.704e-05,0.1,0.78444415 +309.04,276.0124,0.030506006,2008.1791,9330000.0,4646.0,583125.0,,145760.0,1.6784e-05,0.1,0.7186694 +309.36,276.5474,0.04153907,2008.6022,9340000.0,4650.0,583750.0,,145920.0,1.6528e-05,0.1,0.77960896 +309.56,277.0704,0.038321882,2009.0245,9350000.0,4654.0,584375.0,,146080.0,1.6272e-05,0.1,0.7679857 +311.29,277.6142,0.014163237,2009.0148,9360000.0,4659.0,585000.0,,146240.0,1.6016e-05,0.1,0.7537712 +310.52,278.11868,0.020328972,2009.8671,9370000.0,4662.0,585625.0,,146400.0,1.576e-05,0.1,0.77124673 +311.23,278.6838,0.041871883,2010.2872,9380000.0,4666.0,586250.0,,146560.0,1.5504e-05,0.1,0.740888 +310.45,279.2562,0.0031617545,2011.1373,9390000.0,4669.0,586875.0,,146688.0,1.52992e-05,0.1,0.7180139 +308.56,279.7876,0.005690623,2011.1254,9400000.0,4674.0,587500.0,,146848.0,1.50432e-05,0.1,0.6973097 +305.34,280.2272,0.073266014,2011.5433,9410000.0,4678.0,588125.0,,147008.0,1.47872e-05,0.1,0.66776514 +307.97,280.6426,-0.0009811678,2011.9607,9420000.0,4682.0,588750.0,,147168.0,1.45312e-05,0.1,0.78312826 +308.32,281.06732,0.038646966,2012.3773,9430000.0,4686.0,589375.0,,147328.0,1.42752e-05,0.1,0.7326563 +308.0,281.51962,0.024502138,2012.3641,9440000.0,4691.0,590000.0,,147488.0,1.40192e-05,0.1,0.6930108 +308.33,282.013,0.03982195,2012.7795,9450000.0,4695.0,590625.0,,147648.0,1.37632e-05,0.1,0.7460781 +307.87,282.5102,0.010522168,2013.1943,9460000.0,4699.0,591250.0,,147808.0,1.35072e-05,0.1,0.74352026 +301.7,282.91757,0.053546745,2013.6083,9470000.0,4703.0,591875.0,,147968.0,1.32512e-05,0.1,0.66724116 +299.67,283.29517,0.030748073,2014.4496,9480000.0,4706.0,592500.0,,148096.0,1.30464e-05,0.1,0.7197867 +295.52,283.63968,0.038052358,2014.8619,9490000.0,4710.0,593125.0,,148256.0,1.27904e-05,0.1,0.7430182 +299.34,283.9631,0.04856946,2015.2737,9500000.0,4714.0,593750.0,,148416.0,1.25344e-05,0.1,0.74485815 +296.8,284.314,0.008420317,2016.1119,9510000.0,4717.0,594375.0,,148576.0,1.22784e-05,0.1,0.75266266 +292.8,284.6138,0.03297774,2016.522,9520000.0,4721.0,595000.0,,148736.0,1.20224e-05,0.1,0.7179134 +288.04,284.8308,0.03346695,2016.9313,9530000.0,4725.0,595625.0,,148896.0,1.17664e-05,0.1,0.7346604 +288.64,285.02362,0.021519747,2017.3398,9540000.0,4729.0,596250.0,,149056.0,1.15104e-05,0.1,0.7267866 +287.19,285.20804,0.043708783,2018.1742,9550000.0,4732.0,596875.0,,149216.0,1.12544e-05,0.1,0.6635082 +288.52,285.3914,0.028931003,2018.581,9560000.0,4736.0,597500.0,,149344.0,1.10496e-05,0.1,0.724132 +290.14,285.5929,0.04008255,2018.9873,9570000.0,4740.0,598125.0,,149504.0,1.07936e-05,0.1,0.7302213 +290.74,285.7833,0.04905278,2019.393,9580000.0,4744.0,598750.0,,149664.0,1.05376e-05,0.1,0.698445 +296.01,286.0736,0.018087963,2019.7979,9590000.0,4748.0,599375.0,,149824.0,1.02816e-05,0.1,0.7244644 +296.56,286.36142,0.04538249,2020.202,9600000.0,4752.0,600000.0,,149984.0,1.00256e-05,0.1,0.73799276 +301.53,286.70462,0.012560882,2021.0305,9610000.0,4755.0,600625.0,,150144.0,9.7696e-06,0.1,0.69719946 +304.7,287.12,0.04120511,2021.4331,9620000.0,4759.0,601250.0,,150304.0,9.5136e-06,0.1,0.7229119 +298.53,287.49377,0.035734136,2021.835,9630000.0,4763.0,601875.0,,150464.0,9.2576e-06,0.1,0.7078662 +302.54,287.95456,0.020204704,2022.2362,9640000.0,4767.0,602500.0,,150624.0,9.0016e-06,0.1,0.71793103 +301.21,288.3617,0.047260683,2023.0608,9650000.0,4770.0,603125.0,,150752.0,8.7968e-06,0.1,0.6874813 +300.93,288.78018,0.021442851,2023.4604,9660000.0,4774.0,603750.0,,150912.0,8.5408e-06,0.1,0.7148788 +305.25,289.2707,0.02466814,2023.8594,9670000.0,4778.0,604375.0,,151072.0,8.2848e-06,0.1,0.7514858 +297.9,289.68323,0.04446055,2024.2577,9680000.0,4782.0,605000.0,,151232.0,8.0288e-06,0.1,0.7021723 +298.67,290.0721,0.017475137,2024.6553,9690000.0,4786.0,605625.0,,151392.0,7.7728e-06,0.1,0.7180138 +300.69,290.4532,0.038487032,2025.4751,9700000.0,4789.0,606250.0,,151552.0,7.5168e-06,0.1,0.73339444 +308.82,290.9283,0.014363885,2025.8711,9710000.0,4793.0,606875.0,,151712.0,7.2608e-06,0.1,0.7143854 +311.73,291.45148,0.054941405,2026.2664,9720000.0,4797.0,607500.0,,151872.0,7.0048e-06,0.1,0.6447747 +322.36,292.0923,0.037592456,2026.6611,9730000.0,4801.0,608125.0,,152000.0,6.8e-06,0.1,0.74122727 +324.05,292.7571,0.04874533,2026.6334,9740000.0,4806.0,608750.0,,152160.0,6.544e-06,0.1,0.714177 +327.36,293.39432,0.03569141,2027.4485,9750000.0,4809.0,609375.0,,152320.0,6.288e-06,0.1,0.69150317 +326.25,294.0383,0.05033821,2027.8413,9760000.0,4813.0,610000.0,,152480.0,6.032e-06,0.1,0.67257303 +325.49,294.63232,0.02717807,2028.2334,9770000.0,4817.0,610625.0,,152640.0,5.776e-06,0.1,0.7421193 +334.17,295.29788,0.021379204,2029.0457,9780000.0,4820.0,611250.0,,152800.0,5.52e-06,0.1,0.75790334 +329.44,295.87872,0.030251235,2029.4362,9790000.0,4824.0,611875.0,,152960.0,5.264e-06,0.1,0.72301006 +328.9,296.5038,0.04505782,2029.826,9800000.0,4828.0,612500.0,,153120.0,5.008e-06,0.1,0.66498035 +331.19,297.0826,0.012415043,2030.2152,9810000.0,4832.0,613125.0,,153280.0,4.752e-06,0.1,0.8157749 +326.61,297.559,0.017567819,2031.0238,9820000.0,4835.0,613750.0,,153408.0,4.5472e-06,0.1,0.7555052 +327.7,298.0652,0.056477845,2031.4115,9830000.0,4839.0,614375.0,,153568.0,4.2912e-06,0.1,0.73702884 +329.09,298.61536,0.041405626,2032.2181,9840000.0,4842.0,615000.0,,153728.0,4.0352e-06,0.1,0.7507262 +329.65,299.20798,0.022986867,2032.6042,9850000.0,4846.0,615625.0,,153888.0,3.7792e-06,0.1,0.80960786 +324.15,299.6945,0.042174023,2032.9897,9860000.0,4850.0,616250.0,,154048.0,3.5232e-06,0.1,0.76053643 +320.55,300.12094,0.033745855,2033.7936,9870000.0,4853.0,616875.0,,154208.0,3.2672e-06,0.1,0.71094143 +324.58,300.59302,0.030563833,2034.1775,9880000.0,4857.0,617500.0,,154368.0,3.0112e-06,0.1,0.7499596 +326.71,301.08743,0.02712266,2034.5608,9890000.0,4861.0,618125.0,,154528.0,2.7552e-06,0.1,0.6953056 +324.26,301.56302,0.045250718,2035.3618,9900000.0,4864.0,618750.0,,154656.0,2.5504e-06,0.1,0.68499494 +320.81,301.945,0.005628429,2035.7437,9910000.0,4868.0,619375.0,,154816.0,2.2944e-06,0.1,0.6854589 +320.05,302.3062,0.04571903,2036.5428,9920000.0,4871.0,620000.0,,154976.0,2.0384e-06,0.1,0.69481415 +317.6,302.63278,0.020304576,2036.9231,9930000.0,4875.0,620625.0,,155136.0,1.7824e-06,0.1,0.78488463 +319.54,303.0314,0.040020287,2036.8853,9940000.0,4880.0,621250.0,,155296.0,1.5264e-06,0.1,0.74350655 +316.63,303.393,0.052281022,2037.6818,9950000.0,4883.0,621875.0,,155456.0,1.2704e-06,0.1,0.7088117 +316.89,303.7569,0.04909865,2038.0602,9960000.0,4887.0,622500.0,,155616.0,1.0144e-06,0.1,0.7279428 +322.73,304.1683,0.051225815,2038.438,9970000.0,4891.0,623125.0,,155776.0,7.584e-07,0.1,0.7476188 +313.63,304.52383,0.032411758,2039.2317,9980000.0,4894.0,623750.0,,155936.0,5.024e-07,0.1,0.7588744 +312.93,304.8525,0.04174065,2040.4412,9990000.0,4896.0,624375.0,,156064.0,2.976e-07,0.1,0.6970521 +312.98,305.1719,0.048611403,2041.6497,10000000.0,4898.0,625000.0,,156224.0,4.16e-08,0.1,0.6959659 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_df_train.csv b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..786a1c0fd5628a2c805010486c59f8dc33d08744 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_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 +1.8571428,1.8571428,-0.005654249,344.82758,10000.0,29.0,625.0,,128.0,0.0002497952,0.1,1.3507754 +2.034091,1.945617,-0.008591539,571.4286,20000.0,35.0,1250.0,,288.0,0.0002495392,0.1,1.323255 +2.05,1.9804112,-0.010903051,750.0,30000.0,40.0,1875.0,,448.0,0.0002492832,0.1,1.3286614 +1.81,1.9378084,-0.012204986,851.06384,40000.0,47.0,2500.0,,608.0,0.0002490272,0.1,1.298095 +1.85,1.9202467,-0.013061419,943.39624,50000.0,53.0,3125.0,,768.0,0.0002487712,0.1,1.2723728 +2.08,1.9468722,-0.0139984125,1016.94916,60000.0,59.0,3750.0,,928.0,0.0002485152,0.1,1.2829084 +2.05,1.9616048,-0.014439255,1093.75,70000.0,64.0,4375.0,,1088.0,0.0002482592,0.1,1.2289114 +1.87,1.9501543,-0.013052855,1142.8572,80000.0,70.0,5000.0,,1248.0,0.0002480032,0.1,1.2050123 +1.97,1.9523593,-0.012155585,1200.0,90000.0,75.0,5625.0,,1376.0,0.0002477984,0.1,1.1555996 +2.02,1.9591234,-0.012183356,1250.0,100000.0,80.0,6250.0,,1536.0,0.0002475424,0.1,1.0683784 +2.01,1.9637486,-0.01083694,1264.3678,110000.0,87.0,6875.0,,1696.0,0.0002472864,0.1,1.1347096 +2.02,1.9684362,-0.009904752,1290.3226,120000.0,93.0,7500.0,,1856.0,0.0002470304,0.1,1.1114475 +2.29,1.9931719,-0.012872977,1313.1313,130000.0,99.0,8125.0,,2016.0,0.0002467744,0.1,1.1303391 +2.34,2.0179455,-0.014338377,1346.1538,140000.0,104.0,8750.0,,2176.0,0.0002465184,0.1,1.1254091 +2.22,2.0314157,-0.009307483,1363.6364,150000.0,110.0,9375.0,,2336.0,0.0002462624,0.1,1.0627074 +2.18,2.040702,-0.012361161,1391.3043,160000.0,115.0,10000.0,,2496.0,0.0002460064,0.1,1.04931 +2.15,2.0471315,-0.01174102,1404.9586,170000.0,121.0,10625.0,,2656.0,0.0002457504,0.1,0.9789743 +2.22,2.0567353,-0.01373397,1428.5714,180000.0,126.0,11250.0,,2784.0,0.0002455456,0.1,1.0620527 +2.27,2.0679598,-0.014112363,1439.3939,190000.0,132.0,11875.0,,2944.0,0.0002452896,0.1,1.0450805 +2.13,2.0710618,-0.014068369,1438.8489,200000.0,139.0,12500.0,,3104.0,0.0002450336,0.1,1.1424978 +2.19,2.0767255,-0.015601822,1458.3334,210000.0,144.0,13125.0,,3264.0,0.0002447776,0.1,1.1262795 +2.33,2.088238,-0.01658245,1476.51,220000.0,149.0,13750.0,,3424.0,0.0002445216,0.1,1.1287129 +2.31,2.09788,-0.016077114,1483.871,230000.0,155.0,14375.0,,3584.0,0.0002442656,0.1,1.1423516 +2.37,2.109218,-0.014294635,1490.6832,240000.0,161.0,15000.0,,3744.0,0.0002440096,0.1,1.1051968 +2.41,2.1212492,-0.015484169,1488.0952,250000.0,168.0,15625.0,,3904.0,0.0002437536,0.1,1.0472367 +2.34,2.1296628,-0.013484756,1502.8901,260000.0,173.0,16250.0,,4032.0,0.0002435488,0.1,1.0357292 +2.38,2.1389346,-0.015671348,1508.3799,270000.0,179.0,16875.0,,4192.0,0.0002432928,0.1,1.0524836 +2.48,2.1511154,-0.014184881,1513.5135,280000.0,185.0,17500.0,,4352.0,0.0002430368,0.1,1.1159004 +2.57,2.1655598,-0.010967224,1510.4166,290000.0,192.0,18125.0,,4512.0,0.0002427808,0.1,1.0919011 +2.51,2.177041,-0.015777027,1515.1515,300000.0,198.0,18750.0,,4672.0,0.0002425248,0.1,1.0541337 +2.4,2.1842334,-0.014683513,1519.6078,310000.0,204.0,19375.0,,4832.0,0.0002422688,0.1,1.0727592 +2.25,2.1862886,-0.015897725,1531.1005,320000.0,209.0,20000.0,,4992.0,0.0002420128,0.1,0.98497635 +2.12,2.18428,-0.012876767,1542.056,330000.0,214.0,20625.0,,5152.0,0.0002417568,0.1,1.0105144 +2.17,2.1838598,-0.013144153,1545.4546,340000.0,220.0,21250.0,,5312.0,0.0002415008,0.1,1.0091221 +2.49,2.1926067,-0.014209545,1562.5,350000.0,224.0,21875.0,,5440.0,0.000241296,0.1,0.9903704 +2.75,2.2080898,-0.011703094,1565.2174,360000.0,230.0,22500.0,,5600.0,0.00024104,0.1,0.96475446 +2.84,2.2251685,-0.011516485,1567.7966,370000.0,236.0,23125.0,,5760.0,0.000240784,0.1,0.9362 +3.02,2.246085,-0.011534706,1576.7634,380000.0,241.0,23750.0,,5920.0,0.000240528,0.1,0.9359277 +3.11,2.2682366,-0.013685824,1578.9474,390000.0,247.0,24375.0,,6080.0,0.000240272,0.1,0.9447466 +3.06,2.2880309,-0.014793673,1587.3016,400000.0,252.0,25000.0,,6240.0,0.000240016,0.1,0.907063 +3.06,2.3068593,-0.013558401,1589.1473,410000.0,258.0,25625.0,,6400.0,0.00023976,0.1,0.92690164 +3.06,2.3247912,-0.012217047,1596.9581,420000.0,263.0,26250.0,,6560.0,0.000239504,0.1,0.8776132 +3.27,2.3467727,-0.011923391,1604.4777,430000.0,268.0,26875.0,,6688.0,0.0002392992,0.1,0.86815405 +3.92,2.3825278,-0.0064031202,1605.8394,440000.0,274.0,27500.0,,6848.0,0.0002390432,0.1,0.8398644 +4.56,2.430916,-0.011861371,1612.9032,450000.0,279.0,28125.0,,7008.0,0.0002387872,0.1,0.82681525 +5.12,2.4893744,-0.0041718404,1614.035,460000.0,285.0,28750.0,,7168.0,0.0002385312,0.1,0.88178873 +5.24,2.5478983,-0.010277188,1615.1202,470000.0,291.0,29375.0,,7328.0,0.0002382752,0.1,0.9198781 +5.3,2.605234,-0.010750349,1610.7383,480000.0,298.0,30000.0,,7488.0,0.0002380192,0.1,0.8960499 +5.36,2.6614535,-0.010746057,1611.8422,490000.0,304.0,30625.0,,7648.0,0.0002377632,0.1,0.8503491 +5.38,2.7158246,-0.009599588,1618.1229,500000.0,309.0,31250.0,,7808.0,0.0002375072,0.1,0.8126167 +5.47,2.769828,-0.011783618,1619.0476,510000.0,315.0,31875.0,,7968.0,0.0002372512,0.1,0.8260581 +5.59,2.824062,-0.010860655,1625.0,520000.0,320.0,32500.0,,8096.0,0.0002370464,0.1,0.8641938 +6.07,2.8853064,-0.00953083,1625.7668,530000.0,326.0,33125.0,,8256.0,0.0002367904,0.1,0.8577982 +6.45,2.951319,-0.0073414287,1631.4199,540000.0,331.0,33750.0,,8416.0,0.0002365344,0.1,0.80731547 +6.52,3.0162044,-0.0073179547,1632.0475,550000.0,337.0,34375.0,,8576.0,0.0002362784,0.1,0.80016863 +6.79,3.0835934,-0.008466471,1632.6531,560000.0,343.0,35000.0,,8736.0,0.0002360224,0.1,0.82225424 +7.18,3.1554601,-0.008365777,1637.931,570000.0,348.0,35625.0,,8896.0,0.0002357664,0.1,0.8049866 +7.38,3.228297,-0.009525223,1638.4181,580000.0,354.0,36250.0,,9056.0,0.0002355104,0.1,0.80559754 +7.37,3.2984953,-0.010409815,1638.8889,590000.0,360.0,36875.0,,9216.0,0.0002352544,0.1,0.8416642 +7.73,3.3723536,-0.009995962,1643.8356,600000.0,365.0,37500.0,,9344.0,0.0002350496,0.1,0.8150841 +7.58,3.4413314,-0.011503052,1648.6487,610000.0,370.0,38125.0,,9504.0,0.0002347936,0.1,0.8138023 +7.92,3.513568,-0.010972657,1648.9362,620000.0,376.0,38750.0,,9664.0,0.0002345376,0.1,0.7936797 +8.42,3.5914478,-0.009902237,1653.5433,630000.0,381.0,39375.0,,9824.0,0.0002342816,0.1,0.7988822 +8.47,3.6676755,-0.007422586,1653.7468,640000.0,387.0,40000.0,,9984.0,0.0002340256,0.1,0.8276745 +8.88,3.7478652,-0.010273507,1653.944,650000.0,393.0,40625.0,,10144.0,0.0002337696,0.1,0.8237415 +8.74,3.8235037,-0.0102735,1654.1354,660000.0,399.0,41250.0,,10304.0,0.0002335136,0.1,0.79265153 +8.88,3.8989737,-0.009511846,1658.4159,670000.0,404.0,41875.0,,10464.0,0.0002332576,0.1,0.8723544 +8.93,3.9729593,-0.012516656,1658.5366,680000.0,410.0,42500.0,,10624.0,0.0002330016,0.1,0.8840126 +9.55,4.053786,-0.011509056,1662.6506,690000.0,415.0,43125.0,,10752.0,0.0002327968,0.1,0.85312814 +9.52,4.131874,-0.01156803,1662.7079,700000.0,421.0,43750.0,,10912.0,0.0002325408,0.1,0.8216897 +9.88,4.212834,-0.010377264,1662.7634,710000.0,427.0,44375.0,,11072.0,0.0002322848,0.1,0.7992585 +10.29,4.2972393,-0.0132181635,1662.8175,720000.0,433.0,45000.0,,11232.0,0.0002320288,0.1,0.8558828 +10.72,4.3852224,-0.009031275,1666.6666,730000.0,438.0,45625.0,,11392.0,0.0002317728,0.1,0.763474 +10.32,4.465422,-0.010981481,1666.6666,740000.0,444.0,46250.0,,11552.0,0.0002315168,0.1,0.757494 +10.61,4.54735,-0.009772761,1662.9712,750000.0,451.0,46875.0,,11712.0,0.0002312608,0.1,0.77133894 +10.42,4.624622,-0.010635279,1666.6666,760000.0,456.0,47500.0,,11872.0,0.0002310048,0.1,0.7965679 +10.08,4.695471,-0.012763,1666.6666,770000.0,462.0,48125.0,,12000.0,0.0002308,0.1,0.7560551 +10.05,4.764118,-0.010212317,1666.6666,780000.0,468.0,48750.0,,12160.0,0.000230544,0.1,0.8747146 +10.0,4.830395,-0.01137175,1666.6666,790000.0,474.0,49375.0,,12320.0,0.000230288,0.1,0.7497061 +10.4,4.9000154,-0.008235416,1663.2017,800000.0,481.0,50000.0,,12480.0,0.000230032,0.1,0.7967773 +10.59,4.970262,-0.00941915,1663.2444,810000.0,487.0,50625.0,,12640.0,0.000229776,0.1,0.8129769 +10.85,5.041966,-0.012222183,1666.6666,820000.0,492.0,51250.0,,12800.0,0.00022952,0.1,0.7981076 +11.11,5.1150746,-0.0118365865,1663.3267,830000.0,499.0,51875.0,,12960.0,0.000229264,0.1,0.7537234 +11.89,5.195729,-0.010416081,1663.3663,840000.0,505.0,52500.0,,13120.0,0.000229008,0.1,0.7230669 +11.69,5.272132,-0.008025055,1663.405,850000.0,511.0,53125.0,,13280.0,0.000228752,0.1,0.82783914 +11.86,5.348735,-0.011078667,1663.443,860000.0,517.0,53750.0,,13408.0,0.0002285472,0.1,0.75854266 +12.53,5.431278,-0.013089624,1666.6666,870000.0,522.0,54375.0,,13568.0,0.0002282912,0.1,0.75356483 +12.66,5.5134234,-0.012489827,1663.5161,880000.0,529.0,55000.0,,13728.0,0.0002280352,0.1,0.76047015 +12.67,5.5938344,-0.008890055,1663.5514,890000.0,535.0,55625.0,,13888.0,0.0002277792,0.1,0.7460321 +12.92,5.675236,-0.011974321,1666.6666,900000.0,540.0,56250.0,,14048.0,0.0002275232,0.1,0.6948569 +13.41,5.760234,-0.009483518,1666.6666,910000.0,546.0,56875.0,,14208.0,0.0002272672,0.1,0.76036036 +12.98,5.8387094,-0.010367808,1669.6915,920000.0,551.0,57500.0,,14368.0,0.0002270112,0.1,0.7090063 +12.71,5.9125943,-0.0117843365,1669.6589,930000.0,557.0,58125.0,,14528.0,0.0002267552,0.1,0.73072994 +13.17,5.9898005,-0.009910632,1672.5979,940000.0,562.0,58750.0,,14656.0,0.0002265504,0.1,0.76276386 +13.43,6.0681186,-0.008642446,1672.5352,950000.0,568.0,59375.0,,14816.0,0.0002262944,0.1,0.77166367 +13.28,6.143242,-0.010995247,1672.4739,960000.0,574.0,60000.0,,14976.0,0.0002260384,0.1,0.78154516 +13.62,6.2203217,-0.009452426,1675.3022,970000.0,579.0,60625.0,,15136.0,0.0002257824,0.1,0.7960949 +13.97,6.2994,-0.010326428,1675.2136,980000.0,585.0,61250.0,,15296.0,0.0002255264,0.1,0.7378633 +14.2,6.379204,-0.006303861,1677.9661,990000.0,590.0,61875.0,,15456.0,0.0002252704,0.1,0.74698496 +14.18,6.457212,-0.0045955842,1677.8523,1000000.0,596.0,62500.0,,15616.0,0.0002250144,0.1,0.76562375 +14.23,6.5809407,-0.009447189,1680.5325,1010000.0,601.0,63125.0,,15776.0,0.0002247584,0.1,0.7562481 +14.18,6.7023997,-0.010174717,1680.3954,1020000.0,607.0,63750.0,,15936.0,0.0002245024,0.1,0.7495657 +14.67,6.8285995,-0.008493585,1683.0066,1030000.0,612.0,64375.0,,16064.0,0.0002242976,0.1,0.7562165 +15.12,6.961699,-0.013876828,1682.8479,1040000.0,618.0,65000.0,,16224.0,0.0002240416,0.1,0.75559604 +15.95,7.1026998,-0.005551899,1682.6923,1050000.0,624.0,65625.0,,16384.0,0.0002237856,0.1,0.7651393 +15.6,7.2379,-0.008851526,1682.5397,1060000.0,630.0,66250.0,,16544.0,0.0002235296,0.1,0.716881 +15.98,7.3771996,-0.009882855,1682.3899,1070000.0,636.0,66875.0,,16704.0,0.0002232736,0.1,0.65827084 +16.92,7.527699,-0.008742016,1684.8674,1080000.0,641.0,67500.0,,16864.0,0.0002230176,0.1,0.66132545 +17.5,7.683,-0.001472021,1684.6986,1090000.0,647.0,68125.0,,17024.0,0.0002227616,0.1,0.7078306 +17.69,7.8396997,-0.0057145003,1684.533,1100000.0,653.0,68750.0,,17184.0,0.0002225056,0.1,0.7227812 +17.68,7.9964004,-0.011067904,1686.93,1110000.0,658.0,69375.0,,17312.0,0.0002223008,0.1,0.7234195 +17.53,8.151501,-0.009943878,1686.747,1120000.0,664.0,70000.0,,17472.0,0.0002220448,0.1,0.6532384 +17.99,8.3085,-0.00958873,1686.5671,1130000.0,670.0,70625.0,,17632.0,0.0002217888,0.1,0.6843258 +17.21,8.4572,-0.00763901,1686.3905,1140000.0,676.0,71250.0,,17792.0,0.0002215328,0.1,0.65894675 +16.58,8.6008005,-0.005455361,1688.6931,1150000.0,681.0,71875.0,,17952.0,0.0002212768,0.1,0.66013116 +15.94,8.7384,-0.008024297,1688.5007,1160000.0,687.0,72500.0,,18112.0,0.0002210208,0.1,0.62713575 +15.79,8.874801,-0.008406659,1688.3116,1170000.0,693.0,73125.0,,18272.0,0.0002207648,0.1,0.7089247 +15.73,9.009899,-0.0072996477,1690.5444,1180000.0,698.0,73750.0,,18432.0,0.0002205088,0.1,0.6250989 +16.68,9.153999,-0.00818838,1690.341,1190000.0,704.0,74375.0,,18592.0,0.0002202528,0.1,0.6916686 +16.29,9.295599,-0.008794681,1692.5247,1200000.0,709.0,75000.0,,18720.0,0.000220048,0.1,0.6882835 +16.9,9.4427,-0.0076452605,1692.3077,1210000.0,715.0,75625.0,,18880.0,0.000219792,0.1,0.69583124 +17.35,9.592899,-0.010241676,1692.0944,1220000.0,721.0,76250.0,,19040.0,0.000219536,0.1,0.655841 +18.15,9.7513,-0.006570663,1691.8844,1230000.0,727.0,76875.0,,19200.0,0.00021928,0.1,0.6852987 +18.77,9.9153,-0.00830028,1691.678,1240000.0,733.0,77500.0,,19360.0,0.000219024,0.1,0.6658485 +19.36,10.084801,-0.007886916,1693.767,1250000.0,738.0,78125.0,,19520.0,0.000218768,0.1,0.7108831 +19.32,10.2546,-0.009976674,1693.5483,1260000.0,744.0,78750.0,,19680.0,0.000218512,0.1,0.6255522 +19.79,10.4286995,-0.009629859,1693.3334,1270000.0,750.0,79375.0,,19840.0,0.000218256,0.1,0.6869577 +19.5,10.5989,-0.006619081,1695.3643,1280000.0,755.0,80000.0,,20000.0,0.000218,0.1,0.65454894 +19.4,10.7671995,-0.009131135,1697.3684,1290000.0,760.0,80625.0,,20128.0,0.0002177952,0.1,0.6606051 +18.84,10.9305,-0.009807317,1697.1279,1300000.0,766.0,81250.0,,20288.0,0.0002175392,0.1,0.57748604 +18.8,11.0945,-0.0064836023,1696.8912,1310000.0,772.0,81875.0,,20448.0,0.0002172832,0.1,0.6332736 +18.19,11.253901,-0.011437121,1696.6581,1320000.0,778.0,82500.0,,20608.0,0.0002170272,0.1,0.6676967 +17.69,11.409598,-0.007286374,1696.4286,1330000.0,784.0,83125.0,,20768.0,0.0002167712,0.1,0.6326028 +18.0,11.567901,-0.011275622,1696.2025,1340000.0,790.0,83750.0,,20928.0,0.0002165152,0.1,0.6560427 +18.26,11.725598,-0.010513674,1693.8519,1350000.0,797.0,84375.0,,21088.0,0.0002162592,0.1,0.6716731 +18.58,11.883899,-0.0089471,1695.7606,1360000.0,802.0,85000.0,,21248.0,0.0002160032,0.1,0.6868212 +19.03,12.045799,-0.009137174,1695.5446,1370000.0,808.0,85625.0,,21376.0,0.0002157984,0.1,0.6267328 +18.8,12.2036,-0.008828101,1695.3317,1380000.0,814.0,86250.0,,21536.0,0.0002155424,0.1,0.68335724 +19.32,12.365701,-0.010652408,1697.1917,1390000.0,819.0,86875.0,,21696.0,0.0002152864,0.1,0.6639842 +19.36,12.5287,-0.0044346014,1696.9697,1400000.0,825.0,87500.0,,21856.0,0.0002150304,0.1,0.6239524 +20.06,12.698701,-0.009147046,1696.7509,1410000.0,831.0,88125.0,,22016.0,0.0002147744,0.1,0.64350426 +19.83,12.866399,-0.006634922,1698.5646,1420000.0,836.0,88750.0,,22176.0,0.0002145184,0.1,0.6345211 +20.09,13.034599,-0.008257351,1698.3373,1430000.0,842.0,89375.0,,22336.0,0.0002142624,0.1,0.53959423 +20.76,13.203,-0.0073402114,1700.118,1440000.0,847.0,90000.0,,22496.0,0.0002140064,0.1,0.55728805 +21.04,13.367801,-0.006951806,1699.8828,1450000.0,853.0,90625.0,,22656.0,0.0002137504,0.1,0.62060153 +21.43,13.530901,-0.009298328,1701.6317,1460000.0,858.0,91250.0,,22784.0,0.0002135456,0.1,0.65608346 +21.94,13.697901,-0.00856176,1701.3889,1470000.0,864.0,91875.0,,22944.0,0.0002132896,0.1,0.6121592 +22.04,13.865301,-0.009916676,1699.1963,1480000.0,871.0,92500.0,,23104.0,0.0002130336,0.1,0.6304034 +21.92,14.030901,-0.0052969353,1700.9132,1490000.0,876.0,93125.0,,23264.0,0.0002127776,0.1,0.6457864 +22.2,14.1991005,-0.008651229,1700.6803,1500000.0,882.0,93750.0,,23424.0,0.0002125216,0.1,0.71033835 +22.03,14.364701,-0.008971126,1700.4504,1510000.0,888.0,94375.0,,23584.0,0.0002122656,0.1,0.64298505 +21.37,14.5225,-0.0055037537,1702.1277,1520000.0,893.0,95000.0,,23744.0,0.0002120096,0.1,0.6736239 +21.03,14.672101,-0.0102394065,1701.891,1530000.0,899.0,95625.0,,23904.0,0.0002117536,0.1,0.6594732 +21.36,14.821201,-0.009750042,1703.5398,1540000.0,904.0,96250.0,,24032.0,0.0002115488,0.1,0.60913193 +21.18,14.967801,-0.009904878,1705.1705,1550000.0,909.0,96875.0,,24192.0,0.0002112928,0.1,0.5942429 +21.88,15.1187,-0.0073509635,1708.6528,1560000.0,913.0,97500.0,,24352.0,0.0002110368,0.1,0.649297 +22.61,15.273001,-0.007796863,1710.2396,1570000.0,918.0,98125.0,,24512.0,0.0002107808,0.1,0.6766021 +22.1,15.4202,-0.0073631895,1711.8093,1580000.0,923.0,98750.0,,24672.0,0.0002105248,0.1,0.64009833 +23.04,15.5769005,-0.009622548,1715.2103,1590000.0,927.0,99375.0,,24832.0,0.0002102688,0.1,0.61599326 +23.73,15.736899,-0.007300191,1716.7382,1600000.0,932.0,100000.0,,24992.0,0.0002100128,0.1,0.6333389 +24.1,15.9021,-0.0046945275,1718.2498,1610000.0,937.0,100625.0,,25152.0,0.0002097568,0.1,0.65957034 +24.47,16.067598,-0.0058570844,1719.7452,1620000.0,942.0,101250.0,,25312.0,0.0002095008,0.1,0.58615047 +25.2,16.2354,-0.0068039163,1723.0444,1630000.0,946.0,101875.0,,25440.0,0.000209296,0.1,0.61159754 +25.17,16.4024,-0.0072111436,1724.5005,1640000.0,951.0,102500.0,,25600.0,0.00020904,0.1,0.60152894 +24.98,16.5634,-0.0070603467,1725.9414,1650000.0,956.0,103125.0,,25760.0,0.000208784,0.1,0.6721357 +25.35,16.7295,-0.011113784,1727.3673,1660000.0,961.0,103750.0,,25920.0,0.000208528,0.1,0.62883866 +25.86,16.8993,-0.009369058,1728.7784,1670000.0,966.0,104375.0,,26080.0,0.000208272,0.1,0.621327 +25.71,17.067099,-0.0077438294,1728.395,1680000.0,972.0,105000.0,,26240.0,0.000208016,0.1,0.6543873 +25.95,17.231098,-0.0054810075,1731.5574,1690000.0,976.0,105625.0,,26400.0,0.00020776,0.1,0.6860386 +26.58,17.4017,-0.0048022727,1731.1609,1700000.0,982.0,106250.0,,26560.0,0.000207504,0.1,0.663267 +26.56,17.5685,-0.0048887003,1734.2799,1710000.0,986.0,106875.0,,26688.0,0.0002072992,0.1,0.62438357 +26.66,17.7322,-0.0068098637,1735.6206,1720000.0,991.0,107500.0,,26848.0,0.0002070432,0.1,0.66377527 +27.07,17.895699,-0.0068564364,1736.9478,1730000.0,996.0,108125.0,,27008.0,0.0002067872,0.1,0.61754 +27.41,18.0666,-0.009314969,1738.2617,1740000.0,1001.0,108750.0,,27168.0,0.0002065312,0.1,0.56842744 +27.84,18.2389,-0.0077441083,1739.5626,1750000.0,1006.0,109375.0,,27328.0,0.0002062752,0.1,0.6250312 +27.24,18.407099,-0.0053303996,1742.5742,1760000.0,1010.0,110000.0,,27488.0,0.0002060192,0.1,0.62857515 +27.77,18.584002,-0.005673574,1743.8424,1770000.0,1015.0,110625.0,,27648.0,0.0002057632,0.1,0.5917398 +27.74,18.7609,-0.0071564196,1745.098,1780000.0,1020.0,111250.0,,27808.0,0.0002055072,0.1,0.6025455 +27.67,18.937601,-0.01067643,1746.3414,1790000.0,1025.0,111875.0,,27968.0,0.0002052512,0.1,0.57907844 +27.87,19.1123,-0.0062337653,1749.2711,1800000.0,1029.0,112500.0,,28096.0,0.0002050464,0.1,0.61869705 +28.98,19.296202,-0.0026675235,1750.4835,1810000.0,1034.0,113125.0,,28256.0,0.0002047904,0.1,0.66197133 +29.35,19.4812,-0.004945617,1753.3718,1820000.0,1038.0,113750.0,,28416.0,0.0002045344,0.1,0.60318136 +29.42,19.6643,-0.0060537094,1754.5542,1830000.0,1043.0,114375.0,,28576.0,0.0002042784,0.1,0.6230589 +29.96,19.845,-0.004701215,1755.7252,1840000.0,1048.0,115000.0,,28736.0,0.0002040224,0.1,0.60321224 +30.74,20.0355,-0.0065787183,1756.8851,1850000.0,1053.0,115625.0,,28896.0,0.0002037664,0.1,0.59791815 +31.48,20.2317,-0.0048175524,1759.6973,1860000.0,1057.0,116250.0,,29056.0,0.0002035104,0.1,0.5925847 +31.17,20.418098,-0.007851146,1760.8286,1870000.0,1062.0,116875.0,,29216.0,0.0002032544,0.1,0.57401896 +32.08,20.612299,-0.008595575,1763.6023,1880000.0,1066.0,117500.0,,29344.0,0.0002030496,0.1,0.6474558 +32.07,20.806301,-0.004573905,1764.7059,1890000.0,1071.0,118125.0,,29504.0,0.0002027936,0.1,0.5850394 +31.44,20.9915,-0.005572826,1765.7993,1900000.0,1076.0,118750.0,,29664.0,0.0002025376,0.1,0.5547544 +31.49,21.1723,-0.0031275968,1766.8826,1910000.0,1081.0,119375.0,,29824.0,0.0002022816,0.1,0.6138855 +31.43,21.3568,-0.008939075,1767.9558,1920000.0,1086.0,120000.0,,29984.0,0.0002020256,0.1,0.61248255 +31.91,21.5488,-0.009108731,1769.0193,1930000.0,1091.0,120625.0,,30144.0,0.0002017696,0.1,0.62169445 +31.93,21.736399,-0.006655126,1771.6895,1940000.0,1095.0,121250.0,,30304.0,0.0002015136,0.1,0.59057003 +32.12,21.923298,-0.0037093246,1772.7273,1950000.0,1100.0,121875.0,,30464.0,0.0002012576,0.1,0.625938 +32.37,22.114199,-0.007291572,1773.7556,1960000.0,1105.0,122500.0,,30624.0,0.0002010016,0.1,0.5997828 +31.64,22.2944,-0.008212797,1776.3751,1970000.0,1109.0,123125.0,,30752.0,0.0002007968,0.1,0.61596537 +31.85,22.4732,-0.0032220567,1777.3788,1980000.0,1114.0,123750.0,,30912.0,0.0002005408,0.1,0.6558242 +33.29,22.664099,-0.007984681,1778.3735,1990000.0,1119.0,124375.0,,31072.0,0.0002002848,0.1,0.6216042 +33.99,22.8622,-0.0061552385,1779.3594,2000000.0,1124.0,125000.0,,31232.0,0.0002000288,0.1,0.60842764 +34.74,23.067299,-0.0070056203,1780.3365,2010000.0,1129.0,125625.0,,31392.0,0.0001997728,0.1,0.59594053 +34.37,23.2692,-0.006103645,1781.305,2020000.0,1134.0,126250.0,,31552.0,0.0001995168,0.1,0.6266941 +34.3,23.4655,-0.008445444,1782.2651,2030000.0,1139.0,126875.0,,31712.0,0.0001992608,0.1,0.62414354 +33.69,23.651201,-0.008770306,1783.2168,2040000.0,1144.0,127500.0,,31872.0,0.0001990048,0.1,0.6157095 +34.19,23.8336,-0.00686376,1784.1602,2050000.0,1149.0,128125.0,,32000.0,0.0001988,0.1,0.6329452 +35.03,24.0279,-0.004505227,1786.6436,2060000.0,1153.0,128750.0,,32160.0,0.000198544,0.1,0.6055614 +34.97,24.217798,0.0010554863,1787.5648,2070000.0,1158.0,129375.0,,32320.0,0.000198288,0.1,0.6391031 +34.7,24.395597,-0.008677505,1788.478,2080000.0,1163.0,130000.0,,32480.0,0.000198032,0.1,0.61991215 +33.61,24.5567,-0.006245041,1789.3835,2090000.0,1168.0,130625.0,,32640.0,0.000197776,0.1,0.59206843 +33.93,24.719099,-0.009447115,1790.2814,2100000.0,1173.0,131250.0,,32800.0,0.00019752,0.1,0.6011143 +33.79,24.8802,-0.0069543924,1791.1715,2110000.0,1178.0,131875.0,,32960.0,0.000197264,0.1,0.67922163 +34.16,25.046501,-0.004764932,1792.0541,2120000.0,1183.0,132500.0,,33120.0,0.000197008,0.1,0.60777557 +34.84,25.215,-0.0077150487,1792.9293,2130000.0,1188.0,133125.0,,33280.0,0.000196752,0.1,0.59508914 +35.3,25.3959,-0.007904082,1795.302,2140000.0,1192.0,133750.0,,33408.0,0.0001965472,0.1,0.6214075 +35.68,25.586899,-0.00834238,1794.6577,2150000.0,1198.0,134375.0,,33568.0,0.0001962912,0.1,0.6298804 +35.62,25.7837,-0.008232674,1795.5112,2160000.0,1203.0,135000.0,,33728.0,0.0001960352,0.1,0.56668365 +36.04,25.9862,-0.0053379843,1797.846,2170000.0,1207.0,135625.0,,33888.0,0.0001957792,0.1,0.62987554 +36.68,26.195698,-0.005873845,1798.6798,2180000.0,1212.0,136250.0,,34048.0,0.0001955232,0.1,0.6114825 +38.13,26.410198,-0.0061619333,1800.9868,2190000.0,1216.0,136875.0,,34208.0,0.0001952672,0.1,0.57294524 +37.99,26.627197,-0.005454772,1801.8018,2200000.0,1221.0,137500.0,,34368.0,0.0001950112,0.1,0.57630193 +38.54,26.8436,-0.009085065,1802.6101,2210000.0,1226.0,138125.0,,34528.0,0.0001947552,0.1,0.58251 +38.54,27.055498,-0.004324597,1804.878,2220000.0,1230.0,138750.0,,34656.0,0.0001945504,0.1,0.5893606 +39.31,27.267101,-0.0016204207,1805.668,2230000.0,1235.0,139375.0,,34816.0,0.0001942944,0.1,0.5906559 +39.25,27.471899,-0.0006662287,1804.996,2240000.0,1241.0,140000.0,,34976.0,0.0001940384,0.1,0.5894015 +39.08,27.669102,-0.005442675,1805.7784,2250000.0,1246.0,140625.0,,35136.0,0.0001937824,0.1,0.5352311 +41.71,27.893,0.029101234,1805.1118,2260000.0,1252.0,141250.0,,35296.0,0.0001935264,0.1,0.601756 +41.83,28.113401,-0.0045550326,1807.3248,2270000.0,1256.0,141875.0,,35456.0,0.0001932704,0.1,0.51756895 +42.79,28.346302,-0.010764209,1808.0889,2280000.0,1261.0,142500.0,,35616.0,0.0001930144,0.1,0.5657293 +42.8,28.5803,-0.00568724,1808.8468,2290000.0,1266.0,143125.0,,35776.0,0.0001927584,0.1,0.61191714 +43.01,28.822002,-0.0019533073,1809.5988,2300000.0,1271.0,143750.0,,35936.0,0.0001925024,0.1,0.5861674 +43.96,29.0736,-0.0046619955,1811.7646,2310000.0,1275.0,144375.0,,36064.0,0.0001922976,0.1,0.58896637 +44.02,29.3319,-0.0057365666,1811.0851,2320000.0,1281.0,145000.0,,36224.0,0.0001920416,0.1,0.49472332 +43.85,29.5935,-0.004050928,1811.8196,2330000.0,1286.0,145625.0,,36384.0,0.0001917856,0.1,0.5586666 +44.61,29.859602,-0.0047854753,1813.9535,2340000.0,1290.0,146250.0,,36544.0,0.0001915296,0.1,0.6012566 +44.57,30.122705,-0.0022704103,1813.2716,2350000.0,1296.0,146875.0,,36704.0,0.0001912736,0.1,0.61302364 +44.75,30.384405,-0.0037598102,1813.9893,2360000.0,1301.0,147500.0,,36864.0,0.0001910176,0.1,0.6112752 +44.0,30.634102,-0.0018365807,1816.0919,2370000.0,1305.0,148125.0,,37024.0,0.0001907616,0.1,0.5732237 +43.38,30.8799,-0.008748761,1816.794,2380000.0,1310.0,148750.0,,37184.0,0.0001905056,0.1,0.5024603 +44.23,31.129,-0.005421254,1818.8737,2390000.0,1314.0,149375.0,,37312.0,0.0001903008,0.1,0.5897959 +45.09,31.386301,-0.006964824,1819.5603,2400000.0,1319.0,150000.0,,37472.0,0.0001900448,0.1,0.5431894 +45.36,31.639301,-0.00090731884,1820.2417,2410000.0,1324.0,150625.0,,37632.0,0.0001897888,0.1,0.5318233 +46.1,31.902002,-0.006502109,1820.918,2420000.0,1329.0,151250.0,,37792.0,0.0001895328,0.1,0.5332586 +45.4,32.1551,-0.0019712888,1820.2247,2430000.0,1335.0,151875.0,,37952.0,0.0001892768,0.1,0.56164813 +47.14,32.4189,-0.0062190588,1820.8955,2440000.0,1340.0,152500.0,,38112.0,0.0001890208,0.1,0.5254548 +47.06,32.6791,-0.002701351,1821.5613,2450000.0,1345.0,153125.0,,38272.0,0.0001887648,0.1,0.5968957 +48.49,32.949696,4.03311e-05,1822.2222,2460000.0,1350.0,153750.0,,38432.0,0.0001885088,0.1,0.6378717 +48.2,33.2123,-0.0016984771,1822.8782,2470000.0,1355.0,154375.0,,38592.0,0.0001882528,0.1,0.56868804 +47.33,33.4652,-0.0061951387,1823.5294,2480000.0,1360.0,155000.0,,38720.0,0.000188048,0.1,0.57263005 +46.78,33.713802,-0.0060792565,1824.1758,2490000.0,1365.0,155625.0,,38880.0,0.000187792,0.1,0.6368568 +46.06,33.952404,-0.0096367365,1824.8175,2500000.0,1370.0,156250.0,,39040.0,0.000187536,0.1,0.6002915 +46.67,34.198803,-0.0069131013,1825.4546,2510000.0,1375.0,156875.0,,39200.0,0.00018728,0.1,0.61283255 +47.03,34.4554,-0.006590546,1827.4111,2520000.0,1379.0,157500.0,,39360.0,0.000187024,0.1,0.626472 +48.08,34.725903,-0.0022014887,1828.0347,2530000.0,1384.0,158125.0,,39520.0,0.000186768,0.1,0.58591336 +48.12,34.9935,-0.0019605982,1828.6537,2540000.0,1389.0,158750.0,,39680.0,0.000186512,0.1,0.5779549 +47.08,35.252502,-0.0026042594,1829.2683,2550000.0,1394.0,159375.0,,39840.0,0.000186256,0.1,0.5391513 +47.49,35.508602,-0.0056474814,1829.8785,2560000.0,1399.0,160000.0,,40000.0,0.000186,0.1,0.54059297 +46.33,35.745804,-0.004040259,1831.7891,2570000.0,1403.0,160625.0,,40128.0,0.0001857952,0.1,0.5663188 +47.36,35.9984,-0.0074548703,1832.3864,2580000.0,1408.0,161250.0,,40288.0,0.0001855392,0.1,0.5580491 +48.64,36.254402,-0.0076112007,1832.9795,2590000.0,1413.0,161875.0,,40448.0,0.0001852832,0.1,0.51350194 +50.28,36.5199,-0.006643442,1832.2762,2600000.0,1419.0,162500.0,,40608.0,0.0001850272,0.1,0.50600404 +50.15,36.780403,-0.010067942,1832.8651,2610000.0,1424.0,163125.0,,40768.0,0.0001847712,0.1,0.5266348 +51.6,37.0517,-0.0059148977,1832.1678,2620000.0,1430.0,163750.0,,40928.0,0.0001845152,0.1,0.5260368 +51.18,37.3115,-0.0065027243,1832.7526,2630000.0,1435.0,164375.0,,41088.0,0.0001842592,0.1,0.57523954 +51.63,37.5761,-0.005153344,1833.3334,2640000.0,1440.0,165000.0,,41248.0,0.0001840032,0.1,0.5402735 +50.86,37.834904,-0.0044797594,1835.18,2650000.0,1444.0,165625.0,,41376.0,0.0001837984,0.1,0.5912074 +51.59,38.0973,-0.0017850928,1835.7488,2660000.0,1449.0,166250.0,,41536.0,0.0001835424,0.1,0.50205886 +52.1,38.359703,-0.004684886,1836.3136,2670000.0,1454.0,166875.0,,41696.0,0.0001832864,0.1,0.56231624 +53.17,38.6343,-0.006555705,1836.8745,2680000.0,1459.0,167500.0,,41856.0,0.0001830304,0.1,0.5643739 +54.08,38.915604,-0.0025345655,1837.4316,2690000.0,1464.0,168125.0,,42016.0,0.0001827744,0.1,0.59940577 +54.65,39.1963,-0.00028014212,1839.237,2700000.0,1468.0,168750.0,,42176.0,0.0001825184,0.1,0.57572305 +53.74,39.468098,-0.005907841,1839.7827,2710000.0,1473.0,169375.0,,42336.0,0.0001822624,0.1,0.5884612 +53.89,39.7404,-0.0034216265,1840.3247,2720000.0,1478.0,170000.0,,42496.0,0.0001820064,0.1,0.585346 +53.97,40.009396,-0.0060499324,1840.8632,2730000.0,1483.0,170625.0,,42656.0,0.0001817504,0.1,0.58506197 +53.32,40.268497,-0.004823283,1842.6362,2740000.0,1487.0,171250.0,,42784.0,0.0001815456,0.1,0.57966584 +54.98,40.5399,0.025371326,1843.1636,2750000.0,1492.0,171875.0,,42944.0,0.0001812896,0.1,0.6149646 +54.97,40.8172,-0.0075774654,1843.6874,2760000.0,1497.0,172500.0,,43104.0,0.0001810336,0.1,0.5681709 +55.64,41.095898,-0.005558363,1845.4364,2770000.0,1501.0,173125.0,,43264.0,0.0001807776,0.1,0.5800675 +54.88,41.367294,-0.00050371944,1845.9496,2780000.0,1506.0,173750.0,,43424.0,0.0001805216,0.1,0.62310076 +55.44,41.644997,-0.0037633781,1846.4594,2790000.0,1511.0,174375.0,,43584.0,0.0001802656,0.1,0.5877869 +53.84,41.904697,0.002522496,1848.1848,2800000.0,1515.0,175000.0,,43744.0,0.0001800096,0.1,0.6638843 +52.62,42.141098,-0.0026931076,1848.6842,2810000.0,1520.0,175625.0,,43904.0,0.0001797536,0.1,0.59751713 +52.28,42.370396,-0.0054799956,1850.3937,2820000.0,1524.0,176250.0,,44032.0,0.0001795488,0.1,0.6133189 +52.66,42.602802,-0.005999886,1849.6732,2830000.0,1530.0,176875.0,,44192.0,0.0001792928,0.1,0.6685236 +52.34,42.826595,-0.0018289778,1850.1628,2840000.0,1535.0,177500.0,,44352.0,0.0001790368,0.1,0.5750407 +52.38,43.043,-0.005749362,1850.6493,2850000.0,1540.0,178125.0,,44512.0,0.0001787808,0.1,0.6463958 +53.35,43.261703,-0.0011910903,1851.1327,2860000.0,1545.0,178750.0,,44672.0,0.0001785248,0.1,0.5950788 +51.11,43.461098,-0.0065097027,1852.8082,2870000.0,1549.0,179375.0,,44832.0,0.0001782688,0.1,0.6427535 +50.47,43.645,-0.007031954,1852.0901,2880000.0,1555.0,180000.0,,44992.0,0.0001780128,0.1,0.60940355 +51.22,43.836502,-0.0044189435,1852.5641,2890000.0,1560.0,180625.0,,45152.0,0.0001777568,0.1,0.6007228 +52.59,44.048004,-0.0014050563,1854.22,2900000.0,1564.0,181250.0,,45312.0,0.0001775008,0.1,0.58393073 +53.59,44.269005,-0.001089815,1854.6846,2910000.0,1569.0,181875.0,,45440.0,0.000177296,0.1,0.58319795 +54.59,44.5006,-0.0058395797,1856.3254,2920000.0,1573.0,182500.0,,45600.0,0.00017704,0.1,0.5671631 +55.88,44.74029,-0.002689294,1856.7808,2930000.0,1578.0,183125.0,,45760.0,0.000176784,0.1,0.5618673 +56.62,44.987198,0.0022221466,1857.2332,2940000.0,1583.0,183750.0,,45920.0,0.000176528,0.1,0.578321 +55.54,45.221397,0.0003708619,1857.6826,2950000.0,1588.0,184375.0,,46080.0,0.000176272,0.1,0.60712886 +55.4,45.451706,-0.0017175074,1858.1293,2960000.0,1593.0,185000.0,,46240.0,0.000176016,0.1,0.5223668 +54.75,45.682796,-0.0018343194,1859.737,2970000.0,1597.0,185625.0,,46400.0,0.00017576,0.1,0.5894942 +54.66,45.910904,0.0006567702,1860.1748,2980000.0,1602.0,186250.0,,46560.0,0.000175504,0.1,0.5849502 +56.72,46.145206,-0.0048329425,1861.7683,2990000.0,1606.0,186875.0,,46688.0,0.0001752992,0.1,0.58215874 +56.57,46.371006,-0.0026048957,1862.1974,3000000.0,1611.0,187500.0,,46848.0,0.0001750432,0.1,0.53445673 +57.74,46.601006,-0.00497177,1861.4718,3010000.0,1617.0,188125.0,,47008.0,0.0001747872,0.1,0.56731266 +57.39,46.831207,-0.005222668,1863.0475,3020000.0,1621.0,188750.0,,47168.0,0.0001745312,0.1,0.57542694 +57.19,47.060104,-0.0079603335,1862.3232,3030000.0,1627.0,189375.0,,47328.0,0.0001742752,0.1,0.5982456 +57.18,47.295006,-0.0044450345,1862.7451,3040000.0,1632.0,190000.0,,47488.0,0.0001740192,0.1,0.564534 +57.55,47.5286,-0.0020365845,1864.3032,3050000.0,1636.0,190625.0,,47648.0,0.0001737632,0.1,0.5816184 +58.07,47.759,-0.00641716,1864.7167,3060000.0,1641.0,191250.0,,47808.0,0.0001735072,0.1,0.6090534 +59.02,47.999496,-0.0079193385,1865.1276,3070000.0,1646.0,191875.0,,47968.0,0.0001732512,0.1,0.57364726 +61.17,48.2642,-0.0032308227,1866.6666,3080000.0,1650.0,192500.0,,48096.0,0.0001730464,0.1,0.61350334 +61.99,48.547997,0.00017592224,1868.1984,3090000.0,1654.0,193125.0,,48256.0,0.0001727904,0.1,0.55758965 +63.74,48.846107,-0.0051411875,1868.5956,3100000.0,1659.0,193750.0,,48416.0,0.0001725344,0.1,0.5810735 +66.82,49.176403,-0.005408411,1868.9904,3110000.0,1664.0,194375.0,,48576.0,0.0001722784,0.1,0.5829685 +66.66,49.501408,-0.004213608,1869.3828,3120000.0,1669.0,195000.0,,48736.0,0.0001720224,0.1,0.56104535 +67.96,49.832603,-0.0025982019,1870.8906,3130000.0,1673.0,195625.0,,48896.0,0.0001717664,0.1,0.5691675 +68.15,50.1611,-0.007421787,1871.2753,3140000.0,1678.0,196250.0,,49056.0,0.0001715104,0.1,0.60047126 +67.23,50.4766,0.0022298452,1871.6577,3150000.0,1683.0,196875.0,,49216.0,0.0001712544,0.1,0.6285174 +68.25,50.802902,-0.00053867797,1873.1476,3160000.0,1687.0,197500.0,,49344.0,0.0001710496,0.1,0.58137023 +68.87,51.131203,-0.004826002,1873.5225,3170000.0,1692.0,198125.0,,49504.0,0.0001707936,0.1,0.51504827 +69.67,51.461098,0.0018572089,1873.8951,3180000.0,1697.0,198750.0,,49664.0,0.0001705376,0.1,0.5790099 +69.27,51.7725,0.0028193076,1874.2656,3190000.0,1702.0,199375.0,,49824.0,0.0001702816,0.1,0.5564568 +69.45,52.087105,-0.0025210395,1875.7327,3200000.0,1706.0,200000.0,,49984.0,0.0001700256,0.1,0.5657122 +69.73,52.399002,-0.006476849,1876.0958,3210000.0,1711.0,200625.0,,50144.0,0.0001697696,0.1,0.6328824 +71.8,52.7316,-0.00076551357,1876.4569,3220000.0,1716.0,201250.0,,50304.0,0.0001695136,0.1,0.6043613 +71.96,53.0581,-0.004850978,1876.8158,3230000.0,1721.0,201875.0,,50464.0,0.0001692576,0.1,0.5902014 +72.09,53.386494,-0.0029956165,1877.1726,3240000.0,1726.0,202500.0,,50624.0,0.0001690016,0.1,0.6402657 +72.86,53.724293,-0.0008190792,1878.6127,3250000.0,1730.0,203125.0,,50752.0,0.0001687968,0.1,0.6088754 +72.81,54.035294,0.002492542,1878.9625,3260000.0,1735.0,203750.0,,50912.0,0.0001685408,0.1,0.55948496 +72.57,54.342697,-0.010922696,1878.231,3270000.0,1741.0,204375.0,,51072.0,0.0001682848,0.1,0.5924064 +75.43,54.669098,0.015198272,1878.5796,3280000.0,1746.0,205000.0,,51232.0,0.0001680288,0.1,0.5498785 +75.12,54.9923,-0.0046189795,1878.9263,3290000.0,1751.0,205625.0,,51392.0,0.0001677728,0.1,0.59944475 +75.11,55.313297,-0.00041318606,1879.2711,3300000.0,1756.0,206250.0,,51552.0,0.0001675168,0.1,0.57080853 +77.19,55.6456,0.012552508,1879.6139,3310000.0,1761.0,206875.0,,51712.0,0.0001672608,0.1,0.5615253 +78.35,55.988903,-0.007118138,1879.9547,3320000.0,1766.0,207500.0,,51872.0,0.0001670048,0.1,0.5884619 +79.57,56.346092,0.0015821351,1881.356,3330000.0,1770.0,208125.0,,52000.0,0.0001668,0.1,0.57171154 +79.18,56.691795,-8.6932094e-05,1882.7509,3340000.0,1774.0,208750.0,,52160.0,0.000166544,0.1,0.5728414 +76.58,57.011898,-0.004012446,1883.0803,3350000.0,1779.0,209375.0,,52320.0,0.000166288,0.1,0.5346898 +73.67,57.301094,0.0024839297,1883.4081,3360000.0,1784.0,210000.0,,52480.0,0.000166032,0.1,0.6253238 +73.99,57.601,-0.008420699,1883.7339,3370000.0,1789.0,210625.0,,52640.0,0.000165776,0.1,0.59787935 +74.62,57.9134,-0.0023817925,1884.058,3380000.0,1794.0,211250.0,,52800.0,0.00016552,0.1,0.6485591 +73.91,58.210205,-0.0034182963,1885.4282,3390000.0,1798.0,211875.0,,52960.0,0.000165264,0.1,0.5881475 +74.73,58.506603,-0.001047544,1885.746,3400000.0,1803.0,212500.0,,53120.0,0.000165008,0.1,0.6457492 +76.34,58.816402,0.0029395344,1886.0619,3410000.0,1808.0,213125.0,,53280.0,0.000164752,0.1,0.65781987 +76.31,59.118496,-0.0046708756,1886.3762,3420000.0,1813.0,213750.0,,53408.0,0.0001645472,0.1,0.61080325 +77.42,59.4387,-0.005127869,1887.727,3430000.0,1817.0,214375.0,,53568.0,0.0001642912,0.1,0.6405176 +76.32,59.7305,-0.0002876065,1886.9995,3440000.0,1823.0,215000.0,,53728.0,0.0001640352,0.1,0.63474464 +73.62,59.996098,-0.0045840493,1887.3086,3450000.0,1828.0,215625.0,,53888.0,0.0001637792,0.1,0.65907025 +74.41,60.2553,-0.0076711252,1888.6462,3460000.0,1832.0,216250.0,,54048.0,0.0001635232,0.1,0.63625526 +76.65,60.5398,0.00061086,1888.9493,3470000.0,1837.0,216875.0,,54208.0,0.0001632672,0.1,0.616939 +77.05,60.836998,-0.00021511779,1889.2509,3480000.0,1842.0,217500.0,,54368.0,0.0001630112,0.1,0.6169476 +77.91,61.148296,0.0015651443,1890.5742,3490000.0,1846.0,218125.0,,54528.0,0.0001627552,0.1,0.66771436 +77.81,61.465797,-0.006062314,1891.8918,3500000.0,1850.0,218750.0,,54656.0,0.0001625504,0.1,0.6502837 +77.65,61.775597,-0.008237324,1892.1832,3510000.0,1855.0,219375.0,,54816.0,0.0001622944,0.1,0.6323162 +77.0,62.075302,-0.004919619,1892.4731,3520000.0,1860.0,220000.0,,54976.0,0.0001620384,0.1,0.54282653 +79.1,62.3855,0.01923867,1892.7614,3530000.0,1865.0,220625.0,,55136.0,0.0001617824,0.1,0.6182395 +77.51,62.679394,0.0025058934,1893.0481,3540000.0,1870.0,221250.0,,55296.0,0.0001615264,0.1,0.64369357 +81.29,63.0215,0.01687835,1894.3436,3550000.0,1874.0,221875.0,,55456.0,0.0001612704,0.1,0.6468705 +82.26,63.369194,0.00030450395,1894.6248,3560000.0,1879.0,222500.0,,55616.0,0.0001610144,0.1,0.63193184 +81.45,63.7204,0.0006015416,1894.9044,3570000.0,1884.0,223125.0,,55776.0,0.0001607584,0.1,0.62580717 +83.43,64.0811,0.0046655,1896.1864,3580000.0,1888.0,223750.0,,55936.0,0.0001605024,0.1,0.63387877 +83.2,64.426704,0.0026245483,1896.4607,3590000.0,1893.0,224375.0,,56064.0,0.0001602976,0.1,0.6851915 +83.2,64.755905,-0.0064943996,1896.7334,3600000.0,1898.0,225000.0,,56224.0,0.0001600416,0.1,0.64565945 +83.76,65.092,0.0019324196,1897.0048,3610000.0,1903.0,225625.0,,56384.0,0.0001597856,0.1,0.6805473 +84.37,65.4197,-0.0036634344,1897.2747,3620000.0,1908.0,226250.0,,56544.0,0.0001595296,0.1,0.6122503 +86.83,65.7762,0.011216729,1898.5355,3630000.0,1912.0,226875.0,,56704.0,0.0001592736,0.1,0.6465651 +90.8,66.1679,0.002846783,1898.8002,3640000.0,1917.0,227500.0,,56864.0,0.0001590176,0.1,0.68754715 +92.14,66.580696,0.0018398184,1899.0635,3650000.0,1922.0,228125.0,,57024.0,0.0001587616,0.1,0.6758511 +91.48,66.9796,-0.00043286954,1900.3115,3660000.0,1926.0,228750.0,,57184.0,0.0001585056,0.1,0.6185933 +90.14,67.36,0.0046194685,1901.5544,3670000.0,1930.0,229375.0,,57312.0,0.0001583008,0.1,0.65183306 +86.63,67.6946,-0.0062597645,1901.8088,3680000.0,1935.0,230000.0,,57472.0,0.0001580448,0.1,0.6420929 +83.29,67.9867,0.011071767,1902.0619,3690000.0,1940.0,230625.0,,57632.0,0.0001577888,0.1,0.7166371 +86.03,68.3005,-0.0006638596,1901.336,3700000.0,1946.0,231250.0,,57792.0,0.0001575328,0.1,0.64966583 +85.18,68.6149,-0.0038533267,1901.589,3710000.0,1951.0,231875.0,,57952.0,0.0001572768,0.1,0.6207427 +84.53,68.921295,-0.0029804064,1901.8405,3720000.0,1956.0,232500.0,,58112.0,0.0001570208,0.1,0.59627795 +86.68,69.2484,0.0061734766,1902.0908,3730000.0,1961.0,233125.0,,58272.0,0.0001567648,0.1,0.6390668 +87.52,69.5904,-0.0038615686,1902.3397,3740000.0,1966.0,233750.0,,58432.0,0.0001565088,0.1,0.6109184 +86.39,69.9045,0.0054185283,1903.5533,3750000.0,1970.0,234375.0,,58592.0,0.0001562528,0.1,0.64270306 +84.28,70.1976,-0.0055736685,1904.762,3760000.0,1974.0,235000.0,,58720.0,0.000156048,0.1,0.64589864 +79.31,70.4343,-0.00578108,1905.0026,3770000.0,1979.0,235625.0,,58880.0,0.000155792,0.1,0.6205891 +79.28,70.6783,0.00584556,1905.242,3780000.0,1984.0,236250.0,,59040.0,0.000155536,0.1,0.6357952 +81.36,70.93749,0.0015683263,1905.4801,3790000.0,1989.0,236875.0,,59200.0,0.00015528,0.1,0.6480423 +84.04,71.239494,0.00033891946,1906.6733,3800000.0,1993.0,237500.0,,59360.0,0.000155024,0.1,0.57122606 +84.33,71.5566,-0.0063237846,1906.9069,3810000.0,1998.0,238125.0,,59520.0,0.000154768,0.1,0.6175164 +86.07,71.8945,-0.005527096,1907.1393,3820000.0,2003.0,238750.0,,59680.0,0.000154512,0.1,0.58589643 +89.23,72.2602,0.0007225162,1907.3705,3830000.0,2008.0,239375.0,,59840.0,0.000154256,0.1,0.60180515 +88.96,72.626396,-0.006837624,1908.5487,3840000.0,2012.0,240000.0,,60000.0,0.000154,0.1,0.60827285 +87.71,72.979706,-0.00222238,1908.7754,3850000.0,2017.0,240625.0,,60128.0,0.0001537952,0.1,0.5561346 +92.59,73.37209,0.00078273384,1909.001,3860000.0,2022.0,241250.0,,60288.0,0.0001535392,0.1,0.60846823 +95.89,73.8199,0.008792797,1909.2255,3870000.0,2027.0,241875.0,,60448.0,0.0001532832,0.1,0.6277199 +96.51,74.2803,-0.00019276951,1909.4489,3880000.0,2032.0,242500.0,,60608.0,0.0001530272,0.1,0.60964733 +101.08,74.7789,0.022740101,1910.609,3890000.0,2036.0,243125.0,,60768.0,0.0001527712,0.1,0.58862084 +104.78,75.3008,0.005754201,1910.828,3900000.0,2041.0,243750.0,,60928.0,0.0001525152,0.1,0.63353294 +102.92,75.7941,0.0035095732,1911.0459,3910000.0,2046.0,244375.0,,61088.0,0.0001522592,0.1,0.64480543 +105.16,76.2998,0.0023975365,1912.1951,3920000.0,2050.0,245000.0,,61248.0,0.0001520032,0.1,0.65813965 +103.43,76.7753,-0.0014212161,1912.4088,3930000.0,2055.0,245625.0,,61376.0,0.0001517984,0.1,0.63370776 +102.87,77.2378,0.0005526694,1913.5503,3940000.0,2059.0,246250.0,,61536.0,0.0001515424,0.1,0.61524713 +102.57,77.7081,-0.006686488,1913.7596,3950000.0,2064.0,246875.0,,61696.0,0.0001512864,0.1,0.6008166 +100.8,78.1621,0.009570515,1914.8937,3960000.0,2068.0,247500.0,,61856.0,0.0001510304,0.1,0.6460502 +103.88,78.6534,0.0057244734,1915.0989,3970000.0,2073.0,248125.0,,62016.0,0.0001507744,0.1,0.6181616 +107.55,79.1823,0.0007645961,1915.3032,3980000.0,2078.0,248750.0,,62176.0,0.0001505184,0.1,0.66783524 +108.25,79.6976,-0.0009155587,1915.5065,3990000.0,2083.0,249375.0,,62336.0,0.0001502624,0.1,0.6359533 +103.62,80.1681,-0.0033531222,1915.7089,4000000.0,2088.0,250000.0,,62496.0,0.0001500064,0.1,0.6223351 +100.79,80.5986,-0.006406729,1916.826,4010000.0,2092.0,250625.0,,62656.0,0.0001497504,0.1,0.6630676 +98.57,81.0104,0.010261864,1917.0243,4020000.0,2097.0,251250.0,,62784.0,0.0001495456,0.1,0.6385648 +94.99,81.388405,0.0020411531,1918.1343,4030000.0,2101.0,251875.0,,62944.0,0.0001492896,0.1,0.5819075 +97.96,81.7962,-0.00061947067,1918.3286,4040000.0,2106.0,252500.0,,63104.0,0.0001490336,0.1,0.65261817 +100.23,82.223,0.026424225,1918.522,4050000.0,2111.0,253125.0,,63264.0,0.0001487776,0.1,0.6543571 +103.51,82.6774,0.00478519,1918.7146,4060000.0,2116.0,253750.0,,63424.0,0.0001485216,0.1,0.6476313 +105.56,83.14279,-0.007448409,1918.9061,4070000.0,2121.0,254375.0,,63584.0,0.0001482656,0.1,0.6173655 +106.19,83.592995,-0.00041336392,1920.0,4080000.0,2125.0,255000.0,,63744.0,0.0001480096,0.1,0.68187493 +107.88,84.0519,-0.0074625215,1920.1877,4090000.0,2130.0,255625.0,,63904.0,0.0001477536,0.1,0.6790466 +112.05,84.535,0.020377124,1921.2747,4100000.0,2134.0,256250.0,,64032.0,0.0001475488,0.1,0.64351285 +113.3,84.999794,0.0059054606,1921.4586,4110000.0,2139.0,256875.0,,64192.0,0.0001472928,0.1,0.67365927 +109.06,85.42379,0.004726266,1921.6418,4120000.0,2144.0,257500.0,,64352.0,0.0001470368,0.1,0.6211991 +107.16,85.81579,0.0049053486,1921.8241,4130000.0,2149.0,258125.0,,64512.0,0.0001467808,0.1,0.6141037 +114.13,86.2756,0.009681019,1922.8983,4140000.0,2153.0,258750.0,,64672.0,0.0001465248,0.1,0.6477005 +114.58,86.74909,0.012734309,1923.0769,4150000.0,2158.0,259375.0,,64832.0,0.0001462688,0.1,0.71172076 +115.27,87.2193,0.00388138,1924.1443,4160000.0,2162.0,260000.0,,64992.0,0.0001460128,0.1,0.6643177 +116.87,87.699295,0.0019616142,1924.3193,4170000.0,2167.0,260625.0,,65152.0,0.0001457568,0.1,0.7122655 +114.36,88.146194,-0.0050337827,1923.6079,4180000.0,2173.0,261250.0,,65312.0,0.0001455008,0.1,0.6817907 +113.67,88.590195,0.0023005642,1924.667,4190000.0,2177.0,261875.0,,65440.0,0.000145296,0.1,0.6912084 +108.52,88.980896,0.013387822,1924.8396,4200000.0,2182.0,262500.0,,65600.0,0.00014504,0.1,0.6292217 +109.05,89.3741,0.0004953217,1925.0115,4210000.0,2187.0,263125.0,,65760.0,0.000144784,0.1,0.6892535 +107.91,89.7352,0.002710313,1925.1825,4220000.0,2192.0,263750.0,,65920.0,0.000144528,0.1,0.6564767 +108.98,90.1054,0.009884681,1925.3528,4230000.0,2197.0,264375.0,,66080.0,0.000144272,0.1,0.6576284 +104.42,90.4287,0.005884993,1926.3971,4240000.0,2201.0,265000.0,,66240.0,0.000144016,0.1,0.69782376 +101.06,90.7107,0.002167645,1925.691,4250000.0,2207.0,265625.0,,66400.0,0.00014376,0.1,0.7135968 +101.05,90.9931,0.009950233,1925.859,4260000.0,2212.0,266250.0,,66560.0,0.000143504,0.1,0.73404455 +102.72,91.2946,-0.0038516088,1926.8953,4270000.0,2216.0,266875.0,,66688.0,0.0001432992,0.1,0.6901655 +98.19,91.522194,0.015125023,1927.0599,4280000.0,2221.0,267500.0,,66848.0,0.0001430432,0.1,0.73880947 +102.48,91.79581,0.009787633,1927.2238,4290000.0,2226.0,268125.0,,67008.0,0.0001427872,0.1,0.7176225 +102.61,92.07081,0.006721499,1927.3868,4300000.0,2231.0,268750.0,,67168.0,0.0001425312,0.1,0.68034667 +104.63,92.34521,0.00045487838,1928.4116,4310000.0,2235.0,269375.0,,67328.0,0.0001422752,0.1,0.75214726 +106.0,92.62171,0.001961442,1928.5714,4320000.0,2240.0,270000.0,,67488.0,0.0001420192,0.1,0.7304661 +107.19,92.89791,0.0011261668,1929.59,4330000.0,2244.0,270625.0,,67648.0,0.0001417632,0.1,0.7370006 +107.38,93.1799,0.003575236,1929.7466,4340000.0,2249.0,271250.0,,67808.0,0.0001415072,0.1,0.7227254 +105.95,93.4736,0.0069272383,1929.9023,4350000.0,2254.0,271875.0,,67968.0,0.0001412512,0.1,0.7051505 +109.76,93.8345,0.009411815,1930.0575,4360000.0,2259.0,272500.0,,68096.0,0.0001410464,0.1,0.6963343 +108.24,94.177,0.030118138,1931.065,4370000.0,2263.0,273125.0,,68256.0,0.0001407904,0.1,0.6609405 +109.42,94.525,0.0013827987,1931.2169,4380000.0,2268.0,273750.0,,68416.0,0.0001405344,0.1,0.6745808 +114.08,94.9267,0.002806956,1931.3683,4390000.0,2273.0,274375.0,,68576.0,0.0001402784,0.1,0.6760685 +116.58,95.34519,0.010309921,1932.3672,4400000.0,2277.0,275000.0,,68736.0,0.0001400224,0.1,0.6623385 +118.39,95.76569,-9.307871e-06,1932.5154,4410000.0,2282.0,275625.0,,68896.0,0.0001397664,0.1,0.68015534 +118.36,96.1862,-0.00017621694,1932.6628,4420000.0,2287.0,276250.0,,69056.0,0.0001395104,0.1,0.68614143 +114.18,96.55379,0.017286554,1933.6534,4430000.0,2291.0,276875.0,,69216.0,0.0001392544,0.1,0.5923339 +116.32,96.9538,0.0009642439,1933.7979,4440000.0,2296.0,277500.0,,69344.0,0.0001390496,0.1,0.7324169 +110.0,97.3176,0.0064023333,1933.9418,4450000.0,2301.0,278125.0,,69504.0,0.0001387936,0.1,0.67632043 +112.41,97.6976,0.015232108,1934.9241,4460000.0,2305.0,278750.0,,69664.0,0.0001385376,0.1,0.70452976 +115.63,98.087395,0.0042058215,1935.065,4470000.0,2310.0,279375.0,,69824.0,0.0001382816,0.1,0.7477112 +113.01,98.447,0.001375909,1935.2052,4480000.0,2315.0,280000.0,,69984.0,0.0001380256,0.1,0.7236023 +114.81,98.815994,0.0029502981,1935.3448,4490000.0,2320.0,280625.0,,70144.0,0.0001377696,0.1,0.68655217 +116.6,99.20389,0.009116205,1935.4839,4500000.0,2325.0,281250.0,,70304.0,0.0001375136,0.1,0.64004374 +119.28,99.620186,0.013515725,1935.6223,4510000.0,2330.0,281875.0,,70464.0,0.0001372576,0.1,0.7209177 +120.7,100.0572,0.012774531,1935.7601,4520000.0,2335.0,282500.0,,70624.0,0.0001370016,0.1,0.69878936 +120.3,100.4692,0.011750337,1936.7251,4530000.0,2339.0,283125.0,,70752.0,0.0001367968,0.1,0.7040497 +116.95,100.8636,0.008050531,1937.6868,4540000.0,2343.0,283750.0,,70912.0,0.0001365408,0.1,0.6538917 +115.1,101.2017,0.01199893,1937.8195,4550000.0,2348.0,284375.0,,71072.0,0.0001362848,0.1,0.6791307 +119.26,101.5717,0.017152963,1937.9515,4560000.0,2353.0,285000.0,,71232.0,0.0001360288,0.1,0.6718143 +122.06,101.97779,0.004615599,1938.0831,4570000.0,2358.0,285625.0,,71392.0,0.0001357728,0.1,0.7315211 +117.14,102.31488,0.0030005067,1939.0347,4580000.0,2362.0,286250.0,,71552.0,0.0001355168,0.1,0.6755702 +117.74,102.66029,0.020662017,1939.1635,4590000.0,2367.0,286875.0,,71712.0,0.0001352608,0.1,0.6383246 +115.44,102.982704,-0.0065834066,1939.2917,4600000.0,2372.0,287500.0,,71872.0,0.0001350048,0.1,0.72511816 +120.26,103.347694,0.0007255616,1939.4194,4610000.0,2377.0,288125.0,,72000.0,0.0001348,0.1,0.7133609 +123.11,103.735115,0.0023867274,1939.5466,4620000.0,2382.0,288750.0,,72160.0,0.000134544,0.1,0.6346126 +126.92,104.135994,0.0004255267,1939.6732,4630000.0,2387.0,289375.0,,72320.0,0.000134288,0.1,0.63094026 +128.25,104.510506,0.01893465,1939.7993,4640000.0,2392.0,290000.0,,72480.0,0.000134032,0.1,0.634983 +128.99,104.879005,0.016238408,1939.9249,4650000.0,2397.0,290625.0,,72640.0,0.000133776,0.1,0.69612694 +130.68,105.271,0.012313938,1940.858,4660000.0,2401.0,291250.0,,72800.0,0.00013352,0.1,0.679232 +126.27,105.632286,0.0045963395,1940.9808,4670000.0,2406.0,291875.0,,72960.0,0.000133264,0.1,0.70777416 +127.04,106.0364,-0.008252001,1941.9087,4680000.0,2410.0,292500.0,,73120.0,0.000133008,0.1,0.7249557 +129.82,106.501686,0.014797512,1941.2252,4690000.0,2416.0,293125.0,,73280.0,0.000132752,0.1,0.65627444 +131.09,106.95229,0.010226284,1942.1488,4700000.0,2420.0,293750.0,,73408.0,0.0001325472,0.1,0.7066274 +131.06,107.411095,-0.0029997355,1942.2681,4710000.0,2425.0,294375.0,,73568.0,0.0001322912,0.1,0.6967855 +129.34,107.85919,0.009842142,1942.3868,4720000.0,2430.0,295000.0,,73728.0,0.0001320352,0.1,0.67069185 +137.58,108.368195,0.009677604,1943.3032,4730000.0,2434.0,295625.0,,73888.0,0.0001317792,0.1,0.67715347 +143.61,108.9291,0.023588168,1943.4194,4740000.0,2439.0,296250.0,,74048.0,0.0001315232,0.1,0.72905517 +145.08,109.51601,0.0107535925,1943.5352,4750000.0,2444.0,296875.0,,74208.0,0.0001312672,0.1,0.6893283 +148.0,110.15321,0.0093188565,1943.6505,4760000.0,2449.0,297500.0,,74368.0,0.0001310112,0.1,0.6921331 +150.1,110.86111,0.02280797,1943.7653,4770000.0,2454.0,298125.0,,74528.0,0.0001307552,0.1,0.7297679 +149.6,111.5643,0.00997577,1944.6704,4780000.0,2458.0,298750.0,,74656.0,0.0001305504,0.1,0.72523886 +149.66,112.24729,0.0063853166,1945.5728,4790000.0,2462.0,299375.0,,74816.0,0.0001302944,0.1,0.70760393 +149.58,112.902695,0.014209995,1945.683,4800000.0,2467.0,300000.0,,74976.0,0.0001300384,0.1,0.66321564 +154.8,113.60739,0.029914755,1945.7928,4810000.0,2472.0,300625.0,,75136.0,0.0001297824,0.1,0.62394273 +154.98,114.29649,0.027255982,1945.1171,4820000.0,2478.0,301250.0,,75296.0,0.0001295264,0.1,0.69284606 +157.83,114.9825,0.015299285,1946.0112,4830000.0,2482.0,301875.0,,75456.0,0.0001292704,0.1,0.6671569 +154.09,115.6338,0.016965097,1946.1199,4840000.0,2487.0,302500.0,,75616.0,0.0001290144,0.1,0.60552675 +157.54,116.3321,0.008534832,1946.2279,4850000.0,2492.0,303125.0,,75776.0,0.0001287584,0.1,0.6305418 +161.47,117.0209,0.0023963025,1946.3356,4860000.0,2497.0,303750.0,,75936.0,0.0001285024,0.1,0.7035866 +165.04,117.712395,0.020840634,1947.2211,4870000.0,2501.0,304375.0,,76064.0,0.0001282976,0.1,0.63311803 +172.34,118.470695,0.038959283,1947.3264,4880000.0,2506.0,305000.0,,76224.0,0.0001280416,0.1,0.68405336 +171.81,119.177986,-0.0050444957,1947.4313,4890000.0,2511.0,305625.0,,76384.0,0.0001277856,0.1,0.6977993 +170.06,119.83079,0.013294898,1947.5358,4900000.0,2516.0,306250.0,,76544.0,0.0001275296,0.1,0.69187826 +169.7,120.49858,0.0058266167,1947.6398,4910000.0,2521.0,306875.0,,76704.0,0.0001272736,0.1,0.66879475 +167.84,121.12539,0.031559072,1947.7434,4920000.0,2526.0,307500.0,,76864.0,0.0001270176,0.1,0.6777687 +167.94,121.7705,0.010061442,1947.8467,4930000.0,2531.0,308125.0,,77024.0,0.0001267616,0.1,0.597687 +168.13,122.423096,0.03606009,1948.7179,4940000.0,2535.0,308750.0,,77184.0,0.0001265056,0.1,0.70072615 +174.25,123.1399,0.010371857,1948.8188,4950000.0,2540.0,309375.0,,77312.0,0.0001263008,0.1,0.71638954 +170.18,123.833694,-0.0032049979,1948.9194,4960000.0,2545.0,310000.0,,77472.0,0.0001260448,0.1,0.7004313 +167.18,124.46669,0.016771346,1949.0197,4970000.0,2550.0,310625.0,,77632.0,0.0001257888,0.1,0.6333767 +172.48,125.116,0.0121549405,1949.8826,4980000.0,2554.0,311250.0,,77792.0,0.0001255328,0.1,0.69094265 +169.6,125.72949,0.042654525,1949.9805,4990000.0,2559.0,311875.0,,77952.0,0.0001252768,0.1,0.6601416 +175.14,126.444695,0.011146498,1950.078,5000000.0,2564.0,312500.0,,78112.0,0.0001250208,0.1,0.6641082 +178.16,127.2184,0.00096290256,1950.9346,5010000.0,2568.0,313125.0,,78272.0,0.0001247648,0.1,0.6274942 +178.0,128.0127,0.02729089,1951.0299,5020000.0,2573.0,313750.0,,78432.0,0.0001245088,0.1,0.6877667 +175.89,128.82169,0.020818485,1950.3684,5030000.0,2579.0,314375.0,,78592.0,0.0001242528,0.1,0.6667783 +176.02,129.6023,0.007770475,1950.4644,5040000.0,2584.0,315000.0,,78720.0,0.000124048,0.1,0.6395861 +174.76,130.3476,0.021564558,1950.56,5050000.0,2589.0,315625.0,,78880.0,0.000123792,0.1,0.5825418 +178.23,131.09479,0.02101673,1950.6554,5060000.0,2594.0,316250.0,,79040.0,0.000123536,0.1,0.6578201 +175.88,131.79799,0.018150907,1950.7502,5070000.0,2599.0,316875.0,,79200.0,0.00012328,0.1,0.7079289 +175.71,132.49321,0.007994021,1950.096,5080000.0,2605.0,317500.0,,79360.0,0.000123024,0.1,0.6624043 +174.26,133.157,0.01555746,1950.9391,5090000.0,2609.0,318125.0,,79520.0,0.000122768,0.1,0.5977453 +176.32,133.7997,0.019853132,1951.033,5100000.0,2614.0,318750.0,,79680.0,0.000122512,0.1,0.67205954 +172.97,134.3964,0.033013586,1951.1263,5110000.0,2619.0,319375.0,,79840.0,0.000122256,0.1,0.66539884 +172.1,135.0268,0.0019812891,1951.2195,5120000.0,2624.0,320000.0,,80000.0,0.000122,0.1,0.60266155 +174.35,135.69868,0.012829964,1952.0548,5130000.0,2628.0,320625.0,,80128.0,0.0001217952,0.1,0.60851777 +171.14,136.26878,0.018454466,1952.1459,5140000.0,2633.0,321250.0,,80288.0,0.0001215392,0.1,0.6399358 +167.65,136.7995,-0.0043888553,1952.9768,5150000.0,2637.0,321875.0,,80448.0,0.0001212832,0.1,0.61812913 +165.16,137.2984,0.012175503,1953.0659,5160000.0,2642.0,322500.0,,80608.0,0.0001210272,0.1,0.6616478 +171.06,137.84029,0.010980743,1953.1545,5170000.0,2647.0,323125.0,,80768.0,0.0001207712,0.1,0.6274729 +165.89,138.35559,0.011475263,1953.2428,5180000.0,2652.0,323750.0,,80928.0,0.0001205152,0.1,0.6343303 +165.3,138.87189,0.010987569,1953.3308,5190000.0,2657.0,324375.0,,81088.0,0.0001202592,0.1,0.6009247 +167.5,139.46169,0.02855667,1954.1526,5200000.0,2661.0,325000.0,,81248.0,0.0001200032,0.1,0.62174916 +165.52,140.02638,-0.0007580546,1954.2385,5210000.0,2666.0,325625.0,,81376.0,0.0001197984,0.1,0.61309254 +163.94,140.5867,0.018696796,1954.3242,5220000.0,2671.0,326250.0,,81536.0,0.0001195424,0.1,0.61418724 +161.68,141.1137,0.005677438,1955.1401,5230000.0,2675.0,326875.0,,81696.0,0.0001192864,0.1,0.6260691 +162.83,141.6978,0.0022066713,1955.2239,5240000.0,2680.0,327500.0,,81856.0,0.0001190304,0.1,0.6143677 +167.39,142.3611,0.0024841144,1955.3073,5250000.0,2685.0,328125.0,,82016.0,0.0001187744,0.1,0.5575559 +175.48,143.10541,0.018371174,1955.3904,5260000.0,2690.0,328750.0,,82176.0,0.0001185184,0.1,0.65944564 +168.53,143.7635,-0.006983602,1955.4731,5270000.0,2695.0,329375.0,,82336.0,0.0001182624,0.1,0.72032994 +166.27,144.44429,0.0045568547,1955.5555,5280000.0,2700.0,330000.0,,82496.0,0.0001180064,0.1,0.68594784 +163.35,145.053,-0.006079567,1955.6377,5290000.0,2705.0,330625.0,,82656.0,0.0001177504,0.1,0.6631088 +166.03,145.6872,0.04413798,1956.4415,5300000.0,2709.0,331250.0,,82784.0,0.0001175456,0.1,0.5730338 +168.15,146.32239,0.0072751916,1956.5217,5310000.0,2714.0,331875.0,,82944.0,0.0001172896,0.1,0.62743217 +171.33,146.97571,0.0024039107,1956.6017,5320000.0,2719.0,332500.0,,83104.0,0.0001170336,0.1,0.6649438 +169.28,147.59662,0.00015427772,1956.6814,5330000.0,2724.0,333125.0,,83264.0,0.0001167776,0.1,0.6770983 +169.13,148.2141,0.035583004,1956.7607,5340000.0,2729.0,333750.0,,83424.0,0.0001165216,0.1,0.6860231 +166.82,148.82281,0.008715778,1956.8398,5350000.0,2734.0,334375.0,,83584.0,0.0001162656,0.1,0.6568493 +166.27,149.3879,-0.0039437306,1956.9186,5360000.0,2739.0,335000.0,,83744.0,0.0001160096,0.1,0.7731137 +159.03,149.8958,0.007501169,1957.7106,5370000.0,2743.0,335625.0,,83904.0,0.0001157536,0.1,0.72053576 +159.44,150.39601,0.003939474,1957.7875,5380000.0,2748.0,336250.0,,84032.0,0.0001155488,0.1,0.78872037 +152.17,150.7769,0.009196706,1958.5756,5390000.0,2752.0,336875.0,,84192.0,0.0001152928,0.1,0.6975591 +157.26,151.18372,0.0030845897,1958.6508,5400000.0,2757.0,337500.0,,84352.0,0.0001150368,0.1,0.67855364 +149.74,151.4972,-0.001197774,1958.7256,5410000.0,2762.0,338125.0,,84512.0,0.0001147808,0.1,0.75555784 +148.16,151.7952,0.010617018,1959.5083,5420000.0,2766.0,338750.0,,84672.0,0.0001145248,0.1,0.7107257 +142.18,152.0752,0.024359971,1959.5814,5430000.0,2771.0,339375.0,,84832.0,0.0001142688,0.1,0.7026733 +145.73,152.3693,-0.003479134,1959.6542,5440000.0,2776.0,340000.0,,84992.0,0.0001140128,0.1,0.70894897 +144.58,152.7151,-0.00088094675,1960.4316,5450000.0,2780.0,340625.0,,85152.0,0.0001137568,0.1,0.7381002 +144.58,153.0368,0.015657099,1961.2069,5460000.0,2784.0,341250.0,,85312.0,0.0001135008,0.1,0.6909312 +143.9,153.3195,0.006592068,1961.2765,5470000.0,2789.0,341875.0,,85440.0,0.000113296,0.1,0.6582808 +144.49,153.63431,0.012395605,1961.3457,5480000.0,2794.0,342500.0,,85600.0,0.00011304,0.1,0.61058664 +143.35,153.9197,0.01919843,1961.4148,5490000.0,2799.0,343125.0,,85760.0,0.000112784,0.1,0.55192244 +141.42,154.16791,-0.0028008155,1961.4836,5500000.0,2804.0,343750.0,,85920.0,0.000112528,0.1,0.61981475 +142.97,154.40479,0.011533493,1962.2507,5510000.0,2808.0,344375.0,,86080.0,0.000112272,0.1,0.6714515 +142.58,154.6236,0.004028457,1962.3179,5520000.0,2813.0,345000.0,,86240.0,0.000112016,0.1,0.6691009 +140.37,154.8243,0.01806782,1963.0813,5530000.0,2817.0,345625.0,,86400.0,0.00011176,0.1,0.7171737 +142.58,155.08061,0.0023437254,1963.1467,5540000.0,2822.0,346250.0,,86560.0,0.000111504,0.1,0.5602474 +144.68,155.3764,0.0074826144,1963.2119,5550000.0,2827.0,346875.0,,86688.0,0.0001112992,0.1,0.65837544 +143.39,155.61769,0.010163585,1963.2769,5560000.0,2832.0,347500.0,,86848.0,0.0001110432,0.1,0.57998633 +146.47,155.8618,-0.0045269704,1963.3416,5570000.0,2837.0,348125.0,,87008.0,0.0001107872,0.1,0.6287721 +147.8,156.1684,0.021527944,1963.406,5580000.0,2842.0,348750.0,,87168.0,0.0001105312,0.1,0.6034024 +152.26,156.51358,0.033476416,1964.1603,5590000.0,2846.0,349375.0,,87328.0,0.0001102752,0.1,0.6000499 +153.4,156.8932,0.009832673,1964.223,5600000.0,2851.0,350000.0,,87488.0,0.0001100192,0.1,0.63091093 +153.82,157.2288,0.037287183,1964.2858,5610000.0,2856.0,350625.0,,87648.0,0.0001097632,0.1,0.66860974 +159.31,157.5908,0.0048793787,1964.3481,5620000.0,2861.0,351250.0,,87808.0,0.0001095072,0.1,0.7255645 +162.07,157.9423,0.052436706,1965.096,5630000.0,2865.0,351875.0,,87968.0,0.0001092512,0.1,0.6594399 +166.15,158.3213,0.011493075,1965.1567,5640000.0,2870.0,352500.0,,88096.0,0.0001090464,0.1,0.71220064 +165.63,158.6877,0.012109812,1965.9011,5650000.0,2874.0,353125.0,,88256.0,0.0001087904,0.1,0.64943767 +168.27,159.0636,-0.0004931391,1965.9604,5660000.0,2879.0,353750.0,,88416.0,0.0001085344,0.1,0.68420476 +165.61,159.457,-0.004815621,1965.338,5670000.0,2885.0,354375.0,,88576.0,0.0001082784,0.1,0.6654885 +167.41,159.8607,0.016628794,1965.398,5680000.0,2890.0,355000.0,,88736.0,0.0001080224,0.1,0.6240433 +168.05,160.243,-0.0012016131,1965.4576,5690000.0,2895.0,355625.0,,88896.0,0.0001077664,0.1,0.67287374 +176.39,160.696,0.0064603277,1965.5172,5700000.0,2900.0,356250.0,,89056.0,0.0001075104,0.1,0.71224946 +174.15,161.12689,0.024096336,1965.5765,5710000.0,2905.0,356875.0,,89216.0,0.0001072544,0.1,0.6899917 +174.88,161.58229,0.02206991,1965.6357,5720000.0,2910.0,357500.0,,89344.0,0.0001070496,0.1,0.69079334 +176.61,161.97261,0.014264832,1965.6947,5730000.0,2915.0,358125.0,,89504.0,0.0001067936,0.1,0.7078247 +180.08,162.33731,0.023777906,1965.0804,5740000.0,2921.0,358750.0,,89664.0,0.0001065376,0.1,0.6835344 +177.99,162.66641,0.012945989,1965.1401,5750000.0,2926.0,359375.0,,89824.0,0.0001062816,0.1,0.73063576 +171.55,162.90192,0.0019089684,1965.1996,5760000.0,2931.0,360000.0,,89984.0,0.0001060256,0.1,0.72050667 +174.06,163.14151,0.015940001,1965.9285,5770000.0,2935.0,360625.0,,90144.0,0.0001057696,0.1,0.7160021 +171.32,163.3587,-0.0020719245,1965.9865,5780000.0,2940.0,361250.0,,90304.0,0.0001055136,0.1,0.6858027 +167.67,163.5388,0.023779647,1966.0442,5790000.0,2945.0,361875.0,,90464.0,0.0001052576,0.1,0.66903853 +168.37,163.72672,0.021267863,1965.4354,5800000.0,2951.0,362500.0,,90624.0,0.0001050016,0.1,0.6301173 +175.4,163.93271,-0.0037929714,1966.159,5810000.0,2955.0,363125.0,,90752.0,0.0001047968,0.1,0.6814066 +179.29,164.1758,0.008302618,1966.8807,5820000.0,2959.0,363750.0,,90912.0,0.0001045408,0.1,0.6863162 +184.41,164.4416,0.009881245,1966.9365,5830000.0,2964.0,364375.0,,91072.0,0.0001042848,0.1,0.70308095 +185.48,164.75551,0.018091008,1966.9923,5840000.0,2969.0,365000.0,,91232.0,0.0001040288,0.1,0.65065956 +185.71,165.0372,0.033374675,1967.0477,5850000.0,2974.0,365625.0,,91392.0,0.0001037728,0.1,0.57136637 +185.43,165.27681,0.019467527,1967.103,5860000.0,2979.0,366250.0,,91552.0,0.0001035168,0.1,0.6148807 +186.54,165.49179,0.011751755,1967.1582,5870000.0,2984.0,366875.0,,91712.0,0.0001032608,0.1,0.73501176 +185.95,165.62788,0.0038678688,1967.2131,5880000.0,2989.0,367500.0,,91872.0,0.0001030048,0.1,0.65751255 +185.96,165.7694,0.023576275,1967.2678,5890000.0,2994.0,368125.0,,92000.0,0.0001028,0.1,0.6787957 +184.53,165.91411,0.012511852,1967.3224,5900000.0,2999.0,368750.0,,92160.0,0.000102544,0.1,0.7237053 +182.08,166.03789,0.023039635,1967.3768,5910000.0,3004.0,369375.0,,92320.0,0.000102288,0.1,0.67573714 +183.93,166.19879,0.008082383,1967.431,5920000.0,3009.0,370000.0,,92480.0,0.000102032,0.1,0.6970363 +185.69,166.37631,0.0030086562,1966.8325,5930000.0,3015.0,370625.0,,92640.0,0.000101776,0.1,0.7231683 +184.08,166.5358,0.015832102,1966.8875,5940000.0,3020.0,371250.0,,92800.0,0.00010152,0.1,0.6931833 +184.93,166.6426,0.014509954,1966.9421,5950000.0,3025.0,371875.0,,92960.0,0.000101264,0.1,0.724391 +191.47,166.85553,0.015374575,1967.6461,5960000.0,3029.0,372500.0,,93120.0,0.000101008,0.1,0.7137393 +191.65,167.10022,0.0013549011,1967.6995,5970000.0,3034.0,373125.0,,93280.0,0.000100752,0.1,0.6565953 +183.63,167.2117,0.017519975,1968.4003,5980000.0,3038.0,373750.0,,93408.0,0.0001005472,0.1,0.70715547 +179.14,167.30711,0.008256,1968.4521,5990000.0,3043.0,374375.0,,93568.0,0.0001002912,0.1,0.7199836 +179.21,167.34781,0.0053230855,1968.5039,6000000.0,3048.0,375000.0,,93728.0,0.0001000352,0.1,0.6492896 +173.63,167.30252,0.012249352,1968.5555,6010000.0,3053.0,375625.0,,93888.0,9.97792e-05,0.1,0.66083074 +176.0,167.2825,0.0010435662,1968.6069,6020000.0,3058.0,376250.0,,94048.0,9.95232e-05,0.1,0.6888587 +177.84,167.30199,0.029290322,1968.6582,6030000.0,3063.0,376875.0,,94208.0,9.92672e-05,0.1,0.62212986 +179.68,167.3386,0.025052568,1969.3512,6040000.0,3067.0,377500.0,,94368.0,9.90112e-05,0.1,0.7262995 +178.83,167.3793,0.0115593765,1969.401,6050000.0,3072.0,378125.0,,94528.0,9.87552e-05,0.1,0.74268067 +181.37,167.41069,0.01403411,1970.0911,6060000.0,3076.0,378750.0,,94656.0,9.85504e-05,0.1,0.66409075 +181.03,167.46219,0.011020075,1970.1395,6070000.0,3081.0,379375.0,,94816.0,9.82944e-05,0.1,0.6686767 +185.14,167.55649,0.0051555405,1970.188,6080000.0,3086.0,380000.0,,94976.0,9.80384e-05,0.1,0.70410484 +185.24,167.6663,0.016983498,1970.2362,6090000.0,3091.0,380625.0,,95136.0,9.77824e-05,0.1,0.7010041 +191.96,167.82271,0.024046827,1970.2842,6100000.0,3096.0,381250.0,,95296.0,9.75264e-05,0.1,0.71543634 +190.77,168.0007,0.0035557973,1970.3322,6110000.0,3101.0,381875.0,,95456.0,9.72704e-05,0.1,0.66982657 +192.16,168.20131,0.040134896,1971.0145,6120000.0,3105.0,382500.0,,95616.0,9.70144e-05,0.1,0.6837362 +197.84,168.43622,0.020020623,1971.061,6130000.0,3110.0,383125.0,,95776.0,9.67584e-05,0.1,0.648281 +197.12,168.69598,0.011556259,1971.7405,6140000.0,3114.0,383750.0,,95936.0,9.65024e-05,0.1,0.7428696 +197.63,168.9958,0.01636356,1971.7859,6150000.0,3119.0,384375.0,,96064.0,9.62976e-05,0.1,0.6575022 +193.69,169.2811,0.0032608723,1972.4624,6160000.0,3123.0,385000.0,,96224.0,9.60416e-05,0.1,0.7973926 +194.39,169.51439,-0.011354631,1972.5063,6170000.0,3128.0,385625.0,,96384.0,9.57856e-05,0.1,0.7429502 +196.31,169.81862,0.016696835,1973.18,6180000.0,3132.0,386250.0,,96544.0,9.55296e-05,0.1,0.6426706 +198.92,170.1548,-0.0033876589,1973.2228,6190000.0,3137.0,386875.0,,96704.0,9.52736e-05,0.1,0.769078 +198.53,170.4651,0.022183655,1973.2654,6200000.0,3142.0,387500.0,,96864.0,9.50176e-05,0.1,0.65780056 +189.25,170.70241,0.04040208,1973.3079,6210000.0,3147.0,388125.0,,97024.0,9.47616e-05,0.1,0.64196795 +188.76,170.95059,0.01604074,1973.9766,6220000.0,3151.0,388750.0,,97184.0,9.45056e-05,0.1,0.5354118 +188.97,171.2235,0.010132802,1974.0177,6230000.0,3156.0,389375.0,,97312.0,9.43008e-05,0.1,0.5822813 +192.45,171.51968,0.0027466654,1974.0588,6240000.0,3161.0,390000.0,,97472.0,9.40448e-05,0.1,0.661139 +190.04,171.74619,0.011359114,1974.0999,6250000.0,3166.0,390625.0,,97632.0,9.37888e-05,0.1,0.6783538 +193.8,171.9294,0.014014024,1974.1406,6260000.0,3171.0,391250.0,,97792.0,9.35328e-05,0.1,0.68109745 +194.71,172.19121,0.019009374,1974.8031,6270000.0,3175.0,391875.0,,97952.0,9.32768e-05,0.1,0.67395186 +198.27,172.51122,0.022143837,1974.8428,6280000.0,3180.0,392500.0,,98112.0,9.30208e-05,0.1,0.72568405 +193.95,172.8172,0.022748334,1974.8822,6290000.0,3185.0,393125.0,,98272.0,9.27648e-05,0.1,0.7087487 +195.74,173.1143,0.0038200712,1974.9216,6300000.0,3190.0,393750.0,,98432.0,9.25088e-05,0.1,0.67070985 +196.99,173.4027,0.0123606445,1974.9608,6310000.0,3195.0,394375.0,,98592.0,9.22528e-05,0.1,0.8021437 +194.2,173.6314,0.017712679,1975.0,6320000.0,3200.0,395000.0,,98720.0,9.2048e-05,0.1,0.76347715 +191.97,173.8583,0.0009284004,1975.0391,6330000.0,3205.0,395625.0,,98880.0,9.1792e-05,0.1,0.7150581 +195.32,174.1202,0.03617293,1975.0779,6340000.0,3210.0,396250.0,,99040.0,9.1536e-05,0.1,0.64607465 +207.02,174.5222,0.024278684,1975.1167,6350000.0,3215.0,396875.0,,99200.0,9.128e-05,0.1,0.7544574 +201.83,174.8778,0.009366591,1974.5421,6360000.0,3221.0,397500.0,,99360.0,9.1024e-05,0.1,0.86932147 +204.87,175.3362,0.010328591,1975.1938,6370000.0,3225.0,398125.0,,99520.0,9.0768e-05,0.1,0.7715606 +207.96,175.82141,0.040665127,1975.2322,6380000.0,3230.0,398750.0,,99680.0,9.0512e-05,0.1,0.77232707 +206.62,176.36588,-0.0039369366,1975.2705,6390000.0,3235.0,399375.0,,99840.0,9.0256e-05,0.1,0.6968079 +201.33,176.80658,0.008393086,1975.3086,6400000.0,3240.0,400000.0,,100000.0,9e-05,0.1,0.7587259 +202.68,177.336,0.029944213,1975.3467,6410000.0,3245.0,400625.0,,100128.0,8.97952e-05,0.1,0.7359597 +210.0,177.95439,0.03932568,1975.3846,6420000.0,3250.0,401250.0,,100288.0,8.95392e-05,0.1,0.6939348 +209.39,178.62651,-0.006134602,1975.4225,6430000.0,3255.0,401875.0,,100448.0,8.92832e-05,0.1,0.6733514 +210.84,179.2776,0.0291229,1975.4601,6440000.0,3260.0,402500.0,,100608.0,8.90272e-05,0.1,0.6541169 +216.41,179.9959,0.034518756,1975.4977,6450000.0,3265.0,403125.0,,100768.0,8.87712e-05,0.1,0.71167827 +219.62,180.7463,0.015518348,1974.9313,6460000.0,3271.0,403750.0,,100928.0,8.85152e-05,0.1,0.73961467 +216.79,181.47519,0.013967324,1974.9695,6470000.0,3276.0,404375.0,,101088.0,8.82592e-05,0.1,0.7220946 +210.97,182.14,0.028229596,1975.6097,6480000.0,3280.0,405000.0,,101248.0,8.80032e-05,0.1,0.7154488 +214.64,182.85289,0.036894172,1976.2485,6490000.0,3284.0,405625.0,,101376.0,8.77984e-05,0.1,0.7139076 +213.08,183.56952,0.008506752,1976.2845,6500000.0,3289.0,406250.0,,101536.0,8.75424e-05,0.1,0.7334277 +213.24,184.27223,0.036941264,1976.3206,6510000.0,3294.0,406875.0,,101696.0,8.72864e-05,0.1,0.7450234 +218.34,185.0298,0.006258633,1976.3564,6520000.0,3299.0,407500.0,,101856.0,8.70304e-05,0.1,0.701301 +214.88,185.7749,0.025768002,1976.3922,6530000.0,3304.0,408125.0,,102016.0,8.67744e-05,0.1,0.7739157 +211.81,186.46721,0.021959595,1976.428,6540000.0,3309.0,408750.0,,102176.0,8.65184e-05,0.1,0.7836596 +221.07,187.23111,0.01091356,1977.06,6550000.0,3313.0,409375.0,,102336.0,8.62624e-05,0.1,0.80570185 +217.65,187.97372,0.0039606486,1977.0946,6560000.0,3318.0,410000.0,,102496.0,8.60064e-05,0.1,0.7911351 +212.57,188.6347,0.027512606,1977.7242,6570000.0,3322.0,410625.0,,102656.0,8.57504e-05,0.1,0.73046285 +218.38,189.34052,0.006361956,1978.3524,6580000.0,3326.0,411250.0,,102784.0,8.55456e-05,0.1,0.69959897 +219.98,190.01772,0.012327801,1978.3849,6590000.0,3331.0,411875.0,,102944.0,8.52896e-05,0.1,0.7337781 +221.68,190.70053,0.027705584,1978.4172,6600000.0,3336.0,412500.0,,103104.0,8.50336e-05,0.1,0.6660497 +220.13,191.36362,-0.0019970736,1978.4496,6610000.0,3341.0,413125.0,,103264.0,8.47776e-05,0.1,0.7778803 +222.57,191.99622,-0.0014305644,1979.0732,6620000.0,3345.0,413750.0,,103424.0,8.45216e-05,0.1,0.7626587 +218.6,192.56151,0.04140922,1979.1045,6630000.0,3350.0,414375.0,,103584.0,8.42656e-05,0.1,0.7306856 +217.84,193.0784,0.006968682,1979.1356,6640000.0,3355.0,415000.0,,103744.0,8.40096e-05,0.1,0.7521869 +217.68,193.59889,0.051816456,1979.1666,6650000.0,3360.0,415625.0,,103904.0,8.37536e-05,0.1,0.7218934 +218.91,194.10529,0.03128326,1979.786,6660000.0,3364.0,416250.0,,104032.0,8.35488e-05,0.1,0.7846267 +220.94,194.6586,0.015079695,1979.8159,6670000.0,3369.0,416875.0,,104192.0,8.32928e-05,0.1,0.6990708 +219.57,195.18019,0.021867597,1979.8458,6680000.0,3374.0,417500.0,,104352.0,8.30368e-05,0.1,0.762561 +215.23,195.652,0.02191628,1979.8757,6690000.0,3379.0,418125.0,,104512.0,8.27808e-05,0.1,0.787536 +213.71,196.0252,0.023574136,1980.4907,6700000.0,3383.0,418750.0,,104672.0,8.25248e-05,0.1,0.75576985 +212.03,196.404,0.029522661,1980.5195,6710000.0,3388.0,419375.0,,104832.0,8.22688e-05,0.1,0.7460615 +210.63,196.7615,0.010387679,1980.5482,6720000.0,3393.0,420000.0,,104992.0,8.20128e-05,0.1,0.79200876 +209.93,197.09468,0.010245055,1980.5768,6730000.0,3398.0,420625.0,,105152.0,8.17568e-05,0.1,0.785214 +217.81,197.47198,0.02999007,1980.6053,6740000.0,3403.0,421250.0,,105312.0,8.15008e-05,0.1,0.7618829 +219.67,197.88881,0.02663547,1981.2151,6750000.0,3407.0,421875.0,,105440.0,8.1296e-05,0.1,0.66426027 +219.82,198.37149,0.02222854,1980.6622,6760000.0,3413.0,422500.0,,105600.0,8.104e-05,0.1,0.80436635 +214.54,198.77629,0.0046475083,1980.6904,6770000.0,3418.0,423125.0,,105760.0,8.0784e-05,0.1,0.79984355 +206.5,199.12808,0.028514,1980.7186,6780000.0,3423.0,423750.0,,105920.0,8.0528e-05,0.1,0.7599894 +199.52,199.4466,0.02069726,1980.7468,6790000.0,3428.0,424375.0,,106080.0,8.0272e-05,0.1,0.7819698 +196.88,199.7317,0.004384244,1980.7748,6800000.0,3433.0,425000.0,,106240.0,8.0016e-05,0.1,0.7991156 +196.52,199.94292,0.05245392,1980.8027,6810000.0,3438.0,425625.0,,106400.0,7.976e-05,0.1,0.6613531 +199.56,200.1456,0.0031211071,1980.8307,6820000.0,3443.0,426250.0,,106560.0,7.9504e-05,0.1,0.77988833 +201.31,200.31464,0.012666643,1980.8585,6830000.0,3448.0,426875.0,,106688.0,7.92992e-05,0.1,0.7314427 +200.59,200.4657,0.013042491,1980.8862,6840000.0,3453.0,427500.0,,106848.0,7.90432e-05,0.1,0.6725369 +206.11,200.66971,-0.00068127736,1981.4868,6850000.0,3457.0,428125.0,,107008.0,7.87872e-05,0.1,0.7344693 +208.12,200.89658,0.031744123,1981.5135,6860000.0,3462.0,428750.0,,107168.0,7.85312e-05,0.1,0.73401624 +211.46,201.1458,0.018226964,1981.5403,6870000.0,3467.0,429375.0,,107328.0,7.82752e-05,0.1,0.7746039 +210.35,201.38979,0.030875975,1981.5668,6880000.0,3472.0,430000.0,,107488.0,7.80192e-05,0.1,0.77245057 +212.31,201.6533,0.015558243,1982.1635,6890000.0,3476.0,430625.0,,107648.0,7.77632e-05,0.1,0.74964964 +212.95,201.9375,0.013857246,1982.1891,6900000.0,3481.0,431250.0,,107808.0,7.75072e-05,0.1,0.7695942 +213.62,202.25287,0.026803037,1982.2146,6910000.0,3486.0,431875.0,,107968.0,7.72512e-05,0.1,0.757866 +209.57,202.5093,0.044923905,1982.808,6920000.0,3490.0,432500.0,,108096.0,7.70464e-05,0.1,0.7617768 +211.17,202.76407,0.006486886,1982.8326,6930000.0,3495.0,433125.0,,108256.0,7.67904e-05,0.1,0.74977696 +216.42,203.08748,0.012884246,1982.8572,6940000.0,3500.0,433750.0,,108416.0,7.65344e-05,0.1,0.77644557 +220.24,203.44061,0.023271404,1983.4475,6950000.0,3504.0,434375.0,,108576.0,7.62784e-05,0.1,0.718107 +225.77,203.78362,0.01690921,1983.4711,6960000.0,3509.0,435000.0,,108736.0,7.60224e-05,0.1,0.72968864 +231.79,204.18498,0.0013654382,1983.4946,6970000.0,3514.0,435625.0,,108896.0,7.57664e-05,0.1,0.7828596 +229.07,204.63939,0.016247489,1984.0819,6980000.0,3518.0,436250.0,,109056.0,7.55104e-05,0.1,0.7201432 +234.73,205.1953,0.0070449556,1984.1045,6990000.0,3523.0,436875.0,,109216.0,7.52544e-05,0.1,0.8023044 +234.94,205.7526,0.017093906,1984.127,7000000.0,3528.0,437500.0,,109344.0,7.50496e-05,0.1,0.76270413 +239.24,206.4087,0.039963957,1984.7112,7010000.0,3532.0,438125.0,,109504.0,7.47936e-05,0.1,0.6287267 +234.94,206.99811,0.02064681,1984.7328,7020000.0,3537.0,438750.0,,109664.0,7.45376e-05,0.1,0.72911036 +235.83,207.578,0.015787495,1984.7544,7030000.0,3542.0,439375.0,,109824.0,7.42816e-05,0.1,0.8003294 +234.58,208.127,0.030799888,1984.7759,7040000.0,3547.0,440000.0,,109984.0,7.40256e-05,0.1,0.6800947 +232.74,208.66609,0.009273257,1985.3562,7050000.0,3551.0,440625.0,,110144.0,7.37696e-05,0.1,0.711509 +235.32,209.20561,0.02668535,1985.3768,7060000.0,3556.0,441250.0,,110304.0,7.35136e-05,0.1,0.66967356 +241.71,209.81242,0.012965045,1985.3973,7070000.0,3561.0,441875.0,,110464.0,7.32576e-05,0.1,0.73899806 +245.91,210.42012,0.005546302,1985.4178,7080000.0,3566.0,442500.0,,110624.0,7.30016e-05,0.1,0.75495756 +244.25,211.01024,0.060189236,1985.9944,7090000.0,3570.0,443125.0,,110752.0,7.27968e-05,0.1,0.7681252 +250.03,211.59091,0.0065479307,1986.014,7100000.0,3575.0,443750.0,,110912.0,7.25408e-05,0.1,0.7789785 +253.0,212.21318,0.041671786,1986.0336,7110000.0,3580.0,444375.0,,111072.0,7.22848e-05,0.1,0.7886139 +251.77,212.8093,0.03872624,1986.053,7120000.0,3585.0,445000.0,,111232.0,7.20288e-05,0.1,0.78026044 +254.22,213.37311,0.013590266,1986.0724,7130000.0,3590.0,445625.0,,111392.0,7.17728e-05,0.1,0.74378395 +248.39,213.88582,0.0052400576,1986.6444,7140000.0,3594.0,446250.0,,111552.0,7.15168e-05,0.1,0.7287284 +242.79,214.3374,0.04392778,1986.663,7150000.0,3599.0,446875.0,,111712.0,7.12608e-05,0.1,0.7691849 +249.7,214.8975,0.019006535,1986.6815,7160000.0,3604.0,447500.0,,111872.0,7.10048e-05,0.1,0.7369857 +254.11,215.49469,0.0254209,1986.7,7170000.0,3609.0,448125.0,,112000.0,7.08e-05,0.1,0.74782467 +252.55,216.05708,0.017331764,1986.7183,7180000.0,3614.0,448750.0,,112160.0,7.0544e-05,0.1,0.8020128 +248.7,216.55489,0.030165559,1986.7367,7190000.0,3619.0,449375.0,,112320.0,7.0288e-05,0.1,0.7584003 +246.51,217.03468,0.021558136,1986.755,7200000.0,3624.0,450000.0,,112480.0,7.0032e-05,0.1,0.74006486 +242.68,217.569,0.0399492,1987.3208,7210000.0,3628.0,450625.0,,112640.0,6.9776e-05,0.1,0.72183037 +249.92,218.18059,0.052392796,1987.3383,7220000.0,3633.0,451250.0,,112800.0,6.952e-05,0.1,0.68558955 +248.43,218.77519,0.009022507,1987.3557,7230000.0,3638.0,451875.0,,112960.0,6.9264e-05,0.1,0.8640959 +238.25,219.23318,0.014167159,1987.373,7240000.0,3643.0,452500.0,,113120.0,6.9008e-05,0.1,0.76778334 +235.87,219.69148,0.017390244,1987.9353,7250000.0,3647.0,453125.0,,113280.0,6.8752e-05,0.1,0.75237036 +236.56,220.1191,0.05296813,1988.4963,7260000.0,3651.0,453750.0,,113408.0,6.85472e-05,0.1,0.8091758 +231.88,220.4908,0.00064345397,1988.5121,7270000.0,3656.0,454375.0,,113568.0,6.82912e-05,0.1,0.8438207 +232.94,220.8375,0.024592219,1988.5277,7280000.0,3661.0,455000.0,,113728.0,6.80352e-05,0.1,0.749926 +229.48,221.1928,0.029147653,1989.0859,7290000.0,3665.0,455625.0,,113888.0,6.77792e-05,0.1,0.7526568 +229.16,221.52701,0.018691758,1989.1008,7300000.0,3670.0,456250.0,,114048.0,6.75232e-05,0.1,0.8307047 +229.71,221.8542,0.011122956,1989.1156,7310000.0,3675.0,456875.0,,114208.0,6.72672e-05,0.1,0.760387 +227.36,222.18582,0.011514428,1989.6711,7320000.0,3679.0,457500.0,,114368.0,6.70112e-05,0.1,0.7482815 +230.01,222.5662,0.007615429,1989.6852,7330000.0,3684.0,458125.0,,114528.0,6.67552e-05,0.1,0.8730384 +220.21,222.81512,0.03738465,1989.6991,7340000.0,3689.0,458750.0,,114656.0,6.65504e-05,0.1,0.80031884 +212.21,222.867,0.017534703,1989.1746,7350000.0,3695.0,459375.0,,114816.0,6.62944e-05,0.1,0.80103505 +211.32,222.96193,0.0072034537,1989.1892,7360000.0,3700.0,460000.0,,114976.0,6.60384e-05,0.1,0.8344202 +206.53,222.97852,0.038156405,1989.2037,7370000.0,3705.0,460625.0,,115136.0,6.57824e-05,0.1,0.7983633 +202.45,222.9234,0.02766682,1989.2184,7380000.0,3710.0,461250.0,,115296.0,6.55264e-05,0.1,0.7786695 +200.49,222.86209,0.029037088,1989.2328,7390000.0,3715.0,461875.0,,115456.0,6.52704e-05,0.1,0.7952862 +203.12,222.87997,0.01766256,1989.7822,7400000.0,3719.0,462500.0,,115616.0,6.50144e-05,0.1,0.7706655 +207.0,222.92319,0.01148119,1989.7959,7410000.0,3724.0,463125.0,,115776.0,6.47584e-05,0.1,0.8269228 +196.9,222.7922,0.02499468,1990.3434,7420000.0,3728.0,463750.0,,115936.0,6.45024e-05,0.1,0.80256283 +195.76,222.6559,-0.0011182001,1990.3563,7430000.0,3733.0,464375.0,,116064.0,6.42976e-05,0.1,0.7857218 +197.87,222.52618,0.025309555,1990.9017,7440000.0,3737.0,465000.0,,116224.0,6.40416e-05,0.1,0.7733563 +192.62,222.28828,0.024537634,1990.3821,7450000.0,3743.0,465625.0,,116384.0,6.37856e-05,0.1,0.7560177 +192.95,222.02158,0.01198951,1990.3949,7460000.0,3748.0,466250.0,,116544.0,6.35296e-05,0.1,0.7982875 +188.25,221.73618,0.010203419,1990.9381,7470000.0,3752.0,466875.0,,116704.0,6.32736e-05,0.1,0.7395272 +193.11,221.55757,0.038241804,1990.9502,7480000.0,3757.0,467500.0,,116864.0,6.30176e-05,0.1,0.7311258 +197.1,221.38217,0.020516086,1990.9623,7490000.0,3762.0,468125.0,,117024.0,6.27616e-05,0.1,0.762355 +196.3,221.2144,0.041537303,1990.9742,7500000.0,3767.0,468750.0,,117184.0,6.25056e-05,0.1,0.74938595 +207.32,221.1552,0.024393592,1991.5142,7510000.0,3771.0,469375.0,,117312.0,6.23008e-05,0.1,0.8246782 +209.89,221.07072,0.0067325314,1992.053,7520000.0,3775.0,470000.0,,117472.0,6.20448e-05,0.1,0.7833897 +206.95,220.99141,0.028352963,1992.0635,7530000.0,3780.0,470625.0,,117632.0,6.17888e-05,0.1,0.78353083 +216.55,221.0388,0.035233397,1992.074,7540000.0,3785.0,471250.0,,117792.0,6.15328e-05,0.1,0.7567587 +224.51,221.0732,0.04719347,1992.6102,7550000.0,3789.0,471875.0,,117952.0,6.12768e-05,0.1,0.7557453 +225.06,221.14731,0.009735396,1992.0948,7560000.0,3795.0,472500.0,,118112.0,6.10208e-05,0.1,0.7993108 +221.55,221.2371,0.02974003,1992.1052,7570000.0,3800.0,473125.0,,118272.0,6.07648e-05,0.1,0.87510204 +218.08,221.23412,0.012494777,1992.1156,7580000.0,3805.0,473750.0,,118432.0,6.05088e-05,0.1,0.78744227 +219.28,221.22711,0.0012906602,1992.126,7590000.0,3810.0,474375.0,,118592.0,6.02528e-05,0.1,0.8229195 +223.8,221.24832,0.016819961,1992.6586,7600000.0,3814.0,475000.0,,118720.0,6.0048e-05,0.1,0.7426317 +225.48,221.30182,0.014966519,1992.6682,7610000.0,3819.0,475625.0,,118880.0,5.9792e-05,0.1,0.78793013 +231.39,221.39001,0.025849558,1992.6779,7620000.0,3824.0,476250.0,,119040.0,5.9536e-05,0.1,0.7839673 +233.49,221.53893,0.024558078,1992.6874,7630000.0,3829.0,476875.0,,119200.0,5.928e-05,0.1,0.74007034 +234.84,221.70892,0.032602213,1993.2168,7640000.0,3833.0,477500.0,,119360.0,5.9024e-05,0.1,0.8114922 +237.9,221.91112,0.014938524,1993.2256,7650000.0,3838.0,478125.0,,119520.0,5.8768e-05,0.1,0.8757434 +228.62,222.00818,-0.002415198,1993.2345,7660000.0,3843.0,478750.0,,119680.0,5.8512e-05,0.1,0.7725222 +227.45,222.07329,0.009492386,1993.7614,7670000.0,3847.0,479375.0,,119840.0,5.8256e-05,0.1,0.82925636 +216.54,222.04297,0.024213225,1993.7695,7680000.0,3852.0,480000.0,,120000.0,5.8e-05,0.1,0.79722464 +213.41,222.02477,0.010589449,1993.7776,7690000.0,3857.0,480625.0,,120128.0,5.77952e-05,0.1,0.7397444 +213.49,222.0226,0.023300463,1993.7856,7700000.0,3862.0,481250.0,,120288.0,5.75392e-05,0.1,0.8000759 +213.38,222.03609,0.01327389,1993.7936,7710000.0,3867.0,481875.0,,120448.0,5.72832e-05,0.1,0.781152 +209.62,222.026,0.01873993,1993.8016,7720000.0,3872.0,482500.0,,120608.0,5.70272e-05,0.1,0.77489007 +206.69,221.99359,0.016835822,1994.3241,7730000.0,3876.0,483125.0,,120768.0,5.67712e-05,0.1,0.7843193 +208.46,221.9001,0.029297378,1994.3313,7740000.0,3881.0,483750.0,,120928.0,5.65152e-05,0.1,0.8186888 +208.63,221.7897,0.033716597,1994.3386,7750000.0,3886.0,484375.0,,121088.0,5.62592e-05,0.1,0.74496126 +213.5,221.72652,-0.00018892717,1994.346,7760000.0,3891.0,485000.0,,121248.0,5.60032e-05,0.1,0.80182445 +218.55,221.76662,0.034277067,1994.8652,7770000.0,3895.0,485625.0,,121376.0,5.57984e-05,0.1,0.7412071 +221.48,221.91643,0.033982325,1994.8718,7780000.0,3900.0,486250.0,,121536.0,5.55424e-05,0.1,0.69528526 +220.68,222.128,0.020589191,1994.8784,7790000.0,3905.0,486875.0,,121696.0,5.52864e-05,0.1,0.74959445 +219.97,222.3589,0.027183142,1994.8849,7800000.0,3910.0,487500.0,,121856.0,5.50304e-05,0.1,0.7288581 +218.18,222.57549,0.03867646,1994.8915,7810000.0,3915.0,488125.0,,122016.0,5.47744e-05,0.1,0.7793977 +219.52,222.7751,0.05969439,1994.898,7820000.0,3920.0,488750.0,,122176.0,5.45184e-05,0.1,0.7497699 +215.0,222.91199,0.024950782,1994.3964,7830000.0,3926.0,489375.0,,122336.0,5.42624e-05,0.1,0.7557818 +218.14,223.08748,0.07702761,1994.4034,7840000.0,3931.0,490000.0,,122496.0,5.40064e-05,0.1,0.70043105 +226.16,223.28801,0.0108161,1994.4105,7850000.0,3936.0,490625.0,,122656.0,5.37504e-05,0.1,0.8626888 +226.88,223.4756,0.016448833,1994.9238,7860000.0,3940.0,491250.0,,122784.0,5.35456e-05,0.1,0.7959712 +229.47,223.6557,0.050372016,1994.9303,7870000.0,3945.0,491875.0,,122944.0,5.32896e-05,0.1,0.75382185 +233.86,223.89081,0.018024242,1994.9368,7880000.0,3950.0,492500.0,,123104.0,5.30336e-05,0.1,0.82580936 +232.46,224.0923,0.017395467,1994.9431,7890000.0,3955.0,493125.0,,123264.0,5.27776e-05,0.1,0.7829414 +229.64,224.2592,0.020047719,1995.4534,7900000.0,3959.0,493750.0,,123424.0,5.25216e-05,0.1,0.77819455 +232.81,224.45111,0.033718962,1995.4591,7910000.0,3964.0,494375.0,,123584.0,5.22656e-05,0.1,0.8317905 +232.21,224.67752,0.05453729,1995.4648,7920000.0,3969.0,495000.0,,123744.0,5.20096e-05,0.1,0.7494437 +234.67,224.9125,0.048599176,1995.4706,7930000.0,3974.0,495625.0,,123904.0,5.17536e-05,0.1,0.79431856 +234.67,225.09502,0.014513218,1995.9779,7940000.0,3978.0,496250.0,,124032.0,5.15488e-05,0.1,0.7536062 +232.06,225.21323,0.024949986,1995.9829,7950000.0,3983.0,496875.0,,124192.0,5.12928e-05,0.1,0.80459356 +229.64,225.25189,-0.00044020836,1995.9879,7960000.0,3988.0,497500.0,,124352.0,5.10368e-05,0.1,0.795941 +226.39,225.1979,0.044241704,1995.993,7970000.0,3993.0,498125.0,,124512.0,5.07808e-05,0.1,0.74913245 +222.22,225.12941,0.019415813,1995.998,7980000.0,3998.0,498750.0,,124672.0,5.05248e-05,0.1,0.8085328 +222.25,225.00462,0.034800548,1996.5017,7990000.0,4002.0,499375.0,,124832.0,5.02688e-05,0.1,0.7276299 +222.43,224.87952,0.0046213637,1996.0079,8000000.0,4008.0,500000.0,,124992.0,5.00128e-05,0.1,0.77287596 +229.77,224.7848,0.050605834,1996.5105,8010000.0,4012.0,500625.0,,125152.0,4.97568e-05,0.1,0.75757354 +230.56,224.741,0.02335296,1996.5148,8020000.0,4017.0,501250.0,,125312.0,4.95008e-05,0.1,0.7707456 +231.22,224.6949,0.029080871,1996.5192,8030000.0,4022.0,501875.0,,125440.0,4.9296e-05,0.1,0.7149509 +233.47,224.6838,0.033328377,1997.0194,8040000.0,4026.0,502500.0,,125600.0,4.904e-05,0.1,0.75411034 +231.19,224.66832,0.012538896,1997.0231,8050000.0,4031.0,503125.0,,125760.0,4.8784e-05,0.1,0.7430614 +238.88,224.7039,0.02983795,1997.0267,8060000.0,4036.0,503750.0,,125920.0,4.8528e-05,0.1,0.76546675 +242.59,224.7127,0.044556182,1997.0304,8070000.0,4041.0,504375.0,,126080.0,4.8272e-05,0.1,0.76129556 +242.51,224.6787,0.019604445,1997.034,8080000.0,4046.0,505000.0,,126240.0,4.8016e-05,0.1,0.75500095 +237.26,224.60881,0.023183394,1997.5309,8090000.0,4050.0,505625.0,,126400.0,4.776e-05,0.1,0.7512187 +239.45,224.50298,0.010570299,1997.5339,8100000.0,4055.0,506250.0,,126560.0,4.7504e-05,0.1,0.7373285 +245.98,224.4328,0.0155529855,1998.029,8110000.0,4059.0,506875.0,,126688.0,4.72992e-05,0.1,0.788718 +240.36,224.3187,0.045569673,1998.0315,8120000.0,4064.0,507500.0,,126848.0,4.70432e-05,0.1,0.68708473 +245.96,224.23611,0.027362276,1998.0339,8130000.0,4069.0,508125.0,,127008.0,4.67872e-05,0.1,0.7721566 +248.46,224.2368,0.019904293,1998.0364,8140000.0,4074.0,508750.0,,127168.0,4.65312e-05,0.1,0.7954698 +253.42,224.34311,0.017201897,1998.5287,8150000.0,4078.0,509375.0,,127328.0,4.62752e-05,0.1,0.7727909 +250.59,224.352,0.04295919,1998.5305,8160000.0,4083.0,510000.0,,127488.0,4.60192e-05,0.1,0.7631036 +257.31,224.38402,0.0008899997,1998.5323,8170000.0,4088.0,510625.0,,127648.0,4.57632e-05,0.1,0.8206778 +252.71,224.38562,0.0151803475,1999.0225,8180000.0,4092.0,511250.0,,127808.0,4.55072e-05,0.1,0.8147476 +251.27,224.41132,0.027144253,1999.0237,8190000.0,4097.0,511875.0,,127968.0,4.52512e-05,0.1,0.8234285 +247.86,224.4248,0.018008081,1999.0249,8200000.0,4102.0,512500.0,,128096.0,4.50464e-05,0.1,0.7773782 +248.82,224.4862,0.017978683,1999.026,8210000.0,4107.0,513125.0,,128256.0,4.47904e-05,0.1,0.7567329 +250.91,224.4961,0.012885538,1999.0272,8220000.0,4112.0,513750.0,,128416.0,4.45344e-05,0.1,0.7472882 +253.75,224.5493,0.02137327,1999.0284,8230000.0,4117.0,514375.0,,128576.0,4.42784e-05,0.1,0.7816493 +251.13,224.67813,0.015320181,1999.5146,8240000.0,4121.0,515000.0,,128736.0,4.40224e-05,0.1,0.74293655 +254.0,224.85944,0.025078805,1999.5153,8250000.0,4126.0,515625.0,,128896.0,4.37664e-05,0.1,0.71198356 +255.9,225.05281,0.024953544,2000.0,8260000.0,4130.0,516250.0,,129056.0,4.35104e-05,0.1,0.75949836 +266.63,225.40033,0.029202385,2000.0,8270000.0,4135.0,516875.0,,129216.0,4.32544e-05,0.1,0.72123075 +268.22,225.75314,0.030845132,2000.4832,8280000.0,4139.0,517500.0,,129344.0,4.30496e-05,0.1,0.70073277 +264.18,226.10014,0.019184198,2000.4827,8290000.0,4144.0,518125.0,,129504.0,4.27936e-05,0.1,0.67514765 +261.86,226.42711,0.030602882,2000.0,8300000.0,4150.0,518750.0,,129664.0,4.25376e-05,0.1,0.75388646 +260.32,226.73322,0.018718453,2000.4814,8310000.0,4154.0,519375.0,,129824.0,4.22816e-05,0.1,0.7828349 +261.84,227.078,0.026778007,2000.4808,8320000.0,4159.0,520000.0,,129984.0,4.20256e-05,0.1,0.7925991 +259.46,227.3725,0.01968756,2000.4803,8330000.0,4164.0,520625.0,,130144.0,4.17696e-05,0.1,0.80318606 +255.86,227.72902,0.019899692,2000.4797,8340000.0,4169.0,521250.0,,130304.0,4.15136e-05,0.1,0.8228364 +257.26,228.1795,0.021180509,2000.4791,8350000.0,4174.0,521875.0,,130464.0,4.12576e-05,0.1,0.7610713 +256.91,228.6354,0.011478845,2000.4786,8360000.0,4179.0,522500.0,,130624.0,4.10016e-05,0.1,0.82139325 +260.07,229.1708,0.06457573,2000.9563,8370000.0,4183.0,523125.0,,130752.0,4.07968e-05,0.1,0.78033805 +254.72,229.69351,0.03799147,2001.433,8380000.0,4187.0,523750.0,,130912.0,4.05408e-05,0.1,0.7927897 +253.21,230.22072,0.007193072,2001.4313,8390000.0,4192.0,524375.0,,131072.0,4.02848e-05,0.1,0.80713505 +255.42,230.74373,0.028151877,2001.4296,8400000.0,4197.0,525000.0,,131232.0,4.00288e-05,0.1,0.77315265 +261.38,231.28752,0.011297756,2001.4279,8410000.0,4202.0,525625.0,,131392.0,3.97728e-05,0.1,0.78723216 +266.43,231.98282,0.017267888,2001.9021,8420000.0,4206.0,526250.0,,131552.0,3.95168e-05,0.1,0.80628103 +265.85,232.68369,0.039731946,2001.8998,8430000.0,4211.0,526875.0,,131712.0,3.92608e-05,0.1,0.7470129 +262.77,233.3327,0.0050070854,2001.8976,8440000.0,4216.0,527500.0,,131872.0,3.90048e-05,0.1,0.8237219 +258.99,233.99638,0.032611486,2002.3696,8450000.0,4220.0,528125.0,,132000.0,3.88e-05,0.1,0.74186635 +258.15,234.64838,0.038778767,2002.3668,8460000.0,4225.0,528750.0,,132160.0,3.8544e-05,0.1,0.73141664 +260.96,235.3755,0.03168135,2002.364,8470000.0,4230.0,529375.0,,132320.0,3.8288e-05,0.1,0.738076 +261.91,236.06352,0.017413327,2002.3613,8480000.0,4235.0,530000.0,,132480.0,3.8032e-05,0.1,0.8057121 +261.07,236.70322,0.02318565,2002.3585,8490000.0,4240.0,530625.0,,132640.0,3.7776e-05,0.1,0.7363334 +267.0,237.4102,0.023952236,2002.3557,8500000.0,4245.0,531250.0,,132800.0,3.752e-05,0.1,0.765185 +261.71,237.9541,0.024159767,2002.3529,8510000.0,4250.0,531875.0,,132960.0,3.7264e-05,0.1,0.7569033 +262.82,238.4834,0.028739132,2002.3502,8520000.0,4255.0,532500.0,,133120.0,3.7008e-05,0.1,0.712343 +266.34,239.0773,0.021194488,2002.3474,8530000.0,4260.0,533125.0,,133280.0,3.6752e-05,0.1,0.7939442 +269.36,239.6054,0.011820099,2002.8142,8540000.0,4264.0,533750.0,,133408.0,3.65472e-05,0.1,0.7928744 +268.75,240.04779,0.018647466,2002.8109,8550000.0,4269.0,534375.0,,133568.0,3.62912e-05,0.1,0.83346677 +270.18,240.49898,0.017404296,2002.8076,8560000.0,4274.0,535000.0,,133728.0,3.60352e-05,0.1,0.7467066 +269.99,240.98338,0.0108408285,2002.8044,8570000.0,4279.0,535625.0,,133888.0,3.57792e-05,0.1,0.82478464 +271.7,241.51959,0.007468434,2002.8011,8580000.0,4284.0,536250.0,,134048.0,3.55232e-05,0.1,0.8154329 +266.98,241.99658,0.022130491,2002.7979,8590000.0,4289.0,536875.0,,134208.0,3.52672e-05,0.1,0.8130431 +267.78,242.43639,0.028947322,2002.7946,8600000.0,4294.0,537500.0,,134368.0,3.50112e-05,0.1,0.77648735 +267.21,242.8537,0.007213726,2002.7914,8610000.0,4299.0,538125.0,,134528.0,3.47552e-05,0.1,0.74744606 +263.16,243.17139,0.0074091447,2003.2535,8620000.0,4303.0,538750.0,,134656.0,3.45504e-05,0.1,0.8696505 +261.15,243.44801,0.008820036,2003.2498,8630000.0,4308.0,539375.0,,134816.0,3.42944e-05,0.1,0.80685997 +256.46,243.66422,0.059059374,2003.246,8640000.0,4313.0,540000.0,,134976.0,3.40384e-05,0.1,0.68352294 +260.5,243.89021,0.015259276,2003.2422,8650000.0,4318.0,540625.0,,135136.0,3.37824e-05,0.1,0.75595224 +259.08,244.19481,0.01621575,2003.2385,8660000.0,4323.0,541250.0,,135296.0,3.35264e-05,0.1,0.8221319 +256.2,244.48228,0.023221929,2003.2347,8670000.0,4328.0,541875.0,,135456.0,3.32704e-05,0.1,0.83211404 +256.65,244.88338,0.015917692,2003.231,8680000.0,4333.0,542500.0,,135616.0,3.30144e-05,0.1,0.7845317 +259.78,245.34709,0.0076423506,2003.2273,8690000.0,4338.0,543125.0,,135776.0,3.27584e-05,0.1,0.8076496 +262.58,245.83798,0.05443789,2002.7625,8700000.0,4344.0,543750.0,,135936.0,3.25024e-05,0.1,0.6582265 +261.31,246.3173,0.02294572,2003.2198,8710000.0,4348.0,544375.0,,136064.0,3.22976e-05,0.1,0.8112953 +259.41,246.81517,0.008626883,2003.2162,8720000.0,4353.0,545000.0,,136224.0,3.20416e-05,0.1,0.7343384 +258.28,247.3311,0.021069434,2003.2125,8730000.0,4358.0,545625.0,,136384.0,3.17856e-05,0.1,0.75371534 +257.57,247.8222,0.0054932125,2003.2089,8740000.0,4363.0,546250.0,,136544.0,3.15296e-05,0.1,0.76015496 +263.64,248.37228,0.040693615,2003.2051,8750000.0,4368.0,546875.0,,136704.0,3.12736e-05,0.1,0.7967787 +261.85,248.85577,0.03088523,2003.6597,8760000.0,4372.0,547500.0,,136864.0,3.10176e-05,0.1,0.7631917 +266.09,249.33119,0.06109512,2003.6555,8770000.0,4377.0,548125.0,,137024.0,3.07616e-05,0.1,0.7926472 +267.61,249.7925,0.02494464,2003.6512,8780000.0,4382.0,548750.0,,137184.0,3.05056e-05,0.1,0.7115077 +271.36,250.29927,0.017351406,2003.6471,8790000.0,4387.0,549375.0,,137312.0,3.03008e-05,0.1,0.7003784 +266.39,250.76347,0.0093292305,2004.0992,8800000.0,4391.0,550000.0,,137472.0,3.00448e-05,0.1,0.784088 +273.31,251.31479,0.090184845,2004.0946,8810000.0,4396.0,550625.0,,137632.0,2.97888e-05,0.1,0.7426767 +278.97,251.90932,0.024372565,2004.09,8820000.0,4401.0,551250.0,,137792.0,2.95328e-05,0.1,0.7482129 +277.08,252.53012,0.023159295,2004.0853,8830000.0,4406.0,551875.0,,137952.0,2.92768e-05,0.1,0.7356833 +274.07,253.08943,0.023720333,2004.0807,8840000.0,4411.0,552500.0,,138112.0,2.90208e-05,0.1,0.77983725 +270.39,253.53172,0.036539532,2004.076,8850000.0,4416.0,553125.0,,138272.0,2.87648e-05,0.1,0.72476226 +275.5,254.01791,0.03185427,2004.0715,8860000.0,4421.0,553750.0,,138432.0,2.85088e-05,0.1,0.71224093 +277.91,254.5023,0.056598842,2004.5198,8870000.0,4425.0,554375.0,,138592.0,2.82528e-05,0.1,0.6911642 +277.37,254.93741,0.03439476,2004.5146,8880000.0,4430.0,555000.0,,138720.0,2.8048e-05,0.1,0.6441457 +277.27,255.38548,0.010732579,2004.5096,8890000.0,4435.0,555625.0,,138880.0,2.7792e-05,0.1,0.73266476 +276.7,255.85608,0.034333076,2004.5045,8900000.0,4440.0,556250.0,,139040.0,2.7536e-05,0.1,0.68881273 +282.61,256.3541,0.051295873,2004.4994,8910000.0,4445.0,556875.0,,139200.0,2.728e-05,0.1,0.72108173 +283.93,256.87128,0.0064823814,2004.4944,8920000.0,4450.0,557500.0,,139360.0,2.7024e-05,0.1,0.747764 +284.94,257.374,0.05691548,2004.4894,8930000.0,4455.0,558125.0,,139520.0,2.6768e-05,0.1,0.77832025 +279.68,257.8241,0.043454163,2004.4843,8940000.0,4460.0,558750.0,,139680.0,2.6512e-05,0.1,0.7539764 +280.47,258.3082,0.016960211,2004.9283,8950000.0,4464.0,559375.0,,139840.0,2.6256e-05,0.1,0.6992676 +280.5,258.8168,0.05700165,2004.9229,8960000.0,4469.0,560000.0,,140000.0,2.6e-05,0.1,0.7541477 +281.59,259.3688,0.013205237,2004.9174,8970000.0,4474.0,560625.0,,140128.0,2.57952e-05,0.1,0.81521094 +278.08,259.92743,0.02342213,2004.9119,8980000.0,4479.0,561250.0,,140288.0,2.55392e-05,0.1,0.790601 +280.06,260.5055,0.02141617,2004.9064,8990000.0,4484.0,561875.0,,140448.0,2.52832e-05,0.1,0.6933795 +281.04,261.0916,0.033011224,2004.9009,9000000.0,4489.0,562500.0,,140608.0,2.50272e-05,0.1,0.70705426 +278.1,261.5749,0.022128524,2004.8954,9010000.0,4494.0,563125.0,,140768.0,2.47712e-05,0.1,0.7709823 +276.79,262.0372,0.027268196,2005.3357,9020000.0,4498.0,563750.0,,140928.0,2.45152e-05,0.1,0.72976094 +281.61,262.54108,0.02982005,2005.3298,9030000.0,4503.0,564375.0,,141088.0,2.42592e-05,0.1,0.72769153 +285.76,263.064,0.04941678,2005.3239,9040000.0,4508.0,565000.0,,141248.0,2.40032e-05,0.1,0.6849617 +285.12,263.60327,0.027687835,2005.318,9050000.0,4513.0,565625.0,,141376.0,2.37984e-05,0.1,0.78651124 +285.3,264.0675,0.06423288,2005.756,9060000.0,4517.0,566250.0,,141536.0,2.35424e-05,0.1,0.7499848 +285.24,264.49402,0.03605704,2005.7496,9070000.0,4522.0,566875.0,,141696.0,2.32864e-05,0.1,0.76396513 +289.24,264.9613,0.05775243,2005.7433,9080000.0,4527.0,567500.0,,141856.0,2.30304e-05,0.1,0.6906837 +284.91,265.4378,0.033511292,2006.1797,9090000.0,4531.0,568125.0,,142016.0,2.27744e-05,0.1,0.7552875 +288.74,265.93073,0.022239003,2006.1729,9100000.0,4536.0,568750.0,,142176.0,2.25184e-05,0.1,0.76183164 +285.01,266.32098,0.03217269,2006.166,9110000.0,4541.0,569375.0,,142336.0,2.22624e-05,0.1,0.7473662 +283.36,266.751,0.020731196,2006.1593,9120000.0,4546.0,570000.0,,142496.0,2.20064e-05,0.1,0.72771895 +291.88,267.2102,0.033227697,2006.5934,9130000.0,4550.0,570625.0,,142656.0,2.17504e-05,0.1,0.7532519 +294.89,267.6745,0.059746064,2006.5862,9140000.0,4555.0,571250.0,,142784.0,2.15456e-05,0.1,0.76178765 +293.64,268.07672,0.038782496,2007.019,9150000.0,4559.0,571875.0,,142944.0,2.12896e-05,0.1,0.7467805 +293.55,268.50632,0.05321874,2007.0114,9160000.0,4564.0,572500.0,,143104.0,2.10336e-05,0.1,0.6672578 +290.64,268.83963,0.041203376,2007.0037,9170000.0,4569.0,573125.0,,143264.0,2.07776e-05,0.1,0.70184195 +292.08,269.2333,0.025628649,2006.9961,9180000.0,4574.0,573750.0,,143424.0,2.05216e-05,0.1,0.71841276 +291.04,269.63098,0.03408753,2006.9884,9190000.0,4579.0,574375.0,,143584.0,2.02656e-05,0.1,0.7243552 +292.61,270.0785,0.039524484,2006.9808,9200000.0,4584.0,575000.0,,143744.0,2.00096e-05,0.1,0.7358775 +298.76,270.57788,0.027569946,2007.4106,9210000.0,4588.0,575625.0,,143904.0,1.97536e-05,0.1,0.74556124 +298.39,271.05267,0.02141719,2007.4026,9220000.0,4593.0,576250.0,,144032.0,1.95488e-05,0.1,0.7628261 +300.81,271.52332,0.072782315,2007.8312,9230000.0,4597.0,576875.0,,144192.0,1.92928e-05,0.1,0.71564305 +298.65,271.9985,0.01980372,2007.3865,9240000.0,4603.0,577500.0,,144352.0,1.90368e-05,0.1,0.709442 +303.48,272.49332,0.031732365,2007.3784,9250000.0,4608.0,578125.0,,144512.0,1.87808e-05,0.1,0.7250443 +303.27,272.96698,0.029956486,2007.8057,9260000.0,4612.0,578750.0,,144672.0,1.85248e-05,0.1,0.67431176 +306.45,273.3652,0.022225734,2007.7972,9270000.0,4617.0,579375.0,,144832.0,1.82688e-05,0.1,0.7442311 +304.13,273.7243,0.059632514,2007.7888,9280000.0,4622.0,580000.0,,144992.0,1.80128e-05,0.1,0.73796546 +308.3,274.1655,0.03031289,2007.7804,9290000.0,4627.0,580625.0,,145152.0,1.77568e-05,0.1,0.7555569 +303.39,274.5808,0.0073008863,2008.2056,9300000.0,4631.0,581250.0,,145312.0,1.75008e-05,0.1,0.7874282 +309.65,275.07413,0.05754715,2008.1968,9310000.0,4636.0,581875.0,,145440.0,1.7296e-05,0.1,0.71145296 +306.09,275.51663,0.024129512,2008.1879,9320000.0,4641.0,582500.0,,145600.0,1.704e-05,0.1,0.78444415 +309.04,276.0124,0.030506006,2008.1791,9330000.0,4646.0,583125.0,,145760.0,1.6784e-05,0.1,0.7186694 +309.36,276.5474,0.04153907,2008.6022,9340000.0,4650.0,583750.0,,145920.0,1.6528e-05,0.1,0.77960896 +309.56,277.0704,0.038321882,2009.0245,9350000.0,4654.0,584375.0,,146080.0,1.6272e-05,0.1,0.7679857 +311.29,277.6142,0.014163237,2009.0148,9360000.0,4659.0,585000.0,,146240.0,1.6016e-05,0.1,0.7537712 +310.52,278.11868,0.020328972,2009.8671,9370000.0,4662.0,585625.0,,146400.0,1.576e-05,0.1,0.77124673 +311.23,278.6838,0.041871883,2010.2872,9380000.0,4666.0,586250.0,,146560.0,1.5504e-05,0.1,0.740888 +310.45,279.2562,0.0031617545,2011.1373,9390000.0,4669.0,586875.0,,146688.0,1.52992e-05,0.1,0.7180139 +308.56,279.7876,0.005690623,2011.1254,9400000.0,4674.0,587500.0,,146848.0,1.50432e-05,0.1,0.6973097 +305.34,280.2272,0.073266014,2011.5433,9410000.0,4678.0,588125.0,,147008.0,1.47872e-05,0.1,0.66776514 +307.97,280.6426,-0.0009811678,2011.9607,9420000.0,4682.0,588750.0,,147168.0,1.45312e-05,0.1,0.78312826 +308.32,281.06732,0.038646966,2012.3773,9430000.0,4686.0,589375.0,,147328.0,1.42752e-05,0.1,0.7326563 +308.0,281.51962,0.024502138,2012.3641,9440000.0,4691.0,590000.0,,147488.0,1.40192e-05,0.1,0.6930108 +308.33,282.013,0.03982195,2012.7795,9450000.0,4695.0,590625.0,,147648.0,1.37632e-05,0.1,0.7460781 +307.87,282.5102,0.010522168,2013.1943,9460000.0,4699.0,591250.0,,147808.0,1.35072e-05,0.1,0.74352026 +301.7,282.91757,0.053546745,2013.6083,9470000.0,4703.0,591875.0,,147968.0,1.32512e-05,0.1,0.66724116 +299.67,283.29517,0.030748073,2014.4496,9480000.0,4706.0,592500.0,,148096.0,1.30464e-05,0.1,0.7197867 +295.52,283.63968,0.038052358,2014.8619,9490000.0,4710.0,593125.0,,148256.0,1.27904e-05,0.1,0.7430182 +299.34,283.9631,0.04856946,2015.2737,9500000.0,4714.0,593750.0,,148416.0,1.25344e-05,0.1,0.74485815 +296.8,284.314,0.008420317,2016.1119,9510000.0,4717.0,594375.0,,148576.0,1.22784e-05,0.1,0.75266266 +292.8,284.6138,0.03297774,2016.522,9520000.0,4721.0,595000.0,,148736.0,1.20224e-05,0.1,0.7179134 +288.04,284.8308,0.03346695,2016.9313,9530000.0,4725.0,595625.0,,148896.0,1.17664e-05,0.1,0.7346604 +288.64,285.02362,0.021519747,2017.3398,9540000.0,4729.0,596250.0,,149056.0,1.15104e-05,0.1,0.7267866 +287.19,285.20804,0.043708783,2018.1742,9550000.0,4732.0,596875.0,,149216.0,1.12544e-05,0.1,0.6635082 +288.52,285.3914,0.028931003,2018.581,9560000.0,4736.0,597500.0,,149344.0,1.10496e-05,0.1,0.724132 +290.14,285.5929,0.04008255,2018.9873,9570000.0,4740.0,598125.0,,149504.0,1.07936e-05,0.1,0.7302213 +290.74,285.7833,0.04905278,2019.393,9580000.0,4744.0,598750.0,,149664.0,1.05376e-05,0.1,0.698445 +296.01,286.0736,0.018087963,2019.7979,9590000.0,4748.0,599375.0,,149824.0,1.02816e-05,0.1,0.7244644 +296.56,286.36142,0.04538249,2020.202,9600000.0,4752.0,600000.0,,149984.0,1.00256e-05,0.1,0.73799276 +301.53,286.70462,0.012560882,2021.0305,9610000.0,4755.0,600625.0,,150144.0,9.7696e-06,0.1,0.69719946 +304.7,287.12,0.04120511,2021.4331,9620000.0,4759.0,601250.0,,150304.0,9.5136e-06,0.1,0.7229119 +298.53,287.49377,0.035734136,2021.835,9630000.0,4763.0,601875.0,,150464.0,9.2576e-06,0.1,0.7078662 +302.54,287.95456,0.020204704,2022.2362,9640000.0,4767.0,602500.0,,150624.0,9.0016e-06,0.1,0.71793103 +301.21,288.3617,0.047260683,2023.0608,9650000.0,4770.0,603125.0,,150752.0,8.7968e-06,0.1,0.6874813 +300.93,288.78018,0.021442851,2023.4604,9660000.0,4774.0,603750.0,,150912.0,8.5408e-06,0.1,0.7148788 +305.25,289.2707,0.02466814,2023.8594,9670000.0,4778.0,604375.0,,151072.0,8.2848e-06,0.1,0.7514858 +297.9,289.68323,0.04446055,2024.2577,9680000.0,4782.0,605000.0,,151232.0,8.0288e-06,0.1,0.7021723 +298.67,290.0721,0.017475137,2024.6553,9690000.0,4786.0,605625.0,,151392.0,7.7728e-06,0.1,0.7180138 +300.69,290.4532,0.038487032,2025.4751,9700000.0,4789.0,606250.0,,151552.0,7.5168e-06,0.1,0.73339444 +308.82,290.9283,0.014363885,2025.8711,9710000.0,4793.0,606875.0,,151712.0,7.2608e-06,0.1,0.7143854 +311.73,291.45148,0.054941405,2026.2664,9720000.0,4797.0,607500.0,,151872.0,7.0048e-06,0.1,0.6447747 +322.36,292.0923,0.037592456,2026.6611,9730000.0,4801.0,608125.0,,152000.0,6.8e-06,0.1,0.74122727 +324.05,292.7571,0.04874533,2026.6334,9740000.0,4806.0,608750.0,,152160.0,6.544e-06,0.1,0.714177 +327.36,293.39432,0.03569141,2027.4485,9750000.0,4809.0,609375.0,,152320.0,6.288e-06,0.1,0.69150317 +326.25,294.0383,0.05033821,2027.8413,9760000.0,4813.0,610000.0,,152480.0,6.032e-06,0.1,0.67257303 +325.49,294.63232,0.02717807,2028.2334,9770000.0,4817.0,610625.0,,152640.0,5.776e-06,0.1,0.7421193 +334.17,295.29788,0.021379204,2029.0457,9780000.0,4820.0,611250.0,,152800.0,5.52e-06,0.1,0.75790334 +329.44,295.87872,0.030251235,2029.4362,9790000.0,4824.0,611875.0,,152960.0,5.264e-06,0.1,0.72301006 +328.9,296.5038,0.04505782,2029.826,9800000.0,4828.0,612500.0,,153120.0,5.008e-06,0.1,0.66498035 +331.19,297.0826,0.012415043,2030.2152,9810000.0,4832.0,613125.0,,153280.0,4.752e-06,0.1,0.8157749 +326.61,297.559,0.017567819,2031.0238,9820000.0,4835.0,613750.0,,153408.0,4.5472e-06,0.1,0.7555052 +327.7,298.0652,0.056477845,2031.4115,9830000.0,4839.0,614375.0,,153568.0,4.2912e-06,0.1,0.73702884 +329.09,298.61536,0.041405626,2032.2181,9840000.0,4842.0,615000.0,,153728.0,4.0352e-06,0.1,0.7507262 +329.65,299.20798,0.022986867,2032.6042,9850000.0,4846.0,615625.0,,153888.0,3.7792e-06,0.1,0.80960786 +324.15,299.6945,0.042174023,2032.9897,9860000.0,4850.0,616250.0,,154048.0,3.5232e-06,0.1,0.76053643 +320.55,300.12094,0.033745855,2033.7936,9870000.0,4853.0,616875.0,,154208.0,3.2672e-06,0.1,0.71094143 +324.58,300.59302,0.030563833,2034.1775,9880000.0,4857.0,617500.0,,154368.0,3.0112e-06,0.1,0.7499596 +326.71,301.08743,0.02712266,2034.5608,9890000.0,4861.0,618125.0,,154528.0,2.7552e-06,0.1,0.6953056 +324.26,301.56302,0.045250718,2035.3618,9900000.0,4864.0,618750.0,,154656.0,2.5504e-06,0.1,0.68499494 +320.81,301.945,0.005628429,2035.7437,9910000.0,4868.0,619375.0,,154816.0,2.2944e-06,0.1,0.6854589 +320.05,302.3062,0.04571903,2036.5428,9920000.0,4871.0,620000.0,,154976.0,2.0384e-06,0.1,0.69481415 +317.6,302.63278,0.020304576,2036.9231,9930000.0,4875.0,620625.0,,155136.0,1.7824e-06,0.1,0.78488463 +319.54,303.0314,0.040020287,2036.8853,9940000.0,4880.0,621250.0,,155296.0,1.5264e-06,0.1,0.74350655 +316.63,303.393,0.052281022,2037.6818,9950000.0,4883.0,621875.0,,155456.0,1.2704e-06,0.1,0.7088117 +316.89,303.7569,0.04909865,2038.0602,9960000.0,4887.0,622500.0,,155616.0,1.0144e-06,0.1,0.7279428 +322.73,304.1683,0.051225815,2038.438,9970000.0,4891.0,623125.0,,155776.0,7.584e-07,0.1,0.7476188 +313.63,304.52383,0.032411758,2039.2317,9980000.0,4894.0,623750.0,,155936.0,5.024e-07,0.1,0.7588744 +312.93,304.8525,0.04174065,2040.4412,9990000.0,4896.0,624375.0,,156064.0,2.976e-07,0.1,0.6970521 +312.98,305.1719,0.048611403,2041.6497,10000000.0,4898.0,625000.0,,156224.0,4.16e-08,0.1,0.6959659 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_eval.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..f3eabd28d0a1df226e05cfad1e64379c0c9b3709 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 305.1719055175781, + "strength": 143.4446563720703, + "max_strength": 332.96002197265625, + "final_strength": 311.77001953125, + "sample_efficiency": 1.7180356337576086e-07, + "training_efficiency": 1.10075370685081e-05, + "stability": 0.9941436052322388 + }, + "local": { + "mean_returns": [ + 1.8571428060531616, + 2.034090995788574, + 2.049999952316284, + 1.809999942779541, + 1.850000023841858, + 2.0799999237060547, + 2.049999952316284, + 1.8700000047683716, + 1.9700000286102295, + 2.0199999809265137, + 2.009999990463257, + 2.0199999809265137, + 2.2899999618530273, + 2.3399999141693115, + 2.2200000286102295, + 2.180000066757202, + 2.1500000953674316, + 2.2200000286102295, + 2.2699999809265137, + 2.130000114440918, + 2.190000057220459, + 2.3299999237060547, + 2.309999942779541, + 2.369999885559082, + 2.4100000858306885, + 2.3399999141693115, + 2.380000114440918, + 2.4800000190734863, + 2.569999933242798, + 2.509999990463257, + 2.4000000953674316, + 2.25, + 2.119999885559082, + 2.1700000762939453, + 2.490000009536743, + 2.75, + 2.8399999141693115, + 3.0199999809265137, + 3.109999895095825, + 3.059999942779541, + 3.059999942779541, + 3.059999942779541, + 3.2699999809265137, + 3.9200000762939453, + 4.559999942779541, + 5.119999885559082, + 5.239999771118164, + 5.300000190734863, + 5.360000133514404, + 5.380000114440918, + 5.46999979019165, + 5.590000152587891, + 6.070000171661377, + 6.449999809265137, + 6.519999980926514, + 6.789999961853027, + 7.179999828338623, + 7.380000114440918, + 7.369999885559082, + 7.730000019073486, + 7.579999923706055, + 7.920000076293945, + 8.420000076293945, + 8.470000267028809, + 8.880000114440918, + 8.739999771118164, + 8.880000114440918, + 8.930000305175781, + 9.550000190734863, + 9.520000457763672, + 9.880000114440918, + 10.289999961853027, + 10.720000267028809, + 10.319999694824219, + 10.609999656677246, + 10.420000076293945, + 10.079999923706055, + 10.050000190734863, + 10.0, + 10.399999618530273, + 10.59000015258789, + 10.850000381469727, + 11.109999656677246, + 11.890000343322754, + 11.6899995803833, + 11.859999656677246, + 12.529999732971191, + 12.65999984741211, + 12.670000076293945, + 12.920000076293945, + 13.40999984741211, + 12.979999542236328, + 12.710000038146973, + 13.170000076293945, + 13.430000305175781, + 13.279999732971191, + 13.619999885559082, + 13.970000267028809, + 14.199999809265137, + 14.180000305175781, + 14.229999542236328, + 14.180000305175781, + 14.670000076293945, + 15.119999885559082, + 15.949999809265137, + 15.600000381469727, + 15.979999542236328, + 16.920000076293945, + 17.5, + 17.690000534057617, + 17.68000030517578, + 17.530000686645508, + 17.989999771118164, + 17.209999084472656, + 16.579999923706055, + 15.9399995803833, + 15.789999961853027, + 15.729999542236328, + 16.68000030517578, + 16.290000915527344, + 16.899999618530273, + 17.350000381469727, + 18.149999618530273, + 18.770000457763672, + 19.360000610351562, + 19.31999969482422, + 19.790000915527344, + 19.5, + 19.399999618530273, + 18.84000015258789, + 18.799999237060547, + 18.190000534057617, + 17.690000534057617, + 18.0, + 18.260000228881836, + 18.579999923706055, + 19.030000686645508, + 18.799999237060547, + 19.31999969482422, + 19.360000610351562, + 20.059999465942383, + 19.829999923706055, + 20.09000015258789, + 20.760000228881836, + 21.040000915527344, + 21.43000030517578, + 21.940000534057617, + 22.040000915527344, + 21.920000076293945, + 22.200000762939453, + 22.030000686645508, + 21.3700008392334, + 21.030000686645508, + 21.360000610351562, + 21.18000030517578, + 21.8799991607666, + 22.610000610351562, + 22.100000381469727, + 23.040000915527344, + 23.729999542236328, + 24.100000381469727, + 24.469999313354492, + 25.200000762939453, + 25.170000076293945, + 24.979999542236328, + 25.350000381469727, + 25.860000610351562, + 25.709999084472656, + 25.950000762939453, + 26.579999923706055, + 26.559999465942383, + 26.65999984741211, + 27.06999969482422, + 27.40999984741211, + 27.84000015258789, + 27.239999771118164, + 27.770000457763672, + 27.739999771118164, + 27.670000076293945, + 27.8700008392334, + 28.979999542236328, + 29.350000381469727, + 29.420000076293945, + 29.959999084472656, + 30.739999771118164, + 31.479999542236328, + 31.170000076293945, + 32.08000183105469, + 32.06999969482422, + 31.440000534057617, + 31.489999771118164, + 31.43000030517578, + 31.90999984741211, + 31.93000030517578, + 32.119998931884766, + 32.369998931884766, + 31.639999389648438, + 31.850000381469727, + 33.290000915527344, + 33.9900016784668, + 34.7400016784668, + 34.369998931884766, + 34.29999923706055, + 33.689998626708984, + 34.189998626708984, + 35.029998779296875, + 34.970001220703125, + 34.70000076293945, + 33.61000061035156, + 33.93000030517578, + 33.790000915527344, + 34.15999984741211, + 34.84000015258789, + 35.29999923706055, + 35.68000030517578, + 35.619998931884766, + 36.040000915527344, + 36.68000030517578, + 38.130001068115234, + 37.9900016784668, + 38.540000915527344, + 38.540000915527344, + 39.310001373291016, + 39.25, + 39.08000183105469, + 41.709999084472656, + 41.83000183105469, + 42.790000915527344, + 42.79999923706055, + 43.0099983215332, + 43.959999084472656, + 44.02000045776367, + 43.849998474121094, + 44.61000061035156, + 44.56999969482422, + 44.75, + 44.0, + 43.380001068115234, + 44.22999954223633, + 45.09000015258789, + 45.36000061035156, + 46.099998474121094, + 45.400001525878906, + 47.13999938964844, + 47.060001373291016, + 48.4900016784668, + 48.20000076293945, + 47.33000183105469, + 46.779998779296875, + 46.060001373291016, + 46.66999816894531, + 47.029998779296875, + 48.08000183105469, + 48.119998931884766, + 47.08000183105469, + 47.4900016784668, + 46.33000183105469, + 47.36000061035156, + 48.63999938964844, + 50.279998779296875, + 50.150001525878906, + 51.599998474121094, + 51.18000030517578, + 51.630001068115234, + 50.86000061035156, + 51.59000015258789, + 52.099998474121094, + 53.16999816894531, + 54.08000183105469, + 54.650001525878906, + 53.7400016784668, + 53.88999938964844, + 53.970001220703125, + 53.31999969482422, + 54.97999954223633, + 54.970001220703125, + 55.63999938964844, + 54.880001068115234, + 55.439998626708984, + 53.84000015258789, + 52.619998931884766, + 52.279998779296875, + 52.65999984741211, + 52.34000015258789, + 52.380001068115234, + 53.349998474121094, + 51.11000061035156, + 50.470001220703125, + 51.220001220703125, + 52.59000015258789, + 53.59000015258789, + 54.59000015258789, + 55.880001068115234, + 56.619998931884766, + 55.540000915527344, + 55.400001525878906, + 54.75, + 54.65999984741211, + 56.720001220703125, + 56.56999969482422, + 57.7400016784668, + 57.38999938964844, + 57.189998626708984, + 57.18000030517578, + 57.54999923706055, + 58.06999969482422, + 59.02000045776367, + 61.16999816894531, + 61.9900016784668, + 63.7400016784668, + 66.81999969482422, + 66.66000366210938, + 67.95999908447266, + 68.1500015258789, + 67.2300033569336, + 68.25, + 68.87000274658203, + 69.66999816894531, + 69.2699966430664, + 69.44999694824219, + 69.7300033569336, + 71.80000305175781, + 71.95999908447266, + 72.08999633789062, + 72.86000061035156, + 72.80999755859375, + 72.56999969482422, + 75.43000030517578, + 75.12000274658203, + 75.11000061035156, + 77.19000244140625, + 78.3499984741211, + 79.56999969482422, + 79.18000030517578, + 76.58000183105469, + 73.66999816894531, + 73.98999786376953, + 74.62000274658203, + 73.91000366210938, + 74.7300033569336, + 76.33999633789062, + 76.30999755859375, + 77.41999816894531, + 76.31999969482422, + 73.62000274658203, + 74.41000366210938, + 76.6500015258789, + 77.05000305175781, + 77.91000366210938, + 77.80999755859375, + 77.6500015258789, + 77.0, + 79.0999984741211, + 77.51000213623047, + 81.29000091552734, + 82.26000213623047, + 81.44999694824219, + 83.43000030517578, + 83.19999694824219, + 83.19999694824219, + 83.76000213623047, + 84.37000274658203, + 86.83000183105469, + 90.80000305175781, + 92.13999938964844, + 91.4800033569336, + 90.13999938964844, + 86.62999725341797, + 83.29000091552734, + 86.02999877929688, + 85.18000030517578, + 84.52999877929688, + 86.68000030517578, + 87.5199966430664, + 86.38999938964844, + 84.27999877929688, + 79.30999755859375, + 79.27999877929688, + 81.36000061035156, + 84.04000091552734, + 84.33000183105469, + 86.06999969482422, + 89.2300033569336, + 88.95999908447266, + 87.70999908447266, + 92.58999633789062, + 95.88999938964844, + 96.51000213623047, + 101.08000183105469, + 104.77999877929688, + 102.91999816894531, + 105.16000366210938, + 103.43000030517578, + 102.87000274658203, + 102.56999969482422, + 100.80000305175781, + 103.87999725341797, + 107.55000305175781, + 108.25, + 103.62000274658203, + 100.79000091552734, + 98.56999969482422, + 94.98999786376953, + 97.95999908447266, + 100.2300033569336, + 103.51000213623047, + 105.55999755859375, + 106.19000244140625, + 107.87999725341797, + 112.05000305175781, + 113.30000305175781, + 109.05999755859375, + 107.16000366210938, + 114.12999725341797, + 114.58000183105469, + 115.2699966430664, + 116.87000274658203, + 114.36000061035156, + 113.66999816894531, + 108.5199966430664, + 109.05000305175781, + 107.91000366210938, + 108.9800033569336, + 104.41999816894531, + 101.05999755859375, + 101.05000305175781, + 102.72000122070312, + 98.19000244140625, + 102.4800033569336, + 102.61000061035156, + 104.62999725341797, + 106.0, + 107.19000244140625, + 107.37999725341797, + 105.94999694824219, + 109.76000213623047, + 108.23999786376953, + 109.41999816894531, + 114.08000183105469, + 116.58000183105469, + 118.38999938964844, + 118.36000061035156, + 114.18000030517578, + 116.31999969482422, + 110.0, + 112.41000366210938, + 115.62999725341797, + 113.01000213623047, + 114.80999755859375, + 116.5999984741211, + 119.27999877929688, + 120.69999694824219, + 120.30000305175781, + 116.94999694824219, + 115.0999984741211, + 119.26000213623047, + 122.05999755859375, + 117.13999938964844, + 117.73999786376953, + 115.44000244140625, + 120.26000213623047, + 123.11000061035156, + 126.91999816894531, + 128.25, + 128.99000549316406, + 130.67999267578125, + 126.2699966430664, + 127.04000091552734, + 129.82000732421875, + 131.08999633789062, + 131.05999755859375, + 129.33999633789062, + 137.5800018310547, + 143.61000061035156, + 145.0800018310547, + 148.0, + 150.10000610351562, + 149.60000610351562, + 149.66000366210938, + 149.5800018310547, + 154.8000030517578, + 154.97999572753906, + 157.8300018310547, + 154.08999633789062, + 157.5399932861328, + 161.47000122070312, + 165.0399932861328, + 172.33999633789062, + 171.80999755859375, + 170.05999755859375, + 169.6999969482422, + 167.83999633789062, + 167.94000244140625, + 168.1300048828125, + 174.25, + 170.17999267578125, + 167.17999267578125, + 172.47999572753906, + 169.60000610351562, + 175.13999938964844, + 178.16000366210938, + 178.0, + 175.88999938964844, + 176.02000427246094, + 174.75999450683594, + 178.22999572753906, + 175.8800048828125, + 175.7100067138672, + 174.25999450683594, + 176.32000732421875, + 172.97000122070312, + 172.10000610351562, + 174.35000610351562, + 171.13999938964844, + 167.64999389648438, + 165.16000366210938, + 171.05999755859375, + 165.88999938964844, + 165.3000030517578, + 167.5, + 165.52000427246094, + 163.94000244140625, + 161.67999267578125, + 162.8300018310547, + 167.38999938964844, + 175.47999572753906, + 168.52999877929688, + 166.27000427246094, + 163.35000610351562, + 166.02999877929688, + 168.14999389648438, + 171.3300018310547, + 169.27999877929688, + 169.1300048828125, + 166.82000732421875, + 166.27000427246094, + 159.02999877929688, + 159.44000244140625, + 152.1699981689453, + 157.25999450683594, + 149.74000549316406, + 148.16000366210938, + 142.17999267578125, + 145.72999572753906, + 144.5800018310547, + 144.5800018310547, + 143.89999389648438, + 144.49000549316406, + 143.35000610351562, + 141.4199981689453, + 142.97000122070312, + 142.5800018310547, + 140.3699951171875, + 142.5800018310547, + 144.67999267578125, + 143.38999938964844, + 146.47000122070312, + 147.8000030517578, + 152.25999450683594, + 153.39999389648438, + 153.82000732421875, + 159.30999755859375, + 162.07000732421875, + 166.14999389648438, + 165.6300048828125, + 168.27000427246094, + 165.61000061035156, + 167.41000366210938, + 168.0500030517578, + 176.38999938964844, + 174.14999389648438, + 174.8800048828125, + 176.61000061035156, + 180.0800018310547, + 177.99000549316406, + 171.5500030517578, + 174.05999755859375, + 171.32000732421875, + 167.6699981689453, + 168.3699951171875, + 175.39999389648438, + 179.2899932861328, + 184.41000366210938, + 185.47999572753906, + 185.7100067138672, + 185.42999267578125, + 186.5399932861328, + 185.9499969482422, + 185.9600067138672, + 184.52999877929688, + 182.0800018310547, + 183.92999267578125, + 185.69000244140625, + 184.0800018310547, + 184.92999267578125, + 191.47000122070312, + 191.64999389648438, + 183.6300048828125, + 179.13999938964844, + 179.2100067138672, + 173.6300048828125, + 176.0, + 177.83999633789062, + 179.67999267578125, + 178.8300018310547, + 181.3699951171875, + 181.02999877929688, + 185.13999938964844, + 185.24000549316406, + 191.9600067138672, + 190.77000427246094, + 192.16000366210938, + 197.83999633789062, + 197.1199951171875, + 197.6300048828125, + 193.69000244140625, + 194.38999938964844, + 196.30999755859375, + 198.9199981689453, + 198.52999877929688, + 189.25, + 188.75999450683594, + 188.97000122070312, + 192.4499969482422, + 190.0399932861328, + 193.8000030517578, + 194.7100067138672, + 198.27000427246094, + 193.9499969482422, + 195.74000549316406, + 196.99000549316406, + 194.1999969482422, + 191.97000122070312, + 195.32000732421875, + 207.02000427246094, + 201.8300018310547, + 204.8699951171875, + 207.9600067138672, + 206.6199951171875, + 201.3300018310547, + 202.67999267578125, + 210.0, + 209.38999938964844, + 210.83999633789062, + 216.41000366210938, + 219.6199951171875, + 216.7899932861328, + 210.97000122070312, + 214.63999938964844, + 213.0800018310547, + 213.24000549316406, + 218.33999633789062, + 214.8800048828125, + 211.80999755859375, + 221.07000732421875, + 217.64999389648438, + 212.57000732421875, + 218.3800048828125, + 219.97999572753906, + 221.67999267578125, + 220.1300048828125, + 222.57000732421875, + 218.60000610351562, + 217.83999633789062, + 217.67999267578125, + 218.91000366210938, + 220.94000244140625, + 219.57000732421875, + 215.22999572753906, + 213.7100067138672, + 212.02999877929688, + 210.6300048828125, + 209.92999267578125, + 217.80999755859375, + 219.6699981689453, + 219.82000732421875, + 214.5399932861328, + 206.5, + 199.52000427246094, + 196.8800048828125, + 196.52000427246094, + 199.55999755859375, + 201.30999755859375, + 200.58999633789062, + 206.11000061035156, + 208.1199951171875, + 211.4600067138672, + 210.35000610351562, + 212.30999755859375, + 212.9499969482422, + 213.6199951171875, + 209.57000732421875, + 211.1699981689453, + 216.4199981689453, + 220.24000549316406, + 225.77000427246094, + 231.7899932861328, + 229.07000732421875, + 234.72999572753906, + 234.94000244140625, + 239.24000549316406, + 234.94000244140625, + 235.8300018310547, + 234.5800018310547, + 232.74000549316406, + 235.32000732421875, + 241.7100067138672, + 245.91000366210938, + 244.25, + 250.02999877929688, + 253.0, + 251.77000427246094, + 254.22000122070312, + 248.38999938964844, + 242.7899932861328, + 249.6999969482422, + 254.11000061035156, + 252.5500030517578, + 248.6999969482422, + 246.50999450683594, + 242.67999267578125, + 249.9199981689453, + 248.42999267578125, + 238.25, + 235.8699951171875, + 236.55999755859375, + 231.8800048828125, + 232.94000244140625, + 229.47999572753906, + 229.16000366210938, + 229.7100067138672, + 227.36000061035156, + 230.00999450683594, + 220.2100067138672, + 212.2100067138672, + 211.32000732421875, + 206.52999877929688, + 202.4499969482422, + 200.49000549316406, + 203.1199951171875, + 207.0, + 196.89999389648438, + 195.75999450683594, + 197.8699951171875, + 192.6199951171875, + 192.9499969482422, + 188.25, + 193.11000061035156, + 197.10000610351562, + 196.3000030517578, + 207.32000732421875, + 209.88999938964844, + 206.9499969482422, + 216.5500030517578, + 224.50999450683594, + 225.05999755859375, + 221.5500030517578, + 218.0800018310547, + 219.27999877929688, + 223.8000030517578, + 225.47999572753906, + 231.38999938964844, + 233.49000549316406, + 234.83999633789062, + 237.89999389648438, + 228.6199951171875, + 227.4499969482422, + 216.5399932861328, + 213.41000366210938, + 213.49000549316406, + 213.3800048828125, + 209.6199951171875, + 206.69000244140625, + 208.4600067138672, + 208.6300048828125, + 213.5, + 218.5500030517578, + 221.47999572753906, + 220.67999267578125, + 219.97000122070312, + 218.17999267578125, + 219.52000427246094, + 215.0, + 218.13999938964844, + 226.16000366210938, + 226.8800048828125, + 229.47000122070312, + 233.86000061035156, + 232.4600067138672, + 229.63999938964844, + 232.80999755859375, + 232.2100067138672, + 234.6699981689453, + 234.6699981689453, + 232.05999755859375, + 229.63999938964844, + 226.38999938964844, + 222.22000122070312, + 222.25, + 222.42999267578125, + 229.77000427246094, + 230.55999755859375, + 231.22000122070312, + 233.47000122070312, + 231.19000244140625, + 238.8800048828125, + 242.58999633789062, + 242.50999450683594, + 237.25999450683594, + 239.4499969482422, + 245.97999572753906, + 240.36000061035156, + 245.9600067138672, + 248.4600067138672, + 253.4199981689453, + 250.58999633789062, + 257.30999755859375, + 252.7100067138672, + 251.27000427246094, + 247.86000061035156, + 248.82000732421875, + 250.91000366210938, + 253.75, + 251.1300048828125, + 254.0, + 255.89999389648438, + 266.6300048828125, + 268.2200012207031, + 264.17999267578125, + 261.8599853515625, + 260.32000732421875, + 261.8399963378906, + 259.4599914550781, + 255.86000061035156, + 257.260009765625, + 256.9100036621094, + 260.07000732421875, + 254.72000122070312, + 253.2100067138672, + 255.4199981689453, + 261.3800048828125, + 266.42999267578125, + 265.8500061035156, + 262.7699890136719, + 258.989990234375, + 258.1499938964844, + 260.9599914550781, + 261.9100036621094, + 261.07000732421875, + 267.0, + 261.7099914550781, + 262.82000732421875, + 266.3399963378906, + 269.3599853515625, + 268.75, + 270.17999267578125, + 269.989990234375, + 271.70001220703125, + 266.9800109863281, + 267.7799987792969, + 267.2099914550781, + 263.1600036621094, + 261.1499938964844, + 256.4599914550781, + 260.5, + 259.0799865722656, + 256.20001220703125, + 256.6499938964844, + 259.7799987792969, + 262.5799865722656, + 261.30999755859375, + 259.4100036621094, + 258.2799987792969, + 257.57000732421875, + 263.6400146484375, + 261.8500061035156, + 266.0899963378906, + 267.6099853515625, + 271.3599853515625, + 266.3900146484375, + 273.30999755859375, + 278.9700012207031, + 277.0799865722656, + 274.07000732421875, + 270.3900146484375, + 275.5, + 277.9100036621094, + 277.3699951171875, + 277.2699890136719, + 276.70001220703125, + 282.6099853515625, + 283.92999267578125, + 284.94000244140625, + 279.67999267578125, + 280.4700012207031, + 280.5, + 281.5899963378906, + 278.0799865722656, + 280.05999755859375, + 281.0400085449219, + 278.1000061035156, + 276.7900085449219, + 281.6099853515625, + 285.760009765625, + 285.1199951171875, + 285.29998779296875, + 285.239990234375, + 289.239990234375, + 284.9100036621094, + 288.739990234375, + 285.010009765625, + 283.3599853515625, + 291.8800048828125, + 294.8900146484375, + 293.6400146484375, + 293.54998779296875, + 290.6400146484375, + 292.0799865722656, + 291.0400085449219, + 292.6099853515625, + 298.760009765625, + 298.3900146484375, + 300.80999755859375, + 298.6499938964844, + 303.4800109863281, + 303.2699890136719, + 306.45001220703125, + 304.1300048828125, + 308.29998779296875, + 303.3900146484375, + 309.6499938964844, + 306.0899963378906, + 309.0400085449219, + 309.3599853515625, + 309.55999755859375, + 311.2900085449219, + 310.5199890136719, + 311.2300109863281, + 310.45001220703125, + 308.55999755859375, + 305.3399963378906, + 307.9700012207031, + 308.32000732421875, + 308.0, + 308.3299865722656, + 307.8699951171875, + 301.70001220703125, + 299.6700134277344, + 295.5199890136719, + 299.3399963378906, + 296.79998779296875, + 292.79998779296875, + 288.0400085449219, + 288.6400146484375, + 287.19000244140625, + 288.5199890136719, + 290.1400146484375, + 290.739990234375, + 296.010009765625, + 296.55999755859375, + 301.5299987792969, + 304.70001220703125, + 298.5299987792969, + 302.5400085449219, + 301.2099914550781, + 300.92999267578125, + 305.25, + 297.8999938964844, + 298.6700134277344, + 300.69000244140625, + 308.82000732421875, + 311.7300109863281, + 322.3599853515625, + 324.04998779296875, + 327.3599853515625, + 326.25, + 325.489990234375, + 334.1700134277344, + 329.44000244140625, + 328.8999938964844, + 331.19000244140625, + 326.6099853515625, + 327.70001220703125, + 329.0899963378906, + 329.6499938964844, + 324.1499938964844, + 320.54998779296875, + 324.5799865722656, + 326.7099914550781, + 324.260009765625, + 320.80999755859375, + 320.04998779296875, + 317.6000061035156, + 319.5400085449219, + 316.6300048828125, + 316.8900146484375, + 322.7300109863281, + 313.6300048828125, + 312.92999267578125, + 312.9800109863281 + ], + "strengths": [ + 0.647142767906189, + 0.8240909576416016, + 0.8399999141693115, + 0.5999999046325684, + 0.6399999856948853, + 0.869999885559082, + 0.8399999141693115, + 0.6599999666213989, + 0.7599999904632568, + 0.809999942779541, + 0.7999999523162842, + 0.809999942779541, + 1.0799999237060547, + 1.1299998760223389, + 1.0099999904632568, + 0.9700000286102295, + 0.940000057220459, + 1.0099999904632568, + 1.059999942779541, + 0.9200000762939453, + 0.9800000190734863, + 1.119999885559082, + 1.0999999046325684, + 1.1599998474121094, + 1.2000000476837158, + 1.1299998760223389, + 1.1700000762939453, + 1.2699999809265137, + 1.3599998950958252, + 1.2999999523162842, + 1.190000057220459, + 1.0399999618530273, + 0.9099998474121094, + 0.9600000381469727, + 1.2799999713897705, + 1.5399999618530273, + 1.6299998760223389, + 1.809999942779541, + 1.8999998569488525, + 1.8499999046325684, + 1.8499999046325684, + 1.8499999046325684, + 2.059999942779541, + 2.7100000381469727, + 3.3499999046325684, + 3.9099998474121094, + 4.029999732971191, + 4.090000152587891, + 4.150000095367432, + 4.170000076293945, + 4.259999752044678, + 4.380000114440918, + 4.860000133514404, + 5.239999771118164, + 5.309999942779541, + 5.579999923706055, + 5.96999979019165, + 6.170000076293945, + 6.159999847412109, + 6.519999980926514, + 6.369999885559082, + 6.710000038146973, + 7.210000038146973, + 7.260000228881836, + 7.670000076293945, + 7.529999732971191, + 7.670000076293945, + 7.720000267028809, + 8.34000015258789, + 8.3100004196167, + 8.670000076293945, + 9.079999923706055, + 9.510000228881836, + 9.109999656677246, + 9.399999618530273, + 9.210000038146973, + 8.869999885559082, + 8.84000015258789, + 8.789999961853027, + 9.1899995803833, + 9.380000114440918, + 9.640000343322754, + 9.899999618530273, + 10.680000305175781, + 10.479999542236328, + 10.649999618530273, + 11.319999694824219, + 11.449999809265137, + 11.460000038146973, + 11.710000038146973, + 12.199999809265137, + 11.769999504089355, + 11.5, + 11.960000038146973, + 12.220000267028809, + 12.069999694824219, + 12.40999984741211, + 12.760000228881836, + 12.989999771118164, + 12.970000267028809, + 13.019999504089355, + 12.970000267028809, + 13.460000038146973, + 13.90999984741211, + 14.739999771118164, + 14.390000343322754, + 14.769999504089355, + 15.710000038146973, + 16.290000915527344, + 16.479999542236328, + 16.470001220703125, + 16.31999969482422, + 16.779998779296875, + 15.999999046325684, + 15.369999885559082, + 14.729999542236328, + 14.579999923706055, + 14.519999504089355, + 15.470000267028809, + 15.080000877380371, + 15.6899995803833, + 16.139999389648438, + 16.939998626708984, + 17.560001373291016, + 18.150001525878906, + 18.110000610351562, + 18.580001831054688, + 18.290000915527344, + 18.189998626708984, + 17.630001068115234, + 17.59000015258789, + 16.979999542236328, + 16.479999542236328, + 16.790000915527344, + 17.049999237060547, + 17.369998931884766, + 17.81999969482422, + 17.59000015258789, + 18.110000610351562, + 18.150001525878906, + 18.849998474121094, + 18.619998931884766, + 18.880001068115234, + 19.549999237060547, + 19.830001831054688, + 20.220001220703125, + 20.729999542236328, + 20.830001831054688, + 20.709999084472656, + 20.990001678466797, + 20.81999969482422, + 20.15999984741211, + 19.81999969482422, + 20.150001525878906, + 19.970001220703125, + 20.669998168945312, + 21.400001525878906, + 20.889999389648438, + 21.830001831054688, + 22.520000457763672, + 22.889999389648438, + 23.259998321533203, + 23.990001678466797, + 23.959999084472656, + 23.770000457763672, + 24.139999389648438, + 24.650001525878906, + 24.5, + 24.740001678466797, + 25.369998931884766, + 25.349998474121094, + 25.450000762939453, + 25.860000610351562, + 26.200000762939453, + 26.630001068115234, + 26.029998779296875, + 26.560001373291016, + 26.529998779296875, + 26.459999084472656, + 26.65999984741211, + 27.770000457763672, + 28.139999389648438, + 28.209999084472656, + 28.75, + 29.529998779296875, + 30.270000457763672, + 29.959999084472656, + 30.87000274658203, + 30.860000610351562, + 30.229999542236328, + 30.279998779296875, + 30.220001220703125, + 30.700000762939453, + 30.720001220703125, + 30.90999984741211, + 31.15999984741211, + 30.43000030517578, + 30.639999389648438, + 32.08000183105469, + 32.78000259399414, + 33.53000259399414, + 33.15999984741211, + 33.09000015258789, + 32.47999954223633, + 32.97999954223633, + 33.81999969482422, + 33.76000213623047, + 33.4900016784668, + 32.400001525878906, + 32.720001220703125, + 32.58000183105469, + 32.95000076293945, + 33.630001068115234, + 34.09000015258789, + 34.470001220703125, + 34.40999984741211, + 34.83000183105469, + 35.470001220703125, + 36.92000198364258, + 36.78000259399414, + 37.33000183105469, + 37.33000183105469, + 38.10000228881836, + 38.040000915527344, + 37.87000274658203, + 40.5, + 40.62000274658203, + 41.58000183105469, + 41.59000015258789, + 41.79999923706055, + 42.75, + 42.810001373291016, + 42.63999938964844, + 43.400001525878906, + 43.36000061035156, + 43.540000915527344, + 42.790000915527344, + 42.17000198364258, + 43.02000045776367, + 43.880001068115234, + 44.150001525878906, + 44.88999938964844, + 44.19000244140625, + 45.93000030517578, + 45.85000228881836, + 47.28000259399414, + 46.9900016784668, + 46.12000274658203, + 45.56999969482422, + 44.85000228881836, + 45.459999084472656, + 45.81999969482422, + 46.87000274658203, + 46.90999984741211, + 45.87000274658203, + 46.28000259399414, + 45.12000274658203, + 46.150001525878906, + 47.43000030517578, + 49.06999969482422, + 48.94000244140625, + 50.38999938964844, + 49.970001220703125, + 50.42000198364258, + 49.650001525878906, + 50.380001068115234, + 50.88999938964844, + 51.959999084472656, + 52.87000274658203, + 53.44000244140625, + 52.53000259399414, + 52.68000030517578, + 52.76000213623047, + 52.11000061035156, + 53.77000045776367, + 53.76000213623047, + 54.43000030517578, + 53.67000198364258, + 54.22999954223633, + 52.630001068115234, + 51.40999984741211, + 51.06999969482422, + 51.45000076293945, + 51.130001068115234, + 51.17000198364258, + 52.13999938964844, + 49.900001525878906, + 49.26000213623047, + 50.01000213623047, + 51.380001068115234, + 52.380001068115234, + 53.380001068115234, + 54.67000198364258, + 55.40999984741211, + 54.33000183105469, + 54.19000244140625, + 53.540000915527344, + 53.45000076293945, + 55.51000213623047, + 55.36000061035156, + 56.53000259399414, + 56.18000030517578, + 55.97999954223633, + 55.970001220703125, + 56.34000015258789, + 56.86000061035156, + 57.810001373291016, + 59.959999084472656, + 60.78000259399414, + 62.53000259399414, + 65.61000061035156, + 65.45000457763672, + 66.75, + 66.94000244140625, + 66.02000427246094, + 67.04000091552734, + 67.66000366210938, + 68.45999908447266, + 68.05999755859375, + 68.23999786376953, + 68.52000427246094, + 70.59000396728516, + 70.75, + 70.87999725341797, + 71.6500015258789, + 71.5999984741211, + 71.36000061035156, + 74.22000122070312, + 73.91000366210938, + 73.9000015258789, + 75.9800033569336, + 77.13999938964844, + 78.36000061035156, + 77.97000122070312, + 75.37000274658203, + 72.45999908447266, + 72.77999877929688, + 73.41000366210938, + 72.70000457763672, + 73.52000427246094, + 75.12999725341797, + 75.0999984741211, + 76.20999908447266, + 75.11000061035156, + 72.41000366210938, + 73.20000457763672, + 75.44000244140625, + 75.84000396728516, + 76.70000457763672, + 76.5999984741211, + 76.44000244140625, + 75.79000091552734, + 77.88999938964844, + 76.30000305175781, + 80.08000183105469, + 81.05000305175781, + 80.23999786376953, + 82.22000122070312, + 81.98999786376953, + 81.98999786376953, + 82.55000305175781, + 83.16000366210938, + 85.62000274658203, + 89.59000396728516, + 90.93000030517578, + 90.27000427246094, + 88.93000030517578, + 85.41999816894531, + 82.08000183105469, + 84.81999969482422, + 83.97000122070312, + 83.31999969482422, + 85.47000122070312, + 86.30999755859375, + 85.18000030517578, + 83.06999969482422, + 78.0999984741211, + 78.06999969482422, + 80.1500015258789, + 82.83000183105469, + 83.12000274658203, + 84.86000061035156, + 88.02000427246094, + 87.75, + 86.5, + 91.37999725341797, + 94.68000030517578, + 95.30000305175781, + 99.87000274658203, + 103.56999969482422, + 101.70999908447266, + 103.95000457763672, + 102.22000122070312, + 101.66000366210938, + 101.36000061035156, + 99.59000396728516, + 102.66999816894531, + 106.34000396728516, + 107.04000091552734, + 102.41000366210938, + 99.58000183105469, + 97.36000061035156, + 93.77999877929688, + 96.75, + 99.02000427246094, + 102.30000305175781, + 104.3499984741211, + 104.9800033569336, + 106.66999816894531, + 110.84000396728516, + 112.09000396728516, + 107.8499984741211, + 105.95000457763672, + 112.91999816894531, + 113.37000274658203, + 114.05999755859375, + 115.66000366210938, + 113.1500015258789, + 112.45999908447266, + 107.30999755859375, + 107.84000396728516, + 106.70000457763672, + 107.77000427246094, + 103.20999908447266, + 99.8499984741211, + 99.84000396728516, + 101.51000213623047, + 96.9800033569336, + 101.27000427246094, + 101.4000015258789, + 103.41999816894531, + 104.79000091552734, + 105.9800033569336, + 106.16999816894531, + 104.73999786376953, + 108.55000305175781, + 107.02999877929688, + 108.20999908447266, + 112.87000274658203, + 115.37000274658203, + 117.18000030517578, + 117.1500015258789, + 112.97000122070312, + 115.11000061035156, + 108.79000091552734, + 111.20000457763672, + 114.41999816894531, + 111.80000305175781, + 113.5999984741211, + 115.38999938964844, + 118.06999969482422, + 119.48999786376953, + 119.09000396728516, + 115.73999786376953, + 113.88999938964844, + 118.05000305175781, + 120.8499984741211, + 115.93000030517578, + 116.52999877929688, + 114.2300033569336, + 119.05000305175781, + 121.9000015258789, + 125.70999908447266, + 127.04000091552734, + 127.7800064086914, + 129.46998596191406, + 125.05999755859375, + 125.83000183105469, + 128.61000061035156, + 129.87998962402344, + 129.84999084472656, + 128.12998962402344, + 136.3699951171875, + 142.39999389648438, + 143.8699951171875, + 146.7899932861328, + 148.88999938964844, + 148.38999938964844, + 148.4499969482422, + 148.3699951171875, + 153.58999633789062, + 153.76998901367188, + 156.6199951171875, + 152.87998962402344, + 156.32998657226562, + 160.25999450683594, + 163.82998657226562, + 171.12998962402344, + 170.59999084472656, + 168.84999084472656, + 168.489990234375, + 166.62998962402344, + 166.72999572753906, + 166.9199981689453, + 173.0399932861328, + 168.96998596191406, + 165.96998596191406, + 171.26998901367188, + 168.38999938964844, + 173.92999267578125, + 176.9499969482422, + 176.7899932861328, + 174.67999267578125, + 174.80999755859375, + 173.54998779296875, + 177.01998901367188, + 174.6699981689453, + 174.5, + 173.04998779296875, + 175.11000061035156, + 171.75999450683594, + 170.88999938964844, + 173.13999938964844, + 169.92999267578125, + 166.4399871826172, + 163.9499969482422, + 169.84999084472656, + 164.67999267578125, + 164.08999633789062, + 166.2899932861328, + 164.30999755859375, + 162.72999572753906, + 160.46998596191406, + 161.6199951171875, + 166.17999267578125, + 174.26998901367188, + 167.3199920654297, + 165.05999755859375, + 162.13999938964844, + 164.8199920654297, + 166.9399871826172, + 170.1199951171875, + 168.0699920654297, + 167.9199981689453, + 165.61000061035156, + 165.05999755859375, + 157.8199920654297, + 158.22999572753906, + 150.95999145507812, + 156.04998779296875, + 148.52999877929688, + 146.9499969482422, + 140.96998596191406, + 144.51998901367188, + 143.3699951171875, + 143.3699951171875, + 142.6899871826172, + 143.27999877929688, + 142.13999938964844, + 140.20999145507812, + 141.75999450683594, + 141.3699951171875, + 139.1599884033203, + 141.3699951171875, + 143.46998596191406, + 142.17999267578125, + 145.25999450683594, + 146.58999633789062, + 151.04998779296875, + 152.1899871826172, + 152.61000061035156, + 158.09999084472656, + 160.86000061035156, + 164.9399871826172, + 164.4199981689453, + 167.05999755859375, + 164.39999389648438, + 166.1999969482422, + 166.83999633789062, + 175.17999267578125, + 172.9399871826172, + 173.6699981689453, + 175.39999389648438, + 178.8699951171875, + 176.77999877929688, + 170.33999633789062, + 172.84999084472656, + 170.11000061035156, + 166.45999145507812, + 167.1599884033203, + 174.1899871826172, + 178.07998657226562, + 183.1999969482422, + 184.26998901367188, + 184.5, + 184.21998596191406, + 185.32998657226562, + 184.739990234375, + 184.75, + 183.3199920654297, + 180.8699951171875, + 182.71998596191406, + 184.47999572753906, + 182.8699951171875, + 183.71998596191406, + 190.25999450683594, + 190.4399871826172, + 182.4199981689453, + 177.92999267578125, + 178.0, + 172.4199981689453, + 174.7899932861328, + 176.62998962402344, + 178.46998596191406, + 177.6199951171875, + 180.1599884033203, + 179.8199920654297, + 183.92999267578125, + 184.02999877929688, + 190.75, + 189.55999755859375, + 190.9499969482422, + 196.62998962402344, + 195.9099884033203, + 196.4199981689453, + 192.47999572753906, + 193.17999267578125, + 195.09999084472656, + 197.70999145507812, + 197.3199920654297, + 188.0399932861328, + 187.54998779296875, + 187.75999450683594, + 191.239990234375, + 188.82998657226562, + 192.58999633789062, + 193.5, + 197.05999755859375, + 192.739990234375, + 194.52999877929688, + 195.77999877929688, + 192.989990234375, + 190.75999450683594, + 194.11000061035156, + 205.80999755859375, + 200.6199951171875, + 203.6599884033203, + 206.75, + 205.4099884033203, + 200.1199951171875, + 201.46998596191406, + 208.7899932861328, + 208.17999267578125, + 209.62998962402344, + 215.1999969482422, + 218.4099884033203, + 215.57998657226562, + 209.75999450683594, + 213.42999267578125, + 211.8699951171875, + 212.02999877929688, + 217.12998962402344, + 213.6699981689453, + 210.59999084472656, + 219.86000061035156, + 216.4399871826172, + 211.36000061035156, + 217.1699981689453, + 218.76998901367188, + 220.46998596191406, + 218.9199981689453, + 221.36000061035156, + 217.38999938964844, + 216.62998962402344, + 216.46998596191406, + 217.6999969482422, + 219.72999572753906, + 218.36000061035156, + 214.01998901367188, + 212.5, + 210.8199920654297, + 209.4199981689453, + 208.71998596191406, + 216.59999084472656, + 218.45999145507812, + 218.61000061035156, + 213.32998657226562, + 205.2899932861328, + 198.30999755859375, + 195.6699981689453, + 195.30999755859375, + 198.34999084472656, + 200.09999084472656, + 199.37998962402344, + 204.89999389648438, + 206.9099884033203, + 210.25, + 209.13999938964844, + 211.09999084472656, + 211.739990234375, + 212.4099884033203, + 208.36000061035156, + 209.95999145507812, + 215.20999145507812, + 219.02999877929688, + 224.55999755859375, + 230.57998657226562, + 227.86000061035156, + 233.51998901367188, + 233.72999572753906, + 238.02999877929688, + 233.72999572753906, + 234.6199951171875, + 233.3699951171875, + 231.52999877929688, + 234.11000061035156, + 240.5, + 244.6999969482422, + 243.0399932861328, + 248.8199920654297, + 251.7899932861328, + 250.55999755859375, + 253.00999450683594, + 247.17999267578125, + 241.57998657226562, + 248.489990234375, + 252.89999389648438, + 251.33999633789062, + 247.489990234375, + 245.29998779296875, + 241.46998596191406, + 248.70999145507812, + 247.21998596191406, + 237.0399932861328, + 234.6599884033203, + 235.34999084472656, + 230.6699981689453, + 231.72999572753906, + 228.26998901367188, + 227.9499969482422, + 228.5, + 226.14999389648438, + 228.79998779296875, + 219.0, + 211.0, + 210.11000061035156, + 205.3199920654297, + 201.239990234375, + 199.27999877929688, + 201.9099884033203, + 205.7899932861328, + 195.6899871826172, + 194.54998779296875, + 196.6599884033203, + 191.4099884033203, + 191.739990234375, + 187.0399932861328, + 191.89999389648438, + 195.88999938964844, + 195.08999633789062, + 206.11000061035156, + 208.67999267578125, + 205.739990234375, + 215.33999633789062, + 223.29998779296875, + 223.84999084472656, + 220.33999633789062, + 216.8699951171875, + 218.0699920654297, + 222.58999633789062, + 224.26998901367188, + 230.17999267578125, + 232.27999877929688, + 233.62998962402344, + 236.6899871826172, + 227.4099884033203, + 226.239990234375, + 215.32998657226562, + 212.1999969482422, + 212.27999877929688, + 212.1699981689453, + 208.4099884033203, + 205.47999572753906, + 207.25, + 207.4199981689453, + 212.2899932861328, + 217.33999633789062, + 220.26998901367188, + 219.46998596191406, + 218.75999450683594, + 216.96998596191406, + 218.30999755859375, + 213.7899932861328, + 216.92999267578125, + 224.9499969482422, + 225.6699981689453, + 228.25999450683594, + 232.64999389648438, + 231.25, + 228.42999267578125, + 231.59999084472656, + 231.0, + 233.45999145507812, + 233.45999145507812, + 230.84999084472656, + 228.42999267578125, + 225.17999267578125, + 221.00999450683594, + 221.0399932861328, + 221.21998596191406, + 228.55999755859375, + 229.34999084472656, + 230.00999450683594, + 232.25999450683594, + 229.97999572753906, + 237.6699981689453, + 241.37998962402344, + 241.29998779296875, + 236.04998779296875, + 238.239990234375, + 244.76998901367188, + 239.14999389648438, + 244.75, + 247.25, + 252.20999145507812, + 249.37998962402344, + 256.1000061035156, + 251.5, + 250.05999755859375, + 246.64999389648438, + 247.61000061035156, + 249.6999969482422, + 252.5399932861328, + 249.9199981689453, + 252.7899932861328, + 254.6899871826172, + 265.4200134277344, + 267.010009765625, + 262.9700012207031, + 260.6499938964844, + 259.1100158691406, + 260.6300048828125, + 258.25, + 254.64999389648438, + 256.0500183105469, + 255.6999969482422, + 258.8600158691406, + 253.50999450683594, + 252.0, + 254.20999145507812, + 260.1700134277344, + 265.2200012207031, + 264.6400146484375, + 261.55999755859375, + 257.7799987792969, + 256.94000244140625, + 259.75, + 260.70001220703125, + 259.8600158691406, + 265.7900085449219, + 260.5, + 261.6100158691406, + 265.1300048828125, + 268.1499938964844, + 267.5400085449219, + 268.9700012207031, + 268.7799987792969, + 270.4900207519531, + 265.77001953125, + 266.57000732421875, + 266.0, + 261.95001220703125, + 259.94000244140625, + 255.24998474121094, + 259.2900085449219, + 257.8699951171875, + 254.99000549316406, + 255.4399871826172, + 258.57000732421875, + 261.3699951171875, + 260.1000061035156, + 258.20001220703125, + 257.07000732421875, + 256.3600158691406, + 262.4300231933594, + 260.6400146484375, + 264.8800048828125, + 266.3999938964844, + 270.1499938964844, + 265.1800231933594, + 272.1000061035156, + 277.760009765625, + 275.8699951171875, + 272.8600158691406, + 269.1800231933594, + 274.2900085449219, + 276.70001220703125, + 276.1600036621094, + 276.05999755859375, + 275.4900207519531, + 281.3999938964844, + 282.7200012207031, + 283.7300109863281, + 278.4700012207031, + 279.260009765625, + 279.2900085449219, + 280.3800048828125, + 276.8699951171875, + 278.8500061035156, + 279.83001708984375, + 276.8900146484375, + 275.58001708984375, + 280.3999938964844, + 284.5500183105469, + 283.9100036621094, + 284.0899963378906, + 284.0299987792969, + 288.0299987792969, + 283.70001220703125, + 287.5299987792969, + 283.8000183105469, + 282.1499938964844, + 290.6700134277344, + 293.6800231933594, + 292.4300231933594, + 292.3399963378906, + 289.4300231933594, + 290.8699951171875, + 289.83001708984375, + 291.3999938964844, + 297.5500183105469, + 297.1800231933594, + 299.6000061035156, + 297.44000244140625, + 302.27001953125, + 302.05999755859375, + 305.2400207519531, + 302.9200134277344, + 307.0899963378906, + 302.1800231933594, + 308.44000244140625, + 304.8800048828125, + 307.83001708984375, + 308.1499938964844, + 308.3500061035156, + 310.08001708984375, + 309.30999755859375, + 310.02001953125, + 309.2400207519531, + 307.3500061035156, + 304.1300048828125, + 306.760009765625, + 307.1100158691406, + 306.7900085449219, + 307.1199951171875, + 306.6600036621094, + 300.4900207519531, + 298.46002197265625, + 294.30999755859375, + 298.1300048828125, + 295.5899963378906, + 291.5899963378906, + 286.83001708984375, + 287.4300231933594, + 285.9800109863281, + 287.30999755859375, + 288.9300231933594, + 289.5299987792969, + 294.8000183105469, + 295.3500061035156, + 300.32000732421875, + 303.4900207519531, + 297.32000732421875, + 301.33001708984375, + 300.0, + 299.7200012207031, + 304.0400085449219, + 296.69000244140625, + 297.46002197265625, + 299.4800109863281, + 307.6100158691406, + 310.52001953125, + 321.1499938964844, + 322.8399963378906, + 326.1499938964844, + 325.0400085449219, + 324.2799987792969, + 332.96002197265625, + 328.2300109863281, + 327.69000244140625, + 329.9800109863281, + 325.3999938964844, + 326.4900207519531, + 327.8800048828125, + 328.44000244140625, + 322.94000244140625, + 319.3399963378906, + 323.3699951171875, + 325.5, + 323.0500183105469, + 319.6000061035156, + 318.8399963378906, + 316.3900146484375, + 318.33001708984375, + 315.4200134277344, + 315.6800231933594, + 321.52001953125, + 312.4200134277344, + 311.7200012207031, + 311.77001953125 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 7.199319952633232e-05, + 5.7942572311731055e-05, + 5.1153168897144496e-05, + 4.553877442958765e-05, + 3.9857386582298204e-05, + 3.577465395210311e-05, + 3.3180389436893165e-05, + 3.066997305722907e-05, + 2.8435006242943928e-05, + 2.656854485394433e-05, + 2.4945629775174893e-05, + 2.3115440853871405e-05, + 2.151976696040947e-05, + 2.0302224584156647e-05, + 1.927668745338451e-05, + 1.8391965568298474e-05, + 1.7541326087666675e-05, + 1.6742929801694117e-05, + 1.6115593098220415e-05, + 1.5504281691391952e-05, + 1.4869028746034019e-05, + 1.4302298950497061e-05, + 1.3757504348177463e-05, + 1.324352797382744e-05, + 1.2799426258425228e-05, + 1.2375125152175315e-05, + 1.1950830412388314e-05, + 1.1533545148267876e-05, + 1.1166091098857578e-05, + 1.085322492144769e-05, + 1.0595957064651884e-05, + 1.0381821084592957e-05, + 1.0166094398300629e-05, + 9.894063623505645e-06, + 9.589061846781988e-06, + 9.290222806157544e-06, + 8.984106898424216e-06, + 8.688549314683769e-06, + 8.42304689285811e-06, + 8.176880328392144e-06, + 7.947871381475125e-06, + 7.710931640758645e-06, + 7.425272087857593e-06, + 7.1080203269957565e-06, + 6.780204330425477e-06, + 6.482026947196573e-06, + 6.213394499354763e-06, + 5.969920039206045e-06, + 5.750046511820983e-06, + 5.547129603655776e-06, + 5.358007001632359e-06, + 5.168009465705836e-06, + 4.983212875231402e-06, + 4.814035492017865e-06, + 4.652980805985862e-06, + 4.496930614550365e-06, + 4.350783456175122e-06, + 4.218013145873556e-06, + 4.089798039785819e-06, + 3.975117124355165e-06, + 3.864136033371324e-06, + 3.7547185911535053e-06, + 3.65353366760246e-06, + 3.5551915971154813e-06, + 3.4661350127862534e-06, + 3.382113163752365e-06, + 3.3035689739335794e-06, + 3.2247558010567445e-06, + 3.1517779461864848e-06, + 3.0808841984253377e-06, + 3.0117673759377794e-06, + 2.944402922366862e-06, + 2.8841595849371515e-06, + 2.8259187274670694e-06, + 2.7723247058020206e-06, + 2.7236214918957558e-06, + 2.6776529011840466e-06, + 2.6342627279518638e-06, + 2.5911688226187835e-06, + 2.5493905013718177e-06, + 2.508591023797635e-06, + 2.468768570906832e-06, + 2.427991603326518e-06, + 2.3900054202385945e-06, + 2.3532854811492143e-06, + 2.316178097316879e-06, + 2.2805065782449674e-06, + 2.2465251277026255e-06, + 2.213440666309907e-06, + 2.1806024506076938e-06, + 2.150374712073244e-06, + 2.1221044335106853e-06, + 2.0939341993653215e-06, + 2.0663628674810752e-06, + 2.040247409240692e-06, + 2.014474375755526e-06, + 1.9890426301572006e-06, + 1.964193643289036e-06, + 1.940361016750103e-06, + 1.9173528471583268e-06, + 1.895286231956561e-06, + 1.8732315538727562e-06, + 1.8512940869186423e-06, + 1.8289433683094103e-06, + 1.8079570054396754e-06, + 1.787217115634121e-06, + 1.7659986042417586e-06, + 1.7448616063120426e-06, + 1.7243183947357466e-06, + 1.7045759932443616e-06, + 1.6857388800417539e-06, + 1.6670771856297506e-06, + 1.6499063804076286e-06, + 1.6339444073310005e-06, + 1.6191039549084962e-06, + 1.6048285260694684e-06, + 1.5909997728158487e-06, + 1.5766754586366005e-06, + 1.5631009091521264e-06, + 1.5493652654186008e-06, + 1.5356326912296936e-06, + 1.5216355677694082e-06, + 1.5075581814016914e-06, + 1.4934498722141143e-06, + 1.4797986978010158e-06, + 1.4662132343801204e-06, + 1.4532341765516321e-06, + 1.440692813048372e-06, + 1.4288675629359204e-06, + 1.4173755289448309e-06, + 1.4065575442145928e-06, + 1.3963028777652653e-06, + 1.3860923218089738e-06, + 1.3759599823970348e-06, + 1.365873686154373e-06, + 1.3557656757257064e-06, + 1.3460166883305646e-06, + 1.3362075605982682e-06, + 1.3266007954371162e-06, + 1.3168527175366762e-06, + 1.3074444495941862e-06, + 1.2981198551642592e-06, + 1.28868509818858e-06, + 1.2793370842700824e-06, + 1.2700269280685461e-06, + 1.2607063126779394e-06, + 1.2515611160779372e-06, + 1.2426781950125587e-06, + 1.2338799706412829e-06, + 1.225348796651815e-06, + 1.2172650940556196e-06, + 1.2094798194084433e-06, + 1.2017234212180483e-06, + 1.1941888260480482e-06, + 1.1865447504533222e-06, + 1.1787926723627606e-06, + 1.1713785852407455e-06, + 1.16378737402556e-06, + 1.1561197652554256e-06, + 1.1484911510706297e-06, + 1.1409042599552777e-06, + 1.1332480198689154e-06, + 1.125766630138969e-06, + 1.118501131713856e-06, + 1.111276446863485e-06, + 1.1040541494367062e-06, + 1.0970254606945673e-06, + 1.0900738516284036e-06, + 1.0830925702975946e-06, + 1.0762611282189027e-06, + 1.0695424634832307e-06, + 1.0628540394463926e-06, + 1.056215637618152e-06, + 1.049605998559855e-06, + 1.043274437506625e-06, + 1.0369409437771537e-06, + 1.0307383035979e-06, + 1.0246710644423729e-06, + 1.0186738563788822e-06, + 1.0125476137545775e-06, + 1.006462071018177e-06, + 1.000480551738292e-06, + 9.945038073055912e-07, + 9.884864766718238e-07, + 9.82442770691705e-07, + 9.765807362782652e-07, + 9.706611763249384e-07, + 9.648621244195965e-07, + 9.592918104317505e-07, + 9.538179028822924e-07, + 9.484563747719221e-07, + 9.431105354451574e-07, + 9.378596814713092e-07, + 9.326727195002604e-07, + 9.275385650653334e-07, + 9.226133101947198e-07, + 9.177395554615941e-07, + 9.127264775088406e-07, + 9.076969718080363e-07, + 9.026469456330233e-07, + 8.977439733826031e-07, + 8.929384875955293e-07, + 8.88303475221619e-07, + 8.836773872644699e-07, + 8.790154311100196e-07, + 8.744421506889921e-07, + 8.699824434188486e-07, + 8.657380021759309e-07, + 8.615194246885949e-07, + 8.573846344006597e-07, + 8.532677497896657e-07, + 8.491317089465156e-07, + 8.450053314845718e-07, + 8.408991902797425e-07, + 8.368648423129343e-07, + 8.328451599481923e-07, + 8.288163257930137e-07, + 8.246906304520962e-07, + 8.206478696592967e-07, + 8.166114184859907e-07, + 8.126403940877935e-07, + 8.08653169315221e-07, + 8.047367714425491e-07, + 8.008999543562823e-07, + 7.968639579303272e-07, + 7.928845207061386e-07, + 7.88880186064489e-07, + 7.849430403439328e-07, + 7.810526199136802e-07, + 7.771410537316115e-07, + 7.732903100077237e-07, + 7.695189196965657e-07, + 7.657440050934383e-07, + 7.620349720127706e-07, + 7.583715273540292e-07, + 7.548288749603671e-07, + 7.51391553421854e-07, + 7.47938713629992e-07, + 7.444716061399959e-07, + 7.410376952066144e-07, + 7.376007715720334e-07, + 7.342698040702089e-07, + 7.308612453016394e-07, + 7.275119742189418e-07, + 7.241127377710654e-07, + 7.207877956716402e-07, + 7.175746077336953e-07, + 7.144469122977171e-07, + 7.114130085028592e-07, + 7.083816058184311e-07, + 7.053697004266724e-07, + 7.023330681477091e-07, + 6.993377041908388e-07, + 6.964500016692909e-07, + 6.935765668458771e-07, + 6.908128398208646e-07, + 6.880235901007836e-07, + 6.851959710729716e-07, + 6.823115086262987e-07, + 6.794753630856576e-07, + 6.765966418242897e-07, + 6.737825515301665e-07, + 6.709831268381095e-07, + 6.68264704017929e-07, + 6.65544064304413e-07, + 6.62833656406292e-07, + 6.601047743970412e-07, + 6.573671385012858e-07, + 6.546392796735745e-07, + 6.519952648886829e-07, + 6.493798991868971e-07, + 6.467961384259979e-07, + 6.442780886573019e-07, + 6.417144504666794e-07, + 6.391857141352375e-07, + 6.366598199747386e-07, + 6.342022516037105e-07, + 6.317513907561079e-07, + 6.294032459663867e-07, + 6.271374672905949e-07, + 6.249131843105715e-07, + 6.226986215551733e-07, + 6.205232239153702e-07, + 6.183711320773e-07, + 6.162032946122054e-07, + 6.141518156255188e-07, + 6.121481419540942e-07, + 6.101354301790707e-07, + 6.080898060645268e-07, + 6.060274131414189e-07, + 6.039491609044489e-07, + 6.018450449118973e-07, + 5.997371204102819e-07, + 5.976940542495868e-07, + 5.956789550509711e-07, + 5.937098990216327e-07, + 5.917652856624045e-07, + 5.897678079236357e-07, + 5.877977855561767e-07, + 5.85808436426305e-07, + 5.838534775648441e-07, + 5.819267130391381e-07, + 5.800212079520861e-07, + 5.781238314739312e-07, + 5.762295245403948e-07, + 5.743245310441125e-07, + 5.723707658944477e-07, + 5.704130217054626e-07, + 5.68422422020376e-07, + 5.663591764459852e-07, + 5.643264557875227e-07, + 5.622792400572507e-07, + 5.602517489933234e-07, + 5.582767244050046e-07, + 5.5629550388403e-07, + 5.543204792957113e-07, + 5.523466484191886e-07, + 5.504082309926162e-07, + 5.484881171469169e-07, + 5.465832941808912e-07, + 5.446447062240622e-07, + 5.427256155599025e-07, + 5.408263632489252e-07, + 5.389297825786343e-07, + 5.370575877350348e-07, + 5.352139282877033e-07, + 5.333196213541669e-07, + 5.314564077707473e-07, + 5.296160452417098e-07, + 5.277470336295664e-07, + 5.258731903268199e-07, + 5.239936058387684e-07, + 5.221468200033996e-07, + 5.203831960898242e-07, + 5.187069973544567e-07, + 5.170419967726048e-07, + 5.153810889169108e-07, + 5.137541734256956e-07, + 5.121268031871296e-07, + 5.104819820189732e-07, + 5.088559760224598e-07, + 5.072241151538037e-07, + 5.056334089204029e-07, + 5.041158601670759e-07, + 5.02597458762466e-07, + 5.010488166590221e-07, + 4.995083600078942e-07, + 4.979668801752268e-07, + 4.964437039234326e-07, + 4.949395133735379e-07, + 4.934634603159793e-07, + 4.919621687804465e-07, + 4.905065793536778e-07, + 4.88994658098818e-07, + 4.874808610111359e-07, + 4.859981004301517e-07, + 4.844948762183776e-07, + 4.83011888263718e-07, + 4.81544589092664e-07, + 4.800828037332394e-07, + 4.786257363775803e-07, + 4.771415547111246e-07, + 4.7560590132889047e-07, + 4.740651888823777e-07, + 4.725531255189708e-07, + 4.710801135843212e-07, + 4.696803159731644e-07, + 4.683487020429311e-07, + 4.6698625055796583e-07, + 4.6565088496208773e-07, + 4.6433871148110484e-07, + 4.6300587541736604e-07, + 4.616732951490121e-07, + 4.6037106926632987e-07, + 4.5911318125035905e-07, + 4.5794104153173976e-07, + 4.5677919047193427e-07, + 4.555965062991163e-07, + 4.543850877780642e-07, + 4.531803199370188e-07, + 4.519614549280959e-07, + 4.5070905230204517e-07, + 4.4947228161618114e-07, + 4.482644726522267e-07, + 4.470006444989849e-07, + 4.457042450667359e-07, + 4.444126489033806e-07, + 4.430732474247634e-07, + 4.416994840994448e-07, + 4.403652269502345e-07, + 4.390165031509241e-07, + 4.377045854653261e-07, + 4.3641369984470657e-07, + 4.351400662017113e-07, + 4.3390147652644373e-07, + 4.3263764837320196e-07, + 4.313424994961679e-07, + 4.300528644307633e-07, + 4.2883186779363314e-07, + 4.276563174698822e-07, + 4.2651780063351907e-07, + 4.254310113083193e-07, + 4.2431977931300935e-07, + 4.2319288695580326e-07, + 4.220395908305363e-07, + 4.208746133826935e-07, + 4.197140412998124e-07, + 4.185463922112831e-07, + 4.173453760358825e-07, + 4.161433935223613e-07, + 4.149985386447952e-07, + 4.138847202739271e-07, + 4.1270928363701387e-07, + 4.11541265066262e-07, + 4.1037807818611327e-07, + 4.092107133146783e-07, + 4.080801829786651e-07, + 4.0696761516301194e-07, + 4.0591598349237756e-07, + 4.048687571867049e-07, + 4.0384193766840326e-07, + 4.028140665468527e-07, + 4.018381218884315e-07, + 4.009016549844091e-07, + 3.9997269141167635e-07, + 3.9903565607346536e-07, + 3.981473355452181e-07, + 3.9722681322018616e-07, + 3.963123162975535e-07, + 3.953869907036278e-07, + 3.944569186842273e-07, + 3.9352389080704597e-07, + 3.925967746454262e-07, + 3.916894684152794e-07, + 3.907567247551924e-07, + 3.8984458683444245e-07, + 3.8892977727300604e-07, + 3.8798350487923017e-07, + 3.870246132464672e-07, + 3.8605921304224466e-07, + 3.8510253830281727e-07, + 3.8418781400650914e-07, + 3.8326359685925127e-07, + 3.8239718946897483e-07, + 3.8151850390022446e-07, + 3.8062165685914806e-07, + 3.797523504545097e-07, + 3.7887610915277037e-07, + 3.7799316032760544e-07, + 3.7709716593781195e-07, + 3.7619795989485283e-07, + 3.753092414626735e-07, + 3.7445249745360343e-07, + 3.736160181233572e-07, + 3.727558066657366e-07, + 3.718823506915214e-07, + 3.7105112937751983e-07, + 3.702220965351444e-07, + 3.6941554526492837e-07, + 3.6858139651485544e-07, + 3.677340600916068e-07, + 3.668673969059455e-07, + 3.659988863091712e-07, + 3.651327062925702e-07, + 3.6426243354981125e-07, + 3.634287395470892e-07, + 3.625966655818047e-07, + 3.6175316608932917e-07, + 3.6090835919821984e-07, + 3.6007077142130584e-07, + 3.5925094721278583e-07, + 3.5838570511259604e-07, + 3.5749025073528173e-07, + 3.565938300198468e-07, + 3.556876606580772e-07, + 3.5477717119647423e-07, + 3.538782209489e-07, + 3.529872856233851e-07, + 3.5210507576266536e-07, + 3.5120035590807674e-07, + 3.503031678064872e-07, + 3.493981068913854e-07, + 3.485229740363138e-07, + 3.476364724974701e-07, + 3.4673638538151863e-07, + 3.458252137988893e-07, + 3.448831193963997e-07, + 3.439536442328972e-07, + 3.4304298424103763e-07, + 3.4214335187243705e-07, + 3.412623357235134e-07, + 3.403893344966491e-07, + 3.395237229142367e-07, + 3.3863511816889513e-07, + 3.377759014711046e-07, + 3.369398484664998e-07, + 3.3608526450734644e-07, + 3.352529631683865e-07, + 3.344013919104327e-07, + 3.3354345418956655e-07, + 3.326946114157181e-07, + 3.318639301141957e-07, + 3.310404110834497e-07, + 3.3023044920810207e-07, + 3.2941198924163473e-07, + 3.2861186127775e-07, + 3.2781977665763407e-07, + 3.2704133445804473e-07, + 3.262606753651198e-07, + 3.255017020364903e-07, + 3.2475307421009347e-07, + 3.240011210436933e-07, + 3.232694041344075e-07, + 3.2255860560326255e-07, + 3.2186403586820234e-07, + 3.2115022463585774e-07, + 3.2046369824456633e-07, + 3.1978490255824e-07, + 3.1910238362797827e-07, + 3.1843313763602055e-07, + 3.177753455929633e-07, + 3.171314801875269e-07, + 3.1648772846892825e-07, + 3.1583073223373503e-07, + 3.1514710485680553e-07, + 3.144957929634984e-07, + 3.138580950690084e-07, + 3.1323611437983345e-07, + 3.12608420927063e-07, + 3.11977260025742e-07, + 3.1133882316680683e-07, + 3.1071272132976446e-07, + 3.100916785570007e-07, + 3.094835960837372e-07, + 3.088817663865484e-07, + 3.083101489664841e-07, + 3.0774080528317427e-07, + 3.072009917559626e-07, + 3.0664639893984713e-07, + 3.0612170576205244e-07, + 3.0560562436221517e-07, + 3.0511324666804285e-07, + 3.046112055926642e-07, + 3.041158436190017e-07, + 3.0362315328602563e-07, + 3.0313540833049046e-07, + 3.0264826023085334e-07, + 3.021675354375475e-07, + 3.0169579190442164e-07, + 3.012212630437716e-07, + 3.0075045742705697e-07, + 3.002893436132581e-07, + 2.998232560003089e-07, + 2.9935270617897913e-07, + 2.988887217725278e-07, + 2.984171203479491e-07, + 2.9794369993396685e-07, + 2.97458484510571e-07, + 2.9697224590563565e-07, + 2.964873999644624e-07, + 2.9598788842122303e-07, + 2.9548263569267874e-07, + 2.949676343177998e-07, + 2.9445735094668635e-07, + 2.939420369330037e-07, + 2.9343794949454605e-07, + 2.9293138936736796e-07, + 2.9242593768685765e-07, + 2.918984876032482e-07, + 2.913810703830677e-07, + 2.908646763444267e-07, + 2.903464348946727e-07, + 2.8982128696952714e-07, + 2.89305546630203e-07, + 2.888116625854309e-07, + 2.883134868625348e-07, + 2.878261113892222e-07, + 2.873519520107948e-07, + 2.868784747533937e-07, + 2.8638794447033433e-07, + 2.8588951295205334e-07, + 2.853799117019662e-07, + 2.848706230906828e-07, + 2.843638924332481e-07, + 2.838611408151337e-07, + 2.8335855972727586e-07, + 2.8286069664318347e-07, + 2.8236587468200014e-07, + 2.8187790235278953e-07, + 2.813993660311098e-07, + 2.8091884018977e-07, + 2.804365806241549e-07, + 2.7996139806418796e-07, + 2.7948686920353794e-07, + 2.78998413705267e-07, + 2.785125161608448e-07, + 2.7804989599644614e-07, + 2.776012308913778e-07, + 2.771548679447733e-07, + 2.7672481905938184e-07, + 2.762912174603116e-07, + 2.7585537054619635e-07, + 2.7541739200387383e-07, + 2.7498384724822245e-07, + 2.745465224052168e-07, + 2.7411235237195797e-07, + 2.7367073585082835e-07, + 2.732313362230343e-07, + 2.7277846470497025e-07, + 2.7233105015511683e-07, + 2.7188292506252765e-07, + 2.7142419867232093e-07, + 2.709698776470759e-07, + 2.705170345507213e-07, + 2.7007587277694256e-07, + 2.6963564891957503e-07, + 2.6919360607280396e-07, + 2.6874823788602953e-07, + 2.683063371478056e-07, + 2.6788757168105803e-07, + 2.674721315543138e-07, + 2.670584535735543e-07, + 2.66639375468003e-07, + 2.6622782911545073e-07, + 2.658103142039181e-07, + 2.653931119311892e-07, + 2.649705947987968e-07, + 2.6455958845872374e-07, + 2.6414699050292256e-07, + 2.6373399464318936e-07, + 2.6332909897064383e-07, + 2.629309392432333e-07, + 2.6252791940351017e-07, + 2.621029864258162e-07, + 2.616910421693319e-07, + 2.612752041386557e-07, + 2.6085544391207804e-07, + 2.60440742749779e-07, + 2.600389450435614e-07, + 2.596366073248646e-07, + 2.5922196300598443e-07, + 2.5881084297907364e-07, + 2.583992113613931e-07, + 2.57979024809174e-07, + 2.5755505816960067e-07, + 2.571390211869584e-07, + 2.567364845162956e-07, + 2.563292014201579e-07, + 2.559271479185554e-07, + 2.5552699867148476e-07, + 2.551195450450905e-07, + 2.547207884617819e-07, + 2.543299046919856e-07, + 2.539241279464477e-07, + 2.5352687771373894e-07, + 2.5314108142993064e-07, + 2.5274678705500264e-07, + 2.523518105590483e-07, + 2.519559814118111e-07, + 2.5156509764201473e-07, + 2.5117202540059225e-07, + 2.507881333713158e-07, + 2.5040762352546153e-07, + 2.5002941583807115e-07, + 2.496510660421336e-07, + 2.492712383173057e-07, + 2.4889578753573005e-07, + 2.4852971591826645e-07, + 2.48168078087474e-07, + 2.478111014170281e-07, + 2.474582174727402e-07, + 2.4710826096452365e-07, + 2.4674685050740663e-07, + 2.463842179167841e-07, + 2.460232053635991e-07, + 2.4567268042119395e-07, + 2.45336963189402e-07, + 2.450141494136915e-07, + 2.446969631364482e-07, + 2.4438173795715556e-07, + 2.440629316424747e-07, + 2.437427326640318e-07, + 2.434250916394376e-07, + 2.4310008939210093e-07, + 2.42773353420489e-07, + 2.4244286578323226e-07, + 2.4211564664256e-07, + 2.417868643078691e-07, + 2.4145862198565737e-07, + 2.411308344107965e-07, + 2.408107491191913e-07, + 2.4048966906775604e-07, + 2.4016205202315177e-07, + 2.3983017172213295e-07, + 2.3949158389768854e-07, + 2.3914563485050166e-07, + 2.388054838320386e-07, + 2.3845862529014994e-07, + 2.3811323046629695e-07, + 2.377632881689351e-07, + 2.374214176370515e-07, + 2.3707997343080933e-07, + 2.3674208193824597e-07, + 2.364084821238066e-07, + 2.3607283594628825e-07, + 2.3572978591346327e-07, + 2.3538251525678788e-07, + 2.3503943680225348e-07, + 2.346900345173708e-07, + 2.3433831586316956e-07, + 2.3399019255521125e-07, + 2.3364056289665314e-07, + 2.3330078136041266e-07, + 2.329703647774295e-07, + 2.3263221748948126e-07, + 2.3228986378853733e-07, + 2.3195137544007594e-07, + 2.3161980777786084e-07, + 2.3129283022171876e-07, + 2.3097253176729282e-07, + 2.3064424681251694e-07, + 2.3031958562569343e-07, + 2.300097605711926e-07, + 2.2970448299020063e-07, + 2.2939967436741426e-07, + 2.2910226959993452e-07, + 2.2880483641074534e-07, + 2.2851310177429696e-07, + 2.2822302980785025e-07, + 2.2793351206473744e-07, + 2.2764821494547505e-07, + 2.2736078619800537e-07, + 2.2708677249738685e-07, + 2.2682380063088203e-07, + 2.2656290354916564e-07, + 2.2630889873198612e-07, + 2.2606081984122284e-07, + 2.258159668144799e-07, + 2.2556876899670897e-07, + 2.2531767740474606e-07, + 2.2507971664254e-07, + 2.2484391593025066e-07, + 2.246063246502672e-07, + 2.2437582458678662e-07, + 2.2414562295125506e-07, + 2.2392175935692649e-07, + 2.23692751433191e-07, + 2.2345972183757112e-07, + 2.2322838333366235e-07, + 2.2298478086213436e-07, + 2.2273900412983494e-07, + 2.224975190756595e-07, + 2.2224566009754199e-07, + 2.2198548776941607e-07, + 2.2172567071265803e-07, + 2.2147087008761446e-07, + 2.212210290508665e-07, + 2.2097071905591292e-07, + 2.207161458045448e-07, + 2.2046063463676546e-07, + 2.201993964945359e-07, + 2.1993682253196312e-07, + 2.196737511894753e-07, + 2.1940833505595947e-07, + 2.1915433023877995e-07, + 2.1890257073664543e-07, + 2.1866382837743004e-07, + 2.184293492746292e-07, + 2.1819556650370941e-07, + 2.1796270743834611e-07, + 2.1773472269615013e-07, + 2.1751067436071025e-07, + 2.172854181026196e-07, + 2.170607018570081e-07, + 2.1683145234874246e-07, + 2.1659752746927552e-07, + 2.1636125779878057e-07, + 2.1612669343085145e-07, + 2.1589367804608628e-07, + 2.1566337693457172e-07, + 2.1543242212374025e-07, + 2.1520702375710243e-07, + 2.1497905322576116e-07, + 2.1474346567629254e-07, + 2.145079491810975e-07, + 2.142705994856442e-07, + 2.1402955496796494e-07, + 2.1379082681960426e-07, + 2.135558645477431e-07, + 2.1331848643058038e-07, + 2.1308258624230803e-07, + 2.128450375948887e-07, + 2.1260835580960702e-07, + 2.1237514147287584e-07, + 2.1214519563272916e-07, + 2.119192856753216e-07, + 2.1169832109535491e-07, + 2.1147802442555985e-07, + 2.112582961899534e-07, + 2.1103201675032324e-07, + 2.1080573731069308e-07, + 2.1057959997961007e-07, + 2.1035204156305554e-07, + 2.1012749584770063e-07, + 2.0989624260892015e-07, + 2.0966223246432492e-07, + 2.094291602361409e-07, + 2.0920197130180895e-07, + 2.0897348917969794e-07, + 2.087395785110857e-07, + 2.0851187798598403e-07, + 2.0827967261993763e-07, + 2.0804596090329142e-07, + 2.0780846909929096e-07, + 2.0757450158725987e-07, + 2.0733514816129173e-07, + 2.0710099590814934e-07, + 2.0686904633748782e-07, + 2.066411184387107e-07, + 2.0641311948566e-07, + 2.0618402629679622e-07, + 2.0595318517280248e-07, + 2.057255699128291e-07, + 2.054961782960163e-07, + 2.052659482387753e-07, + 2.050269216624656e-07, + 2.047874119170956e-07, + 2.0455244964523445e-07, + 2.0432044323115406e-07, + 2.0409068213211867e-07, + 2.0386043786402297e-07, + 2.0363313524285331e-07, + 2.0340985429356806e-07, + 2.0318614701864135e-07, + 2.029635339795277e-07, + 2.0273900247502752e-07, + 2.0251991372788325e-07, + 2.0230287134381797e-07, + 2.020847063022302e-07, + 2.018622353716637e-07, + 2.016362969925467e-07, + 2.0141168022291822e-07, + 2.011904882692761e-07, + 2.0097327535495424e-07, + 2.0075754036952276e-07, + 2.0054021376836317e-07, + 2.0032287295634887e-07, + 2.0010701007322496e-07, + 1.9988702604223363e-07, + 1.996721721297945e-07, + 1.9945719031966291e-07, + 1.9924007688132406e-07, + 1.9902130077298352e-07, + 1.9880380364156736e-07, + 1.985859512387833e-07, + 1.9836903675241047e-07, + 1.981515396209943e-07, + 1.979386041739417e-07, + 1.9772579662458156e-07, + 1.975141827870175e-07, + 1.9730653377791896e-07, + 1.971011869272843e-07, + 1.969002170199019e-07, + 1.9669673179123492e-07, + 1.9649505134111678e-07, + 1.9629626990536053e-07, + 1.960977868975533e-07, + 1.958975417437614e-07, + 1.9569580445022439e-07, + 1.9549570140497963e-07, + 1.9529771577708743e-07, + 1.9510123649979505e-07, + 1.9490593672344403e-07, + 1.9470667211862747e-07, + 1.9450941124432575e-07, + 1.9430960662703e-07, + 1.9410934726238338e-07, + 1.9390694205867476e-07, + 1.9370892800907313e-07, + 1.9350643754023622e-07, + 1.9330045120113937e-07, + 1.930965964902498e-07, + 1.9289565500457684e-07, + 1.926980957023261e-07, + 1.924974810663116e-07, + 1.9229578640533873e-07, + 1.9209518598017894e-07, + 1.9189533873031905e-07, + 1.9169658571627224e-07, + 1.9149427998854662e-07, + 1.9129173267629085e-07, + 1.910891995748898e-07, + 1.9089110026015987e-07, + 1.9069311463226768e-07, + 1.904957969145471e-07, + 1.9029835129913408e-07, + 1.9010407470432256e-07, + 1.8990905914506584e-07, + 1.897140151640997e-07, + 1.8952165703467472e-07, + 1.8933086209926842e-07, + 1.8913736710146622e-07, + 1.8894166942118318e-07, + 1.8874708018756792e-07, + 1.8855301675557712e-07, + 1.8835964965546736e-07, + 1.8816423619227862e-07, + 1.8797241807533283e-07, + 1.8777865307129105e-07, + 1.8758807129870547e-07, + 1.8739922325039515e-07, + 1.8720531613780622e-07, + 1.8701007320487406e-07, + 1.8681635083339643e-07, + 1.8662333900465455e-07, + 1.8643291355147085e-07, + 1.8624218967033812e-07, + 1.8605280160954862e-07, + 1.858630156448271e-07, + 1.856698901292475e-07, + 1.8547765989751497e-07, + 1.8528453438193537e-07, + 1.850934836511442e-07, + 1.84899988653342e-07, + 1.847073178851133e-07, + 1.8451329708568665e-07, + 1.84321422125322e-07, + 1.8412760027786135e-07, + 1.8393753009604552e-07, + 1.8374421983935463e-07, + 1.8355379438617092e-07, + 1.8336220364290057e-07, + 1.8317108185783582e-07, + 1.8298051429610496e-07, + 1.8278954883044207e-07, + 1.825997060223017e-07, + 1.8241010479869146e-07, + 1.8222164044345845e-07, + 1.8203498086677428e-07, + 1.8185089345479355e-07, + 1.816658539155469e-07, + 1.81481226491087e-07, + 1.8129742329620058e-07, + 1.811140322161009e-07, + 1.8093153641984827e-07, + 1.807533038800102e-07, + 1.8057683348615683e-07, + 1.8040337579350307e-07, + 1.802282270091382e-07, + 1.8005511037699762e-07, + 1.798848785483642e-07, + 1.7971794363802474e-07, + 1.795511366253777e-07, + 1.793856796439286e-07, + 1.792199384453852e-07, + 1.7905375671034562e-07, + 1.788877170838532e-07, + 1.7871919055778562e-07, + 1.7855084877282934e-07, + 1.783802190402639e-07, + 1.7820832454162883e-07, + 1.7804046592573286e-07, + 1.7787085937470692e-07, + 1.7770250337889593e-07, + 1.7753482950411126e-07, + 1.7736526558564947e-07, + 1.7720032019497012e-07, + 1.7703544585856434e-07, + 1.7686993203369639e-07, + 1.7670048180207232e-07, + 1.765299515454899e-07, + 1.7635414906180813e-07, + 1.7617801972846792e-07, + 1.760006824724769e-07, + 1.758245531391367e-07, + 1.7564941856562655e-07, + 1.7547021968766785e-07, + 1.752941614086012e-07, + 1.7511899841338163e-07, + 1.7494318171884515e-07, + 1.74770391936363e-07, + 1.7459760215388087e-07, + 1.7442465605199686e-07, + 1.7425199416720716e-07, + 1.7408278552011325e-07, + 1.739159785074662e-07, + 1.737476083008005e-07, + 1.735786838708009e-07, + 1.7341157843020483e-07, + 1.7324677514807263e-07, + 1.730828813606422e-07, + 1.7292074971919646e-07, + 1.727581206978357e-07, + 1.7259746698528033e-07, + 1.7243718275494757e-07, + 1.7227442583589436e-07, + 1.721167706136839e-07, + 1.7195992541019223e-07, + 1.7180353495405143e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.005381354130804539, + 0.004236798267811537, + 0.003702579066157341, + 0.0032699638977646828, + 0.002838553162291646, + 0.0025320991408079863, + 0.0023391766007989645, + 0.002155760070309043, + 0.0019930601119995117, + 0.0018576461588963866, + 0.0017402697121724486, + 0.0016082839574664831, + 0.0014935254584997892, + 0.0014061885885894299, + 0.0013328032800927758, + 0.0012696379562839866, + 0.0012093051336705685, + 0.0011527567403391004, + 0.0011083845747634768, + 0.0010652022901922464, + 0.0010203850688412786, + 0.0009804508881643414, + 0.0009421076974831522, + 0.000905974768102169, + 0.0008748808759264648, + 0.0008451970061287284, + 0.0008155368850566447, + 0.0007863894570618868, + 0.0007607424049638212, + 0.0007389218080788851, + 0.0007209921022877097, + 0.0007060790667310357, + 0.0006910656811669469, + 0.0006721867830492556, + 0.0006510305684059858, + 0.0006303125410340726, + 0.0006091010291129351, + 0.000588631781283766, + 0.0005702534690499306, + 0.0005532224313355982, + 0.0005373866879381239, + 0.0005210409290157259, + 0.0005013421177864075, + 0.00047947384882718325, + 0.00045688700629398227, + 0.00043635134352371097, + 0.00041785879875533283, + 0.0004011058481410146, + 0.0003859839926008135, + 0.0003720350796356797, + 0.0003590660635381937, + 0.0003460422740317881, + 0.0003333801287226379, + 0.0003217930207028985, + 0.0003107669181190431, + 0.00030008808244019747, + 0.0002900913532357663, + 0.00028101372299715877, + 0.00027226985548622906, + 0.00026445186813361943, + 0.00025688897585496306, + 0.00024943548487499356, + 0.0002425454877084121, + 0.00023585170856676996, + 0.0002297923929290846, + 0.00022407795768231153, + 0.00021873826335649937, + 0.00021339426166377962, + 0.0002084475418087095, + 0.00020364370720926672, + 0.00019896187586709857, + 0.00019440031610429287, + 0.0001903223746921867, + 0.00018638138135429472, + 0.0001827561209211126, + 0.00017947019659914076, + 0.0001763696491252631, + 0.00017344382649753243, + 0.0001705387985566631, + 0.00016772323579061776, + 0.00016497443721164018, + 0.00016229224274866283, + 0.00015954655827954412, + 0.00015698953939136118, + 0.00015452380466740578, + 0.00015203260409180075, + 0.00014963833382353187, + 0.00014735804870724678, + 0.0001451384596293792, + 0.0001429358817404136, + 0.0001409089018125087, + 0.00013901364582125098, + 0.00013712947838939726, + 0.0001352857070742175, + 0.0001335395936621353, + 0.00013181670510675758, + 0.00013011693954467773, + 0.0001284564204979688, + 0.00012686412082985044, + 0.000125327191199176, + 0.00012385343143250793, + 0.00012238371709827334, + 0.00012092201359337196, + 0.0001194329815916717, + 0.00011803505185525864, + 0.00011665371857816353, + 0.00011524071305757388, + 0.00011383335368009284, + 0.00011246572830714285, + 0.00011115418601548299, + 0.00010990288865286857, + 0.00010866337834158912, + 0.00010752302478067577, + 0.00010646305599948391, + 0.00010547768761171028, + 0.00010452992864884436, + 0.00010361192835262045, + 0.00010266115714330226, + 0.00010176192154176533, + 0.00010085207759402692, + 9.994249558076262e-05, + 9.901546582113951e-05, + 9.808319737203419e-05, + 9.714897169033065e-05, + 9.624507947592065e-05, + 9.534561831969768e-05, + 9.448638593312353e-05, + 9.365766163682565e-05, + 9.287628927268088e-05, + 9.211698488797992e-05, + 9.140225301962346e-05, + 9.072478133020923e-05, + 9.005025640362874e-05, + 8.93809410627e-05, + 8.871471072779968e-05, + 8.804821118246764e-05, + 8.740539487916976e-05, + 8.675864228280261e-05, + 8.612524106865749e-05, + 8.548255573259667e-05, + 8.486229489790276e-05, + 8.424758561886847e-05, + 8.362562221009284e-05, + 8.300941408379003e-05, + 8.239669841714203e-05, + 8.17832988104783e-05, + 8.118144614854828e-05, + 8.059688116190955e-05, + 8.00178968347609e-05, + 7.945649849716574e-05, + 7.892455323599279e-05, + 7.841226761229336e-05, + 7.790267409291118e-05, + 7.740763976471499e-05, + 7.690541679039598e-05, + 7.639609975740314e-05, + 7.590898894704878e-05, + 7.541025843238458e-05, + 7.490650750696659e-05, + 7.440533227054402e-05, + 7.3906900070142e-05, + 7.340464071603492e-05, + 7.291384099517018e-05, + 7.243720756378025e-05, + 7.196325896074995e-05, + 7.148944860091433e-05, + 7.102834933903068e-05, + 7.05723068676889e-05, + 7.011432171566412e-05, + 6.96667775628157e-05, + 6.922661123098806e-05, + 6.878842395963147e-05, + 6.835351086920127e-05, + 6.792048225179315e-05, + 6.750566535629332e-05, + 6.709071021759883e-05, + 6.668434070888907e-05, + 6.628682604059577e-05, + 6.589443364646286e-05, + 6.549357931362465e-05, + 6.5095373429358e-05, + 6.470397784141824e-05, + 6.431288056774065e-05, + 6.391912756953388e-05, + 6.352363561745733e-05, + 6.314003985607997e-05, + 6.27531626378186e-05, + 6.237415072973818e-05, + 6.201007636263967e-05, + 6.165228842291981e-05, + 6.130184920039028e-05, + 6.095242133596912e-05, + 6.060919622541405e-05, + 6.02701329626143e-05, + 5.993452214170247e-05, + 5.961295755696483e-05, + 5.929474355070852e-05, + 5.8967423683498055e-05, + 5.863901969860308e-05, + 5.830926602357067e-05, + 5.7989105698652565e-05, + 5.767530819866806e-05, + 5.737262836191803e-05, + 5.707089076167904e-05, + 5.676679575117305e-05, + 5.6468485126970336e-05, + 5.617756687570363e-05, + 5.590068394667469e-05, + 5.562547448789701e-05, + 5.5355721997329965e-05, + 5.508713365998119e-05, + 5.481729021994397e-05, + 5.454838174046017e-05, + 5.428077565738931e-05, + 5.401784073910676e-05, + 5.375584805733524e-05, + 5.349325147108175e-05, + 5.322433207766153e-05, + 5.2960811444791034e-05, + 5.269769098958932e-05, + 5.2439121645875275e-05, + 5.217948273639195e-05, + 5.192444223212078e-05, + 5.16745749337133e-05, + 5.141172732692212e-05, + 5.1152546802768484e-05, + 5.089174010208808e-05, + 5.0635298975976184e-05, + 5.038189556216821e-05, + 5.012737892684527e-05, + 4.987680949852802e-05, + 4.9631387810222805e-05, + 4.938572965329513e-05, + 4.9144349759444594e-05, + 4.890592390438542e-05, + 4.8675348807591945e-05, + 4.8451624024892226e-05, + 4.822712071472779e-05, + 4.800167880603112e-05, + 4.7778379666851833e-05, + 4.755487680085935e-05, + 4.7338249714812264e-05, + 4.711657311418094e-05, + 4.6898745495127514e-05, + 4.6677658247062936e-05, + 4.646138768293895e-05, + 4.6252589527284727e-05, + 4.6049346565268934e-05, + 4.585218266583979e-05, + 4.5655175199499354e-05, + 4.545942647382617e-05, + 4.526206248556264e-05, + 4.506737241172232e-05, + 4.4879663619212806e-05, + 4.4692882511299103e-05, + 4.4513402826851234e-05, + 4.4332256948109716e-05, + 4.414860813994892e-05, + 4.396125950734131e-05, + 4.37770395365078e-05, + 4.359005106380209e-05, + 4.340724990470335e-05, + 4.322539098211564e-05, + 4.3048959923908114e-05, + 4.287237607059069e-05, + 4.269644705345854e-05, + 4.251931022736244e-05, + 4.234159496263601e-05, + 4.21645054302644e-05, + 4.199285103823058e-05, + 4.1823052015388384e-05, + 4.165529026067816e-05, + 4.1491948650218546e-05, + 4.1325642087031156e-05, + 4.116159107070416e-05, + 4.099771467735991e-05, + 4.083825842826627e-05, + 4.067923509865068e-05, + 4.052686563227326e-05, + 4.0379836718784645e-05, + 4.023563087685034e-05, + 4.009203621535562e-05, + 3.995098450104706e-05, + 3.9811427996028215e-05, + 3.967084921896458e-05, + 3.953780833398923e-05, + 3.940785973099992e-05, + 3.927732177544385e-05, + 3.914464468834922e-05, + 3.901098534697667e-05, + 3.887629645760171e-05, + 3.873992318403907e-05, + 3.860329888993874e-05, + 3.847086918540299e-05, + 3.8340243918355554e-05, + 3.821259815595113e-05, + 3.808652763837017e-05, + 3.795713928411715e-05, + 3.7829526263521984e-05, + 3.770065086428076e-05, + 3.757399463211186e-05, + 3.7449164665304124e-05, + 3.7325698940549046e-05, + 3.720275344676338e-05, + 3.70800044038333e-05, + 3.695655686897226e-05, + 3.683004979393445e-05, + 3.6703277146443725e-05, + 3.6574372643372044e-05, + 3.644075331976637e-05, + 3.630910941865295e-05, + 3.617651600507088e-05, + 3.604519588407129e-05, + 3.59172627213411e-05, + 3.578903488232754e-05, + 3.566119630704634e-05, + 3.553343049134128e-05, + 3.540795296430588e-05, + 3.528365050442517e-05, + 3.516033029882237e-05, + 3.50348163919989e-05, + 3.491055758786388e-05, + 3.478757935226895e-05, + 3.466486668912694e-05, + 3.454372563282959e-05, + 3.442442539380863e-05, + 3.430184369790368e-05, + 3.418126652832143e-05, + 3.406215910217725e-05, + 3.394119266886264e-05, + 3.381990609341301e-05, + 3.3698339393595234e-05, + 3.3578889997443184e-05, + 3.346481389598921e-05, + 3.335638393764384e-05, + 3.3248674299102277e-05, + 3.3141222957056016e-05, + 3.303596531623043e-05, + 3.2930671295616776e-05, + 3.2824245863594115e-05, + 3.271911555202678e-05, + 3.261359961470589e-05, + 3.251073940191418e-05, + 3.241260856157169e-05, + 3.231441223761067e-05, + 3.221425140509382e-05, + 3.2114621717482805e-05, + 3.201491927029565e-05, + 3.1916468287818134e-05, + 3.181924330419861e-05, + 3.1723830034025013e-05, + 3.162677603540942e-05, + 3.1532676075585186e-05, + 3.1434930860996246e-05, + 3.133705467917025e-05, + 3.124118302366696e-05, + 3.114397986792028e-05, + 3.1048155506141484e-05, + 3.095333886449225e-05, + 3.085887510678731e-05, + 3.076470602536574e-05, + 3.066878343815915e-05, + 3.056952846236527e-05, + 3.0469940611510538e-05, + 3.037220267287921e-05, + 3.027705315616913e-05, + 3.0186629373929463e-05, + 3.0100605727056973e-05, + 3.001258119184058e-05, + 2.992630106746219e-05, + 2.984151797136292e-05, + 2.9755394280073233e-05, + 2.966928150271997e-05, + 2.9585127776954323e-05, + 2.9503891710191965e-05, + 2.9428190828184597e-05, + 2.9353150239330716e-05, + 2.9276761779328808e-05, + 2.919851067417767e-05, + 2.912068521254696e-05, + 2.904194661823567e-05, + 2.8961034331587143e-05, + 2.888112976506818e-05, + 2.8803147870348766e-05, + 2.872154254873749e-05, + 2.8637830837396905e-05, + 2.855442653526552e-05, + 2.846793177013751e-05, + 2.837920874299016e-05, + 2.8293035938986577e-05, + 2.8205922717461362e-05, + 2.8121245122747496e-05, + 2.803791721817106e-05, + 2.7955698897130787e-05, + 2.7875741579919122e-05, + 2.7794147172244266e-05, + 2.7710524591384456e-05, + 2.7627256713458337e-05, + 2.7548414436751045e-05, + 2.747250437096227e-05, + 2.7399031750974245e-05, + 2.7328895157552324e-05, + 2.7257176043349318e-05, + 2.7184441933059134e-05, + 2.7110003429697827e-05, + 2.7034802769776434e-05, + 2.6959882234223187e-05, + 2.6884501494350843e-05, + 2.6807018002728e-05, + 2.6729467208497226e-05, + 2.665559804881923e-05, + 2.658372432051692e-05, + 2.6507874281378463e-05, + 2.643249899847433e-05, + 2.6357431124779396e-05, + 2.6282086764695123e-05, + 2.620911800477188e-05, + 2.6137351596844383e-05, + 2.6069514206028543e-05, + 2.6001958758570254e-05, + 2.593571480247192e-05, + 2.5869396267808042e-05, + 2.5806428311625496e-05, + 2.5746003302629106e-05, + 2.5686058506835252e-05, + 2.562563167884946e-05, + 2.556834078859538e-05, + 2.5508970793453045e-05, + 2.5449986424064264e-05, + 2.5390299924765714e-05, + 2.5330306016257964e-05, + 2.5270117475884035e-05, + 2.5210309104295447e-05, + 2.5151774025289342e-05, + 2.509163459762931e-05, + 2.5032817575265653e-05, + 2.4973825929919258e-05, + 2.491280611138791e-05, + 2.485096592863556e-05, + 2.4788701921352185e-05, + 2.47269963438157e-05, + 2.466799742251169e-05, + 2.4608420062577352e-05, + 2.4552566173952073e-05, + 2.4495917386957444e-05, + 2.443809535179753e-05, + 2.4382045012316667e-05, + 2.432554174447432e-05, + 2.4268607376143336e-05, + 2.4210827177739702e-05, + 2.4152835976565257e-05, + 2.4095554181258194e-05, + 2.4040331481955945e-05, + 2.3986414817045443e-05, + 2.3930961106088944e-05, + 2.3874654289102182e-05, + 2.382106686127372e-05, + 2.3767615857650526e-05, + 2.371561095060315e-05, + 2.366185981372837e-05, + 2.3607255570823327e-05, + 2.355140350118745e-05, + 2.3495427740272135e-05, + 2.3439599317498505e-05, + 2.3383505322271958e-05, + 2.3329766918323003e-05, + 2.3276130377780646e-05, + 2.3221753508551046e-05, + 2.316732206963934e-05, + 2.311335083504673e-05, + 2.3060525563778356e-05, + 2.3004769900580868e-05, + 2.2947062461753376e-05, + 2.288929135829676e-05, + 2.283088724652771e-05, + 2.277220119140111e-05, + 2.2714293663739227e-05, + 2.2656899091089144e-05, + 2.2600061129196547e-05, + 2.2541769794770516e-05, + 2.2483964130515233e-05, + 2.2425647330237553e-05, + 2.2369255020748824e-05, + 2.231212602055166e-05, + 2.2254120267461985e-05, + 2.219543603132479e-05, + 2.2134750906843692e-05, + 2.2074875232647173e-05, + 2.201621282438282e-05, + 2.1958254365017638e-05, + 2.1901496438658796e-05, + 2.184524964832235e-05, + 2.1789477614220232e-05, + 2.1732255845563486e-05, + 2.1676918549928814e-05, + 2.1623074644594453e-05, + 2.1568030206253752e-05, + 2.151442095055245e-05, + 2.145956750609912e-05, + 2.1404299332061782e-05, + 2.1349616872612387e-05, + 2.129609856638126e-05, + 2.1243071387289092e-05, + 2.119091550412122e-05, + 2.113821028615348e-05, + 2.1086681954329833e-05, + 2.103566839650739e-05, + 2.0985531591577455e-05, + 2.093525108648464e-05, + 2.0886363927274942e-05, + 2.0838138880208135e-05, + 2.0789728296222165e-05, + 2.0742616470670328e-05, + 2.069684887828771e-05, + 2.0652123566833325e-05, + 2.060615770460572e-05, + 2.0561945348163135e-05, + 2.0518229575827718e-05, + 2.0474270058912225e-05, + 2.0431192751857452e-05, + 2.0388846678542905e-05, + 2.03473955480149e-05, + 2.030594987445511e-05, + 2.026364927587565e-05, + 2.0219631551299244e-05, + 2.0177694750600494e-05, + 2.013662742683664e-05, + 2.0096575099159963e-05, + 2.005617534450721e-05, + 2.0015548216179013e-05, + 1.9974451788584702e-05, + 1.9934146621380933e-05, + 1.9894165234290995e-05, + 1.9855015125358477e-05, + 1.9816267013084143e-05, + 1.97794634004822e-05, + 1.9742821677937172e-05, + 1.970808079931885e-05, + 1.967238677025307e-05, + 1.963861723197624e-05, + 1.9605397028499283e-05, + 1.95737029571319e-05, + 1.95413849723991e-05, + 1.9509494450176135e-05, + 1.9477776731946506e-05, + 1.9446391888777725e-05, + 1.9415041606407613e-05, + 1.9384106053621508e-05, + 1.935374348249752e-05, + 1.9323200831422582e-05, + 1.9292898286948912e-05, + 1.9263217836851254e-05, + 1.9233217244618572e-05, + 1.9202941984985955e-05, + 1.917308873089496e-05, + 1.914274434966501e-05, + 1.9112279915134422e-05, + 1.9081055143033154e-05, + 1.904976488731336e-05, + 1.901856012409553e-05, + 1.8986413124366663e-05, + 1.8953891412820667e-05, + 1.8920762158813886e-05, + 1.888793303805869e-05, + 1.885477831820026e-05, + 1.8822343918145634e-05, + 1.8789749447023496e-05, + 1.875722227850929e-05, + 1.8723279936239123e-05, + 1.8689981516217813e-05, + 1.8656764950719662e-05, + 1.8623428331920877e-05, + 1.8589646060718223e-05, + 1.8556467693997547e-05, + 1.8524691768107004e-05, + 1.8492639355827123e-05, + 1.8461279978509992e-05, + 1.8430768250254914e-05, + 1.840030017774552e-05, + 1.8368749806541018e-05, + 1.8336690118303522e-05, + 1.8303911929251626e-05, + 1.8271150111104362e-05, + 1.8238550183014013e-05, + 1.8206206732429564e-05, + 1.817387055780273e-05, + 1.8141838154406287e-05, + 1.8110016753780656e-05, + 1.807863372960128e-05, + 1.804785460990388e-05, + 1.8016946341958828e-05, + 1.798592711566016e-05, + 1.7955360817722976e-05, + 1.792483453755267e-05, + 1.7893411495606415e-05, + 1.786215216270648e-05, + 1.7832402591011487e-05, + 1.7803549781092443e-05, + 1.7774844309315085e-05, + 1.7747184756444767e-05, + 1.7719296010909602e-05, + 1.7691261746222153e-05, + 1.7663089238340035e-05, + 1.763520049280487e-05, + 1.760707891662605e-05, + 1.7579162886249833e-05, + 1.7550764823681675e-05, + 1.7522508642286994e-05, + 1.749338480294682e-05, + 1.746461020957213e-05, + 1.743579014146235e-05, + 1.7406286133336835e-05, + 1.7377062249579467e-05, + 1.7347949324175715e-05, + 1.731958400341682e-05, + 1.729127689031884e-05, + 1.726285154290963e-05, + 1.72342115547508e-05, + 1.7205795302288607e-05, + 1.717886516416911e-05, + 1.7152146028820425e-05, + 1.7125552403740585e-05, + 1.7098609532695264e-05, + 1.7072150512831286e-05, + 1.704530768620316e-05, + 1.701848304946907e-05, + 1.6991312804748304e-05, + 1.6964884707704186e-05, + 1.6938351109274663e-05, + 1.691179204499349e-05, + 1.6885764125618152e-05, + 1.686016912572086e-05, + 1.683425944065675e-05, + 1.6806940038804896e-05, + 1.6780457372078672e-05, + 1.675372004683595e-05, + 1.6726728063076735e-05, + 1.6700061678420752e-05, + 1.6674222933943383e-05, + 1.6648362361593172e-05, + 1.6621708709863015e-05, + 1.6595280612818897e-05, + 1.6568816135986708e-05, + 1.654180232435465e-05, + 1.6514544768142514e-05, + 1.6487796528963372e-05, + 1.6461914128740318e-05, + 1.643573705223389e-05, + 1.6409894669777714e-05, + 1.6384174159611575e-05, + 1.635798253118992e-05, + 1.633234933251515e-05, + 1.6307221812894568e-05, + 1.6281133866868913e-05, + 1.6255593436653726e-05, + 1.623078787815757e-05, + 1.6205449355766177e-05, + 1.618006353965029e-05, + 1.6154621334862895e-05, + 1.612949745322112e-05, + 1.6104231690405868e-05, + 1.607955346116796e-05, + 1.6055091691669077e-05, + 1.6030779079301283e-05, + 1.600646646693349e-05, + 1.5982055629137903e-05, + 1.5957926734699868e-05, + 1.5934398106765002e-05, + 1.5911155060166493e-05, + 1.5888208508840762e-05, + 1.586552752996795e-05, + 1.5843030269024894e-05, + 1.5819798136362806e-05, + 1.5796496882103384e-05, + 1.5773299310239963e-05, + 1.575077294546645e-05, + 1.5729197912150994e-05, + 1.5708448700024746e-05, + 1.5688063285779208e-05, + 1.566780156281311e-05, + 1.564731246617157e-05, + 1.5626737877028063e-05, + 1.560632881592028e-05, + 1.5585443179588765e-05, + 1.556444840389304e-05, + 1.554321170260664e-05, + 1.5522182366112247e-05, + 1.5501051166211255e-05, + 1.5479952708119527e-05, + 1.545888517284766e-05, + 1.5438321497640572e-05, + 1.5417690519825555e-05, + 1.539663935545832e-05, + 1.537531534268055e-05, + 1.5353556591435336e-05, + 1.53313267219346e-05, + 1.5309466107282788e-05, + 1.5287174392142333e-05, + 1.5264984540408477e-05, + 1.524250183138065e-05, + 1.5220537534332834e-05, + 1.519859961263137e-05, + 1.5176888155110646e-05, + 1.5155453183979262e-05, + 1.5133885426621418e-05, + 1.5111840184545144e-05, + 1.5089524822542444e-05, + 1.5067484127939679e-05, + 1.504503597971052e-05, + 1.5022440493339673e-05, + 1.5000074199633673e-05, + 1.497760877100518e-05, + 1.4955777260183822e-05, + 1.4934546925360337e-05, + 1.4912819096934982e-05, + 1.4890829334035516e-05, + 1.486908604420023e-05, + 1.484778658777941e-05, + 1.4826779988652561e-05, + 1.4806202671024948e-05, + 1.4785111488890834e-05, + 1.4764250408916268e-05, + 1.4744343388883863e-05, + 1.4724726497661322e-05, + 1.4705147805216257e-05, + 1.4686043869005516e-05, + 1.4666936294815969e-05, + 1.4648196156485938e-05, + 1.462956061004661e-05, + 1.4610960533900652e-05, + 1.4592629668186419e-05, + 1.4574161468772218e-05, + 1.4556563655787613e-05, + 1.4539673429680988e-05, + 1.4522916899295524e-05, + 1.4506599654851016e-05, + 1.449066348868655e-05, + 1.447493468731409e-05, + 1.445905309083173e-05, + 1.4442922292801086e-05, + 1.4427633686864283e-05, + 1.441248878109036e-05, + 1.4397228369489312e-05, + 1.438242270523915e-05, + 1.4367635230883025e-05, + 1.4353254300658591e-05, + 1.4338545042846818e-05, + 1.4323575669550337e-05, + 1.4308713616628665e-05, + 1.4293070307758171e-05, + 1.4277286027208902e-05, + 1.426177732355427e-05, + 1.4245601050788537e-05, + 1.4228889995138161e-05, + 1.4212199857865926e-05, + 1.419583259121282e-05, + 1.4179783647705335e-05, + 1.4163702871883288e-05, + 1.4147355614113621e-05, + 1.4130945601209532e-05, + 1.4114169061940629e-05, + 1.4097306120675057e-05, + 1.408040952810552e-05, + 1.4063361049920786e-05, + 1.4047045624465682e-05, + 1.4030872080184054e-05, + 1.4015536180522759e-05, + 1.4000478586240206e-05, + 1.398546555719804e-05, + 1.397051164531149e-05, + 1.3955869690107647e-05, + 1.3941480574430898e-05, + 1.3927013242209796e-05, + 1.3912577742303256e-05, + 1.389785211358685e-05, + 1.388283180858707e-05, + 1.3867660527466796e-05, + 1.3852597476216033e-05, + 1.3837634469382465e-05, + 1.3822844266542234e-05, + 1.3808011317451019e-05, + 1.3793534890282899e-05, + 1.3778892935079057e-05, + 1.376376167172566e-05, + 1.3748640412813984e-05, + 1.3733399100601673e-05, + 1.3717919500777498e-05, + 1.3702589058084413e-05, + 1.3687499631487299e-05, + 1.367225377180148e-05, + 1.3657102499564644e-05, + 1.3641845725942403e-05, + 1.362664897897048e-05, + 1.361167505820049e-05, + 1.3596910321211908e-05, + 1.3582404790213332e-05, + 1.3568215763370972e-05, + 1.3554070392274298e-05, + 1.353995958197629e-05, + 1.3525427675631363e-05, + 1.3510895769286435e-05, + 1.3496377505362034e-05, + 1.3481766472978052e-05, + 1.3467348253470846e-05, + 1.34524998429697e-05, + 1.3437473171507008e-05, + 1.3422505617199931e-05, + 1.3407917322183494e-05, + 1.3393243534665089e-05, + 1.3378226867644116e-05, + 1.3363607649807818e-05, + 1.3348700122151058e-05, + 1.3333694369066507e-05, + 1.331844487140188e-05, + 1.3303422747412696e-05, + 1.3288053196447436e-05, + 1.3273017430037726e-05, + 1.3258121725812089e-05, + 1.3243488865555264e-05, + 1.322885145782493e-05, + 1.3214142200013157e-05, + 1.3199321074353065e-05, + 1.3184706403990276e-05, + 1.3169978956284467e-05, + 1.3155195119907148e-05, + 1.3139846487320028e-05, + 1.3124471479386557e-05, + 1.3109388419252355e-05, + 1.3094494534016121e-05, + 1.3079742529953364e-05, + 1.3064960512565449e-05, + 1.30503667605808e-05, + 1.3036030395596754e-05, + 1.3021666745771654e-05, + 1.3007372217543889e-05, + 1.2992959455004893e-05, + 1.2978895028936677e-05, + 1.2964962479600217e-05, + 1.2950957170687616e-05, + 1.2936673556396272e-05, + 1.2922167115902994e-05, + 1.290774525841698e-05, + 1.2893542589154094e-05, + 1.2879600944870617e-05, + 1.2865752978541423e-05, + 1.285180314880563e-05, + 1.283784968109103e-05, + 1.2823991710320115e-05, + 1.2809868167096283e-05, + 1.2796074770449195e-05, + 1.2782271369360387e-05, + 1.2768331544066314e-05, + 1.275428894587094e-05, + 1.2740329111693427e-05, + 1.2726344721158966e-05, + 1.2712420357274823e-05, + 1.2698458704107907e-05, + 1.268478899874026e-05, + 1.2671126569330227e-05, + 1.2657541446969844e-05, + 1.2644213711610064e-05, + 1.263103331439197e-05, + 1.2618133951036725e-05, + 1.2605073607119266e-05, + 1.2592126950039528e-05, + 1.2579365829878952e-05, + 1.2566623809107114e-05, + 1.2553768101497553e-05, + 1.2540815987449605e-05, + 1.252797301276587e-05, + 1.25152664622874e-05, + 1.2502655408752616e-05, + 1.2490120752772782e-05, + 1.2477329619287048e-05, + 1.2464666724554263e-05, + 1.2451841030269861e-05, + 1.2438983503670897e-05, + 1.2425994100340176e-05, + 1.2413285730872303e-05, + 1.2400289051583968e-05, + 1.2387068636598997e-05, + 1.237398373632459e-05, + 1.2361086191958748e-05, + 1.2348404197837226e-05, + 1.233552484336542e-05, + 1.232257727679098e-05, + 1.2309704288782086e-05, + 1.2296878594497684e-05, + 1.2284122931305319e-05, + 1.2271138075448107e-05, + 1.2258137758180965e-05, + 1.224513653141912e-05, + 1.2232420885993633e-05, + 1.2219711607031059e-05, + 1.2207044164824765e-05, + 1.2194374903629068e-05, + 1.2181905731267761e-05, + 1.2169389265181962e-05, + 1.215687098010676e-05, + 1.2144524589530192e-05, + 1.2132277333876118e-05, + 1.2119857274228707e-05, + 1.210729533340782e-05, + 1.2094808880647179e-05, + 1.2082355169695802e-05, + 1.2069946023984812e-05, + 1.2057405911036767e-05, + 1.2045094990753569e-05, + 1.2032659469696227e-05, + 1.2020426765957382e-05, + 1.2008305020572152e-05, + 1.199585858557839e-05, + 1.1983331205556169e-05, + 1.1970898412982933e-05, + 1.195851291413419e-05, + 1.1946292033826467e-05, + 1.1934050235140603e-05, + 1.1921894838451408e-05, + 1.1909713975910563e-05, + 1.18973184726201e-05, + 1.1884982995979954e-05, + 1.1872591130668297e-05, + 1.1860331142088398e-05, + 1.1847913810925093e-05, + 1.1835548320959788e-05, + 1.1823095519503113e-05, + 1.181078187073581e-05, + 1.1798340892710257e-05, + 1.1786140930780675e-05, + 1.1773736332543194e-05, + 1.1761516361730173e-05, + 1.1749222721846309e-05, + 1.17369581857929e-05, + 1.172472821053816e-05, + 1.171247276943177e-05, + 1.170028917840682e-05, + 1.16881210487918e-05, + 1.1676027497742325e-05, + 1.1664049452519976e-05, + 1.1652236935333349e-05, + 1.1640362572507001e-05, + 1.1628514585027006e-05, + 1.161671843874501e-05, + 1.1604949577304069e-05, + 1.1593237104534637e-05, + 1.1581797480175737e-05, + 1.1570476090128068e-05, + 1.1559346603462473e-05, + 1.1548107977432664e-05, + 1.153699940914521e-05, + 1.1526074558787514e-05, + 1.151536162069533e-05, + 1.1504657777550165e-05, + 1.1494038517412264e-05, + 1.1483403795864433e-05, + 1.1472741789475549e-05, + 1.1462088878033683e-05, + 1.1451274986029603e-05, + 1.1440472917456646e-05, + 1.14295226012473e-05, + 1.1418492249504197e-05, + 1.1407719284761697e-05, + 1.1396834452170879e-05, + 1.1386034202587325e-05, + 1.1375275789760053e-05, + 1.1364395504642744e-05, + 1.1353811714798212e-05, + 1.134323247242719e-05, + 1.1332612302794587e-05, + 1.1321737474645488e-05, + 1.1310794434393756e-05, + 1.1299516700091772e-05, + 1.1288216228422243e-05, + 1.1276838449703064e-05, + 1.1265537068538833e-05, + 1.1254299352003727e-05, + 1.1242800610489212e-05, + 1.1231502867303789e-05, + 1.1220262422284577e-05, + 1.1208980140509084e-05, + 1.1197894309589174e-05, + 1.1186808478669263e-05, + 1.1175712643307634e-05, + 1.1164634088345338e-05, + 1.1153777450090274e-05, + 1.1143073606945109e-05, + 1.1132269719382748e-05, + 1.1121429452032316e-05, + 1.1110709237982519e-05, + 1.1100136362074409e-05, + 1.108962078433251e-05, + 1.1079217983933631e-05, + 1.106878335122019e-05, + 1.1058476047764998e-05, + 1.1048190572182648e-05, + 1.1037747754016891e-05, + 1.102763144444907e-05, + 1.1017569704563357e-05, + 1.1007536159013398e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 0.714285671710968, + 1.0, + 1.0, + 0.9655172824859619, + 0.785714328289032, + 1.0, + 1.0, + 0.9876543283462524, + 1.0, + 1.0, + 1.0, + 0.8938053846359253, + 0.9603960514068604, + 0.9690722227096558, + 1.0, + 1.0, + 0.8679246306419373, + 1.0, + 1.0, + 0.9821428656578064, + 1.0, + 1.0, + 0.9416665434837341, + 1.0, + 1.0, + 1.0, + 0.9558823704719543, + 0.9153847098350525, + 0.8739495277404785, + 0.8749998807907104, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9736842513084412, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9983792304992676, + 1.0, + 0.9769938588142395, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981747031211853, + 1.0, + 1.0, + 1.0, + 0.99640291929245, + 1.0, + 1.0, + 1.0, + 0.9579389691352844, + 1.0, + 0.979787290096283, + 0.9630835652351379, + 0.99661785364151, + 0.9943438768386841, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981273353099823, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.964754045009613, + 0.9770603775978088, + 1.0, + 1.0, + 0.987725019454956, + 1.0, + 1.0, + 1.0, + 0.9984604120254517, + 1.0, + 0.9961597919464111, + 1.0, + 1.0, + 1.0, + 0.9762551188468933, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993932843208313, + 0.9908924102783203, + 1.0, + 0.9535161256790161, + 0.9606250524520874, + 0.9583604335784912, + 0.9898167252540588, + 0.9958847165107727, + 1.0, + 0.9747899770736694, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977961182594299, + 1.0, + 0.9843917489051819, + 0.9945324063301086, + 0.9692139625549316, + 0.99773108959198, + 0.9653211832046509, + 0.9705535769462585, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9870931506156921, + 1.0, + 1.0, + 1.0, + 0.9877984523773193, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942389726638794, + 1.0, + 0.9919008016586304, + 0.9682997465133667, + 0.983134925365448, + 1.0, + 0.9910669922828674, + 1.0, + 1.0, + 0.976168155670166, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987493753433228, + 0.992070198059082, + 1.0, + 1.0, + 0.9939147233963013, + 1.0, + 1.0, + 0.9992116689682007, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9774689078330994, + 1.0, + 0.9988703727722168, + 0.9973614811897278, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9897587895393372, + 1.0, + 0.999675989151001, + 0.9795851707458496, + 1.0, + 0.9980185627937317, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9765725135803223, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9889650344848633, + 0.9978890419006348, + 0.9815654158592224, + 1.0, + 1.0, + 0.99822598695755, + 0.9920023679733276, + 0.9674529433250427, + 1.0, + 0.9957212805747986, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982593059539795, + 1.0, + 1.0, + 1.0, + 0.9962080121040344, + 1.0, + 1.0, + 1.0, + 0.9984251856803894, + 0.9955310821533203, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960289001464844, + 1.0, + 0.9990783333778381, + 1.0, + 0.9827744364738464, + 0.9855106472969055, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844064116477966, + 1.0, + 0.9982582330703735, + 1.0, + 0.9938663244247437, + 0.9814854264259338, + 0.988074541091919, + 0.9842001795768738, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9778299331665039, + 1.0, + 0.9749351739883423, + 1.0, + 1.0, + 1.0, + 0.9973507523536682, + 1.0, + 0.9916650652885437, + 1.0, + 0.9847282767295837, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9829715490341187, + 1.0, + 1.0, + 0.9876800179481506, + 1.0, + 0.9998140335083008, + 1.0, + 0.9860371351242065, + 1.0, + 0.9704960584640503, + 0.9768192768096924, + 0.9933865070343018, + 1.0, + 0.9937803745269775, + 1.0, + 1.0, + 0.9570387601852417, + 0.9871743321418762, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9805089831352234, + 0.9974231719970703, + 0.9880051612854004, + 0.9983190298080444, + 1.0, + 0.9972977638244629, + 1.0, + 0.9938085675239563, + 0.9964399933815002, + 0.9998214244842529, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975613951683044, + 1.0, + 1.0, + 0.9862563610076904, + 1.0, + 1.0, + 1.0, + 0.9941571354866028, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993021488189697, + 0.9966480731964111, + 1.0, + 0.9958232641220093, + 0.9998646974563599, + 1.0, + 1.0, + 1.0, + 0.9950229525566101, + 0.9666538834571838, + 0.9613904356956482, + 1.0, + 1.0, + 0.990328311920166, + 1.0, + 1.0, + 0.9996007084846497, + 1.0, + 0.9855661988258362, + 0.9640527367591858, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986961483955383, + 0.997911274433136, + 0.9914965629577637, + 1.0, + 0.979586660861969, + 1.0, + 1.0, + 0.9900060892105103, + 1.0, + 0.9972025752067566, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927417039871216, + 0.9851555824279785, + 0.9605307579040527, + 0.9608991146087646, + 1.0, + 0.9899787902832031, + 0.99225914478302, + 1.0, + 1.0, + 0.9869076609611511, + 0.9752289056777954, + 0.94017094373703, + 0.9996159076690674, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969324469566345, + 0.9857549667358398, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9820411205291748, + 1.0, + 0.9833573698997498, + 0.9945216178894043, + 0.9970489740371704, + 0.9825375080108643, + 1.0, + 1.0, + 1.0, + 0.9567451477050781, + 0.9723659753799438, + 0.9777063727378845, + 0.963229238986969, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9621732234954834, + 0.9823830127716064, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9782984256744385, + 0.9939018487930298, + 0.9542059302330017, + 1.0, + 0.9894288182258606, + 1.0, + 0.9576876163482666, + 0.9674450159072876, + 0.9998999238014221, + 1.0, + 0.9553738832473755, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9865310192108154, + 1.0, + 0.985997200012207, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997439980506897, + 0.9643192291259766, + 1.0, + 0.9450960159301758, + 1.0, + 1.0, + 0.9771019220352173, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966524839401245, + 0.971869945526123, + 0.9840158820152283, + 1.0, + 1.0, + 0.9592883586883545, + 1.0, + 0.9802626371383667, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.965938150882721, + 1.0, + 1.0, + 1.0, + 0.9997690320014954, + 0.9867539405822754, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966418147087097, + 1.0, + 0.9994611144065857, + 1.0, + 1.0, + 1.0, + 0.9761205315589905, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969029426574707, + 0.9897421002388, + 0.9978679418563843, + 0.9889607429504395, + 1.0, + 1.0, + 1.0, + 0.9764794111251831, + 0.9822453856468201, + 1.0, + 0.9831845164299011, + 1.0, + 1.0, + 0.9990957975387573, + 0.9880649447441101, + 1.0, + 0.9927921295166016, + 1.0, + 0.9867247343063354, + 0.9990267753601074, + 0.991690456867218, + 1.0, + 0.9808691143989563, + 0.9949347972869873, + 1.0, + 0.9814600348472595, + 0.9794620871543884, + 0.9850397109985352, + 1.0, + 0.9695613980293274, + 0.9964173436164856, + 1.0, + 0.9880931377410889, + 0.990384042263031, + 0.9861118793487549, + 1.0, + 1.0, + 1.0, + 0.960119366645813, + 0.9864929914474487, + 0.9823094606399536, + 1.0, + 1.0, + 1.0, + 0.9879496693611145, + 0.9991075396537781, + 0.986243486404419, + 0.9966789484024048, + 0.9561371207237244, + 1.0, + 0.9540541768074036, + 1.0, + 0.951810359954834, + 0.9893624186515808, + 0.9593058228492737, + 1.0, + 0.9920426607131958, + 1.0, + 0.9952569603919983, + 1.0, + 0.9920435547828674, + 0.9864217638969421, + 1.0, + 0.9972488880157471, + 0.9843671917915344, + 1.0, + 1.0, + 0.9910086393356323, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99684739112854, + 1.0, + 0.9840775728225708, + 1.0, + 1.0, + 1.0, + 0.987213134765625, + 1.0, + 1.0, + 1.0, + 0.9883155822753906, + 0.9635705351829529, + 1.0, + 0.9841481447219849, + 0.978543221950531, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984822869300842, + 1.0, + 0.9968165159225464, + 1.0, + 0.9922597408294678, + 0.9866353869438171, + 1.0, + 1.0, + 0.9912727475166321, + 1.0, + 1.0, + 1.0, + 0.9578870534896851, + 0.9753864407539368, + 1.0, + 0.9686516523361206, + 1.0, + 1.0, + 1.0, + 0.9952373504638672, + 1.0, + 0.9981127977371216, + 1.0, + 1.0, + 1.0, + 0.9937614798545837, + 1.0, + 1.0, + 0.9963383078575134, + 1.0, + 0.9799409508705139, + 1.0, + 1.0, + 1.0, + 0.9980274438858032, + 0.9529697895050049, + 0.9973941445350647, + 1.0, + 1.0, + 0.9873980283737183, + 1.0, + 1.0, + 1.0, + 0.9780777096748352, + 1.0, + 1.0, + 0.9857492446899414, + 0.9884450435638428, + 1.0, + 1.0, + 0.9747825264930725, + 1.0, + 1.0, + 0.9935187101364136, + 0.9742466807365417, + 1.0, + 1.0, + 0.9970784187316895, + 1.0, + 1.0, + 1.0, + 0.9870427250862122, + 0.973003089427948, + 1.0, + 0.9926908016204834, + 1.0, + 1.0, + 0.9840648770332336, + 0.9856320023536682, + 1.0, + 0.9844445586204529, + 0.9765293598175049, + 1.0, + 1.0, + 1.0, + 0.9929696321487427, + 1.0, + 0.9820653796195984, + 0.9965039491653442, + 0.9992613792419434, + 1.0, + 1.0, + 0.993765115737915, + 0.9801245331764221, + 0.9928979277610779, + 0.992094099521637, + 0.9933592677116394, + 0.9966573715209961, + 1.0, + 1.0, + 1.0, + 0.9758473634719849, + 0.9623119235038757, + 0.9659993648529053, + 0.9866875410079956, + 0.998160183429718, + 1.0, + 1.0, + 0.9964017868041992, + 1.0, + 1.0, + 1.0, + 0.9947205781936646, + 1.0, + 1.0, + 1.0, + 0.9809331297874451, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9882037043571472, + 1.0, + 1.0, + 1.0, + 0.9819350242614746, + 1.0, + 0.9946722388267517, + 0.9921155571937561, + 1.0, + 1.0, + 1.0, + 0.9932161569595337, + 1.0, + 1.0, + 0.9951149821281433, + 1.0, + 0.9769574403762817, + 0.9773443937301636, + 1.0, + 1.0, + 0.9938315749168396, + 0.9846820831298828, + 0.9911511540412903, + 0.9843864440917969, + 1.0, + 0.9940090775489807, + 0.9588221311569214, + 0.9899594783782959, + 1.0, + 0.980114758014679, + 1.0, + 0.9850687980651855, + 0.9985981583595276, + 1.0, + 0.9897155165672302, + 1.0, + 0.9571678638458252, + 0.9634703397750854, + 0.9957820177078247, + 0.9772023558616638, + 0.9801285862922668, + 0.9902604222297668, + 1.0, + 1.0, + 0.950920820236206, + 0.9941744804382324, + 1.0, + 0.9733041524887085, + 1.0, + 0.9754876494407654, + 1.0, + 1.0, + 0.9959160685539246, + 1.0, + 1.0, + 0.9859114289283752, + 1.0, + 1.0, + 1.0, + 0.9843198657035828, + 0.9842516183853149, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.960792601108551, + 0.9948551058769226, + 0.9517768621444702, + 0.9854642152786255, + 1.0, + 0.9994817972183228, + 0.9822782874107361, + 0.9859412312507629, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963680505752563, + 0.9967649579048157, + 0.9918174743652344, + 1.0, + 0.9792954921722412, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939823746681213, + 0.9878053665161133, + 1.0, + 0.9974093437194824, + 1.0, + 1.0, + 0.9888203740119934, + 0.9895170331001282, + 0.985772430896759, + 0.9814814925193787, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990183413028717, + 1.0, + 1.0, + 0.999668538570404, + 0.9782428741455078, + 1.0, + 1.0, + 0.9770396947860718, + 1.0, + 1.0, + 1.0, + 0.9887791872024536, + 1.0, + 0.9820382595062256, + 0.9942743182182312, + 0.9863632321357727, + 1.0, + 1.0, + 1.0, + 0.9896254539489746, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9848694205284119, + 0.9911776781082153, + 0.9940917491912842, + 1.0, + 0.9908682703971863, + 0.9860600233078003, + 1.0, + 0.9986329674720764, + 1.0, + 0.9793323874473572, + 0.9940436482429504, + 1.0, + 1.0, + 1.0, + 0.9978131651878357, + 0.9883614778518677, + 0.9855482578277588, + 0.9967414140701294, + 1.0, + 1.0, + 0.9967778921127319, + 1.0, + 0.9800970554351807, + 1.0, + 1.0, + 1.0, + 0.9977251887321472, + 1.0, + 0.9992935657501221, + 1.0, + 0.9825502038002014, + 1.0, + 0.9978616833686829, + 0.9847744703292847, + 0.9923267364501953, + 0.9819573163986206, + 1.0, + 0.9945234656333923, + 0.988831639289856, + 1.0, + 1.0, + 1.0, + 0.9951410293579102, + 0.992695152759552, + 0.9956235289573669, + 0.9972381591796875, + 1.0, + 0.9931790828704834, + 1.0, + 1.0, + 1.0, + 0.9816029071807861, + 1.0, + 1.0, + 0.9931955337524414, + 0.9890891313552856, + 0.9865132570266724, + 1.0, + 1.0, + 0.9980484247207642, + 0.9996378421783447, + 0.9979352951049805, + 1.0, + 1.0, + 1.0, + 0.981461226940155, + 1.0, + 1.0, + 1.0, + 0.9874812364578247, + 1.0, + 1.0, + 0.9894936084747314, + 0.9952688813209534, + 1.0, + 1.0, + 0.9977507591247559, + 1.0, + 0.9997888207435608, + 1.0, + 0.9849668741226196, + 1.0, + 0.9870275259017944, + 0.9941859841346741, + 1.0, + 1.0, + 0.9957436919212341, + 0.9996921420097351, + 0.9900459051132202, + 1.0, + 0.9964246153831482, + 1.0, + 1.0, + 0.9987565279006958, + 1.0, + 0.9927904009819031, + 1.0, + 0.9993051886558533, + 1.0, + 0.9923993945121765, + 1.0, + 0.9840112924575806, + 1.0, + 0.9884580373764038, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975166916847229, + 1.0, + 0.997484028339386, + 0.9938881993293762, + 0.9895233511924744, + 1.0, + 1.0, + 0.9989579916000366, + 1.0, + 0.998502254486084, + 0.9798800349235535, + 0.9932443499565125, + 0.9860951900482178, + 1.0, + 0.9914801716804504, + 0.986467719078064, + 0.9836757779121399, + 1.0, + 0.9949552416801453, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9796698093414307, + 1.0, + 0.9955861568450928, + 0.9990666508674622, + 1.0, + 0.9758255481719971, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965966939926147, + 0.9976617693901062, + 1.0, + 0.9857940673828125, + 0.9983547925949097, + 1.0, + 0.986120343208313, + 1.0, + 1.0, + 1.0, + 0.9832541942596436, + 0.9888523817062378, + 1.0, + 1.0, + 0.9924731850624084, + 0.9893205165863037, + 0.997622013092041, + 0.992315948009491, + 1.0, + 0.9908585548400879, + 1.0, + 1.0, + 0.9716969132423401, + 0.9977594017982483, + 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_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_scalar_eval.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..7c227967f6dd89671dc36dc6d8cdddbe47a49b94 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 305.1719055175781, + "strength": 143.4446563720703, + "max_strength": 332.96002197265625, + "final_strength": 311.77001953125, + "sample_efficiency": 1.7180356337576086e-07, + "training_efficiency": 1.10075370685081e-05, + "stability": 0.9941436052322388 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_scalar_train.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..7c227967f6dd89671dc36dc6d8cdddbe47a49b94 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 305.1719055175781, + "strength": 143.4446563720703, + "max_strength": 332.96002197265625, + "final_strength": 311.77001953125, + "sample_efficiency": 1.7180356337576086e-07, + "training_efficiency": 1.10075370685081e-05, + "stability": 0.9941436052322388 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_train.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..f3eabd28d0a1df226e05cfad1e64379c0c9b3709 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_s3_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 305.1719055175781, + "strength": 143.4446563720703, + "max_strength": 332.96002197265625, + "final_strength": 311.77001953125, + "sample_efficiency": 1.7180356337576086e-07, + "training_efficiency": 1.10075370685081e-05, + "stability": 0.9941436052322388 + }, + "local": { + "mean_returns": [ + 1.8571428060531616, + 2.034090995788574, + 2.049999952316284, + 1.809999942779541, + 1.850000023841858, + 2.0799999237060547, + 2.049999952316284, + 1.8700000047683716, + 1.9700000286102295, + 2.0199999809265137, + 2.009999990463257, + 2.0199999809265137, + 2.2899999618530273, + 2.3399999141693115, + 2.2200000286102295, + 2.180000066757202, + 2.1500000953674316, + 2.2200000286102295, + 2.2699999809265137, + 2.130000114440918, + 2.190000057220459, + 2.3299999237060547, + 2.309999942779541, + 2.369999885559082, + 2.4100000858306885, + 2.3399999141693115, + 2.380000114440918, + 2.4800000190734863, + 2.569999933242798, + 2.509999990463257, + 2.4000000953674316, + 2.25, + 2.119999885559082, + 2.1700000762939453, + 2.490000009536743, + 2.75, + 2.8399999141693115, + 3.0199999809265137, + 3.109999895095825, + 3.059999942779541, + 3.059999942779541, + 3.059999942779541, + 3.2699999809265137, + 3.9200000762939453, + 4.559999942779541, + 5.119999885559082, + 5.239999771118164, + 5.300000190734863, + 5.360000133514404, + 5.380000114440918, + 5.46999979019165, + 5.590000152587891, + 6.070000171661377, + 6.449999809265137, + 6.519999980926514, + 6.789999961853027, + 7.179999828338623, + 7.380000114440918, + 7.369999885559082, + 7.730000019073486, + 7.579999923706055, + 7.920000076293945, + 8.420000076293945, + 8.470000267028809, + 8.880000114440918, + 8.739999771118164, + 8.880000114440918, + 8.930000305175781, + 9.550000190734863, + 9.520000457763672, + 9.880000114440918, + 10.289999961853027, + 10.720000267028809, + 10.319999694824219, + 10.609999656677246, + 10.420000076293945, + 10.079999923706055, + 10.050000190734863, + 10.0, + 10.399999618530273, + 10.59000015258789, + 10.850000381469727, + 11.109999656677246, + 11.890000343322754, + 11.6899995803833, + 11.859999656677246, + 12.529999732971191, + 12.65999984741211, + 12.670000076293945, + 12.920000076293945, + 13.40999984741211, + 12.979999542236328, + 12.710000038146973, + 13.170000076293945, + 13.430000305175781, + 13.279999732971191, + 13.619999885559082, + 13.970000267028809, + 14.199999809265137, + 14.180000305175781, + 14.229999542236328, + 14.180000305175781, + 14.670000076293945, + 15.119999885559082, + 15.949999809265137, + 15.600000381469727, + 15.979999542236328, + 16.920000076293945, + 17.5, + 17.690000534057617, + 17.68000030517578, + 17.530000686645508, + 17.989999771118164, + 17.209999084472656, + 16.579999923706055, + 15.9399995803833, + 15.789999961853027, + 15.729999542236328, + 16.68000030517578, + 16.290000915527344, + 16.899999618530273, + 17.350000381469727, + 18.149999618530273, + 18.770000457763672, + 19.360000610351562, + 19.31999969482422, + 19.790000915527344, + 19.5, + 19.399999618530273, + 18.84000015258789, + 18.799999237060547, + 18.190000534057617, + 17.690000534057617, + 18.0, + 18.260000228881836, + 18.579999923706055, + 19.030000686645508, + 18.799999237060547, + 19.31999969482422, + 19.360000610351562, + 20.059999465942383, + 19.829999923706055, + 20.09000015258789, + 20.760000228881836, + 21.040000915527344, + 21.43000030517578, + 21.940000534057617, + 22.040000915527344, + 21.920000076293945, + 22.200000762939453, + 22.030000686645508, + 21.3700008392334, + 21.030000686645508, + 21.360000610351562, + 21.18000030517578, + 21.8799991607666, + 22.610000610351562, + 22.100000381469727, + 23.040000915527344, + 23.729999542236328, + 24.100000381469727, + 24.469999313354492, + 25.200000762939453, + 25.170000076293945, + 24.979999542236328, + 25.350000381469727, + 25.860000610351562, + 25.709999084472656, + 25.950000762939453, + 26.579999923706055, + 26.559999465942383, + 26.65999984741211, + 27.06999969482422, + 27.40999984741211, + 27.84000015258789, + 27.239999771118164, + 27.770000457763672, + 27.739999771118164, + 27.670000076293945, + 27.8700008392334, + 28.979999542236328, + 29.350000381469727, + 29.420000076293945, + 29.959999084472656, + 30.739999771118164, + 31.479999542236328, + 31.170000076293945, + 32.08000183105469, + 32.06999969482422, + 31.440000534057617, + 31.489999771118164, + 31.43000030517578, + 31.90999984741211, + 31.93000030517578, + 32.119998931884766, + 32.369998931884766, + 31.639999389648438, + 31.850000381469727, + 33.290000915527344, + 33.9900016784668, + 34.7400016784668, + 34.369998931884766, + 34.29999923706055, + 33.689998626708984, + 34.189998626708984, + 35.029998779296875, + 34.970001220703125, + 34.70000076293945, + 33.61000061035156, + 33.93000030517578, + 33.790000915527344, + 34.15999984741211, + 34.84000015258789, + 35.29999923706055, + 35.68000030517578, + 35.619998931884766, + 36.040000915527344, + 36.68000030517578, + 38.130001068115234, + 37.9900016784668, + 38.540000915527344, + 38.540000915527344, + 39.310001373291016, + 39.25, + 39.08000183105469, + 41.709999084472656, + 41.83000183105469, + 42.790000915527344, + 42.79999923706055, + 43.0099983215332, + 43.959999084472656, + 44.02000045776367, + 43.849998474121094, + 44.61000061035156, + 44.56999969482422, + 44.75, + 44.0, + 43.380001068115234, + 44.22999954223633, + 45.09000015258789, + 45.36000061035156, + 46.099998474121094, + 45.400001525878906, + 47.13999938964844, + 47.060001373291016, + 48.4900016784668, + 48.20000076293945, + 47.33000183105469, + 46.779998779296875, + 46.060001373291016, + 46.66999816894531, + 47.029998779296875, + 48.08000183105469, + 48.119998931884766, + 47.08000183105469, + 47.4900016784668, + 46.33000183105469, + 47.36000061035156, + 48.63999938964844, + 50.279998779296875, + 50.150001525878906, + 51.599998474121094, + 51.18000030517578, + 51.630001068115234, + 50.86000061035156, + 51.59000015258789, + 52.099998474121094, + 53.16999816894531, + 54.08000183105469, + 54.650001525878906, + 53.7400016784668, + 53.88999938964844, + 53.970001220703125, + 53.31999969482422, + 54.97999954223633, + 54.970001220703125, + 55.63999938964844, + 54.880001068115234, + 55.439998626708984, + 53.84000015258789, + 52.619998931884766, + 52.279998779296875, + 52.65999984741211, + 52.34000015258789, + 52.380001068115234, + 53.349998474121094, + 51.11000061035156, + 50.470001220703125, + 51.220001220703125, + 52.59000015258789, + 53.59000015258789, + 54.59000015258789, + 55.880001068115234, + 56.619998931884766, + 55.540000915527344, + 55.400001525878906, + 54.75, + 54.65999984741211, + 56.720001220703125, + 56.56999969482422, + 57.7400016784668, + 57.38999938964844, + 57.189998626708984, + 57.18000030517578, + 57.54999923706055, + 58.06999969482422, + 59.02000045776367, + 61.16999816894531, + 61.9900016784668, + 63.7400016784668, + 66.81999969482422, + 66.66000366210938, + 67.95999908447266, + 68.1500015258789, + 67.2300033569336, + 68.25, + 68.87000274658203, + 69.66999816894531, + 69.2699966430664, + 69.44999694824219, + 69.7300033569336, + 71.80000305175781, + 71.95999908447266, + 72.08999633789062, + 72.86000061035156, + 72.80999755859375, + 72.56999969482422, + 75.43000030517578, + 75.12000274658203, + 75.11000061035156, + 77.19000244140625, + 78.3499984741211, + 79.56999969482422, + 79.18000030517578, + 76.58000183105469, + 73.66999816894531, + 73.98999786376953, + 74.62000274658203, + 73.91000366210938, + 74.7300033569336, + 76.33999633789062, + 76.30999755859375, + 77.41999816894531, + 76.31999969482422, + 73.62000274658203, + 74.41000366210938, + 76.6500015258789, + 77.05000305175781, + 77.91000366210938, + 77.80999755859375, + 77.6500015258789, + 77.0, + 79.0999984741211, + 77.51000213623047, + 81.29000091552734, + 82.26000213623047, + 81.44999694824219, + 83.43000030517578, + 83.19999694824219, + 83.19999694824219, + 83.76000213623047, + 84.37000274658203, + 86.83000183105469, + 90.80000305175781, + 92.13999938964844, + 91.4800033569336, + 90.13999938964844, + 86.62999725341797, + 83.29000091552734, + 86.02999877929688, + 85.18000030517578, + 84.52999877929688, + 86.68000030517578, + 87.5199966430664, + 86.38999938964844, + 84.27999877929688, + 79.30999755859375, + 79.27999877929688, + 81.36000061035156, + 84.04000091552734, + 84.33000183105469, + 86.06999969482422, + 89.2300033569336, + 88.95999908447266, + 87.70999908447266, + 92.58999633789062, + 95.88999938964844, + 96.51000213623047, + 101.08000183105469, + 104.77999877929688, + 102.91999816894531, + 105.16000366210938, + 103.43000030517578, + 102.87000274658203, + 102.56999969482422, + 100.80000305175781, + 103.87999725341797, + 107.55000305175781, + 108.25, + 103.62000274658203, + 100.79000091552734, + 98.56999969482422, + 94.98999786376953, + 97.95999908447266, + 100.2300033569336, + 103.51000213623047, + 105.55999755859375, + 106.19000244140625, + 107.87999725341797, + 112.05000305175781, + 113.30000305175781, + 109.05999755859375, + 107.16000366210938, + 114.12999725341797, + 114.58000183105469, + 115.2699966430664, + 116.87000274658203, + 114.36000061035156, + 113.66999816894531, + 108.5199966430664, + 109.05000305175781, + 107.91000366210938, + 108.9800033569336, + 104.41999816894531, + 101.05999755859375, + 101.05000305175781, + 102.72000122070312, + 98.19000244140625, + 102.4800033569336, + 102.61000061035156, + 104.62999725341797, + 106.0, + 107.19000244140625, + 107.37999725341797, + 105.94999694824219, + 109.76000213623047, + 108.23999786376953, + 109.41999816894531, + 114.08000183105469, + 116.58000183105469, + 118.38999938964844, + 118.36000061035156, + 114.18000030517578, + 116.31999969482422, + 110.0, + 112.41000366210938, + 115.62999725341797, + 113.01000213623047, + 114.80999755859375, + 116.5999984741211, + 119.27999877929688, + 120.69999694824219, + 120.30000305175781, + 116.94999694824219, + 115.0999984741211, + 119.26000213623047, + 122.05999755859375, + 117.13999938964844, + 117.73999786376953, + 115.44000244140625, + 120.26000213623047, + 123.11000061035156, + 126.91999816894531, + 128.25, + 128.99000549316406, + 130.67999267578125, + 126.2699966430664, + 127.04000091552734, + 129.82000732421875, + 131.08999633789062, + 131.05999755859375, + 129.33999633789062, + 137.5800018310547, + 143.61000061035156, + 145.0800018310547, + 148.0, + 150.10000610351562, + 149.60000610351562, + 149.66000366210938, + 149.5800018310547, + 154.8000030517578, + 154.97999572753906, + 157.8300018310547, + 154.08999633789062, + 157.5399932861328, + 161.47000122070312, + 165.0399932861328, + 172.33999633789062, + 171.80999755859375, + 170.05999755859375, + 169.6999969482422, + 167.83999633789062, + 167.94000244140625, + 168.1300048828125, + 174.25, + 170.17999267578125, + 167.17999267578125, + 172.47999572753906, + 169.60000610351562, + 175.13999938964844, + 178.16000366210938, + 178.0, + 175.88999938964844, + 176.02000427246094, + 174.75999450683594, + 178.22999572753906, + 175.8800048828125, + 175.7100067138672, + 174.25999450683594, + 176.32000732421875, + 172.97000122070312, + 172.10000610351562, + 174.35000610351562, + 171.13999938964844, + 167.64999389648438, + 165.16000366210938, + 171.05999755859375, + 165.88999938964844, + 165.3000030517578, + 167.5, + 165.52000427246094, + 163.94000244140625, + 161.67999267578125, + 162.8300018310547, + 167.38999938964844, + 175.47999572753906, + 168.52999877929688, + 166.27000427246094, + 163.35000610351562, + 166.02999877929688, + 168.14999389648438, + 171.3300018310547, + 169.27999877929688, + 169.1300048828125, + 166.82000732421875, + 166.27000427246094, + 159.02999877929688, + 159.44000244140625, + 152.1699981689453, + 157.25999450683594, + 149.74000549316406, + 148.16000366210938, + 142.17999267578125, + 145.72999572753906, + 144.5800018310547, + 144.5800018310547, + 143.89999389648438, + 144.49000549316406, + 143.35000610351562, + 141.4199981689453, + 142.97000122070312, + 142.5800018310547, + 140.3699951171875, + 142.5800018310547, + 144.67999267578125, + 143.38999938964844, + 146.47000122070312, + 147.8000030517578, + 152.25999450683594, + 153.39999389648438, + 153.82000732421875, + 159.30999755859375, + 162.07000732421875, + 166.14999389648438, + 165.6300048828125, + 168.27000427246094, + 165.61000061035156, + 167.41000366210938, + 168.0500030517578, + 176.38999938964844, + 174.14999389648438, + 174.8800048828125, + 176.61000061035156, + 180.0800018310547, + 177.99000549316406, + 171.5500030517578, + 174.05999755859375, + 171.32000732421875, + 167.6699981689453, + 168.3699951171875, + 175.39999389648438, + 179.2899932861328, + 184.41000366210938, + 185.47999572753906, + 185.7100067138672, + 185.42999267578125, + 186.5399932861328, + 185.9499969482422, + 185.9600067138672, + 184.52999877929688, + 182.0800018310547, + 183.92999267578125, + 185.69000244140625, + 184.0800018310547, + 184.92999267578125, + 191.47000122070312, + 191.64999389648438, + 183.6300048828125, + 179.13999938964844, + 179.2100067138672, + 173.6300048828125, + 176.0, + 177.83999633789062, + 179.67999267578125, + 178.8300018310547, + 181.3699951171875, + 181.02999877929688, + 185.13999938964844, + 185.24000549316406, + 191.9600067138672, + 190.77000427246094, + 192.16000366210938, + 197.83999633789062, + 197.1199951171875, + 197.6300048828125, + 193.69000244140625, + 194.38999938964844, + 196.30999755859375, + 198.9199981689453, + 198.52999877929688, + 189.25, + 188.75999450683594, + 188.97000122070312, + 192.4499969482422, + 190.0399932861328, + 193.8000030517578, + 194.7100067138672, + 198.27000427246094, + 193.9499969482422, + 195.74000549316406, + 196.99000549316406, + 194.1999969482422, + 191.97000122070312, + 195.32000732421875, + 207.02000427246094, + 201.8300018310547, + 204.8699951171875, + 207.9600067138672, + 206.6199951171875, + 201.3300018310547, + 202.67999267578125, + 210.0, + 209.38999938964844, + 210.83999633789062, + 216.41000366210938, + 219.6199951171875, + 216.7899932861328, + 210.97000122070312, + 214.63999938964844, + 213.0800018310547, + 213.24000549316406, + 218.33999633789062, + 214.8800048828125, + 211.80999755859375, + 221.07000732421875, + 217.64999389648438, + 212.57000732421875, + 218.3800048828125, + 219.97999572753906, + 221.67999267578125, + 220.1300048828125, + 222.57000732421875, + 218.60000610351562, + 217.83999633789062, + 217.67999267578125, + 218.91000366210938, + 220.94000244140625, + 219.57000732421875, + 215.22999572753906, + 213.7100067138672, + 212.02999877929688, + 210.6300048828125, + 209.92999267578125, + 217.80999755859375, + 219.6699981689453, + 219.82000732421875, + 214.5399932861328, + 206.5, + 199.52000427246094, + 196.8800048828125, + 196.52000427246094, + 199.55999755859375, + 201.30999755859375, + 200.58999633789062, + 206.11000061035156, + 208.1199951171875, + 211.4600067138672, + 210.35000610351562, + 212.30999755859375, + 212.9499969482422, + 213.6199951171875, + 209.57000732421875, + 211.1699981689453, + 216.4199981689453, + 220.24000549316406, + 225.77000427246094, + 231.7899932861328, + 229.07000732421875, + 234.72999572753906, + 234.94000244140625, + 239.24000549316406, + 234.94000244140625, + 235.8300018310547, + 234.5800018310547, + 232.74000549316406, + 235.32000732421875, + 241.7100067138672, + 245.91000366210938, + 244.25, + 250.02999877929688, + 253.0, + 251.77000427246094, + 254.22000122070312, + 248.38999938964844, + 242.7899932861328, + 249.6999969482422, + 254.11000061035156, + 252.5500030517578, + 248.6999969482422, + 246.50999450683594, + 242.67999267578125, + 249.9199981689453, + 248.42999267578125, + 238.25, + 235.8699951171875, + 236.55999755859375, + 231.8800048828125, + 232.94000244140625, + 229.47999572753906, + 229.16000366210938, + 229.7100067138672, + 227.36000061035156, + 230.00999450683594, + 220.2100067138672, + 212.2100067138672, + 211.32000732421875, + 206.52999877929688, + 202.4499969482422, + 200.49000549316406, + 203.1199951171875, + 207.0, + 196.89999389648438, + 195.75999450683594, + 197.8699951171875, + 192.6199951171875, + 192.9499969482422, + 188.25, + 193.11000061035156, + 197.10000610351562, + 196.3000030517578, + 207.32000732421875, + 209.88999938964844, + 206.9499969482422, + 216.5500030517578, + 224.50999450683594, + 225.05999755859375, + 221.5500030517578, + 218.0800018310547, + 219.27999877929688, + 223.8000030517578, + 225.47999572753906, + 231.38999938964844, + 233.49000549316406, + 234.83999633789062, + 237.89999389648438, + 228.6199951171875, + 227.4499969482422, + 216.5399932861328, + 213.41000366210938, + 213.49000549316406, + 213.3800048828125, + 209.6199951171875, + 206.69000244140625, + 208.4600067138672, + 208.6300048828125, + 213.5, + 218.5500030517578, + 221.47999572753906, + 220.67999267578125, + 219.97000122070312, + 218.17999267578125, + 219.52000427246094, + 215.0, + 218.13999938964844, + 226.16000366210938, + 226.8800048828125, + 229.47000122070312, + 233.86000061035156, + 232.4600067138672, + 229.63999938964844, + 232.80999755859375, + 232.2100067138672, + 234.6699981689453, + 234.6699981689453, + 232.05999755859375, + 229.63999938964844, + 226.38999938964844, + 222.22000122070312, + 222.25, + 222.42999267578125, + 229.77000427246094, + 230.55999755859375, + 231.22000122070312, + 233.47000122070312, + 231.19000244140625, + 238.8800048828125, + 242.58999633789062, + 242.50999450683594, + 237.25999450683594, + 239.4499969482422, + 245.97999572753906, + 240.36000061035156, + 245.9600067138672, + 248.4600067138672, + 253.4199981689453, + 250.58999633789062, + 257.30999755859375, + 252.7100067138672, + 251.27000427246094, + 247.86000061035156, + 248.82000732421875, + 250.91000366210938, + 253.75, + 251.1300048828125, + 254.0, + 255.89999389648438, + 266.6300048828125, + 268.2200012207031, + 264.17999267578125, + 261.8599853515625, + 260.32000732421875, + 261.8399963378906, + 259.4599914550781, + 255.86000061035156, + 257.260009765625, + 256.9100036621094, + 260.07000732421875, + 254.72000122070312, + 253.2100067138672, + 255.4199981689453, + 261.3800048828125, + 266.42999267578125, + 265.8500061035156, + 262.7699890136719, + 258.989990234375, + 258.1499938964844, + 260.9599914550781, + 261.9100036621094, + 261.07000732421875, + 267.0, + 261.7099914550781, + 262.82000732421875, + 266.3399963378906, + 269.3599853515625, + 268.75, + 270.17999267578125, + 269.989990234375, + 271.70001220703125, + 266.9800109863281, + 267.7799987792969, + 267.2099914550781, + 263.1600036621094, + 261.1499938964844, + 256.4599914550781, + 260.5, + 259.0799865722656, + 256.20001220703125, + 256.6499938964844, + 259.7799987792969, + 262.5799865722656, + 261.30999755859375, + 259.4100036621094, + 258.2799987792969, + 257.57000732421875, + 263.6400146484375, + 261.8500061035156, + 266.0899963378906, + 267.6099853515625, + 271.3599853515625, + 266.3900146484375, + 273.30999755859375, + 278.9700012207031, + 277.0799865722656, + 274.07000732421875, + 270.3900146484375, + 275.5, + 277.9100036621094, + 277.3699951171875, + 277.2699890136719, + 276.70001220703125, + 282.6099853515625, + 283.92999267578125, + 284.94000244140625, + 279.67999267578125, + 280.4700012207031, + 280.5, + 281.5899963378906, + 278.0799865722656, + 280.05999755859375, + 281.0400085449219, + 278.1000061035156, + 276.7900085449219, + 281.6099853515625, + 285.760009765625, + 285.1199951171875, + 285.29998779296875, + 285.239990234375, + 289.239990234375, + 284.9100036621094, + 288.739990234375, + 285.010009765625, + 283.3599853515625, + 291.8800048828125, + 294.8900146484375, + 293.6400146484375, + 293.54998779296875, + 290.6400146484375, + 292.0799865722656, + 291.0400085449219, + 292.6099853515625, + 298.760009765625, + 298.3900146484375, + 300.80999755859375, + 298.6499938964844, + 303.4800109863281, + 303.2699890136719, + 306.45001220703125, + 304.1300048828125, + 308.29998779296875, + 303.3900146484375, + 309.6499938964844, + 306.0899963378906, + 309.0400085449219, + 309.3599853515625, + 309.55999755859375, + 311.2900085449219, + 310.5199890136719, + 311.2300109863281, + 310.45001220703125, + 308.55999755859375, + 305.3399963378906, + 307.9700012207031, + 308.32000732421875, + 308.0, + 308.3299865722656, + 307.8699951171875, + 301.70001220703125, + 299.6700134277344, + 295.5199890136719, + 299.3399963378906, + 296.79998779296875, + 292.79998779296875, + 288.0400085449219, + 288.6400146484375, + 287.19000244140625, + 288.5199890136719, + 290.1400146484375, + 290.739990234375, + 296.010009765625, + 296.55999755859375, + 301.5299987792969, + 304.70001220703125, + 298.5299987792969, + 302.5400085449219, + 301.2099914550781, + 300.92999267578125, + 305.25, + 297.8999938964844, + 298.6700134277344, + 300.69000244140625, + 308.82000732421875, + 311.7300109863281, + 322.3599853515625, + 324.04998779296875, + 327.3599853515625, + 326.25, + 325.489990234375, + 334.1700134277344, + 329.44000244140625, + 328.8999938964844, + 331.19000244140625, + 326.6099853515625, + 327.70001220703125, + 329.0899963378906, + 329.6499938964844, + 324.1499938964844, + 320.54998779296875, + 324.5799865722656, + 326.7099914550781, + 324.260009765625, + 320.80999755859375, + 320.04998779296875, + 317.6000061035156, + 319.5400085449219, + 316.6300048828125, + 316.8900146484375, + 322.7300109863281, + 313.6300048828125, + 312.92999267578125, + 312.9800109863281 + ], + "strengths": [ + 0.647142767906189, + 0.8240909576416016, + 0.8399999141693115, + 0.5999999046325684, + 0.6399999856948853, + 0.869999885559082, + 0.8399999141693115, + 0.6599999666213989, + 0.7599999904632568, + 0.809999942779541, + 0.7999999523162842, + 0.809999942779541, + 1.0799999237060547, + 1.1299998760223389, + 1.0099999904632568, + 0.9700000286102295, + 0.940000057220459, + 1.0099999904632568, + 1.059999942779541, + 0.9200000762939453, + 0.9800000190734863, + 1.119999885559082, + 1.0999999046325684, + 1.1599998474121094, + 1.2000000476837158, + 1.1299998760223389, + 1.1700000762939453, + 1.2699999809265137, + 1.3599998950958252, + 1.2999999523162842, + 1.190000057220459, + 1.0399999618530273, + 0.9099998474121094, + 0.9600000381469727, + 1.2799999713897705, + 1.5399999618530273, + 1.6299998760223389, + 1.809999942779541, + 1.8999998569488525, + 1.8499999046325684, + 1.8499999046325684, + 1.8499999046325684, + 2.059999942779541, + 2.7100000381469727, + 3.3499999046325684, + 3.9099998474121094, + 4.029999732971191, + 4.090000152587891, + 4.150000095367432, + 4.170000076293945, + 4.259999752044678, + 4.380000114440918, + 4.860000133514404, + 5.239999771118164, + 5.309999942779541, + 5.579999923706055, + 5.96999979019165, + 6.170000076293945, + 6.159999847412109, + 6.519999980926514, + 6.369999885559082, + 6.710000038146973, + 7.210000038146973, + 7.260000228881836, + 7.670000076293945, + 7.529999732971191, + 7.670000076293945, + 7.720000267028809, + 8.34000015258789, + 8.3100004196167, + 8.670000076293945, + 9.079999923706055, + 9.510000228881836, + 9.109999656677246, + 9.399999618530273, + 9.210000038146973, + 8.869999885559082, + 8.84000015258789, + 8.789999961853027, + 9.1899995803833, + 9.380000114440918, + 9.640000343322754, + 9.899999618530273, + 10.680000305175781, + 10.479999542236328, + 10.649999618530273, + 11.319999694824219, + 11.449999809265137, + 11.460000038146973, + 11.710000038146973, + 12.199999809265137, + 11.769999504089355, + 11.5, + 11.960000038146973, + 12.220000267028809, + 12.069999694824219, + 12.40999984741211, + 12.760000228881836, + 12.989999771118164, + 12.970000267028809, + 13.019999504089355, + 12.970000267028809, + 13.460000038146973, + 13.90999984741211, + 14.739999771118164, + 14.390000343322754, + 14.769999504089355, + 15.710000038146973, + 16.290000915527344, + 16.479999542236328, + 16.470001220703125, + 16.31999969482422, + 16.779998779296875, + 15.999999046325684, + 15.369999885559082, + 14.729999542236328, + 14.579999923706055, + 14.519999504089355, + 15.470000267028809, + 15.080000877380371, + 15.6899995803833, + 16.139999389648438, + 16.939998626708984, + 17.560001373291016, + 18.150001525878906, + 18.110000610351562, + 18.580001831054688, + 18.290000915527344, + 18.189998626708984, + 17.630001068115234, + 17.59000015258789, + 16.979999542236328, + 16.479999542236328, + 16.790000915527344, + 17.049999237060547, + 17.369998931884766, + 17.81999969482422, + 17.59000015258789, + 18.110000610351562, + 18.150001525878906, + 18.849998474121094, + 18.619998931884766, + 18.880001068115234, + 19.549999237060547, + 19.830001831054688, + 20.220001220703125, + 20.729999542236328, + 20.830001831054688, + 20.709999084472656, + 20.990001678466797, + 20.81999969482422, + 20.15999984741211, + 19.81999969482422, + 20.150001525878906, + 19.970001220703125, + 20.669998168945312, + 21.400001525878906, + 20.889999389648438, + 21.830001831054688, + 22.520000457763672, + 22.889999389648438, + 23.259998321533203, + 23.990001678466797, + 23.959999084472656, + 23.770000457763672, + 24.139999389648438, + 24.650001525878906, + 24.5, + 24.740001678466797, + 25.369998931884766, + 25.349998474121094, + 25.450000762939453, + 25.860000610351562, + 26.200000762939453, + 26.630001068115234, + 26.029998779296875, + 26.560001373291016, + 26.529998779296875, + 26.459999084472656, + 26.65999984741211, + 27.770000457763672, + 28.139999389648438, + 28.209999084472656, + 28.75, + 29.529998779296875, + 30.270000457763672, + 29.959999084472656, + 30.87000274658203, + 30.860000610351562, + 30.229999542236328, + 30.279998779296875, + 30.220001220703125, + 30.700000762939453, + 30.720001220703125, + 30.90999984741211, + 31.15999984741211, + 30.43000030517578, + 30.639999389648438, + 32.08000183105469, + 32.78000259399414, + 33.53000259399414, + 33.15999984741211, + 33.09000015258789, + 32.47999954223633, + 32.97999954223633, + 33.81999969482422, + 33.76000213623047, + 33.4900016784668, + 32.400001525878906, + 32.720001220703125, + 32.58000183105469, + 32.95000076293945, + 33.630001068115234, + 34.09000015258789, + 34.470001220703125, + 34.40999984741211, + 34.83000183105469, + 35.470001220703125, + 36.92000198364258, + 36.78000259399414, + 37.33000183105469, + 37.33000183105469, + 38.10000228881836, + 38.040000915527344, + 37.87000274658203, + 40.5, + 40.62000274658203, + 41.58000183105469, + 41.59000015258789, + 41.79999923706055, + 42.75, + 42.810001373291016, + 42.63999938964844, + 43.400001525878906, + 43.36000061035156, + 43.540000915527344, + 42.790000915527344, + 42.17000198364258, + 43.02000045776367, + 43.880001068115234, + 44.150001525878906, + 44.88999938964844, + 44.19000244140625, + 45.93000030517578, + 45.85000228881836, + 47.28000259399414, + 46.9900016784668, + 46.12000274658203, + 45.56999969482422, + 44.85000228881836, + 45.459999084472656, + 45.81999969482422, + 46.87000274658203, + 46.90999984741211, + 45.87000274658203, + 46.28000259399414, + 45.12000274658203, + 46.150001525878906, + 47.43000030517578, + 49.06999969482422, + 48.94000244140625, + 50.38999938964844, + 49.970001220703125, + 50.42000198364258, + 49.650001525878906, + 50.380001068115234, + 50.88999938964844, + 51.959999084472656, + 52.87000274658203, + 53.44000244140625, + 52.53000259399414, + 52.68000030517578, + 52.76000213623047, + 52.11000061035156, + 53.77000045776367, + 53.76000213623047, + 54.43000030517578, + 53.67000198364258, + 54.22999954223633, + 52.630001068115234, + 51.40999984741211, + 51.06999969482422, + 51.45000076293945, + 51.130001068115234, + 51.17000198364258, + 52.13999938964844, + 49.900001525878906, + 49.26000213623047, + 50.01000213623047, + 51.380001068115234, + 52.380001068115234, + 53.380001068115234, + 54.67000198364258, + 55.40999984741211, + 54.33000183105469, + 54.19000244140625, + 53.540000915527344, + 53.45000076293945, + 55.51000213623047, + 55.36000061035156, + 56.53000259399414, + 56.18000030517578, + 55.97999954223633, + 55.970001220703125, + 56.34000015258789, + 56.86000061035156, + 57.810001373291016, + 59.959999084472656, + 60.78000259399414, + 62.53000259399414, + 65.61000061035156, + 65.45000457763672, + 66.75, + 66.94000244140625, + 66.02000427246094, + 67.04000091552734, + 67.66000366210938, + 68.45999908447266, + 68.05999755859375, + 68.23999786376953, + 68.52000427246094, + 70.59000396728516, + 70.75, + 70.87999725341797, + 71.6500015258789, + 71.5999984741211, + 71.36000061035156, + 74.22000122070312, + 73.91000366210938, + 73.9000015258789, + 75.9800033569336, + 77.13999938964844, + 78.36000061035156, + 77.97000122070312, + 75.37000274658203, + 72.45999908447266, + 72.77999877929688, + 73.41000366210938, + 72.70000457763672, + 73.52000427246094, + 75.12999725341797, + 75.0999984741211, + 76.20999908447266, + 75.11000061035156, + 72.41000366210938, + 73.20000457763672, + 75.44000244140625, + 75.84000396728516, + 76.70000457763672, + 76.5999984741211, + 76.44000244140625, + 75.79000091552734, + 77.88999938964844, + 76.30000305175781, + 80.08000183105469, + 81.05000305175781, + 80.23999786376953, + 82.22000122070312, + 81.98999786376953, + 81.98999786376953, + 82.55000305175781, + 83.16000366210938, + 85.62000274658203, + 89.59000396728516, + 90.93000030517578, + 90.27000427246094, + 88.93000030517578, + 85.41999816894531, + 82.08000183105469, + 84.81999969482422, + 83.97000122070312, + 83.31999969482422, + 85.47000122070312, + 86.30999755859375, + 85.18000030517578, + 83.06999969482422, + 78.0999984741211, + 78.06999969482422, + 80.1500015258789, + 82.83000183105469, + 83.12000274658203, + 84.86000061035156, + 88.02000427246094, + 87.75, + 86.5, + 91.37999725341797, + 94.68000030517578, + 95.30000305175781, + 99.87000274658203, + 103.56999969482422, + 101.70999908447266, + 103.95000457763672, + 102.22000122070312, + 101.66000366210938, + 101.36000061035156, + 99.59000396728516, + 102.66999816894531, + 106.34000396728516, + 107.04000091552734, + 102.41000366210938, + 99.58000183105469, + 97.36000061035156, + 93.77999877929688, + 96.75, + 99.02000427246094, + 102.30000305175781, + 104.3499984741211, + 104.9800033569336, + 106.66999816894531, + 110.84000396728516, + 112.09000396728516, + 107.8499984741211, + 105.95000457763672, + 112.91999816894531, + 113.37000274658203, + 114.05999755859375, + 115.66000366210938, + 113.1500015258789, + 112.45999908447266, + 107.30999755859375, + 107.84000396728516, + 106.70000457763672, + 107.77000427246094, + 103.20999908447266, + 99.8499984741211, + 99.84000396728516, + 101.51000213623047, + 96.9800033569336, + 101.27000427246094, + 101.4000015258789, + 103.41999816894531, + 104.79000091552734, + 105.9800033569336, + 106.16999816894531, + 104.73999786376953, + 108.55000305175781, + 107.02999877929688, + 108.20999908447266, + 112.87000274658203, + 115.37000274658203, + 117.18000030517578, + 117.1500015258789, + 112.97000122070312, + 115.11000061035156, + 108.79000091552734, + 111.20000457763672, + 114.41999816894531, + 111.80000305175781, + 113.5999984741211, + 115.38999938964844, + 118.06999969482422, + 119.48999786376953, + 119.09000396728516, + 115.73999786376953, + 113.88999938964844, + 118.05000305175781, + 120.8499984741211, + 115.93000030517578, + 116.52999877929688, + 114.2300033569336, + 119.05000305175781, + 121.9000015258789, + 125.70999908447266, + 127.04000091552734, + 127.7800064086914, + 129.46998596191406, + 125.05999755859375, + 125.83000183105469, + 128.61000061035156, + 129.87998962402344, + 129.84999084472656, + 128.12998962402344, + 136.3699951171875, + 142.39999389648438, + 143.8699951171875, + 146.7899932861328, + 148.88999938964844, + 148.38999938964844, + 148.4499969482422, + 148.3699951171875, + 153.58999633789062, + 153.76998901367188, + 156.6199951171875, + 152.87998962402344, + 156.32998657226562, + 160.25999450683594, + 163.82998657226562, + 171.12998962402344, + 170.59999084472656, + 168.84999084472656, + 168.489990234375, + 166.62998962402344, + 166.72999572753906, + 166.9199981689453, + 173.0399932861328, + 168.96998596191406, + 165.96998596191406, + 171.26998901367188, + 168.38999938964844, + 173.92999267578125, + 176.9499969482422, + 176.7899932861328, + 174.67999267578125, + 174.80999755859375, + 173.54998779296875, + 177.01998901367188, + 174.6699981689453, + 174.5, + 173.04998779296875, + 175.11000061035156, + 171.75999450683594, + 170.88999938964844, + 173.13999938964844, + 169.92999267578125, + 166.4399871826172, + 163.9499969482422, + 169.84999084472656, + 164.67999267578125, + 164.08999633789062, + 166.2899932861328, + 164.30999755859375, + 162.72999572753906, + 160.46998596191406, + 161.6199951171875, + 166.17999267578125, + 174.26998901367188, + 167.3199920654297, + 165.05999755859375, + 162.13999938964844, + 164.8199920654297, + 166.9399871826172, + 170.1199951171875, + 168.0699920654297, + 167.9199981689453, + 165.61000061035156, + 165.05999755859375, + 157.8199920654297, + 158.22999572753906, + 150.95999145507812, + 156.04998779296875, + 148.52999877929688, + 146.9499969482422, + 140.96998596191406, + 144.51998901367188, + 143.3699951171875, + 143.3699951171875, + 142.6899871826172, + 143.27999877929688, + 142.13999938964844, + 140.20999145507812, + 141.75999450683594, + 141.3699951171875, + 139.1599884033203, + 141.3699951171875, + 143.46998596191406, + 142.17999267578125, + 145.25999450683594, + 146.58999633789062, + 151.04998779296875, + 152.1899871826172, + 152.61000061035156, + 158.09999084472656, + 160.86000061035156, + 164.9399871826172, + 164.4199981689453, + 167.05999755859375, + 164.39999389648438, + 166.1999969482422, + 166.83999633789062, + 175.17999267578125, + 172.9399871826172, + 173.6699981689453, + 175.39999389648438, + 178.8699951171875, + 176.77999877929688, + 170.33999633789062, + 172.84999084472656, + 170.11000061035156, + 166.45999145507812, + 167.1599884033203, + 174.1899871826172, + 178.07998657226562, + 183.1999969482422, + 184.26998901367188, + 184.5, + 184.21998596191406, + 185.32998657226562, + 184.739990234375, + 184.75, + 183.3199920654297, + 180.8699951171875, + 182.71998596191406, + 184.47999572753906, + 182.8699951171875, + 183.71998596191406, + 190.25999450683594, + 190.4399871826172, + 182.4199981689453, + 177.92999267578125, + 178.0, + 172.4199981689453, + 174.7899932861328, + 176.62998962402344, + 178.46998596191406, + 177.6199951171875, + 180.1599884033203, + 179.8199920654297, + 183.92999267578125, + 184.02999877929688, + 190.75, + 189.55999755859375, + 190.9499969482422, + 196.62998962402344, + 195.9099884033203, + 196.4199981689453, + 192.47999572753906, + 193.17999267578125, + 195.09999084472656, + 197.70999145507812, + 197.3199920654297, + 188.0399932861328, + 187.54998779296875, + 187.75999450683594, + 191.239990234375, + 188.82998657226562, + 192.58999633789062, + 193.5, + 197.05999755859375, + 192.739990234375, + 194.52999877929688, + 195.77999877929688, + 192.989990234375, + 190.75999450683594, + 194.11000061035156, + 205.80999755859375, + 200.6199951171875, + 203.6599884033203, + 206.75, + 205.4099884033203, + 200.1199951171875, + 201.46998596191406, + 208.7899932861328, + 208.17999267578125, + 209.62998962402344, + 215.1999969482422, + 218.4099884033203, + 215.57998657226562, + 209.75999450683594, + 213.42999267578125, + 211.8699951171875, + 212.02999877929688, + 217.12998962402344, + 213.6699981689453, + 210.59999084472656, + 219.86000061035156, + 216.4399871826172, + 211.36000061035156, + 217.1699981689453, + 218.76998901367188, + 220.46998596191406, + 218.9199981689453, + 221.36000061035156, + 217.38999938964844, + 216.62998962402344, + 216.46998596191406, + 217.6999969482422, + 219.72999572753906, + 218.36000061035156, + 214.01998901367188, + 212.5, + 210.8199920654297, + 209.4199981689453, + 208.71998596191406, + 216.59999084472656, + 218.45999145507812, + 218.61000061035156, + 213.32998657226562, + 205.2899932861328, + 198.30999755859375, + 195.6699981689453, + 195.30999755859375, + 198.34999084472656, + 200.09999084472656, + 199.37998962402344, + 204.89999389648438, + 206.9099884033203, + 210.25, + 209.13999938964844, + 211.09999084472656, + 211.739990234375, + 212.4099884033203, + 208.36000061035156, + 209.95999145507812, + 215.20999145507812, + 219.02999877929688, + 224.55999755859375, + 230.57998657226562, + 227.86000061035156, + 233.51998901367188, + 233.72999572753906, + 238.02999877929688, + 233.72999572753906, + 234.6199951171875, + 233.3699951171875, + 231.52999877929688, + 234.11000061035156, + 240.5, + 244.6999969482422, + 243.0399932861328, + 248.8199920654297, + 251.7899932861328, + 250.55999755859375, + 253.00999450683594, + 247.17999267578125, + 241.57998657226562, + 248.489990234375, + 252.89999389648438, + 251.33999633789062, + 247.489990234375, + 245.29998779296875, + 241.46998596191406, + 248.70999145507812, + 247.21998596191406, + 237.0399932861328, + 234.6599884033203, + 235.34999084472656, + 230.6699981689453, + 231.72999572753906, + 228.26998901367188, + 227.9499969482422, + 228.5, + 226.14999389648438, + 228.79998779296875, + 219.0, + 211.0, + 210.11000061035156, + 205.3199920654297, + 201.239990234375, + 199.27999877929688, + 201.9099884033203, + 205.7899932861328, + 195.6899871826172, + 194.54998779296875, + 196.6599884033203, + 191.4099884033203, + 191.739990234375, + 187.0399932861328, + 191.89999389648438, + 195.88999938964844, + 195.08999633789062, + 206.11000061035156, + 208.67999267578125, + 205.739990234375, + 215.33999633789062, + 223.29998779296875, + 223.84999084472656, + 220.33999633789062, + 216.8699951171875, + 218.0699920654297, + 222.58999633789062, + 224.26998901367188, + 230.17999267578125, + 232.27999877929688, + 233.62998962402344, + 236.6899871826172, + 227.4099884033203, + 226.239990234375, + 215.32998657226562, + 212.1999969482422, + 212.27999877929688, + 212.1699981689453, + 208.4099884033203, + 205.47999572753906, + 207.25, + 207.4199981689453, + 212.2899932861328, + 217.33999633789062, + 220.26998901367188, + 219.46998596191406, + 218.75999450683594, + 216.96998596191406, + 218.30999755859375, + 213.7899932861328, + 216.92999267578125, + 224.9499969482422, + 225.6699981689453, + 228.25999450683594, + 232.64999389648438, + 231.25, + 228.42999267578125, + 231.59999084472656, + 231.0, + 233.45999145507812, + 233.45999145507812, + 230.84999084472656, + 228.42999267578125, + 225.17999267578125, + 221.00999450683594, + 221.0399932861328, + 221.21998596191406, + 228.55999755859375, + 229.34999084472656, + 230.00999450683594, + 232.25999450683594, + 229.97999572753906, + 237.6699981689453, + 241.37998962402344, + 241.29998779296875, + 236.04998779296875, + 238.239990234375, + 244.76998901367188, + 239.14999389648438, + 244.75, + 247.25, + 252.20999145507812, + 249.37998962402344, + 256.1000061035156, + 251.5, + 250.05999755859375, + 246.64999389648438, + 247.61000061035156, + 249.6999969482422, + 252.5399932861328, + 249.9199981689453, + 252.7899932861328, + 254.6899871826172, + 265.4200134277344, + 267.010009765625, + 262.9700012207031, + 260.6499938964844, + 259.1100158691406, + 260.6300048828125, + 258.25, + 254.64999389648438, + 256.0500183105469, + 255.6999969482422, + 258.8600158691406, + 253.50999450683594, + 252.0, + 254.20999145507812, + 260.1700134277344, + 265.2200012207031, + 264.6400146484375, + 261.55999755859375, + 257.7799987792969, + 256.94000244140625, + 259.75, + 260.70001220703125, + 259.8600158691406, + 265.7900085449219, + 260.5, + 261.6100158691406, + 265.1300048828125, + 268.1499938964844, + 267.5400085449219, + 268.9700012207031, + 268.7799987792969, + 270.4900207519531, + 265.77001953125, + 266.57000732421875, + 266.0, + 261.95001220703125, + 259.94000244140625, + 255.24998474121094, + 259.2900085449219, + 257.8699951171875, + 254.99000549316406, + 255.4399871826172, + 258.57000732421875, + 261.3699951171875, + 260.1000061035156, + 258.20001220703125, + 257.07000732421875, + 256.3600158691406, + 262.4300231933594, + 260.6400146484375, + 264.8800048828125, + 266.3999938964844, + 270.1499938964844, + 265.1800231933594, + 272.1000061035156, + 277.760009765625, + 275.8699951171875, + 272.8600158691406, + 269.1800231933594, + 274.2900085449219, + 276.70001220703125, + 276.1600036621094, + 276.05999755859375, + 275.4900207519531, + 281.3999938964844, + 282.7200012207031, + 283.7300109863281, + 278.4700012207031, + 279.260009765625, + 279.2900085449219, + 280.3800048828125, + 276.8699951171875, + 278.8500061035156, + 279.83001708984375, + 276.8900146484375, + 275.58001708984375, + 280.3999938964844, + 284.5500183105469, + 283.9100036621094, + 284.0899963378906, + 284.0299987792969, + 288.0299987792969, + 283.70001220703125, + 287.5299987792969, + 283.8000183105469, + 282.1499938964844, + 290.6700134277344, + 293.6800231933594, + 292.4300231933594, + 292.3399963378906, + 289.4300231933594, + 290.8699951171875, + 289.83001708984375, + 291.3999938964844, + 297.5500183105469, + 297.1800231933594, + 299.6000061035156, + 297.44000244140625, + 302.27001953125, + 302.05999755859375, + 305.2400207519531, + 302.9200134277344, + 307.0899963378906, + 302.1800231933594, + 308.44000244140625, + 304.8800048828125, + 307.83001708984375, + 308.1499938964844, + 308.3500061035156, + 310.08001708984375, + 309.30999755859375, + 310.02001953125, + 309.2400207519531, + 307.3500061035156, + 304.1300048828125, + 306.760009765625, + 307.1100158691406, + 306.7900085449219, + 307.1199951171875, + 306.6600036621094, + 300.4900207519531, + 298.46002197265625, + 294.30999755859375, + 298.1300048828125, + 295.5899963378906, + 291.5899963378906, + 286.83001708984375, + 287.4300231933594, + 285.9800109863281, + 287.30999755859375, + 288.9300231933594, + 289.5299987792969, + 294.8000183105469, + 295.3500061035156, + 300.32000732421875, + 303.4900207519531, + 297.32000732421875, + 301.33001708984375, + 300.0, + 299.7200012207031, + 304.0400085449219, + 296.69000244140625, + 297.46002197265625, + 299.4800109863281, + 307.6100158691406, + 310.52001953125, + 321.1499938964844, + 322.8399963378906, + 326.1499938964844, + 325.0400085449219, + 324.2799987792969, + 332.96002197265625, + 328.2300109863281, + 327.69000244140625, + 329.9800109863281, + 325.3999938964844, + 326.4900207519531, + 327.8800048828125, + 328.44000244140625, + 322.94000244140625, + 319.3399963378906, + 323.3699951171875, + 325.5, + 323.0500183105469, + 319.6000061035156, + 318.8399963378906, + 316.3900146484375, + 318.33001708984375, + 315.4200134277344, + 315.6800231933594, + 321.52001953125, + 312.4200134277344, + 311.7200012207031, + 311.77001953125 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 7.199319952633232e-05, + 5.7942572311731055e-05, + 5.1153168897144496e-05, + 4.553877442958765e-05, + 3.9857386582298204e-05, + 3.577465395210311e-05, + 3.3180389436893165e-05, + 3.066997305722907e-05, + 2.8435006242943928e-05, + 2.656854485394433e-05, + 2.4945629775174893e-05, + 2.3115440853871405e-05, + 2.151976696040947e-05, + 2.0302224584156647e-05, + 1.927668745338451e-05, + 1.8391965568298474e-05, + 1.7541326087666675e-05, + 1.6742929801694117e-05, + 1.6115593098220415e-05, + 1.5504281691391952e-05, + 1.4869028746034019e-05, + 1.4302298950497061e-05, + 1.3757504348177463e-05, + 1.324352797382744e-05, + 1.2799426258425228e-05, + 1.2375125152175315e-05, + 1.1950830412388314e-05, + 1.1533545148267876e-05, + 1.1166091098857578e-05, + 1.085322492144769e-05, + 1.0595957064651884e-05, + 1.0381821084592957e-05, + 1.0166094398300629e-05, + 9.894063623505645e-06, + 9.589061846781988e-06, + 9.290222806157544e-06, + 8.984106898424216e-06, + 8.688549314683769e-06, + 8.42304689285811e-06, + 8.176880328392144e-06, + 7.947871381475125e-06, + 7.710931640758645e-06, + 7.425272087857593e-06, + 7.1080203269957565e-06, + 6.780204330425477e-06, + 6.482026947196573e-06, + 6.213394499354763e-06, + 5.969920039206045e-06, + 5.750046511820983e-06, + 5.547129603655776e-06, + 5.358007001632359e-06, + 5.168009465705836e-06, + 4.983212875231402e-06, + 4.814035492017865e-06, + 4.652980805985862e-06, + 4.496930614550365e-06, + 4.350783456175122e-06, + 4.218013145873556e-06, + 4.089798039785819e-06, + 3.975117124355165e-06, + 3.864136033371324e-06, + 3.7547185911535053e-06, + 3.65353366760246e-06, + 3.5551915971154813e-06, + 3.4661350127862534e-06, + 3.382113163752365e-06, + 3.3035689739335794e-06, + 3.2247558010567445e-06, + 3.1517779461864848e-06, + 3.0808841984253377e-06, + 3.0117673759377794e-06, + 2.944402922366862e-06, + 2.8841595849371515e-06, + 2.8259187274670694e-06, + 2.7723247058020206e-06, + 2.7236214918957558e-06, + 2.6776529011840466e-06, + 2.6342627279518638e-06, + 2.5911688226187835e-06, + 2.5493905013718177e-06, + 2.508591023797635e-06, + 2.468768570906832e-06, + 2.427991603326518e-06, + 2.3900054202385945e-06, + 2.3532854811492143e-06, + 2.316178097316879e-06, + 2.2805065782449674e-06, + 2.2465251277026255e-06, + 2.213440666309907e-06, + 2.1806024506076938e-06, + 2.150374712073244e-06, + 2.1221044335106853e-06, + 2.0939341993653215e-06, + 2.0663628674810752e-06, + 2.040247409240692e-06, + 2.014474375755526e-06, + 1.9890426301572006e-06, + 1.964193643289036e-06, + 1.940361016750103e-06, + 1.9173528471583268e-06, + 1.895286231956561e-06, + 1.8732315538727562e-06, + 1.8512940869186423e-06, + 1.8289433683094103e-06, + 1.8079570054396754e-06, + 1.787217115634121e-06, + 1.7659986042417586e-06, + 1.7448616063120426e-06, + 1.7243183947357466e-06, + 1.7045759932443616e-06, + 1.6857388800417539e-06, + 1.6670771856297506e-06, + 1.6499063804076286e-06, + 1.6339444073310005e-06, + 1.6191039549084962e-06, + 1.6048285260694684e-06, + 1.5909997728158487e-06, + 1.5766754586366005e-06, + 1.5631009091521264e-06, + 1.5493652654186008e-06, + 1.5356326912296936e-06, + 1.5216355677694082e-06, + 1.5075581814016914e-06, + 1.4934498722141143e-06, + 1.4797986978010158e-06, + 1.4662132343801204e-06, + 1.4532341765516321e-06, + 1.440692813048372e-06, + 1.4288675629359204e-06, + 1.4173755289448309e-06, + 1.4065575442145928e-06, + 1.3963028777652653e-06, + 1.3860923218089738e-06, + 1.3759599823970348e-06, + 1.365873686154373e-06, + 1.3557656757257064e-06, + 1.3460166883305646e-06, + 1.3362075605982682e-06, + 1.3266007954371162e-06, + 1.3168527175366762e-06, + 1.3074444495941862e-06, + 1.2981198551642592e-06, + 1.28868509818858e-06, + 1.2793370842700824e-06, + 1.2700269280685461e-06, + 1.2607063126779394e-06, + 1.2515611160779372e-06, + 1.2426781950125587e-06, + 1.2338799706412829e-06, + 1.225348796651815e-06, + 1.2172650940556196e-06, + 1.2094798194084433e-06, + 1.2017234212180483e-06, + 1.1941888260480482e-06, + 1.1865447504533222e-06, + 1.1787926723627606e-06, + 1.1713785852407455e-06, + 1.16378737402556e-06, + 1.1561197652554256e-06, + 1.1484911510706297e-06, + 1.1409042599552777e-06, + 1.1332480198689154e-06, + 1.125766630138969e-06, + 1.118501131713856e-06, + 1.111276446863485e-06, + 1.1040541494367062e-06, + 1.0970254606945673e-06, + 1.0900738516284036e-06, + 1.0830925702975946e-06, + 1.0762611282189027e-06, + 1.0695424634832307e-06, + 1.0628540394463926e-06, + 1.056215637618152e-06, + 1.049605998559855e-06, + 1.043274437506625e-06, + 1.0369409437771537e-06, + 1.0307383035979e-06, + 1.0246710644423729e-06, + 1.0186738563788822e-06, + 1.0125476137545775e-06, + 1.006462071018177e-06, + 1.000480551738292e-06, + 9.945038073055912e-07, + 9.884864766718238e-07, + 9.82442770691705e-07, + 9.765807362782652e-07, + 9.706611763249384e-07, + 9.648621244195965e-07, + 9.592918104317505e-07, + 9.538179028822924e-07, + 9.484563747719221e-07, + 9.431105354451574e-07, + 9.378596814713092e-07, + 9.326727195002604e-07, + 9.275385650653334e-07, + 9.226133101947198e-07, + 9.177395554615941e-07, + 9.127264775088406e-07, + 9.076969718080363e-07, + 9.026469456330233e-07, + 8.977439733826031e-07, + 8.929384875955293e-07, + 8.88303475221619e-07, + 8.836773872644699e-07, + 8.790154311100196e-07, + 8.744421506889921e-07, + 8.699824434188486e-07, + 8.657380021759309e-07, + 8.615194246885949e-07, + 8.573846344006597e-07, + 8.532677497896657e-07, + 8.491317089465156e-07, + 8.450053314845718e-07, + 8.408991902797425e-07, + 8.368648423129343e-07, + 8.328451599481923e-07, + 8.288163257930137e-07, + 8.246906304520962e-07, + 8.206478696592967e-07, + 8.166114184859907e-07, + 8.126403940877935e-07, + 8.08653169315221e-07, + 8.047367714425491e-07, + 8.008999543562823e-07, + 7.968639579303272e-07, + 7.928845207061386e-07, + 7.88880186064489e-07, + 7.849430403439328e-07, + 7.810526199136802e-07, + 7.771410537316115e-07, + 7.732903100077237e-07, + 7.695189196965657e-07, + 7.657440050934383e-07, + 7.620349720127706e-07, + 7.583715273540292e-07, + 7.548288749603671e-07, + 7.51391553421854e-07, + 7.47938713629992e-07, + 7.444716061399959e-07, + 7.410376952066144e-07, + 7.376007715720334e-07, + 7.342698040702089e-07, + 7.308612453016394e-07, + 7.275119742189418e-07, + 7.241127377710654e-07, + 7.207877956716402e-07, + 7.175746077336953e-07, + 7.144469122977171e-07, + 7.114130085028592e-07, + 7.083816058184311e-07, + 7.053697004266724e-07, + 7.023330681477091e-07, + 6.993377041908388e-07, + 6.964500016692909e-07, + 6.935765668458771e-07, + 6.908128398208646e-07, + 6.880235901007836e-07, + 6.851959710729716e-07, + 6.823115086262987e-07, + 6.794753630856576e-07, + 6.765966418242897e-07, + 6.737825515301665e-07, + 6.709831268381095e-07, + 6.68264704017929e-07, + 6.65544064304413e-07, + 6.62833656406292e-07, + 6.601047743970412e-07, + 6.573671385012858e-07, + 6.546392796735745e-07, + 6.519952648886829e-07, + 6.493798991868971e-07, + 6.467961384259979e-07, + 6.442780886573019e-07, + 6.417144504666794e-07, + 6.391857141352375e-07, + 6.366598199747386e-07, + 6.342022516037105e-07, + 6.317513907561079e-07, + 6.294032459663867e-07, + 6.271374672905949e-07, + 6.249131843105715e-07, + 6.226986215551733e-07, + 6.205232239153702e-07, + 6.183711320773e-07, + 6.162032946122054e-07, + 6.141518156255188e-07, + 6.121481419540942e-07, + 6.101354301790707e-07, + 6.080898060645268e-07, + 6.060274131414189e-07, + 6.039491609044489e-07, + 6.018450449118973e-07, + 5.997371204102819e-07, + 5.976940542495868e-07, + 5.956789550509711e-07, + 5.937098990216327e-07, + 5.917652856624045e-07, + 5.897678079236357e-07, + 5.877977855561767e-07, + 5.85808436426305e-07, + 5.838534775648441e-07, + 5.819267130391381e-07, + 5.800212079520861e-07, + 5.781238314739312e-07, + 5.762295245403948e-07, + 5.743245310441125e-07, + 5.723707658944477e-07, + 5.704130217054626e-07, + 5.68422422020376e-07, + 5.663591764459852e-07, + 5.643264557875227e-07, + 5.622792400572507e-07, + 5.602517489933234e-07, + 5.582767244050046e-07, + 5.5629550388403e-07, + 5.543204792957113e-07, + 5.523466484191886e-07, + 5.504082309926162e-07, + 5.484881171469169e-07, + 5.465832941808912e-07, + 5.446447062240622e-07, + 5.427256155599025e-07, + 5.408263632489252e-07, + 5.389297825786343e-07, + 5.370575877350348e-07, + 5.352139282877033e-07, + 5.333196213541669e-07, + 5.314564077707473e-07, + 5.296160452417098e-07, + 5.277470336295664e-07, + 5.258731903268199e-07, + 5.239936058387684e-07, + 5.221468200033996e-07, + 5.203831960898242e-07, + 5.187069973544567e-07, + 5.170419967726048e-07, + 5.153810889169108e-07, + 5.137541734256956e-07, + 5.121268031871296e-07, + 5.104819820189732e-07, + 5.088559760224598e-07, + 5.072241151538037e-07, + 5.056334089204029e-07, + 5.041158601670759e-07, + 5.02597458762466e-07, + 5.010488166590221e-07, + 4.995083600078942e-07, + 4.979668801752268e-07, + 4.964437039234326e-07, + 4.949395133735379e-07, + 4.934634603159793e-07, + 4.919621687804465e-07, + 4.905065793536778e-07, + 4.88994658098818e-07, + 4.874808610111359e-07, + 4.859981004301517e-07, + 4.844948762183776e-07, + 4.83011888263718e-07, + 4.81544589092664e-07, + 4.800828037332394e-07, + 4.786257363775803e-07, + 4.771415547111246e-07, + 4.7560590132889047e-07, + 4.740651888823777e-07, + 4.725531255189708e-07, + 4.710801135843212e-07, + 4.696803159731644e-07, + 4.683487020429311e-07, + 4.6698625055796583e-07, + 4.6565088496208773e-07, + 4.6433871148110484e-07, + 4.6300587541736604e-07, + 4.616732951490121e-07, + 4.6037106926632987e-07, + 4.5911318125035905e-07, + 4.5794104153173976e-07, + 4.5677919047193427e-07, + 4.555965062991163e-07, + 4.543850877780642e-07, + 4.531803199370188e-07, + 4.519614549280959e-07, + 4.5070905230204517e-07, + 4.4947228161618114e-07, + 4.482644726522267e-07, + 4.470006444989849e-07, + 4.457042450667359e-07, + 4.444126489033806e-07, + 4.430732474247634e-07, + 4.416994840994448e-07, + 4.403652269502345e-07, + 4.390165031509241e-07, + 4.377045854653261e-07, + 4.3641369984470657e-07, + 4.351400662017113e-07, + 4.3390147652644373e-07, + 4.3263764837320196e-07, + 4.313424994961679e-07, + 4.300528644307633e-07, + 4.2883186779363314e-07, + 4.276563174698822e-07, + 4.2651780063351907e-07, + 4.254310113083193e-07, + 4.2431977931300935e-07, + 4.2319288695580326e-07, + 4.220395908305363e-07, + 4.208746133826935e-07, + 4.197140412998124e-07, + 4.185463922112831e-07, + 4.173453760358825e-07, + 4.161433935223613e-07, + 4.149985386447952e-07, + 4.138847202739271e-07, + 4.1270928363701387e-07, + 4.11541265066262e-07, + 4.1037807818611327e-07, + 4.092107133146783e-07, + 4.080801829786651e-07, + 4.0696761516301194e-07, + 4.0591598349237756e-07, + 4.048687571867049e-07, + 4.0384193766840326e-07, + 4.028140665468527e-07, + 4.018381218884315e-07, + 4.009016549844091e-07, + 3.9997269141167635e-07, + 3.9903565607346536e-07, + 3.981473355452181e-07, + 3.9722681322018616e-07, + 3.963123162975535e-07, + 3.953869907036278e-07, + 3.944569186842273e-07, + 3.9352389080704597e-07, + 3.925967746454262e-07, + 3.916894684152794e-07, + 3.907567247551924e-07, + 3.8984458683444245e-07, + 3.8892977727300604e-07, + 3.8798350487923017e-07, + 3.870246132464672e-07, + 3.8605921304224466e-07, + 3.8510253830281727e-07, + 3.8418781400650914e-07, + 3.8326359685925127e-07, + 3.8239718946897483e-07, + 3.8151850390022446e-07, + 3.8062165685914806e-07, + 3.797523504545097e-07, + 3.7887610915277037e-07, + 3.7799316032760544e-07, + 3.7709716593781195e-07, + 3.7619795989485283e-07, + 3.753092414626735e-07, + 3.7445249745360343e-07, + 3.736160181233572e-07, + 3.727558066657366e-07, + 3.718823506915214e-07, + 3.7105112937751983e-07, + 3.702220965351444e-07, + 3.6941554526492837e-07, + 3.6858139651485544e-07, + 3.677340600916068e-07, + 3.668673969059455e-07, + 3.659988863091712e-07, + 3.651327062925702e-07, + 3.6426243354981125e-07, + 3.634287395470892e-07, + 3.625966655818047e-07, + 3.6175316608932917e-07, + 3.6090835919821984e-07, + 3.6007077142130584e-07, + 3.5925094721278583e-07, + 3.5838570511259604e-07, + 3.5749025073528173e-07, + 3.565938300198468e-07, + 3.556876606580772e-07, + 3.5477717119647423e-07, + 3.538782209489e-07, + 3.529872856233851e-07, + 3.5210507576266536e-07, + 3.5120035590807674e-07, + 3.503031678064872e-07, + 3.493981068913854e-07, + 3.485229740363138e-07, + 3.476364724974701e-07, + 3.4673638538151863e-07, + 3.458252137988893e-07, + 3.448831193963997e-07, + 3.439536442328972e-07, + 3.4304298424103763e-07, + 3.4214335187243705e-07, + 3.412623357235134e-07, + 3.403893344966491e-07, + 3.395237229142367e-07, + 3.3863511816889513e-07, + 3.377759014711046e-07, + 3.369398484664998e-07, + 3.3608526450734644e-07, + 3.352529631683865e-07, + 3.344013919104327e-07, + 3.3354345418956655e-07, + 3.326946114157181e-07, + 3.318639301141957e-07, + 3.310404110834497e-07, + 3.3023044920810207e-07, + 3.2941198924163473e-07, + 3.2861186127775e-07, + 3.2781977665763407e-07, + 3.2704133445804473e-07, + 3.262606753651198e-07, + 3.255017020364903e-07, + 3.2475307421009347e-07, + 3.240011210436933e-07, + 3.232694041344075e-07, + 3.2255860560326255e-07, + 3.2186403586820234e-07, + 3.2115022463585774e-07, + 3.2046369824456633e-07, + 3.1978490255824e-07, + 3.1910238362797827e-07, + 3.1843313763602055e-07, + 3.177753455929633e-07, + 3.171314801875269e-07, + 3.1648772846892825e-07, + 3.1583073223373503e-07, + 3.1514710485680553e-07, + 3.144957929634984e-07, + 3.138580950690084e-07, + 3.1323611437983345e-07, + 3.12608420927063e-07, + 3.11977260025742e-07, + 3.1133882316680683e-07, + 3.1071272132976446e-07, + 3.100916785570007e-07, + 3.094835960837372e-07, + 3.088817663865484e-07, + 3.083101489664841e-07, + 3.0774080528317427e-07, + 3.072009917559626e-07, + 3.0664639893984713e-07, + 3.0612170576205244e-07, + 3.0560562436221517e-07, + 3.0511324666804285e-07, + 3.046112055926642e-07, + 3.041158436190017e-07, + 3.0362315328602563e-07, + 3.0313540833049046e-07, + 3.0264826023085334e-07, + 3.021675354375475e-07, + 3.0169579190442164e-07, + 3.012212630437716e-07, + 3.0075045742705697e-07, + 3.002893436132581e-07, + 2.998232560003089e-07, + 2.9935270617897913e-07, + 2.988887217725278e-07, + 2.984171203479491e-07, + 2.9794369993396685e-07, + 2.97458484510571e-07, + 2.9697224590563565e-07, + 2.964873999644624e-07, + 2.9598788842122303e-07, + 2.9548263569267874e-07, + 2.949676343177998e-07, + 2.9445735094668635e-07, + 2.939420369330037e-07, + 2.9343794949454605e-07, + 2.9293138936736796e-07, + 2.9242593768685765e-07, + 2.918984876032482e-07, + 2.913810703830677e-07, + 2.908646763444267e-07, + 2.903464348946727e-07, + 2.8982128696952714e-07, + 2.89305546630203e-07, + 2.888116625854309e-07, + 2.883134868625348e-07, + 2.878261113892222e-07, + 2.873519520107948e-07, + 2.868784747533937e-07, + 2.8638794447033433e-07, + 2.8588951295205334e-07, + 2.853799117019662e-07, + 2.848706230906828e-07, + 2.843638924332481e-07, + 2.838611408151337e-07, + 2.8335855972727586e-07, + 2.8286069664318347e-07, + 2.8236587468200014e-07, + 2.8187790235278953e-07, + 2.813993660311098e-07, + 2.8091884018977e-07, + 2.804365806241549e-07, + 2.7996139806418796e-07, + 2.7948686920353794e-07, + 2.78998413705267e-07, + 2.785125161608448e-07, + 2.7804989599644614e-07, + 2.776012308913778e-07, + 2.771548679447733e-07, + 2.7672481905938184e-07, + 2.762912174603116e-07, + 2.7585537054619635e-07, + 2.7541739200387383e-07, + 2.7498384724822245e-07, + 2.745465224052168e-07, + 2.7411235237195797e-07, + 2.7367073585082835e-07, + 2.732313362230343e-07, + 2.7277846470497025e-07, + 2.7233105015511683e-07, + 2.7188292506252765e-07, + 2.7142419867232093e-07, + 2.709698776470759e-07, + 2.705170345507213e-07, + 2.7007587277694256e-07, + 2.6963564891957503e-07, + 2.6919360607280396e-07, + 2.6874823788602953e-07, + 2.683063371478056e-07, + 2.6788757168105803e-07, + 2.674721315543138e-07, + 2.670584535735543e-07, + 2.66639375468003e-07, + 2.6622782911545073e-07, + 2.658103142039181e-07, + 2.653931119311892e-07, + 2.649705947987968e-07, + 2.6455958845872374e-07, + 2.6414699050292256e-07, + 2.6373399464318936e-07, + 2.6332909897064383e-07, + 2.629309392432333e-07, + 2.6252791940351017e-07, + 2.621029864258162e-07, + 2.616910421693319e-07, + 2.612752041386557e-07, + 2.6085544391207804e-07, + 2.60440742749779e-07, + 2.600389450435614e-07, + 2.596366073248646e-07, + 2.5922196300598443e-07, + 2.5881084297907364e-07, + 2.583992113613931e-07, + 2.57979024809174e-07, + 2.5755505816960067e-07, + 2.571390211869584e-07, + 2.567364845162956e-07, + 2.563292014201579e-07, + 2.559271479185554e-07, + 2.5552699867148476e-07, + 2.551195450450905e-07, + 2.547207884617819e-07, + 2.543299046919856e-07, + 2.539241279464477e-07, + 2.5352687771373894e-07, + 2.5314108142993064e-07, + 2.5274678705500264e-07, + 2.523518105590483e-07, + 2.519559814118111e-07, + 2.5156509764201473e-07, + 2.5117202540059225e-07, + 2.507881333713158e-07, + 2.5040762352546153e-07, + 2.5002941583807115e-07, + 2.496510660421336e-07, + 2.492712383173057e-07, + 2.4889578753573005e-07, + 2.4852971591826645e-07, + 2.48168078087474e-07, + 2.478111014170281e-07, + 2.474582174727402e-07, + 2.4710826096452365e-07, + 2.4674685050740663e-07, + 2.463842179167841e-07, + 2.460232053635991e-07, + 2.4567268042119395e-07, + 2.45336963189402e-07, + 2.450141494136915e-07, + 2.446969631364482e-07, + 2.4438173795715556e-07, + 2.440629316424747e-07, + 2.437427326640318e-07, + 2.434250916394376e-07, + 2.4310008939210093e-07, + 2.42773353420489e-07, + 2.4244286578323226e-07, + 2.4211564664256e-07, + 2.417868643078691e-07, + 2.4145862198565737e-07, + 2.411308344107965e-07, + 2.408107491191913e-07, + 2.4048966906775604e-07, + 2.4016205202315177e-07, + 2.3983017172213295e-07, + 2.3949158389768854e-07, + 2.3914563485050166e-07, + 2.388054838320386e-07, + 2.3845862529014994e-07, + 2.3811323046629695e-07, + 2.377632881689351e-07, + 2.374214176370515e-07, + 2.3707997343080933e-07, + 2.3674208193824597e-07, + 2.364084821238066e-07, + 2.3607283594628825e-07, + 2.3572978591346327e-07, + 2.3538251525678788e-07, + 2.3503943680225348e-07, + 2.346900345173708e-07, + 2.3433831586316956e-07, + 2.3399019255521125e-07, + 2.3364056289665314e-07, + 2.3330078136041266e-07, + 2.329703647774295e-07, + 2.3263221748948126e-07, + 2.3228986378853733e-07, + 2.3195137544007594e-07, + 2.3161980777786084e-07, + 2.3129283022171876e-07, + 2.3097253176729282e-07, + 2.3064424681251694e-07, + 2.3031958562569343e-07, + 2.300097605711926e-07, + 2.2970448299020063e-07, + 2.2939967436741426e-07, + 2.2910226959993452e-07, + 2.2880483641074534e-07, + 2.2851310177429696e-07, + 2.2822302980785025e-07, + 2.2793351206473744e-07, + 2.2764821494547505e-07, + 2.2736078619800537e-07, + 2.2708677249738685e-07, + 2.2682380063088203e-07, + 2.2656290354916564e-07, + 2.2630889873198612e-07, + 2.2606081984122284e-07, + 2.258159668144799e-07, + 2.2556876899670897e-07, + 2.2531767740474606e-07, + 2.2507971664254e-07, + 2.2484391593025066e-07, + 2.246063246502672e-07, + 2.2437582458678662e-07, + 2.2414562295125506e-07, + 2.2392175935692649e-07, + 2.23692751433191e-07, + 2.2345972183757112e-07, + 2.2322838333366235e-07, + 2.2298478086213436e-07, + 2.2273900412983494e-07, + 2.224975190756595e-07, + 2.2224566009754199e-07, + 2.2198548776941607e-07, + 2.2172567071265803e-07, + 2.2147087008761446e-07, + 2.212210290508665e-07, + 2.2097071905591292e-07, + 2.207161458045448e-07, + 2.2046063463676546e-07, + 2.201993964945359e-07, + 2.1993682253196312e-07, + 2.196737511894753e-07, + 2.1940833505595947e-07, + 2.1915433023877995e-07, + 2.1890257073664543e-07, + 2.1866382837743004e-07, + 2.184293492746292e-07, + 2.1819556650370941e-07, + 2.1796270743834611e-07, + 2.1773472269615013e-07, + 2.1751067436071025e-07, + 2.172854181026196e-07, + 2.170607018570081e-07, + 2.1683145234874246e-07, + 2.1659752746927552e-07, + 2.1636125779878057e-07, + 2.1612669343085145e-07, + 2.1589367804608628e-07, + 2.1566337693457172e-07, + 2.1543242212374025e-07, + 2.1520702375710243e-07, + 2.1497905322576116e-07, + 2.1474346567629254e-07, + 2.145079491810975e-07, + 2.142705994856442e-07, + 2.1402955496796494e-07, + 2.1379082681960426e-07, + 2.135558645477431e-07, + 2.1331848643058038e-07, + 2.1308258624230803e-07, + 2.128450375948887e-07, + 2.1260835580960702e-07, + 2.1237514147287584e-07, + 2.1214519563272916e-07, + 2.119192856753216e-07, + 2.1169832109535491e-07, + 2.1147802442555985e-07, + 2.112582961899534e-07, + 2.1103201675032324e-07, + 2.1080573731069308e-07, + 2.1057959997961007e-07, + 2.1035204156305554e-07, + 2.1012749584770063e-07, + 2.0989624260892015e-07, + 2.0966223246432492e-07, + 2.094291602361409e-07, + 2.0920197130180895e-07, + 2.0897348917969794e-07, + 2.087395785110857e-07, + 2.0851187798598403e-07, + 2.0827967261993763e-07, + 2.0804596090329142e-07, + 2.0780846909929096e-07, + 2.0757450158725987e-07, + 2.0733514816129173e-07, + 2.0710099590814934e-07, + 2.0686904633748782e-07, + 2.066411184387107e-07, + 2.0641311948566e-07, + 2.0618402629679622e-07, + 2.0595318517280248e-07, + 2.057255699128291e-07, + 2.054961782960163e-07, + 2.052659482387753e-07, + 2.050269216624656e-07, + 2.047874119170956e-07, + 2.0455244964523445e-07, + 2.0432044323115406e-07, + 2.0409068213211867e-07, + 2.0386043786402297e-07, + 2.0363313524285331e-07, + 2.0340985429356806e-07, + 2.0318614701864135e-07, + 2.029635339795277e-07, + 2.0273900247502752e-07, + 2.0251991372788325e-07, + 2.0230287134381797e-07, + 2.020847063022302e-07, + 2.018622353716637e-07, + 2.016362969925467e-07, + 2.0141168022291822e-07, + 2.011904882692761e-07, + 2.0097327535495424e-07, + 2.0075754036952276e-07, + 2.0054021376836317e-07, + 2.0032287295634887e-07, + 2.0010701007322496e-07, + 1.9988702604223363e-07, + 1.996721721297945e-07, + 1.9945719031966291e-07, + 1.9924007688132406e-07, + 1.9902130077298352e-07, + 1.9880380364156736e-07, + 1.985859512387833e-07, + 1.9836903675241047e-07, + 1.981515396209943e-07, + 1.979386041739417e-07, + 1.9772579662458156e-07, + 1.975141827870175e-07, + 1.9730653377791896e-07, + 1.971011869272843e-07, + 1.969002170199019e-07, + 1.9669673179123492e-07, + 1.9649505134111678e-07, + 1.9629626990536053e-07, + 1.960977868975533e-07, + 1.958975417437614e-07, + 1.9569580445022439e-07, + 1.9549570140497963e-07, + 1.9529771577708743e-07, + 1.9510123649979505e-07, + 1.9490593672344403e-07, + 1.9470667211862747e-07, + 1.9450941124432575e-07, + 1.9430960662703e-07, + 1.9410934726238338e-07, + 1.9390694205867476e-07, + 1.9370892800907313e-07, + 1.9350643754023622e-07, + 1.9330045120113937e-07, + 1.930965964902498e-07, + 1.9289565500457684e-07, + 1.926980957023261e-07, + 1.924974810663116e-07, + 1.9229578640533873e-07, + 1.9209518598017894e-07, + 1.9189533873031905e-07, + 1.9169658571627224e-07, + 1.9149427998854662e-07, + 1.9129173267629085e-07, + 1.910891995748898e-07, + 1.9089110026015987e-07, + 1.9069311463226768e-07, + 1.904957969145471e-07, + 1.9029835129913408e-07, + 1.9010407470432256e-07, + 1.8990905914506584e-07, + 1.897140151640997e-07, + 1.8952165703467472e-07, + 1.8933086209926842e-07, + 1.8913736710146622e-07, + 1.8894166942118318e-07, + 1.8874708018756792e-07, + 1.8855301675557712e-07, + 1.8835964965546736e-07, + 1.8816423619227862e-07, + 1.8797241807533283e-07, + 1.8777865307129105e-07, + 1.8758807129870547e-07, + 1.8739922325039515e-07, + 1.8720531613780622e-07, + 1.8701007320487406e-07, + 1.8681635083339643e-07, + 1.8662333900465455e-07, + 1.8643291355147085e-07, + 1.8624218967033812e-07, + 1.8605280160954862e-07, + 1.858630156448271e-07, + 1.856698901292475e-07, + 1.8547765989751497e-07, + 1.8528453438193537e-07, + 1.850934836511442e-07, + 1.84899988653342e-07, + 1.847073178851133e-07, + 1.8451329708568665e-07, + 1.84321422125322e-07, + 1.8412760027786135e-07, + 1.8393753009604552e-07, + 1.8374421983935463e-07, + 1.8355379438617092e-07, + 1.8336220364290057e-07, + 1.8317108185783582e-07, + 1.8298051429610496e-07, + 1.8278954883044207e-07, + 1.825997060223017e-07, + 1.8241010479869146e-07, + 1.8222164044345845e-07, + 1.8203498086677428e-07, + 1.8185089345479355e-07, + 1.816658539155469e-07, + 1.81481226491087e-07, + 1.8129742329620058e-07, + 1.811140322161009e-07, + 1.8093153641984827e-07, + 1.807533038800102e-07, + 1.8057683348615683e-07, + 1.8040337579350307e-07, + 1.802282270091382e-07, + 1.8005511037699762e-07, + 1.798848785483642e-07, + 1.7971794363802474e-07, + 1.795511366253777e-07, + 1.793856796439286e-07, + 1.792199384453852e-07, + 1.7905375671034562e-07, + 1.788877170838532e-07, + 1.7871919055778562e-07, + 1.7855084877282934e-07, + 1.783802190402639e-07, + 1.7820832454162883e-07, + 1.7804046592573286e-07, + 1.7787085937470692e-07, + 1.7770250337889593e-07, + 1.7753482950411126e-07, + 1.7736526558564947e-07, + 1.7720032019497012e-07, + 1.7703544585856434e-07, + 1.7686993203369639e-07, + 1.7670048180207232e-07, + 1.765299515454899e-07, + 1.7635414906180813e-07, + 1.7617801972846792e-07, + 1.760006824724769e-07, + 1.758245531391367e-07, + 1.7564941856562655e-07, + 1.7547021968766785e-07, + 1.752941614086012e-07, + 1.7511899841338163e-07, + 1.7494318171884515e-07, + 1.74770391936363e-07, + 1.7459760215388087e-07, + 1.7442465605199686e-07, + 1.7425199416720716e-07, + 1.7408278552011325e-07, + 1.739159785074662e-07, + 1.737476083008005e-07, + 1.735786838708009e-07, + 1.7341157843020483e-07, + 1.7324677514807263e-07, + 1.730828813606422e-07, + 1.7292074971919646e-07, + 1.727581206978357e-07, + 1.7259746698528033e-07, + 1.7243718275494757e-07, + 1.7227442583589436e-07, + 1.721167706136839e-07, + 1.7195992541019223e-07, + 1.7180353495405143e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.005381354130804539, + 0.004236798267811537, + 0.003702579066157341, + 0.0032699638977646828, + 0.002838553162291646, + 0.0025320991408079863, + 0.0023391766007989645, + 0.002155760070309043, + 0.0019930601119995117, + 0.0018576461588963866, + 0.0017402697121724486, + 0.0016082839574664831, + 0.0014935254584997892, + 0.0014061885885894299, + 0.0013328032800927758, + 0.0012696379562839866, + 0.0012093051336705685, + 0.0011527567403391004, + 0.0011083845747634768, + 0.0010652022901922464, + 0.0010203850688412786, + 0.0009804508881643414, + 0.0009421076974831522, + 0.000905974768102169, + 0.0008748808759264648, + 0.0008451970061287284, + 0.0008155368850566447, + 0.0007863894570618868, + 0.0007607424049638212, + 0.0007389218080788851, + 0.0007209921022877097, + 0.0007060790667310357, + 0.0006910656811669469, + 0.0006721867830492556, + 0.0006510305684059858, + 0.0006303125410340726, + 0.0006091010291129351, + 0.000588631781283766, + 0.0005702534690499306, + 0.0005532224313355982, + 0.0005373866879381239, + 0.0005210409290157259, + 0.0005013421177864075, + 0.00047947384882718325, + 0.00045688700629398227, + 0.00043635134352371097, + 0.00041785879875533283, + 0.0004011058481410146, + 0.0003859839926008135, + 0.0003720350796356797, + 0.0003590660635381937, + 0.0003460422740317881, + 0.0003333801287226379, + 0.0003217930207028985, + 0.0003107669181190431, + 0.00030008808244019747, + 0.0002900913532357663, + 0.00028101372299715877, + 0.00027226985548622906, + 0.00026445186813361943, + 0.00025688897585496306, + 0.00024943548487499356, + 0.0002425454877084121, + 0.00023585170856676996, + 0.0002297923929290846, + 0.00022407795768231153, + 0.00021873826335649937, + 0.00021339426166377962, + 0.0002084475418087095, + 0.00020364370720926672, + 0.00019896187586709857, + 0.00019440031610429287, + 0.0001903223746921867, + 0.00018638138135429472, + 0.0001827561209211126, + 0.00017947019659914076, + 0.0001763696491252631, + 0.00017344382649753243, + 0.0001705387985566631, + 0.00016772323579061776, + 0.00016497443721164018, + 0.00016229224274866283, + 0.00015954655827954412, + 0.00015698953939136118, + 0.00015452380466740578, + 0.00015203260409180075, + 0.00014963833382353187, + 0.00014735804870724678, + 0.0001451384596293792, + 0.0001429358817404136, + 0.0001409089018125087, + 0.00013901364582125098, + 0.00013712947838939726, + 0.0001352857070742175, + 0.0001335395936621353, + 0.00013181670510675758, + 0.00013011693954467773, + 0.0001284564204979688, + 0.00012686412082985044, + 0.000125327191199176, + 0.00012385343143250793, + 0.00012238371709827334, + 0.00012092201359337196, + 0.0001194329815916717, + 0.00011803505185525864, + 0.00011665371857816353, + 0.00011524071305757388, + 0.00011383335368009284, + 0.00011246572830714285, + 0.00011115418601548299, + 0.00010990288865286857, + 0.00010866337834158912, + 0.00010752302478067577, + 0.00010646305599948391, + 0.00010547768761171028, + 0.00010452992864884436, + 0.00010361192835262045, + 0.00010266115714330226, + 0.00010176192154176533, + 0.00010085207759402692, + 9.994249558076262e-05, + 9.901546582113951e-05, + 9.808319737203419e-05, + 9.714897169033065e-05, + 9.624507947592065e-05, + 9.534561831969768e-05, + 9.448638593312353e-05, + 9.365766163682565e-05, + 9.287628927268088e-05, + 9.211698488797992e-05, + 9.140225301962346e-05, + 9.072478133020923e-05, + 9.005025640362874e-05, + 8.93809410627e-05, + 8.871471072779968e-05, + 8.804821118246764e-05, + 8.740539487916976e-05, + 8.675864228280261e-05, + 8.612524106865749e-05, + 8.548255573259667e-05, + 8.486229489790276e-05, + 8.424758561886847e-05, + 8.362562221009284e-05, + 8.300941408379003e-05, + 8.239669841714203e-05, + 8.17832988104783e-05, + 8.118144614854828e-05, + 8.059688116190955e-05, + 8.00178968347609e-05, + 7.945649849716574e-05, + 7.892455323599279e-05, + 7.841226761229336e-05, + 7.790267409291118e-05, + 7.740763976471499e-05, + 7.690541679039598e-05, + 7.639609975740314e-05, + 7.590898894704878e-05, + 7.541025843238458e-05, + 7.490650750696659e-05, + 7.440533227054402e-05, + 7.3906900070142e-05, + 7.340464071603492e-05, + 7.291384099517018e-05, + 7.243720756378025e-05, + 7.196325896074995e-05, + 7.148944860091433e-05, + 7.102834933903068e-05, + 7.05723068676889e-05, + 7.011432171566412e-05, + 6.96667775628157e-05, + 6.922661123098806e-05, + 6.878842395963147e-05, + 6.835351086920127e-05, + 6.792048225179315e-05, + 6.750566535629332e-05, + 6.709071021759883e-05, + 6.668434070888907e-05, + 6.628682604059577e-05, + 6.589443364646286e-05, + 6.549357931362465e-05, + 6.5095373429358e-05, + 6.470397784141824e-05, + 6.431288056774065e-05, + 6.391912756953388e-05, + 6.352363561745733e-05, + 6.314003985607997e-05, + 6.27531626378186e-05, + 6.237415072973818e-05, + 6.201007636263967e-05, + 6.165228842291981e-05, + 6.130184920039028e-05, + 6.095242133596912e-05, + 6.060919622541405e-05, + 6.02701329626143e-05, + 5.993452214170247e-05, + 5.961295755696483e-05, + 5.929474355070852e-05, + 5.8967423683498055e-05, + 5.863901969860308e-05, + 5.830926602357067e-05, + 5.7989105698652565e-05, + 5.767530819866806e-05, + 5.737262836191803e-05, + 5.707089076167904e-05, + 5.676679575117305e-05, + 5.6468485126970336e-05, + 5.617756687570363e-05, + 5.590068394667469e-05, + 5.562547448789701e-05, + 5.5355721997329965e-05, + 5.508713365998119e-05, + 5.481729021994397e-05, + 5.454838174046017e-05, + 5.428077565738931e-05, + 5.401784073910676e-05, + 5.375584805733524e-05, + 5.349325147108175e-05, + 5.322433207766153e-05, + 5.2960811444791034e-05, + 5.269769098958932e-05, + 5.2439121645875275e-05, + 5.217948273639195e-05, + 5.192444223212078e-05, + 5.16745749337133e-05, + 5.141172732692212e-05, + 5.1152546802768484e-05, + 5.089174010208808e-05, + 5.0635298975976184e-05, + 5.038189556216821e-05, + 5.012737892684527e-05, + 4.987680949852802e-05, + 4.9631387810222805e-05, + 4.938572965329513e-05, + 4.9144349759444594e-05, + 4.890592390438542e-05, + 4.8675348807591945e-05, + 4.8451624024892226e-05, + 4.822712071472779e-05, + 4.800167880603112e-05, + 4.7778379666851833e-05, + 4.755487680085935e-05, + 4.7338249714812264e-05, + 4.711657311418094e-05, + 4.6898745495127514e-05, + 4.6677658247062936e-05, + 4.646138768293895e-05, + 4.6252589527284727e-05, + 4.6049346565268934e-05, + 4.585218266583979e-05, + 4.5655175199499354e-05, + 4.545942647382617e-05, + 4.526206248556264e-05, + 4.506737241172232e-05, + 4.4879663619212806e-05, + 4.4692882511299103e-05, + 4.4513402826851234e-05, + 4.4332256948109716e-05, + 4.414860813994892e-05, + 4.396125950734131e-05, + 4.37770395365078e-05, + 4.359005106380209e-05, + 4.340724990470335e-05, + 4.322539098211564e-05, + 4.3048959923908114e-05, + 4.287237607059069e-05, + 4.269644705345854e-05, + 4.251931022736244e-05, + 4.234159496263601e-05, + 4.21645054302644e-05, + 4.199285103823058e-05, + 4.1823052015388384e-05, + 4.165529026067816e-05, + 4.1491948650218546e-05, + 4.1325642087031156e-05, + 4.116159107070416e-05, + 4.099771467735991e-05, + 4.083825842826627e-05, + 4.067923509865068e-05, + 4.052686563227326e-05, + 4.0379836718784645e-05, + 4.023563087685034e-05, + 4.009203621535562e-05, + 3.995098450104706e-05, + 3.9811427996028215e-05, + 3.967084921896458e-05, + 3.953780833398923e-05, + 3.940785973099992e-05, + 3.927732177544385e-05, + 3.914464468834922e-05, + 3.901098534697667e-05, + 3.887629645760171e-05, + 3.873992318403907e-05, + 3.860329888993874e-05, + 3.847086918540299e-05, + 3.8340243918355554e-05, + 3.821259815595113e-05, + 3.808652763837017e-05, + 3.795713928411715e-05, + 3.7829526263521984e-05, + 3.770065086428076e-05, + 3.757399463211186e-05, + 3.7449164665304124e-05, + 3.7325698940549046e-05, + 3.720275344676338e-05, + 3.70800044038333e-05, + 3.695655686897226e-05, + 3.683004979393445e-05, + 3.6703277146443725e-05, + 3.6574372643372044e-05, + 3.644075331976637e-05, + 3.630910941865295e-05, + 3.617651600507088e-05, + 3.604519588407129e-05, + 3.59172627213411e-05, + 3.578903488232754e-05, + 3.566119630704634e-05, + 3.553343049134128e-05, + 3.540795296430588e-05, + 3.528365050442517e-05, + 3.516033029882237e-05, + 3.50348163919989e-05, + 3.491055758786388e-05, + 3.478757935226895e-05, + 3.466486668912694e-05, + 3.454372563282959e-05, + 3.442442539380863e-05, + 3.430184369790368e-05, + 3.418126652832143e-05, + 3.406215910217725e-05, + 3.394119266886264e-05, + 3.381990609341301e-05, + 3.3698339393595234e-05, + 3.3578889997443184e-05, + 3.346481389598921e-05, + 3.335638393764384e-05, + 3.3248674299102277e-05, + 3.3141222957056016e-05, + 3.303596531623043e-05, + 3.2930671295616776e-05, + 3.2824245863594115e-05, + 3.271911555202678e-05, + 3.261359961470589e-05, + 3.251073940191418e-05, + 3.241260856157169e-05, + 3.231441223761067e-05, + 3.221425140509382e-05, + 3.2114621717482805e-05, + 3.201491927029565e-05, + 3.1916468287818134e-05, + 3.181924330419861e-05, + 3.1723830034025013e-05, + 3.162677603540942e-05, + 3.1532676075585186e-05, + 3.1434930860996246e-05, + 3.133705467917025e-05, + 3.124118302366696e-05, + 3.114397986792028e-05, + 3.1048155506141484e-05, + 3.095333886449225e-05, + 3.085887510678731e-05, + 3.076470602536574e-05, + 3.066878343815915e-05, + 3.056952846236527e-05, + 3.0469940611510538e-05, + 3.037220267287921e-05, + 3.027705315616913e-05, + 3.0186629373929463e-05, + 3.0100605727056973e-05, + 3.001258119184058e-05, + 2.992630106746219e-05, + 2.984151797136292e-05, + 2.9755394280073233e-05, + 2.966928150271997e-05, + 2.9585127776954323e-05, + 2.9503891710191965e-05, + 2.9428190828184597e-05, + 2.9353150239330716e-05, + 2.9276761779328808e-05, + 2.919851067417767e-05, + 2.912068521254696e-05, + 2.904194661823567e-05, + 2.8961034331587143e-05, + 2.888112976506818e-05, + 2.8803147870348766e-05, + 2.872154254873749e-05, + 2.8637830837396905e-05, + 2.855442653526552e-05, + 2.846793177013751e-05, + 2.837920874299016e-05, + 2.8293035938986577e-05, + 2.8205922717461362e-05, + 2.8121245122747496e-05, + 2.803791721817106e-05, + 2.7955698897130787e-05, + 2.7875741579919122e-05, + 2.7794147172244266e-05, + 2.7710524591384456e-05, + 2.7627256713458337e-05, + 2.7548414436751045e-05, + 2.747250437096227e-05, + 2.7399031750974245e-05, + 2.7328895157552324e-05, + 2.7257176043349318e-05, + 2.7184441933059134e-05, + 2.7110003429697827e-05, + 2.7034802769776434e-05, + 2.6959882234223187e-05, + 2.6884501494350843e-05, + 2.6807018002728e-05, + 2.6729467208497226e-05, + 2.665559804881923e-05, + 2.658372432051692e-05, + 2.6507874281378463e-05, + 2.643249899847433e-05, + 2.6357431124779396e-05, + 2.6282086764695123e-05, + 2.620911800477188e-05, + 2.6137351596844383e-05, + 2.6069514206028543e-05, + 2.6001958758570254e-05, + 2.593571480247192e-05, + 2.5869396267808042e-05, + 2.5806428311625496e-05, + 2.5746003302629106e-05, + 2.5686058506835252e-05, + 2.562563167884946e-05, + 2.556834078859538e-05, + 2.5508970793453045e-05, + 2.5449986424064264e-05, + 2.5390299924765714e-05, + 2.5330306016257964e-05, + 2.5270117475884035e-05, + 2.5210309104295447e-05, + 2.5151774025289342e-05, + 2.509163459762931e-05, + 2.5032817575265653e-05, + 2.4973825929919258e-05, + 2.491280611138791e-05, + 2.485096592863556e-05, + 2.4788701921352185e-05, + 2.47269963438157e-05, + 2.466799742251169e-05, + 2.4608420062577352e-05, + 2.4552566173952073e-05, + 2.4495917386957444e-05, + 2.443809535179753e-05, + 2.4382045012316667e-05, + 2.432554174447432e-05, + 2.4268607376143336e-05, + 2.4210827177739702e-05, + 2.4152835976565257e-05, + 2.4095554181258194e-05, + 2.4040331481955945e-05, + 2.3986414817045443e-05, + 2.3930961106088944e-05, + 2.3874654289102182e-05, + 2.382106686127372e-05, + 2.3767615857650526e-05, + 2.371561095060315e-05, + 2.366185981372837e-05, + 2.3607255570823327e-05, + 2.355140350118745e-05, + 2.3495427740272135e-05, + 2.3439599317498505e-05, + 2.3383505322271958e-05, + 2.3329766918323003e-05, + 2.3276130377780646e-05, + 2.3221753508551046e-05, + 2.316732206963934e-05, + 2.311335083504673e-05, + 2.3060525563778356e-05, + 2.3004769900580868e-05, + 2.2947062461753376e-05, + 2.288929135829676e-05, + 2.283088724652771e-05, + 2.277220119140111e-05, + 2.2714293663739227e-05, + 2.2656899091089144e-05, + 2.2600061129196547e-05, + 2.2541769794770516e-05, + 2.2483964130515233e-05, + 2.2425647330237553e-05, + 2.2369255020748824e-05, + 2.231212602055166e-05, + 2.2254120267461985e-05, + 2.219543603132479e-05, + 2.2134750906843692e-05, + 2.2074875232647173e-05, + 2.201621282438282e-05, + 2.1958254365017638e-05, + 2.1901496438658796e-05, + 2.184524964832235e-05, + 2.1789477614220232e-05, + 2.1732255845563486e-05, + 2.1676918549928814e-05, + 2.1623074644594453e-05, + 2.1568030206253752e-05, + 2.151442095055245e-05, + 2.145956750609912e-05, + 2.1404299332061782e-05, + 2.1349616872612387e-05, + 2.129609856638126e-05, + 2.1243071387289092e-05, + 2.119091550412122e-05, + 2.113821028615348e-05, + 2.1086681954329833e-05, + 2.103566839650739e-05, + 2.0985531591577455e-05, + 2.093525108648464e-05, + 2.0886363927274942e-05, + 2.0838138880208135e-05, + 2.0789728296222165e-05, + 2.0742616470670328e-05, + 2.069684887828771e-05, + 2.0652123566833325e-05, + 2.060615770460572e-05, + 2.0561945348163135e-05, + 2.0518229575827718e-05, + 2.0474270058912225e-05, + 2.0431192751857452e-05, + 2.0388846678542905e-05, + 2.03473955480149e-05, + 2.030594987445511e-05, + 2.026364927587565e-05, + 2.0219631551299244e-05, + 2.0177694750600494e-05, + 2.013662742683664e-05, + 2.0096575099159963e-05, + 2.005617534450721e-05, + 2.0015548216179013e-05, + 1.9974451788584702e-05, + 1.9934146621380933e-05, + 1.9894165234290995e-05, + 1.9855015125358477e-05, + 1.9816267013084143e-05, + 1.97794634004822e-05, + 1.9742821677937172e-05, + 1.970808079931885e-05, + 1.967238677025307e-05, + 1.963861723197624e-05, + 1.9605397028499283e-05, + 1.95737029571319e-05, + 1.95413849723991e-05, + 1.9509494450176135e-05, + 1.9477776731946506e-05, + 1.9446391888777725e-05, + 1.9415041606407613e-05, + 1.9384106053621508e-05, + 1.935374348249752e-05, + 1.9323200831422582e-05, + 1.9292898286948912e-05, + 1.9263217836851254e-05, + 1.9233217244618572e-05, + 1.9202941984985955e-05, + 1.917308873089496e-05, + 1.914274434966501e-05, + 1.9112279915134422e-05, + 1.9081055143033154e-05, + 1.904976488731336e-05, + 1.901856012409553e-05, + 1.8986413124366663e-05, + 1.8953891412820667e-05, + 1.8920762158813886e-05, + 1.888793303805869e-05, + 1.885477831820026e-05, + 1.8822343918145634e-05, + 1.8789749447023496e-05, + 1.875722227850929e-05, + 1.8723279936239123e-05, + 1.8689981516217813e-05, + 1.8656764950719662e-05, + 1.8623428331920877e-05, + 1.8589646060718223e-05, + 1.8556467693997547e-05, + 1.8524691768107004e-05, + 1.8492639355827123e-05, + 1.8461279978509992e-05, + 1.8430768250254914e-05, + 1.840030017774552e-05, + 1.8368749806541018e-05, + 1.8336690118303522e-05, + 1.8303911929251626e-05, + 1.8271150111104362e-05, + 1.8238550183014013e-05, + 1.8206206732429564e-05, + 1.817387055780273e-05, + 1.8141838154406287e-05, + 1.8110016753780656e-05, + 1.807863372960128e-05, + 1.804785460990388e-05, + 1.8016946341958828e-05, + 1.798592711566016e-05, + 1.7955360817722976e-05, + 1.792483453755267e-05, + 1.7893411495606415e-05, + 1.786215216270648e-05, + 1.7832402591011487e-05, + 1.7803549781092443e-05, + 1.7774844309315085e-05, + 1.7747184756444767e-05, + 1.7719296010909602e-05, + 1.7691261746222153e-05, + 1.7663089238340035e-05, + 1.763520049280487e-05, + 1.760707891662605e-05, + 1.7579162886249833e-05, + 1.7550764823681675e-05, + 1.7522508642286994e-05, + 1.749338480294682e-05, + 1.746461020957213e-05, + 1.743579014146235e-05, + 1.7406286133336835e-05, + 1.7377062249579467e-05, + 1.7347949324175715e-05, + 1.731958400341682e-05, + 1.729127689031884e-05, + 1.726285154290963e-05, + 1.72342115547508e-05, + 1.7205795302288607e-05, + 1.717886516416911e-05, + 1.7152146028820425e-05, + 1.7125552403740585e-05, + 1.7098609532695264e-05, + 1.7072150512831286e-05, + 1.704530768620316e-05, + 1.701848304946907e-05, + 1.6991312804748304e-05, + 1.6964884707704186e-05, + 1.6938351109274663e-05, + 1.691179204499349e-05, + 1.6885764125618152e-05, + 1.686016912572086e-05, + 1.683425944065675e-05, + 1.6806940038804896e-05, + 1.6780457372078672e-05, + 1.675372004683595e-05, + 1.6726728063076735e-05, + 1.6700061678420752e-05, + 1.6674222933943383e-05, + 1.6648362361593172e-05, + 1.6621708709863015e-05, + 1.6595280612818897e-05, + 1.6568816135986708e-05, + 1.654180232435465e-05, + 1.6514544768142514e-05, + 1.6487796528963372e-05, + 1.6461914128740318e-05, + 1.643573705223389e-05, + 1.6409894669777714e-05, + 1.6384174159611575e-05, + 1.635798253118992e-05, + 1.633234933251515e-05, + 1.6307221812894568e-05, + 1.6281133866868913e-05, + 1.6255593436653726e-05, + 1.623078787815757e-05, + 1.6205449355766177e-05, + 1.618006353965029e-05, + 1.6154621334862895e-05, + 1.612949745322112e-05, + 1.6104231690405868e-05, + 1.607955346116796e-05, + 1.6055091691669077e-05, + 1.6030779079301283e-05, + 1.600646646693349e-05, + 1.5982055629137903e-05, + 1.5957926734699868e-05, + 1.5934398106765002e-05, + 1.5911155060166493e-05, + 1.5888208508840762e-05, + 1.586552752996795e-05, + 1.5843030269024894e-05, + 1.5819798136362806e-05, + 1.5796496882103384e-05, + 1.5773299310239963e-05, + 1.575077294546645e-05, + 1.5729197912150994e-05, + 1.5708448700024746e-05, + 1.5688063285779208e-05, + 1.566780156281311e-05, + 1.564731246617157e-05, + 1.5626737877028063e-05, + 1.560632881592028e-05, + 1.5585443179588765e-05, + 1.556444840389304e-05, + 1.554321170260664e-05, + 1.5522182366112247e-05, + 1.5501051166211255e-05, + 1.5479952708119527e-05, + 1.545888517284766e-05, + 1.5438321497640572e-05, + 1.5417690519825555e-05, + 1.539663935545832e-05, + 1.537531534268055e-05, + 1.5353556591435336e-05, + 1.53313267219346e-05, + 1.5309466107282788e-05, + 1.5287174392142333e-05, + 1.5264984540408477e-05, + 1.524250183138065e-05, + 1.5220537534332834e-05, + 1.519859961263137e-05, + 1.5176888155110646e-05, + 1.5155453183979262e-05, + 1.5133885426621418e-05, + 1.5111840184545144e-05, + 1.5089524822542444e-05, + 1.5067484127939679e-05, + 1.504503597971052e-05, + 1.5022440493339673e-05, + 1.5000074199633673e-05, + 1.497760877100518e-05, + 1.4955777260183822e-05, + 1.4934546925360337e-05, + 1.4912819096934982e-05, + 1.4890829334035516e-05, + 1.486908604420023e-05, + 1.484778658777941e-05, + 1.4826779988652561e-05, + 1.4806202671024948e-05, + 1.4785111488890834e-05, + 1.4764250408916268e-05, + 1.4744343388883863e-05, + 1.4724726497661322e-05, + 1.4705147805216257e-05, + 1.4686043869005516e-05, + 1.4666936294815969e-05, + 1.4648196156485938e-05, + 1.462956061004661e-05, + 1.4610960533900652e-05, + 1.4592629668186419e-05, + 1.4574161468772218e-05, + 1.4556563655787613e-05, + 1.4539673429680988e-05, + 1.4522916899295524e-05, + 1.4506599654851016e-05, + 1.449066348868655e-05, + 1.447493468731409e-05, + 1.445905309083173e-05, + 1.4442922292801086e-05, + 1.4427633686864283e-05, + 1.441248878109036e-05, + 1.4397228369489312e-05, + 1.438242270523915e-05, + 1.4367635230883025e-05, + 1.4353254300658591e-05, + 1.4338545042846818e-05, + 1.4323575669550337e-05, + 1.4308713616628665e-05, + 1.4293070307758171e-05, + 1.4277286027208902e-05, + 1.426177732355427e-05, + 1.4245601050788537e-05, + 1.4228889995138161e-05, + 1.4212199857865926e-05, + 1.419583259121282e-05, + 1.4179783647705335e-05, + 1.4163702871883288e-05, + 1.4147355614113621e-05, + 1.4130945601209532e-05, + 1.4114169061940629e-05, + 1.4097306120675057e-05, + 1.408040952810552e-05, + 1.4063361049920786e-05, + 1.4047045624465682e-05, + 1.4030872080184054e-05, + 1.4015536180522759e-05, + 1.4000478586240206e-05, + 1.398546555719804e-05, + 1.397051164531149e-05, + 1.3955869690107647e-05, + 1.3941480574430898e-05, + 1.3927013242209796e-05, + 1.3912577742303256e-05, + 1.389785211358685e-05, + 1.388283180858707e-05, + 1.3867660527466796e-05, + 1.3852597476216033e-05, + 1.3837634469382465e-05, + 1.3822844266542234e-05, + 1.3808011317451019e-05, + 1.3793534890282899e-05, + 1.3778892935079057e-05, + 1.376376167172566e-05, + 1.3748640412813984e-05, + 1.3733399100601673e-05, + 1.3717919500777498e-05, + 1.3702589058084413e-05, + 1.3687499631487299e-05, + 1.367225377180148e-05, + 1.3657102499564644e-05, + 1.3641845725942403e-05, + 1.362664897897048e-05, + 1.361167505820049e-05, + 1.3596910321211908e-05, + 1.3582404790213332e-05, + 1.3568215763370972e-05, + 1.3554070392274298e-05, + 1.353995958197629e-05, + 1.3525427675631363e-05, + 1.3510895769286435e-05, + 1.3496377505362034e-05, + 1.3481766472978052e-05, + 1.3467348253470846e-05, + 1.34524998429697e-05, + 1.3437473171507008e-05, + 1.3422505617199931e-05, + 1.3407917322183494e-05, + 1.3393243534665089e-05, + 1.3378226867644116e-05, + 1.3363607649807818e-05, + 1.3348700122151058e-05, + 1.3333694369066507e-05, + 1.331844487140188e-05, + 1.3303422747412696e-05, + 1.3288053196447436e-05, + 1.3273017430037726e-05, + 1.3258121725812089e-05, + 1.3243488865555264e-05, + 1.322885145782493e-05, + 1.3214142200013157e-05, + 1.3199321074353065e-05, + 1.3184706403990276e-05, + 1.3169978956284467e-05, + 1.3155195119907148e-05, + 1.3139846487320028e-05, + 1.3124471479386557e-05, + 1.3109388419252355e-05, + 1.3094494534016121e-05, + 1.3079742529953364e-05, + 1.3064960512565449e-05, + 1.30503667605808e-05, + 1.3036030395596754e-05, + 1.3021666745771654e-05, + 1.3007372217543889e-05, + 1.2992959455004893e-05, + 1.2978895028936677e-05, + 1.2964962479600217e-05, + 1.2950957170687616e-05, + 1.2936673556396272e-05, + 1.2922167115902994e-05, + 1.290774525841698e-05, + 1.2893542589154094e-05, + 1.2879600944870617e-05, + 1.2865752978541423e-05, + 1.285180314880563e-05, + 1.283784968109103e-05, + 1.2823991710320115e-05, + 1.2809868167096283e-05, + 1.2796074770449195e-05, + 1.2782271369360387e-05, + 1.2768331544066314e-05, + 1.275428894587094e-05, + 1.2740329111693427e-05, + 1.2726344721158966e-05, + 1.2712420357274823e-05, + 1.2698458704107907e-05, + 1.268478899874026e-05, + 1.2671126569330227e-05, + 1.2657541446969844e-05, + 1.2644213711610064e-05, + 1.263103331439197e-05, + 1.2618133951036725e-05, + 1.2605073607119266e-05, + 1.2592126950039528e-05, + 1.2579365829878952e-05, + 1.2566623809107114e-05, + 1.2553768101497553e-05, + 1.2540815987449605e-05, + 1.252797301276587e-05, + 1.25152664622874e-05, + 1.2502655408752616e-05, + 1.2490120752772782e-05, + 1.2477329619287048e-05, + 1.2464666724554263e-05, + 1.2451841030269861e-05, + 1.2438983503670897e-05, + 1.2425994100340176e-05, + 1.2413285730872303e-05, + 1.2400289051583968e-05, + 1.2387068636598997e-05, + 1.237398373632459e-05, + 1.2361086191958748e-05, + 1.2348404197837226e-05, + 1.233552484336542e-05, + 1.232257727679098e-05, + 1.2309704288782086e-05, + 1.2296878594497684e-05, + 1.2284122931305319e-05, + 1.2271138075448107e-05, + 1.2258137758180965e-05, + 1.224513653141912e-05, + 1.2232420885993633e-05, + 1.2219711607031059e-05, + 1.2207044164824765e-05, + 1.2194374903629068e-05, + 1.2181905731267761e-05, + 1.2169389265181962e-05, + 1.215687098010676e-05, + 1.2144524589530192e-05, + 1.2132277333876118e-05, + 1.2119857274228707e-05, + 1.210729533340782e-05, + 1.2094808880647179e-05, + 1.2082355169695802e-05, + 1.2069946023984812e-05, + 1.2057405911036767e-05, + 1.2045094990753569e-05, + 1.2032659469696227e-05, + 1.2020426765957382e-05, + 1.2008305020572152e-05, + 1.199585858557839e-05, + 1.1983331205556169e-05, + 1.1970898412982933e-05, + 1.195851291413419e-05, + 1.1946292033826467e-05, + 1.1934050235140603e-05, + 1.1921894838451408e-05, + 1.1909713975910563e-05, + 1.18973184726201e-05, + 1.1884982995979954e-05, + 1.1872591130668297e-05, + 1.1860331142088398e-05, + 1.1847913810925093e-05, + 1.1835548320959788e-05, + 1.1823095519503113e-05, + 1.181078187073581e-05, + 1.1798340892710257e-05, + 1.1786140930780675e-05, + 1.1773736332543194e-05, + 1.1761516361730173e-05, + 1.1749222721846309e-05, + 1.17369581857929e-05, + 1.172472821053816e-05, + 1.171247276943177e-05, + 1.170028917840682e-05, + 1.16881210487918e-05, + 1.1676027497742325e-05, + 1.1664049452519976e-05, + 1.1652236935333349e-05, + 1.1640362572507001e-05, + 1.1628514585027006e-05, + 1.161671843874501e-05, + 1.1604949577304069e-05, + 1.1593237104534637e-05, + 1.1581797480175737e-05, + 1.1570476090128068e-05, + 1.1559346603462473e-05, + 1.1548107977432664e-05, + 1.153699940914521e-05, + 1.1526074558787514e-05, + 1.151536162069533e-05, + 1.1504657777550165e-05, + 1.1494038517412264e-05, + 1.1483403795864433e-05, + 1.1472741789475549e-05, + 1.1462088878033683e-05, + 1.1451274986029603e-05, + 1.1440472917456646e-05, + 1.14295226012473e-05, + 1.1418492249504197e-05, + 1.1407719284761697e-05, + 1.1396834452170879e-05, + 1.1386034202587325e-05, + 1.1375275789760053e-05, + 1.1364395504642744e-05, + 1.1353811714798212e-05, + 1.134323247242719e-05, + 1.1332612302794587e-05, + 1.1321737474645488e-05, + 1.1310794434393756e-05, + 1.1299516700091772e-05, + 1.1288216228422243e-05, + 1.1276838449703064e-05, + 1.1265537068538833e-05, + 1.1254299352003727e-05, + 1.1242800610489212e-05, + 1.1231502867303789e-05, + 1.1220262422284577e-05, + 1.1208980140509084e-05, + 1.1197894309589174e-05, + 1.1186808478669263e-05, + 1.1175712643307634e-05, + 1.1164634088345338e-05, + 1.1153777450090274e-05, + 1.1143073606945109e-05, + 1.1132269719382748e-05, + 1.1121429452032316e-05, + 1.1110709237982519e-05, + 1.1100136362074409e-05, + 1.108962078433251e-05, + 1.1079217983933631e-05, + 1.106878335122019e-05, + 1.1058476047764998e-05, + 1.1048190572182648e-05, + 1.1037747754016891e-05, + 1.102763144444907e-05, + 1.1017569704563357e-05, + 1.1007536159013398e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 0.714285671710968, + 1.0, + 1.0, + 0.9655172824859619, + 0.785714328289032, + 1.0, + 1.0, + 0.9876543283462524, + 1.0, + 1.0, + 1.0, + 0.8938053846359253, + 0.9603960514068604, + 0.9690722227096558, + 1.0, + 1.0, + 0.8679246306419373, + 1.0, + 1.0, + 0.9821428656578064, + 1.0, + 1.0, + 0.9416665434837341, + 1.0, + 1.0, + 1.0, + 0.9558823704719543, + 0.9153847098350525, + 0.8739495277404785, + 0.8749998807907104, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9736842513084412, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9983792304992676, + 1.0, + 0.9769938588142395, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981747031211853, + 1.0, + 1.0, + 1.0, + 0.99640291929245, + 1.0, + 1.0, + 1.0, + 0.9579389691352844, + 1.0, + 0.979787290096283, + 0.9630835652351379, + 0.99661785364151, + 0.9943438768386841, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981273353099823, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.964754045009613, + 0.9770603775978088, + 1.0, + 1.0, + 0.987725019454956, + 1.0, + 1.0, + 1.0, + 0.9984604120254517, + 1.0, + 0.9961597919464111, + 1.0, + 1.0, + 1.0, + 0.9762551188468933, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993932843208313, + 0.9908924102783203, + 1.0, + 0.9535161256790161, + 0.9606250524520874, + 0.9583604335784912, + 0.9898167252540588, + 0.9958847165107727, + 1.0, + 0.9747899770736694, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977961182594299, + 1.0, + 0.9843917489051819, + 0.9945324063301086, + 0.9692139625549316, + 0.99773108959198, + 0.9653211832046509, + 0.9705535769462585, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9870931506156921, + 1.0, + 1.0, + 1.0, + 0.9877984523773193, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942389726638794, + 1.0, + 0.9919008016586304, + 0.9682997465133667, + 0.983134925365448, + 1.0, + 0.9910669922828674, + 1.0, + 1.0, + 0.976168155670166, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987493753433228, + 0.992070198059082, + 1.0, + 1.0, + 0.9939147233963013, + 1.0, + 1.0, + 0.9992116689682007, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9774689078330994, + 1.0, + 0.9988703727722168, + 0.9973614811897278, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9897587895393372, + 1.0, + 0.999675989151001, + 0.9795851707458496, + 1.0, + 0.9980185627937317, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9765725135803223, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9889650344848633, + 0.9978890419006348, + 0.9815654158592224, + 1.0, + 1.0, + 0.99822598695755, + 0.9920023679733276, + 0.9674529433250427, + 1.0, + 0.9957212805747986, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982593059539795, + 1.0, + 1.0, + 1.0, + 0.9962080121040344, + 1.0, + 1.0, + 1.0, + 0.9984251856803894, + 0.9955310821533203, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960289001464844, + 1.0, + 0.9990783333778381, + 1.0, + 0.9827744364738464, + 0.9855106472969055, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844064116477966, + 1.0, + 0.9982582330703735, + 1.0, + 0.9938663244247437, + 0.9814854264259338, + 0.988074541091919, + 0.9842001795768738, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9778299331665039, + 1.0, + 0.9749351739883423, + 1.0, + 1.0, + 1.0, + 0.9973507523536682, + 1.0, + 0.9916650652885437, + 1.0, + 0.9847282767295837, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9829715490341187, + 1.0, + 1.0, + 0.9876800179481506, + 1.0, + 0.9998140335083008, + 1.0, + 0.9860371351242065, + 1.0, + 0.9704960584640503, + 0.9768192768096924, + 0.9933865070343018, + 1.0, + 0.9937803745269775, + 1.0, + 1.0, + 0.9570387601852417, + 0.9871743321418762, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9805089831352234, + 0.9974231719970703, + 0.9880051612854004, + 0.9983190298080444, + 1.0, + 0.9972977638244629, + 1.0, + 0.9938085675239563, + 0.9964399933815002, + 0.9998214244842529, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975613951683044, + 1.0, + 1.0, + 0.9862563610076904, + 1.0, + 1.0, + 1.0, + 0.9941571354866028, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993021488189697, + 0.9966480731964111, + 1.0, + 0.9958232641220093, + 0.9998646974563599, + 1.0, + 1.0, + 1.0, + 0.9950229525566101, + 0.9666538834571838, + 0.9613904356956482, + 1.0, + 1.0, + 0.990328311920166, + 1.0, + 1.0, + 0.9996007084846497, + 1.0, + 0.9855661988258362, + 0.9640527367591858, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986961483955383, + 0.997911274433136, + 0.9914965629577637, + 1.0, + 0.979586660861969, + 1.0, + 1.0, + 0.9900060892105103, + 1.0, + 0.9972025752067566, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927417039871216, + 0.9851555824279785, + 0.9605307579040527, + 0.9608991146087646, + 1.0, + 0.9899787902832031, + 0.99225914478302, + 1.0, + 1.0, + 0.9869076609611511, + 0.9752289056777954, + 0.94017094373703, + 0.9996159076690674, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969324469566345, + 0.9857549667358398, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9820411205291748, + 1.0, + 0.9833573698997498, + 0.9945216178894043, + 0.9970489740371704, + 0.9825375080108643, + 1.0, + 1.0, + 1.0, + 0.9567451477050781, + 0.9723659753799438, + 0.9777063727378845, + 0.963229238986969, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9621732234954834, + 0.9823830127716064, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9782984256744385, + 0.9939018487930298, + 0.9542059302330017, + 1.0, + 0.9894288182258606, + 1.0, + 0.9576876163482666, + 0.9674450159072876, + 0.9998999238014221, + 1.0, + 0.9553738832473755, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9865310192108154, + 1.0, + 0.985997200012207, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997439980506897, + 0.9643192291259766, + 1.0, + 0.9450960159301758, + 1.0, + 1.0, + 0.9771019220352173, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966524839401245, + 0.971869945526123, + 0.9840158820152283, + 1.0, + 1.0, + 0.9592883586883545, + 1.0, + 0.9802626371383667, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.965938150882721, + 1.0, + 1.0, + 1.0, + 0.9997690320014954, + 0.9867539405822754, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966418147087097, + 1.0, + 0.9994611144065857, + 1.0, + 1.0, + 1.0, + 0.9761205315589905, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969029426574707, + 0.9897421002388, + 0.9978679418563843, + 0.9889607429504395, + 1.0, + 1.0, + 1.0, + 0.9764794111251831, + 0.9822453856468201, + 1.0, + 0.9831845164299011, + 1.0, + 1.0, + 0.9990957975387573, + 0.9880649447441101, + 1.0, + 0.9927921295166016, + 1.0, + 0.9867247343063354, + 0.9990267753601074, + 0.991690456867218, + 1.0, + 0.9808691143989563, + 0.9949347972869873, + 1.0, + 0.9814600348472595, + 0.9794620871543884, + 0.9850397109985352, + 1.0, + 0.9695613980293274, + 0.9964173436164856, + 1.0, + 0.9880931377410889, + 0.990384042263031, + 0.9861118793487549, + 1.0, + 1.0, + 1.0, + 0.960119366645813, + 0.9864929914474487, + 0.9823094606399536, + 1.0, + 1.0, + 1.0, + 0.9879496693611145, + 0.9991075396537781, + 0.986243486404419, + 0.9966789484024048, + 0.9561371207237244, + 1.0, + 0.9540541768074036, + 1.0, + 0.951810359954834, + 0.9893624186515808, + 0.9593058228492737, + 1.0, + 0.9920426607131958, + 1.0, + 0.9952569603919983, + 1.0, + 0.9920435547828674, + 0.9864217638969421, + 1.0, + 0.9972488880157471, + 0.9843671917915344, + 1.0, + 1.0, + 0.9910086393356323, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99684739112854, + 1.0, + 0.9840775728225708, + 1.0, + 1.0, + 1.0, + 0.987213134765625, + 1.0, + 1.0, + 1.0, + 0.9883155822753906, + 0.9635705351829529, + 1.0, + 0.9841481447219849, + 0.978543221950531, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984822869300842, + 1.0, + 0.9968165159225464, + 1.0, + 0.9922597408294678, + 0.9866353869438171, + 1.0, + 1.0, + 0.9912727475166321, + 1.0, + 1.0, + 1.0, + 0.9578870534896851, + 0.9753864407539368, + 1.0, + 0.9686516523361206, + 1.0, + 1.0, + 1.0, + 0.9952373504638672, + 1.0, + 0.9981127977371216, + 1.0, + 1.0, + 1.0, + 0.9937614798545837, + 1.0, + 1.0, + 0.9963383078575134, + 1.0, + 0.9799409508705139, + 1.0, + 1.0, + 1.0, + 0.9980274438858032, + 0.9529697895050049, + 0.9973941445350647, + 1.0, + 1.0, + 0.9873980283737183, + 1.0, + 1.0, + 1.0, + 0.9780777096748352, + 1.0, + 1.0, + 0.9857492446899414, + 0.9884450435638428, + 1.0, + 1.0, + 0.9747825264930725, + 1.0, + 1.0, + 0.9935187101364136, + 0.9742466807365417, + 1.0, + 1.0, + 0.9970784187316895, + 1.0, + 1.0, + 1.0, + 0.9870427250862122, + 0.973003089427948, + 1.0, + 0.9926908016204834, + 1.0, + 1.0, + 0.9840648770332336, + 0.9856320023536682, + 1.0, + 0.9844445586204529, + 0.9765293598175049, + 1.0, + 1.0, + 1.0, + 0.9929696321487427, + 1.0, + 0.9820653796195984, + 0.9965039491653442, + 0.9992613792419434, + 1.0, + 1.0, + 0.993765115737915, + 0.9801245331764221, + 0.9928979277610779, + 0.992094099521637, + 0.9933592677116394, + 0.9966573715209961, + 1.0, + 1.0, + 1.0, + 0.9758473634719849, + 0.9623119235038757, + 0.9659993648529053, + 0.9866875410079956, + 0.998160183429718, + 1.0, + 1.0, + 0.9964017868041992, + 1.0, + 1.0, + 1.0, + 0.9947205781936646, + 1.0, + 1.0, + 1.0, + 0.9809331297874451, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9882037043571472, + 1.0, + 1.0, + 1.0, + 0.9819350242614746, + 1.0, + 0.9946722388267517, + 0.9921155571937561, + 1.0, + 1.0, + 1.0, + 0.9932161569595337, + 1.0, + 1.0, + 0.9951149821281433, + 1.0, + 0.9769574403762817, + 0.9773443937301636, + 1.0, + 1.0, + 0.9938315749168396, + 0.9846820831298828, + 0.9911511540412903, + 0.9843864440917969, + 1.0, + 0.9940090775489807, + 0.9588221311569214, + 0.9899594783782959, + 1.0, + 0.980114758014679, + 1.0, + 0.9850687980651855, + 0.9985981583595276, + 1.0, + 0.9897155165672302, + 1.0, + 0.9571678638458252, + 0.9634703397750854, + 0.9957820177078247, + 0.9772023558616638, + 0.9801285862922668, + 0.9902604222297668, + 1.0, + 1.0, + 0.950920820236206, + 0.9941744804382324, + 1.0, + 0.9733041524887085, + 1.0, + 0.9754876494407654, + 1.0, + 1.0, + 0.9959160685539246, + 1.0, + 1.0, + 0.9859114289283752, + 1.0, + 1.0, + 1.0, + 0.9843198657035828, + 0.9842516183853149, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.960792601108551, + 0.9948551058769226, + 0.9517768621444702, + 0.9854642152786255, + 1.0, + 0.9994817972183228, + 0.9822782874107361, + 0.9859412312507629, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963680505752563, + 0.9967649579048157, + 0.9918174743652344, + 1.0, + 0.9792954921722412, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939823746681213, + 0.9878053665161133, + 1.0, + 0.9974093437194824, + 1.0, + 1.0, + 0.9888203740119934, + 0.9895170331001282, + 0.985772430896759, + 0.9814814925193787, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990183413028717, + 1.0, + 1.0, + 0.999668538570404, + 0.9782428741455078, + 1.0, + 1.0, + 0.9770396947860718, + 1.0, + 1.0, + 1.0, + 0.9887791872024536, + 1.0, + 0.9820382595062256, + 0.9942743182182312, + 0.9863632321357727, + 1.0, + 1.0, + 1.0, + 0.9896254539489746, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9848694205284119, + 0.9911776781082153, + 0.9940917491912842, + 1.0, + 0.9908682703971863, + 0.9860600233078003, + 1.0, + 0.9986329674720764, + 1.0, + 0.9793323874473572, + 0.9940436482429504, + 1.0, + 1.0, + 1.0, + 0.9978131651878357, + 0.9883614778518677, + 0.9855482578277588, + 0.9967414140701294, + 1.0, + 1.0, + 0.9967778921127319, + 1.0, + 0.9800970554351807, + 1.0, + 1.0, + 1.0, + 0.9977251887321472, + 1.0, + 0.9992935657501221, + 1.0, + 0.9825502038002014, + 1.0, + 0.9978616833686829, + 0.9847744703292847, + 0.9923267364501953, + 0.9819573163986206, + 1.0, + 0.9945234656333923, + 0.988831639289856, + 1.0, + 1.0, + 1.0, + 0.9951410293579102, + 0.992695152759552, + 0.9956235289573669, + 0.9972381591796875, + 1.0, + 0.9931790828704834, + 1.0, + 1.0, + 1.0, + 0.9816029071807861, + 1.0, + 1.0, + 0.9931955337524414, + 0.9890891313552856, + 0.9865132570266724, + 1.0, + 1.0, + 0.9980484247207642, + 0.9996378421783447, + 0.9979352951049805, + 1.0, + 1.0, + 1.0, + 0.981461226940155, + 1.0, + 1.0, + 1.0, + 0.9874812364578247, + 1.0, + 1.0, + 0.9894936084747314, + 0.9952688813209534, + 1.0, + 1.0, + 0.9977507591247559, + 1.0, + 0.9997888207435608, + 1.0, + 0.9849668741226196, + 1.0, + 0.9870275259017944, + 0.9941859841346741, + 1.0, + 1.0, + 0.9957436919212341, + 0.9996921420097351, + 0.9900459051132202, + 1.0, + 0.9964246153831482, + 1.0, + 1.0, + 0.9987565279006958, + 1.0, + 0.9927904009819031, + 1.0, + 0.9993051886558533, + 1.0, + 0.9923993945121765, + 1.0, + 0.9840112924575806, + 1.0, + 0.9884580373764038, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975166916847229, + 1.0, + 0.997484028339386, + 0.9938881993293762, + 0.9895233511924744, + 1.0, + 1.0, + 0.9989579916000366, + 1.0, + 0.998502254486084, + 0.9798800349235535, + 0.9932443499565125, + 0.9860951900482178, + 1.0, + 0.9914801716804504, + 0.986467719078064, + 0.9836757779121399, + 1.0, + 0.9949552416801453, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9796698093414307, + 1.0, + 0.9955861568450928, + 0.9990666508674622, + 1.0, + 0.9758255481719971, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965966939926147, + 0.9976617693901062, + 1.0, + 0.9857940673828125, + 0.9983547925949097, + 1.0, + 0.986120343208313, + 1.0, + 1.0, + 1.0, + 0.9832541942596436, + 0.9888523817062378, + 1.0, + 1.0, + 0.9924731850624084, + 0.9893205165863037, + 0.997622013092041, + 0.992315948009491, + 1.0, + 0.9908585548400879, + 1.0, + 1.0, + 0.9716969132423401, + 0.9977594017982483, + 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_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_trial_metrics.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_trial_metrics.json new file mode 100644 index 0000000000000000000000000000000000000000..3367ee66d4f7d993ca85720068b4afe9949ee298 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_trial_metrics.json @@ -0,0 +1,18058 @@ +{ + "scalar": { + "frame": 10000000.0, + "total_reward_ma": 292.2991943359375, + "strength": 139.9768829345703, + "max_strength": 323.3033447265625, + "final_strength": 313.9966735839844, + "sample_efficiency": 1.8101161458616843e-07, + "training_efficiency": 1.1591887414397206e-05, + "stability": 0.9934218525886536, + "consistency": 0.8058266043663025 + }, + "local": { + "mean_returns": [ + [ + 1.0714285373687744, + 0.9780219793319702, + 1.4500000476837158, + 1.9600000381469727, + 1.7699999809265137, + 1.8200000524520874, + 2.2899999618530273, + 2.2300000190734863, + 2.0, + 2.2799999713897705, + 2.559999942779541, + 3.109999895095825, + 3.559999942779541, + 4.159999847412109, + 4.46999979019165, + 4.199999809265137, + 4.440000057220459, + 4.769999980926514, + 5.159999847412109, + 5.230000019073486, + 5.289999961853027, + 5.789999961853027, + 6.170000076293945, + 6.800000190734863, + 7.440000057220459, + 7.789999961853027, + 8.130000114440918, + 8.09000015258789, + 8.079999923706055, + 8.170000076293945, + 8.569999694824219, + 8.619999885559082, + 8.859999656677246, + 9.109999656677246, + 9.039999961853027, + 9.399999618530273, + 9.720000267028809, + 9.859999656677246, + 9.6899995803833, + 9.59000015258789, + 9.75, + 10.069999694824219, + 10.4399995803833, + 10.550000190734863, + 10.8100004196167, + 11.199999809265137, + 11.140000343322754, + 11.279999732971191, + 11.65999984741211, + 11.979999542236328, + 12.0600004196167, + 12.460000038146973, + 12.640000343322754, + 12.520000457763672, + 12.680000305175781, + 12.960000038146973, + 13.449999809265137, + 13.579999923706055, + 13.670000076293945, + 14.289999961853027, + 14.90999984741211, + 14.779999732971191, + 15.039999961853027, + 15.050000190734863, + 15.470000267028809, + 15.449999809265137, + 15.319999694824219, + 15.220000267028809, + 15.430000305175781, + 15.869999885559082, + 16.459999084472656, + 16.8700008392334, + 17.719999313354492, + 17.959999084472656, + 18.040000915527344, + 18.049999237060547, + 18.059999465942383, + 17.3700008392334, + 17.15999984741211, + 17.75, + 18.280000686645508, + 19.1299991607666, + 19.190000534057617, + 20.270000457763672, + 20.6299991607666, + 20.81999969482422, + 20.790000915527344, + 20.489999771118164, + 20.84000015258789, + 21.0, + 21.6299991607666, + 21.270000457763672, + 22.200000762939453, + 23.43000030517578, + 23.329999923706055, + 23.559999465942383, + 23.950000762939453, + 23.649999618530273, + 24.079999923706055, + 23.540000915527344, + 23.579999923706055, + 23.3700008392334, + 23.84000015258789, + 23.780000686645508, + 23.59000015258789, + 23.739999771118164, + 23.8799991607666, + 23.899999618530273, + 24.43000030517578, + 24.600000381469727, + 24.5, + 25.170000076293945, + 25.329999923706055, + 26.3700008392334, + 26.549999237060547, + 26.530000686645508, + 27.030000686645508, + 26.770000457763672, + 26.850000381469727, + 26.950000762939453, + 26.81999969482422, + 26.81999969482422, + 26.459999084472656, + 26.459999084472656, + 26.6299991607666, + 26.989999771118164, + 26.81999969482422, + 27.68000030517578, + 28.260000228881836, + 29.190000534057617, + 30.020000457763672, + 31.020000457763672, + 31.68000030517578, + 32.400001525878906, + 33.5099983215332, + 34.06999969482422, + 34.90999984741211, + 36.75, + 37.060001373291016, + 37.41999816894531, + 37.45000076293945, + 38.380001068115234, + 38.54999923706055, + 38.349998474121094, + 38.130001068115234, + 37.97999954223633, + 38.84000015258789, + 36.56999969482422, + 37.47999954223633, + 36.56999969482422, + 36.970001220703125, + 36.81999969482422, + 37.02000045776367, + 37.15999984741211, + 37.20000076293945, + 37.619998931884766, + 38.560001373291016, + 39.11000061035156, + 38.880001068115234, + 38.4900016784668, + 39.369998931884766, + 38.58000183105469, + 38.810001373291016, + 39.709999084472656, + 39.869998931884766, + 40.130001068115234, + 40.38999938964844, + 39.77000045776367, + 39.7400016784668, + 40.0, + 40.130001068115234, + 40.900001525878906, + 41.689998626708984, + 41.560001373291016, + 41.4900016784668, + 42.529998779296875, + 42.15999984741211, + 42.58000183105469, + 43.34000015258789, + 44.369998931884766, + 45.90999984741211, + 46.560001373291016, + 47.349998474121094, + 47.06999969482422, + 47.38999938964844, + 47.56999969482422, + 47.689998626708984, + 49.83000183105469, + 49.689998626708984, + 51.40999984741211, + 54.31999969482422, + 53.70000076293945, + 52.59000015258789, + 51.34000015258789, + 51.65999984741211, + 53.47999954223633, + 54.279998779296875, + 53.75, + 51.93000030517578, + 51.83000183105469, + 53.13999938964844, + 54.84000015258789, + 52.290000915527344, + 53.31999969482422, + 53.310001373291016, + 57.2400016784668, + 56.439998626708984, + 56.11000061035156, + 55.34000015258789, + 58.060001373291016, + 59.18000030517578, + 61.540000915527344, + 60.5, + 58.380001068115234, + 58.58000183105469, + 59.02000045776367, + 58.65999984741211, + 55.779998779296875, + 56.36000061035156, + 57.22999954223633, + 57.45000076293945, + 55.88999938964844, + 51.630001068115234, + 51.41999816894531, + 50.970001220703125, + 50.130001068115234, + 50.63999938964844, + 49.900001525878906, + 50.369998931884766, + 51.93000030517578, + 51.7599983215332, + 51.900001525878906, + 52.97999954223633, + 54.88999938964844, + 55.52000045776367, + 58.849998474121094, + 59.90999984741211, + 62.880001068115234, + 64.12000274658203, + 64.16999816894531, + 65.52999877929688, + 66.26000213623047, + 66.58999633789062, + 67.83000183105469, + 67.02999877929688, + 65.48999786376953, + 66.70999908447266, + 65.7300033569336, + 66.7300033569336, + 66.75, + 65.75, + 65.19999694824219, + 64.9800033569336, + 65.26000213623047, + 65.31999969482422, + 65.9800033569336, + 65.41000366210938, + 67.52999877929688, + 67.70999908447266, + 70.1500015258789, + 70.94999694824219, + 70.83000183105469, + 69.69000244140625, + 71.08999633789062, + 72.43000030517578, + 75.37000274658203, + 75.02999877929688, + 75.19000244140625, + 76.97000122070312, + 77.69999694824219, + 75.62000274658203, + 75.83999633789062, + 75.54000091552734, + 75.0199966430664, + 74.13999938964844, + 74.94000244140625, + 74.2300033569336, + 74.72000122070312, + 72.80000305175781, + 71.87000274658203, + 71.20999908447266, + 68.98999786376953, + 71.04000091552734, + 72.55999755859375, + 73.81999969482422, + 71.4000015258789, + 73.16999816894531, + 74.22000122070312, + 75.66000366210938, + 76.8499984741211, + 76.08000183105469, + 75.93000030517578, + 76.91999816894531, + 76.29000091552734, + 78.33000183105469, + 78.51000213623047, + 80.37999725341797, + 81.80999755859375, + 81.22000122070312, + 80.06999969482422, + 79.5999984741211, + 77.23999786376953, + 76.47000122070312, + 76.3499984741211, + 77.13999938964844, + 81.12999725341797, + 81.16000366210938, + 81.08999633789062, + 76.0199966430664, + 77.18000030517578, + 74.23999786376953, + 77.05000305175781, + 82.27999877929688, + 85.48999786376953, + 88.29000091552734, + 90.86000061035156, + 91.13999938964844, + 90.37999725341797, + 90.33000183105469, + 88.12000274658203, + 88.55000305175781, + 88.81999969482422, + 88.05999755859375, + 92.0199966430664, + 90.8499984741211, + 86.16999816894531, + 86.73999786376953, + 88.58000183105469, + 85.7699966430664, + 87.55000305175781, + 90.25, + 88.12999725341797, + 88.23999786376953, + 91.86000061035156, + 95.55999755859375, + 95.88999938964844, + 92.33999633789062, + 92.56999969482422, + 94.29000091552734, + 92.87000274658203, + 86.95999908447266, + 88.55999755859375, + 93.69000244140625, + 90.5, + 91.4000015258789, + 92.08000183105469, + 91.69000244140625, + 89.88999938964844, + 89.41999816894531, + 92.41000366210938, + 95.54000091552734, + 95.04000091552734, + 94.58999633789062, + 95.66999816894531, + 96.3499984741211, + 92.97000122070312, + 93.43000030517578, + 98.19999694824219, + 100.0199966430664, + 100.52999877929688, + 100.01000213623047, + 96.48999786376953, + 97.33000183105469, + 94.01000213623047, + 94.80999755859375, + 93.5199966430664, + 94.80999755859375, + 96.19000244140625, + 97.86000061035156, + 96.76000213623047, + 98.94000244140625, + 97.77999877929688, + 101.7300033569336, + 101.5, + 104.5999984741211, + 111.02999877929688, + 112.87999725341797, + 114.41999816894531, + 115.27999877929688, + 115.30999755859375, + 116.0, + 120.55000305175781, + 120.12999725341797, + 119.01000213623047, + 120.19000244140625, + 120.31999969482422, + 119.06999969482422, + 117.29000091552734, + 116.62000274658203, + 113.48999786376953, + 114.4000015258789, + 119.38999938964844, + 118.5999984741211, + 120.55999755859375, + 125.41000366210938, + 125.3499984741211, + 125.44000244140625, + 128.1999969482422, + 129.3000030517578, + 127.45999908447266, + 128.80999755859375, + 126.87000274658203, + 128.91000366210938, + 133.99000549316406, + 131.11000061035156, + 131.50999450683594, + 122.68000030517578, + 128.17999267578125, + 130.13999938964844, + 130.4199981689453, + 130.83999633789062, + 129.1999969482422, + 128.55999755859375, + 129.07000732421875, + 132.64999389648438, + 128.00999450683594, + 129.10000610351562, + 125.16999816894531, + 119.5, + 121.9800033569336, + 124.05000305175781, + 120.31999969482422, + 114.2300033569336, + 113.7699966430664, + 112.29000091552734, + 109.56999969482422, + 118.9000015258789, + 118.08999633789062, + 117.19000244140625, + 120.12999725341797, + 127.4000015258789, + 129.89999389648438, + 132.7899932861328, + 139.8000030517578, + 143.22000122070312, + 149.02999877929688, + 146.88999938964844, + 154.94000244140625, + 161.47000122070312, + 160.64999389648438, + 163.58999633789062, + 166.25, + 163.33999633789062, + 162.47999572753906, + 163.89999389648438, + 159.3000030517578, + 158.24000549316406, + 159.27999877929688, + 163.3000030517578, + 161.0, + 160.1699981689453, + 156.99000549316406, + 162.52999877929688, + 156.4600067138672, + 153.74000549316406, + 157.10000610351562, + 157.30999755859375, + 156.74000549316406, + 156.1199951171875, + 159.69000244140625, + 168.0500030517578, + 172.19000244140625, + 177.7899932861328, + 176.1199951171875, + 169.8300018310547, + 166.97999572753906, + 170.5, + 167.4600067138672, + 159.41000366210938, + 159.52000427246094, + 154.58999633789062, + 149.82000732421875, + 148.07000732421875, + 147.83999633789062, + 142.49000549316406, + 134.5800018310547, + 133.6699981689453, + 128.5399932861328, + 129.49000549316406, + 132.1699981689453, + 127.45999908447266, + 122.87999725341797, + 128.16000366210938, + 126.86000061035156, + 128.2899932861328, + 131.97999572753906, + 135.0, + 133.9499969482422, + 132.99000549316406, + 138.6699981689453, + 136.94000244140625, + 132.38999938964844, + 138.02000427246094, + 141.7899932861328, + 142.35000610351562, + 139.19000244140625, + 141.05999755859375, + 141.08999633789062, + 144.9600067138672, + 145.97000122070312, + 144.52000427246094, + 146.77000427246094, + 149.50999450683594, + 153.07000732421875, + 154.25, + 155.36000061035156, + 160.08999633789062, + 158.97000122070312, + 156.16000366210938, + 155.2100067138672, + 160.72000122070312, + 171.0, + 176.63999938964844, + 178.14999389648438, + 175.1199951171875, + 173.52999877929688, + 172.36000061035156, + 176.22999572753906, + 174.63999938964844, + 168.38999938964844, + 167.39999389648438, + 161.22000122070312, + 156.89999389648438, + 157.52000427246094, + 159.35000610351562, + 155.36000061035156, + 150.47000122070312, + 148.47999572753906, + 141.44000244140625, + 140.6699981689453, + 144.2100067138672, + 140.91000366210938, + 142.19000244140625, + 144.60000610351562, + 145.7899932861328, + 148.52999877929688, + 150.05999755859375, + 153.60000610351562, + 150.7899932861328, + 150.80999755859375, + 155.58999633789062, + 155.0800018310547, + 154.36000061035156, + 159.05999755859375, + 163.77000427246094, + 161.77000427246094, + 166.82000732421875, + 174.1699981689453, + 172.57000732421875, + 171.02000427246094, + 168.8699951171875, + 166.19000244140625, + 170.8800048828125, + 175.97000122070312, + 169.6199951171875, + 167.49000549316406, + 164.8300018310547, + 167.44000244140625, + 167.92999267578125, + 172.47000122070312, + 174.0, + 176.60000610351562, + 173.22000122070312, + 172.47999572753906, + 169.92999267578125, + 173.85000610351562, + 176.0500030517578, + 175.1300048828125, + 176.1699981689453, + 175.14999389648438, + 175.38999938964844, + 179.52999877929688, + 181.08999633789062, + 184.41000366210938, + 186.9600067138672, + 187.14999389648438, + 183.36000061035156, + 182.1199951171875, + 176.41000366210938, + 179.39999389648438, + 177.55999755859375, + 176.49000549316406, + 174.02000427246094, + 174.5399932861328, + 172.14999389648438, + 177.97999572753906, + 175.9199981689453, + 175.39999389648438, + 172.08999633789062, + 168.67999267578125, + 161.67999267578125, + 160.5, + 159.39999389648438, + 158.83999633789062, + 164.0399932861328, + 161.4199981689453, + 161.63999938964844, + 167.1199951171875, + 163.2100067138672, + 164.97000122070312, + 167.5800018310547, + 168.14999389648438, + 170.61000061035156, + 179.9600067138672, + 182.77000427246094, + 182.8699951171875, + 188.82000732421875, + 196.00999450683594, + 200.3699951171875, + 202.4600067138672, + 208.85000610351562, + 206.72000122070312, + 215.36000061035156, + 213.8000030517578, + 211.83999633789062, + 223.11000061035156, + 217.47999572753906, + 208.35000610351562, + 202.33999633789062, + 196.13999938964844, + 191.97999572753906, + 193.60000610351562, + 185.60000610351562, + 181.22000122070312, + 181.27999877929688, + 171.0, + 170.1300048828125, + 167.3800048828125, + 163.77000427246094, + 167.3699951171875, + 166.16000366210938, + 158.3000030517578, + 156.60000610351562, + 170.63999938964844, + 171.63999938964844, + 172.50999450683594, + 171.3000030517578, + 171.9499969482422, + 172.6999969482422, + 170.11000061035156, + 173.52000427246094, + 179.02000427246094, + 171.9199981689453, + 174.0, + 176.10000610351562, + 180.91000366210938, + 181.5, + 188.36000061035156, + 189.38999938964844, + 181.00999450683594, + 183.99000549316406, + 188.05999755859375, + 192.1199951171875, + 191.52999877929688, + 189.86000061035156, + 189.1300048828125, + 193.07000732421875, + 192.0500030517578, + 198.22000122070312, + 199.1699981689453, + 198.4600067138672, + 191.74000549316406, + 185.07000732421875, + 183.36000061035156, + 184.6699981689453, + 187.24000549316406, + 188.80999755859375, + 186.55999755859375, + 184.3699951171875, + 182.14999389648438, + 187.08999633789062, + 189.3300018310547, + 191.67999267578125, + 192.22000122070312, + 192.77000427246094, + 189.88999938964844, + 189.7100067138672, + 197.0, + 194.16000366210938, + 198.80999755859375, + 196.30999755859375, + 195.05999755859375, + 182.94000244140625, + 184.9499969482422, + 182.3800048828125, + 185.33999633789062, + 185.47999572753906, + 176.9600067138672, + 177.5399932861328, + 176.3300018310547, + 182.94000244140625, + 182.30999755859375, + 183.22999572753906, + 188.83999633789062, + 184.92999267578125, + 183.0, + 179.7100067138672, + 186.3000030517578, + 194.1999969482422, + 203.22000122070312, + 205.25, + 204.5500030517578, + 205.6300048828125, + 209.33999633789062, + 216.38999938964844, + 212.1300048828125, + 213.72999572753906, + 212.55999755859375, + 209.05999755859375, + 219.1699981689453, + 217.24000549316406, + 220.0800018310547, + 223.33999633789062, + 232.60000610351562, + 233.35000610351562, + 231.61000061035156, + 226.10000610351562, + 226.3300018310547, + 226.32000732421875, + 226.47999572753906, + 223.9199981689453, + 224.69000244140625, + 227.16000366210938, + 230.89999389648438, + 229.77999877929688, + 234.77000427246094, + 225.08999633789062, + 224.67999267578125, + 222.52000427246094, + 218.97000122070312, + 219.80999755859375, + 212.0, + 208.72999572753906, + 209.91000366210938, + 207.5800018310547, + 211.27000427246094, + 211.22999572753906, + 201.92999267578125, + 191.57000732421875, + 183.75, + 178.5399932861328, + 174.63999938964844, + 175.33999633789062, + 174.75999450683594, + 178.3699951171875, + 182.8300018310547, + 185.25999450683594, + 193.1199951171875, + 193.35000610351562, + 200.89999389648438, + 199.3699951171875, + 199.02000427246094, + 195.39999389648438, + 197.58999633789062, + 200.7100067138672, + 207.61000061035156, + 215.05999755859375, + 221.3699951171875, + 225.63999938964844, + 223.92999267578125, + 219.9499969482422, + 214.52999877929688, + 205.5800018310547, + 203.6999969482422, + 202.5399932861328, + 204.47999572753906, + 201.88999938964844, + 202.57000732421875, + 210.57000732421875, + 219.8699951171875, + 222.3300018310547, + 219.25, + 214.9499969482422, + 210.72000122070312, + 211.1300048828125, + 212.3800048828125, + 214.86000061035156, + 215.92999267578125, + 223.02999877929688, + 224.8300018310547, + 220.9600067138672, + 215.35000610351562, + 211.33999633789062, + 204.6199951171875, + 194.85000610351562, + 188.1999969482422, + 188.3300018310547, + 190.47999572753906, + 187.9199981689453, + 188.1699981689453, + 189.25999450683594, + 189.13999938964844, + 188.97999572753906, + 195.36000061035156, + 199.47999572753906, + 195.13999938964844, + 196.27999877929688, + 198.1699981689453, + 200.17999267578125, + 206.27000427246094, + 205.22000122070312, + 206.6300048828125, + 211.42999267578125, + 218.3300018310547, + 218.2899932861328, + 222.69000244140625, + 228.77999877929688, + 231.4600067138672, + 232.7100067138672, + 233.44000244140625, + 234.64999389648438, + 237.44000244140625, + 231.33999633789062, + 234.4499969482422, + 233.77999877929688, + 230.50999450683594, + 231.16000366210938, + 233.6300048828125, + 233.47000122070312, + 230.82000732421875, + 228.83999633789062, + 228.3800048828125, + 228.94000244140625, + 230.4199981689453, + 233.99000549316406, + 228.52000427246094, + 231.5399932861328, + 228.32000732421875, + 224.52999877929688, + 226.22999572753906, + 236.83999633789062, + 233.1199951171875, + 233.57000732421875, + 234.39999389648438, + 235.10000610351562, + 230.77000427246094, + 230.22999572753906, + 228.2899932861328, + 227.2100067138672, + 220.91000366210938, + 216.75, + 212.22000122070312, + 216.05999755859375, + 212.32000732421875, + 211.5, + 209.3000030517578, + 207.63999938964844, + 210.1300048828125, + 213.8300018310547, + 216.6300048828125, + 220.1199951171875, + 219.5, + 225.4600067138672, + 222.13999938964844, + 227.50999450683594, + 234.67999267578125, + 243.14999389648438, + 253.82000732421875, + 252.6699981689453, + 256.9100036621094, + 255.77999877929688, + 254.8800048828125, + 259.17999267578125, + 265.30999755859375, + 265.2699890136719, + 268.25, + 266.29998779296875, + 267.5400085449219, + 277.4599914550781, + 275.05999755859375, + 272.55999755859375, + 269.44000244140625, + 269.8900146484375, + 269.6400146484375, + 266.94000244140625, + 264.739990234375, + 261.8599853515625, + 264.1600036621094, + 266.2099914550781, + 265.45001220703125, + 266.04998779296875, + 265.9200134277344, + 260.7799987792969, + 261.7099914550781, + 258.7799987792969, + 254.0, + 242.38999938964844, + 246.52999877929688, + 248.14999389648438, + 252.11000061035156, + 259.989990234375, + 262.8500061035156, + 259.8800048828125, + 264.07000732421875, + 272.1000061035156, + 269.7099914550781, + 269.44000244140625, + 274.0799865722656, + 281.42999267578125, + 282.17999267578125, + 276.17999267578125, + 279.80999755859375, + 280.94000244140625, + 280.5299987792969, + 286.04998779296875, + 293.489990234375, + 298.7699890136719, + 299.7799987792969, + 297.04998779296875, + 288.79998779296875, + 287.489990234375, + 289.510009765625, + 287.0199890136719, + 283.0799865722656, + 280.6600036621094, + 281.6400146484375, + 277.0899963378906, + 275.3399963378906, + 266.5899963378906, + 274.54998779296875, + 272.0400085449219, + 267.75, + 267.25, + 264.5, + 268.2300109863281, + 272.4700012207031, + 274.5, + 272.6700134277344, + 276.6000061035156, + 280.0299987792969, + 277.1700134277344, + 272.94000244140625, + 274.8800048828125, + 275.70001220703125, + 275.3999938964844, + 270.6099853515625, + 269.0799865722656, + 266.7799987792969, + 271.2099914550781, + 275.42999267578125, + 276.989990234375, + 282.17999267578125, + 273.1499938964844, + 270.2799987792969, + 262.510009765625, + 262.9100036621094, + 267.9599914550781, + 269.30999755859375, + 266.57000732421875, + 266.57000732421875, + 271.0199890136719, + 273.9800109863281, + 268.80999755859375, + 272.239990234375, + 278.8299865722656, + 285.739990234375, + 295.2099914550781, + 298.4700012207031, + 303.20001220703125, + 304.70001220703125, + 311.6400146484375, + 310.989990234375, + 311.6000061035156, + 313.739990234375, + 316.05999755859375, + 323.42999267578125, + 328.0400085449219, + 333.04998779296875, + 329.05999755859375, + 330.95001220703125, + 328.6499938964844, + 330.04998779296875, + 329.0199890136719, + 330.6700134277344, + 328.2300109863281, + 325.3399963378906, + 325.2300109863281, + 318.3699951171875, + 317.2900085449219, + 315.6099853515625, + 312.70001220703125, + 311.79998779296875, + 313.7200012207031, + 320.6000061035156, + 312.7300109863281, + 311.7200012207031, + 308.4800109863281, + 308.4800109863281, + 313.1499938964844, + 312.739990234375, + 315.1000061035156, + 321.70001220703125, + 326.4200134277344, + 322.8699951171875, + 324.5, + 330.3500061035156, + 331.2200012207031, + 333.3999938964844, + 331.82000732421875, + 329.7699890136719 + ], + [ + 1.204545497894287, + 1.46875, + 1.7699999809265137, + 2.009999990463257, + 2.140000104904175, + 2.319999933242798, + 2.2799999713897705, + 2.2300000190734863, + 2.1500000953674316, + 2.319999933242798, + 2.390000104904175, + 2.2899999618530273, + 2.2100000381469727, + 2.200000047683716, + 2.0999999046325684, + 2.0999999046325684, + 2.2100000381469727, + 2.180000066757202, + 2.2899999618530273, + 2.369999885559082, + 2.259999990463257, + 2.0399999618530273, + 2.130000114440918, + 2.25, + 2.259999990463257, + 2.319999933242798, + 2.5299999713897705, + 2.809999942779541, + 3.2300000190734863, + 3.490000009536743, + 3.9200000762939453, + 4.440000057220459, + 4.75, + 5.210000038146973, + 5.489999771118164, + 5.900000095367432, + 6.420000076293945, + 6.630000114440918, + 6.929999828338623, + 7.159999847412109, + 7.349999904632568, + 7.980000019073486, + 8.329999923706055, + 8.739999771118164, + 8.880000114440918, + 8.9399995803833, + 8.84000015258789, + 9.199999809265137, + 9.350000381469727, + 9.970000267028809, + 10.40999984741211, + 11.210000038146973, + 11.489999771118164, + 11.510000228881836, + 11.739999771118164, + 11.880000114440918, + 11.65999984741211, + 11.8100004196167, + 11.979999542236328, + 12.039999961853027, + 12.289999961853027, + 12.539999961853027, + 12.449999809265137, + 12.569999694824219, + 12.479999542236328, + 12.880000114440918, + 12.609999656677246, + 12.989999771118164, + 13.079999923706055, + 13.289999961853027, + 13.380000114440918, + 13.449999809265137, + 13.539999961853027, + 13.859999656677246, + 13.569999694824219, + 13.470000267028809, + 14.3100004196167, + 14.279999732971191, + 14.5, + 14.529999732971191, + 14.829999923706055, + 15.039999961853027, + 14.5600004196167, + 14.930000305175781, + 15.34000015258789, + 15.180000305175781, + 15.880000114440918, + 16.06999969482422, + 16.309999465942383, + 16.649999618530273, + 15.979999542236328, + 15.829999923706055, + 15.5, + 15.609999656677246, + 15.949999809265137, + 15.399999618530273, + 16.190000534057617, + 16.229999542236328, + 16.350000381469727, + 16.190000534057617, + 16.139999389648438, + 17.200000762939453, + 17.329999923706055, + 17.5, + 17.729999542236328, + 18.25, + 18.969999313354492, + 19.09000015258789, + 19.270000457763672, + 19.280000686645508, + 19.229999542236328, + 19.139999389648438, + 18.90999984741211, + 19.100000381469727, + 18.450000762939453, + 18.540000915527344, + 18.850000381469727, + 19.030000686645508, + 19.5, + 19.190000534057617, + 19.31999969482422, + 19.739999771118164, + 20.030000686645508, + 20.8799991607666, + 21.030000686645508, + 21.31999969482422, + 22.09000015258789, + 22.469999313354492, + 23.149999618530273, + 23.649999618530273, + 23.68000030517578, + 24.0, + 24.09000015258789, + 23.940000534057617, + 24.030000686645508, + 24.389999389648438, + 23.649999618530273, + 24.209999084472656, + 23.450000762939453, + 23.559999465942383, + 23.790000915527344, + 23.899999618530273, + 25.229999542236328, + 28.5, + 28.950000762939453, + 29.110000610351562, + 29.209999084472656, + 29.040000915527344, + 28.90999984741211, + 28.989999771118164, + 28.709999084472656, + 26.079999923706055, + 25.889999389648438, + 26.18000030517578, + 26.450000762939453, + 26.770000457763672, + 26.270000457763672, + 26.43000030517578, + 26.1299991607666, + 25.209999084472656, + 24.450000762939453, + 24.600000381469727, + 24.8700008392334, + 25.020000457763672, + 25.940000534057617, + 26.719999313354492, + 26.8799991607666, + 27.889999389648438, + 29.280000686645508, + 30.049999237060547, + 30.829999923706055, + 31.229999542236328, + 31.850000381469727, + 32.459999084472656, + 33.220001220703125, + 33.09000015258789, + 33.7599983215332, + 33.959999084472656, + 34.2599983215332, + 34.15999984741211, + 34.9900016784668, + 37.119998931884766, + 37.34000015258789, + 36.779998779296875, + 36.5099983215332, + 37.72999954223633, + 38.150001525878906, + 39.52000045776367, + 39.68000030517578, + 41.720001220703125, + 42.91999816894531, + 43.060001373291016, + 42.41999816894531, + 43.75, + 45.040000915527344, + 45.209999084472656, + 45.70000076293945, + 45.86000061035156, + 44.5099983215332, + 44.33000183105469, + 43.88999938964844, + 43.54999923706055, + 43.529998779296875, + 44.040000915527344, + 44.439998626708984, + 43.779998779296875, + 43.34000015258789, + 44.560001373291016, + 44.02000045776367, + 45.33000183105469, + 45.47999954223633, + 44.09000015258789, + 44.099998474121094, + 43.470001220703125, + 42.97999954223633, + 42.790000915527344, + 44.619998931884766, + 45.189998626708984, + 45.119998931884766, + 45.68000030517578, + 45.45000076293945, + 46.04999923706055, + 45.959999084472656, + 48.33000183105469, + 47.040000915527344, + 46.810001373291016, + 48.2400016784668, + 46.33000183105469, + 44.400001525878906, + 43.61000061035156, + 43.16999816894531, + 43.68000030517578, + 42.86000061035156, + 44.619998931884766, + 43.72999954223633, + 44.400001525878906, + 45.66999816894531, + 45.189998626708984, + 46.22999954223633, + 47.0099983215332, + 47.290000915527344, + 48.400001525878906, + 49.619998931884766, + 49.75, + 49.90999984741211, + 48.619998931884766, + 49.16999816894531, + 49.400001525878906, + 51.119998931884766, + 52.38999938964844, + 52.56999969482422, + 54.5, + 54.720001220703125, + 53.56999969482422, + 52.599998474121094, + 54.0, + 58.11000061035156, + 59.02000045776367, + 58.529998779296875, + 57.810001373291016, + 56.4900016784668, + 57.75, + 56.81999969482422, + 56.22999954223633, + 57.31999969482422, + 58.36000061035156, + 62.0, + 61.47999954223633, + 59.060001373291016, + 58.9900016784668, + 60.529998779296875, + 62.79999923706055, + 63.02000045776367, + 60.349998474121094, + 60.65999984741211, + 63.220001220703125, + 65.66000366210938, + 66.81999969482422, + 67.04000091552734, + 65.2699966430664, + 66.48999786376953, + 67.26000213623047, + 68.30000305175781, + 67.80000305175781, + 67.9000015258789, + 70.61000061035156, + 75.48999786376953, + 75.86000061035156, + 73.80000305175781, + 70.66999816894531, + 68.54000091552734, + 70.37000274658203, + 70.41000366210938, + 70.6500015258789, + 71.19000244140625, + 73.30000305175781, + 75.47000122070312, + 76.16000366210938, + 72.66999816894531, + 74.48999786376953, + 75.38999938964844, + 76.41000366210938, + 79.26000213623047, + 80.87999725341797, + 81.01000213623047, + 81.93000030517578, + 86.25, + 87.69999694824219, + 87.5199966430664, + 85.83999633789062, + 86.47000122070312, + 86.4000015258789, + 83.88999938964844, + 83.62999725341797, + 83.29000091552734, + 82.62999725341797, + 79.76000213623047, + 79.08999633789062, + 79.47000122070312, + 78.05000305175781, + 77.37000274658203, + 71.19000244140625, + 72.94999694824219, + 71.0199966430664, + 72.06999969482422, + 71.61000061035156, + 73.20999908447266, + 75.83999633789062, + 77.93000030517578, + 82.12999725341797, + 84.37999725341797, + 84.83000183105469, + 82.54000091552734, + 84.54000091552734, + 90.83999633789062, + 91.36000061035156, + 91.18000030517578, + 93.44000244140625, + 95.5999984741211, + 95.33000183105469, + 95.58000183105469, + 95.58000183105469, + 93.58000183105469, + 90.7300033569336, + 95.43000030517578, + 95.62000274658203, + 97.16000366210938, + 94.97000122070312, + 91.48999786376953, + 96.63999938964844, + 98.69000244140625, + 98.0, + 96.75, + 95.76000213623047, + 98.3499984741211, + 97.11000061035156, + 94.5, + 96.54000091552734, + 96.27999877929688, + 94.29000091552734, + 96.0199966430664, + 98.11000061035156, + 97.69000244140625, + 98.56999969482422, + 99.81999969482422, + 97.29000091552734, + 100.41999816894531, + 100.81999969482422, + 99.58999633789062, + 99.55000305175781, + 100.22000122070312, + 98.2699966430664, + 94.58999633789062, + 97.0199966430664, + 92.55999755859375, + 95.47000122070312, + 96.20999908447266, + 94.02999877929688, + 91.94000244140625, + 94.08999633789062, + 92.30999755859375, + 93.80000305175781, + 97.12999725341797, + 96.80999755859375, + 98.0999984741211, + 101.16000366210938, + 102.5999984741211, + 103.30000305175781, + 105.61000061035156, + 103.20999908447266, + 103.58000183105469, + 99.19999694824219, + 98.45999908447266, + 98.87999725341797, + 96.4800033569336, + 100.4000015258789, + 97.95999908447266, + 102.81999969482422, + 107.70999908447266, + 105.33000183105469, + 111.4000015258789, + 109.04000091552734, + 105.76000213623047, + 107.41999816894531, + 107.48999786376953, + 106.44999694824219, + 106.13999938964844, + 110.41999816894531, + 111.37999725341797, + 111.1500015258789, + 107.66000366210938, + 106.44000244140625, + 100.16000366210938, + 103.52999877929688, + 99.97000122070312, + 101.4000015258789, + 101.48999786376953, + 101.12999725341797, + 102.0199966430664, + 102.69000244140625, + 103.55000305175781, + 101.02999877929688, + 99.44999694824219, + 100.19000244140625, + 97.4800033569336, + 96.0, + 97.83000183105469, + 96.80999755859375, + 100.44000244140625, + 102.16000366210938, + 105.94999694824219, + 105.62999725341797, + 105.62000274658203, + 105.80000305175781, + 106.12000274658203, + 107.2699966430664, + 110.98999786376953, + 109.66999816894531, + 110.58999633789062, + 114.63999938964844, + 109.97000122070312, + 107.51000213623047, + 103.41000366210938, + 102.68000030517578, + 104.36000061035156, + 105.81999969482422, + 108.44999694824219, + 109.87000274658203, + 113.63999938964844, + 115.87000274658203, + 115.08000183105469, + 112.79000091552734, + 120.20999908447266, + 121.12999725341797, + 118.91000366210938, + 123.56999969482422, + 123.9800033569336, + 130.5399932861328, + 132.6199951171875, + 130.4600067138672, + 133.39999389648438, + 131.72000122070312, + 130.27000427246094, + 127.98999786376953, + 124.52999877929688, + 125.68000030517578, + 125.62999725341797, + 122.47000122070312, + 120.87999725341797, + 123.83999633789062, + 126.11000061035156, + 125.62999725341797, + 117.66999816894531, + 116.23999786376953, + 116.80000305175781, + 118.38999938964844, + 121.37999725341797, + 121.77999877929688, + 119.62000274658203, + 121.91999816894531, + 121.91999816894531, + 123.55999755859375, + 128.86000061035156, + 127.94999694824219, + 122.93000030517578, + 123.11000061035156, + 124.77999877929688, + 128.6300048828125, + 126.41999816894531, + 127.30000305175781, + 120.48999786376953, + 121.33000183105469, + 123.66000366210938, + 129.5500030517578, + 132.42999267578125, + 137.36000061035156, + 134.7899932861328, + 132.27000427246094, + 136.32000732421875, + 137.02000427246094, + 136.52000427246094, + 143.5500030517578, + 139.85000610351562, + 145.91000366210938, + 144.99000549316406, + 145.02999877929688, + 144.72999572753906, + 136.63999938964844, + 135.47000122070312, + 131.07000732421875, + 125.0999984741211, + 121.87000274658203, + 122.66000366210938, + 121.13999938964844, + 120.79000091552734, + 120.27999877929688, + 117.66000366210938, + 114.08000183105469, + 116.83000183105469, + 115.87999725341797, + 117.68000030517578, + 117.38999938964844, + 118.51000213623047, + 117.69000244140625, + 122.68000030517578, + 130.41000366210938, + 132.6999969482422, + 134.77999877929688, + 134.8000030517578, + 134.2100067138672, + 131.8800048828125, + 137.08999633789062, + 136.36000061035156, + 135.10000610351562, + 139.8000030517578, + 139.4600067138672, + 142.38999938964844, + 146.60000610351562, + 152.92999267578125, + 156.02999877929688, + 157.35000610351562, + 154.19000244140625, + 154.8300018310547, + 154.25999450683594, + 157.35000610351562, + 159.94000244140625, + 168.77000427246094, + 169.77000427246094, + 169.8800048828125, + 169.32000732421875, + 168.44000244140625, + 170.0, + 168.27999877929688, + 161.8000030517578, + 156.89999389648438, + 152.92999267578125, + 157.5, + 157.50999450683594, + 156.44000244140625, + 152.94000244140625, + 153.92999267578125, + 148.07000732421875, + 143.0399932861328, + 152.44000244140625, + 152.92999267578125, + 149.97999572753906, + 151.5800018310547, + 151.86000061035156, + 157.08999633789062, + 162.16000366210938, + 163.6199951171875, + 157.8699951171875, + 159.41000366210938, + 161.14999389648438, + 161.75999450683594, + 159.97000122070312, + 160.27000427246094, + 161.82000732421875, + 156.77000427246094, + 151.42999267578125, + 155.7100067138672, + 156.3699951171875, + 156.6699981689453, + 157.88999938964844, + 158.50999450683594, + 158.27000427246094, + 156.27000427246094, + 157.69000244140625, + 159.47999572753906, + 157.9600067138672, + 152.19000244140625, + 153.1199951171875, + 151.42999267578125, + 150.80999755859375, + 147.11000061035156, + 144.8300018310547, + 143.60000610351562, + 139.75, + 134.10000610351562, + 129.1999969482422, + 131.75999450683594, + 130.99000549316406, + 135.3000030517578, + 130.50999450683594, + 131.44000244140625, + 134.67999267578125, + 134.4199981689453, + 142.27999877929688, + 141.4499969482422, + 150.63999938964844, + 152.0399932861328, + 150.83999633789062, + 152.55999755859375, + 152.5500030517578, + 147.7899932861328, + 155.0800018310547, + 154.47000122070312, + 152.8300018310547, + 158.36000061035156, + 163.77999877929688, + 167.8699951171875, + 170.85000610351562, + 165.5500030517578, + 162.64999389648438, + 164.63999938964844, + 164.16000366210938, + 169.99000549316406, + 173.52999877929688, + 176.82000732421875, + 183.55999755859375, + 190.52000427246094, + 197.27000427246094, + 195.67999267578125, + 202.67999267578125, + 204.8000030517578, + 200.75999450683594, + 201.08999633789062, + 199.92999267578125, + 200.0399932861328, + 202.82000732421875, + 208.32000732421875, + 207.4600067138672, + 212.17999267578125, + 209.0800018310547, + 209.36000061035156, + 213.80999755859375, + 219.3800048828125, + 216.60000610351562, + 210.39999389648438, + 205.72000122070312, + 200.02999877929688, + 199.24000549316406, + 199.13999938964844, + 196.2899932861328, + 194.9600067138672, + 191.52000427246094, + 188.61000061035156, + 183.0800018310547, + 180.02999877929688, + 175.99000549316406, + 177.16000366210938, + 173.5399932861328, + 166.99000549316406, + 164.44000244140625, + 168.57000732421875, + 171.1699981689453, + 170.3800048828125, + 169.14999389648438, + 166.41000366210938, + 166.1300048828125, + 167.07000732421875, + 169.10000610351562, + 175.77000427246094, + 177.3800048828125, + 178.75999450683594, + 186.8699951171875, + 188.57000732421875, + 174.64999389648438, + 175.9600067138672, + 176.05999755859375, + 171.07000732421875, + 171.25, + 172.35000610351562, + 174.74000549316406, + 176.2899932861328, + 178.11000061035156, + 172.10000610351562, + 168.3300018310547, + 167.2100067138672, + 168.3699951171875, + 167.83999633789062, + 166.00999450683594, + 169.38999938964844, + 177.4600067138672, + 175.47999572753906, + 181.4199981689453, + 184.1199951171875, + 183.25, + 188.3699951171875, + 191.63999938964844, + 191.13999938964844, + 196.13999938964844, + 198.22999572753906, + 202.02000427246094, + 198.8800048828125, + 198.8800048828125, + 192.5399932861328, + 197.0500030517578, + 190.50999450683594, + 195.24000549316406, + 201.75, + 200.6300048828125, + 198.22999572753906, + 197.1699981689453, + 199.6699981689453, + 194.2899932861328, + 194.0, + 191.92999267578125, + 192.2899932861328, + 185.14999389648438, + 189.02000427246094, + 191.16000366210938, + 193.52000427246094, + 196.16000366210938, + 193.2899932861328, + 194.3000030517578, + 187.49000549316406, + 189.57000732421875, + 186.92999267578125, + 188.92999267578125, + 186.9499969482422, + 186.1699981689453, + 183.0800018310547, + 182.05999755859375, + 184.9600067138672, + 190.55999755859375, + 189.6999969482422, + 191.11000061035156, + 194.5500030517578, + 192.0, + 196.27000427246094, + 201.1300048828125, + 199.1999969482422, + 194.97000122070312, + 191.83999633789062, + 198.66000366210938, + 204.75999450683594, + 208.42999267578125, + 210.08999633789062, + 209.85000610351562, + 210.97000122070312, + 210.25, + 212.27000427246094, + 214.5, + 213.8300018310547, + 206.4199981689453, + 204.7100067138672, + 202.17999267578125, + 200.5800018310547, + 201.05999755859375, + 195.2100067138672, + 198.52000427246094, + 197.82000732421875, + 188.97000122070312, + 194.7100067138672, + 192.4600067138672, + 196.67999267578125, + 199.91000366210938, + 203.9600067138672, + 202.55999755859375, + 207.8800048828125, + 210.49000549316406, + 211.4499969482422, + 211.9600067138672, + 211.2899932861328, + 209.41000366210938, + 213.0399932861328, + 218.61000061035156, + 217.72000122070312, + 217.7100067138672, + 217.07000732421875, + 211.75999450683594, + 214.74000549316406, + 210.11000061035156, + 209.6199951171875, + 209.92999267578125, + 203.02000427246094, + 198.02000427246094, + 196.4199981689453, + 205.33999633789062, + 206.2899932861328, + 205.1199951171875, + 210.3800048828125, + 214.58999633789062, + 217.6999969482422, + 219.3300018310547, + 215.42999267578125, + 213.49000549316406, + 216.22999572753906, + 216.25999450683594, + 222.86000061035156, + 230.5, + 226.8300018310547, + 234.5800018310547, + 235.47999572753906, + 240.02000427246094, + 243.9199981689453, + 244.22999572753906, + 250.80999755859375, + 244.52000427246094, + 243.47999572753906, + 240.89999389648438, + 241.75, + 240.27999877929688, + 240.27999877929688, + 246.0500030517578, + 239.6999969482422, + 242.60000610351562, + 243.24000549316406, + 242.27000427246094, + 242.55999755859375, + 240.97000122070312, + 242.64999389648438, + 240.4499969482422, + 233.89999389648438, + 235.02000427246094, + 234.6699981689453, + 234.52999877929688, + 230.3800048828125, + 232.47999572753906, + 231.27000427246094, + 228.69000244140625, + 236.6999969482422, + 233.99000549316406, + 232.05999755859375, + 226.77000427246094, + 224.69000244140625, + 223.5500030517578, + 220.8300018310547, + 218.00999450683594, + 225.3000030517578, + 228.82000732421875, + 226.6300048828125, + 228.44000244140625, + 228.69000244140625, + 232.44000244140625, + 232.11000061035156, + 230.36000061035156, + 232.27999877929688, + 227.91000366210938, + 234.8699951171875, + 237.80999755859375, + 242.5399932861328, + 238.8300018310547, + 244.0, + 245.9499969482422, + 244.52000427246094, + 238.77999877929688, + 232.74000549316406, + 231.08999633789062, + 228.69000244140625, + 225.27000427246094, + 221.50999450683594, + 225.3699951171875, + 226.25, + 229.30999755859375, + 231.72000122070312, + 233.00999450683594, + 233.97999572753906, + 235.5399932861328, + 236.32000732421875, + 238.52999877929688, + 241.80999755859375, + 239.24000549316406, + 243.47000122070312, + 249.16000366210938, + 254.3000030517578, + 255.25999450683594, + 253.5800018310547, + 263.1499938964844, + 265.75, + 262.2300109863281, + 266.8299865722656, + 260.29998779296875, + 258.70001220703125, + 255.9499969482422, + 253.72999572753906, + 253.8000030517578, + 248.52999877929688, + 245.3699951171875, + 245.0800018310547, + 247.35000610351562, + 252.10000610351562, + 252.72999572753906, + 251.7899932861328, + 249.8000030517578, + 254.58999633789062, + 251.74000549316406, + 249.38999938964844, + 249.41000366210938, + 255.1699981689453, + 252.3300018310547, + 252.83999633789062, + 247.41000366210938, + 249.41000366210938, + 245.0399932861328, + 248.6699981689453, + 249.47000122070312, + 247.52999877929688, + 252.1199951171875, + 250.2100067138672, + 249.3300018310547, + 246.3300018310547, + 247.80999755859375, + 255.3699951171875, + 255.42999267578125, + 257.3599853515625, + 257.4800109863281, + 252.25, + 254.91000366210938, + 250.72999572753906, + 249.3699951171875, + 252.55999755859375, + 258.67999267578125, + 257.3299865722656, + 260.489990234375, + 266.6300048828125, + 262.55999755859375, + 266.25, + 264.3800048828125, + 270.7300109863281, + 270.7300109863281, + 270.4200134277344, + 272.17999267578125, + 272.3500061035156, + 268.2300109863281, + 276.5400085449219, + 278.7699890136719, + 276.3599853515625, + 284.6099853515625, + 291.8299865722656, + 289.510009765625, + 286.79998779296875, + 286.17999267578125, + 286.7099914550781, + 277.82000732421875, + 280.1300048828125, + 280.4200134277344, + 278.1400146484375, + 281.04998779296875, + 279.260009765625, + 278.5799865722656, + 280.8299865722656, + 286.010009765625, + 283.8299865722656, + 279.760009765625, + 280.1600036621094, + 282.6099853515625, + 274.95001220703125, + 273.7900085449219, + 277.80999755859375, + 279.7900085449219, + 279.6499938964844, + 278.4200134277344, + 290.0, + 290.20001220703125, + 285.69000244140625, + 287.7300109863281, + 287.6199951171875, + 287.3500061035156, + 290.42999267578125, + 293.1499938964844, + 287.4599914550781, + 293.67999267578125, + 293.1499938964844, + 288.1499938964844, + 282.2300109863281, + 290.239990234375, + 291.5, + 293.42999267578125, + 292.1199951171875, + 294.1000061035156, + 297.8800048828125, + 294.1099853515625, + 293.79998779296875, + 290.5799865722656, + 288.82000732421875, + 287.260009765625, + 290.57000732421875, + 292.7900085449219, + 291.1199951171875, + 293.4700012207031, + 286.8399963378906, + 287.5199890136719, + 297.79998779296875, + 300.760009765625, + 305.9700012207031, + 305.75, + 305.489990234375, + 302.8699951171875 + ], + [ + 1.8571428060531616, + 2.034090995788574, + 2.049999952316284, + 1.809999942779541, + 1.850000023841858, + 2.0799999237060547, + 2.049999952316284, + 1.8700000047683716, + 1.9700000286102295, + 2.0199999809265137, + 2.009999990463257, + 2.0199999809265137, + 2.2899999618530273, + 2.3399999141693115, + 2.2200000286102295, + 2.180000066757202, + 2.1500000953674316, + 2.2200000286102295, + 2.2699999809265137, + 2.130000114440918, + 2.190000057220459, + 2.3299999237060547, + 2.309999942779541, + 2.369999885559082, + 2.4100000858306885, + 2.3399999141693115, + 2.380000114440918, + 2.4800000190734863, + 2.569999933242798, + 2.509999990463257, + 2.4000000953674316, + 2.25, + 2.119999885559082, + 2.1700000762939453, + 2.490000009536743, + 2.75, + 2.8399999141693115, + 3.0199999809265137, + 3.109999895095825, + 3.059999942779541, + 3.059999942779541, + 3.059999942779541, + 3.2699999809265137, + 3.9200000762939453, + 4.559999942779541, + 5.119999885559082, + 5.239999771118164, + 5.300000190734863, + 5.360000133514404, + 5.380000114440918, + 5.46999979019165, + 5.590000152587891, + 6.070000171661377, + 6.449999809265137, + 6.519999980926514, + 6.789999961853027, + 7.179999828338623, + 7.380000114440918, + 7.369999885559082, + 7.730000019073486, + 7.579999923706055, + 7.920000076293945, + 8.420000076293945, + 8.470000267028809, + 8.880000114440918, + 8.739999771118164, + 8.880000114440918, + 8.930000305175781, + 9.550000190734863, + 9.520000457763672, + 9.880000114440918, + 10.289999961853027, + 10.720000267028809, + 10.319999694824219, + 10.609999656677246, + 10.420000076293945, + 10.079999923706055, + 10.050000190734863, + 10.0, + 10.399999618530273, + 10.59000015258789, + 10.850000381469727, + 11.109999656677246, + 11.890000343322754, + 11.6899995803833, + 11.859999656677246, + 12.529999732971191, + 12.65999984741211, + 12.670000076293945, + 12.920000076293945, + 13.40999984741211, + 12.979999542236328, + 12.710000038146973, + 13.170000076293945, + 13.430000305175781, + 13.279999732971191, + 13.619999885559082, + 13.970000267028809, + 14.199999809265137, + 14.180000305175781, + 14.229999542236328, + 14.180000305175781, + 14.670000076293945, + 15.119999885559082, + 15.949999809265137, + 15.600000381469727, + 15.979999542236328, + 16.920000076293945, + 17.5, + 17.690000534057617, + 17.68000030517578, + 17.530000686645508, + 17.989999771118164, + 17.209999084472656, + 16.579999923706055, + 15.9399995803833, + 15.789999961853027, + 15.729999542236328, + 16.68000030517578, + 16.290000915527344, + 16.899999618530273, + 17.350000381469727, + 18.149999618530273, + 18.770000457763672, + 19.360000610351562, + 19.31999969482422, + 19.790000915527344, + 19.5, + 19.399999618530273, + 18.84000015258789, + 18.799999237060547, + 18.190000534057617, + 17.690000534057617, + 18.0, + 18.260000228881836, + 18.579999923706055, + 19.030000686645508, + 18.799999237060547, + 19.31999969482422, + 19.360000610351562, + 20.059999465942383, + 19.829999923706055, + 20.09000015258789, + 20.760000228881836, + 21.040000915527344, + 21.43000030517578, + 21.940000534057617, + 22.040000915527344, + 21.920000076293945, + 22.200000762939453, + 22.030000686645508, + 21.3700008392334, + 21.030000686645508, + 21.360000610351562, + 21.18000030517578, + 21.8799991607666, + 22.610000610351562, + 22.100000381469727, + 23.040000915527344, + 23.729999542236328, + 24.100000381469727, + 24.469999313354492, + 25.200000762939453, + 25.170000076293945, + 24.979999542236328, + 25.350000381469727, + 25.860000610351562, + 25.709999084472656, + 25.950000762939453, + 26.579999923706055, + 26.559999465942383, + 26.65999984741211, + 27.06999969482422, + 27.40999984741211, + 27.84000015258789, + 27.239999771118164, + 27.770000457763672, + 27.739999771118164, + 27.670000076293945, + 27.8700008392334, + 28.979999542236328, + 29.350000381469727, + 29.420000076293945, + 29.959999084472656, + 30.739999771118164, + 31.479999542236328, + 31.170000076293945, + 32.08000183105469, + 32.06999969482422, + 31.440000534057617, + 31.489999771118164, + 31.43000030517578, + 31.90999984741211, + 31.93000030517578, + 32.119998931884766, + 32.369998931884766, + 31.639999389648438, + 31.850000381469727, + 33.290000915527344, + 33.9900016784668, + 34.7400016784668, + 34.369998931884766, + 34.29999923706055, + 33.689998626708984, + 34.189998626708984, + 35.029998779296875, + 34.970001220703125, + 34.70000076293945, + 33.61000061035156, + 33.93000030517578, + 33.790000915527344, + 34.15999984741211, + 34.84000015258789, + 35.29999923706055, + 35.68000030517578, + 35.619998931884766, + 36.040000915527344, + 36.68000030517578, + 38.130001068115234, + 37.9900016784668, + 38.540000915527344, + 38.540000915527344, + 39.310001373291016, + 39.25, + 39.08000183105469, + 41.709999084472656, + 41.83000183105469, + 42.790000915527344, + 42.79999923706055, + 43.0099983215332, + 43.959999084472656, + 44.02000045776367, + 43.849998474121094, + 44.61000061035156, + 44.56999969482422, + 44.75, + 44.0, + 43.380001068115234, + 44.22999954223633, + 45.09000015258789, + 45.36000061035156, + 46.099998474121094, + 45.400001525878906, + 47.13999938964844, + 47.060001373291016, + 48.4900016784668, + 48.20000076293945, + 47.33000183105469, + 46.779998779296875, + 46.060001373291016, + 46.66999816894531, + 47.029998779296875, + 48.08000183105469, + 48.119998931884766, + 47.08000183105469, + 47.4900016784668, + 46.33000183105469, + 47.36000061035156, + 48.63999938964844, + 50.279998779296875, + 50.150001525878906, + 51.599998474121094, + 51.18000030517578, + 51.630001068115234, + 50.86000061035156, + 51.59000015258789, + 52.099998474121094, + 53.16999816894531, + 54.08000183105469, + 54.650001525878906, + 53.7400016784668, + 53.88999938964844, + 53.970001220703125, + 53.31999969482422, + 54.97999954223633, + 54.970001220703125, + 55.63999938964844, + 54.880001068115234, + 55.439998626708984, + 53.84000015258789, + 52.619998931884766, + 52.279998779296875, + 52.65999984741211, + 52.34000015258789, + 52.380001068115234, + 53.349998474121094, + 51.11000061035156, + 50.470001220703125, + 51.220001220703125, + 52.59000015258789, + 53.59000015258789, + 54.59000015258789, + 55.880001068115234, + 56.619998931884766, + 55.540000915527344, + 55.400001525878906, + 54.75, + 54.65999984741211, + 56.720001220703125, + 56.56999969482422, + 57.7400016784668, + 57.38999938964844, + 57.189998626708984, + 57.18000030517578, + 57.54999923706055, + 58.06999969482422, + 59.02000045776367, + 61.16999816894531, + 61.9900016784668, + 63.7400016784668, + 66.81999969482422, + 66.66000366210938, + 67.95999908447266, + 68.1500015258789, + 67.2300033569336, + 68.25, + 68.87000274658203, + 69.66999816894531, + 69.2699966430664, + 69.44999694824219, + 69.7300033569336, + 71.80000305175781, + 71.95999908447266, + 72.08999633789062, + 72.86000061035156, + 72.80999755859375, + 72.56999969482422, + 75.43000030517578, + 75.12000274658203, + 75.11000061035156, + 77.19000244140625, + 78.3499984741211, + 79.56999969482422, + 79.18000030517578, + 76.58000183105469, + 73.66999816894531, + 73.98999786376953, + 74.62000274658203, + 73.91000366210938, + 74.7300033569336, + 76.33999633789062, + 76.30999755859375, + 77.41999816894531, + 76.31999969482422, + 73.62000274658203, + 74.41000366210938, + 76.6500015258789, + 77.05000305175781, + 77.91000366210938, + 77.80999755859375, + 77.6500015258789, + 77.0, + 79.0999984741211, + 77.51000213623047, + 81.29000091552734, + 82.26000213623047, + 81.44999694824219, + 83.43000030517578, + 83.19999694824219, + 83.19999694824219, + 83.76000213623047, + 84.37000274658203, + 86.83000183105469, + 90.80000305175781, + 92.13999938964844, + 91.4800033569336, + 90.13999938964844, + 86.62999725341797, + 83.29000091552734, + 86.02999877929688, + 85.18000030517578, + 84.52999877929688, + 86.68000030517578, + 87.5199966430664, + 86.38999938964844, + 84.27999877929688, + 79.30999755859375, + 79.27999877929688, + 81.36000061035156, + 84.04000091552734, + 84.33000183105469, + 86.06999969482422, + 89.2300033569336, + 88.95999908447266, + 87.70999908447266, + 92.58999633789062, + 95.88999938964844, + 96.51000213623047, + 101.08000183105469, + 104.77999877929688, + 102.91999816894531, + 105.16000366210938, + 103.43000030517578, + 102.87000274658203, + 102.56999969482422, + 100.80000305175781, + 103.87999725341797, + 107.55000305175781, + 108.25, + 103.62000274658203, + 100.79000091552734, + 98.56999969482422, + 94.98999786376953, + 97.95999908447266, + 100.2300033569336, + 103.51000213623047, + 105.55999755859375, + 106.19000244140625, + 107.87999725341797, + 112.05000305175781, + 113.30000305175781, + 109.05999755859375, + 107.16000366210938, + 114.12999725341797, + 114.58000183105469, + 115.2699966430664, + 116.87000274658203, + 114.36000061035156, + 113.66999816894531, + 108.5199966430664, + 109.05000305175781, + 107.91000366210938, + 108.9800033569336, + 104.41999816894531, + 101.05999755859375, + 101.05000305175781, + 102.72000122070312, + 98.19000244140625, + 102.4800033569336, + 102.61000061035156, + 104.62999725341797, + 106.0, + 107.19000244140625, + 107.37999725341797, + 105.94999694824219, + 109.76000213623047, + 108.23999786376953, + 109.41999816894531, + 114.08000183105469, + 116.58000183105469, + 118.38999938964844, + 118.36000061035156, + 114.18000030517578, + 116.31999969482422, + 110.0, + 112.41000366210938, + 115.62999725341797, + 113.01000213623047, + 114.80999755859375, + 116.5999984741211, + 119.27999877929688, + 120.69999694824219, + 120.30000305175781, + 116.94999694824219, + 115.0999984741211, + 119.26000213623047, + 122.05999755859375, + 117.13999938964844, + 117.73999786376953, + 115.44000244140625, + 120.26000213623047, + 123.11000061035156, + 126.91999816894531, + 128.25, + 128.99000549316406, + 130.67999267578125, + 126.2699966430664, + 127.04000091552734, + 129.82000732421875, + 131.08999633789062, + 131.05999755859375, + 129.33999633789062, + 137.5800018310547, + 143.61000061035156, + 145.0800018310547, + 148.0, + 150.10000610351562, + 149.60000610351562, + 149.66000366210938, + 149.5800018310547, + 154.8000030517578, + 154.97999572753906, + 157.8300018310547, + 154.08999633789062, + 157.5399932861328, + 161.47000122070312, + 165.0399932861328, + 172.33999633789062, + 171.80999755859375, + 170.05999755859375, + 169.6999969482422, + 167.83999633789062, + 167.94000244140625, + 168.1300048828125, + 174.25, + 170.17999267578125, + 167.17999267578125, + 172.47999572753906, + 169.60000610351562, + 175.13999938964844, + 178.16000366210938, + 178.0, + 175.88999938964844, + 176.02000427246094, + 174.75999450683594, + 178.22999572753906, + 175.8800048828125, + 175.7100067138672, + 174.25999450683594, + 176.32000732421875, + 172.97000122070312, + 172.10000610351562, + 174.35000610351562, + 171.13999938964844, + 167.64999389648438, + 165.16000366210938, + 171.05999755859375, + 165.88999938964844, + 165.3000030517578, + 167.5, + 165.52000427246094, + 163.94000244140625, + 161.67999267578125, + 162.8300018310547, + 167.38999938964844, + 175.47999572753906, + 168.52999877929688, + 166.27000427246094, + 163.35000610351562, + 166.02999877929688, + 168.14999389648438, + 171.3300018310547, + 169.27999877929688, + 169.1300048828125, + 166.82000732421875, + 166.27000427246094, + 159.02999877929688, + 159.44000244140625, + 152.1699981689453, + 157.25999450683594, + 149.74000549316406, + 148.16000366210938, + 142.17999267578125, + 145.72999572753906, + 144.5800018310547, + 144.5800018310547, + 143.89999389648438, + 144.49000549316406, + 143.35000610351562, + 141.4199981689453, + 142.97000122070312, + 142.5800018310547, + 140.3699951171875, + 142.5800018310547, + 144.67999267578125, + 143.38999938964844, + 146.47000122070312, + 147.8000030517578, + 152.25999450683594, + 153.39999389648438, + 153.82000732421875, + 159.30999755859375, + 162.07000732421875, + 166.14999389648438, + 165.6300048828125, + 168.27000427246094, + 165.61000061035156, + 167.41000366210938, + 168.0500030517578, + 176.38999938964844, + 174.14999389648438, + 174.8800048828125, + 176.61000061035156, + 180.0800018310547, + 177.99000549316406, + 171.5500030517578, + 174.05999755859375, + 171.32000732421875, + 167.6699981689453, + 168.3699951171875, + 175.39999389648438, + 179.2899932861328, + 184.41000366210938, + 185.47999572753906, + 185.7100067138672, + 185.42999267578125, + 186.5399932861328, + 185.9499969482422, + 185.9600067138672, + 184.52999877929688, + 182.0800018310547, + 183.92999267578125, + 185.69000244140625, + 184.0800018310547, + 184.92999267578125, + 191.47000122070312, + 191.64999389648438, + 183.6300048828125, + 179.13999938964844, + 179.2100067138672, + 173.6300048828125, + 176.0, + 177.83999633789062, + 179.67999267578125, + 178.8300018310547, + 181.3699951171875, + 181.02999877929688, + 185.13999938964844, + 185.24000549316406, + 191.9600067138672, + 190.77000427246094, + 192.16000366210938, + 197.83999633789062, + 197.1199951171875, + 197.6300048828125, + 193.69000244140625, + 194.38999938964844, + 196.30999755859375, + 198.9199981689453, + 198.52999877929688, + 189.25, + 188.75999450683594, + 188.97000122070312, + 192.4499969482422, + 190.0399932861328, + 193.8000030517578, + 194.7100067138672, + 198.27000427246094, + 193.9499969482422, + 195.74000549316406, + 196.99000549316406, + 194.1999969482422, + 191.97000122070312, + 195.32000732421875, + 207.02000427246094, + 201.8300018310547, + 204.8699951171875, + 207.9600067138672, + 206.6199951171875, + 201.3300018310547, + 202.67999267578125, + 210.0, + 209.38999938964844, + 210.83999633789062, + 216.41000366210938, + 219.6199951171875, + 216.7899932861328, + 210.97000122070312, + 214.63999938964844, + 213.0800018310547, + 213.24000549316406, + 218.33999633789062, + 214.8800048828125, + 211.80999755859375, + 221.07000732421875, + 217.64999389648438, + 212.57000732421875, + 218.3800048828125, + 219.97999572753906, + 221.67999267578125, + 220.1300048828125, + 222.57000732421875, + 218.60000610351562, + 217.83999633789062, + 217.67999267578125, + 218.91000366210938, + 220.94000244140625, + 219.57000732421875, + 215.22999572753906, + 213.7100067138672, + 212.02999877929688, + 210.6300048828125, + 209.92999267578125, + 217.80999755859375, + 219.6699981689453, + 219.82000732421875, + 214.5399932861328, + 206.5, + 199.52000427246094, + 196.8800048828125, + 196.52000427246094, + 199.55999755859375, + 201.30999755859375, + 200.58999633789062, + 206.11000061035156, + 208.1199951171875, + 211.4600067138672, + 210.35000610351562, + 212.30999755859375, + 212.9499969482422, + 213.6199951171875, + 209.57000732421875, + 211.1699981689453, + 216.4199981689453, + 220.24000549316406, + 225.77000427246094, + 231.7899932861328, + 229.07000732421875, + 234.72999572753906, + 234.94000244140625, + 239.24000549316406, + 234.94000244140625, + 235.8300018310547, + 234.5800018310547, + 232.74000549316406, + 235.32000732421875, + 241.7100067138672, + 245.91000366210938, + 244.25, + 250.02999877929688, + 253.0, + 251.77000427246094, + 254.22000122070312, + 248.38999938964844, + 242.7899932861328, + 249.6999969482422, + 254.11000061035156, + 252.5500030517578, + 248.6999969482422, + 246.50999450683594, + 242.67999267578125, + 249.9199981689453, + 248.42999267578125, + 238.25, + 235.8699951171875, + 236.55999755859375, + 231.8800048828125, + 232.94000244140625, + 229.47999572753906, + 229.16000366210938, + 229.7100067138672, + 227.36000061035156, + 230.00999450683594, + 220.2100067138672, + 212.2100067138672, + 211.32000732421875, + 206.52999877929688, + 202.4499969482422, + 200.49000549316406, + 203.1199951171875, + 207.0, + 196.89999389648438, + 195.75999450683594, + 197.8699951171875, + 192.6199951171875, + 192.9499969482422, + 188.25, + 193.11000061035156, + 197.10000610351562, + 196.3000030517578, + 207.32000732421875, + 209.88999938964844, + 206.9499969482422, + 216.5500030517578, + 224.50999450683594, + 225.05999755859375, + 221.5500030517578, + 218.0800018310547, + 219.27999877929688, + 223.8000030517578, + 225.47999572753906, + 231.38999938964844, + 233.49000549316406, + 234.83999633789062, + 237.89999389648438, + 228.6199951171875, + 227.4499969482422, + 216.5399932861328, + 213.41000366210938, + 213.49000549316406, + 213.3800048828125, + 209.6199951171875, + 206.69000244140625, + 208.4600067138672, + 208.6300048828125, + 213.5, + 218.5500030517578, + 221.47999572753906, + 220.67999267578125, + 219.97000122070312, + 218.17999267578125, + 219.52000427246094, + 215.0, + 218.13999938964844, + 226.16000366210938, + 226.8800048828125, + 229.47000122070312, + 233.86000061035156, + 232.4600067138672, + 229.63999938964844, + 232.80999755859375, + 232.2100067138672, + 234.6699981689453, + 234.6699981689453, + 232.05999755859375, + 229.63999938964844, + 226.38999938964844, + 222.22000122070312, + 222.25, + 222.42999267578125, + 229.77000427246094, + 230.55999755859375, + 231.22000122070312, + 233.47000122070312, + 231.19000244140625, + 238.8800048828125, + 242.58999633789062, + 242.50999450683594, + 237.25999450683594, + 239.4499969482422, + 245.97999572753906, + 240.36000061035156, + 245.9600067138672, + 248.4600067138672, + 253.4199981689453, + 250.58999633789062, + 257.30999755859375, + 252.7100067138672, + 251.27000427246094, + 247.86000061035156, + 248.82000732421875, + 250.91000366210938, + 253.75, + 251.1300048828125, + 254.0, + 255.89999389648438, + 266.6300048828125, + 268.2200012207031, + 264.17999267578125, + 261.8599853515625, + 260.32000732421875, + 261.8399963378906, + 259.4599914550781, + 255.86000061035156, + 257.260009765625, + 256.9100036621094, + 260.07000732421875, + 254.72000122070312, + 253.2100067138672, + 255.4199981689453, + 261.3800048828125, + 266.42999267578125, + 265.8500061035156, + 262.7699890136719, + 258.989990234375, + 258.1499938964844, + 260.9599914550781, + 261.9100036621094, + 261.07000732421875, + 267.0, + 261.7099914550781, + 262.82000732421875, + 266.3399963378906, + 269.3599853515625, + 268.75, + 270.17999267578125, + 269.989990234375, + 271.70001220703125, + 266.9800109863281, + 267.7799987792969, + 267.2099914550781, + 263.1600036621094, + 261.1499938964844, + 256.4599914550781, + 260.5, + 259.0799865722656, + 256.20001220703125, + 256.6499938964844, + 259.7799987792969, + 262.5799865722656, + 261.30999755859375, + 259.4100036621094, + 258.2799987792969, + 257.57000732421875, + 263.6400146484375, + 261.8500061035156, + 266.0899963378906, + 267.6099853515625, + 271.3599853515625, + 266.3900146484375, + 273.30999755859375, + 278.9700012207031, + 277.0799865722656, + 274.07000732421875, + 270.3900146484375, + 275.5, + 277.9100036621094, + 277.3699951171875, + 277.2699890136719, + 276.70001220703125, + 282.6099853515625, + 283.92999267578125, + 284.94000244140625, + 279.67999267578125, + 280.4700012207031, + 280.5, + 281.5899963378906, + 278.0799865722656, + 280.05999755859375, + 281.0400085449219, + 278.1000061035156, + 276.7900085449219, + 281.6099853515625, + 285.760009765625, + 285.1199951171875, + 285.29998779296875, + 285.239990234375, + 289.239990234375, + 284.9100036621094, + 288.739990234375, + 285.010009765625, + 283.3599853515625, + 291.8800048828125, + 294.8900146484375, + 293.6400146484375, + 293.54998779296875, + 290.6400146484375, + 292.0799865722656, + 291.0400085449219, + 292.6099853515625, + 298.760009765625, + 298.3900146484375, + 300.80999755859375, + 298.6499938964844, + 303.4800109863281, + 303.2699890136719, + 306.45001220703125, + 304.1300048828125, + 308.29998779296875, + 303.3900146484375, + 309.6499938964844, + 306.0899963378906, + 309.0400085449219, + 309.3599853515625, + 309.55999755859375, + 311.2900085449219, + 310.5199890136719, + 311.2300109863281, + 310.45001220703125, + 308.55999755859375, + 305.3399963378906, + 307.9700012207031, + 308.32000732421875, + 308.0, + 308.3299865722656, + 307.8699951171875, + 301.70001220703125, + 299.6700134277344, + 295.5199890136719, + 299.3399963378906, + 296.79998779296875, + 292.79998779296875, + 288.0400085449219, + 288.6400146484375, + 287.19000244140625, + 288.5199890136719, + 290.1400146484375, + 290.739990234375, + 296.010009765625, + 296.55999755859375, + 301.5299987792969, + 304.70001220703125, + 298.5299987792969, + 302.5400085449219, + 301.2099914550781, + 300.92999267578125, + 305.25, + 297.8999938964844, + 298.6700134277344, + 300.69000244140625, + 308.82000732421875, + 311.7300109863281, + 322.3599853515625, + 324.04998779296875, + 327.3599853515625, + 326.25, + 325.489990234375, + 334.1700134277344, + 329.44000244140625, + 328.8999938964844, + 331.19000244140625, + 326.6099853515625, + 327.70001220703125, + 329.0899963378906, + 329.6499938964844, + 324.1499938964844, + 320.54998779296875, + 324.5799865722656, + 326.7099914550781, + 324.260009765625, + 320.80999755859375, + 320.04998779296875, + 317.6000061035156, + 319.5400085449219, + 316.6300048828125, + 316.8900146484375, + 322.7300109863281, + 313.6300048828125, + 312.92999267578125, + 312.9800109863281 + ] + ], + "strengths": [ + [ + -0.13857150077819824, + -0.23197805881500244, + 0.24000000953674316, + 0.75, + 0.559999942779541, + 0.6100000143051147, + 1.0799999237060547, + 1.0199999809265137, + 0.7899999618530273, + 1.0699999332427979, + 1.3499999046325684, + 1.8999998569488525, + 2.3499999046325684, + 2.9499998092651367, + 3.2599997520446777, + 2.989999771118164, + 3.2300000190734863, + 3.559999942779541, + 3.9499998092651367, + 4.019999980926514, + 4.079999923706055, + 4.579999923706055, + 4.960000038146973, + 5.590000152587891, + 6.230000019073486, + 6.579999923706055, + 6.920000076293945, + 6.880000114440918, + 6.869999885559082, + 6.960000038146973, + 7.359999656677246, + 7.409999847412109, + 7.649999618530273, + 7.899999618530273, + 7.829999923706055, + 8.1899995803833, + 8.510000228881836, + 8.649999618530273, + 8.479999542236328, + 8.380000114440918, + 8.539999961853027, + 8.859999656677246, + 9.229999542236328, + 9.34000015258789, + 9.600000381469727, + 9.989999771118164, + 9.930000305175781, + 10.069999694824219, + 10.449999809265137, + 10.769999504089355, + 10.850000381469727, + 11.25, + 11.430000305175781, + 11.3100004196167, + 11.470000267028809, + 11.75, + 12.239999771118164, + 12.369999885559082, + 12.460000038146973, + 13.079999923706055, + 13.699999809265137, + 13.569999694824219, + 13.829999923706055, + 13.84000015258789, + 14.260000228881836, + 14.239999771118164, + 14.109999656677246, + 14.010000228881836, + 14.220000267028809, + 14.65999984741211, + 15.249999046325684, + 15.660000801086426, + 16.509998321533203, + 16.75, + 16.830001831054688, + 16.84000015258789, + 16.849998474121094, + 16.15999984741211, + 15.949999809265137, + 16.540000915527344, + 17.06999969482422, + 17.919998168945312, + 17.979999542236328, + 19.060001373291016, + 19.419998168945312, + 19.610000610351562, + 19.580001831054688, + 19.279998779296875, + 19.630001068115234, + 19.790000915527344, + 20.419998168945312, + 20.060001373291016, + 20.990001678466797, + 22.220001220703125, + 22.119998931884766, + 22.349998474121094, + 22.740001678466797, + 22.439998626708984, + 22.869998931884766, + 22.330001831054688, + 22.369998931884766, + 22.15999984741211, + 22.630001068115234, + 22.56999969482422, + 22.380001068115234, + 22.529998779296875, + 22.669998168945312, + 22.689998626708984, + 23.220001220703125, + 23.389999389648438, + 23.290000915527344, + 23.959999084472656, + 24.119998931884766, + 25.15999984741211, + 25.34000015258789, + 25.31999969482422, + 25.81999969482422, + 25.560001373291016, + 25.639999389648438, + 25.740001678466797, + 25.610000610351562, + 25.610000610351562, + 25.25, + 25.25, + 25.419998168945312, + 25.779998779296875, + 25.610000610351562, + 26.470001220703125, + 27.049999237060547, + 27.979999542236328, + 28.810001373291016, + 29.810001373291016, + 30.470001220703125, + 31.19000244140625, + 32.29999923706055, + 32.86000061035156, + 33.70000076293945, + 35.540000915527344, + 35.85000228881836, + 36.209999084472656, + 36.2400016784668, + 37.17000198364258, + 37.34000015258789, + 37.13999938964844, + 36.92000198364258, + 36.77000045776367, + 37.630001068115234, + 35.36000061035156, + 36.27000045776367, + 35.36000061035156, + 35.76000213623047, + 35.61000061035156, + 35.810001373291016, + 35.95000076293945, + 35.9900016784668, + 36.40999984741211, + 37.35000228881836, + 37.900001525878906, + 37.67000198364258, + 37.28000259399414, + 38.15999984741211, + 37.37000274658203, + 37.60000228881836, + 38.5, + 38.65999984741211, + 38.92000198364258, + 39.18000030517578, + 38.560001373291016, + 38.53000259399414, + 38.790000915527344, + 38.92000198364258, + 39.69000244140625, + 40.47999954223633, + 40.35000228881836, + 40.28000259399414, + 41.31999969482422, + 40.95000076293945, + 41.37000274658203, + 42.130001068115234, + 43.15999984741211, + 44.70000076293945, + 45.35000228881836, + 46.13999938964844, + 45.86000061035156, + 46.18000030517578, + 46.36000061035156, + 46.47999954223633, + 48.62000274658203, + 48.47999954223633, + 50.20000076293945, + 53.11000061035156, + 52.4900016784668, + 51.380001068115234, + 50.130001068115234, + 50.45000076293945, + 52.27000045776367, + 53.06999969482422, + 52.540000915527344, + 50.720001220703125, + 50.62000274658203, + 51.93000030517578, + 53.630001068115234, + 51.08000183105469, + 52.11000061035156, + 52.10000228881836, + 56.03000259399414, + 55.22999954223633, + 54.900001525878906, + 54.130001068115234, + 56.85000228881836, + 57.970001220703125, + 60.33000183105469, + 59.290000915527344, + 57.17000198364258, + 57.37000274658203, + 57.810001373291016, + 57.45000076293945, + 54.56999969482422, + 55.150001525878906, + 56.02000045776367, + 56.2400016784668, + 54.68000030517578, + 50.42000198364258, + 50.209999084472656, + 49.76000213623047, + 48.92000198364258, + 49.43000030517578, + 48.69000244140625, + 49.15999984741211, + 50.720001220703125, + 50.54999923706055, + 50.69000244140625, + 51.77000045776367, + 53.68000030517578, + 54.310001373291016, + 57.63999938964844, + 58.70000076293945, + 61.67000198364258, + 62.910003662109375, + 62.959999084472656, + 64.31999969482422, + 65.05000305175781, + 65.37999725341797, + 66.62000274658203, + 65.81999969482422, + 64.27999877929688, + 65.5, + 64.52000427246094, + 65.52000427246094, + 65.54000091552734, + 64.54000091552734, + 63.98999786376953, + 63.77000427246094, + 64.05000305175781, + 64.11000061035156, + 64.77000427246094, + 64.20000457763672, + 66.31999969482422, + 66.5, + 68.94000244140625, + 69.73999786376953, + 69.62000274658203, + 68.4800033569336, + 69.87999725341797, + 71.22000122070312, + 74.16000366210938, + 73.81999969482422, + 73.9800033569336, + 75.76000213623047, + 76.48999786376953, + 74.41000366210938, + 74.62999725341797, + 74.33000183105469, + 73.80999755859375, + 72.93000030517578, + 73.7300033569336, + 73.02000427246094, + 73.51000213623047, + 71.59000396728516, + 70.66000366210938, + 70.0, + 67.77999877929688, + 69.83000183105469, + 71.3499984741211, + 72.61000061035156, + 70.19000244140625, + 71.95999908447266, + 73.01000213623047, + 74.45000457763672, + 75.63999938964844, + 74.87000274658203, + 74.72000122070312, + 75.70999908447266, + 75.08000183105469, + 77.12000274658203, + 77.30000305175781, + 79.16999816894531, + 80.5999984741211, + 80.01000213623047, + 78.86000061035156, + 78.38999938964844, + 76.02999877929688, + 75.26000213623047, + 75.13999938964844, + 75.93000030517578, + 79.91999816894531, + 79.95000457763672, + 79.87999725341797, + 74.80999755859375, + 75.97000122070312, + 73.02999877929688, + 75.84000396728516, + 81.06999969482422, + 84.27999877929688, + 87.08000183105469, + 89.6500015258789, + 89.93000030517578, + 89.16999816894531, + 89.12000274658203, + 86.91000366210938, + 87.34000396728516, + 87.61000061035156, + 86.8499984741211, + 90.80999755859375, + 89.63999938964844, + 84.95999908447266, + 85.52999877929688, + 87.37000274658203, + 84.55999755859375, + 86.34000396728516, + 89.04000091552734, + 86.91999816894531, + 87.02999877929688, + 90.6500015258789, + 94.3499984741211, + 94.68000030517578, + 91.12999725341797, + 91.36000061035156, + 93.08000183105469, + 91.66000366210938, + 85.75, + 87.3499984741211, + 92.4800033569336, + 89.29000091552734, + 90.19000244140625, + 90.87000274658203, + 90.4800033569336, + 88.68000030517578, + 88.20999908447266, + 91.20000457763672, + 94.33000183105469, + 93.83000183105469, + 93.37999725341797, + 94.45999908447266, + 95.13999938964844, + 91.76000213623047, + 92.22000122070312, + 96.98999786376953, + 98.80999755859375, + 99.31999969482422, + 98.80000305175781, + 95.27999877929688, + 96.12000274658203, + 92.80000305175781, + 93.5999984741211, + 92.30999755859375, + 93.5999984741211, + 94.9800033569336, + 96.6500015258789, + 95.55000305175781, + 97.7300033569336, + 96.56999969482422, + 100.52000427246094, + 100.29000091552734, + 103.38999938964844, + 109.81999969482422, + 111.66999816894531, + 113.20999908447266, + 114.06999969482422, + 114.0999984741211, + 114.79000091552734, + 119.34000396728516, + 118.91999816894531, + 117.80000305175781, + 118.9800033569336, + 119.11000061035156, + 117.86000061035156, + 116.08000183105469, + 115.41000366210938, + 112.27999877929688, + 113.19000244140625, + 118.18000030517578, + 117.38999938964844, + 119.3499984741211, + 124.20000457763672, + 124.13999938964844, + 124.2300033569336, + 126.98999786376953, + 128.08999633789062, + 126.25, + 127.5999984741211, + 125.66000366210938, + 127.70000457763672, + 132.77999877929688, + 129.89999389648438, + 130.29998779296875, + 121.47000122070312, + 126.9699935913086, + 128.92999267578125, + 129.20999145507812, + 129.62998962402344, + 127.98999786376953, + 127.3499984741211, + 127.8600082397461, + 131.4399871826172, + 126.79999542236328, + 127.89000701904297, + 123.95999908447266, + 118.29000091552734, + 120.77000427246094, + 122.84000396728516, + 119.11000061035156, + 113.02000427246094, + 112.55999755859375, + 111.08000183105469, + 108.36000061035156, + 117.69000244140625, + 116.87999725341797, + 115.9800033569336, + 118.91999816894531, + 126.19000244140625, + 128.6899871826172, + 131.57998657226562, + 138.58999633789062, + 142.00999450683594, + 147.8199920654297, + 145.67999267578125, + 153.72999572753906, + 160.25999450683594, + 159.4399871826172, + 162.37998962402344, + 165.0399932861328, + 162.12998962402344, + 161.26998901367188, + 162.6899871826172, + 158.08999633789062, + 157.02999877929688, + 158.0699920654297, + 162.08999633789062, + 159.7899932861328, + 158.95999145507812, + 155.77999877929688, + 161.3199920654297, + 155.25, + 152.52999877929688, + 155.88999938964844, + 156.09999084472656, + 155.52999877929688, + 154.9099884033203, + 158.47999572753906, + 166.83999633789062, + 170.97999572753906, + 176.57998657226562, + 174.9099884033203, + 168.6199951171875, + 165.76998901367188, + 169.2899932861328, + 166.25, + 158.1999969482422, + 158.30999755859375, + 153.37998962402344, + 148.61000061035156, + 146.86000061035156, + 146.62998962402344, + 141.27999877929688, + 133.3699951171875, + 132.45999145507812, + 127.32999420166016, + 128.27999877929688, + 130.95999145507812, + 126.25, + 121.66999816894531, + 126.95000457763672, + 125.6500015258789, + 127.07999420166016, + 130.76998901367188, + 133.7899932861328, + 132.739990234375, + 131.77999877929688, + 137.45999145507812, + 135.72999572753906, + 131.17999267578125, + 136.80999755859375, + 140.57998657226562, + 141.13999938964844, + 137.97999572753906, + 139.84999084472656, + 139.87998962402344, + 143.75, + 144.75999450683594, + 143.30999755859375, + 145.55999755859375, + 148.29998779296875, + 151.86000061035156, + 153.0399932861328, + 154.14999389648438, + 158.87998962402344, + 157.75999450683594, + 154.9499969482422, + 154.0, + 159.50999450683594, + 169.7899932861328, + 175.42999267578125, + 176.9399871826172, + 173.9099884033203, + 172.3199920654297, + 171.14999389648438, + 175.01998901367188, + 173.42999267578125, + 167.17999267578125, + 166.1899871826172, + 160.00999450683594, + 155.6899871826172, + 156.30999755859375, + 158.13999938964844, + 154.14999389648438, + 149.25999450683594, + 147.26998901367188, + 140.22999572753906, + 139.45999145507812, + 143.0, + 139.6999969482422, + 140.97999572753906, + 143.38999938964844, + 144.57998657226562, + 147.3199920654297, + 148.84999084472656, + 152.38999938964844, + 149.57998657226562, + 149.59999084472656, + 154.37998962402344, + 153.8699951171875, + 153.14999389648438, + 157.84999084472656, + 162.55999755859375, + 160.55999755859375, + 165.61000061035156, + 172.95999145507812, + 171.36000061035156, + 169.80999755859375, + 167.6599884033203, + 164.97999572753906, + 169.6699981689453, + 174.75999450683594, + 168.4099884033203, + 166.27999877929688, + 163.6199951171875, + 166.22999572753906, + 166.71998596191406, + 171.25999450683594, + 172.7899932861328, + 175.38999938964844, + 172.00999450683594, + 171.26998901367188, + 168.71998596191406, + 172.63999938964844, + 174.83999633789062, + 173.9199981689453, + 174.95999145507812, + 173.9399871826172, + 174.17999267578125, + 178.3199920654297, + 179.87998962402344, + 183.1999969482422, + 185.75, + 185.9399871826172, + 182.14999389648438, + 180.9099884033203, + 175.1999969482422, + 178.1899871826172, + 176.34999084472656, + 175.27999877929688, + 172.80999755859375, + 173.32998657226562, + 170.9399871826172, + 176.76998901367188, + 174.70999145507812, + 174.1899871826172, + 170.87998962402344, + 167.46998596191406, + 160.46998596191406, + 159.2899932861328, + 158.1899871826172, + 157.62998962402344, + 162.82998657226562, + 160.20999145507812, + 160.42999267578125, + 165.9099884033203, + 162.0, + 163.75999450683594, + 166.3699951171875, + 166.9399871826172, + 169.39999389648438, + 178.75, + 181.55999755859375, + 181.6599884033203, + 187.61000061035156, + 194.79998779296875, + 199.1599884033203, + 201.25, + 207.63999938964844, + 205.50999450683594, + 214.14999389648438, + 212.58999633789062, + 210.62998962402344, + 221.89999389648438, + 216.26998901367188, + 207.13999938964844, + 201.12998962402344, + 194.92999267578125, + 190.76998901367188, + 192.38999938964844, + 184.38999938964844, + 180.00999450683594, + 180.0699920654297, + 169.7899932861328, + 168.9199981689453, + 166.1699981689453, + 162.55999755859375, + 166.1599884033203, + 164.9499969482422, + 157.08999633789062, + 155.38999938964844, + 169.42999267578125, + 170.42999267578125, + 171.29998779296875, + 170.08999633789062, + 170.739990234375, + 171.489990234375, + 168.89999389648438, + 172.30999755859375, + 177.80999755859375, + 170.70999145507812, + 172.7899932861328, + 174.88999938964844, + 179.6999969482422, + 180.2899932861328, + 187.14999389648438, + 188.17999267578125, + 179.79998779296875, + 182.77999877929688, + 186.84999084472656, + 190.9099884033203, + 190.3199920654297, + 188.64999389648438, + 187.9199981689453, + 191.86000061035156, + 190.83999633789062, + 197.00999450683594, + 197.95999145507812, + 197.25, + 190.52999877929688, + 183.86000061035156, + 182.14999389648438, + 183.45999145507812, + 186.02999877929688, + 187.59999084472656, + 185.34999084472656, + 183.1599884033203, + 180.9399871826172, + 185.87998962402344, + 188.1199951171875, + 190.46998596191406, + 191.00999450683594, + 191.55999755859375, + 188.67999267578125, + 188.5, + 195.7899932861328, + 192.9499969482422, + 197.59999084472656, + 195.09999084472656, + 193.84999084472656, + 181.72999572753906, + 183.739990234375, + 181.1699981689453, + 184.12998962402344, + 184.26998901367188, + 175.75, + 176.32998657226562, + 175.1199951171875, + 181.72999572753906, + 181.09999084472656, + 182.01998901367188, + 187.62998962402344, + 183.71998596191406, + 181.7899932861328, + 178.5, + 185.08999633789062, + 192.989990234375, + 202.00999450683594, + 204.0399932861328, + 203.33999633789062, + 204.4199981689453, + 208.12998962402344, + 215.17999267578125, + 210.9199981689453, + 212.51998901367188, + 211.34999084472656, + 207.84999084472656, + 217.95999145507812, + 216.02999877929688, + 218.8699951171875, + 222.12998962402344, + 231.38999938964844, + 232.13999938964844, + 230.39999389648438, + 224.88999938964844, + 225.1199951171875, + 225.11000061035156, + 225.26998901367188, + 222.70999145507812, + 223.47999572753906, + 225.9499969482422, + 229.6899871826172, + 228.5699920654297, + 233.55999755859375, + 223.87998962402344, + 223.46998596191406, + 221.30999755859375, + 217.75999450683594, + 218.59999084472656, + 210.7899932861328, + 207.51998901367188, + 208.6999969482422, + 206.3699951171875, + 210.05999755859375, + 210.01998901367188, + 200.71998596191406, + 190.36000061035156, + 182.5399932861328, + 177.32998657226562, + 173.42999267578125, + 174.12998962402344, + 173.54998779296875, + 177.1599884033203, + 181.6199951171875, + 184.04998779296875, + 191.9099884033203, + 192.13999938964844, + 199.6899871826172, + 198.1599884033203, + 197.80999755859375, + 194.1899871826172, + 196.37998962402344, + 199.5, + 206.39999389648438, + 213.84999084472656, + 220.1599884033203, + 224.42999267578125, + 222.71998596191406, + 218.739990234375, + 213.3199920654297, + 204.3699951171875, + 202.489990234375, + 201.32998657226562, + 203.26998901367188, + 200.67999267578125, + 201.36000061035156, + 209.36000061035156, + 218.6599884033203, + 221.1199951171875, + 218.0399932861328, + 213.739990234375, + 209.50999450683594, + 209.9199981689453, + 211.1699981689453, + 213.64999389648438, + 214.71998596191406, + 221.8199920654297, + 223.6199951171875, + 219.75, + 214.13999938964844, + 210.12998962402344, + 203.4099884033203, + 193.63999938964844, + 186.989990234375, + 187.1199951171875, + 189.26998901367188, + 186.70999145507812, + 186.95999145507812, + 188.04998779296875, + 187.92999267578125, + 187.76998901367188, + 194.14999389648438, + 198.26998901367188, + 193.92999267578125, + 195.0699920654297, + 196.95999145507812, + 198.96998596191406, + 205.05999755859375, + 204.00999450683594, + 205.4199981689453, + 210.21998596191406, + 217.1199951171875, + 217.07998657226562, + 221.47999572753906, + 227.5699920654297, + 230.25, + 231.5, + 232.22999572753906, + 233.4399871826172, + 236.22999572753906, + 230.12998962402344, + 233.239990234375, + 232.5699920654297, + 229.29998779296875, + 229.9499969482422, + 232.4199981689453, + 232.25999450683594, + 229.61000061035156, + 227.62998962402344, + 227.1699981689453, + 227.72999572753906, + 229.20999145507812, + 232.77999877929688, + 227.30999755859375, + 230.32998657226562, + 227.11000061035156, + 223.3199920654297, + 225.01998901367188, + 235.62998962402344, + 231.9099884033203, + 232.36000061035156, + 233.1899871826172, + 233.88999938964844, + 229.55999755859375, + 229.01998901367188, + 227.07998657226562, + 226.0, + 219.6999969482422, + 215.5399932861328, + 211.00999450683594, + 214.84999084472656, + 211.11000061035156, + 210.2899932861328, + 208.08999633789062, + 206.42999267578125, + 208.9199981689453, + 212.6199951171875, + 215.4199981689453, + 218.9099884033203, + 218.2899932861328, + 224.25, + 220.92999267578125, + 226.29998779296875, + 233.46998596191406, + 241.9399871826172, + 252.61000061035156, + 251.45999145507812, + 255.6999969482422, + 254.5699920654297, + 253.6699981689453, + 257.9700012207031, + 264.1000061035156, + 264.05999755859375, + 267.0400085449219, + 265.0899963378906, + 266.33001708984375, + 276.25, + 273.8500061035156, + 271.3500061035156, + 268.2300109863281, + 268.6800231933594, + 268.4300231933594, + 265.7300109863281, + 263.5299987792969, + 260.6499938964844, + 262.95001220703125, + 265.0, + 264.2400207519531, + 264.8399963378906, + 264.71002197265625, + 259.57000732421875, + 260.5, + 257.57000732421875, + 252.7899932861328, + 241.17999267578125, + 245.3199920654297, + 246.9399871826172, + 250.89999389648438, + 258.7799987792969, + 261.6400146484375, + 258.6700134277344, + 262.8600158691406, + 270.8900146484375, + 268.5, + 268.2300109863281, + 272.8699951171875, + 280.2200012207031, + 280.9700012207031, + 274.9700012207031, + 278.6000061035156, + 279.7300109863281, + 279.32000732421875, + 284.8399963378906, + 292.2799987792969, + 297.55999755859375, + 298.57000732421875, + 295.8399963378906, + 287.5899963378906, + 286.2799987792969, + 288.3000183105469, + 285.80999755859375, + 281.8699951171875, + 279.45001220703125, + 280.4300231933594, + 275.8800048828125, + 274.1300048828125, + 265.3800048828125, + 273.3399963378906, + 270.83001708984375, + 266.5400085449219, + 266.0400085449219, + 263.2900085449219, + 267.02001953125, + 271.260009765625, + 273.2900085449219, + 271.46002197265625, + 275.3900146484375, + 278.82000732421875, + 275.96002197265625, + 271.7300109863281, + 273.6700134277344, + 274.4900207519531, + 274.19000244140625, + 269.3999938964844, + 267.8699951171875, + 265.57000732421875, + 270.0, + 274.2200012207031, + 275.7799987792969, + 280.9700012207031, + 271.94000244140625, + 269.07000732421875, + 261.3000183105469, + 261.70001220703125, + 266.75, + 268.1000061035156, + 265.3600158691406, + 265.3600158691406, + 269.80999755859375, + 272.77001953125, + 267.6000061035156, + 271.0299987792969, + 277.6199951171875, + 284.5299987792969, + 294.0, + 297.260009765625, + 301.9900207519531, + 303.4900207519531, + 310.4300231933594, + 309.7799987792969, + 310.3900146484375, + 312.5299987792969, + 314.8500061035156, + 322.2200012207031, + 326.83001708984375, + 331.8399963378906, + 327.8500061035156, + 329.7400207519531, + 327.44000244140625, + 328.8399963378906, + 327.80999755859375, + 329.46002197265625, + 327.02001953125, + 324.1300048828125, + 324.02001953125, + 317.1600036621094, + 316.08001708984375, + 314.3999938964844, + 311.4900207519531, + 310.5899963378906, + 312.510009765625, + 319.3900146484375, + 311.52001953125, + 310.510009765625, + 307.27001953125, + 307.27001953125, + 311.94000244140625, + 311.5299987792969, + 313.8900146484375, + 320.4900207519531, + 325.21002197265625, + 321.6600036621094, + 323.2900085449219, + 329.1400146484375, + 330.010009765625, + 332.19000244140625, + 330.6100158691406, + 328.55999755859375 + ], + [ + -0.005454540252685547, + 0.25874996185302734, + 0.559999942779541, + 0.7999999523162842, + 0.9300000667572021, + 1.1099998950958252, + 1.0699999332427979, + 1.0199999809265137, + 0.940000057220459, + 1.1099998950958252, + 1.1800000667572021, + 1.0799999237060547, + 1.0, + 0.9900000095367432, + 0.8899998664855957, + 0.8899998664855957, + 1.0, + 0.9700000286102295, + 1.0799999237060547, + 1.1599998474121094, + 1.0499999523162842, + 0.8299999237060547, + 0.9200000762939453, + 1.0399999618530273, + 1.0499999523162842, + 1.1099998950958252, + 1.3199999332427979, + 1.5999999046325684, + 2.0199999809265137, + 2.2799999713897705, + 2.7100000381469727, + 3.2300000190734863, + 3.5399999618530273, + 4.0, + 4.279999732971191, + 4.690000057220459, + 5.210000038146973, + 5.420000076293945, + 5.71999979019165, + 5.949999809265137, + 6.139999866485596, + 6.769999980926514, + 7.119999885559082, + 7.529999732971191, + 7.670000076293945, + 7.729999542236328, + 7.630000114440918, + 7.989999771118164, + 8.140000343322754, + 8.760000228881836, + 9.199999809265137, + 10.0, + 10.279999732971191, + 10.300000190734863, + 10.529999732971191, + 10.670000076293945, + 10.449999809265137, + 10.600000381469727, + 10.769999504089355, + 10.829999923706055, + 11.079999923706055, + 11.329999923706055, + 11.239999771118164, + 11.359999656677246, + 11.269999504089355, + 11.670000076293945, + 11.399999618530273, + 11.779999732971191, + 11.869999885559082, + 12.079999923706055, + 12.170000076293945, + 12.239999771118164, + 12.329999923706055, + 12.649999618530273, + 12.359999656677246, + 12.260000228881836, + 13.100000381469727, + 13.069999694824219, + 13.289999961853027, + 13.319999694824219, + 13.619999885559082, + 13.829999923706055, + 13.350000381469727, + 13.720000267028809, + 14.130000114440918, + 13.970000267028809, + 14.670000076293945, + 14.859999656677246, + 15.09999942779541, + 15.4399995803833, + 14.769999504089355, + 14.619999885559082, + 14.289999961853027, + 14.399999618530273, + 14.739999771118164, + 14.1899995803833, + 14.980000495910645, + 15.019999504089355, + 15.140000343322754, + 14.980000495910645, + 14.929999351501465, + 15.99000072479248, + 16.119998931884766, + 16.290000915527344, + 16.520000457763672, + 17.040000915527344, + 17.759998321533203, + 17.880001068115234, + 18.060001373291016, + 18.06999969482422, + 18.020000457763672, + 17.93000030517578, + 17.700000762939453, + 17.889999389648438, + 17.240001678466797, + 17.330001831054688, + 17.639999389648438, + 17.81999969482422, + 18.290000915527344, + 17.979999542236328, + 18.110000610351562, + 18.529998779296875, + 18.81999969482422, + 19.669998168945312, + 19.81999969482422, + 20.110000610351562, + 20.880001068115234, + 21.259998321533203, + 21.939998626708984, + 22.439998626708984, + 22.470001220703125, + 22.790000915527344, + 22.880001068115234, + 22.729999542236328, + 22.81999969482422, + 23.18000030517578, + 22.439998626708984, + 23.0, + 22.240001678466797, + 22.349998474121094, + 22.580001831054688, + 22.689998626708984, + 24.020000457763672, + 27.290000915527344, + 27.740001678466797, + 27.900001525878906, + 28.0, + 27.830001831054688, + 27.700000762939453, + 27.779998779296875, + 27.5, + 24.869998931884766, + 24.68000030517578, + 24.970001220703125, + 25.240001678466797, + 25.560001373291016, + 25.060001373291016, + 25.220001220703125, + 24.919998168945312, + 24.0, + 23.240001678466797, + 23.389999389648438, + 23.65999984741211, + 23.810001373291016, + 24.729999542236328, + 25.509998321533203, + 25.669998168945312, + 26.68000030517578, + 28.06999969482422, + 28.84000015258789, + 29.619998931884766, + 30.020000457763672, + 30.639999389648438, + 31.25, + 32.01000213623047, + 31.880001068115234, + 32.54999923706055, + 32.75, + 33.04999923706055, + 32.95000076293945, + 33.78000259399414, + 35.90999984741211, + 36.130001068115234, + 35.56999969482422, + 35.29999923706055, + 36.52000045776367, + 36.94000244140625, + 38.310001373291016, + 38.470001220703125, + 40.51000213623047, + 41.709999084472656, + 41.85000228881836, + 41.209999084472656, + 42.540000915527344, + 43.83000183105469, + 44.0, + 44.4900016784668, + 44.650001525878906, + 43.29999923706055, + 43.12000274658203, + 42.68000030517578, + 42.34000015258789, + 42.31999969482422, + 42.83000183105469, + 43.22999954223633, + 42.56999969482422, + 42.130001068115234, + 43.35000228881836, + 42.810001373291016, + 44.12000274658203, + 44.27000045776367, + 42.880001068115234, + 42.88999938964844, + 42.26000213623047, + 41.77000045776367, + 41.58000183105469, + 43.40999984741211, + 43.97999954223633, + 43.90999984741211, + 44.470001220703125, + 44.2400016784668, + 44.84000015258789, + 44.75, + 47.12000274658203, + 45.83000183105469, + 45.60000228881836, + 47.03000259399414, + 45.12000274658203, + 43.19000244140625, + 42.400001525878906, + 41.959999084472656, + 42.470001220703125, + 41.650001525878906, + 43.40999984741211, + 42.52000045776367, + 43.19000244140625, + 44.459999084472656, + 43.97999954223633, + 45.02000045776367, + 45.79999923706055, + 46.08000183105469, + 47.19000244140625, + 48.40999984741211, + 48.540000915527344, + 48.70000076293945, + 47.40999984741211, + 47.959999084472656, + 48.19000244140625, + 49.90999984741211, + 51.18000030517578, + 51.36000061035156, + 53.290000915527344, + 53.51000213623047, + 52.36000061035156, + 51.38999938964844, + 52.790000915527344, + 56.900001525878906, + 57.810001373291016, + 57.31999969482422, + 56.60000228881836, + 55.28000259399414, + 56.540000915527344, + 55.61000061035156, + 55.02000045776367, + 56.11000061035156, + 57.150001525878906, + 60.790000915527344, + 60.27000045776367, + 57.85000228881836, + 57.78000259399414, + 59.31999969482422, + 61.59000015258789, + 61.810001373291016, + 59.13999938964844, + 59.45000076293945, + 62.01000213623047, + 64.45000457763672, + 65.61000061035156, + 65.83000183105469, + 64.05999755859375, + 65.27999877929688, + 66.05000305175781, + 67.09000396728516, + 66.59000396728516, + 66.69000244140625, + 69.4000015258789, + 74.27999877929688, + 74.6500015258789, + 72.59000396728516, + 69.45999908447266, + 67.33000183105469, + 69.16000366210938, + 69.20000457763672, + 69.44000244140625, + 69.9800033569336, + 72.09000396728516, + 74.26000213623047, + 74.95000457763672, + 71.45999908447266, + 73.27999877929688, + 74.18000030517578, + 75.20000457763672, + 78.05000305175781, + 79.66999816894531, + 79.80000305175781, + 80.72000122070312, + 85.04000091552734, + 86.48999786376953, + 86.30999755859375, + 84.62999725341797, + 85.26000213623047, + 85.19000244140625, + 82.68000030517578, + 82.41999816894531, + 82.08000183105469, + 81.41999816894531, + 78.55000305175781, + 77.87999725341797, + 78.26000213623047, + 76.84000396728516, + 76.16000366210938, + 69.9800033569336, + 71.73999786376953, + 69.80999755859375, + 70.86000061035156, + 70.4000015258789, + 72.0, + 74.62999725341797, + 76.72000122070312, + 80.91999816894531, + 83.16999816894531, + 83.62000274658203, + 81.33000183105469, + 83.33000183105469, + 89.62999725341797, + 90.1500015258789, + 89.97000122070312, + 92.2300033569336, + 94.38999938964844, + 94.12000274658203, + 94.37000274658203, + 94.37000274658203, + 92.37000274658203, + 89.52000427246094, + 94.22000122070312, + 94.41000366210938, + 95.95000457763672, + 93.76000213623047, + 90.27999877929688, + 95.43000030517578, + 97.4800033569336, + 96.79000091552734, + 95.54000091552734, + 94.55000305175781, + 97.13999938964844, + 95.9000015258789, + 93.29000091552734, + 95.33000183105469, + 95.06999969482422, + 93.08000183105469, + 94.80999755859375, + 96.9000015258789, + 96.4800033569336, + 97.36000061035156, + 98.61000061035156, + 96.08000183105469, + 99.20999908447266, + 99.61000061035156, + 98.37999725341797, + 98.34000396728516, + 99.01000213623047, + 97.05999755859375, + 93.37999725341797, + 95.80999755859375, + 91.3499984741211, + 94.26000213623047, + 95.0, + 92.81999969482422, + 90.7300033569336, + 92.87999725341797, + 91.0999984741211, + 92.59000396728516, + 95.91999816894531, + 95.5999984741211, + 96.88999938964844, + 99.95000457763672, + 101.38999938964844, + 102.09000396728516, + 104.4000015258789, + 102.0, + 102.37000274658203, + 97.98999786376953, + 97.25, + 97.66999816894531, + 95.27000427246094, + 99.19000244140625, + 96.75, + 101.61000061035156, + 106.5, + 104.12000274658203, + 110.19000244140625, + 107.83000183105469, + 104.55000305175781, + 106.20999908447266, + 106.27999877929688, + 105.23999786376953, + 104.93000030517578, + 109.20999908447266, + 110.16999816894531, + 109.94000244140625, + 106.45000457763672, + 105.2300033569336, + 98.95000457763672, + 102.31999969482422, + 98.76000213623047, + 100.19000244140625, + 100.27999877929688, + 99.91999816894531, + 100.80999755859375, + 101.4800033569336, + 102.34000396728516, + 99.81999969482422, + 98.23999786376953, + 98.9800033569336, + 96.27000427246094, + 94.79000091552734, + 96.62000274658203, + 95.5999984741211, + 99.2300033569336, + 100.95000457763672, + 104.73999786376953, + 104.41999816894531, + 104.41000366210938, + 104.59000396728516, + 104.91000366210938, + 106.05999755859375, + 109.77999877929688, + 108.45999908447266, + 109.37999725341797, + 113.43000030517578, + 108.76000213623047, + 106.30000305175781, + 102.20000457763672, + 101.47000122070312, + 103.1500015258789, + 104.61000061035156, + 107.23999786376953, + 108.66000366210938, + 112.43000030517578, + 114.66000366210938, + 113.87000274658203, + 111.58000183105469, + 119.0, + 119.91999816894531, + 117.70000457763672, + 122.36000061035156, + 122.77000427246094, + 129.32998657226562, + 131.4099884033203, + 129.25, + 132.1899871826172, + 130.50999450683594, + 129.05999755859375, + 126.77999877929688, + 123.31999969482422, + 124.47000122070312, + 124.41999816894531, + 121.26000213623047, + 119.66999816894531, + 122.62999725341797, + 124.9000015258789, + 124.41999816894531, + 116.45999908447266, + 115.02999877929688, + 115.59000396728516, + 117.18000030517578, + 120.16999816894531, + 120.56999969482422, + 118.41000366210938, + 120.70999908447266, + 120.70999908447266, + 122.3499984741211, + 127.6500015258789, + 126.73999786376953, + 121.72000122070312, + 121.9000015258789, + 123.56999969482422, + 127.42000579833984, + 125.20999908447266, + 126.09000396728516, + 119.27999877929688, + 120.12000274658203, + 122.45000457763672, + 128.33999633789062, + 131.21998596191406, + 136.14999389648438, + 133.57998657226562, + 131.05999755859375, + 135.11000061035156, + 135.80999755859375, + 135.30999755859375, + 142.33999633789062, + 138.63999938964844, + 144.6999969482422, + 143.77999877929688, + 143.8199920654297, + 143.51998901367188, + 135.42999267578125, + 134.25999450683594, + 129.86000061035156, + 123.88999938964844, + 120.66000366210938, + 121.45000457763672, + 119.93000030517578, + 119.58000183105469, + 119.06999969482422, + 116.45000457763672, + 112.87000274658203, + 115.62000274658203, + 114.66999816894531, + 116.47000122070312, + 116.18000030517578, + 117.30000305175781, + 116.4800033569336, + 121.47000122070312, + 129.1999969482422, + 131.489990234375, + 133.5699920654297, + 133.58999633789062, + 133.0, + 130.6699981689453, + 135.87998962402344, + 135.14999389648438, + 133.88999938964844, + 138.58999633789062, + 138.25, + 141.17999267578125, + 145.38999938964844, + 151.71998596191406, + 154.8199920654297, + 156.13999938964844, + 152.97999572753906, + 153.6199951171875, + 153.04998779296875, + 156.13999938964844, + 158.72999572753906, + 167.55999755859375, + 168.55999755859375, + 168.6699981689453, + 168.11000061035156, + 167.22999572753906, + 168.7899932861328, + 167.0699920654297, + 160.58999633789062, + 155.6899871826172, + 151.71998596191406, + 156.2899932861328, + 156.29998779296875, + 155.22999572753906, + 151.72999572753906, + 152.71998596191406, + 146.86000061035156, + 141.82998657226562, + 151.22999572753906, + 151.71998596191406, + 148.76998901367188, + 150.3699951171875, + 150.64999389648438, + 155.87998962402344, + 160.9499969482422, + 162.4099884033203, + 156.6599884033203, + 158.1999969482422, + 159.9399871826172, + 160.54998779296875, + 158.75999450683594, + 159.05999755859375, + 160.61000061035156, + 155.55999755859375, + 150.21998596191406, + 154.5, + 155.1599884033203, + 155.45999145507812, + 156.67999267578125, + 157.29998779296875, + 157.05999755859375, + 155.05999755859375, + 156.47999572753906, + 158.26998901367188, + 156.75, + 150.97999572753906, + 151.9099884033203, + 150.21998596191406, + 149.59999084472656, + 145.89999389648438, + 143.6199951171875, + 142.38999938964844, + 138.5399932861328, + 132.88999938964844, + 127.98999786376953, + 130.54998779296875, + 129.77999877929688, + 134.08999633789062, + 129.29998779296875, + 130.22999572753906, + 133.46998596191406, + 133.20999145507812, + 141.0699920654297, + 140.239990234375, + 149.42999267578125, + 150.82998657226562, + 149.62998962402344, + 151.34999084472656, + 151.33999633789062, + 146.57998657226562, + 153.8699951171875, + 153.25999450683594, + 151.6199951171875, + 157.14999389648438, + 162.5699920654297, + 166.6599884033203, + 169.63999938964844, + 164.33999633789062, + 161.4399871826172, + 163.42999267578125, + 162.9499969482422, + 168.77999877929688, + 172.3199920654297, + 175.61000061035156, + 182.34999084472656, + 189.30999755859375, + 196.05999755859375, + 194.46998596191406, + 201.46998596191406, + 203.58999633789062, + 199.54998779296875, + 199.87998962402344, + 198.71998596191406, + 198.82998657226562, + 201.61000061035156, + 207.11000061035156, + 206.25, + 210.96998596191406, + 207.8699951171875, + 208.14999389648438, + 212.59999084472656, + 218.1699981689453, + 215.38999938964844, + 209.1899871826172, + 204.50999450683594, + 198.8199920654297, + 198.02999877929688, + 197.92999267578125, + 195.07998657226562, + 193.75, + 190.30999755859375, + 187.39999389648438, + 181.8699951171875, + 178.8199920654297, + 174.77999877929688, + 175.9499969482422, + 172.32998657226562, + 165.77999877929688, + 163.22999572753906, + 167.36000061035156, + 169.95999145507812, + 169.1699981689453, + 167.9399871826172, + 165.1999969482422, + 164.9199981689453, + 165.86000061035156, + 167.88999938964844, + 174.55999755859375, + 176.1699981689453, + 177.54998779296875, + 185.6599884033203, + 187.36000061035156, + 173.4399871826172, + 174.75, + 174.84999084472656, + 169.86000061035156, + 170.0399932861328, + 171.13999938964844, + 173.52999877929688, + 175.07998657226562, + 176.89999389648438, + 170.88999938964844, + 167.1199951171875, + 166.0, + 167.1599884033203, + 166.62998962402344, + 164.79998779296875, + 168.17999267578125, + 176.25, + 174.26998901367188, + 180.20999145507812, + 182.9099884033203, + 182.0399932861328, + 187.1599884033203, + 190.42999267578125, + 189.92999267578125, + 194.92999267578125, + 197.01998901367188, + 200.80999755859375, + 197.6699981689453, + 197.6699981689453, + 191.32998657226562, + 195.83999633789062, + 189.29998779296875, + 194.02999877929688, + 200.5399932861328, + 199.4199981689453, + 197.01998901367188, + 195.95999145507812, + 198.45999145507812, + 193.07998657226562, + 192.7899932861328, + 190.71998596191406, + 191.07998657226562, + 183.9399871826172, + 187.80999755859375, + 189.9499969482422, + 192.30999755859375, + 194.9499969482422, + 192.07998657226562, + 193.08999633789062, + 186.27999877929688, + 188.36000061035156, + 185.71998596191406, + 187.71998596191406, + 185.739990234375, + 184.95999145507812, + 181.8699951171875, + 180.84999084472656, + 183.75, + 189.34999084472656, + 188.489990234375, + 189.89999389648438, + 193.33999633789062, + 190.7899932861328, + 195.05999755859375, + 199.9199981689453, + 197.989990234375, + 193.75999450683594, + 190.62998962402344, + 197.4499969482422, + 203.54998779296875, + 207.21998596191406, + 208.87998962402344, + 208.63999938964844, + 209.75999450683594, + 209.0399932861328, + 211.05999755859375, + 213.2899932861328, + 212.6199951171875, + 205.20999145507812, + 203.5, + 200.96998596191406, + 199.3699951171875, + 199.84999084472656, + 194.0, + 197.30999755859375, + 196.61000061035156, + 187.75999450683594, + 193.5, + 191.25, + 195.46998596191406, + 198.6999969482422, + 202.75, + 201.34999084472656, + 206.6699981689453, + 209.27999877929688, + 210.239990234375, + 210.75, + 210.07998657226562, + 208.1999969482422, + 211.82998657226562, + 217.39999389648438, + 216.50999450683594, + 216.5, + 215.86000061035156, + 210.54998779296875, + 213.52999877929688, + 208.89999389648438, + 208.4099884033203, + 208.71998596191406, + 201.80999755859375, + 196.80999755859375, + 195.20999145507812, + 204.12998962402344, + 205.07998657226562, + 203.9099884033203, + 209.1699981689453, + 213.37998962402344, + 216.489990234375, + 218.1199951171875, + 214.21998596191406, + 212.27999877929688, + 215.01998901367188, + 215.04998779296875, + 221.64999389648438, + 229.2899932861328, + 225.6199951171875, + 233.3699951171875, + 234.26998901367188, + 238.80999755859375, + 242.70999145507812, + 243.01998901367188, + 249.59999084472656, + 243.30999755859375, + 242.26998901367188, + 239.6899871826172, + 240.5399932861328, + 239.0699920654297, + 239.0699920654297, + 244.83999633789062, + 238.489990234375, + 241.38999938964844, + 242.02999877929688, + 241.05999755859375, + 241.34999084472656, + 239.75999450683594, + 241.4399871826172, + 239.239990234375, + 232.6899871826172, + 233.80999755859375, + 233.45999145507812, + 233.3199920654297, + 229.1699981689453, + 231.26998901367188, + 230.05999755859375, + 227.47999572753906, + 235.489990234375, + 232.77999877929688, + 230.84999084472656, + 225.55999755859375, + 223.47999572753906, + 222.33999633789062, + 219.6199951171875, + 216.79998779296875, + 224.08999633789062, + 227.61000061035156, + 225.4199981689453, + 227.22999572753906, + 227.47999572753906, + 231.22999572753906, + 230.89999389648438, + 229.14999389648438, + 231.0699920654297, + 226.6999969482422, + 233.6599884033203, + 236.59999084472656, + 241.32998657226562, + 237.6199951171875, + 242.7899932861328, + 244.739990234375, + 243.30999755859375, + 237.5699920654297, + 231.52999877929688, + 229.87998962402344, + 227.47999572753906, + 224.05999755859375, + 220.29998779296875, + 224.1599884033203, + 225.0399932861328, + 228.09999084472656, + 230.50999450683594, + 231.79998779296875, + 232.76998901367188, + 234.32998657226562, + 235.11000061035156, + 237.3199920654297, + 240.59999084472656, + 238.02999877929688, + 242.25999450683594, + 247.9499969482422, + 253.08999633789062, + 254.04998779296875, + 252.3699951171875, + 261.94000244140625, + 264.5400085449219, + 261.02001953125, + 265.6199951171875, + 259.0899963378906, + 257.4900207519531, + 254.739990234375, + 252.51998901367188, + 252.58999633789062, + 247.3199920654297, + 244.1599884033203, + 243.8699951171875, + 246.13999938964844, + 250.88999938964844, + 251.51998901367188, + 250.57998657226562, + 248.58999633789062, + 253.37998962402344, + 250.52999877929688, + 248.17999267578125, + 248.1999969482422, + 253.95999145507812, + 251.1199951171875, + 251.62998962402344, + 246.1999969482422, + 248.1999969482422, + 243.82998657226562, + 247.45999145507812, + 248.25999450683594, + 246.3199920654297, + 250.9099884033203, + 249.0, + 248.1199951171875, + 245.1199951171875, + 246.59999084472656, + 254.1599884033203, + 254.21998596191406, + 256.1499938964844, + 256.27001953125, + 251.0399932861328, + 253.6999969482422, + 249.51998901367188, + 248.1599884033203, + 251.34999084472656, + 257.4700012207031, + 256.1199951171875, + 259.2799987792969, + 265.4200134277344, + 261.3500061035156, + 265.0400085449219, + 263.1700134277344, + 269.52001953125, + 269.52001953125, + 269.21002197265625, + 270.9700012207031, + 271.1400146484375, + 267.02001953125, + 275.33001708984375, + 277.55999755859375, + 275.1499938964844, + 283.3999938964844, + 290.6199951171875, + 288.3000183105469, + 285.5899963378906, + 284.9700012207031, + 285.5, + 276.6100158691406, + 278.9200134277344, + 279.21002197265625, + 276.9300231933594, + 279.8399963378906, + 278.0500183105469, + 277.3699951171875, + 279.6199951171875, + 284.8000183105469, + 282.6199951171875, + 278.5500183105469, + 278.95001220703125, + 281.3999938964844, + 273.7400207519531, + 272.58001708984375, + 276.6000061035156, + 278.58001708984375, + 278.44000244140625, + 277.21002197265625, + 288.7900085449219, + 288.9900207519531, + 284.4800109863281, + 286.52001953125, + 286.4100036621094, + 286.1400146484375, + 289.2200012207031, + 291.94000244140625, + 286.25, + 292.4700012207031, + 291.94000244140625, + 286.94000244140625, + 281.02001953125, + 289.0299987792969, + 290.2900085449219, + 292.2200012207031, + 290.9100036621094, + 292.8900146484375, + 296.6700134277344, + 292.8999938964844, + 292.5899963378906, + 289.3699951171875, + 287.6100158691406, + 286.0500183105469, + 289.3600158691406, + 291.58001708984375, + 289.9100036621094, + 292.260009765625, + 285.6300048828125, + 286.30999755859375, + 296.5899963378906, + 299.5500183105469, + 304.760009765625, + 304.5400085449219, + 304.2799987792969, + 301.6600036621094 + ], + [ + 0.647142767906189, + 0.8240909576416016, + 0.8399999141693115, + 0.5999999046325684, + 0.6399999856948853, + 0.869999885559082, + 0.8399999141693115, + 0.6599999666213989, + 0.7599999904632568, + 0.809999942779541, + 0.7999999523162842, + 0.809999942779541, + 1.0799999237060547, + 1.1299998760223389, + 1.0099999904632568, + 0.9700000286102295, + 0.940000057220459, + 1.0099999904632568, + 1.059999942779541, + 0.9200000762939453, + 0.9800000190734863, + 1.119999885559082, + 1.0999999046325684, + 1.1599998474121094, + 1.2000000476837158, + 1.1299998760223389, + 1.1700000762939453, + 1.2699999809265137, + 1.3599998950958252, + 1.2999999523162842, + 1.190000057220459, + 1.0399999618530273, + 0.9099998474121094, + 0.9600000381469727, + 1.2799999713897705, + 1.5399999618530273, + 1.6299998760223389, + 1.809999942779541, + 1.8999998569488525, + 1.8499999046325684, + 1.8499999046325684, + 1.8499999046325684, + 2.059999942779541, + 2.7100000381469727, + 3.3499999046325684, + 3.9099998474121094, + 4.029999732971191, + 4.090000152587891, + 4.150000095367432, + 4.170000076293945, + 4.259999752044678, + 4.380000114440918, + 4.860000133514404, + 5.239999771118164, + 5.309999942779541, + 5.579999923706055, + 5.96999979019165, + 6.170000076293945, + 6.159999847412109, + 6.519999980926514, + 6.369999885559082, + 6.710000038146973, + 7.210000038146973, + 7.260000228881836, + 7.670000076293945, + 7.529999732971191, + 7.670000076293945, + 7.720000267028809, + 8.34000015258789, + 8.3100004196167, + 8.670000076293945, + 9.079999923706055, + 9.510000228881836, + 9.109999656677246, + 9.399999618530273, + 9.210000038146973, + 8.869999885559082, + 8.84000015258789, + 8.789999961853027, + 9.1899995803833, + 9.380000114440918, + 9.640000343322754, + 9.899999618530273, + 10.680000305175781, + 10.479999542236328, + 10.649999618530273, + 11.319999694824219, + 11.449999809265137, + 11.460000038146973, + 11.710000038146973, + 12.199999809265137, + 11.769999504089355, + 11.5, + 11.960000038146973, + 12.220000267028809, + 12.069999694824219, + 12.40999984741211, + 12.760000228881836, + 12.989999771118164, + 12.970000267028809, + 13.019999504089355, + 12.970000267028809, + 13.460000038146973, + 13.90999984741211, + 14.739999771118164, + 14.390000343322754, + 14.769999504089355, + 15.710000038146973, + 16.290000915527344, + 16.479999542236328, + 16.470001220703125, + 16.31999969482422, + 16.779998779296875, + 15.999999046325684, + 15.369999885559082, + 14.729999542236328, + 14.579999923706055, + 14.519999504089355, + 15.470000267028809, + 15.080000877380371, + 15.6899995803833, + 16.139999389648438, + 16.939998626708984, + 17.560001373291016, + 18.150001525878906, + 18.110000610351562, + 18.580001831054688, + 18.290000915527344, + 18.189998626708984, + 17.630001068115234, + 17.59000015258789, + 16.979999542236328, + 16.479999542236328, + 16.790000915527344, + 17.049999237060547, + 17.369998931884766, + 17.81999969482422, + 17.59000015258789, + 18.110000610351562, + 18.150001525878906, + 18.849998474121094, + 18.619998931884766, + 18.880001068115234, + 19.549999237060547, + 19.830001831054688, + 20.220001220703125, + 20.729999542236328, + 20.830001831054688, + 20.709999084472656, + 20.990001678466797, + 20.81999969482422, + 20.15999984741211, + 19.81999969482422, + 20.150001525878906, + 19.970001220703125, + 20.669998168945312, + 21.400001525878906, + 20.889999389648438, + 21.830001831054688, + 22.520000457763672, + 22.889999389648438, + 23.259998321533203, + 23.990001678466797, + 23.959999084472656, + 23.770000457763672, + 24.139999389648438, + 24.650001525878906, + 24.5, + 24.740001678466797, + 25.369998931884766, + 25.349998474121094, + 25.450000762939453, + 25.860000610351562, + 26.200000762939453, + 26.630001068115234, + 26.029998779296875, + 26.560001373291016, + 26.529998779296875, + 26.459999084472656, + 26.65999984741211, + 27.770000457763672, + 28.139999389648438, + 28.209999084472656, + 28.75, + 29.529998779296875, + 30.270000457763672, + 29.959999084472656, + 30.87000274658203, + 30.860000610351562, + 30.229999542236328, + 30.279998779296875, + 30.220001220703125, + 30.700000762939453, + 30.720001220703125, + 30.90999984741211, + 31.15999984741211, + 30.43000030517578, + 30.639999389648438, + 32.08000183105469, + 32.78000259399414, + 33.53000259399414, + 33.15999984741211, + 33.09000015258789, + 32.47999954223633, + 32.97999954223633, + 33.81999969482422, + 33.76000213623047, + 33.4900016784668, + 32.400001525878906, + 32.720001220703125, + 32.58000183105469, + 32.95000076293945, + 33.630001068115234, + 34.09000015258789, + 34.470001220703125, + 34.40999984741211, + 34.83000183105469, + 35.470001220703125, + 36.92000198364258, + 36.78000259399414, + 37.33000183105469, + 37.33000183105469, + 38.10000228881836, + 38.040000915527344, + 37.87000274658203, + 40.5, + 40.62000274658203, + 41.58000183105469, + 41.59000015258789, + 41.79999923706055, + 42.75, + 42.810001373291016, + 42.63999938964844, + 43.400001525878906, + 43.36000061035156, + 43.540000915527344, + 42.790000915527344, + 42.17000198364258, + 43.02000045776367, + 43.880001068115234, + 44.150001525878906, + 44.88999938964844, + 44.19000244140625, + 45.93000030517578, + 45.85000228881836, + 47.28000259399414, + 46.9900016784668, + 46.12000274658203, + 45.56999969482422, + 44.85000228881836, + 45.459999084472656, + 45.81999969482422, + 46.87000274658203, + 46.90999984741211, + 45.87000274658203, + 46.28000259399414, + 45.12000274658203, + 46.150001525878906, + 47.43000030517578, + 49.06999969482422, + 48.94000244140625, + 50.38999938964844, + 49.970001220703125, + 50.42000198364258, + 49.650001525878906, + 50.380001068115234, + 50.88999938964844, + 51.959999084472656, + 52.87000274658203, + 53.44000244140625, + 52.53000259399414, + 52.68000030517578, + 52.76000213623047, + 52.11000061035156, + 53.77000045776367, + 53.76000213623047, + 54.43000030517578, + 53.67000198364258, + 54.22999954223633, + 52.630001068115234, + 51.40999984741211, + 51.06999969482422, + 51.45000076293945, + 51.130001068115234, + 51.17000198364258, + 52.13999938964844, + 49.900001525878906, + 49.26000213623047, + 50.01000213623047, + 51.380001068115234, + 52.380001068115234, + 53.380001068115234, + 54.67000198364258, + 55.40999984741211, + 54.33000183105469, + 54.19000244140625, + 53.540000915527344, + 53.45000076293945, + 55.51000213623047, + 55.36000061035156, + 56.53000259399414, + 56.18000030517578, + 55.97999954223633, + 55.970001220703125, + 56.34000015258789, + 56.86000061035156, + 57.810001373291016, + 59.959999084472656, + 60.78000259399414, + 62.53000259399414, + 65.61000061035156, + 65.45000457763672, + 66.75, + 66.94000244140625, + 66.02000427246094, + 67.04000091552734, + 67.66000366210938, + 68.45999908447266, + 68.05999755859375, + 68.23999786376953, + 68.52000427246094, + 70.59000396728516, + 70.75, + 70.87999725341797, + 71.6500015258789, + 71.5999984741211, + 71.36000061035156, + 74.22000122070312, + 73.91000366210938, + 73.9000015258789, + 75.9800033569336, + 77.13999938964844, + 78.36000061035156, + 77.97000122070312, + 75.37000274658203, + 72.45999908447266, + 72.77999877929688, + 73.41000366210938, + 72.70000457763672, + 73.52000427246094, + 75.12999725341797, + 75.0999984741211, + 76.20999908447266, + 75.11000061035156, + 72.41000366210938, + 73.20000457763672, + 75.44000244140625, + 75.84000396728516, + 76.70000457763672, + 76.5999984741211, + 76.44000244140625, + 75.79000091552734, + 77.88999938964844, + 76.30000305175781, + 80.08000183105469, + 81.05000305175781, + 80.23999786376953, + 82.22000122070312, + 81.98999786376953, + 81.98999786376953, + 82.55000305175781, + 83.16000366210938, + 85.62000274658203, + 89.59000396728516, + 90.93000030517578, + 90.27000427246094, + 88.93000030517578, + 85.41999816894531, + 82.08000183105469, + 84.81999969482422, + 83.97000122070312, + 83.31999969482422, + 85.47000122070312, + 86.30999755859375, + 85.18000030517578, + 83.06999969482422, + 78.0999984741211, + 78.06999969482422, + 80.1500015258789, + 82.83000183105469, + 83.12000274658203, + 84.86000061035156, + 88.02000427246094, + 87.75, + 86.5, + 91.37999725341797, + 94.68000030517578, + 95.30000305175781, + 99.87000274658203, + 103.56999969482422, + 101.70999908447266, + 103.95000457763672, + 102.22000122070312, + 101.66000366210938, + 101.36000061035156, + 99.59000396728516, + 102.66999816894531, + 106.34000396728516, + 107.04000091552734, + 102.41000366210938, + 99.58000183105469, + 97.36000061035156, + 93.77999877929688, + 96.75, + 99.02000427246094, + 102.30000305175781, + 104.3499984741211, + 104.9800033569336, + 106.66999816894531, + 110.84000396728516, + 112.09000396728516, + 107.8499984741211, + 105.95000457763672, + 112.91999816894531, + 113.37000274658203, + 114.05999755859375, + 115.66000366210938, + 113.1500015258789, + 112.45999908447266, + 107.30999755859375, + 107.84000396728516, + 106.70000457763672, + 107.77000427246094, + 103.20999908447266, + 99.8499984741211, + 99.84000396728516, + 101.51000213623047, + 96.9800033569336, + 101.27000427246094, + 101.4000015258789, + 103.41999816894531, + 104.79000091552734, + 105.9800033569336, + 106.16999816894531, + 104.73999786376953, + 108.55000305175781, + 107.02999877929688, + 108.20999908447266, + 112.87000274658203, + 115.37000274658203, + 117.18000030517578, + 117.1500015258789, + 112.97000122070312, + 115.11000061035156, + 108.79000091552734, + 111.20000457763672, + 114.41999816894531, + 111.80000305175781, + 113.5999984741211, + 115.38999938964844, + 118.06999969482422, + 119.48999786376953, + 119.09000396728516, + 115.73999786376953, + 113.88999938964844, + 118.05000305175781, + 120.8499984741211, + 115.93000030517578, + 116.52999877929688, + 114.2300033569336, + 119.05000305175781, + 121.9000015258789, + 125.70999908447266, + 127.04000091552734, + 127.7800064086914, + 129.46998596191406, + 125.05999755859375, + 125.83000183105469, + 128.61000061035156, + 129.87998962402344, + 129.84999084472656, + 128.12998962402344, + 136.3699951171875, + 142.39999389648438, + 143.8699951171875, + 146.7899932861328, + 148.88999938964844, + 148.38999938964844, + 148.4499969482422, + 148.3699951171875, + 153.58999633789062, + 153.76998901367188, + 156.6199951171875, + 152.87998962402344, + 156.32998657226562, + 160.25999450683594, + 163.82998657226562, + 171.12998962402344, + 170.59999084472656, + 168.84999084472656, + 168.489990234375, + 166.62998962402344, + 166.72999572753906, + 166.9199981689453, + 173.0399932861328, + 168.96998596191406, + 165.96998596191406, + 171.26998901367188, + 168.38999938964844, + 173.92999267578125, + 176.9499969482422, + 176.7899932861328, + 174.67999267578125, + 174.80999755859375, + 173.54998779296875, + 177.01998901367188, + 174.6699981689453, + 174.5, + 173.04998779296875, + 175.11000061035156, + 171.75999450683594, + 170.88999938964844, + 173.13999938964844, + 169.92999267578125, + 166.4399871826172, + 163.9499969482422, + 169.84999084472656, + 164.67999267578125, + 164.08999633789062, + 166.2899932861328, + 164.30999755859375, + 162.72999572753906, + 160.46998596191406, + 161.6199951171875, + 166.17999267578125, + 174.26998901367188, + 167.3199920654297, + 165.05999755859375, + 162.13999938964844, + 164.8199920654297, + 166.9399871826172, + 170.1199951171875, + 168.0699920654297, + 167.9199981689453, + 165.61000061035156, + 165.05999755859375, + 157.8199920654297, + 158.22999572753906, + 150.95999145507812, + 156.04998779296875, + 148.52999877929688, + 146.9499969482422, + 140.96998596191406, + 144.51998901367188, + 143.3699951171875, + 143.3699951171875, + 142.6899871826172, + 143.27999877929688, + 142.13999938964844, + 140.20999145507812, + 141.75999450683594, + 141.3699951171875, + 139.1599884033203, + 141.3699951171875, + 143.46998596191406, + 142.17999267578125, + 145.25999450683594, + 146.58999633789062, + 151.04998779296875, + 152.1899871826172, + 152.61000061035156, + 158.09999084472656, + 160.86000061035156, + 164.9399871826172, + 164.4199981689453, + 167.05999755859375, + 164.39999389648438, + 166.1999969482422, + 166.83999633789062, + 175.17999267578125, + 172.9399871826172, + 173.6699981689453, + 175.39999389648438, + 178.8699951171875, + 176.77999877929688, + 170.33999633789062, + 172.84999084472656, + 170.11000061035156, + 166.45999145507812, + 167.1599884033203, + 174.1899871826172, + 178.07998657226562, + 183.1999969482422, + 184.26998901367188, + 184.5, + 184.21998596191406, + 185.32998657226562, + 184.739990234375, + 184.75, + 183.3199920654297, + 180.8699951171875, + 182.71998596191406, + 184.47999572753906, + 182.8699951171875, + 183.71998596191406, + 190.25999450683594, + 190.4399871826172, + 182.4199981689453, + 177.92999267578125, + 178.0, + 172.4199981689453, + 174.7899932861328, + 176.62998962402344, + 178.46998596191406, + 177.6199951171875, + 180.1599884033203, + 179.8199920654297, + 183.92999267578125, + 184.02999877929688, + 190.75, + 189.55999755859375, + 190.9499969482422, + 196.62998962402344, + 195.9099884033203, + 196.4199981689453, + 192.47999572753906, + 193.17999267578125, + 195.09999084472656, + 197.70999145507812, + 197.3199920654297, + 188.0399932861328, + 187.54998779296875, + 187.75999450683594, + 191.239990234375, + 188.82998657226562, + 192.58999633789062, + 193.5, + 197.05999755859375, + 192.739990234375, + 194.52999877929688, + 195.77999877929688, + 192.989990234375, + 190.75999450683594, + 194.11000061035156, + 205.80999755859375, + 200.6199951171875, + 203.6599884033203, + 206.75, + 205.4099884033203, + 200.1199951171875, + 201.46998596191406, + 208.7899932861328, + 208.17999267578125, + 209.62998962402344, + 215.1999969482422, + 218.4099884033203, + 215.57998657226562, + 209.75999450683594, + 213.42999267578125, + 211.8699951171875, + 212.02999877929688, + 217.12998962402344, + 213.6699981689453, + 210.59999084472656, + 219.86000061035156, + 216.4399871826172, + 211.36000061035156, + 217.1699981689453, + 218.76998901367188, + 220.46998596191406, + 218.9199981689453, + 221.36000061035156, + 217.38999938964844, + 216.62998962402344, + 216.46998596191406, + 217.6999969482422, + 219.72999572753906, + 218.36000061035156, + 214.01998901367188, + 212.5, + 210.8199920654297, + 209.4199981689453, + 208.71998596191406, + 216.59999084472656, + 218.45999145507812, + 218.61000061035156, + 213.32998657226562, + 205.2899932861328, + 198.30999755859375, + 195.6699981689453, + 195.30999755859375, + 198.34999084472656, + 200.09999084472656, + 199.37998962402344, + 204.89999389648438, + 206.9099884033203, + 210.25, + 209.13999938964844, + 211.09999084472656, + 211.739990234375, + 212.4099884033203, + 208.36000061035156, + 209.95999145507812, + 215.20999145507812, + 219.02999877929688, + 224.55999755859375, + 230.57998657226562, + 227.86000061035156, + 233.51998901367188, + 233.72999572753906, + 238.02999877929688, + 233.72999572753906, + 234.6199951171875, + 233.3699951171875, + 231.52999877929688, + 234.11000061035156, + 240.5, + 244.6999969482422, + 243.0399932861328, + 248.8199920654297, + 251.7899932861328, + 250.55999755859375, + 253.00999450683594, + 247.17999267578125, + 241.57998657226562, + 248.489990234375, + 252.89999389648438, + 251.33999633789062, + 247.489990234375, + 245.29998779296875, + 241.46998596191406, + 248.70999145507812, + 247.21998596191406, + 237.0399932861328, + 234.6599884033203, + 235.34999084472656, + 230.6699981689453, + 231.72999572753906, + 228.26998901367188, + 227.9499969482422, + 228.5, + 226.14999389648438, + 228.79998779296875, + 219.0, + 211.0, + 210.11000061035156, + 205.3199920654297, + 201.239990234375, + 199.27999877929688, + 201.9099884033203, + 205.7899932861328, + 195.6899871826172, + 194.54998779296875, + 196.6599884033203, + 191.4099884033203, + 191.739990234375, + 187.0399932861328, + 191.89999389648438, + 195.88999938964844, + 195.08999633789062, + 206.11000061035156, + 208.67999267578125, + 205.739990234375, + 215.33999633789062, + 223.29998779296875, + 223.84999084472656, + 220.33999633789062, + 216.8699951171875, + 218.0699920654297, + 222.58999633789062, + 224.26998901367188, + 230.17999267578125, + 232.27999877929688, + 233.62998962402344, + 236.6899871826172, + 227.4099884033203, + 226.239990234375, + 215.32998657226562, + 212.1999969482422, + 212.27999877929688, + 212.1699981689453, + 208.4099884033203, + 205.47999572753906, + 207.25, + 207.4199981689453, + 212.2899932861328, + 217.33999633789062, + 220.26998901367188, + 219.46998596191406, + 218.75999450683594, + 216.96998596191406, + 218.30999755859375, + 213.7899932861328, + 216.92999267578125, + 224.9499969482422, + 225.6699981689453, + 228.25999450683594, + 232.64999389648438, + 231.25, + 228.42999267578125, + 231.59999084472656, + 231.0, + 233.45999145507812, + 233.45999145507812, + 230.84999084472656, + 228.42999267578125, + 225.17999267578125, + 221.00999450683594, + 221.0399932861328, + 221.21998596191406, + 228.55999755859375, + 229.34999084472656, + 230.00999450683594, + 232.25999450683594, + 229.97999572753906, + 237.6699981689453, + 241.37998962402344, + 241.29998779296875, + 236.04998779296875, + 238.239990234375, + 244.76998901367188, + 239.14999389648438, + 244.75, + 247.25, + 252.20999145507812, + 249.37998962402344, + 256.1000061035156, + 251.5, + 250.05999755859375, + 246.64999389648438, + 247.61000061035156, + 249.6999969482422, + 252.5399932861328, + 249.9199981689453, + 252.7899932861328, + 254.6899871826172, + 265.4200134277344, + 267.010009765625, + 262.9700012207031, + 260.6499938964844, + 259.1100158691406, + 260.6300048828125, + 258.25, + 254.64999389648438, + 256.0500183105469, + 255.6999969482422, + 258.8600158691406, + 253.50999450683594, + 252.0, + 254.20999145507812, + 260.1700134277344, + 265.2200012207031, + 264.6400146484375, + 261.55999755859375, + 257.7799987792969, + 256.94000244140625, + 259.75, + 260.70001220703125, + 259.8600158691406, + 265.7900085449219, + 260.5, + 261.6100158691406, + 265.1300048828125, + 268.1499938964844, + 267.5400085449219, + 268.9700012207031, + 268.7799987792969, + 270.4900207519531, + 265.77001953125, + 266.57000732421875, + 266.0, + 261.95001220703125, + 259.94000244140625, + 255.24998474121094, + 259.2900085449219, + 257.8699951171875, + 254.99000549316406, + 255.4399871826172, + 258.57000732421875, + 261.3699951171875, + 260.1000061035156, + 258.20001220703125, + 257.07000732421875, + 256.3600158691406, + 262.4300231933594, + 260.6400146484375, + 264.8800048828125, + 266.3999938964844, + 270.1499938964844, + 265.1800231933594, + 272.1000061035156, + 277.760009765625, + 275.8699951171875, + 272.8600158691406, + 269.1800231933594, + 274.2900085449219, + 276.70001220703125, + 276.1600036621094, + 276.05999755859375, + 275.4900207519531, + 281.3999938964844, + 282.7200012207031, + 283.7300109863281, + 278.4700012207031, + 279.260009765625, + 279.2900085449219, + 280.3800048828125, + 276.8699951171875, + 278.8500061035156, + 279.83001708984375, + 276.8900146484375, + 275.58001708984375, + 280.3999938964844, + 284.5500183105469, + 283.9100036621094, + 284.0899963378906, + 284.0299987792969, + 288.0299987792969, + 283.70001220703125, + 287.5299987792969, + 283.8000183105469, + 282.1499938964844, + 290.6700134277344, + 293.6800231933594, + 292.4300231933594, + 292.3399963378906, + 289.4300231933594, + 290.8699951171875, + 289.83001708984375, + 291.3999938964844, + 297.5500183105469, + 297.1800231933594, + 299.6000061035156, + 297.44000244140625, + 302.27001953125, + 302.05999755859375, + 305.2400207519531, + 302.9200134277344, + 307.0899963378906, + 302.1800231933594, + 308.44000244140625, + 304.8800048828125, + 307.83001708984375, + 308.1499938964844, + 308.3500061035156, + 310.08001708984375, + 309.30999755859375, + 310.02001953125, + 309.2400207519531, + 307.3500061035156, + 304.1300048828125, + 306.760009765625, + 307.1100158691406, + 306.7900085449219, + 307.1199951171875, + 306.6600036621094, + 300.4900207519531, + 298.46002197265625, + 294.30999755859375, + 298.1300048828125, + 295.5899963378906, + 291.5899963378906, + 286.83001708984375, + 287.4300231933594, + 285.9800109863281, + 287.30999755859375, + 288.9300231933594, + 289.5299987792969, + 294.8000183105469, + 295.3500061035156, + 300.32000732421875, + 303.4900207519531, + 297.32000732421875, + 301.33001708984375, + 300.0, + 299.7200012207031, + 304.0400085449219, + 296.69000244140625, + 297.46002197265625, + 299.4800109863281, + 307.6100158691406, + 310.52001953125, + 321.1499938964844, + 322.8399963378906, + 326.1499938964844, + 325.0400085449219, + 324.2799987792969, + 332.96002197265625, + 328.2300109863281, + 327.69000244140625, + 329.9800109863281, + 325.3999938964844, + 326.4900207519531, + 327.8800048828125, + 328.44000244140625, + 322.94000244140625, + 319.3399963378906, + 323.3699951171875, + 325.5, + 323.0500183105469, + 319.6000061035156, + 318.8399963378906, + 316.3900146484375, + 318.33001708984375, + 315.4200134277344, + 315.6800231933594, + 321.52001953125, + 312.4200134277344, + 311.7200012207031, + 311.77001953125 + ] + ], + "sample_efficiencies": [ + [ + 0.00010000000474974513, + 6.869810749776661e-05, + 0.0001337121066171676, + 2.0888601284241304e-06, + 1.0593022125249263e-05, + 1.2663446796068456e-05, + 1.3274033335619606e-05, + 1.307104503212031e-05, + 1.2740162674163003e-05, + 1.2230206266394816e-05, + 1.163325214292854e-05, + 1.0936559192487039e-05, + 1.026480913424166e-05, + 9.620745913707651e-06, + 9.072306056623347e-06, + 8.661652827868238e-06, + 8.284136129077524e-06, + 7.928834747872315e-06, + 7.592318070237525e-06, + 7.297181127796648e-06, + 7.0345745371014345e-06, + 6.775299425498815e-06, + 6.529225174745079e-06, + 6.286987172643421e-06, + 6.052451226423727e-06, + 5.836833224748261e-06, + 5.638027232635068e-06, + 5.462773970066337e-06, + 5.305504600983113e-06, + 5.160955424798885e-06, + 5.021756805945188e-06, + 4.89366948386305e-06, + 4.772227839566767e-06, + 4.656763394450536e-06, + 4.550902758637676e-06, + 4.448128947842633e-06, + 4.348979018686805e-06, + 4.255229669070104e-06, + 4.1693260754982475e-06, + 4.089534286322305e-06, + 4.0128707041731104e-06, + 3.93784557672916e-06, + 3.864157861244166e-06, + 3.7938091281830566e-06, + 3.7255069855746115e-06, + 3.6583703604264883e-06, + 3.595249836507719e-06, + 3.5345633477845695e-06, + 3.4748313737509307e-06, + 3.416455911064986e-06, + 3.3606365832383744e-06, + 3.3056651318474906e-06, + 3.2526018003409263e-06, + 3.202615971531486e-06, + 3.1542631404590793e-06, + 3.106989879597677e-06, + 3.060009703403921e-06, + 3.0147079996822868e-06, + 2.9711150091316085e-06, + 2.9274006010382436e-06, + 2.883722345359274e-06, + 2.8424246920621954e-06, + 2.802188646455761e-06, + 2.7636544928100193e-06, + 2.7256328394287266e-06, + 2.6892480491369497e-06, + 2.6546365461399546e-06, + 2.6215830075670965e-06, + 2.58928184848628e-06, + 2.5572217055014335e-06, + 2.5251360966649372e-06, + 2.493455667718081e-06, + 2.461370741002611e-06, + 2.430118001939263e-06, + 2.399943923592218e-06, + 2.3708992102910997e-06, + 2.3429083739756607e-06, + 2.316996415174799e-06, + 2.292250883328961e-06, + 2.267414402012946e-06, + 2.2426229406846687e-06, + 2.217475866927998e-06, + 2.193103682657238e-06, + 2.1681598809664138e-06, + 2.1436435417854227e-06, + 2.1197540718276286e-06, + 2.0967172531527467e-06, + 2.074779786198633e-06, + 2.053159960269113e-06, + 2.0320567273302004e-06, + 2.010974640143104e-06, + 1.9909123238903703e-06, + 1.970572157006245e-06, + 1.9497392713674344e-06, + 1.9296794562251307e-06, + 1.910059836518485e-06, + 1.8907317098637577e-06, + 1.8722508912105695e-06, + 1.8539880102252937e-06, + 1.836683168221498e-06, + 1.819839440031501e-06, + 1.8036141682387097e-06, + 1.7874953073260258e-06, + 1.7718523395160446e-06, + 1.7567463146406226e-06, + 1.7419276900909608e-06, + 1.7273933963224408e-06, + 1.7132080074588885e-06, + 1.6990509266179288e-06, + 1.6851435020726058e-06, + 1.671632503530418e-06, + 1.6580702322244179e-06, + 1.6447502275696024e-06, + 1.631199097573699e-06, + 1.617893190086761e-06, + 1.6049255009420449e-06, + 1.5920253417789354e-06, + 1.579563331688405e-06, + 1.5673570032959105e-06, + 1.5553877119600656e-06, + 1.5437501588166924e-06, + 1.532372039037e-06, + 1.5213968254101928e-06, + 1.5106529644981492e-06, + 1.5000617850091658e-06, + 1.489543819843675e-06, + 1.4793097307119751e-06, + 1.4689496765640797e-06, + 1.4585849612558377e-06, + 1.4480940535577247e-06, + 1.437529931536119e-06, + 1.4268459835875547e-06, + 1.4161769286147319e-06, + 1.4055101473786635e-06, + 1.3947263823865796e-06, + 1.3840203791914973e-06, + 1.373307895846665e-06, + 1.3622944834423834e-06, + 1.3514695638150442e-06, + 1.3408140375759103e-06, + 1.3304172625794308e-06, + 1.3200204875829513e-06, + 1.3098371027808753e-06, + 1.2999565797144896e-06, + 1.2903688002552371e-06, + 1.2810420457753935e-06, + 1.271717678719142e-06, + 1.2631496701942524e-06, + 1.2545474419312086e-06, + 1.246335955329414e-06, + 1.2382000704747043e-06, + 1.230260863849253e-06, + 1.2224347756273346e-06, + 1.2147319239375065e-06, + 1.2071694754922646e-06, + 1.1996655757684493e-06, + 1.1921171108042472e-06, + 1.1846076404253836e-06, + 1.1772885954997037e-06, + 1.1701820312737254e-06, + 1.1630443168542115e-06, + 1.1561835435713874e-06, + 1.1494053069327492e-06, + 1.1425908041928778e-06, + 1.1358727078913944e-06, + 1.129231804952724e-06, + 1.1226668448216515e-06, + 1.1163197086716536e-06, + 1.1100862593593774e-06, + 1.1039176115446026e-06, + 1.0978327509292285e-06, + 1.091732542590762e-06, + 1.0856175549633917e-06, + 1.0796263723023003e-06, + 1.0737462616816629e-06, + 1.0678159014787525e-06, + 1.0620374268910382e-06, + 1.0562965826466097e-06, + 1.0505478940103785e-06, + 1.044758505486243e-06, + 1.038866798808158e-06, + 1.032995442074025e-06, + 1.0271284054397256e-06, + 1.0214004078079597e-06, + 1.0157332326343749e-06, + 1.0101426823894144e-06, + 1.004634214041289e-06, + 9.989730642701034e-07, + 9.934283298207447e-07, + 9.877895763565903e-07, + 9.81935500021791e-07, + 9.76259457274864e-07, + 9.70805103861494e-07, + 9.655764188210014e-07, + 9.60404008765181e-07, + 9.551376933814026e-07, + 9.498849067313131e-07, + 9.447751381230773e-07, + 9.399247460351035e-07, + 9.351616085950809e-07, + 9.303538490712526e-07, + 9.254708288608526e-07, + 9.208948767991387e-07, + 9.16299654818431e-07, + 9.117770218836085e-07, + 9.069919428839057e-07, + 9.023535199048638e-07, + 8.978173582363524e-07, + 8.934152333495149e-07, + 8.88865429260477e-07, + 8.843022669680067e-07, + 8.796333759164554e-07, + 8.751224527259183e-07, + 8.708428254067258e-07, + 8.666149255986966e-07, + 8.624203360341198e-07, + 8.58315615914762e-07, + 8.544732850168657e-07, + 8.506443123224017e-07, + 8.468095984426327e-07, + 8.430139359916211e-07, + 8.39374081351707e-07, + 8.360599395018653e-07, + 8.327982641276321e-07, + 8.296029818666284e-07, + 8.264966595561418e-07, + 8.233924404521531e-07, + 8.203680295082449e-07, + 8.173471428563062e-07, + 8.142645810949034e-07, + 8.112264708870498e-07, + 8.082133149400761e-07, + 8.051700319811061e-07, + 8.02050465154025e-07, + 7.989311825440382e-07, + 7.956610375003947e-07, + 7.92373043623229e-07, + 7.889642574809841e-07, + 7.855342687435041e-07, + 7.821486747161543e-07, + 7.787374443068984e-07, + 7.753354225314979e-07, + 7.719635846115125e-07, + 7.685756600039895e-07, + 7.652748195141612e-07, + 7.620943733854801e-07, + 7.588961921101145e-07, + 7.557871413155226e-07, + 7.526708145633165e-07, + 7.49593880300381e-07, + 7.466023816959932e-07, + 7.436729561050015e-07, + 7.407890620925173e-07, + 7.379273938568076e-07, + 7.350972168751468e-07, + 7.32271985270927e-07, + 7.295047339539451e-07, + 7.266801844707516e-07, + 7.238820671773283e-07, + 7.210169314930681e-07, + 7.181548653534264e-07, + 7.153333854148514e-07, + 7.125919978534512e-07, + 7.09828555045533e-07, + 7.070468655001605e-07, + 7.041871299406921e-07, + 7.013770755293081e-07, + 6.985967502259882e-07, + 6.957860705369967e-07, + 6.929849973857927e-07, + 6.902947120579483e-07, + 6.876297220514971e-07, + 6.8500793304338e-07, + 6.824357114965096e-07, + 6.799239713473071e-07, + 6.77414107030927e-07, + 6.749571639375063e-07, + 6.725119305883709e-07, + 6.701569645883865e-07, + 6.678575914520479e-07, + 6.656036362073792e-07, + 6.634431315433176e-07, + 6.612395964111784e-07, + 6.590112775484158e-07, + 6.567673267454666e-07, + 6.546204076585127e-07, + 6.524415994135779e-07, + 6.50253866751882e-07, + 6.480462957370037e-07, + 6.458272991949343e-07, + 6.436540616050479e-07, + 6.415078246391204e-07, + 6.393556759576313e-07, + 6.372434881996014e-07, + 6.350964554258098e-07, + 6.329670441118651e-07, + 6.3080921108849e-07, + 6.286361440288601e-07, + 6.265022420848254e-07, + 6.244211476769124e-07, + 6.223738182598026e-07, + 6.204078317750827e-07, + 6.18480555658607e-07, + 6.165745958242042e-07, + 6.146667601569789e-07, + 6.126782636783901e-07, + 6.10709093962214e-07, + 6.087611836846918e-07, + 6.069541882425256e-07, + 6.051357672731683e-07, + 6.034031798662909e-07, + 6.016196607561142e-07, + 5.997310381644638e-07, + 5.977871637696808e-07, + 5.957996336292126e-07, + 5.937753826401604e-07, + 5.917668204347137e-07, + 5.89796684380417e-07, + 5.878484330423817e-07, + 5.859680527464661e-07, + 5.840974495185947e-07, + 5.822399202770612e-07, + 5.804168949907762e-07, + 5.785299777016917e-07, + 5.766863750977791e-07, + 5.749560045842372e-07, + 5.73230295231042e-07, + 5.714841222470568e-07, + 5.698097993445117e-07, + 5.681158654624596e-07, + 5.6638538126208e-07, + 5.647119110108179e-07, + 5.630516852761502e-07, + 5.613385951619421e-07, + 5.595730385721254e-07, + 5.578191348831751e-07, + 5.561473130910599e-07, + 5.544870305129734e-07, + 5.528115138986323e-07, + 5.511770382327086e-07, + 5.496615358424606e-07, + 5.481307994159579e-07, + 5.465245180857892e-07, + 5.449875288832118e-07, + 5.43448663847812e-07, + 5.419117883320723e-07, + 5.403948648563528e-07, + 5.389208013184543e-07, + 5.37466689820576e-07, + 5.359760280043702e-07, + 5.344476221580408e-07, + 5.329408736542973e-07, + 5.314544182510872e-07, + 5.299638701217191e-07, + 5.284758231027809e-07, + 5.270528617984382e-07, + 5.256346184978611e-07, + 5.241557801127783e-07, + 5.226626171861426e-07, + 5.211752522882307e-07, + 5.197088626118784e-07, + 5.183068765290955e-07, + 5.169044356989616e-07, + 5.155615667717939e-07, + 5.142179020367621e-07, + 5.129031706019305e-07, + 5.11580594775296e-07, + 5.102491513753193e-07, + 5.08905316110031e-07, + 5.07587458287162e-07, + 5.062503873887181e-07, + 5.049398623668822e-07, + 5.035869321545761e-07, + 5.022483833272418e-07, + 5.008800485484244e-07, + 4.994395794710726e-07, + 4.979884806743939e-07, + 4.965311859450594e-07, + 4.950767333866679e-07, + 4.936357527185464e-07, + 4.921997174278658e-07, + 4.907211632598774e-07, + 4.89262163227977e-07, + 4.87830789097643e-07, + 4.863989033765392e-07, + 4.849792389904906e-07, + 4.835876552533591e-07, + 4.822297228201933e-07, + 4.808916855836287e-07, + 4.796014536623261e-07, + 4.783118470186309e-07, + 4.76977220387198e-07, + 4.756634268687776e-07, + 4.743396573303471e-07, + 4.7297479000008025e-07, + 4.7162336613837397e-07, + 4.7028359517753415e-07, + 4.689268848778738e-07, + 4.675714819768473e-07, + 4.662480819206394e-07, + 4.6492297656186565e-07, + 4.6363004457816714e-07, + 4.6232815975599806e-07, + 4.609872235050716e-07, + 4.596877545282041e-07, + 4.5839630047339597e-07, + 4.5720301500296046e-07, + 4.55966414847353e-07, + 4.547218850348145e-07, + 4.534857396265579e-07, + 4.5225658595882123e-07, + 4.5105360868546995e-07, + 4.4986697389504116e-07, + 4.4868576765111357e-07, + 4.4748199456989823e-07, + 4.463305742774537e-07, + 4.4517901187646203e-07, + 4.4407187260731007e-07, + 4.4302356627667905e-07, + 4.4196127646500827e-07, + 4.408890958984557e-07, + 4.398572741592943e-07, + 4.388851664316462e-07, + 4.379235463147779e-07, + 4.369808834780997e-07, + 4.360672107850405e-07, + 4.350815459019941e-07, + 4.34109438174346e-07, + 4.3315148445799423e-07, + 4.3217602296863333e-07, + 4.311484644858865e-07, + 4.301085994029563e-07, + 4.29053670814028e-07, + 4.279516190308641e-07, + 4.2683197420956276e-07, + 4.2567683067318285e-07, + 4.2454854565221467e-07, + 4.233686752286303e-07, + 4.2215049234073376e-07, + 4.2095030039490666e-07, + 4.197398766336846e-07, + 4.1852177901091636e-07, + 4.1733682110134396e-07, + 4.161694846516184e-07, + 4.150030576965946e-07, + 4.138801443787088e-07, + 4.1277488094237924e-07, + 4.116722607250267e-07, + 4.105519053609896e-07, + 4.094574990176625e-07, + 4.083784688191372e-07, + 4.073302761753439e-07, + 4.062543155214371e-07, + 4.052278086419392e-07, + 4.0422762026537384e-07, + 4.0321384631170076e-07, + 4.0220714936367585e-07, + 4.0121247479874e-07, + 4.002297941951838e-07, + 3.992327606283652e-07, + 3.981921281592804e-07, + 3.9713518162898254e-07, + 3.960536787417368e-07, + 3.949922984247678e-07, + 3.93978211832291e-07, + 3.9298981846513925e-07, + 3.919890616543853e-07, + 3.9101459492485446e-07, + 3.9009481156426773e-07, + 3.8918150835343113e-07, + 3.883033343754505e-07, + 3.8745858432776004e-07, + 3.8662960832880344e-07, + 3.8580756722694787e-07, + 3.850207974664954e-07, + 3.842826572508784e-07, + 3.8355383935595455e-07, + 3.828571948361059e-07, + 3.821592429176235e-07, + 3.814506612798141e-07, + 3.8077132558100857e-07, + 3.8012004210941086e-07, + 3.7944400332889927e-07, + 3.7877842373745807e-07, + 3.7810880826327775e-07, + 3.774234755837824e-07, + 3.767262057863263e-07, + 3.7603831515298225e-07, + 3.753591215627239e-07, + 3.746546610727819e-07, + 3.7396304719550244e-07, + 3.7329832025534415e-07, + 3.7260889484969084e-07, + 3.71904576468296e-07, + 3.7120156548553496e-07, + 3.7051822232569975e-07, + 3.698295927279105e-07, + 3.691447716391849e-07, + 3.684450859964272e-07, + 3.677446329675149e-07, + 3.6705532124869933e-07, + 3.6635927358474873e-07, + 3.6565435834745585e-07, + 3.6493696597972303e-07, + 3.642185220087413e-07, + 3.634993959167332e-07, + 3.6276293258197256e-07, + 3.6203638842380315e-07, + 3.61327295195224e-07, + 3.6062689900973055e-07, + 3.599060107717378e-07, + 3.591437973682332e-07, + 3.583618308766745e-07, + 3.5757881278186687e-07, + 3.5681469512383046e-07, + 3.5606282722255855e-07, + 3.5532124798010045e-07, + 3.545681011019042e-07, + 3.538269197633781e-07, + 3.5311725810061034e-07, + 3.524163219026377e-07, + 3.517456548252085e-07, + 3.5109698615087837e-07, + 3.5044951118834433e-07, + 3.4979825613845605e-07, + 3.4916709523713507e-07, + 3.485592969809659e-07, + 3.4796281056515e-07, + 3.4739767329483584e-07, + 3.468383624749549e-07, + 3.4626768297130184e-07, + 3.457128627815109e-07, + 3.4515565516812785e-07, + 3.4459168318790034e-07, + 3.4402583537485043e-07, + 3.4345217159170716e-07, + 3.4287546668565483e-07, + 3.4228813206027553e-07, + 3.4171466722909827e-07, + 3.411440161471546e-07, + 3.4055818787237513e-07, + 3.399773902401648e-07, + 3.3940233379325946e-07, + 3.3881275385283516e-07, + 3.382089346359862e-07, + 3.376158872470114e-07, + 3.370075774000725e-07, + 3.363759617514006e-07, + 3.357539526405162e-07, + 3.351411805851967e-07, + 3.345396066833928e-07, + 3.3395102150279854e-07, + 3.333490496970626e-07, + 3.32732639662936e-07, + 3.3214209338439105e-07, + 3.315622052468825e-07, + 3.3099470897468564e-07, + 3.304212441435084e-07, + 3.298492572412215e-07, + 3.292649068953324e-07, + 3.286786807166209e-07, + 3.2808702599140815e-07, + 3.275100368682615e-07, + 3.2693870366529154e-07, + 3.2637896651976916e-07, + 3.25809338619365e-07, + 3.252356464145123e-07, + 3.246681501423154e-07, + 3.241003980747337e-07, + 3.235390693134832e-07, + 3.22980071132406e-07, + 3.224109548227716e-07, + 3.2184010478886194e-07, + 3.212620072190475e-07, + 3.206793053323054e-07, + 3.200993887730874e-07, + 3.1953453571986756e-07, + 3.18976702828877e-07, + 3.1843939041209524e-07, + 3.1789582521923876e-07, + 3.1736075811750197e-07, + 3.168317732615833e-07, + 3.1631290653422184e-07, + 3.157951766752376e-07, + 3.152871101974597e-07, + 3.14764463382744e-07, + 3.14250513611114e-07, + 3.137407418307703e-07, + 3.1324313454206276e-07, + 3.127578054318292e-07, + 3.122949294720456e-07, + 3.1183745363705384e-07, + 3.1138512213146896e-07, + 3.109363433395629e-07, + 3.1047480320012255e-07, + 3.100226990682131e-07, + 3.095719307566469e-07, + 3.0910783266335784e-07, + 3.0865672329127847e-07, + 3.0820268648312776e-07, + 3.0774350534557016e-07, + 3.072848357987823e-07, + 3.068215335133573e-07, + 3.063349822696182e-07, + 3.0584322985305334e-07, + 3.053537227515335e-07, + 3.048507153380342e-07, + 3.043312517547747e-07, + 3.038030911284295e-07, + 3.03272400969945e-07, + 3.027280399692245e-07, + 3.0219237601158966e-07, + 3.016374989783799e-07, + 3.0108995474620315e-07, + 3.005507096531801e-07, + 2.9998605555192626e-07, + 2.9943910817564756e-07, + 2.9891830877204484e-07, + 2.9841538662367384e-07, + 2.9793056910421e-07, + 2.9745854135398986e-07, + 2.9698486514462274e-07, + 2.9653310207322647e-07, + 2.960941287710739e-07, + 2.9565700288003427e-07, + 2.9524662181756867e-07, + 2.9484004926416674e-07, + 2.944416905847902e-07, + 2.9405353529909917e-07, + 2.936583314294694e-07, + 2.932675613465108e-07, + 2.928967717252817e-07, + 2.92531353807135e-07, + 2.9213441621323e-07, + 2.917367680765892e-07, + 2.913387220360164e-07, + 2.909450813604053e-07, + 2.9055155437163194e-07, + 2.901578852743114e-07, + 2.897716910865711e-07, + 2.893793009661749e-07, + 2.889760253310669e-07, + 2.8859042799922463e-07, + 2.882017327010544e-07, + 2.8780988259313744e-07, + 2.8740893753820274e-07, + 2.870083619654906e-07, + 2.865943429242179e-07, + 2.861799259790132e-07, + 2.8578566002579464e-07, + 2.853865623819729e-07, + 2.8498033088908414e-07, + 2.8456707923396607e-07, + 2.8415695396688534e-07, + 2.837522572463058e-07, + 2.833508290223108e-07, + 2.8294283538343734e-07, + 2.825387923621747e-07, + 2.821235511873965e-07, + 2.8170822474749e-07, + 2.812963089127152e-07, + 2.809001671266742e-07, + 2.805195151722728e-07, + 2.8014395070385945e-07, + 2.7976719252365e-07, + 2.793867395212146e-07, + 2.7900463805963227e-07, + 2.786287041089963e-07, + 2.782587102956313e-07, + 2.7789465661953727e-07, + 2.7752213327403297e-07, + 2.771466540707479e-07, + 2.767680484794255e-07, + 2.7638998290058225e-07, + 2.7601240049079934e-07, + 2.7564203719521174e-07, + 2.752735213107371e-07, + 2.74892357765566e-07, + 2.74518271226043e-07, + 2.7413682346377755e-07, + 2.7376177058613393e-07, + 2.733906967478106e-07, + 2.730442076881445e-07, + 2.7269518909633916e-07, + 2.723523380154802e-07, + 2.7200519525649725e-07, + 2.7165913252247265e-07, + 2.7133026492265344e-07, + 2.7100151100967196e-07, + 2.706761677018221e-07, + 2.7033973992729443e-07, + 2.7000567115464946e-07, + 2.696711476346536e-07, + 2.693276144327683e-07, + 2.689924940568744e-07, + 2.6866214852816483e-07, + 2.6833890842681285e-07, + 2.6800489649758674e-07, + 2.6765800953398866e-07, + 2.672963717031962e-07, + 2.669326306659059e-07, + 2.6657164653443033e-07, + 2.662102360773133e-07, + 2.6584382339933654e-07, + 2.654666957369045e-07, + 2.6509860617807135e-07, + 2.6472935132915154e-07, + 2.643637344590388e-07, + 2.64005706185344e-07, + 2.636318754412059e-07, + 2.632629616527993e-07, + 2.628909214763553e-07, + 2.6251498752571933e-07, + 2.621252122025908e-07, + 2.6173603373536025e-07, + 2.613516016936046e-07, + 2.6097808358827024e-07, + 2.606059013032791e-07, + 2.6023539589914435e-07, + 2.598662831587717e-07, + 2.5950296844712284e-07, + 2.59140051639406e-07, + 2.587747189863876e-07, + 2.5840503781182633e-07, + 2.5803879566410615e-07, + 2.5766630074031127e-07, + 2.573108019987558e-07, + 2.5695752015053586e-07, + 2.5660912683633796e-07, + 2.562677536843694e-07, + 2.5592652264094795e-07, + 2.5559879190950596e-07, + 2.552773707975575e-07, + 2.5495535282971105e-07, + 2.5463819497417717e-07, + 2.543165749102627e-07, + 2.5399623382327263e-07, + 2.536912688810844e-07, + 2.5340301590404124e-07, + 2.5312746743111347e-07, + 2.5286064442298084e-07, + 2.5260041525143606e-07, + 2.52339901862797e-07, + 2.5208100851159543e-07, + 2.5181751084346615e-07, + 2.5154818672490364e-07, + 2.512761057005264e-07, + 2.5099328126998444e-07, + 2.507110536953405e-07, + 2.504187079921394e-07, + 2.5012963078552275e-07, + 2.498420315077965e-07, + 2.495606565844355e-07, + 2.492770363460295e-07, + 2.489898633939447e-07, + 2.486938228685176e-07, + 2.4838820422701247e-07, + 2.4807476961541397e-07, + 2.4775653173492174e-07, + 2.47441960254946e-07, + 2.471342099852336e-07, + 2.4683521360202576e-07, + 2.465497743742162e-07, + 2.462679162817949e-07, + 2.459886161432223e-07, + 2.457075822803745e-07, + 2.454310674693261e-07, + 2.451545526582777e-07, + 2.4486800498380035e-07, + 2.44569832830166e-07, + 2.442694153614866e-07, + 2.439742843307613e-07, + 2.4368603135371814e-07, + 2.434044574783911e-07, + 2.43123338350415e-07, + 2.428415086797031e-07, + 2.4255737685052736e-07, + 2.4227281869571016e-07, + 2.419799045583204e-07, + 2.4168573986571573e-07, + 2.41397714262348e-07, + 2.411180162198434e-07, + 2.4084451410999463e-07, + 2.4058064695964276e-07, + 2.403302232778515e-07, + 2.400890934950439e-07, + 2.3984850372471556e-07, + 2.3960581074788934e-07, + 2.393671252320928e-07, + 2.391287523551e-07, + 2.3888966893537145e-07, + 2.3865140974521637e-07, + 2.3841401741719892e-07, + 2.3816929228814843e-07, + 2.3792009073986264e-07, + 2.376770851242327e-07, + 2.3743335475501226e-07, + 2.371880043483543e-07, + 2.3694089179571165e-07, + 2.3668697224366042e-07, + 2.3643518431981647e-07, + 2.3618241584699717e-07, + 2.3592458830989926e-07, + 2.3565915796552872e-07, + 2.353946939592788e-07, + 2.3512578195550304e-07, + 2.348504324345413e-07, + 2.3457283759853453e-07, + 2.3429475959346746e-07, + 2.3401680948609282e-07, + 2.3373843305307673e-07, + 2.334577686724515e-07, + 2.3318533237670636e-07, + 2.3291021022942004e-07, + 2.3263686443897313e-07, + 2.3236832191741996e-07, + 2.320999641369781e-07, + 2.3182967368029495e-07, + 2.3156054851369845e-07, + 2.3129541659727693e-07, + 2.3103348212316632e-07, + 2.3077295452367252e-07, + 2.3051271114127303e-07, + 2.3025165774015477e-07, + 2.2998743531843502e-07, + 2.2973031832407287e-07, + 2.2947068600842613e-07, + 2.292155585337241e-07, + 2.289654901233007e-07, + 2.2871434168791893e-07, + 2.2845226510526118e-07, + 2.281952191651726e-07, + 2.2793855691816134e-07, + 2.2768185203858593e-07, + 2.2742524663499353e-07, + 2.2717424030815891e-07, + 2.2692465506679582e-07, + 2.2667801147235878e-07, + 2.2643334318672714e-07, + 2.2619622086494928e-07, + 2.259643139268519e-07, + 2.2573794922209345e-07, + 2.2550814549049392e-07, + 2.2528300291924097e-07, + 2.2505938090944255e-07, + 2.248387147574249e-07, + 2.246204502398541e-07, + 2.2440015357005905e-07, + 2.241766026145342e-07, + 2.2395076371140021e-07, + 2.2372195473963075e-07, + 2.234944673773498e-07, + 2.2326148041429406e-07, + 2.2303264302081516e-07, + 2.227989739367331e-07, + 2.2255866838349903e-07, + 2.223104615950433e-07, + 2.2205220773230394e-07, + 2.2179605707606243e-07, + 2.215365242363987e-07, + 2.212790803923781e-07, + 2.2102346974861575e-07, + 2.2076444849972177e-07, + 2.2050026871056616e-07, + 2.2023711210295005e-07, + 2.1997198018652853e-07, + 2.1970977570617833e-07, + 2.194473438521527e-07, + 2.1917618653333193e-07, + 2.1890841139793338e-07, + 2.1864411792194005e-07, + 2.1838384611783113e-07, + 2.1812410011534666e-07, + 2.178655762463677e-07, + 2.1761059088021284e-07, + 2.1735864663696702e-07, + 2.1711032616167358e-07, + 2.1686072670945578e-07, + 2.1661008986484376e-07, + 2.1636104463595984e-07, + 2.161123404675891e-07, + 2.1586464526990312e-07, + 2.156226059923938e-07, + 2.1538056671488448e-07, + 2.1514205172934453e-07, + 2.1490875212748506e-07, + 2.1468689226367133e-07, + 2.1446193443352968e-07, + 2.142362092172334e-07, + 2.1400758498657524e-07, + 2.1377258008214994e-07, + 2.135357561883211e-07, + 2.133024281647522e-07, + 2.130661158616931e-07, + 2.128234370957216e-07, + 2.12583756820095e-07, + 2.1234515656942676e-07, + 2.1210330203302874e-07, + 2.1185580578730878e-07, + 2.116085795478284e-07, + 2.11367492397585e-07, + 2.1112410308887775e-07, + 2.1088061430418747e-07, + 2.106383476530027e-07, + 2.103922014384807e-07, + 2.1014058404489333e-07, + 2.0988539972677245e-07, + 2.09630343306344e-07, + 2.093785980150642e-07, + 2.091347965915702e-07, + 2.0889298468773632e-07, + 2.086503769760384e-07, + 2.0841072512212122e-07, + 2.0817525125949032e-07, + 2.0794260535694775e-07, + 2.0770995945440518e-07, + 2.074818894470809e-07, + 2.0725602212223748e-07, + 2.0703808445432514e-07, + 2.06814348757689e-07, + 2.0659341259943176e-07, + 2.063766686433155e-07, + 2.0616104734472174e-07, + 2.0594832506048988e-07, + 2.0573325798523e-07, + 2.0551550505842897e-07, + 2.0529684263692616e-07, + 2.0508034026534006e-07, + 2.0486143625930708e-07, + 2.0464052852275927e-07, + 2.0442263348741108e-07, + 2.0420876012394729e-07, + 2.0399406253091001e-07, + 2.037794075704369e-07, + 2.0356569052637496e-07, + 2.0335637884727475e-07, + 2.031489003684328e-07, + 2.0294383773489244e-07, + 2.027360039846826e-07, + 2.0252559806976933e-07, + 2.0231465214237687e-07, + 2.0210045192925463e-07, + 2.0189379767998616e-07, + 2.016899571799513e-07, + 2.0149259682966658e-07, + 2.0129552069647616e-07, + 2.0109524712097482e-07, + 2.0089454721983202e-07, + 2.0069651895937568e-07, + 2.0049905913310795e-07, + 2.0029891345529904e-07, + 2.0009717616176204e-07, + 1.9989985844404146e-07, + 1.997006080500796e-07, + 1.9949716545397678e-07, + 1.9928931749291223e-07, + 1.9907524517748243e-07, + 1.988595528246151e-07, + 1.9864116040935187e-07, + 1.984224411444302e-07, + 1.981995012556581e-07, + 1.9797784034381039e-07, + 1.9775652049247583e-07, + 1.975344758875508e-07, + 1.9731159284219757e-07, + 1.9708433285359206e-07, + 1.9685467123053968e-07, + 1.9662235217765556e-07, + 1.963937279469974e-07, + 1.9616463475813362e-07, + 1.9593800004713557e-07, + 1.957112374384451e-07, + 1.954860380237733e-07, + 1.9526054018115246e-07, + 1.9503754344896151e-07, + 1.9481734625514946e-07, + 1.945979875017656e-07, + 1.9438404308402824e-07, + 1.9417156238432653e-07, + 1.9396094330659253e-07, + 1.9375299586954497e-07, + 1.935463416202765e-07, + 1.9333910472596472e-07, + 1.9312803090087982e-07, + 1.9292288300221117e-07, + 1.9271905671303102e-07, + 1.925180441730845e-07, + 1.9231769954330957e-07, + 1.9211495327908779e-07, + 1.9191315914213192e-07, + 1.9171049814303842e-07, + 1.9150429864112084e-07, + 1.9129576855902997e-07, + 1.91090236967284e-07, + 1.9088435010417015e-07, + 1.906754647507114e-07, + 1.9046676413836394e-07, + 1.9025743824840902e-07, + 1.9004981766101992e-07, + 1.8984420080414566e-07 + ], + [ + 0.00010000000474974513, + 4.8923287977231666e-05, + 3.8188722101040184e-05, + 3.164870577165857e-05, + 2.738915463851299e-05, + 2.4131282771122642e-05, + 2.1900899810134433e-05, + 2.023131492023822e-05, + 1.8948565411847085e-05, + 1.7674021364655346e-05, + 1.6545331163797528e-05, + 1.5663135854993016e-05, + 1.4942008419893682e-05, + 1.4300891962193418e-05, + 1.3775546904071234e-05, + 1.3291021787154023e-05, + 1.2791222616215236e-05, + 1.2346818948572036e-05, + 1.1893418559338897e-05, + 1.144999623647891e-05, + 1.1082004675699864e-05, + 1.0809556442836765e-05, + 1.0524206118134316e-05, + 1.0221926459053066e-05, + 9.93693174677901e-06, + 9.65562321653124e-06, + 9.345741091237869e-06, + 9.00296709005488e-06, + 8.615696970082354e-06, + 8.230335879488848e-06, + 7.83101495471783e-06, + 7.422328053507954e-06, + 7.0406308623205405e-06, + 6.674062206002418e-06, + 6.340756499412237e-06, + 6.029595624568174e-06, + 5.7353813645022456e-06, + 5.473889814311406e-06, + 5.236299784883158e-06, + 5.022085588279879e-06, + 4.829008503293153e-06, + 4.642609383154195e-06, + 4.4708226596412715e-06, + 4.311001248424873e-06, + 4.1669709389680065e-06, + 4.037466169393156e-06, + 3.92235870094737e-06, + 3.8131786368467147e-06, + 3.712094667207566e-06, + 3.613087528719916e-06, + 3.518483936204575e-06, + 3.4250122098455904e-06, + 3.3376304600096773e-06, + 3.257617663621204e-06, + 3.182504542564857e-06, + 3.11235726258019e-06, + 3.048696726182243e-06, + 2.9885700314480346e-06, + 2.9315351639525034e-06, + 2.877839278880856e-06, + 2.82628843706334e-06, + 2.7767516712629003e-06, + 2.7304529339744477e-06, + 2.68624467025802e-06, + 2.644704181875568e-06, + 2.6039012936962536e-06, + 2.5660210667410865e-06, + 2.5287517928518355e-06, + 2.492971589163062e-06, + 2.4582386686233804e-06, + 2.424825424895971e-06, + 2.392692294961307e-06, + 2.3617008082510438e-06, + 2.3312397843255894e-06, + 2.3026848339213757e-06, + 2.2754463770979783e-06, + 2.247466227345285e-06, + 2.2206406811164925e-06, + 2.194404487454449e-06, + 2.169092567783082e-06, + 2.1441646822495386e-06, + 2.11978044717398e-06, + 2.0970674086129293e-06, + 2.074513758998364e-06, + 2.0520799353107577e-06, + 2.030645873674075e-06, + 2.0088923520233948e-06, + 1.9876067653967766e-06, + 1.9667065771500347e-06, + 1.9460549083305523e-06, + 1.9269355107098818e-06, + 1.908580770759727e-06, + 1.8911548522737576e-06, + 1.8740805671768612e-06, + 1.857086658674234e-06, + 1.84116390755662e-06, + 1.8247989146402688e-06, + 1.8088318256559432e-06, + 1.793163960428501e-06, + 1.7780629377739388e-06, + 1.7633893776292098e-06, + 1.7480783753853757e-06, + 1.7330534092252492e-06, + 1.7182699139084434e-06, + 1.7036705912687466e-06, + 1.6890104461708688e-06, + 1.6741470290071447e-06, + 1.6595948864051024e-06, + 1.6452962654511794e-06, + 1.6313728110617376e-06, + 1.617851125956804e-06, + 1.6047395092755323e-06, + 1.5921143585728714e-06, + 1.5796607613083324e-06, + 1.5679373746024794e-06, + 1.5564143041046918e-06, + 1.5449446664206334e-06, + 1.5336148635469726e-06, + 1.5222458387142979e-06, + 1.5113162135094171e-06, + 1.5005442719484563e-06, + 1.489760279582697e-06, + 1.4790463183089742e-06, + 1.4680981621495448e-06, + 1.4573173530152417e-06, + 1.446626242795901e-06, + 1.4357815416587982e-06, + 1.4249985724745784e-06, + 1.4141359088171157e-06, + 1.4032947319719824e-06, + 1.392701051372569e-06, + 1.38221344059275e-06, + 1.371934104099637e-06, + 1.3619594483316178e-06, + 1.352173285340541e-06, + 1.3424573808151763e-06, + 1.3332584103409317e-06, + 1.3240320413387963e-06, + 1.315297254222969e-06, + 1.3066965038888156e-06, + 1.2981813597434666e-06, + 1.2897953638457693e-06, + 1.2810993439416052e-06, + 1.2714453987427987e-06, + 1.261873649127665e-06, + 1.2524823205239954e-06, + 1.243284941665479e-06, + 1.2343596154096304e-06, + 1.225680421157449e-06, + 1.2171725529697142e-06, + 1.208936396324134e-06, + 1.201637815029244e-06, + 1.194527840198134e-06, + 1.1874647043441655e-06, + 1.180454660243413e-06, + 1.1734845202227007e-06, + 1.166772221949941e-06, + 1.1601345022427267e-06, + 1.153687662736047e-06, + 1.1475796100057778e-06, + 1.1417550922487862e-06, + 1.135979459832015e-06, + 1.1302233815513318e-06, + 1.1245164159845444e-06, + 1.1186782558070263e-06, + 1.112750283027708e-06, + 1.106879835788277e-06, + 1.100877057069738e-06, + 1.0946686188617605e-06, + 1.0884026551138959e-06, + 1.0820833722391399e-06, + 1.0757959216789459e-06, + 1.0694968750613043e-06, + 1.0631922577886144e-06, + 1.0568562629487133e-06, + 1.0506652188269072e-06, + 1.044462806021329e-06, + 1.038339974002156e-06, + 1.032276713885949e-06, + 1.0263439662594465e-06, + 1.0203743840975221e-06, + 1.0141511666006409e-06, + 1.0080141237267526e-06, + 1.0020896752394037e-06, + 9.963209777197335e-07, + 9.904656508297194e-07, + 9.84656594482658e-07, + 9.787491990209674e-07, + 9.72934003584669e-07, + 9.66933271229209e-07, + 9.608834261598531e-07, + 9.549402193442802e-07, + 9.492072763350734e-07, + 9.43409247611271e-07, + 9.375594913763052e-07, + 9.318096090282779e-07, + 9.261161153517605e-07, + 9.205197102346574e-07, + 9.152004167845007e-07, + 9.100045872401097e-07, + 9.049579716702283e-07, + 9.000424938676588e-07, + 8.952168286668893e-07, + 8.904194714887126e-07, + 8.856629278852779e-07, + 8.810603162601183e-07, + 8.765820211920072e-07, + 8.720514301785443e-07, + 8.676522043060686e-07, + 8.631940886516531e-07, + 8.58796283864649e-07, + 8.546061280867434e-07, + 8.504810011800146e-07, + 8.46479110805376e-07, + 8.425826649727242e-07, + 8.387605703319423e-07, + 8.348292794835288e-07, + 8.309069130518765e-07, + 8.270499733953329e-07, + 8.232025265897391e-07, + 8.194321594601206e-07, + 8.156673629855504e-07, + 8.11965549019078e-07, + 8.081265150394756e-07, + 8.044490300562757e-07, + 8.008435656847723e-07, + 7.971796662786801e-07, + 7.937152304293704e-07, + 7.904435506134178e-07, + 7.872726541791053e-07, + 7.841733804525575e-07, + 7.810747320036171e-07, + 7.780725468364835e-07, + 7.749812880319951e-07, + 7.719902441749582e-07, + 7.689885137551755e-07, + 7.659363632228633e-07, + 7.629542437825876e-07, + 7.599390983159537e-07, + 7.569099125248613e-07, + 7.539005082435324e-07, + 7.508577368753322e-07, + 7.477767667296575e-07, + 7.447279699590581e-07, + 7.417089591399417e-07, + 7.388070457636786e-07, + 7.359079177149397e-07, + 7.330310722863942e-07, + 7.300891411432531e-07, + 7.271115123330674e-07, + 7.241627031362441e-07, + 7.211438628473843e-07, + 7.181537853284681e-07, + 7.152667649279465e-07, + 7.124692729121307e-07, + 7.0963210418995e-07, + 7.066151965773315e-07, + 7.03593400430691e-07, + 7.006393616393325e-07, + 6.977622888371116e-07, + 6.949894668650813e-07, + 6.921904969203752e-07, + 6.89473210968572e-07, + 6.868187369946099e-07, + 6.841455615358427e-07, + 6.814576067881717e-07, + 6.786364110666909e-07, + 6.758774588888627e-07, + 6.732638553330617e-07, + 6.706861768179806e-07, + 6.68073198539787e-07, + 6.653955892943486e-07, + 6.627440711781674e-07, + 6.602394364563224e-07, + 6.577526505679998e-07, + 6.551914566443884e-07, + 6.525643811983173e-07, + 6.499261644421495e-07, + 6.473148346231028e-07, + 6.448071872000583e-07, + 6.422849310183665e-07, + 6.397662559720629e-07, + 6.372416692101979e-07, + 6.347686962726584e-07, + 6.323240313577116e-07, + 6.298134280768863e-07, + 6.271637289501086e-07, + 6.24539325144724e-07, + 6.22023264895688e-07, + 6.196476647346572e-07, + 6.173736437631305e-07, + 6.150666536086646e-07, + 6.127870051386708e-07, + 6.105277066126291e-07, + 6.082788672756578e-07, + 6.059910901967669e-07, + 6.036648301233072e-07, + 6.013474944666086e-07, + 5.991659577375685e-07, + 5.969562835161923e-07, + 5.947474051026802e-07, + 5.925361392655759e-07, + 5.902705879634595e-07, + 5.879885520698735e-07, + 5.857330052094767e-07, + 5.834816647620755e-07, + 5.811420464851835e-07, + 5.787960049019603e-07, + 5.764878210356983e-07, + 5.742555231336155e-07, + 5.720368676520593e-07, + 5.698495897377143e-07, + 5.677543413185049e-07, + 5.656918347085593e-07, + 5.63663149932836e-07, + 5.616752787318546e-07, + 5.597798917733599e-07, + 5.579216804108e-07, + 5.560751219491067e-07, + 5.542817689274671e-07, + 5.525231472347514e-07, + 5.509231186806574e-07, + 5.492981927091023e-07, + 5.477316449287173e-07, + 5.461560022013145e-07, + 5.44604802144022e-07, + 5.430328542388452e-07, + 5.414188990471303e-07, + 5.397759537117963e-07, + 5.38060874077928e-07, + 5.363170316741162e-07, + 5.345827958080918e-07, + 5.32914043560595e-07, + 5.312221560416219e-07, + 5.294226639307453e-07, + 5.27633687852358e-07, + 5.258688702269865e-07, + 5.240806331130443e-07, + 5.222722165854066e-07, + 5.204904027777957e-07, + 5.187249030313978e-07, + 5.169800374460465e-07, + 5.15291560532205e-07, + 5.136731147104001e-07, + 5.119883326187846e-07, + 5.10319125623937e-07, + 5.086417900201923e-07, + 5.070210136182141e-07, + 5.054768621448602e-07, + 5.038619974584435e-07, + 5.022305913371383e-07, + 5.006287437936408e-07, + 4.990646971236856e-07, + 4.975331648893189e-07, + 4.959763941769779e-07, + 4.944557190356136e-07, + 4.929915462525969e-07, + 4.915104909741785e-07, + 4.900483645542408e-07, + 4.886310875917843e-07, + 4.872015892942727e-07, + 4.857550948145217e-07, + 4.843292913392361e-07, + 4.829048521060031e-07, + 4.814765475202876e-07, + 4.800985493602639e-07, + 4.786896852237987e-07, + 4.77289233913325e-07, + 4.7591967700100213e-07, + 4.74563904617753e-07, + 4.7321202600869583e-07, + 4.7189931251523376e-07, + 4.706477625404659e-07, + 4.69375009970463e-07, + 4.6817206111882115e-07, + 4.669413442570658e-07, + 4.657117074202688e-07, + 4.6452052515633113e-07, + 4.6336569425875496e-07, + 4.621931282144942e-07, + 4.610523944847955e-07, + 4.599022815909848e-07, + 4.5872064902141574e-07, + 4.575528578243393e-07, + 4.563792401768296e-07, + 4.5517896296587423e-07, + 4.539721203400404e-07, + 4.527677219812176e-07, + 4.515471232480195e-07, + 4.5036520646135614e-07, + 4.491894003422203e-07, + 4.4807336507801665e-07, + 4.4697469547827495e-07, + 4.458800901829818e-07, + 4.4482072780738235e-07, + 4.4372646357260237e-07, + 4.426675275226444e-07, + 4.415642820276844e-07, + 4.4041769342584303e-07, + 4.393063761654048e-07, + 4.3814043237944134e-07, + 4.3700950413949613e-07, + 4.35922231645236e-07, + 4.3482685896378825e-07, + 4.3373995595175074e-07, + 4.326725502323825e-07, + 4.31616882679009e-07, + 4.305271943394473e-07, + 4.294373070479196e-07, + 4.2835887370529235e-07, + 4.2732321503535786e-07, + 4.263075084054435e-07, + 4.253595875525207e-07, + 4.243864566433331e-07, + 4.234539119352121e-07, + 4.2251457443853724e-07, + 4.215810349705862e-07, + 4.206573578358075e-07, + 4.197320038201724e-07, + 4.1880707613017876e-07, + 4.178808978849702e-07, + 4.169837666267995e-07, + 4.1610678636061493e-07, + 4.1522909555169463e-07, + 4.1438096332058194e-07, + 4.13551106248633e-07, + 4.1271047734880995e-07, + 4.1188394561686437e-07, + 4.110314364424994e-07, + 4.1016986074282613e-07, + 4.0928199496192974e-07, + 4.084029399109568e-07, + 4.0752999552751135e-07, + 4.0666148493073706e-07, + 4.0579624283054727e-07, + 4.0492750486009754e-07, + 4.040346368583414e-07, + 4.0315867977369635e-07, + 4.022815005555458e-07, + 4.0137842916010413e-07, + 4.0051870087154384e-07, + 3.996840689524106e-07, + 3.9888681158117834e-07, + 3.981001555075636e-07, + 3.973053992467612e-07, + 3.9650450389672187e-07, + 3.95688715570941e-07, + 3.948675839637872e-07, + 3.940237718325079e-07, + 3.9316918787335453e-07, + 3.923264557670336e-07, + 3.9150629049800045e-07, + 3.906377230578073e-07, + 3.8976887140051986e-07, + 3.8892230236342584e-07, + 3.880485905938258e-07, + 3.871784883813234e-07, + 3.862689368361316e-07, + 3.8535213775503507e-07, + 3.8445759287242254e-07, + 3.835499455817626e-07, + 3.82660942932489e-07, + 3.817885954049416e-07, + 3.809381325936556e-07, + 3.801168872996641e-07, + 3.792939082813973e-07, + 3.7847712519578636e-07, + 3.7768663219139853e-07, + 3.76911742705488e-07, + 3.761230686905037e-07, + 3.7532535657192057e-07, + 3.7453619938787597e-07, + 3.7380235085038294e-07, + 3.730820310465788e-07, + 3.723626207374764e-07, + 3.7163783872529166e-07, + 3.7089924376232375e-07, + 3.7016289411440084e-07, + 3.6944430803487194e-07, + 3.68716342791231e-07, + 3.679929818645178e-07, + 3.6726447660839767e-07, + 3.6650934021054127e-07, + 3.6576466300175525e-07, + 3.650540634225763e-07, + 3.6434684602681955e-07, + 3.6363445587994647e-07, + 3.6290455796006427e-07, + 3.621919688612252e-07, + 3.6147889659332577e-07, + 3.6080851373299083e-07, + 3.6013736348650127e-07, + 3.5945726040154113e-07, + 3.587489061374072e-07, + 3.580293252980482e-07, + 3.572877176338807e-07, + 3.565650388281938e-07, + 3.558606636033801e-07, + 3.55139292196327e-07, + 3.544190008142323e-07, + 3.5370618434171774e-07, + 3.5296145028951287e-07, + 3.522411020639993e-07, + 3.5149446375726257e-07, + 3.507578867356642e-07, + 3.500262266697973e-07, + 3.4930121728393715e-07, + 3.4862159736803733e-07, + 3.4795209558069473e-07, + 3.4730848597064323e-07, + 3.4669798765207815e-07, + 3.4610661714395974e-07, + 3.4551453609310556e-07, + 3.449329426530312e-07, + 3.443560672167223e-07, + 3.4378456348349573e-07, + 3.43228435895071e-07, + 3.4269197612957214e-07, + 3.421450571750029e-07, + 3.416052436477912e-07, + 3.4105954682672746e-07, + 3.405178574666934e-07, + 3.399735248876823e-07, + 3.3943561561500246e-07, + 3.3887741324178933e-07, + 3.382868669632444e-07, + 3.3768918683563243e-07, + 3.370854813056212e-07, + 3.364851579590322e-07, + 3.3589083159313304e-07, + 3.3531014764776046e-07, + 3.347097390360432e-07, + 3.3411592426091374e-07, + 3.335309770591266e-07, + 3.329289484099718e-07, + 3.3233186513825785e-07, + 3.317256869195262e-07, + 3.3110521258095105e-07, + 3.3046180192286556e-07, + 3.298095521131472e-07, + 3.2915608016992337e-07, + 3.2852000231287093e-07, + 3.2788540238470887e-07, + 3.2725719734116865e-07, + 3.266204373630899e-07, + 3.259773393438081e-07, + 3.253031479744095e-07, + 3.2462975241287495e-07, + 3.239606485294644e-07, + 3.232984511214454e-07, + 3.226442970571952e-07, + 3.2198863664234523e-07, + 3.213440891158825e-07, + 3.2072864541987656e-07, + 3.2013571171773947e-07, + 3.1956136581356986e-07, + 3.189732922237454e-07, + 3.183887145041808e-07, + 3.178116401159059e-07, + 3.1725090821055346e-07, + 3.1668974997955956e-07, + 3.1615317652722297e-07, + 3.156377488267026e-07, + 3.150910856675182e-07, + 3.1454575832867704e-07, + 3.140139881452342e-07, + 3.1347943263426714e-07, + 3.129468382212508e-07, + 3.123988676634326e-07, + 3.1183634519038606e-07, + 3.112721174147737e-07, + 3.107310533323471e-07, + 3.1018780077829433e-07, + 3.0964170605329855e-07, + 3.0909671977497055e-07, + 3.085609137087886e-07, + 3.080271540056856e-07, + 3.074912342526659e-07, + 3.069750675877003e-07, + 3.0647927928839636e-07, + 3.059720086184825e-07, + 3.054653348044667e-07, + 3.049603662930167e-07, + 3.044541472263518e-07, + 3.0394866712413204e-07, + 3.0344668289217225e-07, + 3.029537083421019e-07, + 3.024588295374997e-07, + 3.0196090960998845e-07, + 3.0147040774863854e-07, + 3.010003410963691e-07, + 3.0052973443162045e-07, + 3.000666595198709e-07, + 2.996076773342793e-07, + 2.9916219546066714e-07, + 2.9872566642552556e-07, + 2.9829482173227007e-07, + 2.978774489292846e-07, + 2.9747872076768545e-07, + 2.9709619298046164e-07, + 2.96707469260582e-07, + 2.963224972063472e-07, + 2.9592629857688735e-07, + 2.955457034659048e-07, + 2.951638293779979e-07, + 2.947739403680316e-07, + 2.9438632509481977e-07, + 2.9397750722637284e-07, + 2.935727820840839e-07, + 2.9314341531971877e-07, + 2.927120306139841e-07, + 2.9228601761133177e-07, + 2.918570487508987e-07, + 2.914300694101257e-07, + 2.910183809490263e-07, + 2.905881615333783e-07, + 2.9016158009653736e-07, + 2.89741507231156e-07, + 2.893081330057612e-07, + 2.888619690111227e-07, + 2.8840685217801365e-07, + 2.8794599415959965e-07, + 2.8750179126291187e-07, + 2.8706756438623415e-07, + 2.866300974346814e-07, + 2.8619604108826024e-07, + 2.857486833818257e-07, + 2.852942770914524e-07, + 2.848336180250044e-07, + 2.8435783860913943e-07, + 2.838667398918915e-07, + 2.8336114610283403e-07, + 2.8286262931942474e-07, + 2.8234933324711164e-07, + 2.8183387712488184e-07, + 2.813317507843749e-07, + 2.808318413372035e-07, + 2.8033781518388423e-07, + 2.7984648909296084e-07, + 2.793512692278455e-07, + 2.788456470170786e-07, + 2.7834522597913747e-07, + 2.7783659106717096e-07, + 2.7733850060940313e-07, + 2.768428259969369e-07, + 2.7633967647489044e-07, + 2.758266361979622e-07, + 2.7532337298907805e-07, + 2.74837617553203e-07, + 2.7436556138127344e-07, + 2.739092508363683e-07, + 2.73457288813006e-07, + 2.7300805527374905e-07, + 2.725677177295438e-07, + 2.7213269504500204e-07, + 2.7170764838047035e-07, + 2.712912419156055e-07, + 2.708890747271653e-07, + 2.704955477383919e-07, + 2.7011267889065493e-07, + 2.697289858133445e-07, + 2.6935487085211207e-07, + 2.689964730961947e-07, + 2.6864503865908773e-07, + 2.682862145775289e-07, + 2.6792329776981205e-07, + 2.6756359261526086e-07, + 2.672080086085771e-07, + 2.6685967213779804e-07, + 2.665132967649697e-07, + 2.6616632453624334e-07, + 2.6581653855828336e-07, + 2.6545438913672115e-07, + 2.650904491474648e-07, + 2.6472525860299356e-07, + 2.643451182393619e-07, + 2.6396330099487386e-07, + 2.6361141181041603e-07, + 2.632583289141621e-07, + 2.629065249948326e-07, + 2.6256614660269406e-07, + 2.6222681981380447e-07, + 2.6188664037363196e-07, + 2.6154310717174667e-07, + 2.611979255107144e-07, + 2.608506406431843e-07, + 2.6051648660541105e-07, + 2.6019097276730463e-07, + 2.5986886953432986e-07, + 2.595457431198156e-07, + 2.5922489044205577e-07, + 2.589086989246425e-07, + 2.5858724939098465e-07, + 2.5825167426773987e-07, + 2.5792121505219257e-07, + 2.575808935034729e-07, + 2.5723690555423673e-07, + 2.5689598714961903e-07, + 2.5654696855781367e-07, + 2.5619340249249944e-07, + 2.558423375376151e-07, + 2.5548362714289397e-07, + 2.551227282765467e-07, + 2.5475659981566423e-07, + 2.5439783257752424e-07, + 2.5404074222024065e-07, + 2.536966121624573e-07, + 2.5334591668979556e-07, + 2.530084088903095e-07, + 2.5266396619372244e-07, + 2.5230957589883474e-07, + 2.5195873831762583e-07, + 2.516136703434313e-07, + 2.5127195613094955e-07, + 2.509274281692342e-07, + 2.505937004571024e-07, + 2.502618769995024e-07, + 2.4993499891934334e-07, + 2.4960883138192003e-07, + 2.492961357347667e-07, + 2.4897812522794993e-07, + 2.486577557192504e-07, + 2.4833471456986445e-07, + 2.4800860387586e-07, + 2.4768868911451136e-07, + 2.473683480275213e-07, + 2.4706054091439e-07, + 2.4675051690792316e-07, + 2.4644603513479524e-07, + 2.461394785768789e-07, + 2.4583729896221485e-07, + 2.455375351928524e-07, + 2.4524391051272687e-07, + 2.449529574732878e-07, + 2.4465845172017e-07, + 2.4435610157524934e-07, + 2.44056280962468e-07, + 2.437553803247283e-07, + 2.4345021643057407e-07, + 2.43150282130955e-07, + 2.4284480559799704e-07, + 2.4253296260212664e-07, + 2.422253828626708e-07, + 2.419255906715989e-07, + 2.4163173861779796e-07, + 2.4132856424330384e-07, + 2.4101728968162206e-07, + 2.407017234418163e-07, + 2.4038496349021443e-07, + 2.4006993726288783e-07, + 2.3975454155333864e-07, + 2.3944156168909103e-07, + 2.391268765222776e-07, + 2.388102586792229e-07, + 2.3849594299463206e-07, + 2.3819387706680573e-07, + 2.3789549175035063e-07, + 2.3760199496791756e-07, + 2.37311965634035e-07, + 2.370223484149392e-07, + 2.3674226667935727e-07, + 2.3645846169983997e-07, + 2.3617671729425638e-07, + 2.3590861530919938e-07, + 2.3563330842080177e-07, + 2.3536216531283571e-07, + 2.3508603419486462e-07, + 2.3480635036321473e-07, + 2.3452207642549183e-07, + 2.3424081518896855e-07, + 2.33953230122097e-07, + 2.336631439447956e-07, + 2.333728872372376e-07, + 2.3308308527703048e-07, + 2.3279534389075707e-07, + 2.3251126890500018e-07, + 2.3222338541017962e-07, + 2.3192912124159193e-07, + 2.316372444965964e-07, + 2.3134657567425165e-07, + 2.3105793900413119e-07, + 2.307775019971814e-07, + 2.304941801867244e-07, + 2.3021807749046275e-07, + 2.2994365167505748e-07, + 2.2966985113725968e-07, + 2.2940608346289082e-07, + 2.29149748065538e-07, + 2.2889636852596595e-07, + 2.2863231663450279e-07, + 2.2836800894765474e-07, + 2.2810615973867243e-07, + 2.2783851250096632e-07, + 2.2756650253086264e-07, + 2.2729157933554234e-07, + 2.2701566138039198e-07, + 2.26745711984222e-07, + 2.2647921582574781e-07, + 2.262102611894079e-07, + 2.2594231552375277e-07, + 2.2566717916561174e-07, + 2.253837010357529e-07, + 2.251058930369254e-07, + 2.2481968642296124e-07, + 2.2453356507412536e-07, + 2.2424312362545606e-07, + 2.2394922893909097e-07, + 2.236561869040088e-07, + 2.2335655103233876e-07, + 2.2306575431230158e-07, + 2.2277743028098485e-07, + 2.224933979277921e-07, + 2.2220953610485594e-07, + 2.219285875071364e-07, + 2.2164877577779407e-07, + 2.2136342181511282e-07, + 2.2108663699782483e-07, + 2.2080762107634655e-07, + 2.2052903148050973e-07, + 2.2025270141057263e-07, + 2.1997715293764486e-07, + 2.1970454611164314e-07, + 2.1943114347777737e-07, + 2.191612935575904e-07, + 2.1889988488510426e-07, + 2.1863823462808796e-07, + 2.1837797703483375e-07, + 2.1811884209910204e-07, + 2.178652920292734e-07, + 2.176103635065374e-07, + 2.1735770872055582e-07, + 2.171088340219285e-07, + 2.1685211493149836e-07, + 2.1659933224782435e-07, + 2.1634957647620467e-07, + 2.1610641454117285e-07, + 2.1586636478332366e-07, + 2.1562833296684403e-07, + 2.1539402439429978e-07, + 2.1516351011996449e-07, + 2.1492604673767346e-07, + 2.1468569855187525e-07, + 2.144484909649691e-07, + 2.1421023177481402e-07, + 2.1397254101884755e-07, + 2.1373179492911731e-07, + 2.1349222834032844e-07, + 2.1325533339222602e-07, + 2.1301728736489167e-07, + 2.127845419863661e-07, + 2.1254550119920168e-07, + 2.1230431457297527e-07, + 2.1205921996170218e-07, + 2.1181875808906625e-07, + 2.115739761165969e-07, + 2.1132814254087862e-07, + 2.1108465375618835e-07, + 2.1084777301894064e-07, + 2.1061774191366567e-07, + 2.1039011244283756e-07, + 2.1016562357090152e-07, + 2.0994522742512345e-07, + 2.097292508551618e-07, + 2.0951019052972697e-07, + 2.0929095967403555e-07, + 2.0906948350329913e-07, + 2.088464157168346e-07, + 2.0862285055045504e-07, + 2.0839908643210947e-07, + 2.0817459756017342e-07, + 2.079501228990921e-07, + 2.0772431241766753e-07, + 2.0749615714521497e-07, + 2.0727122773678275e-07, + 2.070431008860396e-07, + 2.0681044077264232e-07, + 2.0657380161992478e-07, + 2.0633717667806195e-07, + 2.0610298179235542e-07, + 2.0586080040629895e-07, + 2.0561718372391624e-07, + 2.0537770240025566e-07, + 2.051349667908653e-07, + 2.0489906660259294e-07, + 2.046655112053486e-07, + 2.044352811481076e-07, + 2.0420787905095494e-07, + 2.039812301291022e-07, + 2.0376010922973364e-07, + 2.035425410440439e-07, + 2.0332596761818422e-07, + 2.031081294262549e-07, + 2.0288682378577505e-07, + 2.0266574551897065e-07, + 2.0244625886789436e-07, + 2.022292449055385e-07, + 2.02008820338051e-07, + 2.017916500562933e-07, + 2.0157723668035032e-07, + 2.013635196362884e-07, + 2.0114558196837606e-07, + 2.0093084174277465e-07, + 2.0071637152341282e-07, + 2.005072445854239e-07, + 2.002971086767502e-07, + 2.000913497113288e-07, + 1.9988321753316995e-07, + 1.9967509956586582e-07, + 1.9946926954617084e-07, + 1.992602989275838e-07, + 1.9905358783489646e-07, + 1.9884829782768065e-07, + 1.986461342085022e-07, + 1.9844340215513512e-07, + 1.9823514207928383e-07, + 1.9802750728104002e-07, + 1.978190198315133e-07, + 1.9761110081617517e-07, + 1.9740811296742322e-07, + 1.9720363297892618e-07, + 1.9700317466231354e-07, + 1.9680445006997616e-07, + 1.966037928013975e-07, + 1.9639894333067787e-07, + 1.9619582758423348e-07, + 1.9599087863753084e-07, + 1.9578179433210607e-07, + 1.9557660380087327e-07, + 1.9536922479801433e-07, + 1.9516399163421738e-07, + 1.949545236357153e-07, + 1.947457803908037e-07, + 1.9453800348401273e-07, + 1.9432958708875958e-07, + 1.9412176754940447e-07, + 1.9391778494082246e-07, + 1.9370820325548266e-07, + 1.934976268103128e-07, + 1.9328965095155581e-07, + 1.9307617549202405e-07, + 1.9285806729385513e-07, + 1.9264250283868023e-07, + 1.9242973792188423e-07, + 1.9221819513859373e-07, + 1.9200703604838054e-07, + 1.9180315291578154e-07, + 1.9159827502335247e-07, + 1.9139389451083844e-07, + 1.9119188721106184e-07, + 1.90988444614959e-07, + 1.9078701996022573e-07, + 1.905867463847244e-07, + 1.9038553489281185e-07, + 1.9018131069969968e-07, + 1.8997936024334194e-07, + 1.8978099092237244e-07, + 1.8958299108362553e-07, + 1.893839396416297e-07, + 1.8919094202374254e-07, + 1.8899939391303633e-07, + 1.8880562890899455e-07, + 1.88611153362217e-07, + 1.8841740256902995e-07, + 1.8822512970473326e-07, + 1.8802552403940354e-07, + 1.8782644417569827e-07, + 1.8763114439934725e-07, + 1.8743510565855104e-07, + 1.8723980588220002e-07, + 1.870453445462772e-07, + 1.8684946212488285e-07, + 1.8665241441340186e-07, + 1.8645984312115615e-07, + 1.862637759586505e-07, + 1.8606871776682965e-07, + 1.8587763861432904e-07, + 1.8569112114619202e-07, + 1.8549989988514426e-07, + 1.853084938829852e-07, + 1.851164768140734e-07, + 1.8492595188490668e-07, + 1.8473477325642307e-07, + 1.845417756385359e-07, + 1.8435187598697667e-07, + 1.841628005649909e-07, + 1.8397642520540103e-07, + 1.837917835700864e-07, + 1.836087477613546e-07, + 1.8342417718031356e-07, + 1.8323878236969904e-07, + 1.830550644399409e-07, + 1.8287045122633572e-07, + 1.8269059864906012e-07, + 1.8251087396947696e-07, + 1.8232529441775114e-07, + 1.8213850694337452e-07, + 1.819490904608756e-07, + 1.81760455575386e-07, + 1.8157261649776046e-07, + 1.8138702273517993e-07 + ], + [ + 9.999999747378752e-05, + 7.199319952633232e-05, + 5.7942572311731055e-05, + 5.1153168897144496e-05, + 4.553877442958765e-05, + 3.9857386582298204e-05, + 3.577465395210311e-05, + 3.3180389436893165e-05, + 3.066997305722907e-05, + 2.8435006242943928e-05, + 2.656854485394433e-05, + 2.4945629775174893e-05, + 2.3115440853871405e-05, + 2.151976696040947e-05, + 2.0302224584156647e-05, + 1.927668745338451e-05, + 1.8391965568298474e-05, + 1.7541326087666675e-05, + 1.6742929801694117e-05, + 1.6115593098220415e-05, + 1.5504281691391952e-05, + 1.4869028746034019e-05, + 1.4302298950497061e-05, + 1.3757504348177463e-05, + 1.324352797382744e-05, + 1.2799426258425228e-05, + 1.2375125152175315e-05, + 1.1950830412388314e-05, + 1.1533545148267876e-05, + 1.1166091098857578e-05, + 1.085322492144769e-05, + 1.0595957064651884e-05, + 1.0381821084592957e-05, + 1.0166094398300629e-05, + 9.894063623505645e-06, + 9.589061846781988e-06, + 9.290222806157544e-06, + 8.984106898424216e-06, + 8.688549314683769e-06, + 8.42304689285811e-06, + 8.176880328392144e-06, + 7.947871381475125e-06, + 7.710931640758645e-06, + 7.425272087857593e-06, + 7.1080203269957565e-06, + 6.780204330425477e-06, + 6.482026947196573e-06, + 6.213394499354763e-06, + 5.969920039206045e-06, + 5.750046511820983e-06, + 5.547129603655776e-06, + 5.358007001632359e-06, + 5.168009465705836e-06, + 4.983212875231402e-06, + 4.814035492017865e-06, + 4.652980805985862e-06, + 4.496930614550365e-06, + 4.350783456175122e-06, + 4.218013145873556e-06, + 4.089798039785819e-06, + 3.975117124355165e-06, + 3.864136033371324e-06, + 3.7547185911535053e-06, + 3.65353366760246e-06, + 3.5551915971154813e-06, + 3.4661350127862534e-06, + 3.382113163752365e-06, + 3.3035689739335794e-06, + 3.2247558010567445e-06, + 3.1517779461864848e-06, + 3.0808841984253377e-06, + 3.0117673759377794e-06, + 2.944402922366862e-06, + 2.8841595849371515e-06, + 2.8259187274670694e-06, + 2.7723247058020206e-06, + 2.7236214918957558e-06, + 2.6776529011840466e-06, + 2.6342627279518638e-06, + 2.5911688226187835e-06, + 2.5493905013718177e-06, + 2.508591023797635e-06, + 2.468768570906832e-06, + 2.427991603326518e-06, + 2.3900054202385945e-06, + 2.3532854811492143e-06, + 2.316178097316879e-06, + 2.2805065782449674e-06, + 2.2465251277026255e-06, + 2.213440666309907e-06, + 2.1806024506076938e-06, + 2.150374712073244e-06, + 2.1221044335106853e-06, + 2.0939341993653215e-06, + 2.0663628674810752e-06, + 2.040247409240692e-06, + 2.014474375755526e-06, + 1.9890426301572006e-06, + 1.964193643289036e-06, + 1.940361016750103e-06, + 1.9173528471583268e-06, + 1.895286231956561e-06, + 1.8732315538727562e-06, + 1.8512940869186423e-06, + 1.8289433683094103e-06, + 1.8079570054396754e-06, + 1.787217115634121e-06, + 1.7659986042417586e-06, + 1.7448616063120426e-06, + 1.7243183947357466e-06, + 1.7045759932443616e-06, + 1.6857388800417539e-06, + 1.6670771856297506e-06, + 1.6499063804076286e-06, + 1.6339444073310005e-06, + 1.6191039549084962e-06, + 1.6048285260694684e-06, + 1.5909997728158487e-06, + 1.5766754586366005e-06, + 1.5631009091521264e-06, + 1.5493652654186008e-06, + 1.5356326912296936e-06, + 1.5216355677694082e-06, + 1.5075581814016914e-06, + 1.4934498722141143e-06, + 1.4797986978010158e-06, + 1.4662132343801204e-06, + 1.4532341765516321e-06, + 1.440692813048372e-06, + 1.4288675629359204e-06, + 1.4173755289448309e-06, + 1.4065575442145928e-06, + 1.3963028777652653e-06, + 1.3860923218089738e-06, + 1.3759599823970348e-06, + 1.365873686154373e-06, + 1.3557656757257064e-06, + 1.3460166883305646e-06, + 1.3362075605982682e-06, + 1.3266007954371162e-06, + 1.3168527175366762e-06, + 1.3074444495941862e-06, + 1.2981198551642592e-06, + 1.28868509818858e-06, + 1.2793370842700824e-06, + 1.2700269280685461e-06, + 1.2607063126779394e-06, + 1.2515611160779372e-06, + 1.2426781950125587e-06, + 1.2338799706412829e-06, + 1.225348796651815e-06, + 1.2172650940556196e-06, + 1.2094798194084433e-06, + 1.2017234212180483e-06, + 1.1941888260480482e-06, + 1.1865447504533222e-06, + 1.1787926723627606e-06, + 1.1713785852407455e-06, + 1.16378737402556e-06, + 1.1561197652554256e-06, + 1.1484911510706297e-06, + 1.1409042599552777e-06, + 1.1332480198689154e-06, + 1.125766630138969e-06, + 1.118501131713856e-06, + 1.111276446863485e-06, + 1.1040541494367062e-06, + 1.0970254606945673e-06, + 1.0900738516284036e-06, + 1.0830925702975946e-06, + 1.0762611282189027e-06, + 1.0695424634832307e-06, + 1.0628540394463926e-06, + 1.056215637618152e-06, + 1.049605998559855e-06, + 1.043274437506625e-06, + 1.0369409437771537e-06, + 1.0307383035979e-06, + 1.0246710644423729e-06, + 1.0186738563788822e-06, + 1.0125476137545775e-06, + 1.006462071018177e-06, + 1.000480551738292e-06, + 9.945038073055912e-07, + 9.884864766718238e-07, + 9.82442770691705e-07, + 9.765807362782652e-07, + 9.706611763249384e-07, + 9.648621244195965e-07, + 9.592918104317505e-07, + 9.538179028822924e-07, + 9.484563747719221e-07, + 9.431105354451574e-07, + 9.378596814713092e-07, + 9.326727195002604e-07, + 9.275385650653334e-07, + 9.226133101947198e-07, + 9.177395554615941e-07, + 9.127264775088406e-07, + 9.076969718080363e-07, + 9.026469456330233e-07, + 8.977439733826031e-07, + 8.929384875955293e-07, + 8.88303475221619e-07, + 8.836773872644699e-07, + 8.790154311100196e-07, + 8.744421506889921e-07, + 8.699824434188486e-07, + 8.657380021759309e-07, + 8.615194246885949e-07, + 8.573846344006597e-07, + 8.532677497896657e-07, + 8.491317089465156e-07, + 8.450053314845718e-07, + 8.408991902797425e-07, + 8.368648423129343e-07, + 8.328451599481923e-07, + 8.288163257930137e-07, + 8.246906304520962e-07, + 8.206478696592967e-07, + 8.166114184859907e-07, + 8.126403940877935e-07, + 8.08653169315221e-07, + 8.047367714425491e-07, + 8.008999543562823e-07, + 7.968639579303272e-07, + 7.928845207061386e-07, + 7.88880186064489e-07, + 7.849430403439328e-07, + 7.810526199136802e-07, + 7.771410537316115e-07, + 7.732903100077237e-07, + 7.695189196965657e-07, + 7.657440050934383e-07, + 7.620349720127706e-07, + 7.583715273540292e-07, + 7.548288749603671e-07, + 7.51391553421854e-07, + 7.47938713629992e-07, + 7.444716061399959e-07, + 7.410376952066144e-07, + 7.376007715720334e-07, + 7.342698040702089e-07, + 7.308612453016394e-07, + 7.275119742189418e-07, + 7.241127377710654e-07, + 7.207877956716402e-07, + 7.175746077336953e-07, + 7.144469122977171e-07, + 7.114130085028592e-07, + 7.083816058184311e-07, + 7.053697004266724e-07, + 7.023330681477091e-07, + 6.993377041908388e-07, + 6.964500016692909e-07, + 6.935765668458771e-07, + 6.908128398208646e-07, + 6.880235901007836e-07, + 6.851959710729716e-07, + 6.823115086262987e-07, + 6.794753630856576e-07, + 6.765966418242897e-07, + 6.737825515301665e-07, + 6.709831268381095e-07, + 6.68264704017929e-07, + 6.65544064304413e-07, + 6.62833656406292e-07, + 6.601047743970412e-07, + 6.573671385012858e-07, + 6.546392796735745e-07, + 6.519952648886829e-07, + 6.493798991868971e-07, + 6.467961384259979e-07, + 6.442780886573019e-07, + 6.417144504666794e-07, + 6.391857141352375e-07, + 6.366598199747386e-07, + 6.342022516037105e-07, + 6.317513907561079e-07, + 6.294032459663867e-07, + 6.271374672905949e-07, + 6.249131843105715e-07, + 6.226986215551733e-07, + 6.205232239153702e-07, + 6.183711320773e-07, + 6.162032946122054e-07, + 6.141518156255188e-07, + 6.121481419540942e-07, + 6.101354301790707e-07, + 6.080898060645268e-07, + 6.060274131414189e-07, + 6.039491609044489e-07, + 6.018450449118973e-07, + 5.997371204102819e-07, + 5.976940542495868e-07, + 5.956789550509711e-07, + 5.937098990216327e-07, + 5.917652856624045e-07, + 5.897678079236357e-07, + 5.877977855561767e-07, + 5.85808436426305e-07, + 5.838534775648441e-07, + 5.819267130391381e-07, + 5.800212079520861e-07, + 5.781238314739312e-07, + 5.762295245403948e-07, + 5.743245310441125e-07, + 5.723707658944477e-07, + 5.704130217054626e-07, + 5.68422422020376e-07, + 5.663591764459852e-07, + 5.643264557875227e-07, + 5.622792400572507e-07, + 5.602517489933234e-07, + 5.582767244050046e-07, + 5.5629550388403e-07, + 5.543204792957113e-07, + 5.523466484191886e-07, + 5.504082309926162e-07, + 5.484881171469169e-07, + 5.465832941808912e-07, + 5.446447062240622e-07, + 5.427256155599025e-07, + 5.408263632489252e-07, + 5.389297825786343e-07, + 5.370575877350348e-07, + 5.352139282877033e-07, + 5.333196213541669e-07, + 5.314564077707473e-07, + 5.296160452417098e-07, + 5.277470336295664e-07, + 5.258731903268199e-07, + 5.239936058387684e-07, + 5.221468200033996e-07, + 5.203831960898242e-07, + 5.187069973544567e-07, + 5.170419967726048e-07, + 5.153810889169108e-07, + 5.137541734256956e-07, + 5.121268031871296e-07, + 5.104819820189732e-07, + 5.088559760224598e-07, + 5.072241151538037e-07, + 5.056334089204029e-07, + 5.041158601670759e-07, + 5.02597458762466e-07, + 5.010488166590221e-07, + 4.995083600078942e-07, + 4.979668801752268e-07, + 4.964437039234326e-07, + 4.949395133735379e-07, + 4.934634603159793e-07, + 4.919621687804465e-07, + 4.905065793536778e-07, + 4.88994658098818e-07, + 4.874808610111359e-07, + 4.859981004301517e-07, + 4.844948762183776e-07, + 4.83011888263718e-07, + 4.81544589092664e-07, + 4.800828037332394e-07, + 4.786257363775803e-07, + 4.771415547111246e-07, + 4.7560590132889047e-07, + 4.740651888823777e-07, + 4.725531255189708e-07, + 4.710801135843212e-07, + 4.696803159731644e-07, + 4.683487020429311e-07, + 4.6698625055796583e-07, + 4.6565088496208773e-07, + 4.6433871148110484e-07, + 4.6300587541736604e-07, + 4.616732951490121e-07, + 4.6037106926632987e-07, + 4.5911318125035905e-07, + 4.5794104153173976e-07, + 4.5677919047193427e-07, + 4.555965062991163e-07, + 4.543850877780642e-07, + 4.531803199370188e-07, + 4.519614549280959e-07, + 4.5070905230204517e-07, + 4.4947228161618114e-07, + 4.482644726522267e-07, + 4.470006444989849e-07, + 4.457042450667359e-07, + 4.444126489033806e-07, + 4.430732474247634e-07, + 4.416994840994448e-07, + 4.403652269502345e-07, + 4.390165031509241e-07, + 4.377045854653261e-07, + 4.3641369984470657e-07, + 4.351400662017113e-07, + 4.3390147652644373e-07, + 4.3263764837320196e-07, + 4.313424994961679e-07, + 4.300528644307633e-07, + 4.2883186779363314e-07, + 4.276563174698822e-07, + 4.2651780063351907e-07, + 4.254310113083193e-07, + 4.2431977931300935e-07, + 4.2319288695580326e-07, + 4.220395908305363e-07, + 4.208746133826935e-07, + 4.197140412998124e-07, + 4.185463922112831e-07, + 4.173453760358825e-07, + 4.161433935223613e-07, + 4.149985386447952e-07, + 4.138847202739271e-07, + 4.1270928363701387e-07, + 4.11541265066262e-07, + 4.1037807818611327e-07, + 4.092107133146783e-07, + 4.080801829786651e-07, + 4.0696761516301194e-07, + 4.0591598349237756e-07, + 4.048687571867049e-07, + 4.0384193766840326e-07, + 4.028140665468527e-07, + 4.018381218884315e-07, + 4.009016549844091e-07, + 3.9997269141167635e-07, + 3.9903565607346536e-07, + 3.981473355452181e-07, + 3.9722681322018616e-07, + 3.963123162975535e-07, + 3.953869907036278e-07, + 3.944569186842273e-07, + 3.9352389080704597e-07, + 3.925967746454262e-07, + 3.916894684152794e-07, + 3.907567247551924e-07, + 3.8984458683444245e-07, + 3.8892977727300604e-07, + 3.8798350487923017e-07, + 3.870246132464672e-07, + 3.8605921304224466e-07, + 3.8510253830281727e-07, + 3.8418781400650914e-07, + 3.8326359685925127e-07, + 3.8239718946897483e-07, + 3.8151850390022446e-07, + 3.8062165685914806e-07, + 3.797523504545097e-07, + 3.7887610915277037e-07, + 3.7799316032760544e-07, + 3.7709716593781195e-07, + 3.7619795989485283e-07, + 3.753092414626735e-07, + 3.7445249745360343e-07, + 3.736160181233572e-07, + 3.727558066657366e-07, + 3.718823506915214e-07, + 3.7105112937751983e-07, + 3.702220965351444e-07, + 3.6941554526492837e-07, + 3.6858139651485544e-07, + 3.677340600916068e-07, + 3.668673969059455e-07, + 3.659988863091712e-07, + 3.651327062925702e-07, + 3.6426243354981125e-07, + 3.634287395470892e-07, + 3.625966655818047e-07, + 3.6175316608932917e-07, + 3.6090835919821984e-07, + 3.6007077142130584e-07, + 3.5925094721278583e-07, + 3.5838570511259604e-07, + 3.5749025073528173e-07, + 3.565938300198468e-07, + 3.556876606580772e-07, + 3.5477717119647423e-07, + 3.538782209489e-07, + 3.529872856233851e-07, + 3.5210507576266536e-07, + 3.5120035590807674e-07, + 3.503031678064872e-07, + 3.493981068913854e-07, + 3.485229740363138e-07, + 3.476364724974701e-07, + 3.4673638538151863e-07, + 3.458252137988893e-07, + 3.448831193963997e-07, + 3.439536442328972e-07, + 3.4304298424103763e-07, + 3.4214335187243705e-07, + 3.412623357235134e-07, + 3.403893344966491e-07, + 3.395237229142367e-07, + 3.3863511816889513e-07, + 3.377759014711046e-07, + 3.369398484664998e-07, + 3.3608526450734644e-07, + 3.352529631683865e-07, + 3.344013919104327e-07, + 3.3354345418956655e-07, + 3.326946114157181e-07, + 3.318639301141957e-07, + 3.310404110834497e-07, + 3.3023044920810207e-07, + 3.2941198924163473e-07, + 3.2861186127775e-07, + 3.2781977665763407e-07, + 3.2704133445804473e-07, + 3.262606753651198e-07, + 3.255017020364903e-07, + 3.2475307421009347e-07, + 3.240011210436933e-07, + 3.232694041344075e-07, + 3.2255860560326255e-07, + 3.2186403586820234e-07, + 3.2115022463585774e-07, + 3.2046369824456633e-07, + 3.1978490255824e-07, + 3.1910238362797827e-07, + 3.1843313763602055e-07, + 3.177753455929633e-07, + 3.171314801875269e-07, + 3.1648772846892825e-07, + 3.1583073223373503e-07, + 3.1514710485680553e-07, + 3.144957929634984e-07, + 3.138580950690084e-07, + 3.1323611437983345e-07, + 3.12608420927063e-07, + 3.11977260025742e-07, + 3.1133882316680683e-07, + 3.1071272132976446e-07, + 3.100916785570007e-07, + 3.094835960837372e-07, + 3.088817663865484e-07, + 3.083101489664841e-07, + 3.0774080528317427e-07, + 3.072009917559626e-07, + 3.0664639893984713e-07, + 3.0612170576205244e-07, + 3.0560562436221517e-07, + 3.0511324666804285e-07, + 3.046112055926642e-07, + 3.041158436190017e-07, + 3.0362315328602563e-07, + 3.0313540833049046e-07, + 3.0264826023085334e-07, + 3.021675354375475e-07, + 3.0169579190442164e-07, + 3.012212630437716e-07, + 3.0075045742705697e-07, + 3.002893436132581e-07, + 2.998232560003089e-07, + 2.9935270617897913e-07, + 2.988887217725278e-07, + 2.984171203479491e-07, + 2.9794369993396685e-07, + 2.97458484510571e-07, + 2.9697224590563565e-07, + 2.964873999644624e-07, + 2.9598788842122303e-07, + 2.9548263569267874e-07, + 2.949676343177998e-07, + 2.9445735094668635e-07, + 2.939420369330037e-07, + 2.9343794949454605e-07, + 2.9293138936736796e-07, + 2.9242593768685765e-07, + 2.918984876032482e-07, + 2.913810703830677e-07, + 2.908646763444267e-07, + 2.903464348946727e-07, + 2.8982128696952714e-07, + 2.89305546630203e-07, + 2.888116625854309e-07, + 2.883134868625348e-07, + 2.878261113892222e-07, + 2.873519520107948e-07, + 2.868784747533937e-07, + 2.8638794447033433e-07, + 2.8588951295205334e-07, + 2.853799117019662e-07, + 2.848706230906828e-07, + 2.843638924332481e-07, + 2.838611408151337e-07, + 2.8335855972727586e-07, + 2.8286069664318347e-07, + 2.8236587468200014e-07, + 2.8187790235278953e-07, + 2.813993660311098e-07, + 2.8091884018977e-07, + 2.804365806241549e-07, + 2.7996139806418796e-07, + 2.7948686920353794e-07, + 2.78998413705267e-07, + 2.785125161608448e-07, + 2.7804989599644614e-07, + 2.776012308913778e-07, + 2.771548679447733e-07, + 2.7672481905938184e-07, + 2.762912174603116e-07, + 2.7585537054619635e-07, + 2.7541739200387383e-07, + 2.7498384724822245e-07, + 2.745465224052168e-07, + 2.7411235237195797e-07, + 2.7367073585082835e-07, + 2.732313362230343e-07, + 2.7277846470497025e-07, + 2.7233105015511683e-07, + 2.7188292506252765e-07, + 2.7142419867232093e-07, + 2.709698776470759e-07, + 2.705170345507213e-07, + 2.7007587277694256e-07, + 2.6963564891957503e-07, + 2.6919360607280396e-07, + 2.6874823788602953e-07, + 2.683063371478056e-07, + 2.6788757168105803e-07, + 2.674721315543138e-07, + 2.670584535735543e-07, + 2.66639375468003e-07, + 2.6622782911545073e-07, + 2.658103142039181e-07, + 2.653931119311892e-07, + 2.649705947987968e-07, + 2.6455958845872374e-07, + 2.6414699050292256e-07, + 2.6373399464318936e-07, + 2.6332909897064383e-07, + 2.629309392432333e-07, + 2.6252791940351017e-07, + 2.621029864258162e-07, + 2.616910421693319e-07, + 2.612752041386557e-07, + 2.6085544391207804e-07, + 2.60440742749779e-07, + 2.600389450435614e-07, + 2.596366073248646e-07, + 2.5922196300598443e-07, + 2.5881084297907364e-07, + 2.583992113613931e-07, + 2.57979024809174e-07, + 2.5755505816960067e-07, + 2.571390211869584e-07, + 2.567364845162956e-07, + 2.563292014201579e-07, + 2.559271479185554e-07, + 2.5552699867148476e-07, + 2.551195450450905e-07, + 2.547207884617819e-07, + 2.543299046919856e-07, + 2.539241279464477e-07, + 2.5352687771373894e-07, + 2.5314108142993064e-07, + 2.5274678705500264e-07, + 2.523518105590483e-07, + 2.519559814118111e-07, + 2.5156509764201473e-07, + 2.5117202540059225e-07, + 2.507881333713158e-07, + 2.5040762352546153e-07, + 2.5002941583807115e-07, + 2.496510660421336e-07, + 2.492712383173057e-07, + 2.4889578753573005e-07, + 2.4852971591826645e-07, + 2.48168078087474e-07, + 2.478111014170281e-07, + 2.474582174727402e-07, + 2.4710826096452365e-07, + 2.4674685050740663e-07, + 2.463842179167841e-07, + 2.460232053635991e-07, + 2.4567268042119395e-07, + 2.45336963189402e-07, + 2.450141494136915e-07, + 2.446969631364482e-07, + 2.4438173795715556e-07, + 2.440629316424747e-07, + 2.437427326640318e-07, + 2.434250916394376e-07, + 2.4310008939210093e-07, + 2.42773353420489e-07, + 2.4244286578323226e-07, + 2.4211564664256e-07, + 2.417868643078691e-07, + 2.4145862198565737e-07, + 2.411308344107965e-07, + 2.408107491191913e-07, + 2.4048966906775604e-07, + 2.4016205202315177e-07, + 2.3983017172213295e-07, + 2.3949158389768854e-07, + 2.3914563485050166e-07, + 2.388054838320386e-07, + 2.3845862529014994e-07, + 2.3811323046629695e-07, + 2.377632881689351e-07, + 2.374214176370515e-07, + 2.3707997343080933e-07, + 2.3674208193824597e-07, + 2.364084821238066e-07, + 2.3607283594628825e-07, + 2.3572978591346327e-07, + 2.3538251525678788e-07, + 2.3503943680225348e-07, + 2.346900345173708e-07, + 2.3433831586316956e-07, + 2.3399019255521125e-07, + 2.3364056289665314e-07, + 2.3330078136041266e-07, + 2.329703647774295e-07, + 2.3263221748948126e-07, + 2.3228986378853733e-07, + 2.3195137544007594e-07, + 2.3161980777786084e-07, + 2.3129283022171876e-07, + 2.3097253176729282e-07, + 2.3064424681251694e-07, + 2.3031958562569343e-07, + 2.300097605711926e-07, + 2.2970448299020063e-07, + 2.2939967436741426e-07, + 2.2910226959993452e-07, + 2.2880483641074534e-07, + 2.2851310177429696e-07, + 2.2822302980785025e-07, + 2.2793351206473744e-07, + 2.2764821494547505e-07, + 2.2736078619800537e-07, + 2.2708677249738685e-07, + 2.2682380063088203e-07, + 2.2656290354916564e-07, + 2.2630889873198612e-07, + 2.2606081984122284e-07, + 2.258159668144799e-07, + 2.2556876899670897e-07, + 2.2531767740474606e-07, + 2.2507971664254e-07, + 2.2484391593025066e-07, + 2.246063246502672e-07, + 2.2437582458678662e-07, + 2.2414562295125506e-07, + 2.2392175935692649e-07, + 2.23692751433191e-07, + 2.2345972183757112e-07, + 2.2322838333366235e-07, + 2.2298478086213436e-07, + 2.2273900412983494e-07, + 2.224975190756595e-07, + 2.2224566009754199e-07, + 2.2198548776941607e-07, + 2.2172567071265803e-07, + 2.2147087008761446e-07, + 2.212210290508665e-07, + 2.2097071905591292e-07, + 2.207161458045448e-07, + 2.2046063463676546e-07, + 2.201993964945359e-07, + 2.1993682253196312e-07, + 2.196737511894753e-07, + 2.1940833505595947e-07, + 2.1915433023877995e-07, + 2.1890257073664543e-07, + 2.1866382837743004e-07, + 2.184293492746292e-07, + 2.1819556650370941e-07, + 2.1796270743834611e-07, + 2.1773472269615013e-07, + 2.1751067436071025e-07, + 2.172854181026196e-07, + 2.170607018570081e-07, + 2.1683145234874246e-07, + 2.1659752746927552e-07, + 2.1636125779878057e-07, + 2.1612669343085145e-07, + 2.1589367804608628e-07, + 2.1566337693457172e-07, + 2.1543242212374025e-07, + 2.1520702375710243e-07, + 2.1497905322576116e-07, + 2.1474346567629254e-07, + 2.145079491810975e-07, + 2.142705994856442e-07, + 2.1402955496796494e-07, + 2.1379082681960426e-07, + 2.135558645477431e-07, + 2.1331848643058038e-07, + 2.1308258624230803e-07, + 2.128450375948887e-07, + 2.1260835580960702e-07, + 2.1237514147287584e-07, + 2.1214519563272916e-07, + 2.119192856753216e-07, + 2.1169832109535491e-07, + 2.1147802442555985e-07, + 2.112582961899534e-07, + 2.1103201675032324e-07, + 2.1080573731069308e-07, + 2.1057959997961007e-07, + 2.1035204156305554e-07, + 2.1012749584770063e-07, + 2.0989624260892015e-07, + 2.0966223246432492e-07, + 2.094291602361409e-07, + 2.0920197130180895e-07, + 2.0897348917969794e-07, + 2.087395785110857e-07, + 2.0851187798598403e-07, + 2.0827967261993763e-07, + 2.0804596090329142e-07, + 2.0780846909929096e-07, + 2.0757450158725987e-07, + 2.0733514816129173e-07, + 2.0710099590814934e-07, + 2.0686904633748782e-07, + 2.066411184387107e-07, + 2.0641311948566e-07, + 2.0618402629679622e-07, + 2.0595318517280248e-07, + 2.057255699128291e-07, + 2.054961782960163e-07, + 2.052659482387753e-07, + 2.050269216624656e-07, + 2.047874119170956e-07, + 2.0455244964523445e-07, + 2.0432044323115406e-07, + 2.0409068213211867e-07, + 2.0386043786402297e-07, + 2.0363313524285331e-07, + 2.0340985429356806e-07, + 2.0318614701864135e-07, + 2.029635339795277e-07, + 2.0273900247502752e-07, + 2.0251991372788325e-07, + 2.0230287134381797e-07, + 2.020847063022302e-07, + 2.018622353716637e-07, + 2.016362969925467e-07, + 2.0141168022291822e-07, + 2.011904882692761e-07, + 2.0097327535495424e-07, + 2.0075754036952276e-07, + 2.0054021376836317e-07, + 2.0032287295634887e-07, + 2.0010701007322496e-07, + 1.9988702604223363e-07, + 1.996721721297945e-07, + 1.9945719031966291e-07, + 1.9924007688132406e-07, + 1.9902130077298352e-07, + 1.9880380364156736e-07, + 1.985859512387833e-07, + 1.9836903675241047e-07, + 1.981515396209943e-07, + 1.979386041739417e-07, + 1.9772579662458156e-07, + 1.975141827870175e-07, + 1.9730653377791896e-07, + 1.971011869272843e-07, + 1.969002170199019e-07, + 1.9669673179123492e-07, + 1.9649505134111678e-07, + 1.9629626990536053e-07, + 1.960977868975533e-07, + 1.958975417437614e-07, + 1.9569580445022439e-07, + 1.9549570140497963e-07, + 1.9529771577708743e-07, + 1.9510123649979505e-07, + 1.9490593672344403e-07, + 1.9470667211862747e-07, + 1.9450941124432575e-07, + 1.9430960662703e-07, + 1.9410934726238338e-07, + 1.9390694205867476e-07, + 1.9370892800907313e-07, + 1.9350643754023622e-07, + 1.9330045120113937e-07, + 1.930965964902498e-07, + 1.9289565500457684e-07, + 1.926980957023261e-07, + 1.924974810663116e-07, + 1.9229578640533873e-07, + 1.9209518598017894e-07, + 1.9189533873031905e-07, + 1.9169658571627224e-07, + 1.9149427998854662e-07, + 1.9129173267629085e-07, + 1.910891995748898e-07, + 1.9089110026015987e-07, + 1.9069311463226768e-07, + 1.904957969145471e-07, + 1.9029835129913408e-07, + 1.9010407470432256e-07, + 1.8990905914506584e-07, + 1.897140151640997e-07, + 1.8952165703467472e-07, + 1.8933086209926842e-07, + 1.8913736710146622e-07, + 1.8894166942118318e-07, + 1.8874708018756792e-07, + 1.8855301675557712e-07, + 1.8835964965546736e-07, + 1.8816423619227862e-07, + 1.8797241807533283e-07, + 1.8777865307129105e-07, + 1.8758807129870547e-07, + 1.8739922325039515e-07, + 1.8720531613780622e-07, + 1.8701007320487406e-07, + 1.8681635083339643e-07, + 1.8662333900465455e-07, + 1.8643291355147085e-07, + 1.8624218967033812e-07, + 1.8605280160954862e-07, + 1.858630156448271e-07, + 1.856698901292475e-07, + 1.8547765989751497e-07, + 1.8528453438193537e-07, + 1.850934836511442e-07, + 1.84899988653342e-07, + 1.847073178851133e-07, + 1.8451329708568665e-07, + 1.84321422125322e-07, + 1.8412760027786135e-07, + 1.8393753009604552e-07, + 1.8374421983935463e-07, + 1.8355379438617092e-07, + 1.8336220364290057e-07, + 1.8317108185783582e-07, + 1.8298051429610496e-07, + 1.8278954883044207e-07, + 1.825997060223017e-07, + 1.8241010479869146e-07, + 1.8222164044345845e-07, + 1.8203498086677428e-07, + 1.8185089345479355e-07, + 1.816658539155469e-07, + 1.81481226491087e-07, + 1.8129742329620058e-07, + 1.811140322161009e-07, + 1.8093153641984827e-07, + 1.807533038800102e-07, + 1.8057683348615683e-07, + 1.8040337579350307e-07, + 1.802282270091382e-07, + 1.8005511037699762e-07, + 1.798848785483642e-07, + 1.7971794363802474e-07, + 1.795511366253777e-07, + 1.793856796439286e-07, + 1.792199384453852e-07, + 1.7905375671034562e-07, + 1.788877170838532e-07, + 1.7871919055778562e-07, + 1.7855084877282934e-07, + 1.783802190402639e-07, + 1.7820832454162883e-07, + 1.7804046592573286e-07, + 1.7787085937470692e-07, + 1.7770250337889593e-07, + 1.7753482950411126e-07, + 1.7736526558564947e-07, + 1.7720032019497012e-07, + 1.7703544585856434e-07, + 1.7686993203369639e-07, + 1.7670048180207232e-07, + 1.765299515454899e-07, + 1.7635414906180813e-07, + 1.7617801972846792e-07, + 1.760006824724769e-07, + 1.758245531391367e-07, + 1.7564941856562655e-07, + 1.7547021968766785e-07, + 1.752941614086012e-07, + 1.7511899841338163e-07, + 1.7494318171884515e-07, + 1.74770391936363e-07, + 1.7459760215388087e-07, + 1.7442465605199686e-07, + 1.7425199416720716e-07, + 1.7408278552011325e-07, + 1.739159785074662e-07, + 1.737476083008005e-07, + 1.735786838708009e-07, + 1.7341157843020483e-07, + 1.7324677514807263e-07, + 1.730828813606422e-07, + 1.7292074971919646e-07, + 1.727581206978357e-07, + 1.7259746698528033e-07, + 1.7243718275494757e-07, + 1.7227442583589436e-07, + 1.721167706136839e-07, + 1.7195992541019223e-07, + 1.7180353495405143e-07 + ] + ], + "training_efficiencies": [ + [ + 0.0078125, + 0.00509532168507576, + 0.010358939878642559, + -0.00019178660295438021, + 0.0005174989346414804, + 0.0007084252429194748, + 0.0007877254392951727, + 0.0007912806468084455, + 0.0007803853950463235, + 0.0007563139079138637, + 0.0007246166933327913, + 0.0006853848462924361, + 0.0006461777375079691, + 0.0006076779100112617, + 0.0005743351066485047, + 0.00054906215518713, + 0.0005256235599517822, + 0.0005039521493017673, + 0.0004832135746255517, + 0.0004648780741263181, + 0.00044845990487374365, + 0.00043216836638748646, + 0.0004166434518992901, + 0.00040130980778485537, + 0.00038642308209091425, + 0.0003728967276401818, + 0.0003603756777010858, + 0.0003493007679935545, + 0.0003393337829038501, + 0.0003301505057606846, + 0.00032128876773640513, + 0.00031311981729231775, + 0.0003053628606721759, + 0.0002979780256282538, + 0.0002912630152422935, + 0.0002847311843652278, + 0.00027841897099278867, + 0.0002724415680859238, + 0.0002669571549631655, + 0.00026185702881775796, + 0.00025695175281725824, + 0.00025214694323949516, + 0.0002474564826115966, + 0.00024297287745866925, + 0.00023861468071117997, + 0.00023432644957210869, + 0.00023029094154480845, + 0.00022640776296611875, + 0.00022258271928876638, + 0.00021884196030441672, + 0.00021526274213101715, + 0.0002117544790962711, + 0.0002083650470012799, + 0.00020516967924777418, + 0.00020207645138725638, + 0.00019905026420019567, + 0.00019604095723479986, + 0.00019313753000460565, + 0.0001903421652968973, + 0.0001875499146990478, + 0.00018475805700290948, + 0.0001821166806621477, + 0.00017954164650291204, + 0.00017707418010104448, + 0.00017463829135522246, + 0.00017230611410923302, + 0.00017008662689477205, + 0.0001679661509115249, + 0.0001659007539274171, + 0.00016384963237214833, + 0.00016179587692022324, + 0.00015976707800291479, + 0.00015771145990584046, + 0.00015570833056699485, + 0.0001537735661258921, + 0.00015191052807494998, + 0.0001501202496001497, + 0.00014846214617136866, + 0.00014687801012769341, + 0.00014528738392982632, + 0.00014369902783073485, + 0.0001420872868038714, + 0.00014052465849090368, + 0.00013892483548261225, + 0.0001373519335174933, + 0.00013582313840743154, + 0.00013434833090286702, + 0.00013294335803948343, + 0.00013155826309230179, + 0.00013020580809097737, + 0.00012885426986031234, + 0.0001275677204830572, + 0.0001262629812117666, + 0.00012492967653088272, + 0.00012364538270048797, + 0.00012238886847626418, + 0.0001211506241816096, + 0.00011996629473287612, + 0.0001187955858767964, + 0.00011768597323680297, + 0.00011660564632620662, + 0.00011556471872609109, + 0.00011453276238171384, + 0.00011353095760568976, + 0.00011256325524300337, + 0.00011161369184264913, + 0.00011068210005760193, + 0.00010977264173561707, + 0.00010886476229643449, + 0.0001079726789612323, + 0.0001071076694643125, + 0.0001062391311279498, + 0.00010538587957853451, + 0.00010451759590068832, + 0.00010366480273660272, + 0.00010283349547535181, + 0.00010200632823398337, + 0.00010120708611793816, + 0.00010042406211141497, + 9.965758363250643e-05, + 9.891216177493334e-05, + 9.818316902965307e-05, + 9.747983131092042e-05, + 9.679116919869557e-05, + 9.611215500626713e-05, + 9.543768101138994e-05, + 9.4781287771184e-05, + 9.411667269887403e-05, + 9.345282160211354e-05, + 9.278074139729142e-05, + 9.210380812874064e-05, + 9.141906048171222e-05, + 9.073513501789421e-05, + 9.005122410599142e-05, + 8.935967343859375e-05, + 8.867298311088234e-05, + 8.798689668765292e-05, + 8.728139073355123e-05, + 8.658781734993681e-05, + 8.590496145188808e-05, + 8.523855649400502e-05, + 8.457202784484252e-05, + 8.391906158067286e-05, + 8.328539843205363e-05, + 8.267040539067239e-05, + 8.207299833884463e-05, + 8.147563494276255e-05, + 8.092661300906911e-05, + 8.037529914872721e-05, + 7.984892727108672e-05, + 7.932731386972591e-05, + 7.88182151154615e-05, + 7.831629773136228e-05, + 7.782294414937496e-05, + 7.733848906354979e-05, + 7.685770106036216e-05, + 7.63739735702984e-05, + 7.589265442220494e-05, + 7.542346429545432e-05, + 7.49678147258237e-05, + 7.451009878423065e-05, + 7.407007797155529e-05, + 7.363589247688651e-05, + 7.319930591620505e-05, + 7.27688311599195e-05, + 7.234323129523546e-05, + 7.192242628661916e-05, + 7.151551108108833e-05, + 7.111583545338362e-05, + 7.072024891385809e-05, + 7.033051224425435e-05, + 6.993972783675417e-05, + 6.954793207114562e-05, + 6.916400161571801e-05, + 6.878712883917615e-05, + 6.84069818817079e-05, + 6.803651194786653e-05, + 6.766840670024976e-05, + 6.729974847985432e-05, + 6.6928900196217e-05, + 6.655143806710839e-05, + 6.617522012675181e-05, + 6.579922046512365e-05, + 6.543208291986957e-05, + 6.50687943561934e-05, + 6.471036613220349e-05, + 6.435714749386534e-05, + 6.399453559424728e-05, + 6.363933789543808e-05, + 6.32780502201058e-05, + 6.290291639743373e-05, + 6.25391403445974e-05, + 6.218952330527827e-05, + 6.185433448990807e-05, + 6.15227036178112e-05, + 6.118500459706411e-05, + 6.0848527937196195e-05, + 6.0521168052218854e-05, + 6.021037552272901e-05, + 5.9905138186877593e-05, + 5.959699774393812e-05, + 5.928399332333356e-05, + 5.899063762626611e-05, + 5.8696001360658556e-05, + 5.840631638420746e-05, + 5.809978028992191e-05, + 5.7802597439149395e-05, + 5.7511926570441574e-05, + 5.722980495193042e-05, + 5.693819184671156e-05, + 5.664567288476974e-05, + 5.6346347264479846e-05, + 5.6057113397400826e-05, + 5.578297714237124e-05, + 5.551211506826803e-05, + 5.524336302187294e-05, + 5.4980326240183786e-05, + 5.473407873068936e-05, + 5.4488649766426533e-05, + 5.424282790045254e-05, + 5.399947622208856e-05, + 5.376633635023609e-05, + 5.355403482099064e-05, + 5.334506568033248e-05, + 5.314032387104817e-05, + 5.2941257308702916e-05, + 5.2742303523700684e-05, + 5.254844290902838e-05, + 5.2354786021169275e-05, + 5.215714918449521e-05, + 5.196253550820984e-05, + 5.176949707674794e-05, + 5.157450868864544e-05, + 5.137461266713217e-05, + 5.1174713007640094e-05, + 5.096511449664831e-05, + 5.075435183243826e-05, + 5.053581844549626e-05, + 5.031612818129361e-05, + 5.009924643673003e-05, + 4.98806984978728e-05, + 4.966271444573067e-05, + 4.9446640332462266e-05, + 4.922951484331861e-05, + 4.9017944547813386e-05, + 4.8814072215463966e-05, + 4.860904300585389e-05, + 4.8409896407974884e-05, + 4.8210251406999305e-05, + 4.801311661140062e-05, + 4.782142787007615e-05, + 4.763370452565141e-05, + 4.7448877012357116e-05, + 4.726545012090355e-05, + 4.7084027755772695e-05, + 4.690290370490402e-05, + 4.672563954954967e-05, + 4.654468284570612e-05, + 4.636540325009264e-05, + 4.618180901161395e-05, + 4.599839303409681e-05, + 4.5817563659511507e-05, + 4.564184564515017e-05, + 4.5464697905117646e-05, + 4.5286520617082715e-05, + 4.510331928031519e-05, + 4.492328662308864e-05, + 4.4745142076862976e-05, + 4.456503302208148e-05, + 4.4385520595824346e-05, + 4.421308767632581e-05, + 4.404226638143882e-05, + 4.3874191760551184e-05, + 4.3709424062399194e-05, + 4.354851625976153e-05, + 4.338771032053046e-05, + 4.3230276787653565e-05, + 4.3073578126495704e-05, + 4.2922656575683504e-05, + 4.277528205420822e-05, + 4.263080336386338e-05, + 4.249241828802042e-05, + 4.235126107232645e-05, + 4.2208503145957366e-05, + 4.20647302235011e-05, + 4.192716005491093e-05, + 4.1787538066273555e-05, + 4.1647326725069433e-05, + 4.150583117734641e-05, + 4.136358984396793e-05, + 4.122438622289337e-05, + 4.108689245185815e-05, + 4.094901305506937e-05, + 4.081367660546675e-05, + 4.0676099160918966e-05, + 4.053963129990734e-05, + 4.040133353555575e-05, + 4.026204987894744e-05, + 4.0125371015165e-05, + 3.999206091975793e-05, + 3.9860900869825855e-05, + 3.973494312958792e-05, + 3.961145193898119e-05, + 3.94893140764907e-05, + 3.936704888474196e-05, + 3.9239603211171925e-05, + 3.911337989848107e-05, + 3.8988611777313054e-05, + 3.88728549296502e-05, + 3.875635957228951e-05, + 3.8645350286969915e-05, + 3.853107045870274e-05, + 3.8410042179748416e-05, + 3.8285466871457174e-05, + 3.815807940554805e-05, + 3.80284218408633e-05, + 3.7899764720350504e-05, + 3.777355232159607e-05, + 3.7648733268724754e-05, + 3.75282543245703e-05, + 3.740839383681305e-05, + 3.72893555322662e-05, + 3.717251820489764e-05, + 3.7051577237434685e-05, + 3.6933492083335295e-05, + 3.6822650145040825e-05, + 3.671209196909331e-05, + 3.6600213206838816e-05, + 3.649293284979649e-05, + 3.6384382838150486e-05, + 3.627348633017391e-05, + 3.616623507696204e-05, + 3.6059900594409555e-05, + 3.595016823965125e-05, + 3.5837067116517574e-05, + 3.572470086510293e-05, + 3.561758785508573e-05, + 3.551120244082995e-05, + 3.540383477229625e-05, + 3.5299090086482465e-05, + 3.5201959690311924e-05, + 3.510391979943961e-05, + 3.5001026844838634e-05, + 3.4902568586403504e-05, + 3.4803972084773704e-05, + 3.4705499274423346e-05, + 3.460829975665547e-05, + 3.4513835998950526e-05, + 3.442065280978568e-05, + 3.432517405599356e-05, + 3.422727604629472e-05, + 3.413075319258496e-05, + 3.403552545933053e-05, + 3.394003215362318e-05, + 3.384468436706811e-05, + 3.3753502066247165e-05, + 3.36626180796884e-05, + 3.3567845093784854e-05, + 3.347220626892522e-05, + 3.3376931241946295e-05, + 3.328299135318957e-05, + 3.31931805703789e-05, + 3.310332613182254e-05, + 3.30172770190984e-05, + 3.2931173336692154e-05, + 3.2846925023477525e-05, + 3.2762214686954394e-05, + 3.267693682573736e-05, + 3.2590851333225146e-05, + 3.250642475904897e-05, + 3.242076491005719e-05, + 3.23367967212107e-05, + 3.2250107324216515e-05, + 3.2164331059902906e-05, + 3.2076644856715575e-05, + 3.198438207618892e-05, + 3.189143171766773e-05, + 3.1798081181477755e-05, + 3.170490890624933e-05, + 3.161258791806176e-05, + 3.15205761580728e-05, + 3.142583227599971e-05, + 3.133233622065745e-05, + 3.124060822301544e-05, + 3.114889477728866e-05, + 3.105795258306898e-05, + 3.0968807550380006e-05, + 3.088181256316602e-05, + 3.079608723055571e-05, + 3.071341780014336e-05, + 3.063078111154027e-05, + 3.054525950574316e-05, + 3.0461111236945726e-05, + 3.037632086488884e-05, + 3.0288891139207408e-05, + 3.0202318157535046e-05, + 3.0116483685560524e-05, + 3.002955963893328e-05, + 2.9942710170871578e-05, + 2.9857907065888867e-05, + 2.9772991183563136e-05, + 2.9690179871977307e-05, + 2.9606788302771747e-05, + 2.95208901661681e-05, + 2.9437644116114825e-05, + 2.9354907383094542e-05, + 2.9278451620484702e-05, + 2.919921462307684e-05, + 2.9119466489646584e-05, + 2.904029497585725e-05, + 2.8961567295482382e-05, + 2.888450944737997e-05, + 2.8808493880205788e-05, + 2.8732820283039473e-05, + 2.865569513232913e-05, + 2.8581924198078923e-05, + 2.8508135073934682e-05, + 2.843719266820699e-05, + 2.8370050131343305e-05, + 2.8302010832703672e-05, + 2.8233329430804588e-05, + 2.8167232812847942e-05, + 2.810495425364934e-05, + 2.8043343263561837e-05, + 2.7982943720417097e-05, + 2.792439772747457e-05, + 2.7861267881235108e-05, + 2.7799003873951733e-05, + 2.773764390440192e-05, + 2.7675157980411313e-05, + 2.76093342108652e-05, + 2.7542713723960333e-05, + 2.747512553469278e-05, + 2.740451236604713e-05, + 2.7332767785992473e-05, + 2.725878221099265e-05, + 2.7186515580979176e-05, + 2.711093839025125e-05, + 2.7032903744839132e-05, + 2.695601506275125e-05, + 2.6878466087509878e-05, + 2.6800422347150743e-05, + 2.672449772944674e-05, + 2.6649733626982197e-05, + 2.6575025913189165e-05, + 2.650310125318356e-05, + 2.6432302547618747e-05, + 2.6361669370089658e-05, + 2.628989386721514e-05, + 2.6219779101666063e-05, + 2.6150644771405496e-05, + 2.6083482225658372e-05, + 2.6014569812105037e-05, + 2.594882062112447e-05, + 2.5884755814331584e-05, + 2.5819816073635593e-05, + 2.5755329261301085e-05, + 2.569160278653726e-05, + 2.5628645744291134e-05, + 2.55647610174492e-05, + 2.5498116883682087e-05, + 2.5430421374039724e-05, + 2.5361148800584488e-05, + 2.5293162252637558e-05, + 2.5228202503058128e-05, + 2.5164883481920697e-05, + 2.5100767743424512e-05, + 2.5038334570126608e-05, + 2.497939749446232e-05, + 2.4920906071201898e-05, + 2.4864659280865453e-05, + 2.4810551622067578e-05, + 2.4757449864409864e-05, + 2.470479012117721e-05, + 2.4654385924804956e-05, + 2.460709583829157e-05, + 2.456039874232374e-05, + 2.4515784389222972e-05, + 2.4471082724630833e-05, + 2.4425700758001767e-05, + 2.4382186893490143e-05, + 2.4340466552530415e-05, + 2.4297160052810796e-05, + 2.4254519303212874e-05, + 2.421161661914084e-05, + 2.4167706214939244e-05, + 2.4123051844071597e-05, + 2.4078995920717716e-05, + 2.4035492970142514e-05, + 2.399036930000875e-05, + 2.394606599409599e-05, + 2.3903481633169577e-05, + 2.3859312932472676e-05, + 2.381418744334951e-05, + 2.3769163817632943e-05, + 2.3725400751573034e-05, + 2.3681293896515854e-05, + 2.363743078603875e-05, + 2.3592612706124783e-05, + 2.3547741875518113e-05, + 2.350358226976823e-05, + 2.34589879255509e-05, + 2.3413826056639664e-05, + 2.3367882022284903e-05, + 2.3321867047343403e-05, + 2.327580841665622e-05, + 2.322863474546466e-05, + 2.3182092263596132e-05, + 2.313667027920019e-05, + 2.3091801267582923e-05, + 2.304561530763749e-05, + 2.299677908013109e-05, + 2.2946698663872667e-05, + 2.2896549126016907e-05, + 2.28476055781357e-05, + 2.2799447833676822e-05, + 2.2751941287424415e-05, + 2.270369259349536e-05, + 2.2656211513094604e-05, + 2.2610744053963572e-05, + 2.2565855033462867e-05, + 2.2522901417687535e-05, + 2.2481353880721144e-05, + 2.24398809223203e-05, + 2.2398164219339378e-05, + 2.2357733541866764e-05, + 2.2318798073683865e-05, + 2.228058292530477e-05, + 2.224437594122719e-05, + 2.220855458290316e-05, + 2.2172005628817715e-05, + 2.2136469851830043e-05, + 2.210077946074307e-05, + 2.2064652512199245e-05, + 2.202840732934419e-05, + 2.1991654648445547e-05, + 2.1954709154670127e-05, + 2.1917096091783606e-05, + 2.1880367057747208e-05, + 2.184381810366176e-05, + 2.1806295990245417e-05, + 2.1769092199974693e-05, + 2.1732255845563486e-05, + 2.1694488168577664e-05, + 2.1655805539921857e-05, + 2.161781048926059e-05, + 2.157885319320485e-05, + 2.1538402506848797e-05, + 2.1498563000932336e-05, + 2.1459312847582623e-05, + 2.142078119504731e-05, + 2.138307536370121e-05, + 2.1344512788346037e-05, + 2.1305022528395057e-05, + 2.1267203919705935e-05, + 2.1230067432043143e-05, + 2.119372038578149e-05, + 2.115699135174509e-05, + 2.1120355086168274e-05, + 2.1082923922222108e-05, + 2.1045370885985903e-05, + 2.1007466784794815e-05, + 2.097050310112536e-05, + 2.0933914129273035e-05, + 2.0898067305097356e-05, + 2.0861582015641034e-05, + 2.0824838429689407e-05, + 2.0788487745448947e-05, + 2.0752120690303855e-05, + 2.071616290777456e-05, + 2.068035064439755e-05, + 2.06439035537187e-05, + 2.0607345504686236e-05, + 2.0570321794366464e-05, + 2.053299976978451e-05, + 2.04958541871747e-05, + 2.0459674487938173e-05, + 2.0423940441105515e-05, + 2.038952152361162e-05, + 2.0354698790470138e-05, + 2.0320434487075545e-05, + 2.0286555809434503e-05, + 2.0253324692021124e-05, + 2.0220164515194483e-05, + 2.0187622794765048e-05, + 2.0154144294792786e-05, + 2.012122240557801e-05, + 2.0088564269826747e-05, + 2.005669921345543e-05, + 2.0025618141517043e-05, + 1.9995974071207456e-05, + 1.9966675608884543e-05, + 1.9937702745664865e-05, + 1.990895725612063e-05, + 1.98793932213448e-05, + 1.985043127206154e-05, + 1.9821552996290848e-05, + 1.9791834347415715e-05, + 1.9762943338719197e-05, + 1.9733864974114113e-05, + 1.9704455553437583e-05, + 1.967507523659151e-05, + 1.964539842447266e-05, + 1.961423367902171e-05, + 1.9582734239520505e-05, + 1.9551385776139796e-05, + 1.9519175111781806e-05, + 1.9485905795590952e-05, + 1.9452079868642613e-05, + 1.9418088413658552e-05, + 1.938322020578198e-05, + 1.9348908608662896e-05, + 1.9313363736728206e-05, + 1.9278289983049035e-05, + 1.924375828821212e-05, + 1.9207598597859032e-05, + 1.9172568499925546e-05, + 1.9139211872243322e-05, + 1.9107003026874736e-05, + 1.9075947420787998e-05, + 1.9045710359932855e-05, + 1.9015367797692306e-05, + 1.898643677122891e-05, + 1.8958324289997108e-05, + 1.8930330043076538e-05, + 1.8904047465184703e-05, + 1.8878004993894137e-05, + 1.8852491848520003e-05, + 1.8827628082362935e-05, + 1.8802313206833787e-05, + 1.8777282093651593e-05, + 1.8753540643956512e-05, + 1.8730139345279895e-05, + 1.8704720787354745e-05, + 1.86792531167157e-05, + 1.86537581612356e-05, + 1.862854514911305e-05, + 1.8603337593958713e-05, + 1.8578120943857357e-05, + 1.855338086897973e-05, + 1.8528253349359147e-05, + 1.8502427337807603e-05, + 1.8477732737665065e-05, + 1.8452838048688136e-05, + 1.842773963289801e-05, + 1.840205914049875e-05, + 1.8376400475972332e-05, + 1.8349881429458037e-05, + 1.83233405550709e-05, + 1.8298092982149683e-05, + 1.8272532543051057e-05, + 1.824651553761214e-05, + 1.8220047422801144e-05, + 1.819377939682454e-05, + 1.8167856978834607e-05, + 1.8142143744626082e-05, + 1.8116008504875936e-05, + 1.8090133380610496e-05, + 1.806354157452006e-05, + 1.8036942492472008e-05, + 1.8010561689152382e-05, + 1.798518860596232e-05, + 1.7960808690986596e-05, + 1.79367507371353e-05, + 1.7912616385729052e-05, + 1.7888254660647362e-05, + 1.7863785615190864e-05, + 1.783970947144553e-05, + 1.781601349648554e-05, + 1.779269405233208e-05, + 1.7768836187315173e-05, + 1.774478550942149e-05, + 1.7720534742693417e-05, + 1.7696316717774607e-05, + 1.7672136891633272e-05, + 1.7648419088800438e-05, + 1.762481770128943e-05, + 1.760040504450444e-05, + 1.7576445316080935e-05, + 1.7552012650412507e-05, + 1.7527989257359877e-05, + 1.750421870383434e-05, + 1.748203249007929e-05, + 1.745968074828852e-05, + 1.743772554618772e-05, + 1.7415493857697584e-05, + 1.7393327652825974e-05, + 1.7372265574522316e-05, + 1.735120895318687e-05, + 1.7330368791590445e-05, + 1.7308819224126637e-05, + 1.7287427908740938e-05, + 1.7266005670535378e-05, + 1.724400499369949e-05, + 1.7222542737727053e-05, + 1.7201382433995605e-05, + 1.7180678696604446e-05, + 1.7159285562229343e-05, + 1.7137064787675627e-05, + 1.7113909052568488e-05, + 1.7090616893256083e-05, + 1.7067497537937015e-05, + 1.7044352716766298e-05, + 1.7020885934471153e-05, + 1.6996729755192064e-05, + 1.697315565252211e-05, + 1.6949505152297206e-05, + 1.6926085663726553e-05, + 1.6903157302294858e-05, + 1.687921758275479e-05, + 1.6855592548381537e-05, + 1.6831763787195086e-05, + 1.6807687643449754e-05, + 1.6782722013886087e-05, + 1.6757794583099894e-05, + 1.6733170923544094e-05, + 1.670925303187687e-05, + 1.6685418813722208e-05, + 1.6661691915942356e-05, + 1.6638052329653874e-05, + 1.661478563619312e-05, + 1.659154258959461e-05, + 1.6568143109907396e-05, + 1.654446532484144e-05, + 1.652100581850391e-05, + 1.649715159146581e-05, + 1.6474386939080432e-05, + 1.645176234887913e-05, + 1.6429450624855235e-05, + 1.6407588191214018e-05, + 1.638573121454101e-05, + 1.636474007682409e-05, + 1.6344154573744163e-05, + 1.6323534509865567e-05, + 1.6303225493174978e-05, + 1.6282629076158628e-05, + 1.6262114513665438e-05, + 1.6242584024439566e-05, + 1.622412310098298e-05, + 1.6206475265789777e-05, + 1.6189385860343464e-05, + 1.6172718460438773e-05, + 1.6156036508618854e-05, + 1.6139458239194937e-05, + 1.6122583474498242e-05, + 1.6105333997984417e-05, + 1.6087908079498447e-05, + 1.6069794583017938e-05, + 1.60517174663255e-05, + 1.60329946083948e-05, + 1.601448457222432e-05, + 1.5996067304513417e-05, + 1.5978048395481892e-05, + 1.5959883967298083e-05, + 1.5941493984428234e-05, + 1.5922534657875076e-05, + 1.590296051290352e-05, + 1.588288796483539e-05, + 1.5862502550589852e-05, + 1.5842359061934985e-05, + 1.582265213073697e-05, + 1.5803503629285842e-05, + 1.5785222785780206e-05, + 1.5767171134939417e-05, + 1.574928501213435e-05, + 1.5731286111986265e-05, + 1.571357461216394e-05, + 1.5695863112341613e-05, + 1.5677514966228046e-05, + 1.5658421034459025e-05, + 1.5639183402527124e-05, + 1.562028228363488e-05, + 1.5601819541188888e-05, + 1.5583787899231538e-05, + 1.5565781723125838e-05, + 1.554773007228505e-05, + 1.5529536540270783e-05, + 1.551131390442606e-05, + 1.5492556485696696e-05, + 1.547371721244417e-05, + 1.5455272659892216e-05, + 1.54373610712355e-05, + 1.5419844203279354e-05, + 1.540294397273101e-05, + 1.5386904124170542e-05, + 1.537146272312384e-05, + 1.5356055882875808e-05, + 1.5340514437411912e-05, + 1.532522583147511e-05, + 1.5309960872400552e-05, + 1.5294648619601503e-05, + 1.527939093648456e-05, + 1.526418600406032e-05, + 1.5248514500854071e-05, + 1.5232556506816763e-05, + 1.5216995052469429e-05, + 1.5201387213892303e-05, + 1.5185674783424474e-05, + 1.5169849575613625e-05, + 1.5153587810345925e-05, + 1.5137459740799386e-05, + 1.5121270735107828e-05, + 1.5104759768291842e-05, + 1.5087764040799811e-05, + 1.5070827430463396e-05, + 1.5053606148285326e-05, + 1.503597195551265e-05, + 1.5018194062577095e-05, + 1.5000383427832276e-05, + 1.4982582797529176e-05, + 1.4964757610869128e-05, + 1.4946785086067393e-05, + 1.4929340068192687e-05, + 1.4911721336829942e-05, + 1.4894216292304918e-05, + 1.4877019566483796e-05, + 1.4859832845104393e-05, + 1.4842522432445548e-05, + 1.4825284779362846e-05, + 1.4808307241764851e-05, + 1.4791533430980053e-05, + 1.4774851479160134e-05, + 1.4758184988750145e-05, + 1.4741466657142155e-05, + 1.472454550821567e-05, + 1.4708078197145369e-05, + 1.4691449905512854e-05, + 1.4675111742690206e-05, + 1.4659100088465493e-05, + 1.4643018403148744e-05, + 1.4626234587922227e-05, + 1.4609772733820137e-05, + 1.4593335436074995e-05, + 1.4576894500351045e-05, + 1.456046084058471e-05, + 1.454438370274147e-05, + 1.4528402061841916e-05, + 1.451260868634563e-05, + 1.4496939911623485e-05, + 1.4481755897577386e-05, + 1.4466903849097434e-05, + 1.4452407413045876e-05, + 1.4437689969781786e-05, + 1.4423269931285176e-05, + 1.4408950846700463e-05, + 1.4394821846508421e-05, + 1.4380843822436873e-05, + 1.4366736650117673e-05, + 1.4352421203511767e-05, + 1.4337957509269472e-05, + 1.4323303730634507e-05, + 1.4308735444501508e-05, + 1.429381336492952e-05, + 1.4279160495789256e-05, + 1.4264197488955688e-05, + 1.424880883860169e-05, + 1.4232913599698804e-05, + 1.4216376257536467e-05, + 1.4199970792105887e-05, + 1.4183348866936285e-05, + 1.4166860637487844e-05, + 1.4150493370834738e-05, + 1.4133908734947909e-05, + 1.411699122400023e-05, + 1.4100140106165782e-05, + 1.4083161659073085e-05, + 1.4066370567888953e-05, + 1.4049564015294891e-05, + 1.4032196304469835e-05, + 1.4015046872373205e-05, + 1.3998122085467912e-05, + 1.3981455595057923e-05, + 1.3964823665446602e-05, + 1.394826813339023e-05, + 1.3931939065514598e-05, + 1.3915803720010445e-05, + 1.3899901205149945e-05, + 1.3883915016776882e-05, + 1.3867865163774695e-05, + 1.385191899316851e-05, + 1.3835992831445765e-05, + 1.3820131243846845e-05, + 1.380463163513923e-05, + 1.3789130207442213e-05, + 1.3773855243925937e-05, + 1.3758914064965211e-05, + 1.374470411974471e-05, + 1.3730299542658031e-05, + 1.3715845852857456e-05, + 1.3701205716643017e-05, + 1.368615630781278e-05, + 1.3670991393155418e-05, + 1.3656048395205289e-05, + 1.3640914403367788e-05, + 1.3625372957903892e-05, + 1.3610022506327368e-05, + 1.3594743904832285e-05, + 1.3579256119555794e-05, + 1.35634081743774e-05, + 1.3547576600103639e-05, + 1.3532137927541044e-05, + 1.3516550097847357e-05, + 1.350095681118546e-05, + 1.3485442650562618e-05, + 1.3469681107380893e-05, + 1.3453569408738986e-05, + 1.3437228517432231e-05, + 1.3420896721072495e-05, + 1.340477592748357e-05, + 1.3389161722443532e-05, + 1.3373676665651146e-05, + 1.335813976766076e-05, + 1.334279113507364e-05, + 1.3327712622412946e-05, + 1.3312815099197906e-05, + 1.3297918485477567e-05, + 1.3283312910061795e-05, + 1.3268848306324799e-05, + 1.3254891200631391e-05, + 1.324056302109966e-05, + 1.3226414012024179e-05, + 1.3212536941864528e-05, + 1.3198729902796913e-05, + 1.318510840064846e-05, + 1.3171336831874214e-05, + 1.3157392459106632e-05, + 1.3143388969183434e-05, + 1.3129523722454906e-05, + 1.3115502952132374e-05, + 1.3101355762046296e-05, + 1.3087403203826398e-05, + 1.3073708032607101e-05, + 1.30599592012004e-05, + 1.3046214007772505e-05, + 1.3032527931500226e-05, + 1.3019122889090795e-05, + 1.3005836080992594e-05, + 1.2992702977498993e-05, + 1.2979395251022652e-05, + 1.2965921996510588e-05, + 1.295241600018926e-05, + 1.293869900109712e-05, + 1.2925465853186324e-05, + 1.2912411875731777e-05, + 1.289977353735594e-05, + 1.2887151569884736e-05, + 1.2874324966105632e-05, + 1.2861474715464283e-05, + 1.2848794540332165e-05, + 1.2836150744988117e-05, + 1.282333232666133e-05, + 1.2810413863917347e-05, + 1.2797777344530914e-05, + 1.2785018043359742e-05, + 1.2771988622262143e-05, + 1.27586799862911e-05, + 1.274497299164068e-05, + 1.2731160495604854e-05, + 1.2717175195575692e-05, + 1.270316988666309e-05, + 1.268889354832936e-05, + 1.2674698155024089e-05, + 1.2660525499086361e-05, + 1.2646305549424142e-05, + 1.2632035577553324e-05, + 1.2617482752830256e-05, + 1.260277713299729e-05, + 1.2587902347149793e-05, + 1.2573261301440652e-05, + 1.2558592061395757e-05, + 1.2544078344944865e-05, + 1.2529555533546954e-05, + 1.2515135495050345e-05, + 1.2500696357164998e-05, + 1.2486418199841864e-05, + 1.2472316484490875e-05, + 1.2458270248316694e-05, + 1.2444570529623888e-05, + 1.2430963579390664e-05, + 1.241747486346867e-05, + 1.2404157132550608e-05, + 1.2390924894134514e-05, + 1.2377656275930349e-05, + 1.2364140275167301e-05, + 1.2351003533694893e-05, + 1.233795137522975e-05, + 1.2325079296715558e-05, + 1.2312249054957647e-05, + 1.2299266018089838e-05, + 1.228634482686175e-05, + 1.2273369065951556e-05, + 1.2260165021871217e-05, + 1.2246812730154488e-05, + 1.2233651432325132e-05, + 1.222046648763353e-05, + 1.2207090549054556e-05, + 1.21937246149173e-05, + 1.2180318663013168e-05, + 1.2167025488452055e-05, + 1.215385964314919e-05 + ], + [ + 0.0078125, + 0.0033787572756409645, + 0.002589248353615403, + 0.0021208846010267735, + 0.0018214756855741143, + 0.0015954558039084077, + 0.0014422403182834387, + 0.0013284072047099471, + 0.0012437838595360518, + 0.0011593594681471586, + 0.0010844382923096418, + 0.0010258210822939873, + 0.0009778906824067235, + 0.0009352820343337953, + 0.0009003792656585574, + 0.0008682041661813855, + 0.0008350334828719497, + 0.0008058082312345505, + 0.0007759726140648127, + 0.0007467811810784042, + 0.000722549099009484, + 0.0007046058308333158, + 0.0006858118576928973, + 0.0006659032078459859, + 0.0006471344386227429, + 0.0006287007709033787, + 0.0006083878688514233, + 0.0005859129596501589, + 0.0005605153855867684, + 0.0005352392909117043, + 0.0005090447375550866, + 0.0004822339687962085, + 0.00045719309127889574, + 0.0004331447707954794, + 0.0004113732429686934, + 0.0003910422674380243, + 0.0003718137159012258, + 0.0003547201049514115, + 0.0003391860518604517, + 0.0003251783491577953, + 0.00031255141948349774, + 0.00030036020325496793, + 0.0002891768526751548, + 0.00027876862441189587, + 0.00026938572409562767, + 0.00026094657368957996, + 0.00025344372261315584, + 0.00024632568238303065, + 0.00023973417410161346, + 0.00023327706730924547, + 0.0002271063713124022, + 0.00022103732044342905, + 0.00021536154963541776, + 0.0002101626159856096, + 0.0002052805502898991, + 0.00020071993640158325, + 0.0001965800329344347, + 0.00019266910385340452, + 0.00018895854009315372, + 0.00018548012303654104, + 0.0001821393525460735, + 0.0001789279340300709, + 0.00017592543736100197, + 0.00017305764777120203, + 0.00017036215285770595, + 0.00016771389346104115, + 0.00016525476530659944, + 0.0001628348109079525, + 0.00016052027058321983, + 0.00015827268362045288, + 0.00015610978880431503, + 0.00015402911230921745, + 0.0001520218065707013, + 0.00015004836313892156, + 0.0001481979707023129, + 0.00014643250324297696, + 0.00014462493709288538, + 0.0001428913965355605, + 0.00014119538536760956, + 0.00013955868780612946, + 0.00013794636470265687, + 0.00013636879157274961, + 0.00013489900447893888, + 0.00013343922910280526, + 0.0001319868752034381, + 0.0001306032936554402, + 0.0001291986700380221, + 0.00012782387784682214, + 0.00012647363473661244, + 0.00012513909314293414, + 0.00012390331539791077, + 0.00012271669402252883, + 0.0001215898955706507, + 0.00012048869393765926, + 0.0001193923526443541, + 0.00011836485646199435, + 0.00011730856203939766, + 0.00011627772619249299, + 0.00011526597518241033, + 0.00011429062578827143, + 0.00011334269220242277, + 0.00011235341662541032, + 0.0001113848338718526, + 0.00011043158156098798, + 0.00010948999261017889, + 0.00010854427819140255, + 0.00010758524149423465, + 0.00010664610454114154, + 0.00010572315659373999, + 0.00010482426296221092, + 0.00010395312710897997, + 0.00010310820653103292, + 0.00010229445615550503, + 0.00010149160516448319, + 0.0001007356695481576, + 9.999251051340252e-05, + 9.925265476340428e-05, + 9.852169750956818e-05, + 9.778809180716053e-05, + 9.708417201181874e-05, + 9.639026393415406e-05, + 9.569544636178762e-05, + 9.500499436398968e-05, + 9.429934289073572e-05, + 9.360434341942891e-05, + 9.291501191910356e-05, + 9.221565414918587e-05, + 9.152018174063414e-05, + 9.082078759092838e-05, + 9.012264490593225e-05, + 8.944031287683174e-05, + 8.87646820046939e-05, + 8.810236613499e-05, + 8.745957165956497e-05, + 8.682882616994902e-05, + 8.620251901447773e-05, + 8.561048889532685e-05, + 8.501658885506913e-05, + 8.445424464298412e-05, + 8.390042785322294e-05, + 8.335203892784193e-05, + 8.281187183456495e-05, + 8.225165220210329e-05, + 8.162962330970913e-05, + 8.101281127892435e-05, + 8.040855027502403e-05, + 7.981665839906782e-05, + 7.924217061372474e-05, + 7.868344255257398e-05, + 7.813567208359018e-05, + 7.760529115330428e-05, + 7.713523518759757e-05, + 7.66772500355728e-05, + 7.62229465181008e-05, + 7.57719753892161e-05, + 7.532351446570829e-05, + 7.489156996598467e-05, + 7.446436211466789e-05, + 7.404937787214294e-05, + 7.365614146692678e-05, + 7.32811022317037e-05, + 7.290916983038187e-05, + 7.253899093484506e-05, + 7.21719188732095e-05, + 7.17963557690382e-05, + 7.141495734686032e-05, + 7.103720417944714e-05, + 7.065088720992208e-05, + 7.025128434179351e-05, + 6.98479198035784e-05, + 6.944164488231763e-05, + 6.903735629748553e-05, + 6.863226735731587e-05, + 6.822674913564697e-05, + 6.781917181797326e-05, + 6.74208567943424e-05, + 6.702176324324682e-05, + 6.662773375865072e-05, + 6.623750232392922e-05, + 6.585612572962418e-05, + 6.547232624143362e-05, + 6.507216312456876e-05, + 6.467750063166022e-05, + 6.429645145544782e-05, + 6.392537761712447e-05, + 6.354867946356535e-05, + 6.317491352092475e-05, + 6.279526860453188e-05, + 6.242148810997605e-05, + 6.203573866514489e-05, + 6.164678052300587e-05, + 6.126462540123612e-05, + 6.089594171498902e-05, + 6.05230379733257e-05, + 6.014675454935059e-05, + 5.977684850222431e-05, + 5.941098788753152e-05, + 5.905131547478959e-05, + 5.87094145885203e-05, + 5.8375408116262406e-05, + 5.805094406241551e-05, + 5.773488010163419e-05, + 5.7424549595452845e-05, + 5.711600897484459e-05, + 5.68104260310065e-05, + 5.6514694733778015e-05, + 5.622690878226422e-05, + 5.5935728596523404e-05, + 5.5652959417784587e-05, + 5.536637036129832e-05, + 5.5083626648411155e-05, + 5.481419793795794e-05, + 5.454892379930243e-05, + 5.429183875094168e-05, + 5.4041502153268084e-05, + 5.379591675591655e-05, + 5.354327731765807e-05, + 5.3291187214199454e-05, + 5.3043269872432575e-05, + 5.279593824525364e-05, + 5.25535324413795e-05, + 5.2311730541987345e-05, + 5.207394860917702e-05, + 5.1827319111907855e-05, + 5.159103966434486e-05, + 5.135936225997284e-05, + 5.112390499562025e-05, + 5.0901238864753395e-05, + 5.069094549980946e-05, + 5.0487102271290496e-05, + 5.028805753681809e-05, + 5.0089030992239714e-05, + 4.9896178097696975e-05, + 4.969758083461784e-05, + 4.950540460413322e-05, + 4.9312518967781216e-05, + 4.911637370241806e-05, + 4.892470678896643e-05, + 4.873109719483182e-05, + 4.853657083003782e-05, + 4.834328865399584e-05, + 4.8147841880563647e-05, + 4.794992128154263e-05, + 4.77540452266112e-05, + 4.756006092065945e-05, + 4.737358904094435e-05, + 4.7187277232296765e-05, + 4.7002555220387876e-05, + 4.681363861891441e-05, + 4.662241553887725e-05, + 4.643301872420125e-05, + 4.6239107177825645e-05, + 4.6047018258832395e-05, + 4.586153227137402e-05, + 4.568178337649442e-05, + 4.5499462430598214e-05, + 4.530576916295104e-05, + 4.51117375632748e-05, + 4.4922031520400196e-05, + 4.47372549388092e-05, + 4.4559157686308026e-05, + 4.437936149770394e-05, + 4.420480036060326e-05, + 4.40342519141268e-05, + 4.386264845379628e-05, + 4.369007729110308e-05, + 4.350893505034037e-05, + 4.333177275839262e-05, + 4.316392733016983e-05, + 4.2998373828595504e-05, + 4.2830539314309135e-05, + 4.265853567630984e-05, + 4.2488190956646577e-05, + 4.2327414121245965e-05, + 4.216776869725436e-05, + 4.200332841719501e-05, + 4.1834646253846586e-05, + 4.166522921877913e-05, + 4.149752203375101e-05, + 4.1336461436003447e-05, + 4.117444404982962e-05, + 4.10127904615365e-05, + 4.0850740333553404e-05, + 4.069199349032715e-05, + 4.05350438086316e-05, + 4.037384132971056e-05, + 4.020370033686049e-05, + 4.0035163692664355e-05, + 3.9873571950010955e-05, + 3.972098420490511e-05, + 3.9575043047079816e-05, + 3.942696639569476e-05, + 3.9280632336158305e-05, + 3.913558612111956e-05, + 3.89912020182237e-05, + 3.8844307709950954e-05, + 3.8694925024174154e-05, + 3.854610622511245e-05, + 3.840611316263676e-05, + 3.8264301110757515e-05, + 3.812252907664515e-05, + 3.798058969550766e-05, + 3.7835154216736555e-05, + 3.768864189623855e-05, + 3.7543821235885844e-05, + 3.739925523404963e-05, + 3.724901034729555e-05, + 3.709846714627929e-05, + 3.695033592521213e-05, + 3.6807065043831244e-05, + 3.666465636342764e-05, + 3.652425220934674e-05, + 3.6389737942954525e-05, + 3.625731551437639e-05, + 3.612705768318847e-05, + 3.599951014621183e-05, + 3.587788523873314e-05, + 3.575863956939429e-05, + 3.564013240975328e-05, + 3.55250303982757e-05, + 3.541214027791284e-05, + 3.530942558427341e-05, + 3.520510290400125e-05, + 3.510452006594278e-05, + 3.5003427910851315e-05, + 3.490389644866809e-05, + 3.4803022572305053e-05, + 3.469944203970954e-05, + 3.4593995223985985e-05, + 3.448390998528339e-05, + 3.437196573941037e-05, + 3.426063267397694e-05, + 3.415357423364185e-05, + 3.404502785997465e-05, + 3.392956205061637e-05, + 3.381476562935859e-05, + 3.370150807313621e-05, + 3.358674075570889e-05, + 3.347066740388982e-05, + 3.3356292988173664e-05, + 3.324295539641753e-05, + 3.3131014788523316e-05, + 3.302269396954216e-05, + 3.291884786449373e-05, + 3.281073804828338e-05, + 3.270361776230857e-05, + 3.2595969969406724e-05, + 3.249193832743913e-05, + 3.239282523281872e-05, + 3.228923742426559e-05, + 3.2184583687921986e-05, + 3.208181442460045e-05, + 3.1981464417185634e-05, + 3.1883191695669666e-05, + 3.178329279762693e-05, + 3.1685700378147885e-05, + 3.1591731385560706e-05, + 3.149666736135259e-05, + 3.140288754366338e-05, + 3.1311967177316546e-05, + 3.122025736956857e-05, + 3.112745616817847e-05, + 3.1035971915116534e-05, + 3.094456405960955e-05, + 3.085290518356487e-05, + 3.076446955674328e-05, + 3.067410580115393e-05, + 3.058427682844922e-05, + 3.0496421459247358e-05, + 3.040944466192741e-05, + 3.0322709790198132e-05, + 3.0238483304856345e-05, + 3.015817128471099e-05, + 3.007649866049178e-05, + 2.9999295293237083e-05, + 2.992036024807021e-05, + 2.9841488867532462e-05, + 2.976507857965771e-05, + 2.9690994779230095e-05, + 2.9615768653457053e-05, + 2.9542576157837175e-05, + 2.9468777938745916e-05, + 2.9392953365459107e-05, + 2.9318009183043614e-05, + 2.9242739401524886e-05, + 2.916575249400921e-05, + 2.9088338123983704e-05, + 2.9011076549068093e-05, + 2.8932769055245444e-05, + 2.8856939024990425e-05, + 2.8781492801499553e-05, + 2.870987736969255e-05, + 2.86394188151462e-05, + 2.856921673810575e-05, + 2.85012702079257e-05, + 2.8431079044821672e-05, + 2.8363148885546252e-05, + 2.8292372007854283e-05, + 2.821880843839608e-05, + 2.8147498596808873e-05, + 2.8072683562641032e-05, + 2.800015681714285e-05, + 2.793042585835792e-05, + 2.7860172849614173e-05, + 2.779045644274447e-05, + 2.7721984224626794e-05, + 2.7654263249132782e-05, + 2.7584354029386304e-05, + 2.7514422981766984e-05, + 2.744527046161238e-05, + 2.7378857339499518e-05, + 2.7313717509969138e-05, + 2.7252917789155617e-05, + 2.7190497348783538e-05, + 2.713067806325853e-05, + 2.7070416763308458e-05, + 2.701052653719671e-05, + 2.6951263862429187e-05, + 2.6891924790106714e-05, + 2.683261118363589e-05, + 2.6773213903652504e-05, + 2.6715677449828945e-05, + 2.665942520252429e-05, + 2.6603123842505738e-05, + 2.6548716050456278e-05, + 2.6495476049603894e-05, + 2.6441577574587427e-05, + 2.6388575861346908e-05, + 2.6333906134823337e-05, + 2.6278650693711825e-05, + 2.6221705411444418e-05, + 2.6165322196902707e-05, + 2.6109324608114548e-05, + 2.6053610781673342e-05, + 2.599810432002414e-05, + 2.5942401407519355e-05, + 2.5885146897053346e-05, + 2.5828974685282446e-05, + 2.5772720618988387e-05, + 2.5714798539411277e-05, + 2.5659655875642784e-05, + 2.5606121198507026e-05, + 2.555497849243693e-05, + 2.550454155425541e-05, + 2.5453584385104477e-05, + 2.5402227038284764e-05, + 2.534991472202819e-05, + 2.5297254978795536e-05, + 2.5243132768082432e-05, + 2.5188321160385385e-05, + 2.5134266252280213e-05, + 2.508165744075086e-05, + 2.5025970899150707e-05, + 2.4970260710688308e-05, + 2.491597660991829e-05, + 2.485994809831027e-05, + 2.4804148779367097e-05, + 2.4745815608184785e-05, + 2.468701495672576e-05, + 2.462963675498031e-05, + 2.457144728396088e-05, + 2.451444925100077e-05, + 2.4458517145831138e-05, + 2.4403985662502237e-05, + 2.4351320462301373e-05, + 2.429854248475749e-05, + 2.4246157408924773e-05, + 2.4195458536269143e-05, + 2.4145756469806656e-05, + 2.409519220236689e-05, + 2.404404767730739e-05, + 2.3993448849068955e-05, + 2.394639523117803e-05, + 2.3900207452243194e-05, + 2.385407242400106e-05, + 2.3807588149793446e-05, + 2.37602162087569e-05, + 2.3713011614745483e-05, + 2.366694388911128e-05, + 2.36202722589951e-05, + 2.357389166718349e-05, + 2.3527178200311027e-05, + 2.347875852137804e-05, + 2.3431000954587944e-05, + 2.3385427994071506e-05, + 2.3340067855315283e-05, + 2.3294396669371054e-05, + 2.324760498595424e-05, + 2.3201919248094782e-05, + 2.315620076842606e-05, + 2.3113214410841465e-05, + 2.3070178940542974e-05, + 2.3026566850603558e-05, + 2.2981135771260597e-05, + 2.2935011656954885e-05, + 2.2887468730914406e-05, + 2.2841139070806094e-05, + 2.2795977201894857e-05, + 2.2749725758330896e-05, + 2.2703541617374867e-05, + 2.265783041366376e-05, + 2.2610072846873663e-05, + 2.256387597299181e-05, + 2.2516016542795114e-05, + 2.2468797396868467e-05, + 2.2421892936108634e-05, + 2.237540866190102e-05, + 2.233183477073908e-05, + 2.2288906620815396e-05, + 2.2247637389227748e-05, + 2.2208489099284634e-05, + 2.2170563170220703e-05, + 2.2132611775305122e-05, + 2.2095327949500643e-05, + 2.205834425694775e-05, + 2.202170253440272e-05, + 2.1986046704114415e-05, + 2.1951649614493363e-05, + 2.1916581317782402e-05, + 2.188196413044352e-05, + 2.1846986783202738e-05, + 2.1812262275489047e-05, + 2.177737042075023e-05, + 2.1742886019637808e-05, + 2.1707099222112447e-05, + 2.1669235138688236e-05, + 2.163091085094493e-05, + 2.159220093744807e-05, + 2.1553703845711425e-05, + 2.1515608750632964e-05, + 2.14783849514788e-05, + 2.143989513569977e-05, + 2.1401829144451767e-05, + 2.136432522092946e-05, + 2.1325724446796812e-05, + 2.1287441995809786e-05, + 2.1248572011245415e-05, + 2.120880344591569e-05, + 2.11675633181585e-05, + 2.1125752027728595e-05, + 2.1083860701764934e-05, + 2.1043084416305646e-05, + 2.1002397261327133e-05, + 2.096212119795382e-05, + 2.092129216180183e-05, + 2.0880055672023445e-05, + 2.0836845578742214e-05, + 2.0793682779185474e-05, + 2.0750791009049863e-05, + 2.0708343072328717e-05, + 2.0666406271629967e-05, + 2.0624371245503426e-05, + 2.0583045625244267e-05, + 2.0543584469123743e-05, + 2.0505583961494267e-05, + 2.0468771253945306e-05, + 2.0431076336535625e-05, + 2.0393603335833177e-05, + 2.0356610548333265e-05, + 2.0320661860750988e-05, + 2.0284687707317062e-05, + 2.0250283341738395e-05, + 2.0217235942254774e-05, + 2.0182198568363674e-05, + 2.014724668697454e-05, + 2.0113162463530898e-05, + 2.00788963411469e-05, + 2.0044753910042346e-05, + 2.000962194870226e-05, + 1.997355866478756e-05, + 1.993738260352984e-05, + 1.9902707208530046e-05, + 1.986788811336737e-05, + 1.9832887119264342e-05, + 1.9797953427769244e-05, + 1.9763605450862087e-05, + 1.9729388441191986e-05, + 1.9695033188327216e-05, + 1.966194213309791e-05, + 1.9630153474281542e-05, + 1.959764449566137e-05, + 1.9565168258850463e-05, + 1.953280298039317e-05, + 1.950035584741272e-05, + 1.9467954189167358e-05, + 1.9435774447629228e-05, + 1.9404171325732023e-05, + 1.9372442693565972e-05, + 1.934053398144897e-05, + 1.9309096387587488e-05, + 1.9278968466096558e-05, + 1.924880598380696e-05, + 1.92191237147199e-05, + 1.918970338010695e-05, + 1.9161147065460682e-05, + 1.913316191348713e-05, + 1.910553874040488e-05, + 1.907879050122574e-05, + 1.9053237338084728e-05, + 1.9028719179914333e-05, + 1.9003802663064562e-05, + 1.897912625281606e-05, + 1.8953727703774348e-05, + 1.892933141789399e-05, + 1.8904849639511667e-05, + 1.8879865820053965e-05, + 1.8855025700759143e-05, + 1.8828823158401065e-05, + 1.88028843695065e-05, + 1.8775364878820255e-05, + 1.8747714420896955e-05, + 1.872040593298152e-05, + 1.8692906451178715e-05, + 1.8665534298634157e-05, + 1.8639151676325127e-05, + 1.861157943494618e-05, + 1.8584240024210885e-05, + 1.85573153430596e-05, + 1.852953755587805e-05, + 1.8500939404475503e-05, + 1.8471766452421434e-05, + 1.8442224245518446e-05, + 1.8413758880342357e-05, + 1.8385931980446912e-05, + 1.8357897715759464e-05, + 1.8330078091821633e-05, + 1.830140536185354e-05, + 1.8272279703523964e-05, + 1.8242752048536204e-05, + 1.8212254872196354e-05, + 1.8180773622589186e-05, + 1.8148373783333227e-05, + 1.8116428691428155e-05, + 1.8083532268065028e-05, + 1.8050495782517828e-05, + 1.801831240300089e-05, + 1.798627090465743e-05, + 1.7954605937120505e-05, + 1.7923111954587512e-05, + 1.7891365132527426e-05, + 1.7858965293271467e-05, + 1.7826896510086954e-05, + 1.779429840098601e-05, + 1.7762376955943182e-05, + 1.7730608306010254e-05, + 1.7698357623885386e-05, + 1.766547211445868e-05, + 1.7633212337386794e-05, + 1.7602085790713318e-05, + 1.7571834177942947e-05, + 1.7542592104291543e-05, + 1.7513628336018883e-05, + 1.7484835552750155e-05, + 1.745661393215414e-05, + 1.7428730643587187e-05, + 1.7401485820300877e-05, + 1.7374793969793245e-05, + 1.7349022527923808e-05, + 1.7323804058833048e-05, + 1.7299267710768618e-05, + 1.727467679302208e-05, + 1.725069887470454e-05, + 1.7227728676516563e-05, + 1.7205204130732454e-05, + 1.7182201190735213e-05, + 1.7158947230200283e-05, + 1.7135898815467954e-05, + 1.7113112335209735e-05, + 1.7090787878260016e-05, + 1.706858711258974e-05, + 1.7046351786120795e-05, + 1.7023932741722092e-05, + 1.700071879895404e-05, + 1.6977392078842968e-05, + 1.6953992599155754e-05, + 1.6929632693063468e-05, + 1.6905165466596372e-05, + 1.6882611816981807e-05, + 1.68599854077911e-05, + 1.6837437215144746e-05, + 1.6815623894217424e-05, + 1.6793872418929823e-05, + 1.6772075468907133e-05, + 1.6750063878134824e-05, + 1.6727944966987707e-05, + 1.6705689631635323e-05, + 1.6684274669387378e-05, + 1.666341267991811e-05, + 1.664276896917727e-05, + 1.66220597748179e-05, + 1.6601492461632006e-05, + 1.6581232557655312e-05, + 1.656063432164956e-05, + 1.6539132047910243e-05, + 1.6517955373274162e-05, + 1.6496143871336244e-05, + 1.6474097719765268e-05, + 1.6452248019049875e-05, + 1.642987808736507e-05, + 1.640722439333331e-05, + 1.6384728951379657e-05, + 1.636174420127645e-05, + 1.633861756999977e-05, + 1.631515442568343e-05, + 1.6292162399622612e-05, + 1.6269275874947198e-05, + 1.6247222447418608e-05, + 1.6224747014348395e-05, + 1.620312104932964e-05, + 1.6181051250896417e-05, + 1.6158341168193147e-05, + 1.613585845916532e-05, + 1.6113745004986413e-05, + 1.6091846191557124e-05, + 1.606976547918748e-05, + 1.6048375982791185e-05, + 1.602711563464254e-05, + 1.600616997166071e-05, + 1.5985271602403373e-05, + 1.5965231796144508e-05, + 1.5944853657856584e-05, + 1.592432272445876e-05, + 1.590362262504641e-05, + 1.5882722436799668e-05, + 1.5862216969253495e-05, + 1.5841693311813287e-05, + 1.582197000971064e-05, + 1.5802104826434515e-05, + 1.5782596165081486e-05, + 1.5762949260533787e-05, + 1.5743584299343638e-05, + 1.572437395225279e-05, + 1.5705554687883705e-05, + 1.5686913684476167e-05, + 1.5668043488403782e-05, + 1.564867125125602e-05, + 1.5629459085175768e-05, + 1.561017779749818e-05, + 1.559062184242066e-05, + 1.5571398762403987e-05, + 1.5551820979453623e-05, + 1.5531835742876865e-05, + 1.551212881167885e-05, + 1.5492920283577405e-05, + 1.5474091924261302e-05, + 1.5454665117431432e-05, + 1.543471989862155e-05, + 1.5414498193422332e-05, + 1.539419827167876e-05, + 1.53740074892994e-05, + 1.5353802155004814e-05, + 1.533374779683072e-05, + 1.531358611828182e-05, + 1.529329711047467e-05, + 1.5273159078788012e-05, + 1.5253801393555477e-05, + 1.5234681995934807e-05, + 1.5215874554996844e-05, + 1.519728630228201e-05, + 1.5178730791376438e-05, + 1.5160784641921055e-05, + 1.5142600204853807e-05, + 1.5124546735023614e-05, + 1.5107368199096527e-05, + 1.5089725820871536e-05, + 1.5072350834088866e-05, + 1.5054655705171172e-05, + 1.5036732293083332e-05, + 1.5018517842690926e-05, + 1.5000498024164699e-05, + 1.498207166150678e-05, + 1.4963484318286646e-05, + 1.494488515163539e-05, + 1.4926313269825187e-05, + 1.4907875083736144e-05, + 1.4889669728290755e-05, + 1.4871226085233502e-05, + 1.4852373169560451e-05, + 1.4833672139502596e-05, + 1.481504750699969e-05, + 1.4796551113249734e-05, + 1.4778580407437403e-05, + 1.4760425983695313e-05, + 1.4742732673767023e-05, + 1.4725146684213541e-05, + 1.4707606169395149e-05, + 1.4690706848341506e-05, + 1.467428319301689e-05, + 1.4658047803095542e-05, + 1.4641129382653162e-05, + 1.4624192772316746e-05, + 1.4607413504563738e-05, + 1.4590261343983002e-05, + 1.4572834516002331e-05, + 1.4555220332113095e-05, + 1.4537543393089436e-05, + 1.4520246622851118e-05, + 1.450316995033063e-05, + 1.4485935935226735e-05, + 1.4468766494246665e-05, + 1.4451135939452797e-05, + 1.4432969692279585e-05, + 1.4415170880965889e-05, + 1.4396834558283444e-05, + 1.4378503692569211e-05, + 1.4359894521476235e-05, + 1.4341060705191921e-05, + 1.4322286006063223e-05, + 1.4303085663414095e-05, + 1.4284450116974767e-05, + 1.4265979189076461e-05, + 1.4247782019083388e-05, + 1.4229595763026737e-05, + 1.4211595043889247e-05, + 1.4193667084327899e-05, + 1.4175381693348754e-05, + 1.415764563716948e-05, + 1.4139766790322028e-05, + 1.4121914318820927e-05, + 1.4104210094956215e-05, + 1.4086557712289505e-05, + 1.406909268553136e-05, + 1.4051575817575213e-05, + 1.4034287232789211e-05, + 1.401753797836136e-05, + 1.4000772353028879e-05, + 1.3984094039187767e-05, + 1.3967494851385709e-05, + 1.3951250366517343e-05, + 1.3934918570157606e-05, + 1.3918731383455452e-05, + 1.3902786122343969e-05, + 1.3886337910662405e-05, + 1.3870140719518531e-05, + 1.3854136341251433e-05, + 1.3838553968525957e-05, + 1.3823175322613679e-05, + 1.3807926734443754e-05, + 1.3792916433885694e-05, + 1.3778148058918305e-05, + 1.3762933122052345e-05, + 1.3747533557761926e-05, + 1.3732334991800599e-05, + 1.3717067304241937e-05, + 1.3701839634450153e-05, + 1.3686416423297487e-05, + 1.3671068700205069e-05, + 1.3655891052621882e-05, + 1.3640639735967852e-05, + 1.3625726751342881e-05, + 1.3610410860565025e-05, + 1.3594955817097798e-05, + 1.3579249753092881e-05, + 1.3563846550823655e-05, + 1.3548164133680984e-05, + 1.3532414413930383e-05, + 1.3516814760805573e-05, + 1.3501638022717088e-05, + 1.3486898751580156e-05, + 1.3472313185047824e-05, + 1.3457929526339285e-05, + 1.3443811440083664e-05, + 1.3429975297185592e-05, + 1.3415940884442534e-05, + 1.3401895557763055e-05, + 1.3387706530920696e-05, + 1.3373413821682334e-05, + 1.335908928012941e-05, + 1.3344752005650662e-05, + 1.3330367437447421e-05, + 1.331598741671769e-05, + 1.330152099399129e-05, + 1.3286905414133798e-05, + 1.3272495380078908e-05, + 1.3257879800221417e-05, + 1.3242973182059359e-05, + 1.3227811905380804e-05, + 1.321265062870225e-05, + 1.3197648513596505e-05, + 1.3182136171963066e-05, + 1.3166529242880642e-05, + 1.3151187886251137e-05, + 1.313563552685082e-05, + 1.312052336288616e-05, + 1.3105558537063189e-05, + 1.3090808351989836e-05, + 1.3076237337372731e-05, + 1.3061718163953628e-05, + 1.3047552783973515e-05, + 1.3033615687163547e-05, + 1.3019740435993299e-05, + 1.3005783330299892e-05, + 1.2991606126888655e-05, + 1.2977440746908542e-05, + 1.296337904932443e-05, + 1.2949473784829024e-05, + 1.2935353879584e-05, + 1.2921441339130979e-05, + 1.2907705240650102e-05, + 1.2894012797914911e-05, + 1.2880051144747995e-05, + 1.2866293218394276e-05, + 1.2852551662945189e-05, + 1.283915298699867e-05, + 1.2825691555917729e-05, + 1.2812511158699635e-05, + 1.2799177056876943e-05, + 1.2785843864548951e-05, + 1.2772658010362647e-05, + 1.2759269338857848e-05, + 1.2746026186505333e-05, + 1.2732873074128293e-05, + 1.2719920050585642e-05, + 1.2706932466244325e-05, + 1.2693591088464018e-05, + 1.2680289728450589e-05, + 1.266693197976565e-05, + 1.2653612429858185e-05, + 1.2640607565117534e-05, + 1.2627506293938495e-05, + 1.2614661500265356e-05, + 1.2601932212419342e-05, + 1.2589079233293887e-05, + 1.2575955224747304e-05, + 1.256294399354374e-05, + 1.2549813618534245e-05, + 1.2536418580566533e-05, + 1.2523272744147107e-05, + 1.2509985936048906e-05, + 1.2496835552155972e-05, + 1.2483417776820716e-05, + 1.247004638571525e-05, + 1.2456735021260101e-05, + 1.2443382729543373e-05, + 1.2430068636604119e-05, + 1.2417000107234344e-05, + 1.2403571417962667e-05, + 1.2390080883051269e-05, + 1.2376758604659699e-05, + 1.2363083442323841e-05, + 1.2349111784715205e-05, + 1.2335302017163485e-05, + 1.2321671420068014e-05, + 1.2308119039516896e-05, + 1.2294590305828024e-05, + 1.2281529052415863e-05, + 1.2268403224879876e-05, + 1.2255311048647854e-05, + 1.224237075803103e-05, + 1.2229338608449325e-05, + 1.2216433788125869e-05, + 1.220360445586266e-05, + 1.219071327795973e-05, + 1.2177629287180025e-05, + 1.2164689906057902e-05, + 1.2151983355579432e-05, + 1.2139300451963209e-05, + 1.2126549336244352e-05, + 1.2114185665268451e-05, + 1.2101913853257429e-05, + 1.2089501979062334e-05, + 1.2077042811142746e-05, + 1.2064629117958248e-05, + 1.2052310012222733e-05, + 1.203952433570521e-05, + 1.2026772310491651e-05, + 1.2014262210868765e-05, + 1.2001703908026684e-05, + 1.1989192898909096e-05, + 1.197673464048421e-05, + 1.1964185432589147e-05, + 1.1951560736633837e-05, + 1.1939227078983095e-05, + 1.192666695715161e-05, + 1.1914173228433356e-05, + 1.1901933248736896e-05, + 1.1889984307345003e-05, + 1.1877735232701525e-05, + 1.1865473425132222e-05, + 1.185317069030134e-05, + 1.1840964361908846e-05, + 1.1828718015749473e-05, + 1.1816356163762975e-05, + 1.1804191672126763e-05, + 1.179207902168855e-05, + 1.1780140084738377e-05, + 1.1768311196647119e-05, + 1.1756583262467757e-05, + 1.1744758921850007e-05, + 1.1732883649528958e-05, + 1.1721115697582718e-05, + 1.1709290447470266e-05, + 1.1697769878082909e-05, + 1.1686257494147867e-05, + 1.1674368579406291e-05, + 1.1662401448120363e-05, + 1.1650266060314607e-05, + 1.1638180694717448e-05, + 1.1626148989307694e-05, + 1.1614261893555522e-05 + ], + [ + 0.0078125, + 0.005381354130804539, + 0.004236798267811537, + 0.003702579066157341, + 0.0032699638977646828, + 0.002838553162291646, + 0.0025320991408079863, + 0.0023391766007989645, + 0.002155760070309043, + 0.0019930601119995117, + 0.0018576461588963866, + 0.0017402697121724486, + 0.0016082839574664831, + 0.0014935254584997892, + 0.0014061885885894299, + 0.0013328032800927758, + 0.0012696379562839866, + 0.0012093051336705685, + 0.0011527567403391004, + 0.0011083845747634768, + 0.0010652022901922464, + 0.0010203850688412786, + 0.0009804508881643414, + 0.0009421076974831522, + 0.000905974768102169, + 0.0008748808759264648, + 0.0008451970061287284, + 0.0008155368850566447, + 0.0007863894570618868, + 0.0007607424049638212, + 0.0007389218080788851, + 0.0007209921022877097, + 0.0007060790667310357, + 0.0006910656811669469, + 0.0006721867830492556, + 0.0006510305684059858, + 0.0006303125410340726, + 0.0006091010291129351, + 0.000588631781283766, + 0.0005702534690499306, + 0.0005532224313355982, + 0.0005373866879381239, + 0.0005210409290157259, + 0.0005013421177864075, + 0.00047947384882718325, + 0.00045688700629398227, + 0.00043635134352371097, + 0.00041785879875533283, + 0.0004011058481410146, + 0.0003859839926008135, + 0.0003720350796356797, + 0.0003590660635381937, + 0.0003460422740317881, + 0.0003333801287226379, + 0.0003217930207028985, + 0.0003107669181190431, + 0.00030008808244019747, + 0.0002900913532357663, + 0.00028101372299715877, + 0.00027226985548622906, + 0.00026445186813361943, + 0.00025688897585496306, + 0.00024943548487499356, + 0.0002425454877084121, + 0.00023585170856676996, + 0.0002297923929290846, + 0.00022407795768231153, + 0.00021873826335649937, + 0.00021339426166377962, + 0.0002084475418087095, + 0.00020364370720926672, + 0.00019896187586709857, + 0.00019440031610429287, + 0.0001903223746921867, + 0.00018638138135429472, + 0.0001827561209211126, + 0.00017947019659914076, + 0.0001763696491252631, + 0.00017344382649753243, + 0.0001705387985566631, + 0.00016772323579061776, + 0.00016497443721164018, + 0.00016229224274866283, + 0.00015954655827954412, + 0.00015698953939136118, + 0.00015452380466740578, + 0.00015203260409180075, + 0.00014963833382353187, + 0.00014735804870724678, + 0.0001451384596293792, + 0.0001429358817404136, + 0.0001409089018125087, + 0.00013901364582125098, + 0.00013712947838939726, + 0.0001352857070742175, + 0.0001335395936621353, + 0.00013181670510675758, + 0.00013011693954467773, + 0.0001284564204979688, + 0.00012686412082985044, + 0.000125327191199176, + 0.00012385343143250793, + 0.00012238371709827334, + 0.00012092201359337196, + 0.0001194329815916717, + 0.00011803505185525864, + 0.00011665371857816353, + 0.00011524071305757388, + 0.00011383335368009284, + 0.00011246572830714285, + 0.00011115418601548299, + 0.00010990288865286857, + 0.00010866337834158912, + 0.00010752302478067577, + 0.00010646305599948391, + 0.00010547768761171028, + 0.00010452992864884436, + 0.00010361192835262045, + 0.00010266115714330226, + 0.00010176192154176533, + 0.00010085207759402692, + 9.994249558076262e-05, + 9.901546582113951e-05, + 9.808319737203419e-05, + 9.714897169033065e-05, + 9.624507947592065e-05, + 9.534561831969768e-05, + 9.448638593312353e-05, + 9.365766163682565e-05, + 9.287628927268088e-05, + 9.211698488797992e-05, + 9.140225301962346e-05, + 9.072478133020923e-05, + 9.005025640362874e-05, + 8.93809410627e-05, + 8.871471072779968e-05, + 8.804821118246764e-05, + 8.740539487916976e-05, + 8.675864228280261e-05, + 8.612524106865749e-05, + 8.548255573259667e-05, + 8.486229489790276e-05, + 8.424758561886847e-05, + 8.362562221009284e-05, + 8.300941408379003e-05, + 8.239669841714203e-05, + 8.17832988104783e-05, + 8.118144614854828e-05, + 8.059688116190955e-05, + 8.00178968347609e-05, + 7.945649849716574e-05, + 7.892455323599279e-05, + 7.841226761229336e-05, + 7.790267409291118e-05, + 7.740763976471499e-05, + 7.690541679039598e-05, + 7.639609975740314e-05, + 7.590898894704878e-05, + 7.541025843238458e-05, + 7.490650750696659e-05, + 7.440533227054402e-05, + 7.3906900070142e-05, + 7.340464071603492e-05, + 7.291384099517018e-05, + 7.243720756378025e-05, + 7.196325896074995e-05, + 7.148944860091433e-05, + 7.102834933903068e-05, + 7.05723068676889e-05, + 7.011432171566412e-05, + 6.96667775628157e-05, + 6.922661123098806e-05, + 6.878842395963147e-05, + 6.835351086920127e-05, + 6.792048225179315e-05, + 6.750566535629332e-05, + 6.709071021759883e-05, + 6.668434070888907e-05, + 6.628682604059577e-05, + 6.589443364646286e-05, + 6.549357931362465e-05, + 6.5095373429358e-05, + 6.470397784141824e-05, + 6.431288056774065e-05, + 6.391912756953388e-05, + 6.352363561745733e-05, + 6.314003985607997e-05, + 6.27531626378186e-05, + 6.237415072973818e-05, + 6.201007636263967e-05, + 6.165228842291981e-05, + 6.130184920039028e-05, + 6.095242133596912e-05, + 6.060919622541405e-05, + 6.02701329626143e-05, + 5.993452214170247e-05, + 5.961295755696483e-05, + 5.929474355070852e-05, + 5.8967423683498055e-05, + 5.863901969860308e-05, + 5.830926602357067e-05, + 5.7989105698652565e-05, + 5.767530819866806e-05, + 5.737262836191803e-05, + 5.707089076167904e-05, + 5.676679575117305e-05, + 5.6468485126970336e-05, + 5.617756687570363e-05, + 5.590068394667469e-05, + 5.562547448789701e-05, + 5.5355721997329965e-05, + 5.508713365998119e-05, + 5.481729021994397e-05, + 5.454838174046017e-05, + 5.428077565738931e-05, + 5.401784073910676e-05, + 5.375584805733524e-05, + 5.349325147108175e-05, + 5.322433207766153e-05, + 5.2960811444791034e-05, + 5.269769098958932e-05, + 5.2439121645875275e-05, + 5.217948273639195e-05, + 5.192444223212078e-05, + 5.16745749337133e-05, + 5.141172732692212e-05, + 5.1152546802768484e-05, + 5.089174010208808e-05, + 5.0635298975976184e-05, + 5.038189556216821e-05, + 5.012737892684527e-05, + 4.987680949852802e-05, + 4.9631387810222805e-05, + 4.938572965329513e-05, + 4.9144349759444594e-05, + 4.890592390438542e-05, + 4.8675348807591945e-05, + 4.8451624024892226e-05, + 4.822712071472779e-05, + 4.800167880603112e-05, + 4.7778379666851833e-05, + 4.755487680085935e-05, + 4.7338249714812264e-05, + 4.711657311418094e-05, + 4.6898745495127514e-05, + 4.6677658247062936e-05, + 4.646138768293895e-05, + 4.6252589527284727e-05, + 4.6049346565268934e-05, + 4.585218266583979e-05, + 4.5655175199499354e-05, + 4.545942647382617e-05, + 4.526206248556264e-05, + 4.506737241172232e-05, + 4.4879663619212806e-05, + 4.4692882511299103e-05, + 4.4513402826851234e-05, + 4.4332256948109716e-05, + 4.414860813994892e-05, + 4.396125950734131e-05, + 4.37770395365078e-05, + 4.359005106380209e-05, + 4.340724990470335e-05, + 4.322539098211564e-05, + 4.3048959923908114e-05, + 4.287237607059069e-05, + 4.269644705345854e-05, + 4.251931022736244e-05, + 4.234159496263601e-05, + 4.21645054302644e-05, + 4.199285103823058e-05, + 4.1823052015388384e-05, + 4.165529026067816e-05, + 4.1491948650218546e-05, + 4.1325642087031156e-05, + 4.116159107070416e-05, + 4.099771467735991e-05, + 4.083825842826627e-05, + 4.067923509865068e-05, + 4.052686563227326e-05, + 4.0379836718784645e-05, + 4.023563087685034e-05, + 4.009203621535562e-05, + 3.995098450104706e-05, + 3.9811427996028215e-05, + 3.967084921896458e-05, + 3.953780833398923e-05, + 3.940785973099992e-05, + 3.927732177544385e-05, + 3.914464468834922e-05, + 3.901098534697667e-05, + 3.887629645760171e-05, + 3.873992318403907e-05, + 3.860329888993874e-05, + 3.847086918540299e-05, + 3.8340243918355554e-05, + 3.821259815595113e-05, + 3.808652763837017e-05, + 3.795713928411715e-05, + 3.7829526263521984e-05, + 3.770065086428076e-05, + 3.757399463211186e-05, + 3.7449164665304124e-05, + 3.7325698940549046e-05, + 3.720275344676338e-05, + 3.70800044038333e-05, + 3.695655686897226e-05, + 3.683004979393445e-05, + 3.6703277146443725e-05, + 3.6574372643372044e-05, + 3.644075331976637e-05, + 3.630910941865295e-05, + 3.617651600507088e-05, + 3.604519588407129e-05, + 3.59172627213411e-05, + 3.578903488232754e-05, + 3.566119630704634e-05, + 3.553343049134128e-05, + 3.540795296430588e-05, + 3.528365050442517e-05, + 3.516033029882237e-05, + 3.50348163919989e-05, + 3.491055758786388e-05, + 3.478757935226895e-05, + 3.466486668912694e-05, + 3.454372563282959e-05, + 3.442442539380863e-05, + 3.430184369790368e-05, + 3.418126652832143e-05, + 3.406215910217725e-05, + 3.394119266886264e-05, + 3.381990609341301e-05, + 3.3698339393595234e-05, + 3.3578889997443184e-05, + 3.346481389598921e-05, + 3.335638393764384e-05, + 3.3248674299102277e-05, + 3.3141222957056016e-05, + 3.303596531623043e-05, + 3.2930671295616776e-05, + 3.2824245863594115e-05, + 3.271911555202678e-05, + 3.261359961470589e-05, + 3.251073940191418e-05, + 3.241260856157169e-05, + 3.231441223761067e-05, + 3.221425140509382e-05, + 3.2114621717482805e-05, + 3.201491927029565e-05, + 3.1916468287818134e-05, + 3.181924330419861e-05, + 3.1723830034025013e-05, + 3.162677603540942e-05, + 3.1532676075585186e-05, + 3.1434930860996246e-05, + 3.133705467917025e-05, + 3.124118302366696e-05, + 3.114397986792028e-05, + 3.1048155506141484e-05, + 3.095333886449225e-05, + 3.085887510678731e-05, + 3.076470602536574e-05, + 3.066878343815915e-05, + 3.056952846236527e-05, + 3.0469940611510538e-05, + 3.037220267287921e-05, + 3.027705315616913e-05, + 3.0186629373929463e-05, + 3.0100605727056973e-05, + 3.001258119184058e-05, + 2.992630106746219e-05, + 2.984151797136292e-05, + 2.9755394280073233e-05, + 2.966928150271997e-05, + 2.9585127776954323e-05, + 2.9503891710191965e-05, + 2.9428190828184597e-05, + 2.9353150239330716e-05, + 2.9276761779328808e-05, + 2.919851067417767e-05, + 2.912068521254696e-05, + 2.904194661823567e-05, + 2.8961034331587143e-05, + 2.888112976506818e-05, + 2.8803147870348766e-05, + 2.872154254873749e-05, + 2.8637830837396905e-05, + 2.855442653526552e-05, + 2.846793177013751e-05, + 2.837920874299016e-05, + 2.8293035938986577e-05, + 2.8205922717461362e-05, + 2.8121245122747496e-05, + 2.803791721817106e-05, + 2.7955698897130787e-05, + 2.7875741579919122e-05, + 2.7794147172244266e-05, + 2.7710524591384456e-05, + 2.7627256713458337e-05, + 2.7548414436751045e-05, + 2.747250437096227e-05, + 2.7399031750974245e-05, + 2.7328895157552324e-05, + 2.7257176043349318e-05, + 2.7184441933059134e-05, + 2.7110003429697827e-05, + 2.7034802769776434e-05, + 2.6959882234223187e-05, + 2.6884501494350843e-05, + 2.6807018002728e-05, + 2.6729467208497226e-05, + 2.665559804881923e-05, + 2.658372432051692e-05, + 2.6507874281378463e-05, + 2.643249899847433e-05, + 2.6357431124779396e-05, + 2.6282086764695123e-05, + 2.620911800477188e-05, + 2.6137351596844383e-05, + 2.6069514206028543e-05, + 2.6001958758570254e-05, + 2.593571480247192e-05, + 2.5869396267808042e-05, + 2.5806428311625496e-05, + 2.5746003302629106e-05, + 2.5686058506835252e-05, + 2.562563167884946e-05, + 2.556834078859538e-05, + 2.5508970793453045e-05, + 2.5449986424064264e-05, + 2.5390299924765714e-05, + 2.5330306016257964e-05, + 2.5270117475884035e-05, + 2.5210309104295447e-05, + 2.5151774025289342e-05, + 2.509163459762931e-05, + 2.5032817575265653e-05, + 2.4973825929919258e-05, + 2.491280611138791e-05, + 2.485096592863556e-05, + 2.4788701921352185e-05, + 2.47269963438157e-05, + 2.466799742251169e-05, + 2.4608420062577352e-05, + 2.4552566173952073e-05, + 2.4495917386957444e-05, + 2.443809535179753e-05, + 2.4382045012316667e-05, + 2.432554174447432e-05, + 2.4268607376143336e-05, + 2.4210827177739702e-05, + 2.4152835976565257e-05, + 2.4095554181258194e-05, + 2.4040331481955945e-05, + 2.3986414817045443e-05, + 2.3930961106088944e-05, + 2.3874654289102182e-05, + 2.382106686127372e-05, + 2.3767615857650526e-05, + 2.371561095060315e-05, + 2.366185981372837e-05, + 2.3607255570823327e-05, + 2.355140350118745e-05, + 2.3495427740272135e-05, + 2.3439599317498505e-05, + 2.3383505322271958e-05, + 2.3329766918323003e-05, + 2.3276130377780646e-05, + 2.3221753508551046e-05, + 2.316732206963934e-05, + 2.311335083504673e-05, + 2.3060525563778356e-05, + 2.3004769900580868e-05, + 2.2947062461753376e-05, + 2.288929135829676e-05, + 2.283088724652771e-05, + 2.277220119140111e-05, + 2.2714293663739227e-05, + 2.2656899091089144e-05, + 2.2600061129196547e-05, + 2.2541769794770516e-05, + 2.2483964130515233e-05, + 2.2425647330237553e-05, + 2.2369255020748824e-05, + 2.231212602055166e-05, + 2.2254120267461985e-05, + 2.219543603132479e-05, + 2.2134750906843692e-05, + 2.2074875232647173e-05, + 2.201621282438282e-05, + 2.1958254365017638e-05, + 2.1901496438658796e-05, + 2.184524964832235e-05, + 2.1789477614220232e-05, + 2.1732255845563486e-05, + 2.1676918549928814e-05, + 2.1623074644594453e-05, + 2.1568030206253752e-05, + 2.151442095055245e-05, + 2.145956750609912e-05, + 2.1404299332061782e-05, + 2.1349616872612387e-05, + 2.129609856638126e-05, + 2.1243071387289092e-05, + 2.119091550412122e-05, + 2.113821028615348e-05, + 2.1086681954329833e-05, + 2.103566839650739e-05, + 2.0985531591577455e-05, + 2.093525108648464e-05, + 2.0886363927274942e-05, + 2.0838138880208135e-05, + 2.0789728296222165e-05, + 2.0742616470670328e-05, + 2.069684887828771e-05, + 2.0652123566833325e-05, + 2.060615770460572e-05, + 2.0561945348163135e-05, + 2.0518229575827718e-05, + 2.0474270058912225e-05, + 2.0431192751857452e-05, + 2.0388846678542905e-05, + 2.03473955480149e-05, + 2.030594987445511e-05, + 2.026364927587565e-05, + 2.0219631551299244e-05, + 2.0177694750600494e-05, + 2.013662742683664e-05, + 2.0096575099159963e-05, + 2.005617534450721e-05, + 2.0015548216179013e-05, + 1.9974451788584702e-05, + 1.9934146621380933e-05, + 1.9894165234290995e-05, + 1.9855015125358477e-05, + 1.9816267013084143e-05, + 1.97794634004822e-05, + 1.9742821677937172e-05, + 1.970808079931885e-05, + 1.967238677025307e-05, + 1.963861723197624e-05, + 1.9605397028499283e-05, + 1.95737029571319e-05, + 1.95413849723991e-05, + 1.9509494450176135e-05, + 1.9477776731946506e-05, + 1.9446391888777725e-05, + 1.9415041606407613e-05, + 1.9384106053621508e-05, + 1.935374348249752e-05, + 1.9323200831422582e-05, + 1.9292898286948912e-05, + 1.9263217836851254e-05, + 1.9233217244618572e-05, + 1.9202941984985955e-05, + 1.917308873089496e-05, + 1.914274434966501e-05, + 1.9112279915134422e-05, + 1.9081055143033154e-05, + 1.904976488731336e-05, + 1.901856012409553e-05, + 1.8986413124366663e-05, + 1.8953891412820667e-05, + 1.8920762158813886e-05, + 1.888793303805869e-05, + 1.885477831820026e-05, + 1.8822343918145634e-05, + 1.8789749447023496e-05, + 1.875722227850929e-05, + 1.8723279936239123e-05, + 1.8689981516217813e-05, + 1.8656764950719662e-05, + 1.8623428331920877e-05, + 1.8589646060718223e-05, + 1.8556467693997547e-05, + 1.8524691768107004e-05, + 1.8492639355827123e-05, + 1.8461279978509992e-05, + 1.8430768250254914e-05, + 1.840030017774552e-05, + 1.8368749806541018e-05, + 1.8336690118303522e-05, + 1.8303911929251626e-05, + 1.8271150111104362e-05, + 1.8238550183014013e-05, + 1.8206206732429564e-05, + 1.817387055780273e-05, + 1.8141838154406287e-05, + 1.8110016753780656e-05, + 1.807863372960128e-05, + 1.804785460990388e-05, + 1.8016946341958828e-05, + 1.798592711566016e-05, + 1.7955360817722976e-05, + 1.792483453755267e-05, + 1.7893411495606415e-05, + 1.786215216270648e-05, + 1.7832402591011487e-05, + 1.7803549781092443e-05, + 1.7774844309315085e-05, + 1.7747184756444767e-05, + 1.7719296010909602e-05, + 1.7691261746222153e-05, + 1.7663089238340035e-05, + 1.763520049280487e-05, + 1.760707891662605e-05, + 1.7579162886249833e-05, + 1.7550764823681675e-05, + 1.7522508642286994e-05, + 1.749338480294682e-05, + 1.746461020957213e-05, + 1.743579014146235e-05, + 1.7406286133336835e-05, + 1.7377062249579467e-05, + 1.7347949324175715e-05, + 1.731958400341682e-05, + 1.729127689031884e-05, + 1.726285154290963e-05, + 1.72342115547508e-05, + 1.7205795302288607e-05, + 1.717886516416911e-05, + 1.7152146028820425e-05, + 1.7125552403740585e-05, + 1.7098609532695264e-05, + 1.7072150512831286e-05, + 1.704530768620316e-05, + 1.701848304946907e-05, + 1.6991312804748304e-05, + 1.6964884707704186e-05, + 1.6938351109274663e-05, + 1.691179204499349e-05, + 1.6885764125618152e-05, + 1.686016912572086e-05, + 1.683425944065675e-05, + 1.6806940038804896e-05, + 1.6780457372078672e-05, + 1.675372004683595e-05, + 1.6726728063076735e-05, + 1.6700061678420752e-05, + 1.6674222933943383e-05, + 1.6648362361593172e-05, + 1.6621708709863015e-05, + 1.6595280612818897e-05, + 1.6568816135986708e-05, + 1.654180232435465e-05, + 1.6514544768142514e-05, + 1.6487796528963372e-05, + 1.6461914128740318e-05, + 1.643573705223389e-05, + 1.6409894669777714e-05, + 1.6384174159611575e-05, + 1.635798253118992e-05, + 1.633234933251515e-05, + 1.6307221812894568e-05, + 1.6281133866868913e-05, + 1.6255593436653726e-05, + 1.623078787815757e-05, + 1.6205449355766177e-05, + 1.618006353965029e-05, + 1.6154621334862895e-05, + 1.612949745322112e-05, + 1.6104231690405868e-05, + 1.607955346116796e-05, + 1.6055091691669077e-05, + 1.6030779079301283e-05, + 1.600646646693349e-05, + 1.5982055629137903e-05, + 1.5957926734699868e-05, + 1.5934398106765002e-05, + 1.5911155060166493e-05, + 1.5888208508840762e-05, + 1.586552752996795e-05, + 1.5843030269024894e-05, + 1.5819798136362806e-05, + 1.5796496882103384e-05, + 1.5773299310239963e-05, + 1.575077294546645e-05, + 1.5729197912150994e-05, + 1.5708448700024746e-05, + 1.5688063285779208e-05, + 1.566780156281311e-05, + 1.564731246617157e-05, + 1.5626737877028063e-05, + 1.560632881592028e-05, + 1.5585443179588765e-05, + 1.556444840389304e-05, + 1.554321170260664e-05, + 1.5522182366112247e-05, + 1.5501051166211255e-05, + 1.5479952708119527e-05, + 1.545888517284766e-05, + 1.5438321497640572e-05, + 1.5417690519825555e-05, + 1.539663935545832e-05, + 1.537531534268055e-05, + 1.5353556591435336e-05, + 1.53313267219346e-05, + 1.5309466107282788e-05, + 1.5287174392142333e-05, + 1.5264984540408477e-05, + 1.524250183138065e-05, + 1.5220537534332834e-05, + 1.519859961263137e-05, + 1.5176888155110646e-05, + 1.5155453183979262e-05, + 1.5133885426621418e-05, + 1.5111840184545144e-05, + 1.5089524822542444e-05, + 1.5067484127939679e-05, + 1.504503597971052e-05, + 1.5022440493339673e-05, + 1.5000074199633673e-05, + 1.497760877100518e-05, + 1.4955777260183822e-05, + 1.4934546925360337e-05, + 1.4912819096934982e-05, + 1.4890829334035516e-05, + 1.486908604420023e-05, + 1.484778658777941e-05, + 1.4826779988652561e-05, + 1.4806202671024948e-05, + 1.4785111488890834e-05, + 1.4764250408916268e-05, + 1.4744343388883863e-05, + 1.4724726497661322e-05, + 1.4705147805216257e-05, + 1.4686043869005516e-05, + 1.4666936294815969e-05, + 1.4648196156485938e-05, + 1.462956061004661e-05, + 1.4610960533900652e-05, + 1.4592629668186419e-05, + 1.4574161468772218e-05, + 1.4556563655787613e-05, + 1.4539673429680988e-05, + 1.4522916899295524e-05, + 1.4506599654851016e-05, + 1.449066348868655e-05, + 1.447493468731409e-05, + 1.445905309083173e-05, + 1.4442922292801086e-05, + 1.4427633686864283e-05, + 1.441248878109036e-05, + 1.4397228369489312e-05, + 1.438242270523915e-05, + 1.4367635230883025e-05, + 1.4353254300658591e-05, + 1.4338545042846818e-05, + 1.4323575669550337e-05, + 1.4308713616628665e-05, + 1.4293070307758171e-05, + 1.4277286027208902e-05, + 1.426177732355427e-05, + 1.4245601050788537e-05, + 1.4228889995138161e-05, + 1.4212199857865926e-05, + 1.419583259121282e-05, + 1.4179783647705335e-05, + 1.4163702871883288e-05, + 1.4147355614113621e-05, + 1.4130945601209532e-05, + 1.4114169061940629e-05, + 1.4097306120675057e-05, + 1.408040952810552e-05, + 1.4063361049920786e-05, + 1.4047045624465682e-05, + 1.4030872080184054e-05, + 1.4015536180522759e-05, + 1.4000478586240206e-05, + 1.398546555719804e-05, + 1.397051164531149e-05, + 1.3955869690107647e-05, + 1.3941480574430898e-05, + 1.3927013242209796e-05, + 1.3912577742303256e-05, + 1.389785211358685e-05, + 1.388283180858707e-05, + 1.3867660527466796e-05, + 1.3852597476216033e-05, + 1.3837634469382465e-05, + 1.3822844266542234e-05, + 1.3808011317451019e-05, + 1.3793534890282899e-05, + 1.3778892935079057e-05, + 1.376376167172566e-05, + 1.3748640412813984e-05, + 1.3733399100601673e-05, + 1.3717919500777498e-05, + 1.3702589058084413e-05, + 1.3687499631487299e-05, + 1.367225377180148e-05, + 1.3657102499564644e-05, + 1.3641845725942403e-05, + 1.362664897897048e-05, + 1.361167505820049e-05, + 1.3596910321211908e-05, + 1.3582404790213332e-05, + 1.3568215763370972e-05, + 1.3554070392274298e-05, + 1.353995958197629e-05, + 1.3525427675631363e-05, + 1.3510895769286435e-05, + 1.3496377505362034e-05, + 1.3481766472978052e-05, + 1.3467348253470846e-05, + 1.34524998429697e-05, + 1.3437473171507008e-05, + 1.3422505617199931e-05, + 1.3407917322183494e-05, + 1.3393243534665089e-05, + 1.3378226867644116e-05, + 1.3363607649807818e-05, + 1.3348700122151058e-05, + 1.3333694369066507e-05, + 1.331844487140188e-05, + 1.3303422747412696e-05, + 1.3288053196447436e-05, + 1.3273017430037726e-05, + 1.3258121725812089e-05, + 1.3243488865555264e-05, + 1.322885145782493e-05, + 1.3214142200013157e-05, + 1.3199321074353065e-05, + 1.3184706403990276e-05, + 1.3169978956284467e-05, + 1.3155195119907148e-05, + 1.3139846487320028e-05, + 1.3124471479386557e-05, + 1.3109388419252355e-05, + 1.3094494534016121e-05, + 1.3079742529953364e-05, + 1.3064960512565449e-05, + 1.30503667605808e-05, + 1.3036030395596754e-05, + 1.3021666745771654e-05, + 1.3007372217543889e-05, + 1.2992959455004893e-05, + 1.2978895028936677e-05, + 1.2964962479600217e-05, + 1.2950957170687616e-05, + 1.2936673556396272e-05, + 1.2922167115902994e-05, + 1.290774525841698e-05, + 1.2893542589154094e-05, + 1.2879600944870617e-05, + 1.2865752978541423e-05, + 1.285180314880563e-05, + 1.283784968109103e-05, + 1.2823991710320115e-05, + 1.2809868167096283e-05, + 1.2796074770449195e-05, + 1.2782271369360387e-05, + 1.2768331544066314e-05, + 1.275428894587094e-05, + 1.2740329111693427e-05, + 1.2726344721158966e-05, + 1.2712420357274823e-05, + 1.2698458704107907e-05, + 1.268478899874026e-05, + 1.2671126569330227e-05, + 1.2657541446969844e-05, + 1.2644213711610064e-05, + 1.263103331439197e-05, + 1.2618133951036725e-05, + 1.2605073607119266e-05, + 1.2592126950039528e-05, + 1.2579365829878952e-05, + 1.2566623809107114e-05, + 1.2553768101497553e-05, + 1.2540815987449605e-05, + 1.252797301276587e-05, + 1.25152664622874e-05, + 1.2502655408752616e-05, + 1.2490120752772782e-05, + 1.2477329619287048e-05, + 1.2464666724554263e-05, + 1.2451841030269861e-05, + 1.2438983503670897e-05, + 1.2425994100340176e-05, + 1.2413285730872303e-05, + 1.2400289051583968e-05, + 1.2387068636598997e-05, + 1.237398373632459e-05, + 1.2361086191958748e-05, + 1.2348404197837226e-05, + 1.233552484336542e-05, + 1.232257727679098e-05, + 1.2309704288782086e-05, + 1.2296878594497684e-05, + 1.2284122931305319e-05, + 1.2271138075448107e-05, + 1.2258137758180965e-05, + 1.224513653141912e-05, + 1.2232420885993633e-05, + 1.2219711607031059e-05, + 1.2207044164824765e-05, + 1.2194374903629068e-05, + 1.2181905731267761e-05, + 1.2169389265181962e-05, + 1.215687098010676e-05, + 1.2144524589530192e-05, + 1.2132277333876118e-05, + 1.2119857274228707e-05, + 1.210729533340782e-05, + 1.2094808880647179e-05, + 1.2082355169695802e-05, + 1.2069946023984812e-05, + 1.2057405911036767e-05, + 1.2045094990753569e-05, + 1.2032659469696227e-05, + 1.2020426765957382e-05, + 1.2008305020572152e-05, + 1.199585858557839e-05, + 1.1983331205556169e-05, + 1.1970898412982933e-05, + 1.195851291413419e-05, + 1.1946292033826467e-05, + 1.1934050235140603e-05, + 1.1921894838451408e-05, + 1.1909713975910563e-05, + 1.18973184726201e-05, + 1.1884982995979954e-05, + 1.1872591130668297e-05, + 1.1860331142088398e-05, + 1.1847913810925093e-05, + 1.1835548320959788e-05, + 1.1823095519503113e-05, + 1.181078187073581e-05, + 1.1798340892710257e-05, + 1.1786140930780675e-05, + 1.1773736332543194e-05, + 1.1761516361730173e-05, + 1.1749222721846309e-05, + 1.17369581857929e-05, + 1.172472821053816e-05, + 1.171247276943177e-05, + 1.170028917840682e-05, + 1.16881210487918e-05, + 1.1676027497742325e-05, + 1.1664049452519976e-05, + 1.1652236935333349e-05, + 1.1640362572507001e-05, + 1.1628514585027006e-05, + 1.161671843874501e-05, + 1.1604949577304069e-05, + 1.1593237104534637e-05, + 1.1581797480175737e-05, + 1.1570476090128068e-05, + 1.1559346603462473e-05, + 1.1548107977432664e-05, + 1.153699940914521e-05, + 1.1526074558787514e-05, + 1.151536162069533e-05, + 1.1504657777550165e-05, + 1.1494038517412264e-05, + 1.1483403795864433e-05, + 1.1472741789475549e-05, + 1.1462088878033683e-05, + 1.1451274986029603e-05, + 1.1440472917456646e-05, + 1.14295226012473e-05, + 1.1418492249504197e-05, + 1.1407719284761697e-05, + 1.1396834452170879e-05, + 1.1386034202587325e-05, + 1.1375275789760053e-05, + 1.1364395504642744e-05, + 1.1353811714798212e-05, + 1.134323247242719e-05, + 1.1332612302794587e-05, + 1.1321737474645488e-05, + 1.1310794434393756e-05, + 1.1299516700091772e-05, + 1.1288216228422243e-05, + 1.1276838449703064e-05, + 1.1265537068538833e-05, + 1.1254299352003727e-05, + 1.1242800610489212e-05, + 1.1231502867303789e-05, + 1.1220262422284577e-05, + 1.1208980140509084e-05, + 1.1197894309589174e-05, + 1.1186808478669263e-05, + 1.1175712643307634e-05, + 1.1164634088345338e-05, + 1.1153777450090274e-05, + 1.1143073606945109e-05, + 1.1132269719382748e-05, + 1.1121429452032316e-05, + 1.1110709237982519e-05, + 1.1100136362074409e-05, + 1.108962078433251e-05, + 1.1079217983933631e-05, + 1.106878335122019e-05, + 1.1058476047764998e-05, + 1.1048190572182648e-05, + 1.1037747754016891e-05, + 1.102763144444907e-05, + 1.1017569704563357e-05, + 1.1007536159013398e-05 + ] + ], + "stabilities": [ + [ + 0.3259323835372925, + 1.0, + 1.0, + 0.7466665506362915, + 1.0, + 1.0, + 0.944444477558136, + 0.7745097875595093, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9171779155731201, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942196607589722, + 0.9985464811325073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99113929271698, + 1.0, + 1.0, + 1.0, + 0.9803467988967896, + 0.9882076382637024, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939940571784973, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9895012974739075, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9905109405517578, + 1.0, + 1.0, + 1.0, + 0.9985974431037903, + 0.9908707737922668, + 0.9929128885269165, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9590505361557007, + 0.9870049357414246, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984702467918396, + 0.9846780896186829, + 1.0, + 1.0, + 1.0, + 0.9823703765869141, + 1.0, + 1.0, + 0.9954994320869446, + 1.0, + 1.0, + 0.9868072271347046, + 1.0, + 0.9763883948326111, + 1.0, + 0.9906124472618103, + 1.0, + 0.9973486065864563, + 0.9915817975997925, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957247376441956, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992107152938843, + 1.0, + 0.9899303317070007, + 1.0, + 1.0, + 0.994949460029602, + 1.0, + 0.9859429597854614, + 1.0, + 1.0, + 1.0, + 0.993405818939209, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946438074111938, + 0.9940765500068665, + 0.9959371089935303, + 1.0, + 0.9396758079528809, + 1.0, + 0.9749103784561157, + 1.0, + 0.9958053231239319, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939314126968384, + 0.9896469712257385, + 1.0, + 0.9792977571487427, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9841756224632263, + 0.9992220401763916, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967886209487915, + 0.9982652068138123, + 1.0, + 0.9910455346107483, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939315319061279, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971204400062561, + 1.0, + 1.0, + 0.9883261322975159, + 0.9788531064987183, + 0.9756714701652527, + 1.0, + 1.0, + 1.0, + 0.9900132417678833, + 0.9653597474098206, + 0.9980283975601196, + 1.0, + 1.0, + 0.9524520039558411, + 1.0, + 0.999808132648468, + 1.0, + 0.9857218861579895, + 0.9940250515937805, + 0.9859744906425476, + 1.0, + 1.0, + 1.0, + 0.9827614426612854, + 0.9642435908317566, + 1.0, + 1.0, + 0.9937726855278015, + 0.9498694539070129, + 1.0, + 1.0, + 1.0, + 0.9722617268562317, + 0.9220921993255615, + 0.9958349466323853, + 0.9910377264022827, + 0.9831189513206482, + 1.0, + 0.985029399394989, + 1.0, + 1.0, + 0.9966482520103455, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9879915714263916, + 0.9766028523445129, + 1.0, + 0.9850382208824158, + 1.0, + 1.0, + 0.9847421646118164, + 0.9914780855178833, + 0.9965620636940002, + 1.0, + 1.0, + 1.0, + 0.9911996126174927, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982793927192688, + 0.9836254119873047, + 1.0, + 1.0, + 1.0, + 0.9954152703285217, + 1.0, + 1.0, + 1.0, + 0.972806990146637, + 1.0, + 0.9959802031517029, + 0.9930040836334229, + 0.9880775213241577, + 1.0, + 0.9903702735900879, + 1.0, + 0.9738811254501343, + 0.9870093464851379, + 0.9906594157218933, + 0.9682856798171997, + 1.0, + 1.0, + 1.0, + 0.9666712880134583, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9898202419281006, + 0.9979965090751648, + 1.0, + 0.9916788339614868, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926799535751343, + 0.985626757144928, + 0.9940400719642639, + 0.9698941111564636, + 0.9898724555969238, + 0.9984055161476135, + 1.0, + 1.0, + 1.0, + 0.9991243481636047, + 0.936529815196991, + 1.0, + 0.9613004922866821, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9915489554405212, + 0.9994392991065979, + 0.9752019643783569, + 1.0, + 1.0, + 0.9913251399993896, + 1.0, + 0.9871159791946411, + 0.9477911591529846, + 1.0, + 1.0, + 0.9678378701210022, + 1.0, + 1.0, + 0.976190447807312, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9625052213668823, + 1.0, + 1.0, + 0.9847443103790283, + 0.9355225563049316, + 1.0, + 1.0, + 0.9655060172080994, + 1.0, + 1.0, + 0.995708167552948, + 0.9801060557365417, + 0.994700014591217, + 1.0, + 1.0, + 0.9946994781494141, + 0.9952040314674377, + 1.0, + 1.0, + 0.9644734263420105, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947644472122192, + 0.9643723964691162, + 1.0, + 0.9654598236083984, + 1.0, + 0.9862179160118103, + 1.0, + 1.0, + 1.0, + 0.9886187314987183, + 1.0, + 0.988130509853363, + 1.0, + 0.9977118372917175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964805841445923, + 0.9905819296836853, + 1.0, + 1.0, + 0.9895055294036865, + 0.9848973751068115, + 0.9942281246185303, + 0.9728792309761047, + 1.0, + 1.0, + 0.9933152794837952, + 1.0, + 1.0, + 0.9995168447494507, + 1.0, + 1.0, + 1.0, + 0.9856351017951965, + 1.0, + 0.9847962856292725, + 1.0, + 1.0, + 0.9783099293708801, + 1.0, + 0.9322333931922913, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873486757278442, + 0.9949995875358582, + 1.0, + 1.0, + 0.9646987915039062, + 1.0, + 0.9692704081535339, + 0.95425945520401, + 1.0, + 1.0, + 0.9696352481842041, + 0.948870837688446, + 0.9959298372268677, + 0.9868515133857727, + 0.9755131602287292, + 1.0, + 0.9931174516677856, + 0.9922998547554016, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9855229258537292, + 1.0, + 1.0, + 0.9948832392692566, + 1.0, + 1.0, + 0.9823678731918335, + 0.9946956038475037, + 1.0, + 0.9717254042625427, + 0.9932949542999268, + 1.0, + 1.0, + 0.9858103394508362, + 0.9948056936264038, + 0.9799950122833252, + 1.0, + 0.9623729586601257, + 0.9824798703193665, + 1.0, + 1.0, + 0.9963485598564148, + 0.9960135817527771, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9905425310134888, + 0.9640386700630188, + 0.983098030090332, + 1.0, + 0.982042670249939, + 0.9515789151191711, + 1.0, + 0.968858540058136, + 0.9689008593559265, + 0.98822420835495, + 0.9984338283538818, + 0.9635136723518372, + 0.9440118670463562, + 0.9931768774986267, + 0.961271345615387, + 1.0, + 1.0, + 0.9640348553657532, + 0.9637227654457092, + 1.0, + 0.9897597432136536, + 1.0, + 1.0, + 1.0, + 0.9921518564224243, + 0.992767870426178, + 1.0, + 0.987414538860321, + 0.9664775133132935, + 1.0, + 1.0, + 1.0, + 0.9776108264923096, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9899834394454956, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9929506778717041, + 0.9821881651878357, + 0.9938690066337585, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9828755855560303, + 0.9908573627471924, + 0.9932103157043457, + 1.0, + 0.9909153580665588, + 0.9639624357223511, + 0.9940782189369202, + 0.962813675403595, + 0.9730016589164734, + 1.0, + 1.0, + 0.9747691750526428, + 0.968277633190155, + 0.9866675138473511, + 0.9521967172622681, + 0.9945089817047119, + 1.0, + 0.9769230484962463, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815604090690613, + 1.0, + 1.0, + 0.9966964721679688, + 0.995320737361908, + 1.0, + 1.0, + 0.9876968264579773, + 1.0, + 1.0, + 0.9907493591308594, + 0.9909546971321106, + 0.9873387217521667, + 0.9840152859687805, + 1.0, + 1.0, + 0.9636644124984741, + 0.9873523712158203, + 0.9840028882026672, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9807286262512207, + 0.9956979155540466, + 0.9851112365722656, + 1.0, + 1.0, + 0.9947380423545837, + 1.0, + 0.994170069694519, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9796171188354492, + 0.9931923747062683, + 0.9684373736381531, + 1.0, + 0.9896739721298218, + 0.9939325451850891, + 0.9859082698822021, + 1.0, + 0.9862112998962402, + 1.0, + 0.9883464574813843, + 0.9970236420631409, + 0.9809978008270264, + 0.980044424533844, + 0.9582014679908752, + 0.9926466345787048, + 0.9930943250656128, + 0.9964599609375, + 1.0, + 0.9839096069335938, + 1.0, + 1.0, + 0.9764330983161926, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989741861820221, + 1.0, + 0.9927154183387756, + 0.9907803535461426, + 1.0, + 0.974628210067749, + 0.9577842950820923, + 0.9709857702255249, + 0.9691742062568665, + 0.9786589741706848, + 1.0, + 0.9584177732467651, + 0.9762459993362427, + 1.0, + 0.9429110884666443, + 0.9948760271072388, + 0.9837201237678528, + 0.9782752394676208, + 1.0, + 0.9927179217338562, + 0.9523491859436035, + 0.9891781806945801, + 1.0, + 1.0, + 1.0, + 0.9929364323616028, + 1.0, + 1.0, + 0.9848970770835876, + 1.0, + 1.0, + 0.9600697159767151, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9554681181907654, + 1.0, + 1.0, + 1.0, + 0.9969095587730408, + 0.9912253022193909, + 0.9961304068565369, + 1.0, + 0.9946836233139038, + 1.0, + 1.0, + 0.9964134693145752, + 0.9659315347671509, + 0.9649924039840698, + 0.9906994104385376, + 1.0, + 1.0, + 1.0, + 0.9880064129829407, + 0.9881845116615295, + 0.9878794550895691, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9849655032157898, + 0.9990460276603699, + 1.0, + 0.9854946732521057, + 1.0, + 0.987348198890686, + 0.9935930371284485, + 0.9374774694442749, + 1.0, + 0.986012876033783, + 1.0, + 1.0, + 0.9537635445594788, + 1.0, + 0.9931378960609436, + 1.0, + 0.9965332746505737, + 1.0, + 1.0, + 0.9791610836982727, + 0.9894949197769165, + 0.9819022417068481, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965693354606628, + 1.0, + 1.0, + 1.0, + 0.9802026748657227, + 1.0, + 0.994494616985321, + 0.9834398031234741, + 1.0, + 0.9911451935768127, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9925044775009155, + 0.9760850667953491, + 1.0, + 0.9999555945396423, + 1.0, + 0.9886358976364136, + 1.0, + 1.0, + 1.0, + 0.9951238632202148, + 1.0, + 0.9585545063018799, + 0.9981686472892761, + 0.9903343319892883, + 0.9839591383934021, + 1.0, + 0.964272677898407, + 0.9844869375228882, + 1.0, + 0.9888356328010559, + 1.0, + 0.9998095631599426, + 0.9557185173034668, + 0.9483858942985535, + 0.958919882774353, + 0.9714582562446594, + 0.9780071377754211, + 1.0, + 0.9966691732406616, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9923381209373474, + 0.9982337951660156, + 0.9816995859146118, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992380678653717, + 0.9821300506591797, + 0.9752217531204224, + 0.9580442905426025, + 0.9908009767532349, + 0.9942712783813477, + 1.0, + 0.9872583150863647, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9860709309577942, + 0.9802788496017456, + 0.9802095890045166, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9826938509941101, + 0.9744709730148315, + 0.981273889541626, + 0.9680197834968567, + 0.9519689679145813, + 0.9656578898429871, + 1.0, + 1.0, + 0.986474335193634, + 1.0, + 1.0, + 0.9993618726730347, + 0.9991486072540283, + 1.0, + 1.0, + 0.978110671043396, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9948795437812805, + 1.0, + 1.0, + 1.0, + 0.9998157024383545, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9741776585578918, + 1.0, + 0.9971274137496948, + 0.9859396815299988, + 1.0, + 1.0, + 0.9993115663528442, + 0.98859041929245, + 0.9913766384124756, + 0.9979792237281799, + 1.0, + 1.0, + 1.0, + 0.9765014052391052, + 1.0, + 0.9860200881958008, + 0.9833120107650757, + 1.0, + 1.0, + 0.9842125177383423, + 1.0, + 1.0, + 1.0, + 0.9814870357513428, + 0.9976476430892944, + 0.991529107093811, + 0.995244026184082, + 0.9721238613128662, + 0.9810650944709778, + 0.9789830446243286, + 1.0, + 0.9825925230979919, + 0.9961157441139221, + 0.9895382523536682, + 0.992022693157196, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971678256988525, + 1.0, + 0.9851950407028198, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954475164413452, + 1.0, + 0.9955807328224182, + 0.9964646697044373, + 1.0, + 1.0, + 0.999848484992981, + 1.0, + 0.9926976561546326, + 1.0, + 1.0, + 0.9913122653961182, + 0.9908708930015564, + 0.9885019659996033, + 1.0, + 0.9990695118904114, + 0.9899414777755737, + 0.9917208552360535, + 0.9890714287757874, + 1.0, + 1.0, + 0.9971321821212769, + 1.0, + 0.9995092153549194, + 0.9805824756622314, + 1.0, + 0.9887524247169495, + 0.981441855430603, + 0.9540725350379944, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.988648533821106, + 1.0, + 1.0, + 0.9911772012710571, + 0.9989944696426392, + 1.0, + 1.0, + 1.0, + 0.978645384311676, + 1.0, + 1.0, + 0.9985342621803284, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990856409072876, + 0.972113311290741, + 0.9954448938369751, + 1.0, + 0.9913631081581116, + 0.9862146377563477, + 0.9914145469665527, + 1.0, + 0.9837748408317566, + 0.9936566352844238, + 0.9680808186531067, + 1.0, + 0.9908173680305481, + 0.9841597676277161, + 0.9981241226196289, + 0.9896631836891174, + 1.0, + 1.0, + 1.0, + 0.9933038949966431, + 1.0, + 1.0, + 0.9897425174713135, + 0.9846716523170471, + 1.0, + 1.0, + 0.9989069700241089, + 0.9825303554534912, + 0.9943206906318665, + 0.9914137721061707, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9678613543510437, + 0.989446222782135, + 0.9711228013038635, + 1.0, + 1.0, + 1.0, + 0.9897799491882324, + 1.0, + 1.0, + 1.0, + 0.9810462594032288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979060292243958, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9879761338233948, + 1.0, + 0.9930247664451599, + 1.0, + 0.9968677759170532, + 1.0, + 0.9925939440727234, + 0.9911625981330872, + 0.9996606707572937, + 0.9788284301757812, + 0.9965948462486267, + 0.9946848154067993, + 0.9907443523406982, + 0.9971106052398682, + 1.0, + 1.0, + 0.975359320640564, + 0.9967578053474426, + 0.9895656108856201, + 1.0, + 1.0, + 0.9986856579780579, + 1.0, + 1.0, + 1.0, + 0.9890839457511902, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952437281608582, + 0.9937992691993713 + ], + [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9639639854431152, + 0.9532710909843445, + 0.9215686917304993, + 1.0, + 1.0, + 0.9152541160583496, + 0.9259259700775146, + 0.9900000095367432, + 0.898989737033844, + 1.0, + 1.0, + 0.9700000286102295, + 1.0, + 1.0, + 0.9051724672317505, + 0.7904761433601379, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.987063467502594, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9793814420700073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9920564889907837, + 1.0, + 0.9920774698257446, + 1.0, + 0.9768637418746948, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9770750999450684, + 0.9919094443321228, + 1.0, + 0.9977098703384399, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9652928709983826, + 1.0, + 1.0, + 0.9886766076087952, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9566062092781067, + 0.9898443222045898, + 0.9774281978607178, + 1.0, + 1.0, + 0.9626865386962891, + 1.0, + 1.0, + 1.0, + 0.9894319772720337, + 0.9966621398925781, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972330331802368, + 0.9950055480003357, + 0.9871723651885986, + 1.0, + 0.9636669754981995, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9830507636070251, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9934439659118652, + 1.0, + 1.0, + 0.9680758714675903, + 1.0, + 0.966956615447998, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939286112785339, + 0.9953287243843079, + 1.0, + 0.9899208545684814, + 0.9043635725975037, + 0.9923603534698486, + 1.0, + 1.0, + 1.0, + 0.9804381728172302, + 1.0, + 0.9881045818328857, + 0.963081955909729, + 0.9683334231376648, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9959387183189392, + 1.0, + 1.0, + 1.0, + 0.9969743490219116, + 1.0, + 1.0, + 1.0, + 0.9845003485679626, + 0.992409348487854, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.984707236289978, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.969764769077301, + 0.9958430528640747, + 0.9897958636283875, + 0.9920337200164795, + 0.999527633190155, + 1.0, + 1.0, + 0.9847328066825867, + 0.9896641373634338, + 1.0, + 0.9875432252883911, + 1.0, + 1.0, + 0.9686017632484436, + 1.0, + 0.9853113293647766, + 0.9884050488471985, + 0.9954513311386108, + 1.0, + 1.0, + 0.9984083771705627, + 1.0, + 0.9948279857635498, + 1.0, + 0.9979928731918335, + 1.0, + 0.9726230502128601, + 0.9949814677238464, + 1.0, + 0.9593876600265503, + 0.9572252035140991, + 0.9817087054252625, + 0.9896225929260254, + 1.0, + 0.9806922674179077, + 1.0, + 0.9794978499412537, + 1.0, + 1.0, + 0.9892038106918335, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.973511278629303, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9785086512565613, + 0.9814743995666504, + 1.0, + 1.0, + 1.0, + 0.9915239214897156, + 0.987438976764679, + 0.9766784310340881, + 1.0, + 0.9835514426231384, + 0.9893903732299805, + 1.0, + 1.0, + 1.0, + 0.9914459586143494, + 0.9598473906517029, + 0.9987899661064148, + 1.0, + 1.0, + 1.0, + 0.9568030834197998, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9731125235557556, + 1.0, + 1.0, + 1.0, + 0.992547333240509, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9724045991897583, + 0.956881046295166, + 0.9693349003791809, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9534355401992798, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979188442230225, + 0.9805352687835693, + 1.0, + 0.9991790056228638, + 0.9705364108085632, + 0.9968553185462952, + 0.99587482213974, + 0.9919590353965759, + 0.9647507071495056, + 0.9914703369140625, + 1.0, + 0.9818553924560547, + 0.991150438785553, + 0.9188550710678101, + 1.0, + 0.9730972647666931, + 1.0, + 0.9935083389282227, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9726141691207886, + 1.0, + 1.0, + 1.0, + 0.9980033040046692, + 1.0, + 1.0, + 0.997139573097229, + 1.0, + 1.0, + 0.9788068532943726, + 0.9691458344459534, + 1.0, + 1.0, + 1.0, + 0.9771755933761597, + 0.9628839492797852, + 1.0, + 1.0, + 0.9929215908050537, + 0.9870854616165161, + 0.9896378517150879, + 1.0, + 0.9872349500656128, + 0.972784161567688, + 1.0, + 0.9972726106643677, + 0.9790681004524231, + 1.0, + 1.0, + 0.9956656694412231, + 1.0, + 1.0, + 0.9743433594703674, + 1.0, + 1.0, + 0.9876518249511719, + 0.9995934963226318, + 1.0, + 0.9803049564361572, + 0.9620853066444397, + 1.0, + 0.953449547290802, + 1.0, + 1.0, + 0.977052628993988, + 0.977483332157135, + 1.0, + 0.980835497379303, + 1.0, + 1.0, + 0.9966638684272766, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.977011501789093, + 1.0, + 0.9572139978408813, + 0.9924482107162476, + 1.0, + 0.975427508354187, + 1.0, + 0.9754007458686829, + 1.0, + 1.0, + 0.9776526093482971, + 1.0, + 0.9785824418067932, + 0.9695817828178406, + 1.0, + 1.0, + 0.9902145266532898, + 0.997054398059845, + 1.0, + 1.0, + 0.9979123473167419, + 0.9682554006576538, + 0.9885392189025879, + 0.9403212070465088, + 1.0, + 0.9652072191238403, + 1.0, + 1.0, + 0.996410071849823, + 1.0, + 1.0, + 1.0, + 0.9753761291503906, + 0.9841715097427368, + 1.0, + 0.9726207256317139, + 0.9846265316009521, + 1.0, + 0.9894431233406067, + 1.0, + 1.0, + 1.0, + 0.9969448447227478, + 0.9999042749404907, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9879759550094604, + 1.0, + 1.0, + 0.9588292241096497, + 0.9773814082145691, + 0.9614299535751343, + 0.9928570985794067, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931100606918335, + 0.9798893332481384, + 1.0, + 1.0, + 0.9814876914024353, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9835630059242249, + 1.0, + 0.9872910976409912, + 0.988889753818512, + 0.982333779335022, + 0.9727086424827576, + 1.0, + 0.9995982646942139, + 0.9746021628379822, + 0.9868876338005066, + 1.0, + 1.0, + 0.9961568713188171, + 0.9360231757164001, + 0.9877210855484009, + 1.0, + 1.0, + 1.0, + 1.0, + 0.982085108757019, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992871105670929, + 0.9603914022445679, + 1.0, + 1.0, + 1.0, + 0.9826557040214539, + 1.0, + 0.9459909200668335, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981123685836792, + 0.9811350107192993, + 1.0, + 1.0, + 0.9963183999061584, + 1.0, + 0.974005937576294, + 1.0, + 0.9936420321464539, + 1.0, + 0.9979140162467957, + 0.9436315894126892, + 0.9913608431816101, + 0.9672278165817261, + 0.9540274143218994, + 0.9739285111427307, + 1.0, + 0.9874845147132874, + 0.9970816373825073, + 0.9957350492477417, + 0.9779961705207825, + 0.9692571759223938, + 1.0, + 0.9917833805084229, + 1.0, + 0.9975100755691528, + 1.0, + 0.9930093884468079, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955835342407227, + 0.9824811816215515, + 1.0, + 0.9946276545524597, + 0.9906770586967468, + 1.0, + 0.9975467324256897, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9797617197036743, + 1.0, + 0.9962894916534424, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966799020767212, + 0.9947652816772461, + 1.0, + 0.9898098111152649, + 0.9612138867378235, + 0.9694874286651611, + 0.9745005965232849, + 1.0, + 1.0, + 0.9931542277336121, + 0.97745281457901, + 1.0, + 0.9616292119026184, + 0.9657496213912964, + 1.0, + 1.0, + 0.980556309223175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9645957946777344, + 1.0, + 1.0, + 1.0, + 0.9888508915901184, + 1.0, + 1.0, + 0.9685573577880859, + 0.9656723141670227, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984742999076843, + 0.9872660040855408, + 1.0, + 1.0, + 0.9903962016105652, + 0.9631897807121277, + 1.0, + 0.9888749718666077, + 0.9958727359771729, + 0.9752674102783203, + 0.9843728542327881, + 0.9914357662200928, + 0.9729615449905396, + 0.9592176079750061, + 0.9631273746490479, + 1.0, + 0.9941019415855408, + 1.0, + 0.9642776846885681, + 1.0, + 1.0, + 0.9980520606040955, + 1.0, + 0.9941163659095764, + 1.0, + 1.0, + 0.9920440316200256, + 1.0, + 0.9999339580535889, + 0.9685475826263428, + 1.0, + 0.996035635471344, + 0.9892992377281189, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9687573313713074, + 0.9823536276817322, + 1.0, + 0.9970629811286926, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918901920318604, + 1.0, + 1.0, + 0.9801561832427979, + 1.0, + 0.9941964745521545, + 1.0, + 1.0, + 1.0, + 0.9958476424217224, + 1.0, + 0.9853060245513916, + 1.0, + 1.0, + 1.0, + 0.9872576594352722, + 0.9712149500846863, + 0.9776280522346497, + 0.9721773862838745, + 0.9960265755653381, + 0.9994949698448181, + 0.9856009483337402, + 0.993182361125946, + 0.982245147228241, + 0.9847091436386108, + 0.9704909324645996, + 0.9832297563552856, + 0.9774074554443359, + 1.0, + 0.9794259071350098, + 0.9619916081428528, + 0.9846181273460388, + 1.0, + 1.0, + 0.9953519105911255, + 0.992729127407074, + 0.9836847186088562, + 0.998305082321167, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9257044792175293, + 1.0, + 1.0, + 0.971461296081543, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9660260081291199, + 0.9779390096664429, + 0.9932982325553894, + 1.0, + 0.9968293905258179, + 0.9890175461769104, + 1.0, + 1.0, + 0.9887658953666687, + 1.0, + 1.0, + 0.9952436089515686, + 1.0, + 1.0, + 0.9973743557929993, + 1.0, + 1.0, + 1.0, + 0.984363317489624, + 1.0, + 0.9679262638092041, + 1.0, + 0.9666053652763367, + 1.0, + 1.0, + 0.9944151043891907, + 0.9879650473594666, + 0.9946198463439941, + 1.0, + 0.9728912115097046, + 0.9984980821609497, + 0.9892628788948059, + 1.0, + 0.9626334309577942, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9852782487869263, + 1.0, + 0.9647314548492432, + 1.0, + 0.985984206199646, + 1.0, + 0.9894524216651917, + 0.9958006143569946, + 0.9832937121391296, + 0.9943915605545044, + 1.0, + 1.0, + 0.9954581260681152, + 1.0, + 1.0, + 0.9868108034133911, + 1.0, + 1.0, + 0.9903460741043091, + 0.978635311126709, + 0.9838459491729736, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988510608673096, + 1.0, + 0.9965674877166748, + 1.0, + 1.0, + 0.9968587160110474, + 0.9651490449905396, + 0.9916670918464661, + 0.9875674843788147, + 0.9920386672019958, + 1.0, + 0.9707280993461609, + 1.0, + 0.996452271938324, + 0.9549869894981384, + 1.0, + 0.9883720874786377, + 1.0, + 1.0, + 1.0, + 0.9930949211120605, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968208074569702, + 0.9910510778427124, + 1.0, + 1.0, + 0.9959061741828918, + 0.9999538660049438, + 0.9970439076423645, + 0.9754006862640381, + 1.0, + 0.9783168435096741, + 0.997654378414154, + 1.0, + 0.9668934941291809, + 0.9752241969108582, + 0.9918702840805054, + 1.0, + 1.0, + 0.9942949414253235, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9821199178695679, + 0.990943968296051, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9839940667152405, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9747996926307678, + 0.9957255721092224, + 0.9893507361412048, + 1.0, + 0.9938887357711792, + 1.0, + 1.0, + 0.9740646481513977, + 1.0, + 1.0, + 0.9959922432899475, + 1.0, + 0.9934120774269104, + 1.0, + 0.9908879995346069, + 0.9726216197013855, + 1.0, + 0.9985030293464661, + 0.9994003176689148, + 0.9822133183479309, + 1.0, + 0.9947680830955505, + 0.9887855052947998, + 1.0, + 0.9884921312332153, + 0.9917088747024536, + 0.9770846962928772, + 0.9907785058021545, + 0.9948988556861877, + 0.9877665042877197, + 0.9871596097946167, + 1.0, + 1.0, + 0.9903782606124878, + 1.0, + 1.0, + 1.0, + 0.998572826385498, + 0.9924209713935852, + 1.0, + 0.9810879826545715, + 1.0, + 1.0, + 1.0, + 0.9846268892288208, + 1.0, + 1.0, + 0.994157075881958, + 0.9764086604118347, + 0.974575936794281, + 0.9928734302520752, + 0.9895597696304321, + 0.9849657416343689, + 0.9832187294960022, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9893184304237366, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933871626853943, + 1.0, + 1.0, + 0.9866939187049866, + 1.0, + 0.9754160046577454, + 0.9938246607780457, + 0.9893198609352112, + 0.9912852048873901, + 1.0, + 0.9791361093521118, + 0.9872230291366577, + 0.9988122582435608, + 1.0, + 1.0, + 1.0, + 0.9962627291679382, + 0.9920584559440613, + 1.0, + 0.9887521266937256, + 0.9906198382377625, + 1.0, + 1.0, + 0.9888171553611755, + 1.0, + 0.9784207344055176, + 1.0, + 0.982393205165863, + 1.0, + 1.0, + 0.9921855926513672, + 1.0, + 0.9923877716064453, + 0.9964658617973328, + 0.9879090785980225, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9795917272567749, + 1.0, + 0.9835238456726074, + 0.9945495128631592, + 1.0, + 1.0, + 0.9947566390037537, + 1.0, + 1.0, + 0.9846658110618591, + 1.0, + 0.9929444789886475, + 1.0, + 1.0, + 0.9988498091697693, + 1.0, + 1.0, + 0.9848049283027649, + 1.0, + 1.0, + 0.9913171529769897, + 1.0, + 1.0, + 0.9920171499252319, + 0.9905999898910522, + 0.9978290796279907, + 1.0, + 0.9688616991043091, + 1.0, + 1.0, + 0.9918341040611267, + 1.0, + 0.9936035871505737, + 0.9975543022155762, + 1.0, + 1.0, + 0.9923454523086548, + 0.9855991005897522, + 1.0, + 1.0, + 0.9727790355682373, + 0.9957624077796936, + 1.0, + 1.0, + 0.9994974136352539, + 0.9955825805664062, + 1.0, + 1.0, + 0.9843938946723938, + 1.0, + 0.9996160268783569, + 0.9990573525428772, + 1.0, + 1.0, + 0.9805096983909607, + 1.0, + 0.9981878399848938, + 0.9828732013702393, + 0.9793685674667358, + 1.0, + 1.0, + 1.0, + 0.9955170750617981, + 1.0, + 1.0, + 0.9872922301292419, + 0.9989416003227234, + 0.988994836807251, + 0.9939178824424744, + 0.9945759773254395, + 1.0, + 1.0, + 0.9942725300788879, + 1.0, + 0.9773147106170654, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992781281471252, + 0.9991462230682373, + 0.9913895130157471 + ], + [ + 1.0, + 1.0, + 0.714285671710968, + 1.0, + 1.0, + 0.9655172824859619, + 0.785714328289032, + 1.0, + 1.0, + 0.9876543283462524, + 1.0, + 1.0, + 1.0, + 0.8938053846359253, + 0.9603960514068604, + 0.9690722227096558, + 1.0, + 1.0, + 0.8679246306419373, + 1.0, + 1.0, + 0.9821428656578064, + 1.0, + 1.0, + 0.9416665434837341, + 1.0, + 1.0, + 1.0, + 0.9558823704719543, + 0.9153847098350525, + 0.8739495277404785, + 0.8749998807907104, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9736842513084412, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9983792304992676, + 1.0, + 0.9769938588142395, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981747031211853, + 1.0, + 1.0, + 1.0, + 0.99640291929245, + 1.0, + 1.0, + 1.0, + 0.9579389691352844, + 1.0, + 0.979787290096283, + 0.9630835652351379, + 0.99661785364151, + 0.9943438768386841, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981273353099823, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.964754045009613, + 0.9770603775978088, + 1.0, + 1.0, + 0.987725019454956, + 1.0, + 1.0, + 1.0, + 0.9984604120254517, + 1.0, + 0.9961597919464111, + 1.0, + 1.0, + 1.0, + 0.9762551188468933, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993932843208313, + 0.9908924102783203, + 1.0, + 0.9535161256790161, + 0.9606250524520874, + 0.9583604335784912, + 0.9898167252540588, + 0.9958847165107727, + 1.0, + 0.9747899770736694, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977961182594299, + 1.0, + 0.9843917489051819, + 0.9945324063301086, + 0.9692139625549316, + 0.99773108959198, + 0.9653211832046509, + 0.9705535769462585, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9870931506156921, + 1.0, + 1.0, + 1.0, + 0.9877984523773193, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942389726638794, + 1.0, + 0.9919008016586304, + 0.9682997465133667, + 0.983134925365448, + 1.0, + 0.9910669922828674, + 1.0, + 1.0, + 0.976168155670166, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987493753433228, + 0.992070198059082, + 1.0, + 1.0, + 0.9939147233963013, + 1.0, + 1.0, + 0.9992116689682007, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9774689078330994, + 1.0, + 0.9988703727722168, + 0.9973614811897278, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9897587895393372, + 1.0, + 0.999675989151001, + 0.9795851707458496, + 1.0, + 0.9980185627937317, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9765725135803223, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9889650344848633, + 0.9978890419006348, + 0.9815654158592224, + 1.0, + 1.0, + 0.99822598695755, + 0.9920023679733276, + 0.9674529433250427, + 1.0, + 0.9957212805747986, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982593059539795, + 1.0, + 1.0, + 1.0, + 0.9962080121040344, + 1.0, + 1.0, + 1.0, + 0.9984251856803894, + 0.9955310821533203, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960289001464844, + 1.0, + 0.9990783333778381, + 1.0, + 0.9827744364738464, + 0.9855106472969055, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844064116477966, + 1.0, + 0.9982582330703735, + 1.0, + 0.9938663244247437, + 0.9814854264259338, + 0.988074541091919, + 0.9842001795768738, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9778299331665039, + 1.0, + 0.9749351739883423, + 1.0, + 1.0, + 1.0, + 0.9973507523536682, + 1.0, + 0.9916650652885437, + 1.0, + 0.9847282767295837, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9829715490341187, + 1.0, + 1.0, + 0.9876800179481506, + 1.0, + 0.9998140335083008, + 1.0, + 0.9860371351242065, + 1.0, + 0.9704960584640503, + 0.9768192768096924, + 0.9933865070343018, + 1.0, + 0.9937803745269775, + 1.0, + 1.0, + 0.9570387601852417, + 0.9871743321418762, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9805089831352234, + 0.9974231719970703, + 0.9880051612854004, + 0.9983190298080444, + 1.0, + 0.9972977638244629, + 1.0, + 0.9938085675239563, + 0.9964399933815002, + 0.9998214244842529, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975613951683044, + 1.0, + 1.0, + 0.9862563610076904, + 1.0, + 1.0, + 1.0, + 0.9941571354866028, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993021488189697, + 0.9966480731964111, + 1.0, + 0.9958232641220093, + 0.9998646974563599, + 1.0, + 1.0, + 1.0, + 0.9950229525566101, + 0.9666538834571838, + 0.9613904356956482, + 1.0, + 1.0, + 0.990328311920166, + 1.0, + 1.0, + 0.9996007084846497, + 1.0, + 0.9855661988258362, + 0.9640527367591858, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986961483955383, + 0.997911274433136, + 0.9914965629577637, + 1.0, + 0.979586660861969, + 1.0, + 1.0, + 0.9900060892105103, + 1.0, + 0.9972025752067566, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927417039871216, + 0.9851555824279785, + 0.9605307579040527, + 0.9608991146087646, + 1.0, + 0.9899787902832031, + 0.99225914478302, + 1.0, + 1.0, + 0.9869076609611511, + 0.9752289056777954, + 0.94017094373703, + 0.9996159076690674, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969324469566345, + 0.9857549667358398, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9820411205291748, + 1.0, + 0.9833573698997498, + 0.9945216178894043, + 0.9970489740371704, + 0.9825375080108643, + 1.0, + 1.0, + 1.0, + 0.9567451477050781, + 0.9723659753799438, + 0.9777063727378845, + 0.963229238986969, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9621732234954834, + 0.9823830127716064, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9782984256744385, + 0.9939018487930298, + 0.9542059302330017, + 1.0, + 0.9894288182258606, + 1.0, + 0.9576876163482666, + 0.9674450159072876, + 0.9998999238014221, + 1.0, + 0.9553738832473755, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9865310192108154, + 1.0, + 0.985997200012207, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997439980506897, + 0.9643192291259766, + 1.0, + 0.9450960159301758, + 1.0, + 1.0, + 0.9771019220352173, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966524839401245, + 0.971869945526123, + 0.9840158820152283, + 1.0, + 1.0, + 0.9592883586883545, + 1.0, + 0.9802626371383667, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.965938150882721, + 1.0, + 1.0, + 1.0, + 0.9997690320014954, + 0.9867539405822754, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966418147087097, + 1.0, + 0.9994611144065857, + 1.0, + 1.0, + 1.0, + 0.9761205315589905, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969029426574707, + 0.9897421002388, + 0.9978679418563843, + 0.9889607429504395, + 1.0, + 1.0, + 1.0, + 0.9764794111251831, + 0.9822453856468201, + 1.0, + 0.9831845164299011, + 1.0, + 1.0, + 0.9990957975387573, + 0.9880649447441101, + 1.0, + 0.9927921295166016, + 1.0, + 0.9867247343063354, + 0.9990267753601074, + 0.991690456867218, + 1.0, + 0.9808691143989563, + 0.9949347972869873, + 1.0, + 0.9814600348472595, + 0.9794620871543884, + 0.9850397109985352, + 1.0, + 0.9695613980293274, + 0.9964173436164856, + 1.0, + 0.9880931377410889, + 0.990384042263031, + 0.9861118793487549, + 1.0, + 1.0, + 1.0, + 0.960119366645813, + 0.9864929914474487, + 0.9823094606399536, + 1.0, + 1.0, + 1.0, + 0.9879496693611145, + 0.9991075396537781, + 0.986243486404419, + 0.9966789484024048, + 0.9561371207237244, + 1.0, + 0.9540541768074036, + 1.0, + 0.951810359954834, + 0.9893624186515808, + 0.9593058228492737, + 1.0, + 0.9920426607131958, + 1.0, + 0.9952569603919983, + 1.0, + 0.9920435547828674, + 0.9864217638969421, + 1.0, + 0.9972488880157471, + 0.9843671917915344, + 1.0, + 1.0, + 0.9910086393356323, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99684739112854, + 1.0, + 0.9840775728225708, + 1.0, + 1.0, + 1.0, + 0.987213134765625, + 1.0, + 1.0, + 1.0, + 0.9883155822753906, + 0.9635705351829529, + 1.0, + 0.9841481447219849, + 0.978543221950531, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984822869300842, + 1.0, + 0.9968165159225464, + 1.0, + 0.9922597408294678, + 0.9866353869438171, + 1.0, + 1.0, + 0.9912727475166321, + 1.0, + 1.0, + 1.0, + 0.9578870534896851, + 0.9753864407539368, + 1.0, + 0.9686516523361206, + 1.0, + 1.0, + 1.0, + 0.9952373504638672, + 1.0, + 0.9981127977371216, + 1.0, + 1.0, + 1.0, + 0.9937614798545837, + 1.0, + 1.0, + 0.9963383078575134, + 1.0, + 0.9799409508705139, + 1.0, + 1.0, + 1.0, + 0.9980274438858032, + 0.9529697895050049, + 0.9973941445350647, + 1.0, + 1.0, + 0.9873980283737183, + 1.0, + 1.0, + 1.0, + 0.9780777096748352, + 1.0, + 1.0, + 0.9857492446899414, + 0.9884450435638428, + 1.0, + 1.0, + 0.9747825264930725, + 1.0, + 1.0, + 0.9935187101364136, + 0.9742466807365417, + 1.0, + 1.0, + 0.9970784187316895, + 1.0, + 1.0, + 1.0, + 0.9870427250862122, + 0.973003089427948, + 1.0, + 0.9926908016204834, + 1.0, + 1.0, + 0.9840648770332336, + 0.9856320023536682, + 1.0, + 0.9844445586204529, + 0.9765293598175049, + 1.0, + 1.0, + 1.0, + 0.9929696321487427, + 1.0, + 0.9820653796195984, + 0.9965039491653442, + 0.9992613792419434, + 1.0, + 1.0, + 0.993765115737915, + 0.9801245331764221, + 0.9928979277610779, + 0.992094099521637, + 0.9933592677116394, + 0.9966573715209961, + 1.0, + 1.0, + 1.0, + 0.9758473634719849, + 0.9623119235038757, + 0.9659993648529053, + 0.9866875410079956, + 0.998160183429718, + 1.0, + 1.0, + 0.9964017868041992, + 1.0, + 1.0, + 1.0, + 0.9947205781936646, + 1.0, + 1.0, + 1.0, + 0.9809331297874451, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9882037043571472, + 1.0, + 1.0, + 1.0, + 0.9819350242614746, + 1.0, + 0.9946722388267517, + 0.9921155571937561, + 1.0, + 1.0, + 1.0, + 0.9932161569595337, + 1.0, + 1.0, + 0.9951149821281433, + 1.0, + 0.9769574403762817, + 0.9773443937301636, + 1.0, + 1.0, + 0.9938315749168396, + 0.9846820831298828, + 0.9911511540412903, + 0.9843864440917969, + 1.0, + 0.9940090775489807, + 0.9588221311569214, + 0.9899594783782959, + 1.0, + 0.980114758014679, + 1.0, + 0.9850687980651855, + 0.9985981583595276, + 1.0, + 0.9897155165672302, + 1.0, + 0.9571678638458252, + 0.9634703397750854, + 0.9957820177078247, + 0.9772023558616638, + 0.9801285862922668, + 0.9902604222297668, + 1.0, + 1.0, + 0.950920820236206, + 0.9941744804382324, + 1.0, + 0.9733041524887085, + 1.0, + 0.9754876494407654, + 1.0, + 1.0, + 0.9959160685539246, + 1.0, + 1.0, + 0.9859114289283752, + 1.0, + 1.0, + 1.0, + 0.9843198657035828, + 0.9842516183853149, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.960792601108551, + 0.9948551058769226, + 0.9517768621444702, + 0.9854642152786255, + 1.0, + 0.9994817972183228, + 0.9822782874107361, + 0.9859412312507629, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963680505752563, + 0.9967649579048157, + 0.9918174743652344, + 1.0, + 0.9792954921722412, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939823746681213, + 0.9878053665161133, + 1.0, + 0.9974093437194824, + 1.0, + 1.0, + 0.9888203740119934, + 0.9895170331001282, + 0.985772430896759, + 0.9814814925193787, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990183413028717, + 1.0, + 1.0, + 0.999668538570404, + 0.9782428741455078, + 1.0, + 1.0, + 0.9770396947860718, + 1.0, + 1.0, + 1.0, + 0.9887791872024536, + 1.0, + 0.9820382595062256, + 0.9942743182182312, + 0.9863632321357727, + 1.0, + 1.0, + 1.0, + 0.9896254539489746, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9848694205284119, + 0.9911776781082153, + 0.9940917491912842, + 1.0, + 0.9908682703971863, + 0.9860600233078003, + 1.0, + 0.9986329674720764, + 1.0, + 0.9793323874473572, + 0.9940436482429504, + 1.0, + 1.0, + 1.0, + 0.9978131651878357, + 0.9883614778518677, + 0.9855482578277588, + 0.9967414140701294, + 1.0, + 1.0, + 0.9967778921127319, + 1.0, + 0.9800970554351807, + 1.0, + 1.0, + 1.0, + 0.9977251887321472, + 1.0, + 0.9992935657501221, + 1.0, + 0.9825502038002014, + 1.0, + 0.9978616833686829, + 0.9847744703292847, + 0.9923267364501953, + 0.9819573163986206, + 1.0, + 0.9945234656333923, + 0.988831639289856, + 1.0, + 1.0, + 1.0, + 0.9951410293579102, + 0.992695152759552, + 0.9956235289573669, + 0.9972381591796875, + 1.0, + 0.9931790828704834, + 1.0, + 1.0, + 1.0, + 0.9816029071807861, + 1.0, + 1.0, + 0.9931955337524414, + 0.9890891313552856, + 0.9865132570266724, + 1.0, + 1.0, + 0.9980484247207642, + 0.9996378421783447, + 0.9979352951049805, + 1.0, + 1.0, + 1.0, + 0.981461226940155, + 1.0, + 1.0, + 1.0, + 0.9874812364578247, + 1.0, + 1.0, + 0.9894936084747314, + 0.9952688813209534, + 1.0, + 1.0, + 0.9977507591247559, + 1.0, + 0.9997888207435608, + 1.0, + 0.9849668741226196, + 1.0, + 0.9870275259017944, + 0.9941859841346741, + 1.0, + 1.0, + 0.9957436919212341, + 0.9996921420097351, + 0.9900459051132202, + 1.0, + 0.9964246153831482, + 1.0, + 1.0, + 0.9987565279006958, + 1.0, + 0.9927904009819031, + 1.0, + 0.9993051886558533, + 1.0, + 0.9923993945121765, + 1.0, + 0.9840112924575806, + 1.0, + 0.9884580373764038, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975166916847229, + 1.0, + 0.997484028339386, + 0.9938881993293762, + 0.9895233511924744, + 1.0, + 1.0, + 0.9989579916000366, + 1.0, + 0.998502254486084, + 0.9798800349235535, + 0.9932443499565125, + 0.9860951900482178, + 1.0, + 0.9914801716804504, + 0.986467719078064, + 0.9836757779121399, + 1.0, + 0.9949552416801453, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9796698093414307, + 1.0, + 0.9955861568450928, + 0.9990666508674622, + 1.0, + 0.9758255481719971, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965966939926147, + 0.9976617693901062, + 1.0, + 0.9857940673828125, + 0.9983547925949097, + 1.0, + 0.986120343208313, + 1.0, + 1.0, + 1.0, + 0.9832541942596436, + 0.9888523817062378, + 1.0, + 1.0, + 0.9924731850624084, + 0.9893205165863037, + 0.997622013092041, + 0.992315948009491, + 1.0, + 0.9908585548400879, + 1.0, + 1.0, + 0.9716969132423401, + 0.9977594017982483, + 1.0 + ] + ], + "consistencies": [ + -4.014808654785156, + -2.726619005203247, + -0.0983736515045166, + 0.7095348834991455, + 0.4516076445579529, + 0.42069506645202637, + 0.7275530099868774, + 0.5381197333335876, + 0.7676227688789368, + 0.6731293201446533, + 0.49260807037353516, + 0.10133606195449829, + -0.025804758071899414, + -0.29400575160980225, + -0.5523582696914673, + -0.47218239307403564, + -0.5146883726119995, + -0.607138991355896, + -0.6382254362106323, + -0.696410059928894, + -0.7380602359771729, + -0.9170528650283813, + -0.9618700742721558, + -0.9971736669540405, + -1.08608078956604, + -1.1444547176361084, + -1.089684009552002, + -0.9372304677963257, + -0.7612640857696533, + -0.7219275236129761, + -0.7129290103912354, + -0.6625301837921143, + -0.6844500303268433, + -0.6231117248535156, + -0.4692366123199463, + -0.3841336965560913, + -0.3449965715408325, + -0.29285597801208496, + -0.2313786745071411, + -0.22388100624084473, + -0.2302008867263794, + -0.23533713817596436, + -0.2008986473083496, + -0.050148963928222656, + 0.06879085302352905, + 0.1475244164466858, + 0.17356890439987183, + 0.17765915393829346, + 0.1590726375579834, + 0.14354389905929565, + 0.15364587306976318, + 0.1433505415916443, + 0.2076812982559204, + 0.27320683002471924, + 0.2709101438522339, + 0.29392170906066895, + 0.323850154876709, + 0.3424118757247925, + 0.3342973589897156, + 0.34272658824920654, + 0.28455954790115356, + 0.3360077142715454, + 0.37992554903030396, + 0.3857539892196655, + 0.40366822481155396, + 0.3925585150718689, + 0.4152921438217163, + 0.4289957284927368, + 0.4842286705970764, + 0.4533187747001648, + 0.4526628255844116, + 0.46605902910232544, + 0.4489779472351074, + 0.4042971730232239, + 0.4184265732765198, + 0.3985150456428528, + 0.38293588161468506, + 0.4208407998085022, + 0.42899978160858154, + 0.4338984489440918, + 0.42324578762054443, + 0.3998405933380127, + 0.4099924564361572, + 0.41431939601898193, + 0.3874630331993103, + 0.38551443815231323, + 0.45299792289733887, + 0.483328640460968, + 0.4683171510696411, + 0.48308950662612915, + 0.46760010719299316, + 0.4559449553489685, + 0.37442487478256226, + 0.33800679445266724, + 0.37102967500686646, + 0.3300536870956421, + 0.3563244938850403, + 0.3949785828590393, + 0.3887072801589966, + 0.41201162338256836, + 0.41096460819244385, + 0.4502217173576355, + 0.45783042907714844, + 0.491305410861969, + 0.5528579354286194, + 0.5383524894714355, + 0.56644606590271, + 0.619164228439331, + 0.6247481107711792, + 0.6252434253692627, + 0.6287544965744019, + 0.5848693251609802, + 0.590575098991394, + 0.508603572845459, + 0.45130354166030884, + 0.42291259765625, + 0.3992655873298645, + 0.41276150941848755, + 0.46965092420578003, + 0.43759673833847046, + 0.47763878107070923, + 0.5098117589950562, + 0.571447491645813, + 0.6184372305870056, + 0.6395717859268188, + 0.627001941204071, + 0.6694963574409485, + 0.6236776113510132, + 0.6027957797050476, + 0.5433398485183716, + 0.5098757147789001, + 0.4460042715072632, + 0.3982445001602173, + 0.3859434127807617, + 0.35985755920410156, + 0.3604283928871155, + 0.3373640179634094, + 0.27429497241973877, + 0.2690889835357666, + 0.2607917785644531, + 0.2927514314651489, + 0.2546112537384033, + 0.28759175539016724, + 0.3701309561729431, + 0.3926244378089905, + 0.4146217107772827, + 0.41101759672164917, + 0.48107999563217163, + 0.44780170917510986, + 0.48732078075408936, + 0.4659433960914612, + 0.41081148386001587, + 0.38757383823394775, + 0.4006911516189575, + 0.39669567346572876, + 0.41511106491088867, + 0.40185707807540894, + 0.36864805221557617, + 0.40322744846343994, + 0.4180281162261963, + 0.3795093894004822, + 0.42091310024261475, + 0.44013750553131104, + 0.4131234288215637, + 0.4263341426849365, + 0.44677436351776123, + 0.45627927780151367, + 0.49406182765960693, + 0.527327299118042, + 0.5505892038345337, + 0.5565894842147827, + 0.5415750741958618, + 0.5388011336326599, + 0.5600645542144775, + 0.582947850227356, + 0.5335125923156738, + 0.5665466785430908, + 0.5557509660720825, + 0.5355428457260132, + 0.5138320922851562, + 0.5153217315673828, + 0.5273220539093018, + 0.5120232105255127, + 0.5309432744979858, + 0.5430313348770142, + 0.5698732137680054, + 0.5611398220062256, + 0.5459973216056824, + 0.5499261617660522, + 0.5045583248138428, + 0.4525177478790283, + 0.46345531940460205, + 0.4967734217643738, + 0.5243608951568604, + 0.5237082242965698, + 0.4991544485092163, + 0.46417683362960815, + 0.4793895483016968, + 0.5534813404083252, + 0.5752009153366089, + 0.5692191123962402, + 0.5235913395881653, + 0.5732773542404175, + 0.5375988483428955, + 0.5525696873664856, + 0.4930707812309265, + 0.5048128962516785, + 0.5119427442550659, + 0.49583226442337036, + 0.4582493305206299, + 0.434434711933136, + 0.389201819896698, + 0.4259108901023865, + 0.47410696744918823, + 0.47467976808547974, + 0.4623875617980957, + 0.4950563907623291, + 0.5716077089309692, + 0.5941815972328186, + 0.5767035484313965, + 0.5834050178527832, + 0.6185150742530823, + 0.7223759889602661, + 0.7196165919303894, + 0.7276595830917358, + 0.8115282654762268, + 0.8006466627120972, + 0.8424546718597412, + 0.8212771415710449, + 0.7782777547836304, + 0.7893902659416199, + 0.7947733402252197, + 0.7539762258529663, + 0.7466463446617126, + 0.7184722423553467, + 0.6573998332023621, + 0.6405543088912964, + 0.5626881718635559, + 0.5646811127662659, + 0.5870463848114014, + 0.5679097771644592, + 0.5786095261573792, + 0.5740182995796204, + 0.5803179740905762, + 0.5958831310272217, + 0.6309627890586853, + 0.6104193925857544, + 0.619254469871521, + 0.6089884042739868, + 0.6063058376312256, + 0.6367600560188293, + 0.6640323400497437, + 0.6887832283973694, + 0.6782782077789307, + 0.6522088050842285, + 0.6565350294113159, + 0.6524872779846191, + 0.643202543258667, + 0.6658498048782349, + 0.6552925109863281, + 0.6322987079620361, + 0.6662391424179077, + 0.6729604005813599, + 0.6519233584403992, + 0.6246933937072754, + 0.5954004526138306, + 0.6280145645141602, + 0.6417009830474854, + 0.6126681566238403, + 0.6084762811660767, + 0.6392363905906677, + 0.6493520736694336, + 0.6559634208679199, + 0.6410282850265503, + 0.6828023791313171, + 0.6822652816772461, + 0.70908522605896, + 0.6891440153121948, + 0.7231764793395996, + 0.707856297492981, + 0.6894418001174927, + 0.7018197774887085, + 0.6841590404510498, + 0.664526641368866, + 0.6512075662612915, + 0.6807769536972046, + 0.5883705615997314, + 0.5670574903488159, + 0.585729718208313, + 0.6150127649307251, + 0.6470353007316589, + 0.663275957107544, + 0.6761677265167236, + 0.6960285902023315, + 0.6527785658836365, + 0.642741322517395, + 0.6056399345397949, + 0.5887457132339478, + 0.6395343542098999, + 0.644970178604126, + 0.6671972870826721, + 0.6751803159713745, + 0.6554648876190186, + 0.6418710947036743, + 0.6441588401794434, + 0.6261919736862183, + 0.6101254224777222, + 0.6338905692100525, + 0.6542801260948181, + 0.7005561590194702, + 0.7340965270996094, + 0.7383990287780762, + 0.7717280387878418, + 0.7555251121520996, + 0.7192775011062622, + 0.7116403579711914, + 0.7170518636703491, + 0.7358313202857971, + 0.7316074371337891, + 0.758317768573761, + 0.7552281618118286, + 0.7368593215942383, + 0.7639363408088684, + 0.6934536695480347, + 0.7254723310470581, + 0.786338210105896, + 0.7902214527130127, + 0.8100936412811279, + 0.8591924905776978, + 0.8448218703269958, + 0.8418685793876648, + 0.8794714212417603, + 0.8928489685058594, + 0.8484176397323608, + 0.7713935375213623, + 0.7261869311332703, + 0.7571475505828857, + 0.7519806623458862, + 0.7195169925689697, + 0.7396672964096069, + 0.7734618186950684, + 0.772153913974762, + 0.7848334312438965, + 0.804961621761322, + 0.7288780808448792, + 0.7362489104270935, + 0.7566594481468201, + 0.7854471206665039, + 0.8279768228530884, + 0.7748100757598877, + 0.746178150177002, + 0.7440041899681091, + 0.7834984660148621, + 0.7622986435890198, + 0.7945510149002075, + 0.8288847208023071, + 0.8364179730415344, + 0.8231744766235352, + 0.8079174757003784, + 0.8080676794052124, + 0.8160094618797302, + 0.836370587348938, + 0.8669672608375549, + 0.9162574410438538, + 0.9173773527145386, + 0.9365330934524536, + 0.8903849720954895, + 0.8449413776397705, + 0.806143045425415, + 0.8463345766067505, + 0.8217710256576538, + 0.8311206102371216, + 0.8383158445358276, + 0.8483346104621887, + 0.8014859557151794, + 0.7192890644073486, + 0.6463434100151062, + 0.6273437738418579, + 0.634559154510498, + 0.6694929599761963, + 0.6580405235290527, + 0.6342219114303589, + 0.6819691061973572, + 0.68947833776474, + 0.6708502769470215, + 0.7255890369415283, + 0.7720344066619873, + 0.7971891760826111, + 0.8499999046325684, + 0.8954627513885498, + 0.8780992031097412, + 0.8055707216262817, + 0.8013319969177246, + 0.7827492952346802, + 0.7147691249847412, + 0.7344701290130615, + 0.7318812608718872, + 0.7582276463508606, + 0.7837648987770081, + 0.7602396607398987, + 0.7484035491943359, + 0.7405115962028503, + 0.6810272932052612, + 0.6661732196807861, + 0.7109881043434143, + 0.7267202138900757, + 0.8236529231071472, + 0.7947921752929688, + 0.7922885417938232, + 0.8135653734207153, + 0.7916815280914307, + 0.7809261083602905, + 0.7328046560287476, + 0.7756109237670898, + 0.714110791683197, + 0.7658584713935852, + 0.7585739493370056, + 0.7856519818305969, + 0.83894282579422, + 0.8198815584182739, + 0.8088307976722717, + 0.8198651671409607, + 0.8590871095657349, + 0.8675329685211182, + 0.849076509475708, + 0.8641827702522278, + 0.7904956340789795, + 0.7691272497177124, + 0.8267412781715393, + 0.8086180090904236, + 0.7706187963485718, + 0.75306236743927, + 0.7323696613311768, + 0.6704152822494507, + 0.6336984634399414, + 0.6122100353240967, + 0.6430586576461792, + 0.575446367263794, + 0.5541807413101196, + 0.5978477001190186, + 0.5544521808624268, + 0.5172720551490784, + 0.4919375777244568, + 0.5023565292358398, + 0.47358471155166626, + 0.5320501923561096, + 0.5735706686973572, + 0.5614875555038452, + 0.5618958473205566, + 0.602180540561676, + 0.6176674962043762, + 0.6344373226165771, + 0.633346438407898, + 0.6668496131896973, + 0.6673798561096191, + 0.6863718032836914, + 0.7024828195571899, + 0.6984680891036987, + 0.7117936015129089, + 0.6641150116920471, + 0.6456857919692993, + 0.6286138296127319, + 0.6042366027832031, + 0.6121599674224854, + 0.6431010961532593, + 0.6777738332748413, + 0.6314500570297241, + 0.6405661702156067, + 0.7023293375968933, + 0.7245707511901855, + 0.7762974500656128, + 0.805147111415863, + 0.7682003974914551, + 0.7452746629714966, + 0.7659302353858948, + 0.7761124968528748, + 0.7846735119819641, + 0.7803182005882263, + 0.7675030827522278, + 0.7902669906616211, + 0.736312747001648, + 0.7233747839927673, + 0.7529566884040833, + 0.7717636823654175, + 0.7241096496582031, + 0.7081959247589111, + 0.7018829584121704, + 0.6682181358337402, + 0.6557877659797668, + 0.6926827430725098, + 0.6450802087783813, + 0.6511739492416382, + 0.6818087100982666, + 0.7285963296890259, + 0.7056375741958618, + 0.7502630949020386, + 0.7654229402542114, + 0.7132444381713867, + 0.7683291435241699, + 0.7368482351303101, + 0.7089818120002747, + 0.75430828332901, + 0.7575250864028931, + 0.7997763156890869, + 0.8056616187095642, + 0.785383403301239, + 0.8041105270385742, + 0.7485316395759583, + 0.748071551322937, + 0.7040081024169922, + 0.6721909642219543, + 0.6268951892852783, + 0.610325813293457, + 0.6003942489624023, + 0.6158261299133301, + 0.6226754784584045, + 0.5906104445457458, + 0.558505654335022, + 0.5890836119651794, + 0.5974958539009094, + 0.6217353343963623, + 0.6428613662719727, + 0.672421932220459, + 0.6592344045639038, + 0.6792142391204834, + 0.7039715647697449, + 0.760101854801178, + 0.7875414490699768, + 0.7943833470344543, + 0.7692165374755859, + 0.7488651275634766, + 0.7474102973937988, + 0.7627158761024475, + 0.7633493542671204, + 0.8102789521217346, + 0.8184322714805603, + 0.8884207606315613, + 0.9154133796691895, + 0.985607385635376, + 0.955377995967865, + 0.9479275941848755, + 0.9502238631248474, + 0.9038951992988586, + 0.911052405834198, + 0.8731551170349121, + 0.8775668144226074, + 0.8256184458732605, + 0.801764965057373, + 0.7990367412567139, + 0.7914302945137024, + 0.8133120536804199, + 0.812428891658783, + 0.7867479920387268, + 0.78907710313797, + 0.8399704098701477, + 0.8417554497718811, + 0.8807928562164307, + 0.8744004964828491, + 0.8970714807510376, + 0.8592714071273804, + 0.8541876077651978, + 0.8204869627952576, + 0.8071140050888062, + 0.873904824256897, + 0.8906185030937195, + 0.8466282486915588, + 0.8495274186134338, + 0.8550947904586792, + 0.8845623731613159, + 0.9072814583778381, + 0.923844575881958, + 0.8654954433441162, + 0.8662651181221008, + 0.8578172326087952, + 0.8534857034683228, + 0.8411060571670532, + 0.8644026517868042, + 0.8808873891830444, + 0.8812625408172607, + 0.8294245004653931, + 0.8569607138633728, + 0.8524753451347351, + 0.8355941772460938, + 0.8379117250442505, + 0.8408547043800354, + 0.8374643325805664, + 0.8211084604263306, + 0.8337591290473938, + 0.8453589677810669, + 0.8419756293296814, + 0.8138619661331177, + 0.804583728313446, + 0.7817631959915161, + 0.7874593138694763, + 0.769180417060852, + 0.7129086852073669, + 0.7047535181045532, + 0.7268734574317932, + 0.7101755142211914, + 0.6708993315696716, + 0.7106966972351074, + 0.6940513849258423, + 0.7155430316925049, + 0.6489005088806152, + 0.6497902870178223, + 0.6680760979652405, + 0.6474344730377197, + 0.6720905303955078, + 0.649240255355835, + 0.6964154243469238, + 0.6822388172149658, + 0.6815003156661987, + 0.6541036367416382, + 0.6606285572052002, + 0.6354658603668213, + 0.639754056930542, + 0.6601012349128723, + 0.6836095452308655, + 0.7359906435012817, + 0.7900961637496948, + 0.8547756671905518, + 0.8691611289978027, + 0.8583981394767761, + 0.8304840326309204, + 0.8545776605606079, + 0.8227441310882568, + 0.8392485976219177, + 0.8168154358863831, + 0.8289439678192139, + 0.8427501320838928, + 0.8226627111434937, + 0.7619561553001404, + 0.7605886459350586, + 0.8217861652374268, + 0.7949373722076416, + 0.825422465801239, + 0.8076685667037964, + 0.8031589984893799, + 0.8125405311584473, + 0.8057932257652283, + 0.8070777058601379, + 0.825925350189209, + 0.7713148593902588, + 0.7887802124023438, + 0.7840828895568848, + 0.7949094772338867, + 0.7932184934616089, + 0.8535363674163818, + 0.8671773672103882, + 0.8309335708618164, + 0.8519502282142639, + 0.8473947048187256, + 0.8839346766471863, + 0.8932374119758606, + 0.833206295967102, + 0.8403691053390503, + 0.870551586151123, + 0.8133756518363953, + 0.7981678247451782, + 0.7689268589019775, + 0.7822880744934082, + 0.7454590797424316, + 0.7228972911834717, + 0.7109462022781372, + 0.7352094054222107, + 0.7459489703178406, + 0.7336949110031128, + 0.7312089204788208, + 0.7365580201148987, + 0.7398531436920166, + 0.7597609162330627, + 0.7796300649642944, + 0.8212460279464722, + 0.7897995710372925, + 0.7876947522163391, + 0.8156883716583252, + 0.8505497574806213, + 0.8292348980903625, + 0.86909019947052, + 0.8667759299278259, + 0.8432900309562683, + 0.8376523852348328, + 0.8410061597824097, + 0.859663724899292, + 0.8315359354019165, + 0.8345382213592529, + 0.787623405456543, + 0.7587812542915344, + 0.7438384294509888, + 0.7425085306167603, + 0.750403881072998, + 0.7617514133453369, + 0.7720345854759216, + 0.7924314141273499, + 0.7546821236610413, + 0.7426167726516724, + 0.7072960138320923, + 0.741651177406311, + 0.7531070709228516, + 0.7851983904838562, + 0.7652667760848999, + 0.8062220811843872, + 0.8121041655540466, + 0.8404310345649719, + 0.8423292636871338, + 0.8278086185455322, + 0.7703450918197632, + 0.7702043056488037, + 0.7441760301589966, + 0.7505975365638733, + 0.7640379667282104, + 0.7684415578842163, + 0.7496621608734131, + 0.766681432723999, + 0.7976691722869873, + 0.7477059364318848, + 0.730876088142395, + 0.7265938520431519, + 0.7432063817977905, + 0.7131586074829102, + 0.7493991851806641, + 0.7328884601593018, + 0.7503794431686401, + 0.7961432933807373, + 0.7891584634780884, + 0.7833940386772156, + 0.7761273384094238, + 0.7853012681007385, + 0.7844425439834595, + 0.8018855452537537, + 0.7877776026725769, + 0.7991741299629211, + 0.7719255685806274, + 0.8054096102714539, + 0.8544599413871765, + 0.8821558952331543, + 0.8875161409378052, + 0.935096263885498, + 0.9532630443572998, + 0.898612380027771, + 0.8508481979370117, + 0.8499476909637451, + 0.8634365797042847, + 0.866065263748169, + 0.914038896560669, + 0.9157331585884094, + 0.8903437852859497, + 0.9102368354797363, + 0.9116978645324707, + 0.9314866065979004, + 0.9420417547225952, + 0.9377877116203308, + 0.9153053164482117, + 0.9001098871231079, + 0.8874367475509644, + 0.9014704823493958, + 0.9200858473777771, + 0.9034892320632935, + 0.8782320618629456, + 0.8775500655174255, + 0.8481757044792175, + 0.8460994958877563, + 0.8222569227218628, + 0.7747729420661926, + 0.7813758850097656, + 0.8223393559455872, + 0.8412402868270874, + 0.9129038453102112, + 0.9534009099006653, + 0.9169296026229858, + 0.9316208958625793, + 0.9497283697128296, + 0.9604805707931519, + 0.9830319881439209, + 0.9857348203659058, + 0.9799235463142395, + 0.9737961292266846, + 0.9744734764099121, + 0.9757297039031982, + 0.9668686985969543, + 0.9815759658813477, + 0.9637609720230103, + 0.9807778596878052, + 0.9351631999015808, + 0.8501116037368774, + 0.8127796053886414, + 0.7973241209983826, + 0.7752411365509033, + 0.7686138153076172, + 0.7981962561607361, + 0.7892210483551025, + 0.7902590036392212, + 0.7824217081069946, + 0.8160046339035034, + 0.8482545018196106, + 0.8341003656387329, + 0.855884313583374, + 0.8840978741645813, + 0.8922078609466553, + 0.9237064123153687, + 0.8838942646980286, + 0.8753241896629333, + 0.9063490033149719, + 0.920218288898468, + 0.9212085604667664, + 0.9166728854179382, + 0.9293182492256165, + 0.9418128132820129, + 0.9212253093719482, + 0.9533752202987671, + 0.9504295587539673, + 0.9843811392784119, + 0.936882495880127, + 0.9413160085678101, + 0.9170657396316528, + 0.9126753211021423, + 0.8895747661590576, + 0.9210350513458252, + 0.9261614084243774, + 0.9273436069488525, + 0.9144324064254761, + 0.9054663181304932, + 0.8966798782348633, + 0.9134982824325562, + 0.9032758474349976, + 0.880089521408081, + 0.8402200937271118, + 0.8229187726974487, + 0.8205015063285828, + 0.8407801389694214, + 0.8723697066307068, + 0.8500277996063232, + 0.8832311630249023, + 0.8958399295806885, + 0.8854930996894836, + 0.8618276715278625, + 0.8394898176193237, + 0.8566365838050842, + 0.8524803519248962, + 0.8192113637924194, + 0.7969025373458862, + 0.7632250785827637, + 0.7767130136489868, + 0.7791091203689575, + 0.7925839424133301, + 0.7894212007522583, + 0.7702705264091492, + 0.7759312391281128, + 0.7969622611999512, + 0.7759581208229065, + 0.8225768804550171, + 0.8178964853286743, + 0.8314089775085449, + 0.8022926449775696, + 0.8309266567230225, + 0.8543322682380676, + 0.8797172904014587, + 0.8700060248374939, + 0.862198531627655, + 0.8496645092964172, + 0.8413200378417969, + 0.838412344455719, + 0.818432092666626, + 0.8307220935821533, + 0.8293514847755432, + 0.8377877473831177, + 0.8578610420227051, + 0.8594452142715454, + 0.8290805220603943, + 0.8424891233444214, + 0.8548134565353394, + 0.8761175870895386, + 0.889528751373291, + 0.8796015977859497, + 0.9010509252548218, + 0.9355971217155457, + 0.9539734125137329, + 0.951195240020752, + 0.9302991032600403, + 0.98736172914505, + 0.9679533243179321, + 0.9343216419219971, + 0.938284158706665, + 0.9426389336585999, + 0.9485393166542053, + 0.9087501168251038, + 0.8587018847465515, + 0.8750349283218384, + 0.8698943853378296, + 0.8715924024581909, + 0.8553929328918457, + 0.8606390953063965, + 0.8702038526535034, + 0.8976002931594849, + 0.8894875645637512, + 0.8826630115509033, + 0.8988329768180847, + 0.8935785889625549, + 0.8653519153594971, + 0.8620561957359314, + 0.90528404712677, + 0.8877215385437012, + 0.8786312937736511, + 0.8459638357162476, + 0.8465696573257446, + 0.8102872967720032, + 0.8124266862869263, + 0.8093153238296509, + 0.812487781047821, + 0.8463016152381897, + 0.8473070859909058, + 0.8413661122322083, + 0.8173296451568604, + 0.8212382793426514, + 0.8586350083351135, + 0.8585091829299927, + 0.8777636885643005, + 0.8735884428024292, + 0.8540400266647339, + 0.8617697954177856, + 0.8234571218490601, + 0.816986083984375, + 0.8183648586273193, + 0.8416506052017212, + 0.8246551156044006, + 0.8409620523452759, + 0.8500722050666809, + 0.8443551063537598, + 0.8448906540870667, + 0.8604671359062195, + 0.8534190654754639, + 0.8595395088195801, + 0.8509871363639832, + 0.855728030204773, + 0.8547996878623962, + 0.8284493684768677, + 0.8445361852645874, + 0.8382664918899536, + 0.8502468466758728, + 0.8813489675521851, + 0.9022650718688965, + 0.9089808464050293, + 0.8769581317901611, + 0.8680069446563721, + 0.8389397859573364, + 0.8373842239379883, + 0.8788395524024963, + 0.8910285234451294, + 0.8954924941062927, + 0.88316410779953, + 0.9063374996185303, + 0.9300639033317566, + 0.9301139116287231, + 0.9373285174369812, + 0.9701727628707886, + 0.9684168100357056, + 0.9466933608055115, + 0.9451904892921448, + 0.8988097906112671, + 0.889685869216919, + 0.8825809955596924, + 0.8889943957328796, + 0.8912409543991089, + 0.878463864326477, + 0.9132024049758911, + 0.8882976174354553, + 0.8610661029815674, + 0.8440759181976318, + 0.8587791323661804, + 0.853562593460083, + 0.8759160041809082, + 0.881132960319519, + 0.8567901253700256, + 0.874732255935669, + 0.8729860186576843, + 0.8606630563735962, + 0.8392279148101807, + 0.8578404188156128, + 0.8756194710731506, + 0.8849222660064697, + 0.8742294907569885, + 0.8948644399642944, + 0.904327392578125, + 0.883560061454773, + 0.884610652923584, + 0.8896494507789612, + 0.8948902487754822, + 0.8774824738502502, + 0.8818085789680481, + 0.8968510627746582, + 0.8976345062255859, + 0.8979565501213074, + 0.8655428290367126, + 0.8735666871070862, + 0.911986768245697, + 0.9058733582496643, + 0.9193838238716125, + 0.9099528789520264, + 0.9139649868011475, + 0.9134542942047119 + ], + "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_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_trial_metrics_scalar.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..1a6f406c1a7641fa230d5be6c2a9f462bf5ac769 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 292.2991943359375, + "strength": 139.9768829345703, + "max_strength": 323.3033447265625, + "final_strength": 313.9966735839844, + "sample_efficiency": 1.8101161458616843e-07, + "training_efficiency": 1.1591887414397206e-05, + "stability": 0.9934218525886536, + "consistency": 0.8058266043663025 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0.log b/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..0b6ecb1a2e0fe449be4d3b40f6a3930dbf4ab50b --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0.log @@ -0,0 +1,5 @@ +2026-01-08 14:23:37 | INFO | PID:1279 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:292.30 | strength:140 | max_strength:323.3 | final_strength:314 | sample_efficiency:1.81e-07 | training_efficiency:1.159e-05 | stability:0.9934 | consistency:0.8058 +2026-01-08 14:23:37 | INFO | PID:1279 | slm_lab.lib.logger:info | Trial 0 done +2026-01-08 14:23:37 | INFO | PID:1279 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam85_breakout_2026_01_08_130153 +2026-01-08 14:23:37 | INFO | PID:1279 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.0 MB +2026-01-08 14:23:37 | INFO | PID:1279 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam85_breakout_2026_01_08_130153 to SLM-Lab/benchmark-dev/data/ppo_atari_lam85_breakout_2026_01_08_130153... diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s0.log b/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..d14444389474b2ebb50059783a34dc1102cca923 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s0.log @@ -0,0 +1,722 @@ +2026-01-08 13:01:56 | INFO | PID:1330 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:02:20 | INFO | PID:1330 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3080 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-08 13:02:20 | INFO | PID:1330 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.85 + 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: 0.85 +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=4, 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=4, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-08 13:02:26 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:1.06 total_reward_ma:1.06 loss:-0.009684 fps:357.1 +frame:1.00e+04 wall_t:28 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.377 +2026-01-08 13:02:32 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:1.19 total_reward_ma:1.13 loss:-0.01389 fps:588.2 +frame:2.00e+04 wall_t:34 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.384 +2026-01-08 13:02:37 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:1.15 total_reward_ma:1.13 loss:-0.01383 fps:750 +frame:3.00e+04 wall_t:40 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.372 +2026-01-08 13:02:44 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:1.42 total_reward_ma:1.21 loss:-0.01645 fps:869.6 +frame:4.00e+04 wall_t:46 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.359 +2026-01-08 13:02:50 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:1.71 total_reward_ma:1.31 loss:-0.01883 fps:961.5 +frame:5.00e+04 wall_t:52 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.324 +2026-01-08 13:02:56 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:1.69 total_reward_ma:1.37 loss:-0.01672 fps:1034 +frame:6.00e+04 wall_t:58 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.309 +2026-01-08 13:03:01 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:1.84 total_reward_ma:1.44 loss:-0.01753 fps:1094 +frame:7.00e+04 wall_t:64 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.31 +2026-01-08 13:03:07 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:2.32 total_reward_ma:1.55 loss:-0.01586 fps:1159 +frame:8.00e+04 wall_t:69 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.254 +2026-01-08 13:03:12 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:2.88 total_reward_ma:1.70 loss:-0.01334 fps:1216 +frame:9.00e+04 wall_t:74 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.232 +2026-01-08 13:03:18 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:2.91 total_reward_ma:1.82 loss:-0.0151 fps:1250 +frame:1.00e+05 wall_t:80 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.24 +2026-01-08 13:03:25 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:2.96 total_reward_ma:1.92 loss:-0.01645 fps:1264 +frame:1.10e+05 wall_t:87 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.215 +2026-01-08 13:03:31 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:3.44 total_reward_ma:2.05 loss:-0.01624 fps:1290 +frame:1.20e+05 wall_t:93 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.186 +2026-01-08 13:03:37 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:3.48 total_reward_ma:2.16 loss:-0.0158 fps:1313 +frame:1.30e+05 wall_t:99 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.136 +2026-01-08 13:03:43 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:3.84 total_reward_ma:2.28 loss:-0.01595 fps:1333 +frame:1.40e+05 wall_t:105 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.121 +2026-01-08 13:03:48 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:4.18 total_reward_ma:2.40 loss:-0.01588 fps:1364 +frame:1.50e+05 wall_t:110 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.112 +2026-01-08 13:03:54 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:4.49 total_reward_ma:2.54 loss:-0.01401 fps:1379 +frame:1.60e+05 wall_t:116 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.073 +2026-01-08 13:04:00 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:4.98 total_reward_ma:2.68 loss:-0.01633 fps:1393 +frame:1.70e+05 wall_t:122 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.043 +2026-01-08 13:04:05 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:5.35 total_reward_ma:2.83 loss:-0.01627 fps:1417 +frame:1.80e+05 wall_t:127 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.07 +2026-01-08 13:04:10 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:5.07 total_reward_ma:2.95 loss:-0.01611 fps:1429 +frame:1.90e+05 wall_t:133 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.067 +2026-01-08 13:04:17 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:5.01 total_reward_ma:3.05 loss:-0.01717 fps:1439 +frame:2.00e+05 wall_t:139 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.087 +2026-01-08 13:04:22 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:4.97 total_reward_ma:3.14 loss:-0.01394 fps:1448 +frame:2.10e+05 wall_t:145 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.017 +2026-01-08 13:04:28 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:5.82 total_reward_ma:3.26 loss:-0.01513 fps:1467 +frame:2.20e+05 wall_t:150 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:0.991 +2026-01-08 13:04:34 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:6.13 total_reward_ma:3.39 loss:-0.01502 fps:1474 +frame:2.30e+05 wall_t:156 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:0.9512 +2026-01-08 13:04:40 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:6.83 total_reward_ma:3.53 loss:-0.01178 fps:1481 +frame:2.40e+05 wall_t:162 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:0.9514 +2026-01-08 13:04:47 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:7.38 total_reward_ma:3.68 loss:-0.01033 fps:1479 +frame:2.50e+05 wall_t:169 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:0.9876 +2026-01-08 13:04:52 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:7.25 total_reward_ma:3.82 loss:-0.01149 fps:1494 +frame:2.60e+05 wall_t:174 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:0.9635 +2026-01-08 13:04:58 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:7.69 total_reward_ma:3.96 loss:-0.0035 fps:1492 +frame:2.70e+05 wall_t:181 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:0.9348 +2026-01-08 13:05:05 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:7.78 total_reward_ma:4.10 loss:-0.01313 fps:1497 +frame:2.80e+05 wall_t:187 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:0.9266 +2026-01-08 13:05:11 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:7.90 total_reward_ma:4.23 loss:-0.009599 fps:1495 +frame:2.90e+05 wall_t:194 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:0.8666 +2026-01-08 13:05:17 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:8.43 total_reward_ma:4.37 loss:-0.01149 fps:1508 +frame:3.00e+05 wall_t:199 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:0.8436 +2026-01-08 13:05:23 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:8.56 total_reward_ma:4.51 loss:-0.01087 fps:1512 +frame:3.10e+05 wall_t:205 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:0.906 +2026-01-08 13:05:29 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:8.67 total_reward_ma:4.64 loss:-0.01159 fps:1517 +frame:3.20e+05 wall_t:211 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:0.8879 +2026-01-08 13:05:35 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:8.69 total_reward_ma:4.76 loss:-0.009696 fps:1521 +frame:3.30e+05 wall_t:217 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:0.8571 +2026-01-08 13:05:40 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:8.92 total_reward_ma:4.88 loss:-0.01197 fps:1532 +frame:3.40e+05 wall_t:222 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:0.8632 +2026-01-08 13:05:45 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:9.49 total_reward_ma:5.01 loss:-0.01236 fps:1542 +frame:3.50e+05 wall_t:227 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:0.8836 +2026-01-08 13:05:51 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:9.68 total_reward_ma:5.14 loss:-0.01226 fps:1545 +frame:3.60e+05 wall_t:233 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:0.8992 +2026-01-08 13:05:56 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:9.58 total_reward_ma:5.26 loss:-0.01056 fps:1555 +frame:3.70e+05 wall_t:238 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:0.9063 +2026-01-08 13:06:02 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:10.11 total_reward_ma:5.39 loss:-0.009683 fps:1557 +frame:3.80e+05 wall_t:244 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:0.856 +2026-01-08 13:06:08 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:10.36 total_reward_ma:5.52 loss:-0.008747 fps:1560 +frame:3.90e+05 wall_t:250 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:0.8127 +2026-01-08 13:06:13 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:10.81 total_reward_ma:5.65 loss:-0.01116 fps:1562 +frame:4.00e+05 wall_t:256 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:0.7849 +2026-01-08 13:06:19 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:10.87 total_reward_ma:5.78 loss:-0.01091 fps:1571 +frame:4.10e+05 wall_t:261 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:0.8333 +2026-01-08 13:06:25 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:11.11 total_reward_ma:5.90 loss:-0.009865 fps:1573 +frame:4.20e+05 wall_t:267 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:0.8929 +2026-01-08 13:06:30 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:11.03 total_reward_ma:6.02 loss:-0.01149 fps:1581 +frame:4.30e+05 wall_t:272 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:0.8117 +2026-01-08 13:06:36 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:11.11 total_reward_ma:6.14 loss:-0.009632 fps:1583 +frame:4.40e+05 wall_t:278 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:0.826 +2026-01-08 13:06:42 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:11.52 total_reward_ma:6.26 loss:-0.01111 fps:1585 +frame:4.50e+05 wall_t:284 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:0.8036 +2026-01-08 13:06:48 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:11.93 total_reward_ma:6.38 loss:-0.01149 fps:1586 +frame:4.60e+05 wall_t:290 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:0.8518 +2026-01-08 13:06:53 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:12.55 total_reward_ma:6.51 loss:-0.008408 fps:1593 +frame:4.70e+05 wall_t:295 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:0.8354 +2026-01-08 13:06:59 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:12.76 total_reward_ma:6.64 loss:-0.01058 fps:1595 +frame:4.80e+05 wall_t:301 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.8272 +2026-01-08 13:07:05 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:12.92 total_reward_ma:6.77 loss:-0.0138 fps:1596 +frame:4.90e+05 wall_t:307 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:0.8387 +2026-01-08 13:07:11 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:13.22 total_reward_ma:6.90 loss:-0.01053 fps:1597 +frame:5.00e+05 wall_t:313 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.8395 +2026-01-08 13:07:17 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:13.44 total_reward_ma:7.03 loss:-0.007552 fps:1599 +frame:5.10e+05 wall_t:319 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.8394 +2026-01-08 13:07:22 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:13.41 total_reward_ma:7.15 loss:-0.01135 fps:1605 +frame:5.20e+05 wall_t:324 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.8015 +2026-01-08 13:07:27 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:14.23 total_reward_ma:7.29 loss:-0.00794 fps:1611 +frame:5.30e+05 wall_t:329 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.8192 +2026-01-08 13:07:33 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:14.31 total_reward_ma:7.42 loss:-0.008997 fps:1612 +frame:5.40e+05 wall_t:335 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.7948 +2026-01-08 13:07:39 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:14.63 total_reward_ma:7.55 loss:-0.01068 fps:1613 +frame:5.50e+05 wall_t:341 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:0.7969 +2026-01-08 13:07:45 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:14.94 total_reward_ma:7.68 loss:-0.01085 fps:1614 +frame:5.60e+05 wall_t:347 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.7242 +2026-01-08 13:07:51 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:15.27 total_reward_ma:7.81 loss:-0.008767 fps:1615 +frame:5.70e+05 wall_t:353 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.7508 +2026-01-08 13:07:57 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.05 total_reward_ma:7.95 loss:-0.009015 fps:1616 +frame:5.80e+05 wall_t:359 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.7314 +2026-01-08 13:08:02 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:15.43 total_reward_ma:8.08 loss:-0.007984 fps:1616 +frame:5.90e+05 wall_t:365 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.7441 +2026-01-08 13:08:08 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.07 total_reward_ma:8.21 loss:-0.0116 fps:1622 +frame:6.00e+05 wall_t:370 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.7205 +2026-01-08 13:08:14 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.43 total_reward_ma:8.35 loss:-0.006354 fps:1622 +frame:6.10e+05 wall_t:376 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.7292 +2026-01-08 13:08:19 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.16 total_reward_ma:8.47 loss:-0.009788 fps:1623 +frame:6.20e+05 wall_t:382 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.7722 +2026-01-08 13:08:25 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.04 total_reward_ma:8.59 loss:-0.007125 fps:1628 +frame:6.30e+05 wall_t:387 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.7222 +2026-01-08 13:08:31 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.30 total_reward_ma:8.71 loss:-0.009887 fps:1628 +frame:6.40e+05 wall_t:393 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.6918 +2026-01-08 13:08:37 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.59 total_reward_ma:8.84 loss:-0.008799 fps:1625 +frame:6.50e+05 wall_t:400 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.6923 +2026-01-08 13:08:43 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.28 total_reward_ma:8.95 loss:-0.007306 fps:1626 +frame:6.60e+05 wall_t:406 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.7181 +2026-01-08 13:08:49 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.17 total_reward_ma:9.06 loss:-0.005201 fps:1630 +frame:6.70e+05 wall_t:411 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.6862 +2026-01-08 13:08:55 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.55 total_reward_ma:9.17 loss:-0.00772 fps:1631 +frame:6.80e+05 wall_t:417 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.6875 +2026-01-08 13:09:00 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.13 total_reward_ma:9.27 loss:-0.0063 fps:1635 +frame:6.90e+05 wall_t:422 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.6944 +2026-01-08 13:09:06 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.00 total_reward_ma:9.36 loss:-0.005534 fps:1636 +frame:7.00e+05 wall_t:428 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.6135 +2026-01-08 13:09:12 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:15.95 total_reward_ma:9.46 loss:-0.005611 fps:1636 +frame:7.10e+05 wall_t:434 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.6497 +2026-01-08 13:09:18 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:15.99 total_reward_ma:9.55 loss:-0.007806 fps:1633 +frame:7.20e+05 wall_t:441 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.6222 +2026-01-08 13:09:25 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.31 total_reward_ma:9.64 loss:-0.005098 fps:1633 +frame:7.30e+05 wall_t:447 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.6821 +2026-01-08 13:09:31 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.14 total_reward_ma:9.73 loss:-0.00645 fps:1634 +frame:7.40e+05 wall_t:453 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.6007 +2026-01-08 13:09:37 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.38 total_reward_ma:9.82 loss:-0.002213 fps:1630 +frame:7.50e+05 wall_t:460 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.624 +2026-01-08 13:09:44 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:16.97 total_reward_ma:9.91 loss:-0.006902 fps:1631 +frame:7.60e+05 wall_t:466 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.6561 +2026-01-08 13:09:49 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:17.11 total_reward_ma:10.00 loss:-0.009687 fps:1631 +frame:7.70e+05 wall_t:472 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.6238 +2026-01-08 13:09:56 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:17.69 total_reward_ma:10.10 loss:-0.008894 fps:1632 +frame:7.80e+05 wall_t:478 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.6807 +2026-01-08 13:10:03 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:17.56 total_reward_ma:10.20 loss:-0.009239 fps:1629 +frame:7.90e+05 wall_t:485 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.6949 +2026-01-08 13:10:09 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:18.00 total_reward_ma:10.29 loss:-0.007875 fps:1629 +frame:8.00e+05 wall_t:491 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.7036 +2026-01-08 13:10:15 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:18.33 total_reward_ma:10.39 loss:-0.008067 fps:1630 +frame:8.10e+05 wall_t:497 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.7296 +2026-01-08 13:10:22 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:18.34 total_reward_ma:10.49 loss:-0.01239 fps:1627 +frame:8.20e+05 wall_t:504 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.682 +2026-01-08 13:10:28 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:18.20 total_reward_ma:10.58 loss:-0.008876 fps:1624 +frame:8.30e+05 wall_t:511 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.6641 +2026-01-08 13:10:34 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:18.51 total_reward_ma:10.68 loss:-0.008501 fps:1625 +frame:8.40e+05 wall_t:517 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.6599 +2026-01-08 13:10:41 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:18.69 total_reward_ma:10.77 loss:-0.008854 fps:1625 +frame:8.50e+05 wall_t:523 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.6863 +2026-01-08 13:10:47 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:19.20 total_reward_ma:10.87 loss:-0.005635 fps:1626 +frame:8.60e+05 wall_t:529 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.6743 +2026-01-08 13:10:52 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:19.38 total_reward_ma:10.97 loss:-0.009887 fps:1626 +frame:8.70e+05 wall_t:535 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.6308 +2026-01-08 13:10:58 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:19.92 total_reward_ma:11.07 loss:-0.006775 fps:1630 +frame:8.80e+05 wall_t:540 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.7015 +2026-01-08 13:11:04 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:20.63 total_reward_ma:11.18 loss:-0.003619 fps:1630 +frame:8.90e+05 wall_t:546 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.6954 +2026-01-08 13:11:10 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:20.88 total_reward_ma:11.29 loss:-0.006334 fps:1630 +frame:9.00e+05 wall_t:552 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.6008 +2026-01-08 13:11:16 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:21.49 total_reward_ma:11.40 loss:-0.006655 fps:1631 +frame:9.10e+05 wall_t:558 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.6651 +2026-01-08 13:11:21 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:22.08 total_reward_ma:11.51 loss:-0.007193 fps:1631 +frame:9.20e+05 wall_t:564 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.7262 +2026-01-08 13:11:27 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:21.96 total_reward_ma:11.63 loss:-0.007531 fps:1634 +frame:9.30e+05 wall_t:569 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.6526 +2026-01-08 13:11:32 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:22.50 total_reward_ma:11.74 loss:-0.004459 fps:1635 +frame:9.40e+05 wall_t:575 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.6821 +2026-01-08 13:11:38 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:23.70 total_reward_ma:11.87 loss:-0.006882 fps:1638 +frame:9.50e+05 wall_t:580 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.6557 +2026-01-08 13:11:44 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:23.74 total_reward_ma:11.99 loss:-0.006655 fps:1638 +frame:9.60e+05 wall_t:586 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.644 +2026-01-08 13:11:49 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:24.35 total_reward_ma:12.12 loss:-0.004729 fps:1639 +frame:9.70e+05 wall_t:592 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.6425 +2026-01-08 13:11:55 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:24.64 total_reward_ma:12.25 loss:-0.002026 fps:1642 +frame:9.80e+05 wall_t:597 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.6314 +2026-01-08 13:12:01 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:24.42 total_reward_ma:12.37 loss:-0.003499 fps:1642 +frame:9.90e+05 wall_t:603 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.6051 +2026-01-08 13:12:07 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:24.77 total_reward_ma:12.49 loss:-0.005887 fps:1642 +frame:1.00e+06 wall_t:609 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.7147 +2026-01-08 13:12:13 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:25.36 total_reward_ma:12.74 loss:-0.006753 fps:1642 +frame:1.01e+06 wall_t:615 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.6261 +2026-01-08 13:12:19 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:25.34 total_reward_ma:12.98 loss:-0.001282 fps:1643 +frame:1.02e+06 wall_t:621 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.6437 +2026-01-08 13:12:24 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:23.96 total_reward_ma:13.21 loss:-0.005582 fps:1645 +frame:1.03e+06 wall_t:626 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.672 +2026-01-08 13:12:30 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:24.09 total_reward_ma:13.43 loss:0.001421 fps:1646 +frame:1.04e+06 wall_t:632 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.6461 +2026-01-08 13:12:36 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:23.89 total_reward_ma:13.65 loss:-0.005873 fps:1643 +frame:1.05e+06 wall_t:639 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.6386 +2026-01-08 13:12:43 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:24.13 total_reward_ma:13.88 loss:-0.008173 fps:1643 +frame:1.06e+06 wall_t:645 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.6754 +2026-01-08 13:12:49 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:24.23 total_reward_ma:14.10 loss:-0.00369 fps:1644 +frame:1.07e+06 wall_t:651 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.6867 +2026-01-08 13:12:55 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:25.07 total_reward_ma:14.33 loss:-0.003592 fps:1644 +frame:1.08e+06 wall_t:657 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.6565 +2026-01-08 13:13:01 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:25.18 total_reward_ma:14.55 loss:-0.004682 fps:1642 +frame:1.09e+06 wall_t:664 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.6442 +2026-01-08 13:13:07 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:25.84 total_reward_ma:14.78 loss:-0.004601 fps:1644 +frame:1.10e+06 wall_t:669 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.6378 +2026-01-08 13:13:12 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:26.30 total_reward_ma:15.02 loss:-0.005939 fps:1647 +frame:1.11e+06 wall_t:674 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.6113 +2026-01-08 13:13:18 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:26.25 total_reward_ma:15.24 loss:-0.009868 fps:1647 +frame:1.12e+06 wall_t:680 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.6476 +2026-01-08 13:13:23 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:26.33 total_reward_ma:15.47 loss:-0.004085 fps:1647 +frame:1.13e+06 wall_t:686 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.6831 +2026-01-08 13:13:29 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:26.38 total_reward_ma:15.70 loss:-0.008182 fps:1650 +frame:1.14e+06 wall_t:691 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.6149 +2026-01-08 13:13:35 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:26.80 total_reward_ma:15.92 loss:-0.005657 fps:1650 +frame:1.15e+06 wall_t:697 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.636 +2026-01-08 13:13:40 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:27.55 total_reward_ma:16.15 loss:-0.0066 fps:1652 +frame:1.16e+06 wall_t:702 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.674 +2026-01-08 13:13:46 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:28.35 total_reward_ma:16.39 loss:-0.002458 fps:1650 +frame:1.17e+06 wall_t:709 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.6319 +2026-01-08 13:13:53 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:29.48 total_reward_ma:16.63 loss:-0.003953 fps:1650 +frame:1.18e+06 wall_t:715 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.6994 +2026-01-08 13:13:59 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:29.34 total_reward_ma:16.87 loss:-0.007185 fps:1650 +frame:1.19e+06 wall_t:721 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.6272 +2026-01-08 13:14:05 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:29.60 total_reward_ma:17.12 loss:-0.002038 fps:1651 +frame:1.20e+06 wall_t:727 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.6943 +2026-01-08 13:14:11 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:30.52 total_reward_ma:17.37 loss:-0.004079 fps:1651 +frame:1.21e+06 wall_t:733 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.6199 +2026-01-08 13:14:17 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:31.18 total_reward_ma:17.63 loss:-0.004552 fps:1651 +frame:1.22e+06 wall_t:739 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.605 +2026-01-08 13:14:23 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:30.89 total_reward_ma:17.87 loss:-0.002975 fps:1651 +frame:1.23e+06 wall_t:745 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.6276 +2026-01-08 13:14:28 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:31.74 total_reward_ma:18.12 loss:-0.00769 fps:1653 +frame:1.24e+06 wall_t:750 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.61 +2026-01-08 13:14:34 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:31.68 total_reward_ma:18.37 loss:-0.007574 fps:1653 +frame:1.25e+06 wall_t:756 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.6121 +2026-01-08 13:14:41 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:31.82 total_reward_ma:18.61 loss:-0.004412 fps:1651 +frame:1.26e+06 wall_t:763 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.6608 +2026-01-08 13:14:46 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:31.39 total_reward_ma:18.85 loss:-0.007627 fps:1651 +frame:1.27e+06 wall_t:769 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.6743 +2026-01-08 13:14:52 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:32.44 total_reward_ma:19.10 loss:-0.001759 fps:1654 +frame:1.28e+06 wall_t:774 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.696 +2026-01-08 13:14:57 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:32.61 total_reward_ma:19.34 loss:-0.004023 fps:1656 +frame:1.29e+06 wall_t:779 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.632 +2026-01-08 13:15:04 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:34.02 total_reward_ma:19.60 loss:-0.005914 fps:1654 +frame:1.30e+06 wall_t:786 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.6551 +2026-01-08 13:15:10 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:34.41 total_reward_ma:19.86 loss:-0.006263 fps:1654 +frame:1.31e+06 wall_t:792 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.6361 +2026-01-08 13:15:16 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:35.11 total_reward_ma:20.12 loss:-0.00375 fps:1654 +frame:1.32e+06 wall_t:798 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.6122 +2026-01-08 13:15:23 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:36.96 total_reward_ma:20.40 loss:-0.005217 fps:1652 +frame:1.33e+06 wall_t:805 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.6793 +2026-01-08 13:15:29 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:36.84 total_reward_ma:20.68 loss:-0.004591 fps:1652 +frame:1.34e+06 wall_t:811 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.6698 +2026-01-08 13:15:35 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:37.11 total_reward_ma:20.96 loss:0.001578 fps:1652 +frame:1.35e+06 wall_t:817 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.6339 +2026-01-08 13:15:41 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:36.84 total_reward_ma:21.23 loss:-0.007656 fps:1652 +frame:1.36e+06 wall_t:823 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.6255 +2026-01-08 13:15:46 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:38.65 total_reward_ma:21.52 loss:0.001194 fps:1655 +frame:1.37e+06 wall_t:828 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.6511 +2026-01-08 13:15:51 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:38.47 total_reward_ma:21.81 loss:-0.005729 fps:1657 +frame:1.38e+06 wall_t:833 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.6647 +2026-01-08 13:15:57 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:39.11 total_reward_ma:22.09 loss:-0.005786 fps:1657 +frame:1.39e+06 wall_t:839 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.6332 +2026-01-08 13:16:03 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:40.40 total_reward_ma:22.39 loss:-0.001877 fps:1657 +frame:1.40e+06 wall_t:845 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.6296 +2026-01-08 13:16:08 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:40.14 total_reward_ma:22.68 loss:0.0009658 fps:1657 +frame:1.41e+06 wall_t:851 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.7193 +2026-01-08 13:16:14 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:40.68 total_reward_ma:22.98 loss:-0.005035 fps:1659 +frame:1.42e+06 wall_t:856 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.6128 +2026-01-08 13:16:20 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:40.49 total_reward_ma:23.27 loss:-0.006706 fps:1659 +frame:1.43e+06 wall_t:862 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.6796 +2026-01-08 13:16:26 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:40.35 total_reward_ma:23.56 loss:-0.004221 fps:1659 +frame:1.44e+06 wall_t:868 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.6974 +2026-01-08 13:16:32 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:41.43 total_reward_ma:23.86 loss:-0.005374 fps:1659 +frame:1.45e+06 wall_t:874 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.6264 +2026-01-08 13:16:38 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:41.55 total_reward_ma:24.16 loss:-0.001313 fps:1659 +frame:1.46e+06 wall_t:880 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.5853 +2026-01-08 13:16:44 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:40.88 total_reward_ma:24.44 loss:-0.003701 fps:1659 +frame:1.47e+06 wall_t:886 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.6178 +2026-01-08 13:16:49 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:40.86 total_reward_ma:24.72 loss:-0.004917 fps:1659 +frame:1.48e+06 wall_t:892 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.6606 +2026-01-08 13:16:55 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:41.63 total_reward_ma:25.01 loss:-0.003349 fps:1661 +frame:1.49e+06 wall_t:897 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.6546 +2026-01-08 13:17:01 | INFO | PID:1330 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_breakout_t0_s0 [train] +total_reward:42.16 total_reward_ma:25.30 loss:-0.007004 fps:1661 +frame:1.50e+06 wall_t:903 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.68 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s1.log b/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..65145884eacbada7c76169e01e7b936831251a63 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-08 13:01:56 | INFO | PID:1331 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:02:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:1.07 total_reward_ma:1.07 loss:-0.007273 fps:344.8 +frame:1.00e+04 wall_t:29 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.289 +2026-01-08 13:02:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:0.98 total_reward_ma:1.02 loss:-0.007505 fps:588.2 +frame:2.00e+04 wall_t:34 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.268 +2026-01-08 13:02:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:1.45 total_reward_ma:1.17 loss:-0.00834 fps:750 +frame:3.00e+04 wall_t:40 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.198 +2026-01-08 13:02:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:1.96 total_reward_ma:1.36 loss:-0.01064 fps:851.1 +frame:4.00e+04 wall_t:47 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.215 +2026-01-08 13:02:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:1.77 total_reward_ma:1.45 loss:-0.01126 fps:943.4 +frame:5.00e+04 wall_t:53 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.208 +2026-01-08 13:02:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:1.82 total_reward_ma:1.51 loss:-0.009703 fps:1017 +frame:6.00e+04 wall_t:59 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.194 +2026-01-08 13:03:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:2.29 total_reward_ma:1.62 loss:-0.01242 fps:1094 +frame:7.00e+04 wall_t:64 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.2 +2026-01-08 13:03:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:2.23 total_reward_ma:1.70 loss:-0.01572 fps:1143 +frame:8.00e+04 wall_t:70 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.187 +2026-01-08 13:03:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:2.00 total_reward_ma:1.73 loss:-0.01495 fps:1200 +frame:9.00e+04 wall_t:75 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.167 +2026-01-08 13:03:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:2.28 total_reward_ma:1.78 loss:-0.01396 fps:1250 +frame:1.00e+05 wall_t:80 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.184 +2026-01-08 13:03:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:2.56 total_reward_ma:1.86 loss:-0.01305 fps:1264 +frame:1.10e+05 wall_t:87 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.171 +2026-01-08 13:03:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:3.11 total_reward_ma:1.96 loss:-0.0136 fps:1304 +frame:1.20e+05 wall_t:92 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.182 +2026-01-08 13:03:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:3.56 total_reward_ma:2.08 loss:-0.01188 fps:1327 +frame:1.30e+05 wall_t:98 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.155 +2026-01-08 13:03:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:4.16 total_reward_ma:2.23 loss:-0.01383 fps:1359 +frame:1.40e+05 wall_t:103 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.167 +2026-01-08 13:03:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:4.47 total_reward_ma:2.38 loss:-0.01057 fps:1376 +frame:1.50e+05 wall_t:109 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.163 +2026-01-08 13:03:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:4.20 total_reward_ma:2.49 loss:-0.01267 fps:1404 +frame:1.60e+05 wall_t:114 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.113 +2026-01-08 13:03:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:4.44 total_reward_ma:2.61 loss:-0.012 fps:1417 +frame:1.70e+05 wall_t:120 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.096 +2026-01-08 13:04:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:4.77 total_reward_ma:2.73 loss:-0.01374 fps:1440 +frame:1.80e+05 wall_t:125 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.096 +2026-01-08 13:04:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:5.16 total_reward_ma:2.86 loss:-0.01291 fps:1462 +frame:1.90e+05 wall_t:130 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.067 +2026-01-08 13:04:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:5.23 total_reward_ma:2.98 loss:-0.01153 fps:1471 +frame:2.00e+05 wall_t:136 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.078 +2026-01-08 13:04:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:5.29 total_reward_ma:3.09 loss:-0.01193 fps:1479 +frame:2.10e+05 wall_t:142 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.058 +2026-01-08 13:04:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:5.79 total_reward_ma:3.21 loss:-0.01117 fps:1497 +frame:2.20e+05 wall_t:147 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.045 +2026-01-08 13:04:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:6.17 total_reward_ma:3.34 loss:-0.009978 fps:1503 +frame:2.30e+05 wall_t:153 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.027 +2026-01-08 13:04:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:6.80 total_reward_ma:3.48 loss:-0.0124 fps:1519 +frame:2.40e+05 wall_t:158 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.022 +2026-01-08 13:04:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:7.44 total_reward_ma:3.64 loss:-0.01166 fps:1524 +frame:2.50e+05 wall_t:164 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:0.9989 +2026-01-08 13:04:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:7.79 total_reward_ma:3.80 loss:-0.01014 fps:1538 +frame:2.60e+05 wall_t:169 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.053 +2026-01-08 13:04:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:8.13 total_reward_ma:3.96 loss:-0.007914 fps:1543 +frame:2.70e+05 wall_t:175 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.083 +2026-01-08 13:04:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:8.09 total_reward_ma:4.11 loss:-0.0111 fps:1556 +frame:2.80e+05 wall_t:180 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:0.9705 +2026-01-08 13:05:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:8.08 total_reward_ma:4.24 loss:-0.008587 fps:1559 +frame:2.90e+05 wall_t:186 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:0.9932 +2026-01-08 13:05:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:8.17 total_reward_ma:4.38 loss:-0.01041 fps:1562 +frame:3.00e+05 wall_t:192 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:0.977 +2026-01-08 13:05:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:8.57 total_reward_ma:4.51 loss:-0.0117 fps:1566 +frame:3.10e+05 wall_t:198 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.007 +2026-01-08 13:05:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:8.62 total_reward_ma:4.64 loss:-0.0113 fps:1576 +frame:3.20e+05 wall_t:203 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:0.9452 +2026-01-08 13:05:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:8.86 total_reward_ma:4.77 loss:-0.01323 fps:1587 +frame:3.30e+05 wall_t:208 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:0.9843 +2026-01-08 13:05:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:9.11 total_reward_ma:4.89 loss:-0.01512 fps:1589 +frame:3.40e+05 wall_t:214 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.001 +2026-01-08 13:05:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:9.04 total_reward_ma:5.01 loss:-0.01278 fps:1598 +frame:3.50e+05 wall_t:219 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:0.9711 +2026-01-08 13:05:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:9.40 total_reward_ma:5.13 loss:-0.0118 fps:1607 +frame:3.60e+05 wall_t:224 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:0.9893 +2026-01-08 13:05:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:9.72 total_reward_ma:5.26 loss:-0.01437 fps:1609 +frame:3.70e+05 wall_t:230 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:0.9709 +2026-01-08 13:05:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:9.86 total_reward_ma:5.38 loss:-0.01334 fps:1610 +frame:3.80e+05 wall_t:236 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:0.9395 +2026-01-08 13:05:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:9.69 total_reward_ma:5.49 loss:-0.0141 fps:1618 +frame:3.90e+05 wall_t:241 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:0.9971 +2026-01-08 13:06:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:9.59 total_reward_ma:5.59 loss:-0.01489 fps:1619 +frame:4.00e+05 wall_t:247 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:0.9537 +2026-01-08 13:06:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:9.75 total_reward_ma:5.69 loss:-0.01251 fps:1627 +frame:4.10e+05 wall_t:252 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:0.9704 +2026-01-08 13:06:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:10.07 total_reward_ma:5.80 loss:-0.01299 fps:1634 +frame:4.20e+05 wall_t:257 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:0.9406 +2026-01-08 13:06:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:10.44 total_reward_ma:5.91 loss:-0.008161 fps:1641 +frame:4.30e+05 wall_t:262 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:0.9535 +2026-01-08 13:06:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:10.55 total_reward_ma:6.01 loss:-0.009196 fps:1642 +frame:4.40e+05 wall_t:268 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:0.9426 +2026-01-08 13:06:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:10.81 total_reward_ma:6.12 loss:-0.01351 fps:1648 +frame:4.50e+05 wall_t:273 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:0.9541 +2026-01-08 13:06:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:11.20 total_reward_ma:6.23 loss:-0.01124 fps:1655 +frame:4.60e+05 wall_t:278 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:0.8963 +2026-01-08 13:06:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:11.14 total_reward_ma:6.33 loss:-0.01317 fps:1655 +frame:4.70e+05 wall_t:284 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:0.9497 +2026-01-08 13:06:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:11.28 total_reward_ma:6.44 loss:-0.01215 fps:1655 +frame:4.80e+05 wall_t:290 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.9427 +2026-01-08 13:06:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:11.66 total_reward_ma:6.54 loss:-0.01478 fps:1655 +frame:4.90e+05 wall_t:296 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:0.8896 +2026-01-08 13:06:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:11.98 total_reward_ma:6.65 loss:-0.01144 fps:1661 +frame:5.00e+05 wall_t:301 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.8921 +2026-01-08 13:07:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:12.06 total_reward_ma:6.76 loss:-0.001679 fps:1661 +frame:5.10e+05 wall_t:307 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.8975 +2026-01-08 13:07:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:12.46 total_reward_ma:6.87 loss:-0.0113 fps:1667 +frame:5.20e+05 wall_t:312 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.876 +2026-01-08 13:07:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:12.64 total_reward_ma:6.98 loss:-0.01096 fps:1667 +frame:5.30e+05 wall_t:318 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.8594 +2026-01-08 13:07:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:12.52 total_reward_ma:7.08 loss:-0.01367 fps:1672 +frame:5.40e+05 wall_t:323 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.909 +2026-01-08 13:07:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:12.68 total_reward_ma:7.18 loss:-0.01261 fps:1677 +frame:5.50e+05 wall_t:328 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:0.8571 +2026-01-08 13:07:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:12.96 total_reward_ma:7.28 loss:-0.0113 fps:1677 +frame:5.60e+05 wall_t:334 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.8533 +2026-01-08 13:07:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:13.45 total_reward_ma:7.39 loss:-0.00796 fps:1676 +frame:5.70e+05 wall_t:340 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.8669 +2026-01-08 13:07:43 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:13.58 total_reward_ma:7.50 loss:-0.007945 fps:1681 +frame:5.80e+05 wall_t:345 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.8718 +2026-01-08 13:07:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:13.67 total_reward_ma:7.60 loss:-0.00761 fps:1681 +frame:5.90e+05 wall_t:351 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.8702 +2026-01-08 13:07:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:14.29 total_reward_ma:7.72 loss:-0.00804 fps:1685 +frame:6.00e+05 wall_t:356 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.8661 +2026-01-08 13:08:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:14.91 total_reward_ma:7.83 loss:-0.01176 fps:1685 +frame:6.10e+05 wall_t:362 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.8777 +2026-01-08 13:08:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:14.78 total_reward_ma:7.95 loss:-0.008292 fps:1685 +frame:6.20e+05 wall_t:368 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.9086 +2026-01-08 13:08:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:15.04 total_reward_ma:8.06 loss:-0.008086 fps:1684 +frame:6.30e+05 wall_t:374 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.8358 +2026-01-08 13:08:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:15.05 total_reward_ma:8.17 loss:-0.01151 fps:1684 +frame:6.40e+05 wall_t:380 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.8484 +2026-01-08 13:08:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:15.47 total_reward_ma:8.28 loss:-0.01123 fps:1684 +frame:6.50e+05 wall_t:386 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.8403 +2026-01-08 13:08:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:15.45 total_reward_ma:8.39 loss:-0.008532 fps:1688 +frame:6.60e+05 wall_t:391 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.8635 +2026-01-08 13:08:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:15.32 total_reward_ma:8.49 loss:-0.006898 fps:1688 +frame:6.70e+05 wall_t:397 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.8792 +2026-01-08 13:08:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:15.22 total_reward_ma:8.59 loss:-0.009954 fps:1692 +frame:6.80e+05 wall_t:402 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.8685 +2026-01-08 13:08:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:15.43 total_reward_ma:8.69 loss:-0.008945 fps:1695 +frame:6.90e+05 wall_t:407 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.8228 +2026-01-08 13:08:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:15.87 total_reward_ma:8.79 loss:-0.01325 fps:1695 +frame:7.00e+05 wall_t:413 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.7929 +2026-01-08 13:08:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:16.46 total_reward_ma:8.90 loss:-0.009804 fps:1695 +frame:7.10e+05 wall_t:419 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.8393 +2026-01-08 13:09:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:16.87 total_reward_ma:9.01 loss:-0.009607 fps:1694 +frame:7.20e+05 wall_t:425 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.8139 +2026-01-08 13:09:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:17.72 total_reward_ma:9.13 loss:-0.01256 fps:1698 +frame:7.30e+05 wall_t:430 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.8075 +2026-01-08 13:09:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:17.96 total_reward_ma:9.25 loss:-0.004003 fps:1697 +frame:7.40e+05 wall_t:436 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.8064 +2026-01-08 13:09:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:18.04 total_reward_ma:9.37 loss:-0.009535 fps:1697 +frame:7.50e+05 wall_t:442 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.7736 +2026-01-08 13:09:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:18.05 total_reward_ma:9.48 loss:-0.009973 fps:1696 +frame:7.60e+05 wall_t:448 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.8126 +2026-01-08 13:09:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:18.06 total_reward_ma:9.59 loss:-0.0106 fps:1700 +frame:7.70e+05 wall_t:453 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.7454 +2026-01-08 13:09:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:17.37 total_reward_ma:9.69 loss:-0.01301 fps:1699 +frame:7.80e+05 wall_t:459 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.7721 +2026-01-08 13:09:43 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:17.16 total_reward_ma:9.79 loss:-0.01339 fps:1699 +frame:7.90e+05 wall_t:465 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.7954 +2026-01-08 13:09:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:17.75 total_reward_ma:9.89 loss:-0.008286 fps:1699 +frame:8.00e+05 wall_t:471 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.7943 +2026-01-08 13:09:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:18.28 total_reward_ma:9.99 loss:-0.008952 fps:1698 +frame:8.10e+05 wall_t:477 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.7035 +2026-01-08 13:10:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:19.13 total_reward_ma:10.10 loss:-0.004858 fps:1698 +frame:8.20e+05 wall_t:483 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.793 +2026-01-08 13:10:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:19.19 total_reward_ma:10.21 loss:-0.009552 fps:1697 +frame:8.30e+05 wall_t:489 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.7012 +2026-01-08 13:10:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:20.27 total_reward_ma:10.33 loss:-0.01179 fps:1694 +frame:8.40e+05 wall_t:496 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.778 +2026-01-08 13:10:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:20.63 total_reward_ma:10.45 loss:-0.007164 fps:1693 +frame:8.50e+05 wall_t:502 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.7685 +2026-01-08 13:10:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:20.82 total_reward_ma:10.57 loss:-0.006074 fps:1693 +frame:8.60e+05 wall_t:508 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.78 +2026-01-08 13:10:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:20.79 total_reward_ma:10.69 loss:-0.006913 fps:1693 +frame:8.70e+05 wall_t:514 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.7942 +2026-01-08 13:10:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:20.49 total_reward_ma:10.80 loss:-0.006958 fps:1692 +frame:8.80e+05 wall_t:520 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.7879 +2026-01-08 13:10:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:20.84 total_reward_ma:10.91 loss:-0.007701 fps:1692 +frame:8.90e+05 wall_t:526 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.7657 +2026-01-08 13:10:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:21.00 total_reward_ma:11.03 loss:-0.01094 fps:1692 +frame:9.00e+05 wall_t:532 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.7034 +2026-01-08 13:10:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:21.63 total_reward_ma:11.14 loss:-0.009776 fps:1695 +frame:9.10e+05 wall_t:537 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.7637 +2026-01-08 13:11:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:21.27 total_reward_ma:11.25 loss:-0.006149 fps:1694 +frame:9.20e+05 wall_t:543 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.6836 +2026-01-08 13:11:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:22.20 total_reward_ma:11.37 loss:-0.007338 fps:1697 +frame:9.30e+05 wall_t:548 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.6887 +2026-01-08 13:11:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.43 total_reward_ma:11.50 loss:-0.006701 fps:1697 +frame:9.40e+05 wall_t:554 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.7361 +2026-01-08 13:11:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.33 total_reward_ma:11.62 loss:-0.003704 fps:1696 +frame:9.50e+05 wall_t:560 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.7589 +2026-01-08 13:11:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.56 total_reward_ma:11.75 loss:-0.007441 fps:1699 +frame:9.60e+05 wall_t:565 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.7604 +2026-01-08 13:11:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.95 total_reward_ma:11.87 loss:-0.005743 fps:1699 +frame:9.70e+05 wall_t:571 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.7452 +2026-01-08 13:11:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.65 total_reward_ma:11.99 loss:-0.0109 fps:1701 +frame:9.80e+05 wall_t:576 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.8153 +2026-01-08 13:11:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:24.08 total_reward_ma:12.12 loss:-0.008722 fps:1701 +frame:9.90e+05 wall_t:582 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.7956 +2026-01-08 13:11:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.54 total_reward_ma:12.23 loss:-0.00313 fps:1701 +frame:1.00e+06 wall_t:588 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.7507 +2026-01-08 13:11:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.58 total_reward_ma:12.45 loss:-0.008214 fps:1703 +frame:1.01e+06 wall_t:593 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.7228 +2026-01-08 13:11:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.37 total_reward_ma:12.68 loss:-0.007073 fps:1703 +frame:1.02e+06 wall_t:599 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.7202 +2026-01-08 13:12:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.84 total_reward_ma:12.90 loss:-0.009577 fps:1705 +frame:1.03e+06 wall_t:604 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.7625 +2026-01-08 13:12:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.78 total_reward_ma:13.12 loss:-0.0074 fps:1708 +frame:1.04e+06 wall_t:609 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.7223 +2026-01-08 13:12:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.59 total_reward_ma:13.34 loss:-0.008795 fps:1707 +frame:1.05e+06 wall_t:615 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.7085 +2026-01-08 13:12:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.74 total_reward_ma:13.56 loss:-0.007028 fps:1707 +frame:1.06e+06 wall_t:621 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.686 +2026-01-08 13:12:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.88 total_reward_ma:13.77 loss:-0.006541 fps:1709 +frame:1.07e+06 wall_t:626 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.7106 +2026-01-08 13:12:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:23.90 total_reward_ma:13.99 loss:-0.01005 fps:1709 +frame:1.08e+06 wall_t:632 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.7102 +2026-01-08 13:12:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:24.43 total_reward_ma:14.22 loss:-0.007335 fps:1708 +frame:1.09e+06 wall_t:638 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.6779 +2026-01-08 13:12:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:24.60 total_reward_ma:14.44 loss:-0.006696 fps:1708 +frame:1.10e+06 wall_t:644 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.6905 +2026-01-08 13:12:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:24.50 total_reward_ma:14.66 loss:-0.008425 fps:1710 +frame:1.11e+06 wall_t:649 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.6758 +2026-01-08 13:12:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:25.17 total_reward_ma:14.88 loss:-0.008274 fps:1710 +frame:1.12e+06 wall_t:655 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.6978 +2026-01-08 13:13:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:25.33 total_reward_ma:15.10 loss:-0.008778 fps:1707 +frame:1.13e+06 wall_t:662 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.6825 +2026-01-08 13:13:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.37 total_reward_ma:15.32 loss:-0.00485 fps:1707 +frame:1.14e+06 wall_t:668 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.6883 +2026-01-08 13:13:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.55 total_reward_ma:15.54 loss:-0.00919 fps:1706 +frame:1.15e+06 wall_t:674 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.6527 +2026-01-08 13:13:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.53 total_reward_ma:15.76 loss:-0.002902 fps:1708 +frame:1.16e+06 wall_t:679 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.6952 +2026-01-08 13:13:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:27.03 total_reward_ma:15.99 loss:-0.00509 fps:1708 +frame:1.17e+06 wall_t:685 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.678 +2026-01-08 13:13:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.77 total_reward_ma:16.21 loss:-0.0055 fps:1710 +frame:1.18e+06 wall_t:690 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.6371 +2026-01-08 13:13:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.85 total_reward_ma:16.42 loss:-0.005613 fps:1710 +frame:1.19e+06 wall_t:696 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.6607 +2026-01-08 13:13:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.95 total_reward_ma:16.64 loss:-0.003962 fps:1712 +frame:1.20e+06 wall_t:701 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.7242 +2026-01-08 13:13:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.82 total_reward_ma:16.86 loss:-0.004155 fps:1714 +frame:1.21e+06 wall_t:706 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.6586 +2026-01-08 13:13:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.82 total_reward_ma:17.07 loss:-0.009714 fps:1713 +frame:1.22e+06 wall_t:712 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.6709 +2026-01-08 13:13:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.46 total_reward_ma:17.27 loss:-0.003442 fps:1713 +frame:1.23e+06 wall_t:718 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.696 +2026-01-08 13:14:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.46 total_reward_ma:17.47 loss:-0.008599 fps:1713 +frame:1.24e+06 wall_t:724 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.6743 +2026-01-08 13:14:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.63 total_reward_ma:17.66 loss:-0.005204 fps:1712 +frame:1.25e+06 wall_t:730 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.6906 +2026-01-08 13:14:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.99 total_reward_ma:17.85 loss:-0.006992 fps:1714 +frame:1.26e+06 wall_t:735 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.7146 +2026-01-08 13:14:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:26.82 total_reward_ma:18.04 loss:-0.003874 fps:1714 +frame:1.27e+06 wall_t:741 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.6803 +2026-01-08 13:14:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:27.68 total_reward_ma:18.23 loss:-0.00978 fps:1716 +frame:1.28e+06 wall_t:746 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.6759 +2026-01-08 13:14:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:28.26 total_reward_ma:18.44 loss:-0.009953 fps:1718 +frame:1.29e+06 wall_t:751 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.6274 +2026-01-08 13:14:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:29.19 total_reward_ma:18.65 loss:-0.008627 fps:1717 +frame:1.30e+06 wall_t:757 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.6379 +2026-01-08 13:14:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:30.02 total_reward_ma:18.86 loss:-0.01023 fps:1717 +frame:1.31e+06 wall_t:763 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.6573 +2026-01-08 13:14:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:31.02 total_reward_ma:19.08 loss:-0.01063 fps:1717 +frame:1.32e+06 wall_t:769 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.711 +2026-01-08 13:14:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:31.68 total_reward_ma:19.31 loss:-0.007536 fps:1716 +frame:1.33e+06 wall_t:775 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.6851 +2026-01-08 13:14:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:32.40 total_reward_ma:19.55 loss:-0.006697 fps:1716 +frame:1.34e+06 wall_t:781 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.6101 +2026-01-08 13:15:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:33.51 total_reward_ma:19.79 loss:-0.003812 fps:1715 +frame:1.35e+06 wall_t:787 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.6297 +2026-01-08 13:15:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:34.07 total_reward_ma:20.04 loss:-0.006645 fps:1715 +frame:1.36e+06 wall_t:793 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.6335 +2026-01-08 13:15:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:34.91 total_reward_ma:20.29 loss:-0.00792 fps:1717 +frame:1.37e+06 wall_t:798 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.6834 +2026-01-08 13:15:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:36.75 total_reward_ma:20.56 loss:0.01429 fps:1716 +frame:1.38e+06 wall_t:804 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.6756 +2026-01-08 13:15:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:37.06 total_reward_ma:20.83 loss:-0.01139 fps:1718 +frame:1.39e+06 wall_t:809 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.7072 +2026-01-08 13:15:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:37.42 total_reward_ma:21.11 loss:-0.004673 fps:1718 +frame:1.40e+06 wall_t:815 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.6093 +2026-01-08 13:15:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:37.45 total_reward_ma:21.39 loss:-0.008122 fps:1720 +frame:1.41e+06 wall_t:820 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.6625 +2026-01-08 13:15:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:38.38 total_reward_ma:21.67 loss:-0.009733 fps:1719 +frame:1.42e+06 wall_t:826 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.6002 +2026-01-08 13:15:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:38.55 total_reward_ma:21.95 loss:-0.004934 fps:1721 +frame:1.43e+06 wall_t:831 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.7648 +2026-01-08 13:15:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:38.35 total_reward_ma:22.23 loss:-0.009326 fps:1722 +frame:1.44e+06 wall_t:836 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.6383 +2026-01-08 13:16:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:38.13 total_reward_ma:22.50 loss:-0.006173 fps:1722 +frame:1.45e+06 wall_t:842 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.6808 +2026-01-08 13:16:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:37.98 total_reward_ma:22.77 loss:-0.00653 fps:1724 +frame:1.46e+06 wall_t:847 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.6663 +2026-01-08 13:16:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:38.84 total_reward_ma:23.05 loss:-0.004308 fps:1725 +frame:1.47e+06 wall_t:852 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.6513 +2026-01-08 13:16:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:36.57 total_reward_ma:23.30 loss:-0.006273 fps:1725 +frame:1.48e+06 wall_t:858 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.6445 +2026-01-08 13:16:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:37.48 total_reward_ma:23.56 loss:0.0002013 fps:1725 +frame:1.49e+06 wall_t:864 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.6734 +2026-01-08 13:16:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:36.57 total_reward_ma:23.80 loss:-0.01141 fps:1726 +frame:1.50e+06 wall_t:869 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.6421 +2026-01-08 13:16:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:36.97 total_reward_ma:24.05 loss:-0.006056 fps:1724 +frame:1.51e+06 wall_t:876 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.6694 +2026-01-08 13:16:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:36.82 total_reward_ma:24.30 loss:-0.00468 fps:1725 +frame:1.52e+06 wall_t:881 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.6303 +2026-01-08 13:16:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:37.02 total_reward_ma:24.54 loss:-0.005379 fps:1725 +frame:1.53e+06 wall_t:887 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.7358 +2026-01-08 13:16:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:37.16 total_reward_ma:24.79 loss:-0.004881 fps:1726 +frame:1.54e+06 wall_t:892 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.6419 +2026-01-08 13:16:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:37.20 total_reward_ma:25.03 loss:-0.007338 fps:1726 +frame:1.55e+06 wall_t:898 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.6425 +2026-01-08 13:17:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:37.62 total_reward_ma:25.28 loss:-0.003686 fps:1728 +frame:1.56e+06 wall_t:903 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.594 +2026-01-08 13:17:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:38.56 total_reward_ma:25.53 loss:-0.002117 fps:1729 +frame:1.57e+06 wall_t:908 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.662 +2026-01-08 13:17:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:39.11 total_reward_ma:25.79 loss:-0.007122 fps:1731 +frame:1.58e+06 wall_t:913 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.6283 +2026-01-08 13:17:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:38.88 total_reward_ma:26.04 loss:-0.002546 fps:1734 +frame:1.59e+06 wall_t:917 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.6632 +2026-01-08 13:17:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:38.49 total_reward_ma:26.28 loss:-0.006063 fps:1735 +frame:1.60e+06 wall_t:922 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.616 +2026-01-08 13:17:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:39.37 total_reward_ma:26.52 loss:-0.004365 fps:1737 +frame:1.61e+06 wall_t:927 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.6648 +2026-01-08 13:17:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:38.58 total_reward_ma:26.76 loss:-0.004562 fps:1740 +frame:1.62e+06 wall_t:931 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.6365 +2026-01-08 13:17:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:38.81 total_reward_ma:27.00 loss:-0.008276 fps:1741 +frame:1.63e+06 wall_t:936 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.6401 +2026-01-08 13:17:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:39.71 total_reward_ma:27.25 loss:-0.0008289 fps:1745 +frame:1.64e+06 wall_t:940 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.5742 +2026-01-08 13:17:43 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:39.87 total_reward_ma:27.49 loss:-0.001988 fps:1746 +frame:1.65e+06 wall_t:945 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.6214 +2026-01-08 13:17:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:40.13 total_reward_ma:27.74 loss:-0.003976 fps:1747 +frame:1.66e+06 wall_t:950 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.5614 +2026-01-08 13:17:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:40.39 total_reward_ma:27.99 loss:-0.002273 fps:1749 +frame:1.67e+06 wall_t:955 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.6161 +2026-01-08 13:17:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:39.77 total_reward_ma:28.23 loss:-9.75e-05 fps:1750 +frame:1.68e+06 wall_t:960 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.6432 +2026-01-08 13:18:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:39.74 total_reward_ma:28.48 loss:-0.003021 fps:1751 +frame:1.69e+06 wall_t:965 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.5844 +2026-01-08 13:18:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:40.00 total_reward_ma:28.72 loss:-0.006035 fps:1753 +frame:1.70e+06 wall_t:970 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.6349 +2026-01-08 13:18:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:40.13 total_reward_ma:28.95 loss:-0.008401 fps:1756 +frame:1.71e+06 wall_t:974 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.5777 +2026-01-08 13:18:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:40.90 total_reward_ma:29.19 loss:-0.007747 fps:1757 +frame:1.72e+06 wall_t:979 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.6004 +2026-01-08 13:18:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:41.69 total_reward_ma:29.43 loss:-0.000641 fps:1760 +frame:1.73e+06 wall_t:983 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.5692 +2026-01-08 13:18:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:41.56 total_reward_ma:29.67 loss:-0.004037 fps:1761 +frame:1.74e+06 wall_t:988 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.5542 +2026-01-08 13:18:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:41.49 total_reward_ma:29.90 loss:-0.001876 fps:1762 +frame:1.75e+06 wall_t:993 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.6432 +2026-01-08 13:18:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:42.53 total_reward_ma:30.15 loss:0.002883 fps:1764 +frame:1.76e+06 wall_t:998 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.5863 +2026-01-08 13:18:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:42.16 total_reward_ma:30.39 loss:0.009676 fps:1766 +frame:1.77e+06 wall_t:1002 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.6058 +2026-01-08 13:18:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:42.58 total_reward_ma:30.64 loss:-0.004932 fps:1768 +frame:1.78e+06 wall_t:1007 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.6666 +2026-01-08 13:18:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:43.34 total_reward_ma:30.90 loss:-0.004856 fps:1769 +frame:1.79e+06 wall_t:1012 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.5764 +2026-01-08 13:18:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:44.37 total_reward_ma:31.17 loss:-0.006882 fps:1772 +frame:1.80e+06 wall_t:1016 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.6083 +2026-01-08 13:18:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:45.91 total_reward_ma:31.45 loss:-0.003323 fps:1773 +frame:1.81e+06 wall_t:1021 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.6058 +2026-01-08 13:19:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:46.56 total_reward_ma:31.72 loss:0.002995 fps:1776 +frame:1.82e+06 wall_t:1025 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.5988 +2026-01-08 13:19:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:47.35 total_reward_ma:32.00 loss:-0.005145 fps:1777 +frame:1.83e+06 wall_t:1030 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.6363 +2026-01-08 13:19:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:47.07 total_reward_ma:32.27 loss:-0.005683 fps:1778 +frame:1.84e+06 wall_t:1035 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.5897 +2026-01-08 13:19:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:47.39 total_reward_ma:32.54 loss:-0.005334 fps:1779 +frame:1.85e+06 wall_t:1040 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.6306 +2026-01-08 13:19:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:47.57 total_reward_ma:32.81 loss:-0.007199 fps:1780 +frame:1.86e+06 wall_t:1045 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.566 +2026-01-08 13:19:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:47.69 total_reward_ma:33.07 loss:-0.002111 fps:1781 +frame:1.87e+06 wall_t:1050 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.6817 +2026-01-08 13:19:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:49.83 total_reward_ma:33.37 loss:-0.003405 fps:1784 +frame:1.88e+06 wall_t:1054 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.6429 +2026-01-08 13:19:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:49.69 total_reward_ma:33.66 loss:-0.006495 fps:1785 +frame:1.89e+06 wall_t:1059 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.5881 +2026-01-08 13:19:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:51.41 total_reward_ma:33.96 loss:0.0003693 fps:1786 +frame:1.90e+06 wall_t:1064 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.6345 +2026-01-08 13:19:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:54.32 total_reward_ma:34.29 loss:-0.003316 fps:1787 +frame:1.91e+06 wall_t:1069 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.6523 +2026-01-08 13:19:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:53.70 total_reward_ma:34.61 loss:-0.005675 fps:1789 +frame:1.92e+06 wall_t:1073 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.5405 +2026-01-08 13:19:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:52.59 total_reward_ma:34.92 loss:-0.008661 fps:1790 +frame:1.93e+06 wall_t:1078 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.5606 +2026-01-08 13:20:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:51.34 total_reward_ma:35.20 loss:-0.001421 fps:1793 +frame:1.94e+06 wall_t:1082 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.6397 +2026-01-08 13:20:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:51.66 total_reward_ma:35.48 loss:-0.002587 fps:1794 +frame:1.95e+06 wall_t:1087 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.6443 +2026-01-08 13:20:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:53.48 total_reward_ma:35.78 loss:-0.004055 fps:1795 +frame:1.96e+06 wall_t:1092 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.6081 +2026-01-08 13:20:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:54.28 total_reward_ma:36.08 loss:-0.006463 fps:1797 +frame:1.97e+06 wall_t:1096 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.6197 +2026-01-08 13:20:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:53.75 total_reward_ma:36.38 loss:-0.006996 fps:1798 +frame:1.98e+06 wall_t:1101 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.6241 +2026-01-08 13:20:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:51.93 total_reward_ma:36.66 loss:-0.00625 fps:1799 +frame:1.99e+06 wall_t:1106 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.6145 +2026-01-08 13:20:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:51.83 total_reward_ma:36.94 loss:-0.002555 fps:1800 +frame:2.00e+06 wall_t:1111 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.544 +2026-01-08 13:20:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:53.14 total_reward_ma:37.24 loss:-0.005906 fps:1801 +frame:2.01e+06 wall_t:1116 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.5852 +2026-01-08 13:20:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:54.84 total_reward_ma:37.55 loss:-0.002092 fps:1804 +frame:2.02e+06 wall_t:1120 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.6424 +2026-01-08 13:20:43 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:52.29 total_reward_ma:37.84 loss:-0.00443 fps:1804 +frame:2.03e+06 wall_t:1125 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.5792 +2026-01-08 13:20:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:53.32 total_reward_ma:38.13 loss:-0.00798 fps:1805 +frame:2.04e+06 wall_t:1130 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.5927 +2026-01-08 13:20:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:53.31 total_reward_ma:38.43 loss:-0.003771 fps:1808 +frame:2.05e+06 wall_t:1134 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.5357 +2026-01-08 13:20:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:57.24 total_reward_ma:38.77 loss:-0.003541 fps:1809 +frame:2.06e+06 wall_t:1139 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.6066 +2026-01-08 13:21:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:56.44 total_reward_ma:39.09 loss:-0.008517 fps:1809 +frame:2.07e+06 wall_t:1144 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.5909 +2026-01-08 13:21:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:56.11 total_reward_ma:39.41 loss:-0.009593 fps:1810 +frame:2.08e+06 wall_t:1149 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.5284 +2026-01-08 13:21:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:55.34 total_reward_ma:39.72 loss:-0.003181 fps:1811 +frame:2.09e+06 wall_t:1154 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.5861 +2026-01-08 13:21:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:58.06 total_reward_ma:40.06 loss:-0.003516 fps:1812 +frame:2.10e+06 wall_t:1159 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.6034 +2026-01-08 13:21:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:59.18 total_reward_ma:40.40 loss:-0.003449 fps:1813 +frame:2.11e+06 wall_t:1164 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.6154 +2026-01-08 13:21:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:61.54 total_reward_ma:40.77 loss:0.002855 fps:1815 +frame:2.12e+06 wall_t:1168 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.6007 +2026-01-08 13:21:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:60.50 total_reward_ma:41.12 loss:-0.002018 fps:1816 +frame:2.13e+06 wall_t:1173 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.5772 +2026-01-08 13:21:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:58.38 total_reward_ma:41.44 loss:-0.004632 fps:1817 +frame:2.14e+06 wall_t:1178 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.5974 +2026-01-08 13:21:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:58.58 total_reward_ma:41.76 loss:-0.003578 fps:1817 +frame:2.15e+06 wall_t:1183 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.5999 +2026-01-08 13:21:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:59.02 total_reward_ma:42.08 loss:-0.003759 fps:1818 +frame:2.16e+06 wall_t:1188 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.5642 +2026-01-08 13:21:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:58.66 total_reward_ma:42.40 loss:-0.003389 fps:1820 +frame:2.17e+06 wall_t:1192 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.5218 +2026-01-08 13:21:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:55.78 total_reward_ma:42.69 loss:-0.0001764 fps:1820 +frame:2.18e+06 wall_t:1198 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.5257 +2026-01-08 13:22:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:56.36 total_reward_ma:42.99 loss:-0.001615 fps:1820 +frame:2.19e+06 wall_t:1203 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.5638 +2026-01-08 13:22:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:57.23 total_reward_ma:43.29 loss:0.005961 fps:1823 +frame:2.20e+06 wall_t:1207 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.5019 +2026-01-08 13:22:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:57.45 total_reward_ma:43.60 loss:-0.001156 fps:1823 +frame:2.21e+06 wall_t:1212 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.537 +2026-01-08 13:22:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:55.89 total_reward_ma:43.89 loss:0.0009953 fps:1826 +frame:2.22e+06 wall_t:1216 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.5165 +2026-01-08 13:22:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:51.63 total_reward_ma:44.14 loss:-0.003623 fps:1826 +frame:2.23e+06 wall_t:1221 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.5617 +2026-01-08 13:22:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:51.42 total_reward_ma:44.39 loss:-0.008001 fps:1827 +frame:2.24e+06 wall_t:1226 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.5645 +2026-01-08 13:22:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:50.97 total_reward_ma:44.63 loss:-0.003012 fps:1829 +frame:2.25e+06 wall_t:1230 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.5218 +2026-01-08 13:22:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:50.13 total_reward_ma:44.86 loss:0.001548 fps:1830 +frame:2.26e+06 wall_t:1235 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.5588 +2026-01-08 13:22:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:50.64 total_reward_ma:45.10 loss:-0.001805 fps:1829 +frame:2.27e+06 wall_t:1241 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.5094 +2026-01-08 13:22:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:49.90 total_reward_ma:45.32 loss:-0.003314 fps:1830 +frame:2.28e+06 wall_t:1246 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.5471 +2026-01-08 13:22:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:50.37 total_reward_ma:45.54 loss:-0.006173 fps:1831 +frame:2.29e+06 wall_t:1251 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.5805 +2026-01-08 13:22:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:51.93 total_reward_ma:45.77 loss:-0.001684 fps:1831 +frame:2.30e+06 wall_t:1256 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.5213 +2026-01-08 13:22:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:51.76 total_reward_ma:45.99 loss:-0.003526 fps:1833 +frame:2.31e+06 wall_t:1260 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.5006 +2026-01-08 13:23:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:51.90 total_reward_ma:46.20 loss:0.001373 fps:1834 +frame:2.32e+06 wall_t:1265 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.5266 +2026-01-08 13:23:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:52.98 total_reward_ma:46.41 loss:-0.004511 fps:1836 +frame:2.33e+06 wall_t:1269 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.454 +2026-01-08 13:23:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:54.89 total_reward_ma:46.63 loss:-0.001632 fps:1837 +frame:2.34e+06 wall_t:1274 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.549 +2026-01-08 13:23:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:55.52 total_reward_ma:46.86 loss:-0.004929 fps:1836 +frame:2.35e+06 wall_t:1280 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.5506 +2026-01-08 13:23:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:58.85 total_reward_ma:47.10 loss:-0.000963 fps:1837 +frame:2.36e+06 wall_t:1285 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.5783 +2026-01-08 13:23:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:59.91 total_reward_ma:47.35 loss:0.001107 fps:1839 +frame:2.37e+06 wall_t:1289 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.552 +2026-01-08 13:23:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:62.88 total_reward_ma:47.61 loss:-0.0008333 fps:1838 +frame:2.38e+06 wall_t:1295 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.5563 +2026-01-08 13:23:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:64.12 total_reward_ma:47.88 loss:-0.004582 fps:1840 +frame:2.39e+06 wall_t:1299 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.5375 +2026-01-08 13:23:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:64.17 total_reward_ma:48.15 loss:-0.000935 fps:1840 +frame:2.40e+06 wall_t:1304 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.6103 +2026-01-08 13:23:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:65.53 total_reward_ma:48.43 loss:-0.0001493 fps:1841 +frame:2.41e+06 wall_t:1309 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.5469 +2026-01-08 13:23:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:66.26 total_reward_ma:48.71 loss:0.003119 fps:1843 +frame:2.42e+06 wall_t:1313 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.6278 +2026-01-08 13:23:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:66.59 total_reward_ma:48.99 loss:-0.002869 fps:1844 +frame:2.43e+06 wall_t:1318 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.5182 +2026-01-08 13:24:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:67.83 total_reward_ma:49.29 loss:-0.002144 fps:1844 +frame:2.44e+06 wall_t:1323 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.556 +2026-01-08 13:24:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:67.03 total_reward_ma:49.58 loss:-0.00844 fps:1845 +frame:2.45e+06 wall_t:1328 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.5496 +2026-01-08 13:24:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:65.49 total_reward_ma:49.85 loss:0.001707 fps:1845 +frame:2.46e+06 wall_t:1333 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.5488 +2026-01-08 13:24:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:66.71 total_reward_ma:50.13 loss:0.001977 fps:1846 +frame:2.47e+06 wall_t:1338 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.5623 +2026-01-08 13:24:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:65.73 total_reward_ma:50.42 loss:0.003822 fps:1848 +frame:2.48e+06 wall_t:1342 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.5686 +2026-01-08 13:24:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:66.73 total_reward_ma:50.71 loss:-0.0007246 fps:1849 +frame:2.49e+06 wall_t:1347 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.5624 +2026-01-08 13:24:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:66.75 total_reward_ma:51.02 loss:-0.001996 fps:1849 +frame:2.50e+06 wall_t:1352 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.5629 +2026-01-08 13:24:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:65.75 total_reward_ma:51.30 loss:-0.004092 fps:1848 +frame:2.51e+06 wall_t:1358 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.5424 +2026-01-08 13:24:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:65.20 total_reward_ma:51.59 loss:-0.004067 fps:1850 +frame:2.52e+06 wall_t:1362 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.5561 +2026-01-08 13:24:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:64.98 total_reward_ma:51.87 loss:-0.002914 fps:1851 +frame:2.53e+06 wall_t:1367 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.5864 +2026-01-08 13:24:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:65.26 total_reward_ma:52.15 loss:0.0004056 fps:1851 +frame:2.54e+06 wall_t:1372 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.5599 +2026-01-08 13:24:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:65.32 total_reward_ma:52.43 loss:0.001181 fps:1852 +frame:2.55e+06 wall_t:1377 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.6159 +2026-01-08 13:24:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:65.98 total_reward_ma:52.71 loss:-0.001196 fps:1854 +frame:2.56e+06 wall_t:1381 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.5115 +2026-01-08 13:25:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:65.41 total_reward_ma:52.98 loss:0.001275 fps:1854 +frame:2.57e+06 wall_t:1386 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.5581 +2026-01-08 13:25:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:67.53 total_reward_ma:53.27 loss:-0.00566 fps:1855 +frame:2.58e+06 wall_t:1391 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.4668 +2026-01-08 13:25:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:67.71 total_reward_ma:53.55 loss:-0.004976 fps:1855 +frame:2.59e+06 wall_t:1396 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.5319 +2026-01-08 13:25:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:70.15 total_reward_ma:53.87 loss:-0.01045 fps:1856 +frame:2.60e+06 wall_t:1401 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.5603 +2026-01-08 13:25:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:70.95 total_reward_ma:54.19 loss:-0.005436 fps:1856 +frame:2.61e+06 wall_t:1406 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.5796 +2026-01-08 13:25:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:70.83 total_reward_ma:54.51 loss:-0.003031 fps:1857 +frame:2.62e+06 wall_t:1411 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.641 +2026-01-08 13:25:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:69.69 total_reward_ma:54.82 loss:-0.003411 fps:1857 +frame:2.63e+06 wall_t:1416 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.6055 +2026-01-08 13:25:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:71.09 total_reward_ma:55.13 loss:0.006991 fps:1857 +frame:2.64e+06 wall_t:1422 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.6054 +2026-01-08 13:25:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:72.43 total_reward_ma:55.46 loss:0.01883 fps:1857 +frame:2.65e+06 wall_t:1427 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.5391 +2026-01-08 13:25:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:75.37 total_reward_ma:55.81 loss:-0.0003318 fps:1858 +frame:2.66e+06 wall_t:1432 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.6131 +2026-01-08 13:25:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:75.03 total_reward_ma:56.16 loss:0.0007117 fps:1858 +frame:2.67e+06 wall_t:1437 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.5407 +2026-01-08 13:26:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:75.19 total_reward_ma:56.51 loss:-0.003673 fps:1859 +frame:2.68e+06 wall_t:1442 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.6013 +2026-01-08 13:26:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:76.97 total_reward_ma:56.88 loss:0.004991 fps:1860 +frame:2.69e+06 wall_t:1446 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.6087 +2026-01-08 13:26:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:77.70 total_reward_ma:57.26 loss:0.007447 fps:1861 +frame:2.70e+06 wall_t:1451 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.6098 +2026-01-08 13:26:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:75.62 total_reward_ma:57.61 loss:-0.0004233 fps:1861 +frame:2.71e+06 wall_t:1456 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.6009 +2026-01-08 13:26:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:75.84 total_reward_ma:57.96 loss:-0.002677 fps:1862 +frame:2.72e+06 wall_t:1461 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.5981 +2026-01-08 13:26:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:75.54 total_reward_ma:58.30 loss:-0.004455 fps:1861 +frame:2.73e+06 wall_t:1467 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.6371 +2026-01-08 13:26:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:75.02 total_reward_ma:58.64 loss:-0.004292 fps:1863 +frame:2.74e+06 wall_t:1471 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.588 +2026-01-08 13:26:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:74.14 total_reward_ma:58.96 loss:-0.0007398 fps:1864 +frame:2.75e+06 wall_t:1475 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.5956 +2026-01-08 13:26:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:74.94 total_reward_ma:59.29 loss:-0.002097 fps:1864 +frame:2.76e+06 wall_t:1481 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.6317 +2026-01-08 13:26:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:74.23 total_reward_ma:59.61 loss:-0.005614 fps:1864 +frame:2.77e+06 wall_t:1486 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.5976 +2026-01-08 13:26:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:74.72 total_reward_ma:59.93 loss:-0.008821 fps:1865 +frame:2.78e+06 wall_t:1491 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.537 +2026-01-08 13:26:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:72.80 total_reward_ma:60.22 loss:-0.006677 fps:1865 +frame:2.79e+06 wall_t:1496 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.617 +2026-01-08 13:26:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:71.87 total_reward_ma:60.50 loss:-0.005204 fps:1867 +frame:2.80e+06 wall_t:1500 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.5924 +2026-01-08 13:27:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:71.21 total_reward_ma:60.75 loss:-0.005 fps:1867 +frame:2.81e+06 wall_t:1505 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.535 +2026-01-08 13:27:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:68.99 total_reward_ma:60.98 loss:0.0005333 fps:1868 +frame:2.82e+06 wall_t:1510 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.5373 +2026-01-08 13:27:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:71.04 total_reward_ma:61.21 loss:-0.001486 fps:1869 +frame:2.83e+06 wall_t:1514 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.5697 +2026-01-08 13:27:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:72.56 total_reward_ma:61.47 loss:-0.008457 fps:1870 +frame:2.84e+06 wall_t:1519 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.5584 +2026-01-08 13:27:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:73.82 total_reward_ma:61.73 loss:0.00391 fps:1871 +frame:2.85e+06 wall_t:1523 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.5395 +2026-01-08 13:27:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:71.40 total_reward_ma:61.97 loss:-0.001517 fps:1871 +frame:2.86e+06 wall_t:1529 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.5212 +2026-01-08 13:27:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:73.17 total_reward_ma:62.23 loss:-0.00121 fps:1871 +frame:2.87e+06 wall_t:1534 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.548 +2026-01-08 13:27:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:74.22 total_reward_ma:62.47 loss:-0.005179 fps:1871 +frame:2.88e+06 wall_t:1539 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.6363 +2026-01-08 13:27:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:75.66 total_reward_ma:62.73 loss:0.003951 fps:1872 +frame:2.89e+06 wall_t:1544 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.5981 +2026-01-08 13:27:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:76.85 total_reward_ma:62.98 loss:0.002361 fps:1872 +frame:2.90e+06 wall_t:1549 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.5705 +2026-01-08 13:27:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:76.08 total_reward_ma:63.20 loss:0.000752 fps:1874 +frame:2.91e+06 wall_t:1553 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.5931 +2026-01-08 13:27:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:75.93 total_reward_ma:63.42 loss:-0.001566 fps:1874 +frame:2.92e+06 wall_t:1558 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.6382 +2026-01-08 13:28:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:76.92 total_reward_ma:63.67 loss:-0.001399 fps:1875 +frame:2.93e+06 wall_t:1563 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.5149 +2026-01-08 13:28:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:76.29 total_reward_ma:63.92 loss:0.001669 fps:1875 +frame:2.94e+06 wall_t:1568 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.6048 +2026-01-08 13:28:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:78.33 total_reward_ma:64.18 loss:0.00195 fps:1875 +frame:2.95e+06 wall_t:1573 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.5311 +2026-01-08 13:28:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:78.51 total_reward_ma:64.43 loss:-0.005613 fps:1877 +frame:2.96e+06 wall_t:1577 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.5905 +2026-01-08 13:28:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:80.38 total_reward_ma:64.69 loss:-0.001889 fps:1877 +frame:2.97e+06 wall_t:1582 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.626 +2026-01-08 13:28:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:81.81 total_reward_ma:64.97 loss:0.004926 fps:1878 +frame:2.98e+06 wall_t:1587 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.6303 +2026-01-08 13:28:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:81.22 total_reward_ma:65.27 loss:-0.001214 fps:1879 +frame:2.99e+06 wall_t:1591 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.6298 +2026-01-08 13:28:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:80.07 total_reward_ma:65.55 loss:0.0003591 fps:1881 +frame:3.00e+06 wall_t:1595 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.6576 +2026-01-08 13:28:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:79.60 total_reward_ma:65.81 loss:0.002289 fps:1881 +frame:3.01e+06 wall_t:1600 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.6113 +2026-01-08 13:28:43 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:77.24 total_reward_ma:66.04 loss:-0.0001371 fps:1882 +frame:3.02e+06 wall_t:1605 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.6139 +2026-01-08 13:28:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:76.47 total_reward_ma:66.28 loss:0.002284 fps:1882 +frame:3.03e+06 wall_t:1610 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.5994 +2026-01-08 13:28:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:76.35 total_reward_ma:66.51 loss:-0.00159 fps:1882 +frame:3.04e+06 wall_t:1615 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.5627 +2026-01-08 13:28:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:77.14 total_reward_ma:66.75 loss:-0.004103 fps:1883 +frame:3.05e+06 wall_t:1620 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.5581 +2026-01-08 13:29:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:81.13 total_reward_ma:66.99 loss:0.01818 fps:1882 +frame:3.06e+06 wall_t:1626 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.5973 +2026-01-08 13:29:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:81.16 total_reward_ma:67.24 loss:0.001742 fps:1883 +frame:3.07e+06 wall_t:1630 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.6002 +2026-01-08 13:29:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:81.09 total_reward_ma:67.48 loss:0.001612 fps:1885 +frame:3.08e+06 wall_t:1634 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.6393 +2026-01-08 13:29:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:76.02 total_reward_ma:67.69 loss:-0.003546 fps:1885 +frame:3.09e+06 wall_t:1639 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.5015 +2026-01-08 13:29:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:77.18 total_reward_ma:67.88 loss:0.003017 fps:1886 +frame:3.10e+06 wall_t:1644 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.6505 +2026-01-08 13:29:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:74.24 total_reward_ma:68.03 loss:-0.004951 fps:1887 +frame:3.11e+06 wall_t:1648 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.6184 +2026-01-08 13:29:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:77.05 total_reward_ma:68.19 loss:0.001037 fps:1887 +frame:3.12e+06 wall_t:1653 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.5732 +2026-01-08 13:29:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:82.28 total_reward_ma:68.41 loss:0.01543 fps:1889 +frame:3.13e+06 wall_t:1657 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.6189 +2026-01-08 13:29:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:85.49 total_reward_ma:68.68 loss:0.01062 fps:1888 +frame:3.14e+06 wall_t:1663 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.5864 +2026-01-08 13:29:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:88.29 total_reward_ma:68.97 loss:0.01587 fps:1888 +frame:3.15e+06 wall_t:1668 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.6173 +2026-01-08 13:29:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:90.86 total_reward_ma:69.29 loss:0.002723 fps:1890 +frame:3.16e+06 wall_t:1672 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.6234 +2026-01-08 13:29:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:91.14 total_reward_ma:69.62 loss:-0.0001526 fps:1890 +frame:3.17e+06 wall_t:1677 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.6087 +2026-01-08 13:30:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:90.38 total_reward_ma:69.96 loss:-0.0002522 fps:1891 +frame:3.18e+06 wall_t:1682 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.6408 +2026-01-08 13:30:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:90.33 total_reward_ma:70.30 loss:-0.0002033 fps:1892 +frame:3.19e+06 wall_t:1686 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.634 +2026-01-08 13:30:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:88.12 total_reward_ma:70.61 loss:-0.001966 fps:1892 +frame:3.20e+06 wall_t:1691 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.5779 +2026-01-08 13:30:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:88.55 total_reward_ma:70.92 loss:-0.0007258 fps:1893 +frame:3.21e+06 wall_t:1696 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.6043 +2026-01-08 13:30:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:88.82 total_reward_ma:71.25 loss:0.002348 fps:1894 +frame:3.22e+06 wall_t:1700 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.5887 +2026-01-08 13:30:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:88.06 total_reward_ma:71.62 loss:0.00719 fps:1894 +frame:3.23e+06 wall_t:1705 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.6101 +2026-01-08 13:30:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:92.02 total_reward_ma:72.02 loss:0.01375 fps:1895 +frame:3.24e+06 wall_t:1710 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.6401 +2026-01-08 13:30:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:90.85 total_reward_ma:72.42 loss:-0.0004259 fps:1896 +frame:3.25e+06 wall_t:1714 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.6762 +2026-01-08 13:30:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:86.17 total_reward_ma:72.78 loss:0.00934 fps:1896 +frame:3.26e+06 wall_t:1719 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.6279 +2026-01-08 13:30:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:86.74 total_reward_ma:73.14 loss:0.0317 fps:1898 +frame:3.27e+06 wall_t:1723 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.6346 +2026-01-08 13:30:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:88.58 total_reward_ma:73.53 loss:0.007394 fps:1898 +frame:3.28e+06 wall_t:1728 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.7088 +2026-01-08 13:30:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:85.77 total_reward_ma:73.88 loss:-0.002976 fps:1897 +frame:3.29e+06 wall_t:1734 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.688 +2026-01-08 13:30:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:87.55 total_reward_ma:74.24 loss:0.00923 fps:1898 +frame:3.30e+06 wall_t:1739 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.6853 +2026-01-08 13:31:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:90.25 total_reward_ma:74.63 loss:0.008273 fps:1898 +frame:3.31e+06 wall_t:1744 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.696 +2026-01-08 13:31:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:88.13 total_reward_ma:74.99 loss:0.006696 fps:1898 +frame:3.32e+06 wall_t:1749 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.719 +2026-01-08 13:31:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:88.24 total_reward_ma:75.34 loss:-0.0008647 fps:1899 +frame:3.33e+06 wall_t:1754 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.6604 +2026-01-08 13:31:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:91.86 total_reward_ma:75.71 loss:0.01836 fps:1899 +frame:3.34e+06 wall_t:1759 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.6965 +2026-01-08 13:31:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:95.56 total_reward_ma:76.11 loss:0.006634 fps:1900 +frame:3.35e+06 wall_t:1763 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.6997 +2026-01-08 13:31:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:95.89 total_reward_ma:76.48 loss:0.007681 fps:1900 +frame:3.36e+06 wall_t:1768 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.716 +2026-01-08 13:31:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:92.34 total_reward_ma:76.80 loss:-0.005952 fps:1901 +frame:3.37e+06 wall_t:1773 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.732 +2026-01-08 13:31:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:92.57 total_reward_ma:77.10 loss:-0.0009956 fps:1901 +frame:3.38e+06 wall_t:1778 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.6385 +2026-01-08 13:31:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:94.29 total_reward_ma:77.40 loss:0.00406 fps:1901 +frame:3.39e+06 wall_t:1783 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.7531 +2026-01-08 13:31:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:92.87 total_reward_ma:77.69 loss:0.004369 fps:1902 +frame:3.40e+06 wall_t:1788 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.6968 +2026-01-08 13:31:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:86.96 total_reward_ma:77.90 loss:-0.0001624 fps:1902 +frame:3.41e+06 wall_t:1793 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.6584 +2026-01-08 13:31:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:88.56 total_reward_ma:78.13 loss:-0.002988 fps:1903 +frame:3.42e+06 wall_t:1797 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.6346 +2026-01-08 13:32:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:93.69 total_reward_ma:78.40 loss:-0.0006348 fps:1903 +frame:3.43e+06 wall_t:1802 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.7214 +2026-01-08 13:32:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:90.50 total_reward_ma:78.63 loss:0.005743 fps:1904 +frame:3.44e+06 wall_t:1807 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.7262 +2026-01-08 13:32:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:91.40 total_reward_ma:78.87 loss:0.007994 fps:1905 +frame:3.45e+06 wall_t:1811 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.6524 +2026-01-08 13:32:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:92.08 total_reward_ma:79.14 loss:0.004174 fps:1905 +frame:3.46e+06 wall_t:1816 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.6457 +2026-01-08 13:32:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:91.69 total_reward_ma:79.38 loss:-0.0004035 fps:1906 +frame:3.47e+06 wall_t:1821 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.7114 +2026-01-08 13:32:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:89.89 total_reward_ma:79.63 loss:0.009452 fps:1907 +frame:3.48e+06 wall_t:1825 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.6534 +2026-01-08 13:32:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:89.42 total_reward_ma:79.85 loss:-0.004246 fps:1907 +frame:3.49e+06 wall_t:1830 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.7013 +2026-01-08 13:32:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:92.41 total_reward_ma:80.11 loss:0.01136 fps:1908 +frame:3.50e+06 wall_t:1834 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.6654 +2026-01-08 13:32:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:95.54 total_reward_ma:80.41 loss:0.01994 fps:1909 +frame:3.51e+06 wall_t:1839 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.6564 +2026-01-08 13:32:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:95.04 total_reward_ma:80.71 loss:0.003018 fps:1909 +frame:3.52e+06 wall_t:1844 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.695 +2026-01-08 13:32:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:94.59 total_reward_ma:81.00 loss:-0.001631 fps:1909 +frame:3.53e+06 wall_t:1849 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.6534 +2026-01-08 13:32:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:95.67 total_reward_ma:81.31 loss:-0.001908 fps:1910 +frame:3.54e+06 wall_t:1853 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.6709 +2026-01-08 13:32:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:96.35 total_reward_ma:81.62 loss:0.004618 fps:1911 +frame:3.55e+06 wall_t:1858 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.6673 +2026-01-08 13:33:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:92.97 total_reward_ma:81.89 loss:0.01993 fps:1911 +frame:3.56e+06 wall_t:1863 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.5889 +2026-01-08 13:33:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:93.43 total_reward_ma:82.17 loss:0.004181 fps:1911 +frame:3.57e+06 wall_t:1868 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.6073 +2026-01-08 13:33:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:98.20 total_reward_ma:82.47 loss:0.02401 fps:1911 +frame:3.58e+06 wall_t:1873 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.613 +2026-01-08 13:33:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:100.02 total_reward_ma:82.80 loss:0.0003945 fps:1913 +frame:3.59e+06 wall_t:1877 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.6439 +2026-01-08 13:33:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:100.53 total_reward_ma:83.10 loss:0.0007616 fps:1914 +frame:3.60e+06 wall_t:1881 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.6499 +2026-01-08 13:33:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:100.01 total_reward_ma:83.39 loss:-0.0006304 fps:1914 +frame:3.61e+06 wall_t:1886 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.6738 +2026-01-08 13:33:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:96.49 total_reward_ma:83.65 loss:0.005201 fps:1914 +frame:3.62e+06 wall_t:1891 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.6758 +2026-01-08 13:33:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:97.33 total_reward_ma:83.92 loss:0.003275 fps:1915 +frame:3.63e+06 wall_t:1896 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.6419 +2026-01-08 13:33:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:94.01 total_reward_ma:84.15 loss:0.01477 fps:1915 +frame:3.64e+06 wall_t:1901 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.6097 +2026-01-08 13:33:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:94.81 total_reward_ma:84.38 loss:0.001635 fps:1915 +frame:3.65e+06 wall_t:1906 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.6107 +2026-01-08 13:33:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:93.52 total_reward_ma:84.56 loss:0.003281 fps:1915 +frame:3.66e+06 wall_t:1911 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.6396 +2026-01-08 13:33:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:94.81 total_reward_ma:84.76 loss:0.003218 fps:1916 +frame:3.67e+06 wall_t:1915 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.6762 +2026-01-08 13:33:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:96.19 total_reward_ma:84.97 loss:0.005755 fps:1918 +frame:3.68e+06 wall_t:1919 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.6615 +2026-01-08 13:34:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:97.86 total_reward_ma:85.18 loss:0.0004093 fps:1918 +frame:3.69e+06 wall_t:1924 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.6203 +2026-01-08 13:34:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:96.76 total_reward_ma:85.37 loss:0.001901 fps:1918 +frame:3.70e+06 wall_t:1929 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.6111 +2026-01-08 13:34:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:98.94 total_reward_ma:85.60 loss:0.003429 fps:1918 +frame:3.71e+06 wall_t:1934 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.5718 +2026-01-08 13:34:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:97.78 total_reward_ma:85.82 loss:0.01423 fps:1919 +frame:3.72e+06 wall_t:1939 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.6625 +2026-01-08 13:34:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:101.73 total_reward_ma:86.08 loss:-0.003207 fps:1918 +frame:3.73e+06 wall_t:1945 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.5827 +2026-01-08 13:34:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:101.50 total_reward_ma:86.35 loss:0.0008138 fps:1918 +frame:3.74e+06 wall_t:1950 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.579 +2026-01-08 13:34:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:104.60 total_reward_ma:86.65 loss:0.01533 fps:1918 +frame:3.75e+06 wall_t:1955 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.5626 +2026-01-08 13:34:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:111.03 total_reward_ma:87.01 loss:0.01098 fps:1919 +frame:3.76e+06 wall_t:1959 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.639 +2026-01-08 13:34:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:112.88 total_reward_ma:87.40 loss:0.007027 fps:1921 +frame:3.77e+06 wall_t:1963 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.6195 +2026-01-08 13:34:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:114.42 total_reward_ma:87.79 loss:0.01889 fps:1921 +frame:3.78e+06 wall_t:1968 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.5989 +2026-01-08 13:34:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:115.28 total_reward_ma:88.22 loss:0.008916 fps:1921 +frame:3.79e+06 wall_t:1973 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.6715 +2026-01-08 13:34:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:115.31 total_reward_ma:88.65 loss:0.006501 fps:1920 +frame:3.80e+06 wall_t:1979 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.5804 +2026-01-08 13:35:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:116.00 total_reward_ma:89.10 loss:0.006879 fps:1920 +frame:3.81e+06 wall_t:1984 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.603 +2026-01-08 13:35:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:120.55 total_reward_ma:89.62 loss:0.001721 fps:1922 +frame:3.82e+06 wall_t:1988 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.6267 +2026-01-08 13:35:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:120.13 total_reward_ma:90.11 loss:0.008245 fps:1922 +frame:3.83e+06 wall_t:1993 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.6418 +2026-01-08 13:35:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:119.01 total_reward_ma:90.57 loss:0.003344 fps:1922 +frame:3.84e+06 wall_t:1998 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.6022 +2026-01-08 13:35:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:120.19 total_reward_ma:91.04 loss:0.0141 fps:1922 +frame:3.85e+06 wall_t:2003 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.6594 +2026-01-08 13:35:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:120.32 total_reward_ma:91.53 loss:0.0005136 fps:1922 +frame:3.86e+06 wall_t:2008 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.6002 +2026-01-08 13:35:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:119.07 total_reward_ma:91.98 loss:0.01301 fps:1923 +frame:3.87e+06 wall_t:2012 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.6097 +2026-01-08 13:35:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:117.29 total_reward_ma:92.41 loss:0.003603 fps:1924 +frame:3.88e+06 wall_t:2017 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.6798 +2026-01-08 13:35:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:116.62 total_reward_ma:92.82 loss:0.01297 fps:1924 +frame:3.89e+06 wall_t:2022 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.6499 +2026-01-08 13:35:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:113.49 total_reward_ma:93.19 loss:-0.003611 fps:1924 +frame:3.90e+06 wall_t:2027 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.6328 +2026-01-08 13:35:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:114.40 total_reward_ma:93.57 loss:0.002111 fps:1924 +frame:3.91e+06 wall_t:2032 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.6016 +2026-01-08 13:35:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:119.39 total_reward_ma:94.01 loss:0.009428 fps:1924 +frame:3.92e+06 wall_t:2037 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.6953 +2026-01-08 13:35:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:118.60 total_reward_ma:94.43 loss:0.003381 fps:1926 +frame:3.93e+06 wall_t:2041 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.6756 +2026-01-08 13:36:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:120.56 total_reward_ma:94.87 loss:0.004905 fps:1926 +frame:3.94e+06 wall_t:2046 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.6227 +2026-01-08 13:36:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:125.41 total_reward_ma:95.34 loss:0.002492 fps:1927 +frame:3.95e+06 wall_t:2050 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.609 +2026-01-08 13:36:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:125.35 total_reward_ma:95.81 loss:0.00569 fps:1927 +frame:3.96e+06 wall_t:2055 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.623 +2026-01-08 13:36:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:125.44 total_reward_ma:96.26 loss:0.004738 fps:1928 +frame:3.97e+06 wall_t:2059 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.6521 +2026-01-08 13:36:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:128.20 total_reward_ma:96.72 loss:0.01161 fps:1928 +frame:3.98e+06 wall_t:2064 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.5922 +2026-01-08 13:36:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:129.30 total_reward_ma:97.20 loss:0.002314 fps:1928 +frame:3.99e+06 wall_t:2069 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.6321 +2026-01-08 13:36:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:127.46 total_reward_ma:97.68 loss:0.007317 fps:1930 +frame:4.00e+06 wall_t:2073 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.6326 +2026-01-08 13:36:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:128.81 total_reward_ma:98.17 loss:0.02109 fps:1930 +frame:4.01e+06 wall_t:2078 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.6445 +2026-01-08 13:36:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:126.87 total_reward_ma:98.66 loss:0.02407 fps:1931 +frame:4.02e+06 wall_t:2082 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.5432 +2026-01-08 13:36:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:128.91 total_reward_ma:99.19 loss:0.01955 fps:1931 +frame:4.03e+06 wall_t:2087 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.6436 +2026-01-08 13:36:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:133.99 total_reward_ma:99.77 loss:0.004626 fps:1931 +frame:4.04e+06 wall_t:2092 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.6402 +2026-01-08 13:36:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:131.11 total_reward_ma:100.31 loss:0.001591 fps:1932 +frame:4.05e+06 wall_t:2096 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.6596 +2026-01-08 13:36:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:131.51 total_reward_ma:100.81 loss:0.00341 fps:1932 +frame:4.06e+06 wall_t:2101 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.6317 +2026-01-08 13:37:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:122.68 total_reward_ma:101.22 loss:0.01395 fps:1933 +frame:4.07e+06 wall_t:2105 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.638 +2026-01-08 13:37:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:128.18 total_reward_ma:101.70 loss:0.01797 fps:1933 +frame:4.08e+06 wall_t:2111 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.6294 +2026-01-08 13:37:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:130.14 total_reward_ma:102.24 loss:0.02977 fps:1933 +frame:4.09e+06 wall_t:2116 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.6898 +2026-01-08 13:37:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:130.42 total_reward_ma:102.77 loss:0.006553 fps:1934 +frame:4.10e+06 wall_t:2120 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.6958 +2026-01-08 13:37:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:130.84 total_reward_ma:103.33 loss:0.00795 fps:1934 +frame:4.11e+06 wall_t:2125 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.6403 +2026-01-08 13:37:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:129.20 total_reward_ma:103.86 loss:0.003379 fps:1934 +frame:4.12e+06 wall_t:2130 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.6951 +2026-01-08 13:37:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:128.56 total_reward_ma:104.32 loss:-0.0007364 fps:1934 +frame:4.13e+06 wall_t:2135 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.7255 +2026-01-08 13:37:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:129.07 total_reward_ma:104.75 loss:0.01385 fps:1935 +frame:4.14e+06 wall_t:2140 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.6821 +2026-01-08 13:37:43 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:132.65 total_reward_ma:105.20 loss:0.003036 fps:1935 +frame:4.15e+06 wall_t:2145 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.6074 +2026-01-08 13:37:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:128.01 total_reward_ma:105.57 loss:0.009361 fps:1935 +frame:4.16e+06 wall_t:2150 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.6858 +2026-01-08 13:37:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:129.10 total_reward_ma:105.95 loss:0.01028 fps:1936 +frame:4.17e+06 wall_t:2154 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.7086 +2026-01-08 13:37:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:125.17 total_reward_ma:106.30 loss:-0.0002077 fps:1936 +frame:4.18e+06 wall_t:2159 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.7254 +2026-01-08 13:38:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:119.50 total_reward_ma:106.59 loss:0.007066 fps:1936 +frame:4.19e+06 wall_t:2164 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.733 +2026-01-08 13:38:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:121.98 total_reward_ma:106.93 loss:7.823e-06 fps:1937 +frame:4.20e+06 wall_t:2168 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.7027 +2026-01-08 13:38:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:124.05 total_reward_ma:107.28 loss:0.01023 fps:1937 +frame:4.21e+06 wall_t:2173 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.6971 +2026-01-08 13:38:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:120.32 total_reward_ma:107.60 loss:-4.577e-05 fps:1938 +frame:4.22e+06 wall_t:2178 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.6905 +2026-01-08 13:38:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:114.23 total_reward_ma:107.86 loss:-9.852e-05 fps:1939 +frame:4.23e+06 wall_t:2182 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.6737 +2026-01-08 13:38:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:113.77 total_reward_ma:108.08 loss:-0.00571 fps:1939 +frame:4.24e+06 wall_t:2187 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.715 +2026-01-08 13:38:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:112.29 total_reward_ma:108.29 loss:-0.002695 fps:1939 +frame:4.25e+06 wall_t:2192 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.6337 +2026-01-08 13:38:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:109.57 total_reward_ma:108.53 loss:0.0216 fps:1940 +frame:4.26e+06 wall_t:2196 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.6624 +2026-01-08 13:38:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:118.90 total_reward_ma:108.85 loss:0.006121 fps:1940 +frame:4.27e+06 wall_t:2201 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.692 +2026-01-08 13:38:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:118.09 total_reward_ma:109.14 loss:0.03504 fps:1940 +frame:4.28e+06 wall_t:2206 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.7317 +2026-01-08 13:38:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:117.19 total_reward_ma:109.46 loss:0.01091 fps:1939 +frame:4.29e+06 wall_t:2212 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.6227 +2026-01-08 13:38:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:120.13 total_reward_ma:109.78 loss:0.01958 fps:1940 +frame:4.30e+06 wall_t:2217 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.6566 +2026-01-08 13:38:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:127.40 total_reward_ma:110.15 loss:0.01355 fps:1940 +frame:4.31e+06 wall_t:2222 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.6817 +2026-01-08 13:39:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:129.90 total_reward_ma:110.57 loss:-0.001278 fps:1940 +frame:4.32e+06 wall_t:2227 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.6598 +2026-01-08 13:39:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:132.79 total_reward_ma:111.02 loss:0.03214 fps:1940 +frame:4.33e+06 wall_t:2232 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.6543 +2026-01-08 13:39:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:139.80 total_reward_ma:111.50 loss:0.05891 fps:1941 +frame:4.34e+06 wall_t:2236 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.6162 +2026-01-08 13:39:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:143.22 total_reward_ma:111.97 loss:0.02637 fps:1941 +frame:4.35e+06 wall_t:2241 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.6597 +2026-01-08 13:39:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:149.03 total_reward_ma:112.50 loss:0.006786 fps:1942 +frame:4.36e+06 wall_t:2245 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.6613 +2026-01-08 13:39:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:146.89 total_reward_ma:113.05 loss:0.00445 fps:1942 +frame:4.37e+06 wall_t:2250 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.6483 +2026-01-08 13:39:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:154.94 total_reward_ma:113.67 loss:0.007807 fps:1942 +frame:4.38e+06 wall_t:2255 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.7256 +2026-01-08 13:39:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:161.47 total_reward_ma:114.35 loss:0.02427 fps:1942 +frame:4.39e+06 wall_t:2260 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.6788 +2026-01-08 13:39:43 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:160.65 total_reward_ma:115.02 loss:0.01879 fps:1943 +frame:4.40e+06 wall_t:2265 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.6868 +2026-01-08 13:39:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:163.59 total_reward_ma:115.79 loss:0.01296 fps:1943 +frame:4.41e+06 wall_t:2270 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.7263 +2026-01-08 13:39:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:166.25 total_reward_ma:116.57 loss:0.03649 fps:1944 +frame:4.42e+06 wall_t:2274 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.6769 +2026-01-08 13:39:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:163.34 total_reward_ma:117.26 loss:0.02093 fps:1944 +frame:4.43e+06 wall_t:2279 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.7161 +2026-01-08 13:40:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:162.48 total_reward_ma:117.98 loss:-0.008797 fps:1945 +frame:4.44e+06 wall_t:2283 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.64 +2026-01-08 13:40:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:163.90 total_reward_ma:118.71 loss:0.008639 fps:1946 +frame:4.45e+06 wall_t:2287 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.7391 +2026-01-08 13:40:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:159.30 total_reward_ma:119.38 loss:0.02836 fps:1946 +frame:4.46e+06 wall_t:2292 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.7019 +2026-01-08 13:40:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:158.24 total_reward_ma:120.05 loss:0.01813 fps:1946 +frame:4.47e+06 wall_t:2297 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.6744 +2026-01-08 13:40:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:159.28 total_reward_ma:120.74 loss:-0.008639 fps:1947 +frame:4.48e+06 wall_t:2301 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.6931 +2026-01-08 13:40:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:163.30 total_reward_ma:121.48 loss:0.01191 fps:1947 +frame:4.49e+06 wall_t:2306 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.6729 +2026-01-08 13:40:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:161.00 total_reward_ma:122.16 loss:0.004393 fps:1946 +frame:4.50e+06 wall_t:2312 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.6577 +2026-01-08 13:40:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:160.17 total_reward_ma:122.81 loss:0.009507 fps:1946 +frame:4.51e+06 wall_t:2317 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.6438 +2026-01-08 13:40:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:156.99 total_reward_ma:123.43 loss:0.003744 fps:1947 +frame:4.52e+06 wall_t:2322 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.61 +2026-01-08 13:40:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:162.53 total_reward_ma:124.11 loss:0.02206 fps:1948 +frame:4.53e+06 wall_t:2326 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.6919 +2026-01-08 13:40:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:156.46 total_reward_ma:124.72 loss:-0.008219 fps:1947 +frame:4.54e+06 wall_t:2332 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.6309 +2026-01-08 13:40:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:153.74 total_reward_ma:125.29 loss:0.009825 fps:1948 +frame:4.55e+06 wall_t:2336 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.65 +2026-01-08 13:40:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:157.10 total_reward_ma:125.93 loss:0.02724 fps:1948 +frame:4.56e+06 wall_t:2341 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.7038 +2026-01-08 13:41:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:157.31 total_reward_ma:126.57 loss:0.01764 fps:1948 +frame:4.57e+06 wall_t:2346 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.7076 +2026-01-08 13:41:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:156.74 total_reward_ma:127.16 loss:0.01313 fps:1948 +frame:4.58e+06 wall_t:2351 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.7107 +2026-01-08 13:41:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:156.12 total_reward_ma:127.72 loss:0.02874 fps:1949 +frame:4.59e+06 wall_t:2355 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.7061 +2026-01-08 13:41:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:159.69 total_reward_ma:128.31 loss:0.01471 fps:1949 +frame:4.60e+06 wall_t:2360 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.6612 +2026-01-08 13:41:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:168.05 total_reward_ma:128.99 loss:0.01178 fps:1950 +frame:4.61e+06 wall_t:2364 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.6564 +2026-01-08 13:41:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:172.19 total_reward_ma:129.75 loss:0.04383 fps:1950 +frame:4.62e+06 wall_t:2369 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.7095 +2026-01-08 13:41:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:177.79 total_reward_ma:130.55 loss:0.01443 fps:1950 +frame:4.63e+06 wall_t:2374 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.6579 +2026-01-08 13:41:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.12 total_reward_ma:131.37 loss:0.01816 fps:1950 +frame:4.64e+06 wall_t:2380 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.7349 +2026-01-08 13:41:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:169.83 total_reward_ma:132.12 loss:-0.0005402 fps:1951 +frame:4.65e+06 wall_t:2384 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.671 +2026-01-08 13:41:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:166.98 total_reward_ma:132.86 loss:0.0312 fps:1951 +frame:4.66e+06 wall_t:2389 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.6154 +2026-01-08 13:41:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:170.50 total_reward_ma:133.61 loss:0.02645 fps:1951 +frame:4.67e+06 wall_t:2394 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.7597 +2026-01-08 13:41:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:167.46 total_reward_ma:134.33 loss:0.003251 fps:1951 +frame:4.68e+06 wall_t:2399 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.7438 +2026-01-08 13:42:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:159.41 total_reward_ma:134.94 loss:-0.001137 fps:1952 +frame:4.69e+06 wall_t:2403 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.6896 +2026-01-08 13:42:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:159.52 total_reward_ma:135.57 loss:0.01049 fps:1952 +frame:4.70e+06 wall_t:2408 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.6801 +2026-01-08 13:42:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:154.59 total_reward_ma:136.13 loss:0.03062 fps:1953 +frame:4.71e+06 wall_t:2412 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.692 +2026-01-08 13:42:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:149.82 total_reward_ma:136.65 loss:0.00154 fps:1952 +frame:4.72e+06 wall_t:2418 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.7251 +2026-01-08 13:42:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:148.07 total_reward_ma:137.11 loss:0.01954 fps:1952 +frame:4.73e+06 wall_t:2423 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.6997 +2026-01-08 13:42:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:147.84 total_reward_ma:137.57 loss:0.01669 fps:1953 +frame:4.74e+06 wall_t:2427 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.7454 +2026-01-08 13:42:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:142.49 total_reward_ma:137.95 loss:0.02933 fps:1953 +frame:4.75e+06 wall_t:2432 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.7031 +2026-01-08 13:42:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:134.58 total_reward_ma:138.19 loss:0.01226 fps:1953 +frame:4.76e+06 wall_t:2437 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.7201 +2026-01-08 13:42:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:133.67 total_reward_ma:138.40 loss:-0.002828 fps:1953 +frame:4.77e+06 wall_t:2442 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.7067 +2026-01-08 13:42:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:128.54 total_reward_ma:138.54 loss:0.01844 fps:1954 +frame:4.78e+06 wall_t:2446 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.6943 +2026-01-08 13:42:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:129.49 total_reward_ma:138.68 loss:0.02693 fps:1954 +frame:4.79e+06 wall_t:2451 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.6962 +2026-01-08 13:42:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:132.17 total_reward_ma:138.85 loss:0.002737 fps:1954 +frame:4.80e+06 wall_t:2456 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.7159 +2026-01-08 13:42:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:127.46 total_reward_ma:138.96 loss:0.01966 fps:1954 +frame:4.81e+06 wall_t:2461 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.7187 +2026-01-08 13:43:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:122.88 total_reward_ma:138.99 loss:0.01792 fps:1955 +frame:4.82e+06 wall_t:2466 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.6842 +2026-01-08 13:43:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:128.16 total_reward_ma:139.07 loss:0.002781 fps:1955 +frame:4.83e+06 wall_t:2471 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.7136 +2026-01-08 13:43:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:126.86 total_reward_ma:139.14 loss:0.01165 fps:1956 +frame:4.84e+06 wall_t:2475 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.6806 +2026-01-08 13:43:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:128.29 total_reward_ma:139.23 loss:0.01972 fps:1956 +frame:4.85e+06 wall_t:2480 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.6962 +2026-01-08 13:43:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:131.98 total_reward_ma:139.34 loss:0.01254 fps:1956 +frame:4.86e+06 wall_t:2485 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.6964 +2026-01-08 13:43:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:135.00 total_reward_ma:139.50 loss:0.004739 fps:1957 +frame:4.87e+06 wall_t:2489 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.6825 +2026-01-08 13:43:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:133.95 total_reward_ma:139.67 loss:0.02724 fps:1957 +frame:4.88e+06 wall_t:2494 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.6614 +2026-01-08 13:43:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:132.99 total_reward_ma:139.83 loss:0.01756 fps:1957 +frame:4.89e+06 wall_t:2499 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.7101 +2026-01-08 13:43:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:138.67 total_reward_ma:140.08 loss:0.0174 fps:1957 +frame:4.90e+06 wall_t:2504 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.716 +2026-01-08 13:43:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:136.94 total_reward_ma:140.31 loss:0.01784 fps:1957 +frame:4.91e+06 wall_t:2509 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.682 +2026-01-08 13:43:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:132.39 total_reward_ma:140.44 loss:0.01871 fps:1958 +frame:4.92e+06 wall_t:2513 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.6532 +2026-01-08 13:43:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:138.02 total_reward_ma:140.63 loss:0.01323 fps:1958 +frame:4.93e+06 wall_t:2518 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.704 +2026-01-08 13:44:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:141.79 total_reward_ma:140.85 loss:0.01676 fps:1958 +frame:4.94e+06 wall_t:2523 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.7196 +2026-01-08 13:44:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:142.35 total_reward_ma:141.01 loss:0.01297 fps:1959 +frame:4.95e+06 wall_t:2527 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.6887 +2026-01-08 13:44:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:139.19 total_reward_ma:141.15 loss:-0.01122 fps:1959 +frame:4.96e+06 wall_t:2532 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.7403 +2026-01-08 13:44:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:141.06 total_reward_ma:141.31 loss:-0.004533 fps:1959 +frame:4.97e+06 wall_t:2537 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.764 +2026-01-08 13:44:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:141.09 total_reward_ma:141.44 loss:0.01691 fps:1958 +frame:4.98e+06 wall_t:2543 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.7201 +2026-01-08 13:44:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:144.96 total_reward_ma:141.59 loss:0.02778 fps:1959 +frame:4.99e+06 wall_t:2547 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.6291 +2026-01-08 13:44:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:145.97 total_reward_ma:141.78 loss:0.01482 fps:1959 +frame:5.00e+06 wall_t:2552 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.7192 +2026-01-08 13:44:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:144.52 total_reward_ma:141.94 loss:0.02205 fps:1960 +frame:5.01e+06 wall_t:2556 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.6934 +2026-01-08 13:44:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:146.77 total_reward_ma:142.14 loss:0.011 fps:1960 +frame:5.02e+06 wall_t:2561 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.6479 +2026-01-08 13:44:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:149.51 total_reward_ma:142.34 loss:0.007433 fps:1960 +frame:5.03e+06 wall_t:2566 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.7264 +2026-01-08 13:44:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:153.07 total_reward_ma:142.53 loss:0.01921 fps:1961 +frame:5.04e+06 wall_t:2570 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.7022 +2026-01-08 13:44:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:154.25 total_reward_ma:142.76 loss:0.0248 fps:1960 +frame:5.05e+06 wall_t:2576 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.7186 +2026-01-08 13:44:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:155.36 total_reward_ma:143.00 loss:0.02509 fps:1960 +frame:5.06e+06 wall_t:2581 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.7527 +2026-01-08 13:45:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:160.09 total_reward_ma:143.38 loss:0.02005 fps:1960 +frame:5.07e+06 wall_t:2587 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.6729 +2026-01-08 13:45:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:158.97 total_reward_ma:143.68 loss:0.07838 fps:1960 +frame:5.08e+06 wall_t:2592 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.6603 +2026-01-08 13:45:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:156.16 total_reward_ma:143.94 loss:0.007044 fps:1960 +frame:5.09e+06 wall_t:2597 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.6657 +2026-01-08 13:45:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:155.21 total_reward_ma:144.19 loss:0.01751 fps:1959 +frame:5.10e+06 wall_t:2603 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.6988 +2026-01-08 13:45:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:160.72 total_reward_ma:144.49 loss:0.04345 fps:1960 +frame:5.11e+06 wall_t:2607 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.6545 +2026-01-08 13:45:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:171.00 total_reward_ma:144.91 loss:0.03592 fps:1960 +frame:5.12e+06 wall_t:2612 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.7001 +2026-01-08 13:45:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.64 total_reward_ma:145.39 loss:0.005475 fps:1961 +frame:5.13e+06 wall_t:2616 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.6474 +2026-01-08 13:45:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:178.15 total_reward_ma:145.88 loss:0.01757 fps:1961 +frame:5.14e+06 wall_t:2621 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.7204 +2026-01-08 13:45:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:175.12 total_reward_ma:146.31 loss:0.01696 fps:1961 +frame:5.15e+06 wall_t:2626 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.7192 +2026-01-08 13:45:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:173.53 total_reward_ma:146.76 loss:0.02304 fps:1961 +frame:5.16e+06 wall_t:2631 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.7247 +2026-01-08 13:45:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:172.36 total_reward_ma:147.19 loss:0.02346 fps:1961 +frame:5.17e+06 wall_t:2636 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.7392 +2026-01-08 13:45:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.23 total_reward_ma:147.70 loss:0.02382 fps:1961 +frame:5.18e+06 wall_t:2641 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.765 +2026-01-08 13:46:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:174.64 total_reward_ma:148.26 loss:0.006169 fps:1962 +frame:5.19e+06 wall_t:2645 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.771 +2026-01-08 13:46:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:168.39 total_reward_ma:148.72 loss:0.01151 fps:1962 +frame:5.20e+06 wall_t:2650 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.7942 +2026-01-08 13:46:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:167.40 total_reward_ma:149.15 loss:0.01336 fps:1962 +frame:5.21e+06 wall_t:2655 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.7727 +2026-01-08 13:46:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:161.22 total_reward_ma:149.56 loss:0.008881 fps:1963 +frame:5.22e+06 wall_t:2659 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.7859 +2026-01-08 13:46:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:156.90 total_reward_ma:149.99 loss:0.000918 fps:1962 +frame:5.23e+06 wall_t:2665 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.719 +2026-01-08 13:46:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:157.52 total_reward_ma:150.43 loss:0.05565 fps:1963 +frame:5.24e+06 wall_t:2669 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.7854 +2026-01-08 13:46:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:159.35 total_reward_ma:150.90 loss:0.005586 fps:1963 +frame:5.25e+06 wall_t:2674 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.8289 +2026-01-08 13:46:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:155.36 total_reward_ma:151.35 loss:-0.001259 fps:1963 +frame:5.26e+06 wall_t:2679 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.7439 +2026-01-08 13:46:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:150.47 total_reward_ma:151.67 loss:0.04769 fps:1963 +frame:5.27e+06 wall_t:2684 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.7956 +2026-01-08 13:46:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:148.48 total_reward_ma:151.97 loss:0.01154 fps:1964 +frame:5.28e+06 wall_t:2689 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.841 +2026-01-08 13:46:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:141.44 total_reward_ma:152.22 loss:0.01442 fps:1964 +frame:5.29e+06 wall_t:2693 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.8043 +2026-01-08 13:46:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:140.67 total_reward_ma:152.42 loss:0.004264 fps:1964 +frame:5.30e+06 wall_t:2698 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.7775 +2026-01-08 13:47:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:144.21 total_reward_ma:152.59 loss:0.009414 fps:1964 +frame:5.31e+06 wall_t:2703 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.8001 +2026-01-08 13:47:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:140.91 total_reward_ma:152.70 loss:0.01384 fps:1965 +frame:5.32e+06 wall_t:2708 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.783 +2026-01-08 13:47:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:142.19 total_reward_ma:152.79 loss:0.005462 fps:1965 +frame:5.33e+06 wall_t:2712 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.7849 +2026-01-08 13:47:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:144.60 total_reward_ma:152.84 loss:0.005978 fps:1965 +frame:5.34e+06 wall_t:2717 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.7365 +2026-01-08 13:47:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:145.79 total_reward_ma:152.87 loss:0.01631 fps:1965 +frame:5.35e+06 wall_t:2722 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.6749 +2026-01-08 13:47:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:148.53 total_reward_ma:152.86 loss:0.027 fps:1966 +frame:5.36e+06 wall_t:2727 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.8109 +2026-01-08 13:47:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:150.06 total_reward_ma:152.89 loss:0.01225 fps:1966 +frame:5.37e+06 wall_t:2732 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7922 +2026-01-08 13:47:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:153.60 total_reward_ma:152.88 loss:0.01047 fps:1966 +frame:5.38e+06 wall_t:2737 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.7828 +2026-01-08 13:47:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:150.79 total_reward_ma:152.77 loss:0.02456 fps:1966 +frame:5.39e+06 wall_t:2742 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.7503 +2026-01-08 13:47:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:150.81 total_reward_ma:152.68 loss:0.003129 fps:1966 +frame:5.40e+06 wall_t:2747 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.8013 +2026-01-08 13:47:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:155.59 total_reward_ma:152.60 loss:0.04029 fps:1966 +frame:5.41e+06 wall_t:2752 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.7523 +2026-01-08 13:47:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:155.08 total_reward_ma:152.48 loss:0.02452 fps:1966 +frame:5.42e+06 wall_t:2757 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.7192 +2026-01-08 13:47:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:154.36 total_reward_ma:152.39 loss:0.002907 fps:1967 +frame:5.43e+06 wall_t:2761 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.815 +2026-01-08 13:48:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:159.06 total_reward_ma:152.36 loss:-0.001908 fps:1967 +frame:5.44e+06 wall_t:2766 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.7536 +2026-01-08 13:48:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:163.77 total_reward_ma:152.36 loss:0.02429 fps:1968 +frame:5.45e+06 wall_t:2770 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.7903 +2026-01-08 13:48:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:161.77 total_reward_ma:152.38 loss:0.004945 fps:1968 +frame:5.46e+06 wall_t:2775 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.7798 +2026-01-08 13:48:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:166.82 total_reward_ma:152.47 loss:0.02164 fps:1968 +frame:5.47e+06 wall_t:2779 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.763 +2026-01-08 13:48:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:174.17 total_reward_ma:152.62 loss:0.02547 fps:1968 +frame:5.48e+06 wall_t:2784 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.7926 +2026-01-08 13:48:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:172.57 total_reward_ma:152.71 loss:0.003812 fps:1968 +frame:5.49e+06 wall_t:2789 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.7459 +2026-01-08 13:48:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:171.02 total_reward_ma:152.81 loss:-0.002195 fps:1969 +frame:5.50e+06 wall_t:2794 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.812 +2026-01-08 13:48:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:168.87 total_reward_ma:152.90 loss:0.0232 fps:1969 +frame:5.51e+06 wall_t:2799 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.7523 +2026-01-08 13:48:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:166.19 total_reward_ma:152.99 loss:0.01644 fps:1969 +frame:5.52e+06 wall_t:2804 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.6821 +2026-01-08 13:48:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:170.88 total_reward_ma:153.07 loss:0.01598 fps:1969 +frame:5.53e+06 wall_t:2808 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.7475 +2026-01-08 13:48:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:175.97 total_reward_ma:153.27 loss:0.001185 fps:1969 +frame:5.54e+06 wall_t:2813 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.8446 +2026-01-08 13:48:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:169.62 total_reward_ma:153.43 loss:0.02828 fps:1970 +frame:5.55e+06 wall_t:2817 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.7361 +2026-01-08 13:49:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:167.49 total_reward_ma:153.53 loss:0.01603 fps:1970 +frame:5.56e+06 wall_t:2822 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.7475 +2026-01-08 13:49:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:164.83 total_reward_ma:153.61 loss:0.008243 fps:1970 +frame:5.57e+06 wall_t:2827 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.7153 +2026-01-08 13:49:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:167.44 total_reward_ma:153.71 loss:0.0121 fps:1971 +frame:5.58e+06 wall_t:2831 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.6887 +2026-01-08 13:49:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:167.93 total_reward_ma:153.83 loss:0.005921 fps:1971 +frame:5.59e+06 wall_t:2836 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.705 +2026-01-08 13:49:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:172.47 total_reward_ma:153.96 loss:0.03263 fps:1971 +frame:5.60e+06 wall_t:2841 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.7203 +2026-01-08 13:49:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:174.00 total_reward_ma:154.02 loss:0.01598 fps:1971 +frame:5.61e+06 wall_t:2846 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.7664 +2026-01-08 13:49:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.60 total_reward_ma:154.06 loss:0.01992 fps:1971 +frame:5.62e+06 wall_t:2851 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.8536 +2026-01-08 13:49:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:173.22 total_reward_ma:154.02 loss:0.01247 fps:1971 +frame:5.63e+06 wall_t:2856 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.7578 +2026-01-08 13:49:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:172.48 total_reward_ma:153.98 loss:0.03672 fps:1971 +frame:5.64e+06 wall_t:2861 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.7495 +2026-01-08 13:49:43 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:169.93 total_reward_ma:153.98 loss:0.008435 fps:1972 +frame:5.65e+06 wall_t:2865 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.7721 +2026-01-08 13:49:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:173.85 total_reward_ma:154.05 loss:0.01379 fps:1972 +frame:5.66e+06 wall_t:2870 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.6938 +2026-01-08 13:49:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.05 total_reward_ma:154.11 loss:0.00747 fps:1972 +frame:5.67e+06 wall_t:2875 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.7489 +2026-01-08 13:49:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:175.13 total_reward_ma:154.18 loss:0.01373 fps:1972 +frame:5.68e+06 wall_t:2880 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.7232 +2026-01-08 13:50:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.17 total_reward_ma:154.35 loss:0.02015 fps:1972 +frame:5.69e+06 wall_t:2886 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.7851 +2026-01-08 13:50:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:175.15 total_reward_ma:154.51 loss:-0.004651 fps:1972 +frame:5.70e+06 wall_t:2891 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.7808 +2026-01-08 13:50:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:175.39 total_reward_ma:154.72 loss:0.02565 fps:1972 +frame:5.71e+06 wall_t:2896 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.7286 +2026-01-08 13:50:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:179.53 total_reward_ma:155.01 loss:0.01247 fps:1972 +frame:5.72e+06 wall_t:2900 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.7355 +2026-01-08 13:50:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:181.09 total_reward_ma:155.34 loss:0.01495 fps:1972 +frame:5.73e+06 wall_t:2905 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.7416 +2026-01-08 13:50:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:184.41 total_reward_ma:155.71 loss:0.04528 fps:1973 +frame:5.74e+06 wall_t:2910 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.6845 +2026-01-08 13:50:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:186.96 total_reward_ma:156.15 loss:-0.0007553 fps:1973 +frame:5.75e+06 wall_t:2915 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.7949 +2026-01-08 13:50:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:187.15 total_reward_ma:156.68 loss:0.02425 fps:1972 +frame:5.76e+06 wall_t:2921 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.638 +2026-01-08 13:50:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:183.36 total_reward_ma:157.18 loss:0.02916 fps:1972 +frame:5.77e+06 wall_t:2926 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.779 +2026-01-08 13:50:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:182.12 total_reward_ma:157.71 loss:0.01416 fps:1972 +frame:5.78e+06 wall_t:2931 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.7843 +2026-01-08 13:50:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.41 total_reward_ma:158.18 loss:0.01831 fps:1972 +frame:5.79e+06 wall_t:2936 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.7387 +2026-01-08 13:50:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:179.40 total_reward_ma:158.65 loss:0.00761 fps:1972 +frame:5.80e+06 wall_t:2941 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.7772 +2026-01-08 13:51:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:177.56 total_reward_ma:159.15 loss:0.006029 fps:1972 +frame:5.81e+06 wall_t:2946 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.7689 +2026-01-08 13:51:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.49 total_reward_ma:159.69 loss:0.01064 fps:1973 +frame:5.82e+06 wall_t:2950 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.7015 +2026-01-08 13:51:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:174.02 total_reward_ma:160.15 loss:0.00339 fps:1973 +frame:5.83e+06 wall_t:2955 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.7965 +2026-01-08 13:51:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:174.54 total_reward_ma:160.63 loss:0.02175 fps:1973 +frame:5.84e+06 wall_t:2960 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.7366 +2026-01-08 13:51:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:172.15 total_reward_ma:161.06 loss:0.01189 fps:1973 +frame:5.85e+06 wall_t:2965 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.6922 +2026-01-08 13:51:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:177.98 total_reward_ma:161.52 loss:0.004211 fps:1973 +frame:5.86e+06 wall_t:2970 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.7718 +2026-01-08 13:51:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:175.92 total_reward_ma:161.93 loss:0.01277 fps:1973 +frame:5.87e+06 wall_t:2975 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.7633 +2026-01-08 13:51:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:175.40 total_reward_ma:162.35 loss:0.005134 fps:1973 +frame:5.88e+06 wall_t:2980 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.7865 +2026-01-08 13:51:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:172.09 total_reward_ma:162.74 loss:-8.441e-06 fps:1974 +frame:5.89e+06 wall_t:2984 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.8032 +2026-01-08 13:51:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:168.68 total_reward_ma:163.04 loss:0.007671 fps:1974 +frame:5.90e+06 wall_t:2989 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.7073 +2026-01-08 13:51:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:161.68 total_reward_ma:163.29 loss:0.01522 fps:1974 +frame:5.91e+06 wall_t:2994 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.7734 +2026-01-08 13:51:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:160.50 total_reward_ma:163.57 loss:0.001905 fps:1974 +frame:5.92e+06 wall_t:2999 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.7929 +2026-01-08 13:52:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:159.40 total_reward_ma:163.78 loss:0.03122 fps:1974 +frame:5.93e+06 wall_t:3004 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.6958 +2026-01-08 13:52:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:158.84 total_reward_ma:163.95 loss:0.0258 fps:1975 +frame:5.94e+06 wall_t:3008 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.7098 +2026-01-08 13:52:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:164.04 total_reward_ma:164.17 loss:-0.003243 fps:1975 +frame:5.95e+06 wall_t:3013 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.7891 +2026-01-08 13:52:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:161.42 total_reward_ma:164.39 loss:0.04903 fps:1975 +frame:5.96e+06 wall_t:3018 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.696 +2026-01-08 13:52:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:161.64 total_reward_ma:164.60 loss:0.01762 fps:1975 +frame:5.97e+06 wall_t:3023 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.7307 +2026-01-08 13:52:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:167.12 total_reward_ma:164.86 loss:0.007318 fps:1976 +frame:5.98e+06 wall_t:3027 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.7563 +2026-01-08 13:52:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:163.21 total_reward_ma:165.04 loss:0.01969 fps:1976 +frame:5.99e+06 wall_t:3032 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.7121 +2026-01-08 13:52:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:164.97 total_reward_ma:165.23 loss:0.02029 fps:1976 +frame:6.00e+06 wall_t:3037 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.7154 +2026-01-08 13:52:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:167.58 total_reward_ma:165.46 loss:0.02015 fps:1976 +frame:6.01e+06 wall_t:3041 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.7955 +2026-01-08 13:52:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:168.15 total_reward_ma:165.67 loss:0.02582 fps:1976 +frame:6.02e+06 wall_t:3046 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.7584 +2026-01-08 13:52:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:170.61 total_reward_ma:165.88 loss:0.02505 fps:1977 +frame:6.03e+06 wall_t:3050 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.6971 +2026-01-08 13:52:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:179.96 total_reward_ma:166.15 loss:0.03387 fps:1977 +frame:6.04e+06 wall_t:3055 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.7818 +2026-01-08 13:52:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:182.77 total_reward_ma:166.44 loss:0.009646 fps:1977 +frame:6.05e+06 wall_t:3060 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7558 +2026-01-08 13:53:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:182.87 total_reward_ma:166.71 loss:-0.001227 fps:1978 +frame:6.06e+06 wall_t:3064 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7255 +2026-01-08 13:53:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:188.82 total_reward_ma:167.00 loss:0.04151 fps:1978 +frame:6.07e+06 wall_t:3069 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.6821 +2026-01-08 13:53:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:196.01 total_reward_ma:167.37 loss:0.01272 fps:1978 +frame:6.08e+06 wall_t:3074 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.7689 +2026-01-08 13:53:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:200.37 total_reward_ma:167.81 loss:0.0496 fps:1979 +frame:6.09e+06 wall_t:3078 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.745 +2026-01-08 13:53:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:202.46 total_reward_ma:168.29 loss:0.01741 fps:1979 +frame:6.10e+06 wall_t:3083 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.6935 +2026-01-08 13:53:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:208.85 total_reward_ma:168.77 loss:0.006962 fps:1979 +frame:6.11e+06 wall_t:3088 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.7871 +2026-01-08 13:53:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:206.72 total_reward_ma:169.12 loss:0.01729 fps:1979 +frame:6.12e+06 wall_t:3093 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.7467 +2026-01-08 13:53:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:215.36 total_reward_ma:169.51 loss:0.01161 fps:1979 +frame:6.13e+06 wall_t:3098 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.8009 +2026-01-08 13:53:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:213.80 total_reward_ma:169.87 loss:0.01633 fps:1979 +frame:6.14e+06 wall_t:3103 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.7793 +2026-01-08 13:53:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:211.84 total_reward_ma:170.24 loss:0.03155 fps:1979 +frame:6.15e+06 wall_t:3107 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.6698 +2026-01-08 13:53:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:223.11 total_reward_ma:170.73 loss:0.01061 fps:1980 +frame:6.16e+06 wall_t:3111 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.7655 +2026-01-08 13:53:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:217.48 total_reward_ma:171.18 loss:0.001859 fps:1980 +frame:6.17e+06 wall_t:3116 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.7972 +2026-01-08 13:53:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:208.35 total_reward_ma:171.50 loss:0.01624 fps:1980 +frame:6.18e+06 wall_t:3121 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.8205 +2026-01-08 13:54:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:202.34 total_reward_ma:171.78 loss:0.005173 fps:1981 +frame:6.19e+06 wall_t:3125 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.7332 +2026-01-08 13:54:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:196.14 total_reward_ma:172.06 loss:0.06589 fps:1981 +frame:6.20e+06 wall_t:3130 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.7006 +2026-01-08 13:54:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:191.98 total_reward_ma:172.30 loss:0.03031 fps:1981 +frame:6.21e+06 wall_t:3135 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.8073 +2026-01-08 13:54:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:193.60 total_reward_ma:172.63 loss:0.01621 fps:1981 +frame:6.22e+06 wall_t:3140 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.765 +2026-01-08 13:54:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:185.60 total_reward_ma:172.91 loss:0.02888 fps:1982 +frame:6.23e+06 wall_t:3144 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.7108 +2026-01-08 13:54:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:181.22 total_reward_ma:173.15 loss:0.03861 fps:1982 +frame:6.24e+06 wall_t:3148 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.7806 +2026-01-08 13:54:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:181.28 total_reward_ma:173.37 loss:0.002182 fps:1982 +frame:6.25e+06 wall_t:3153 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.7773 +2026-01-08 13:54:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:171.00 total_reward_ma:173.53 loss:0.01074 fps:1982 +frame:6.26e+06 wall_t:3158 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.7915 +2026-01-08 13:54:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:170.13 total_reward_ma:173.72 loss:0.01307 fps:1982 +frame:6.27e+06 wall_t:3163 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.7479 +2026-01-08 13:54:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:167.38 total_reward_ma:173.91 loss:0.01339 fps:1982 +frame:6.28e+06 wall_t:3168 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.7491 +2026-01-08 13:54:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:163.77 total_reward_ma:174.14 loss:0.03242 fps:1982 +frame:6.29e+06 wall_t:3173 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.7509 +2026-01-08 13:54:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:167.37 total_reward_ma:174.40 loss:0.03218 fps:1982 +frame:6.30e+06 wall_t:3178 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.7804 +2026-01-08 13:55:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:166.16 total_reward_ma:174.62 loss:-0.004584 fps:1982 +frame:6.31e+06 wall_t:3184 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.7637 +2026-01-08 13:55:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:158.30 total_reward_ma:174.80 loss:0.01561 fps:1982 +frame:6.32e+06 wall_t:3188 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.7562 +2026-01-08 13:55:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:156.60 total_reward_ma:174.94 loss:0.0203 fps:1982 +frame:6.33e+06 wall_t:3193 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.7433 +2026-01-08 13:55:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:170.64 total_reward_ma:175.20 loss:0.004545 fps:1982 +frame:6.34e+06 wall_t:3198 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.7999 +2026-01-08 13:55:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:171.64 total_reward_ma:175.46 loss:0.01195 fps:1982 +frame:6.35e+06 wall_t:3204 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.766 +2026-01-08 13:55:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:172.51 total_reward_ma:175.70 loss:-0.005296 fps:1982 +frame:6.36e+06 wall_t:3209 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.8123 +2026-01-08 13:55:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:171.30 total_reward_ma:175.91 loss:0.02566 fps:1982 +frame:6.37e+06 wall_t:3214 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.8105 +2026-01-08 13:55:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:171.95 total_reward_ma:176.10 loss:0.01361 fps:1982 +frame:6.38e+06 wall_t:3219 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.8016 +2026-01-08 13:55:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:172.70 total_reward_ma:176.31 loss:-0.00106 fps:1982 +frame:6.39e+06 wall_t:3224 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.7689 +2026-01-08 13:55:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:170.11 total_reward_ma:176.51 loss:0.03823 fps:1983 +frame:6.40e+06 wall_t:3228 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.7391 +2026-01-08 13:55:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:173.52 total_reward_ma:176.69 loss:0.01921 fps:1983 +frame:6.41e+06 wall_t:3233 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.8077 +2026-01-08 13:55:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:179.02 total_reward_ma:176.93 loss:0.02995 fps:1983 +frame:6.42e+06 wall_t:3237 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.7969 +2026-01-08 13:56:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:171.92 total_reward_ma:177.10 loss:0.01235 fps:1983 +frame:6.43e+06 wall_t:3242 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.805 +2026-01-08 13:56:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:174.00 total_reward_ma:177.25 loss:0.043 fps:1983 +frame:6.44e+06 wall_t:3248 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.754 +2026-01-08 13:56:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.10 total_reward_ma:177.37 loss:0.008097 fps:1983 +frame:6.45e+06 wall_t:3253 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.7214 +2026-01-08 13:56:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:180.91 total_reward_ma:177.57 loss:0.05143 fps:1983 +frame:6.46e+06 wall_t:3258 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.7718 +2026-01-08 13:56:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:181.50 total_reward_ma:177.71 loss:0.0162 fps:1983 +frame:6.47e+06 wall_t:3263 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.7614 +2026-01-08 13:56:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:188.36 total_reward_ma:177.85 loss:0.03678 fps:1983 +frame:6.48e+06 wall_t:3268 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.7921 +2026-01-08 13:56:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:189.39 total_reward_ma:178.02 loss:0.01522 fps:1983 +frame:6.49e+06 wall_t:3272 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.8146 +2026-01-08 13:56:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:181.01 total_reward_ma:178.12 loss:0.05082 fps:1984 +frame:6.50e+06 wall_t:3277 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.7839 +2026-01-08 13:56:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:183.99 total_reward_ma:178.27 loss:0.02488 fps:1984 +frame:6.51e+06 wall_t:3282 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.7398 +2026-01-08 13:56:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:188.06 total_reward_ma:178.49 loss:0.008716 fps:1984 +frame:6.52e+06 wall_t:3287 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.7625 +2026-01-08 13:56:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:192.12 total_reward_ma:178.71 loss:0.03854 fps:1984 +frame:6.53e+06 wall_t:3292 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.7736 +2026-01-08 13:56:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:191.53 total_reward_ma:178.86 loss:0.0007661 fps:1984 +frame:6.54e+06 wall_t:3297 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.8027 +2026-01-08 13:57:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:189.86 total_reward_ma:179.06 loss:0.02945 fps:1984 +frame:6.55e+06 wall_t:3302 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.857 +2026-01-08 13:57:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:189.13 total_reward_ma:179.28 loss:0.0185 fps:1984 +frame:6.56e+06 wall_t:3307 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.743 +2026-01-08 13:57:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:193.07 total_reward_ma:179.56 loss:0.008454 fps:1984 +frame:6.57e+06 wall_t:3312 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.7675 +2026-01-08 13:57:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:192.05 total_reward_ma:179.81 loss:0.03076 fps:1984 +frame:6.58e+06 wall_t:3316 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.7567 +2026-01-08 13:57:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:198.22 total_reward_ma:180.11 loss:0.03289 fps:1985 +frame:6.59e+06 wall_t:3320 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.7682 +2026-01-08 13:57:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:199.17 total_reward_ma:180.38 loss:-0.006365 fps:1985 +frame:6.60e+06 wall_t:3325 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.8534 +2026-01-08 13:57:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:198.46 total_reward_ma:180.62 loss:0.04131 fps:1985 +frame:6.61e+06 wall_t:3330 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7928 +2026-01-08 13:57:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:191.74 total_reward_ma:180.77 loss:0.01893 fps:1986 +frame:6.62e+06 wall_t:3334 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.7669 +2026-01-08 13:57:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:185.07 total_reward_ma:180.89 loss:0.008011 fps:1986 +frame:6.63e+06 wall_t:3339 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.8341 +2026-01-08 13:57:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:183.36 total_reward_ma:181.00 loss:0.04493 fps:1986 +frame:6.64e+06 wall_t:3343 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.7577 +2026-01-08 13:57:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:184.67 total_reward_ma:181.15 loss:0.01109 fps:1986 +frame:6.65e+06 wall_t:3348 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.8395 +2026-01-08 13:57:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:187.24 total_reward_ma:181.28 loss:0.0134 fps:1987 +frame:6.66e+06 wall_t:3352 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.7802 +2026-01-08 13:57:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:188.81 total_reward_ma:181.41 loss:0.006432 fps:1987 +frame:6.67e+06 wall_t:3357 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.7959 +2026-01-08 13:58:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:186.56 total_reward_ma:181.52 loss:0.02375 fps:1987 +frame:6.68e+06 wall_t:3362 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.7462 +2026-01-08 13:58:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:184.37 total_reward_ma:181.61 loss:0.01115 fps:1988 +frame:6.69e+06 wall_t:3366 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.7568 +2026-01-08 13:58:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:182.15 total_reward_ma:181.68 loss:0.05104 fps:1988 +frame:6.70e+06 wall_t:3371 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.7579 +2026-01-08 13:58:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:187.09 total_reward_ma:181.79 loss:0.009296 fps:1988 +frame:6.71e+06 wall_t:3376 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.7709 +2026-01-08 13:58:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:189.33 total_reward_ma:181.89 loss:0.04355 fps:1988 +frame:6.72e+06 wall_t:3380 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.6889 +2026-01-08 13:58:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:191.68 total_reward_ma:182.00 loss:0.02039 fps:1988 +frame:6.73e+06 wall_t:3385 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.8048 +2026-01-08 13:58:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:192.22 total_reward_ma:182.08 loss:0.02392 fps:1988 +frame:6.74e+06 wall_t:3390 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.7644 +2026-01-08 13:58:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:192.77 total_reward_ma:182.13 loss:0.03221 fps:1989 +frame:6.75e+06 wall_t:3394 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.7857 +2026-01-08 13:58:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:189.89 total_reward_ma:182.16 loss:0.0107 fps:1989 +frame:6.76e+06 wall_t:3399 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.7941 +2026-01-08 13:58:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:189.71 total_reward_ma:182.22 loss:0.03251 fps:1989 +frame:6.77e+06 wall_t:3404 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.7624 +2026-01-08 13:58:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:197.00 total_reward_ma:182.37 loss:0.0121 fps:1989 +frame:6.78e+06 wall_t:3408 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.8082 +2026-01-08 13:58:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:194.16 total_reward_ma:182.55 loss:0.03135 fps:1989 +frame:6.79e+06 wall_t:3413 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.8038 +2026-01-08 13:58:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:198.81 total_reward_ma:182.75 loss:0.02555 fps:1989 +frame:6.80e+06 wall_t:3418 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.8202 +2026-01-08 13:59:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:196.31 total_reward_ma:182.93 loss:-0.006298 fps:1989 +frame:6.81e+06 wall_t:3423 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.8054 +2026-01-08 13:59:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:195.06 total_reward_ma:183.12 loss:0.01726 fps:1989 +frame:6.82e+06 wall_t:3428 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.801 +2026-01-08 13:59:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:182.94 total_reward_ma:183.21 loss:0.02618 fps:1990 +frame:6.83e+06 wall_t:3433 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.7998 +2026-01-08 13:59:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:184.95 total_reward_ma:183.31 loss:0.02495 fps:1990 +frame:6.84e+06 wall_t:3437 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.8531 +2026-01-08 13:59:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:182.38 total_reward_ma:183.41 loss:0.0498 fps:1990 +frame:6.85e+06 wall_t:3442 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.7041 +2026-01-08 13:59:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:185.34 total_reward_ma:183.49 loss:0.0005715 fps:1990 +frame:6.86e+06 wall_t:3448 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.8715 +2026-01-08 13:59:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:185.48 total_reward_ma:183.58 loss:0.01538 fps:1990 +frame:6.87e+06 wall_t:3453 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.7919 +2026-01-08 13:59:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.96 total_reward_ma:183.60 loss:0.02068 fps:1990 +frame:6.88e+06 wall_t:3458 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.727 +2026-01-08 13:59:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:177.54 total_reward_ma:183.65 loss:-0.004386 fps:1990 +frame:6.89e+06 wall_t:3463 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.7765 +2026-01-08 13:59:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:176.33 total_reward_ma:183.73 loss:0.02971 fps:1990 +frame:6.90e+06 wall_t:3467 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.7008 +2026-01-08 13:59:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:182.94 total_reward_ma:183.94 loss:0.01614 fps:1990 +frame:6.91e+06 wall_t:3472 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.7859 +2026-01-08 13:59:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:182.31 total_reward_ma:184.16 loss:0.0109 fps:1991 +frame:6.92e+06 wall_t:3476 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.8519 +2026-01-08 13:59:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:183.23 total_reward_ma:184.40 loss:0.0314 fps:1991 +frame:6.93e+06 wall_t:3481 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.7704 +2026-01-08 14:00:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:188.84 total_reward_ma:184.70 loss:0.05354 fps:1991 +frame:6.94e+06 wall_t:3486 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.7549 +2026-01-08 14:00:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:184.93 total_reward_ma:184.91 loss:0.03507 fps:1991 +frame:6.95e+06 wall_t:3490 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.8452 +2026-01-08 14:00:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:183.00 total_reward_ma:185.12 loss:0.01011 fps:1991 +frame:6.96e+06 wall_t:3495 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.8802 +2026-01-08 14:00:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:179.71 total_reward_ma:185.30 loss:0.02724 fps:1991 +frame:6.97e+06 wall_t:3500 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.8103 +2026-01-08 14:00:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:186.30 total_reward_ma:185.50 loss:0.01137 fps:1992 +frame:6.98e+06 wall_t:3504 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.7905 +2026-01-08 14:00:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:194.20 total_reward_ma:185.81 loss:0.009251 fps:1992 +frame:6.99e+06 wall_t:3509 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.7088 +2026-01-08 14:00:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:203.22 total_reward_ma:186.19 loss:0.03721 fps:1993 +frame:7.00e+06 wall_t:3513 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.8534 +2026-01-08 14:00:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:205.25 total_reward_ma:186.56 loss:0.02037 fps:1993 +frame:7.01e+06 wall_t:3518 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.8326 +2026-01-08 14:00:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:204.55 total_reward_ma:186.93 loss:0.02555 fps:1993 +frame:7.02e+06 wall_t:3523 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.801 +2026-01-08 14:00:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:205.63 total_reward_ma:187.28 loss:0.04624 fps:1993 +frame:7.03e+06 wall_t:3528 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.7052 +2026-01-08 14:00:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:209.34 total_reward_ma:187.57 loss:0.01915 fps:1993 +frame:7.04e+06 wall_t:3533 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.824 +2026-01-08 14:00:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:216.39 total_reward_ma:187.91 loss:0.02284 fps:1993 +frame:7.05e+06 wall_t:3538 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.7376 +2026-01-08 14:01:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:212.13 total_reward_ma:188.20 loss:0.02826 fps:1993 +frame:7.06e+06 wall_t:3542 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.6943 +2026-01-08 14:01:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:213.73 total_reward_ma:188.45 loss:0.001831 fps:1993 +frame:7.07e+06 wall_t:3547 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.834 +2026-01-08 14:01:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:212.56 total_reward_ma:188.62 loss:0.01363 fps:1993 +frame:7.08e+06 wall_t:3552 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.7645 +2026-01-08 14:01:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:209.06 total_reward_ma:188.70 loss:0.04732 fps:1994 +frame:7.09e+06 wall_t:3556 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.6602 +2026-01-08 14:01:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:219.17 total_reward_ma:188.87 loss:0.0124 fps:1994 +frame:7.10e+06 wall_t:3561 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.8093 +2026-01-08 14:01:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:217.24 total_reward_ma:188.95 loss:0.006664 fps:1994 +frame:7.11e+06 wall_t:3566 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.7979 +2026-01-08 14:01:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:220.08 total_reward_ma:189.09 loss:0.05172 fps:1994 +frame:7.12e+06 wall_t:3570 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.7776 +2026-01-08 14:01:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:223.34 total_reward_ma:189.17 loss:0.04214 fps:1994 +frame:7.13e+06 wall_t:3575 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.794 +2026-01-08 14:01:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:232.60 total_reward_ma:189.36 loss:0.009768 fps:1994 +frame:7.14e+06 wall_t:3580 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.8218 +2026-01-08 14:01:43 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:233.35 total_reward_ma:189.57 loss:0.03569 fps:1994 +frame:7.15e+06 wall_t:3586 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.7579 +2026-01-08 14:01:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:231.61 total_reward_ma:189.66 loss:0.01328 fps:1994 +frame:7.16e+06 wall_t:3590 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.8059 +2026-01-08 14:01:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:226.10 total_reward_ma:189.74 loss:0.0294 fps:1995 +frame:7.17e+06 wall_t:3594 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.8395 +2026-01-08 14:01:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:226.33 total_reward_ma:189.92 loss:0.03699 fps:1995 +frame:7.18e+06 wall_t:3599 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.7631 +2026-01-08 14:02:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:226.32 total_reward_ma:190.16 loss:0.03561 fps:1995 +frame:7.19e+06 wall_t:3604 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.7754 +2026-01-08 14:02:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:226.48 total_reward_ma:190.46 loss:0.02573 fps:1995 +frame:7.20e+06 wall_t:3609 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.7768 +2026-01-08 14:02:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:223.92 total_reward_ma:190.78 loss:0.0217 fps:1995 +frame:7.21e+06 wall_t:3614 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.8545 +2026-01-08 14:02:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:224.69 total_reward_ma:191.10 loss:0.009229 fps:1996 +frame:7.22e+06 wall_t:3618 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.7667 +2026-01-08 14:02:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:227.16 total_reward_ma:191.51 loss:0.0399 fps:1996 +frame:7.23e+06 wall_t:3623 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.7537 +2026-01-08 14:02:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:230.90 total_reward_ma:192.01 loss:0.01034 fps:1996 +frame:7.24e+06 wall_t:3628 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.7869 +2026-01-08 14:02:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:229.78 total_reward_ma:192.49 loss:0.02111 fps:1996 +frame:7.25e+06 wall_t:3633 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.7816 +2026-01-08 14:02:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:234.77 total_reward_ma:193.13 loss:0.06141 fps:1996 +frame:7.26e+06 wall_t:3637 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.795 +2026-01-08 14:02:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:225.09 total_reward_ma:193.68 loss:0.02708 fps:1997 +frame:7.27e+06 wall_t:3641 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.7944 +2026-01-08 14:02:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:224.68 total_reward_ma:194.25 loss:0.02732 fps:1997 +frame:7.28e+06 wall_t:3646 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.743 +2026-01-08 14:02:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:222.52 total_reward_ma:194.84 loss:0.0153 fps:1997 +frame:7.29e+06 wall_t:3651 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.7923 +2026-01-08 14:02:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:218.97 total_reward_ma:195.36 loss:0.01036 fps:1997 +frame:7.30e+06 wall_t:3655 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.7815 +2026-01-08 14:02:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:219.81 total_reward_ma:195.89 loss:0.02435 fps:1997 +frame:7.31e+06 wall_t:3660 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.8055 +2026-01-08 14:03:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:212.00 total_reward_ma:196.43 loss:0.0005338 fps:1997 +frame:7.32e+06 wall_t:3665 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.8253 +2026-01-08 14:03:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:208.73 total_reward_ma:196.95 loss:0.01246 fps:1998 +frame:7.33e+06 wall_t:3669 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.8308 +2026-01-08 14:03:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:209.91 total_reward_ma:197.34 loss:0.02838 fps:1998 +frame:7.34e+06 wall_t:3674 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.7914 +2026-01-08 14:03:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:207.58 total_reward_ma:197.70 loss:0.01808 fps:1998 +frame:7.35e+06 wall_t:3678 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.7909 +2026-01-08 14:03:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:211.27 total_reward_ma:198.09 loss:0.0241 fps:1998 +frame:7.36e+06 wall_t:3683 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.8122 +2026-01-08 14:03:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:211.23 total_reward_ma:198.49 loss:0.006995 fps:1998 +frame:7.37e+06 wall_t:3688 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.8096 +2026-01-08 14:03:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:201.93 total_reward_ma:198.79 loss:0.007238 fps:1998 +frame:7.38e+06 wall_t:3694 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.8092 +2026-01-08 14:03:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:191.57 total_reward_ma:198.98 loss:0.01408 fps:1998 +frame:7.39e+06 wall_t:3699 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.8066 +2026-01-08 14:03:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:183.75 total_reward_ma:199.12 loss:0.01362 fps:1998 +frame:7.40e+06 wall_t:3704 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.7844 +2026-01-08 14:03:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:178.54 total_reward_ma:199.17 loss:-0.004127 fps:1998 +frame:7.41e+06 wall_t:3709 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.8114 +2026-01-08 14:03:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:174.64 total_reward_ma:199.12 loss:0.01918 fps:1998 +frame:7.42e+06 wall_t:3714 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.8045 +2026-01-08 14:03:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:175.34 total_reward_ma:199.16 loss:0.002095 fps:1998 +frame:7.43e+06 wall_t:3718 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.8237 +2026-01-08 14:04:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:174.76 total_reward_ma:199.16 loss:-0.00205 fps:1998 +frame:7.44e+06 wall_t:3723 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.7938 +2026-01-08 14:04:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:178.37 total_reward_ma:199.19 loss:0.01804 fps:1999 +frame:7.45e+06 wall_t:3727 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.8897 +2026-01-08 14:04:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:182.83 total_reward_ma:199.21 loss:0.01428 fps:1999 +frame:7.46e+06 wall_t:3732 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.7432 +2026-01-08 14:04:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:185.26 total_reward_ma:199.24 loss:0.03676 fps:1999 +frame:7.47e+06 wall_t:3736 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.8021 +2026-01-08 14:04:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:193.12 total_reward_ma:199.29 loss:0.01986 fps:1999 +frame:7.48e+06 wall_t:3742 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.7416 +2026-01-08 14:04:24 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:193.35 total_reward_ma:199.33 loss:0.001281 fps:1999 +frame:7.49e+06 wall_t:3746 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.7586 +2026-01-08 14:04:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:200.90 total_reward_ma:199.53 loss:0.05173 fps:1999 +frame:7.50e+06 wall_t:3751 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.7092 +2026-01-08 14:04:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:199.37 total_reward_ma:199.68 loss:0.01621 fps:1999 +frame:7.51e+06 wall_t:3756 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.7937 +2026-01-08 14:04:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:199.02 total_reward_ma:199.79 loss:0.008101 fps:1999 +frame:7.52e+06 wall_t:3761 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.7705 +2026-01-08 14:04:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:195.40 total_reward_ma:199.83 loss:0.007819 fps:1999 +frame:7.53e+06 wall_t:3766 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.8168 +2026-01-08 14:04:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:197.59 total_reward_ma:199.89 loss:0.01619 fps:2000 +frame:7.54e+06 wall_t:3770 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.7987 +2026-01-08 14:04:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:200.71 total_reward_ma:199.99 loss:0.04449 fps:2000 +frame:7.55e+06 wall_t:3775 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.7718 +2026-01-08 14:04:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:207.61 total_reward_ma:200.18 loss:0.05228 fps:2001 +frame:7.56e+06 wall_t:3779 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.6767 +2026-01-08 14:05:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:215.06 total_reward_ma:200.40 loss:-0.004411 fps:2001 +frame:7.57e+06 wall_t:3784 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.7493 +2026-01-08 14:05:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:221.37 total_reward_ma:200.69 loss:0.06634 fps:2001 +frame:7.58e+06 wall_t:3789 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.7303 +2026-01-08 14:05:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:225.64 total_reward_ma:200.97 loss:0.02134 fps:2000 +frame:7.59e+06 wall_t:3795 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.8145 +2026-01-08 14:05:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:223.93 total_reward_ma:201.21 loss:0.01276 fps:2001 +frame:7.60e+06 wall_t:3799 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.8001 +2026-01-08 14:05:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:219.95 total_reward_ma:201.43 loss:0.002338 fps:2001 +frame:7.61e+06 wall_t:3804 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.8444 +2026-01-08 14:05:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:214.53 total_reward_ma:201.66 loss:0.003563 fps:2001 +frame:7.62e+06 wall_t:3809 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.8349 +2026-01-08 14:05:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:205.58 total_reward_ma:201.86 loss:0.02243 fps:2001 +frame:7.63e+06 wall_t:3814 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.8212 +2026-01-08 14:05:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:203.70 total_reward_ma:202.07 loss:0.02307 fps:2001 +frame:7.64e+06 wall_t:3818 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.8532 +2026-01-08 14:05:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:202.54 total_reward_ma:202.24 loss:0.02642 fps:2001 +frame:7.65e+06 wall_t:3823 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.7399 +2026-01-08 14:05:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:204.48 total_reward_ma:202.42 loss:0.03098 fps:2001 +frame:7.66e+06 wall_t:3828 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.7088 +2026-01-08 14:05:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:201.89 total_reward_ma:202.55 loss:0.01078 fps:2001 +frame:7.67e+06 wall_t:3833 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.7886 +2026-01-08 14:05:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:202.57 total_reward_ma:202.71 loss:0.02833 fps:2002 +frame:7.68e+06 wall_t:3837 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.8041 +2026-01-08 14:06:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:210.57 total_reward_ma:202.97 loss:0.02715 fps:2002 +frame:7.69e+06 wall_t:3842 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.7018 +2026-01-08 14:06:05 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:219.87 total_reward_ma:203.35 loss:0.02371 fps:2002 +frame:7.70e+06 wall_t:3847 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.8617 +2026-01-08 14:06:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:222.33 total_reward_ma:203.70 loss:0.04217 fps:2002 +frame:7.71e+06 wall_t:3852 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.8366 +2026-01-08 14:06:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:219.25 total_reward_ma:204.00 loss:0.0418 fps:2002 +frame:7.72e+06 wall_t:3857 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.7908 +2026-01-08 14:06:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:214.95 total_reward_ma:204.23 loss:0.03832 fps:2002 +frame:7.73e+06 wall_t:3862 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.7826 +2026-01-08 14:06:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:210.72 total_reward_ma:204.42 loss:0.03192 fps:2002 +frame:7.74e+06 wall_t:3867 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.8212 +2026-01-08 14:06:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:211.13 total_reward_ma:204.60 loss:0.07853 fps:2002 +frame:7.75e+06 wall_t:3872 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.7127 +2026-01-08 14:06:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:212.38 total_reward_ma:204.82 loss:0.02554 fps:2002 +frame:7.76e+06 wall_t:3877 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.8247 +2026-01-08 14:06:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:214.86 total_reward_ma:205.08 loss:0.01648 fps:2002 +frame:7.77e+06 wall_t:3881 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.9002 +2026-01-08 14:06:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:215.93 total_reward_ma:205.27 loss:0.02935 fps:2002 +frame:7.78e+06 wall_t:3886 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.8275 +2026-01-08 14:06:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:223.03 total_reward_ma:205.55 loss:0.05193 fps:2002 +frame:7.79e+06 wall_t:3891 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.7533 +2026-01-08 14:06:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:224.83 total_reward_ma:205.81 loss:0.0328 fps:2003 +frame:7.80e+06 wall_t:3895 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.8276 +2026-01-08 14:06:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:220.96 total_reward_ma:206.06 loss:0.0411 fps:2003 +frame:7.81e+06 wall_t:3900 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.8596 +2026-01-08 14:07:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:215.35 total_reward_ma:206.26 loss:0.01584 fps:2003 +frame:7.82e+06 wall_t:3905 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.8134 +2026-01-08 14:07:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:211.34 total_reward_ma:206.55 loss:0.02423 fps:2003 +frame:7.83e+06 wall_t:3910 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.855 +2026-01-08 14:07:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:204.62 total_reward_ma:206.74 loss:0.002488 fps:2003 +frame:7.84e+06 wall_t:3915 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.8174 +2026-01-08 14:07:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:194.85 total_reward_ma:206.87 loss:0.02716 fps:2003 +frame:7.85e+06 wall_t:3920 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.8202 +2026-01-08 14:07:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:188.20 total_reward_ma:206.90 loss:0.01428 fps:2003 +frame:7.86e+06 wall_t:3925 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.7788 +2026-01-08 14:07:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:188.33 total_reward_ma:206.93 loss:0.01761 fps:2003 +frame:7.87e+06 wall_t:3930 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.7731 +2026-01-08 14:07:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:190.48 total_reward_ma:207.06 loss:0.003191 fps:2003 +frame:7.88e+06 wall_t:3934 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.8121 +2026-01-08 14:07:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:187.92 total_reward_ma:207.16 loss:0.008168 fps:2003 +frame:7.89e+06 wall_t:3939 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.711 +2026-01-08 14:07:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:188.17 total_reward_ma:207.28 loss:0.04338 fps:2003 +frame:7.90e+06 wall_t:3944 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.7389 +2026-01-08 14:07:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:189.26 total_reward_ma:207.35 loss:0.02656 fps:2003 +frame:7.91e+06 wall_t:3950 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.8056 +2026-01-08 14:07:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:189.14 total_reward_ma:207.41 loss:0.007132 fps:2003 +frame:7.92e+06 wall_t:3955 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.8183 +2026-01-08 14:07:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:188.98 total_reward_ma:207.47 loss:0.02968 fps:2003 +frame:7.93e+06 wall_t:3959 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.7696 +2026-01-08 14:08:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:195.36 total_reward_ma:207.54 loss:0.03035 fps:2004 +frame:7.94e+06 wall_t:3963 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.7659 +2026-01-08 14:08:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:199.48 total_reward_ma:207.68 loss:0.0278 fps:2004 +frame:7.95e+06 wall_t:3968 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.8014 +2026-01-08 14:08:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:195.14 total_reward_ma:207.80 loss:0.01342 fps:2004 +frame:7.96e+06 wall_t:3973 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.8327 +2026-01-08 14:08:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:196.28 total_reward_ma:207.97 loss:0.02203 fps:2004 +frame:7.97e+06 wall_t:3978 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.8189 +2026-01-08 14:08:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:198.17 total_reward_ma:208.09 loss:0.0103 fps:2004 +frame:7.98e+06 wall_t:3983 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.8286 +2026-01-08 14:08:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:200.18 total_reward_ma:208.15 loss:0.04914 fps:2004 +frame:7.99e+06 wall_t:3988 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.8937 +2026-01-08 14:08:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:206.27 total_reward_ma:208.18 loss:0.01227 fps:2004 +frame:8.00e+06 wall_t:3993 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.7928 +2026-01-08 14:08:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:205.22 total_reward_ma:208.18 loss:0.03232 fps:2004 +frame:8.01e+06 wall_t:3998 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.7516 +2026-01-08 14:08:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:206.63 total_reward_ma:208.20 loss:0.03535 fps:2004 +frame:8.02e+06 wall_t:4002 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.7895 +2026-01-08 14:08:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:211.43 total_reward_ma:208.26 loss:0.02607 fps:2004 +frame:8.03e+06 wall_t:4007 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.8037 +2026-01-08 14:08:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:218.33 total_reward_ma:208.35 loss:0.03077 fps:2004 +frame:8.04e+06 wall_t:4011 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.765 +2026-01-08 14:08:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:218.29 total_reward_ma:208.37 loss:0.02796 fps:2004 +frame:8.05e+06 wall_t:4016 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.7678 +2026-01-08 14:08:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:222.69 total_reward_ma:208.47 loss:0.04121 fps:2004 +frame:8.06e+06 wall_t:4021 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.7723 +2026-01-08 14:09:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:228.78 total_reward_ma:208.62 loss:0.0646 fps:2005 +frame:8.07e+06 wall_t:4025 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.737 +2026-01-08 14:09:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:231.46 total_reward_ma:208.81 loss:0.04119 fps:2005 +frame:8.08e+06 wall_t:4030 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.7434 +2026-01-08 14:09:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:232.71 total_reward_ma:209.05 loss:0.02825 fps:2005 +frame:8.09e+06 wall_t:4034 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.7282 +2026-01-08 14:09:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:233.44 total_reward_ma:209.19 loss:0.02104 fps:2005 +frame:8.10e+06 wall_t:4039 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.7508 +2026-01-08 14:09:21 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:234.65 total_reward_ma:209.36 loss:0.05011 fps:2005 +frame:8.11e+06 wall_t:4044 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.7304 +2026-01-08 14:09:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:237.44 total_reward_ma:209.54 loss:0.008117 fps:2006 +frame:8.12e+06 wall_t:4048 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.8004 +2026-01-08 14:09:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:231.34 total_reward_ma:209.62 loss:0.03192 fps:2006 +frame:8.13e+06 wall_t:4053 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.7634 +2026-01-08 14:09:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:234.45 total_reward_ma:209.64 loss:0.03212 fps:2006 +frame:8.14e+06 wall_t:4058 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.6593 +2026-01-08 14:09:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:233.78 total_reward_ma:209.64 loss:0.01717 fps:2006 +frame:8.15e+06 wall_t:4063 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.8808 +2026-01-08 14:09:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:230.51 total_reward_ma:209.63 loss:0.007109 fps:2006 +frame:8.16e+06 wall_t:4067 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.7653 +2026-01-08 14:09:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:231.16 total_reward_ma:209.68 loss:0.02072 fps:2006 +frame:8.17e+06 wall_t:4072 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.8386 +2026-01-08 14:09:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:233.63 total_reward_ma:209.75 loss:0.01755 fps:2006 +frame:8.18e+06 wall_t:4077 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.7615 +2026-01-08 14:10:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:233.47 total_reward_ma:209.83 loss:0.01155 fps:2006 +frame:8.19e+06 wall_t:4082 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.7593 +2026-01-08 14:10:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:230.82 total_reward_ma:209.87 loss:0.03333 fps:2007 +frame:8.20e+06 wall_t:4086 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.8 +2026-01-08 14:10:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:228.84 total_reward_ma:209.92 loss:0.02506 fps:2007 +frame:8.21e+06 wall_t:4090 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.8878 +2026-01-08 14:10:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:228.38 total_reward_ma:209.95 loss:0.01498 fps:2007 +frame:8.22e+06 wall_t:4095 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.7335 +2026-01-08 14:10:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:228.94 total_reward_ma:209.97 loss:0.05392 fps:2007 +frame:8.23e+06 wall_t:4100 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.6593 +2026-01-08 14:10:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:230.42 total_reward_ma:209.97 loss:0.003817 fps:2007 +frame:8.24e+06 wall_t:4105 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.7374 +2026-01-08 14:10:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:233.99 total_reward_ma:210.01 loss:0.01733 fps:2007 +frame:8.25e+06 wall_t:4110 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.7999 +2026-01-08 14:10:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:228.52 total_reward_ma:209.95 loss:0.02867 fps:2007 +frame:8.26e+06 wall_t:4115 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.747 +2026-01-08 14:10:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:231.54 total_reward_ma:210.01 loss:0.03708 fps:2007 +frame:8.27e+06 wall_t:4120 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.7871 +2026-01-08 14:10:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:228.32 total_reward_ma:210.05 loss:-0.005235 fps:2008 +frame:8.28e+06 wall_t:4124 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.7975 +2026-01-08 14:10:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:224.53 total_reward_ma:210.07 loss:0.04298 fps:2008 +frame:8.29e+06 wall_t:4129 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.7681 +2026-01-08 14:10:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:226.23 total_reward_ma:210.14 loss:0.006158 fps:2008 +frame:8.30e+06 wall_t:4134 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.7528 +2026-01-08 14:10:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:236.84 total_reward_ma:210.31 loss:0.01176 fps:2008 +frame:8.31e+06 wall_t:4139 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.776 +2026-01-08 14:11:02 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:233.12 total_reward_ma:210.52 loss:0.04394 fps:2008 +frame:8.32e+06 wall_t:4144 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.7641 +2026-01-08 14:11:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:233.57 total_reward_ma:210.77 loss:0.05038 fps:2008 +frame:8.33e+06 wall_t:4149 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.7894 +2026-01-08 14:11:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:234.40 total_reward_ma:211.02 loss:0.02621 fps:2008 +frame:8.34e+06 wall_t:4154 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.7502 +2026-01-08 14:11:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:235.10 total_reward_ma:211.29 loss:0.06031 fps:2008 +frame:8.35e+06 wall_t:4159 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.7586 +2026-01-08 14:11:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:230.77 total_reward_ma:211.49 loss:0.003492 fps:2008 +frame:8.36e+06 wall_t:4164 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.7921 +2026-01-08 14:11:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:230.23 total_reward_ma:211.68 loss:0.0258 fps:2008 +frame:8.37e+06 wall_t:4168 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.8583 +2026-01-08 14:11:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:228.29 total_reward_ma:211.94 loss:0.03342 fps:2009 +frame:8.38e+06 wall_t:4172 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.7831 +2026-01-08 14:11:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:227.21 total_reward_ma:212.30 loss:0.06064 fps:2009 +frame:8.39e+06 wall_t:4177 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.7596 +2026-01-08 14:11:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:220.91 total_reward_ma:212.67 loss:0.01398 fps:2009 +frame:8.40e+06 wall_t:4182 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.7777 +2026-01-08 14:11:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:216.75 total_reward_ma:213.05 loss:0.04476 fps:2009 +frame:8.41e+06 wall_t:4187 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.7188 +2026-01-08 14:11:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:212.22 total_reward_ma:213.43 loss:0.02369 fps:2009 +frame:8.42e+06 wall_t:4192 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.7912 +2026-01-08 14:11:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:216.06 total_reward_ma:213.83 loss:0.02827 fps:2009 +frame:8.43e+06 wall_t:4196 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.8204 +2026-01-08 14:11:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:212.32 total_reward_ma:214.21 loss:0.01503 fps:2009 +frame:8.44e+06 wall_t:4201 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.7767 +2026-01-08 14:12:04 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:211.50 total_reward_ma:214.54 loss:0.02705 fps:2009 +frame:8.45e+06 wall_t:4206 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.7725 +2026-01-08 14:12:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:209.30 total_reward_ma:214.80 loss:0.07096 fps:2009 +frame:8.46e+06 wall_t:4211 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.77 +2026-01-08 14:12:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:207.64 total_reward_ma:215.03 loss:0.02196 fps:2009 +frame:8.47e+06 wall_t:4216 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.7586 +2026-01-08 14:12:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:210.13 total_reward_ma:215.20 loss:0.02091 fps:2009 +frame:8.48e+06 wall_t:4220 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.7605 +2026-01-08 14:12:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:213.83 total_reward_ma:215.40 loss:0.05477 fps:2009 +frame:8.49e+06 wall_t:4225 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.7412 +2026-01-08 14:12:28 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:216.63 total_reward_ma:215.56 loss:0.01977 fps:2009 +frame:8.50e+06 wall_t:4230 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.7564 +2026-01-08 14:12:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:220.12 total_reward_ma:215.77 loss:0.003753 fps:2009 +frame:8.51e+06 wall_t:4235 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.7003 +2026-01-08 14:12:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:219.50 total_reward_ma:215.97 loss:0.01628 fps:2009 +frame:8.52e+06 wall_t:4241 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.7423 +2026-01-08 14:12:43 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:225.46 total_reward_ma:216.27 loss:0.0307 fps:2009 +frame:8.53e+06 wall_t:4245 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.6755 +2026-01-08 14:12:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:222.14 total_reward_ma:216.52 loss:0.03795 fps:2009 +frame:8.54e+06 wall_t:4250 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.7509 +2026-01-08 14:12:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:227.51 total_reward_ma:216.79 loss:0.03553 fps:2009 +frame:8.55e+06 wall_t:4255 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.6562 +2026-01-08 14:12:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:234.68 total_reward_ma:217.06 loss:0.03006 fps:2009 +frame:8.56e+06 wall_t:4260 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.7186 +2026-01-08 14:13:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:243.15 total_reward_ma:217.34 loss:0.01384 fps:2009 +frame:8.57e+06 wall_t:4265 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.7525 +2026-01-08 14:13:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:253.82 total_reward_ma:217.66 loss:0.021 fps:2009 +frame:8.58e+06 wall_t:4270 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.7227 +2026-01-08 14:13:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:252.67 total_reward_ma:217.93 loss:0.04829 fps:2010 +frame:8.59e+06 wall_t:4274 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.7553 +2026-01-08 14:13:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:256.91 total_reward_ma:218.26 loss:0.05634 fps:2010 +frame:8.60e+06 wall_t:4279 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.7152 +2026-01-08 14:13:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:255.78 total_reward_ma:218.62 loss:0.01385 fps:2010 +frame:8.61e+06 wall_t:4284 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.7437 +2026-01-08 14:13:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:254.88 total_reward_ma:219.02 loss:0.01826 fps:2010 +frame:8.62e+06 wall_t:4289 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.7295 +2026-01-08 14:13:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:259.18 total_reward_ma:219.56 loss:0.03843 fps:2010 +frame:8.63e+06 wall_t:4294 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.7594 +2026-01-08 14:13:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:265.31 total_reward_ma:220.18 loss:0.01099 fps:2010 +frame:8.64e+06 wall_t:4299 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.7642 +2026-01-08 14:13:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:265.27 total_reward_ma:220.80 loss:0.07081 fps:2010 +frame:8.65e+06 wall_t:4304 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.7007 +2026-01-08 14:13:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:268.25 total_reward_ma:221.44 loss:0.02571 fps:2010 +frame:8.66e+06 wall_t:4309 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.771 +2026-01-08 14:13:52 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:266.30 total_reward_ma:222.09 loss:0.04261 fps:2010 +frame:8.67e+06 wall_t:4314 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.6973 +2026-01-08 14:13:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:267.54 total_reward_ma:222.74 loss:0.02877 fps:2010 +frame:8.68e+06 wall_t:4318 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.7287 +2026-01-08 14:14:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:277.46 total_reward_ma:223.40 loss:0.04023 fps:2010 +frame:8.69e+06 wall_t:4323 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.7915 +2026-01-08 14:14:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:275.06 total_reward_ma:223.96 loss:0.03853 fps:2010 +frame:8.70e+06 wall_t:4328 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.7612 +2026-01-08 14:14:10 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:272.56 total_reward_ma:224.46 loss:0.048 fps:2010 +frame:8.71e+06 wall_t:4333 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.7293 +2026-01-08 14:14:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:269.44 total_reward_ma:224.96 loss:0.01081 fps:2011 +frame:8.72e+06 wall_t:4337 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.7514 +2026-01-08 14:14:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:269.89 total_reward_ma:225.51 loss:0.03036 fps:2011 +frame:8.73e+06 wall_t:4342 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.8216 +2026-01-08 14:14:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:269.64 total_reward_ma:226.10 loss:0.05242 fps:2011 +frame:8.74e+06 wall_t:4347 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.7192 +2026-01-08 14:14:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:266.94 total_reward_ma:226.66 loss:0.04945 fps:2011 +frame:8.75e+06 wall_t:4352 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.7418 +2026-01-08 14:14:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:264.74 total_reward_ma:227.18 loss:0.02773 fps:2011 +frame:8.76e+06 wall_t:4357 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.7522 +2026-01-08 14:14:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:261.86 total_reward_ma:227.65 loss:0.02423 fps:2011 +frame:8.77e+06 wall_t:4361 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.6765 +2026-01-08 14:14:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:264.16 total_reward_ma:228.13 loss:0.04052 fps:2011 +frame:8.78e+06 wall_t:4366 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.7669 +2026-01-08 14:14:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:266.21 total_reward_ma:228.57 loss:0.01969 fps:2011 +frame:8.79e+06 wall_t:4371 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.8073 +2026-01-08 14:14:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:265.45 total_reward_ma:228.97 loss:0.04376 fps:2011 +frame:8.80e+06 wall_t:4375 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.6349 +2026-01-08 14:14:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:266.05 total_reward_ma:229.42 loss:0.03104 fps:2011 +frame:8.81e+06 wall_t:4380 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.7538 +2026-01-08 14:15:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:265.92 total_reward_ma:229.93 loss:0.02859 fps:2011 +frame:8.82e+06 wall_t:4385 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.795 +2026-01-08 14:15:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:260.78 total_reward_ma:230.42 loss:0.06492 fps:2011 +frame:8.83e+06 wall_t:4390 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.6607 +2026-01-08 14:15:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:261.71 total_reward_ma:230.99 loss:0.02381 fps:2011 +frame:8.84e+06 wall_t:4395 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.7452 +2026-01-08 14:15:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:258.78 total_reward_ma:231.63 loss:0.01284 fps:2011 +frame:8.85e+06 wall_t:4400 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.821 +2026-01-08 14:15:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:254.00 total_reward_ma:232.29 loss:0.03207 fps:2012 +frame:8.86e+06 wall_t:4404 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.7386 +2026-01-08 14:15:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:242.39 total_reward_ma:232.83 loss:0.02121 fps:2012 +frame:8.87e+06 wall_t:4409 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.6907 +2026-01-08 14:15:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:246.53 total_reward_ma:233.39 loss:0.03299 fps:2012 +frame:8.88e+06 wall_t:4414 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.76 +2026-01-08 14:15:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:248.15 total_reward_ma:233.99 loss:0.01936 fps:2012 +frame:8.89e+06 wall_t:4419 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.7299 +2026-01-08 14:15:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:252.11 total_reward_ma:234.63 loss:0.01227 fps:2012 +frame:8.90e+06 wall_t:4424 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.6606 +2026-01-08 14:15:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:259.99 total_reward_ma:235.34 loss:0.04088 fps:2012 +frame:8.91e+06 wall_t:4428 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.7733 +2026-01-08 14:15:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:262.85 total_reward_ma:236.08 loss:0.01299 fps:2012 +frame:8.92e+06 wall_t:4433 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.7603 +2026-01-08 14:15:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:259.88 total_reward_ma:236.79 loss:0.05389 fps:2012 +frame:8.93e+06 wall_t:4439 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.6537 +2026-01-08 14:16:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:264.07 total_reward_ma:237.47 loss:0.047 fps:2012 +frame:8.94e+06 wall_t:4443 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.7011 +2026-01-08 14:16:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:272.10 total_reward_ma:238.20 loss:0.0423 fps:2012 +frame:8.95e+06 wall_t:4448 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.774 +2026-01-08 14:16:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:269.71 total_reward_ma:238.95 loss:0.03887 fps:2012 +frame:8.96e+06 wall_t:4453 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.7378 +2026-01-08 14:16:16 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:269.44 total_reward_ma:239.68 loss:0.0299 fps:2012 +frame:8.97e+06 wall_t:4458 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.726 +2026-01-08 14:16:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:274.08 total_reward_ma:240.44 loss:0.04557 fps:2013 +frame:8.98e+06 wall_t:4462 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.7369 +2026-01-08 14:16:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:281.43 total_reward_ma:241.25 loss:0.0312 fps:2013 +frame:8.99e+06 wall_t:4467 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.7047 +2026-01-08 14:16:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:282.18 total_reward_ma:242.01 loss:0.04629 fps:2013 +frame:9.00e+06 wall_t:4472 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.7299 +2026-01-08 14:16:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:276.18 total_reward_ma:242.72 loss:0.06943 fps:2013 +frame:9.01e+06 wall_t:4477 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.7445 +2026-01-08 14:16:39 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:279.81 total_reward_ma:243.45 loss:0.01552 fps:2013 +frame:9.02e+06 wall_t:4481 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.7427 +2026-01-08 14:16:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:280.94 total_reward_ma:244.14 loss:0.02767 fps:2013 +frame:9.03e+06 wall_t:4486 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.7165 +2026-01-08 14:16:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:280.53 total_reward_ma:244.77 loss:0.02168 fps:2013 +frame:9.04e+06 wall_t:4491 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.7147 +2026-01-08 14:16:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:286.05 total_reward_ma:245.44 loss:0.004464 fps:2013 +frame:9.05e+06 wall_t:4495 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.7501 +2026-01-08 14:16:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:293.49 total_reward_ma:246.15 loss:0.03181 fps:2013 +frame:9.06e+06 wall_t:4500 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.7542 +2026-01-08 14:17:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:298.77 total_reward_ma:246.85 loss:0.05855 fps:2013 +frame:9.07e+06 wall_t:4505 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.7638 +2026-01-08 14:17:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:299.78 total_reward_ma:247.54 loss:0.0391 fps:2013 +frame:9.08e+06 wall_t:4510 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.7809 +2026-01-08 14:17:12 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:297.05 total_reward_ma:248.18 loss:0.004546 fps:2014 +frame:9.09e+06 wall_t:4514 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.7759 +2026-01-08 14:17:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:288.80 total_reward_ma:248.73 loss:0.0479 fps:2014 +frame:9.10e+06 wall_t:4519 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.7657 +2026-01-08 14:17:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:287.49 total_reward_ma:249.26 loss:0.05362 fps:2014 +frame:9.11e+06 wall_t:4524 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.7849 +2026-01-08 14:17:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:289.51 total_reward_ma:249.78 loss:0.007488 fps:2014 +frame:9.12e+06 wall_t:4529 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.7885 +2026-01-08 14:17:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:287.02 total_reward_ma:250.34 loss:0.005935 fps:2014 +frame:9.13e+06 wall_t:4534 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.7759 +2026-01-08 14:17:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:283.08 total_reward_ma:250.82 loss:0.03828 fps:2014 +frame:9.14e+06 wall_t:4538 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.7008 +2026-01-08 14:17:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:280.66 total_reward_ma:251.29 loss:0.04147 fps:2014 +frame:9.15e+06 wall_t:4543 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.722 +2026-01-08 14:17:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:281.64 total_reward_ma:251.80 loss:0.01966 fps:2014 +frame:9.16e+06 wall_t:4548 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.7537 +2026-01-08 14:17:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:277.09 total_reward_ma:252.26 loss:0.04135 fps:2014 +frame:9.17e+06 wall_t:4553 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.7393 +2026-01-08 14:17:56 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:275.34 total_reward_ma:252.68 loss:0.04236 fps:2014 +frame:9.18e+06 wall_t:4558 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.7371 +2026-01-08 14:18:00 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:266.59 total_reward_ma:253.01 loss:0.0233 fps:2014 +frame:9.19e+06 wall_t:4562 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.736 +2026-01-08 14:18:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:274.55 total_reward_ma:253.45 loss:0.02617 fps:2014 +frame:9.20e+06 wall_t:4568 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.8032 +2026-01-08 14:18:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:272.04 total_reward_ma:253.88 loss:0.01122 fps:2014 +frame:9.21e+06 wall_t:4573 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.7543 +2026-01-08 14:18:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:267.75 total_reward_ma:254.27 loss:0.008305 fps:2014 +frame:9.22e+06 wall_t:4578 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.7657 +2026-01-08 14:18:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:267.25 total_reward_ma:254.66 loss:0.05943 fps:2014 +frame:9.23e+06 wall_t:4582 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.764 +2026-01-08 14:18:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:264.50 total_reward_ma:255.00 loss:0.02528 fps:2014 +frame:9.24e+06 wall_t:4587 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.6891 +2026-01-08 14:18:30 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:268.23 total_reward_ma:255.34 loss:0.04137 fps:2014 +frame:9.25e+06 wall_t:4592 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.6843 +2026-01-08 14:18:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:272.47 total_reward_ma:255.78 loss:0.02846 fps:2014 +frame:9.26e+06 wall_t:4597 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.7531 +2026-01-08 14:18:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:274.50 total_reward_ma:256.21 loss:0.01136 fps:2014 +frame:9.27e+06 wall_t:4602 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.8148 +2026-01-08 14:18:45 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:272.67 total_reward_ma:256.65 loss:0.04102 fps:2014 +frame:9.28e+06 wall_t:4607 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.7207 +2026-01-08 14:18:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:276.60 total_reward_ma:257.17 loss:0.04865 fps:2015 +frame:9.29e+06 wall_t:4611 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.6353 +2026-01-08 14:18:54 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:280.03 total_reward_ma:257.71 loss:0.0175 fps:2015 +frame:9.30e+06 wall_t:4616 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.7608 +2026-01-08 14:18:58 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:277.17 total_reward_ma:258.12 loss:0.05205 fps:2015 +frame:9.31e+06 wall_t:4620 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.7145 +2026-01-08 14:19:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:272.94 total_reward_ma:258.51 loss:0.01971 fps:2015 +frame:9.32e+06 wall_t:4625 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.7691 +2026-01-08 14:19:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:274.88 total_reward_ma:258.93 loss:0.0447 fps:2015 +frame:9.33e+06 wall_t:4630 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.7631 +2026-01-08 14:19:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:275.70 total_reward_ma:259.34 loss:0.03853 fps:2015 +frame:9.34e+06 wall_t:4635 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.8098 +2026-01-08 14:19:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:275.40 total_reward_ma:259.74 loss:0.03248 fps:2016 +frame:9.35e+06 wall_t:4639 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.8013 +2026-01-08 14:19:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:270.61 total_reward_ma:260.14 loss:-0.002898 fps:2016 +frame:9.36e+06 wall_t:4644 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.8242 +2026-01-08 14:19:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:269.08 total_reward_ma:260.53 loss:0.0297 fps:2015 +frame:9.37e+06 wall_t:4649 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.8582 +2026-01-08 14:19:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:266.78 total_reward_ma:260.92 loss:0.06204 fps:2016 +frame:9.38e+06 wall_t:4653 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.6843 +2026-01-08 14:19:34 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:271.21 total_reward_ma:261.36 loss:0.01731 fps:2017 +frame:9.39e+06 wall_t:4656 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.7537 +2026-01-08 14:19:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:275.43 total_reward_ma:261.90 loss:0.07449 fps:2017 +frame:9.40e+06 wall_t:4661 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.7476 +2026-01-08 14:19:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:276.99 total_reward_ma:262.50 loss:0.03625 fps:2018 +frame:9.41e+06 wall_t:4664 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.6702 +2026-01-08 14:19:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:282.18 total_reward_ma:263.20 loss:0.02083 fps:2018 +frame:9.42e+06 wall_t:4668 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.7544 +2026-01-08 14:19:50 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:273.15 total_reward_ma:263.77 loss:0.04427 fps:2018 +frame:9.43e+06 wall_t:4673 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.7899 +2026-01-08 14:19:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:270.28 total_reward_ma:264.35 loss:0.04065 fps:2018 +frame:9.44e+06 wall_t:4677 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.7054 +2026-01-08 14:19:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:262.51 total_reward_ma:264.86 loss:0.01545 fps:2019 +frame:9.45e+06 wall_t:4681 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.735 +2026-01-08 14:20:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:262.91 total_reward_ma:265.40 loss:0.01701 fps:2019 +frame:9.46e+06 wall_t:4686 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.6803 +2026-01-08 14:20:08 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:267.96 total_reward_ma:266.00 loss:0.04082 fps:2019 +frame:9.47e+06 wall_t:4690 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.7176 +2026-01-08 14:20:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:269.31 total_reward_ma:266.59 loss:0.02944 fps:2020 +frame:9.48e+06 wall_t:4693 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.6962 +2026-01-08 14:20:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:266.57 total_reward_ma:267.12 loss:0.03743 fps:2020 +frame:9.49e+06 wall_t:4697 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.7409 +2026-01-08 14:20:19 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:266.57 total_reward_ma:267.62 loss:0.02614 fps:2021 +frame:9.50e+06 wall_t:4701 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.7481 +2026-01-08 14:20:23 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:271.02 total_reward_ma:268.13 loss:0.04944 fps:2021 +frame:9.51e+06 wall_t:4705 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.7014 +2026-01-08 14:20:27 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:273.98 total_reward_ma:268.67 loss:0.02344 fps:2022 +frame:9.52e+06 wall_t:4709 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.7638 +2026-01-08 14:20:31 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:268.81 total_reward_ma:269.11 loss:0.0385 fps:2022 +frame:9.53e+06 wall_t:4713 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.7278 +2026-01-08 14:20:35 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:272.24 total_reward_ma:269.61 loss:0.02499 fps:2022 +frame:9.54e+06 wall_t:4717 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.6933 +2026-01-08 14:20:38 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:278.83 total_reward_ma:270.12 loss:0.03894 fps:2023 +frame:9.55e+06 wall_t:4720 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.6888 +2026-01-08 14:20:42 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:285.74 total_reward_ma:270.63 loss:0.01092 fps:2024 +frame:9.56e+06 wall_t:4724 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.7167 +2026-01-08 14:20:46 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:295.21 total_reward_ma:271.15 loss:0.05926 fps:2024 +frame:9.57e+06 wall_t:4728 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.7187 +2026-01-08 14:20:49 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:298.47 total_reward_ma:271.60 loss:0.04685 fps:2025 +frame:9.58e+06 wall_t:4731 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.6622 +2026-01-08 14:20:53 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:303.20 total_reward_ma:272.11 loss:0.03618 fps:2025 +frame:9.59e+06 wall_t:4735 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.6613 +2026-01-08 14:20:57 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:304.70 total_reward_ma:272.58 loss:0.01357 fps:2026 +frame:9.60e+06 wall_t:4739 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.6557 +2026-01-08 14:21:01 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:311.64 total_reward_ma:273.14 loss:0.03133 fps:2026 +frame:9.61e+06 wall_t:4743 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.7004 +2026-01-08 14:21:06 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:310.99 total_reward_ma:273.70 loss:0.03689 fps:2026 +frame:9.62e+06 wall_t:4748 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.7244 +2026-01-08 14:21:09 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:311.60 total_reward_ma:274.23 loss:0.02222 fps:2027 +frame:9.63e+06 wall_t:4751 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.6582 +2026-01-08 14:21:13 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:313.74 total_reward_ma:274.71 loss:0.03196 fps:2027 +frame:9.64e+06 wall_t:4755 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.7217 +2026-01-08 14:21:17 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:316.06 total_reward_ma:275.22 loss:0.03671 fps:2028 +frame:9.65e+06 wall_t:4759 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.6986 +2026-01-08 14:21:20 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:323.43 total_reward_ma:275.77 loss:0.04598 fps:2029 +frame:9.66e+06 wall_t:4762 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.7017 +2026-01-08 14:21:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:328.04 total_reward_ma:276.39 loss:0.02879 fps:2029 +frame:9.67e+06 wall_t:4767 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.6753 +2026-01-08 14:21:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:333.05 total_reward_ma:277.04 loss:0.02107 fps:2029 +frame:9.68e+06 wall_t:4771 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.7774 +2026-01-08 14:21:32 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:329.06 total_reward_ma:277.56 loss:0.03173 fps:2029 +frame:9.69e+06 wall_t:4775 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.6401 +2026-01-08 14:21:36 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:330.95 total_reward_ma:278.12 loss:0.02931 fps:2030 +frame:9.70e+06 wall_t:4778 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.7938 +2026-01-08 14:21:40 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:328.65 total_reward_ma:278.68 loss:0.03533 fps:2031 +frame:9.71e+06 wall_t:4782 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.7741 +2026-01-08 14:21:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:330.05 total_reward_ma:279.29 loss:0.05591 fps:2031 +frame:9.72e+06 wall_t:4786 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.7415 +2026-01-08 14:21:47 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:329.02 total_reward_ma:279.88 loss:0.008823 fps:2032 +frame:9.73e+06 wall_t:4789 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.7563 +2026-01-08 14:21:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:330.67 total_reward_ma:280.49 loss:0.03491 fps:2032 +frame:9.74e+06 wall_t:4793 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.7239 +2026-01-08 14:21:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:328.23 total_reward_ma:281.10 loss:0.06322 fps:2033 +frame:9.75e+06 wall_t:4797 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.6404 +2026-01-08 14:21:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:325.34 total_reward_ma:281.71 loss:0.02323 fps:2033 +frame:9.76e+06 wall_t:4801 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.6487 +2026-01-08 14:22:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:325.23 total_reward_ma:282.34 loss:0.03452 fps:2033 +frame:9.77e+06 wall_t:4805 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.6854 +2026-01-08 14:22:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:318.37 total_reward_ma:282.88 loss:0.09421 fps:2034 +frame:9.78e+06 wall_t:4809 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.7152 +2026-01-08 14:22:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:317.29 total_reward_ma:283.39 loss:0.01989 fps:2034 +frame:9.79e+06 wall_t:4813 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.8243 +2026-01-08 14:22:15 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:315.61 total_reward_ma:283.89 loss:0.03942 fps:2034 +frame:9.80e+06 wall_t:4817 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.7155 +2026-01-08 14:22:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:312.70 total_reward_ma:284.36 loss:0.05153 fps:2035 +frame:9.81e+06 wall_t:4820 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.7073 +2026-01-08 14:22:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:311.80 total_reward_ma:284.82 loss:0.05709 fps:2036 +frame:9.82e+06 wall_t:4824 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.6625 +2026-01-08 14:22:26 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:313.72 total_reward_ma:285.35 loss:0.02098 fps:2036 +frame:9.83e+06 wall_t:4828 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.6645 +2026-01-08 14:22:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:320.60 total_reward_ma:285.94 loss:0.05449 fps:2037 +frame:9.84e+06 wall_t:4831 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.7724 +2026-01-08 14:22:33 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:312.73 total_reward_ma:286.48 loss:0.03794 fps:2037 +frame:9.85e+06 wall_t:4835 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.6556 +2026-01-08 14:22:37 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:311.72 total_reward_ma:287.05 loss:0.005566 fps:2038 +frame:9.86e+06 wall_t:4839 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.7409 +2026-01-08 14:22:41 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:308.48 total_reward_ma:287.72 loss:0.0262 fps:2038 +frame:9.87e+06 wall_t:4843 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.6951 +2026-01-08 14:22:44 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:308.48 total_reward_ma:288.33 loss:0.03704 fps:2039 +frame:9.88e+06 wall_t:4846 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.6789 +2026-01-08 14:22:48 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:313.15 total_reward_ma:288.98 loss:0.02395 fps:2039 +frame:9.89e+06 wall_t:4850 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.6914 +2026-01-08 14:22:51 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:312.74 total_reward_ma:289.59 loss:0.05328 fps:2040 +frame:9.90e+06 wall_t:4853 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.691 +2026-01-08 14:22:55 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:315.10 total_reward_ma:290.14 loss:0.03484 fps:2040 +frame:9.91e+06 wall_t:4857 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.6387 +2026-01-08 14:22:59 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:321.70 total_reward_ma:290.73 loss:0.047 fps:2041 +frame:9.92e+06 wall_t:4861 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.6974 +2026-01-08 14:23:03 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:326.42 total_reward_ma:291.40 loss:0.05129 fps:2041 +frame:9.93e+06 wall_t:4865 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.7285 +2026-01-08 14:23:07 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:322.87 total_reward_ma:291.98 loss:0.03939 fps:2041 +frame:9.94e+06 wall_t:4869 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.7156 +2026-01-08 14:23:11 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:324.50 total_reward_ma:292.51 loss:0.02386 fps:2042 +frame:9.95e+06 wall_t:4873 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.6868 +2026-01-08 14:23:14 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:330.35 total_reward_ma:293.11 loss:0.04872 fps:2043 +frame:9.96e+06 wall_t:4876 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.7079 +2026-01-08 14:23:18 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:331.22 total_reward_ma:293.73 loss:0.02584 fps:2043 +frame:9.97e+06 wall_t:4880 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.7471 +2026-01-08 14:23:22 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:333.40 total_reward_ma:294.33 loss:0.02184 fps:2043 +frame:9.98e+06 wall_t:4884 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.7113 +2026-01-08 14:23:25 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:331.82 total_reward_ma:294.83 loss:0.06678 fps:2044 +frame:9.99e+06 wall_t:4887 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.7512 +2026-01-08 14:23:29 | INFO | PID:1331 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_breakout_t0_s1 [train] +total_reward:329.77 total_reward_ma:295.31 loss:0.03838 fps:2045 +frame:1.00e+07 wall_t:4891 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.7825 +2026-01-08 14:23:29 | INFO | PID:1331 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s2.log b/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..bd59e8d996dcf0321052cd06898b92e3bbf2ba00 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-08 13:01:56 | INFO | PID:1332 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:02:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:1.20 total_reward_ma:1.20 loss:-0.007647 fps:400 +frame:1.00e+04 wall_t:25 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.343 +2026-01-08 13:02:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:1.47 total_reward_ma:1.34 loss:-0.01008 fps:625 +frame:2.00e+04 wall_t:32 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.313 +2026-01-08 13:02:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:1.77 total_reward_ma:1.48 loss:-0.01431 fps:810.8 +frame:3.00e+04 wall_t:37 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.316 +2026-01-08 13:02:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.01 total_reward_ma:1.61 loss:-0.01345 fps:930.2 +frame:4.00e+04 wall_t:43 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.294 +2026-01-08 13:02:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.14 total_reward_ma:1.72 loss:-0.01532 fps:1020 +frame:5.00e+04 wall_t:49 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.293 +2026-01-08 13:02:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.32 total_reward_ma:1.82 loss:-0.01494 fps:1091 +frame:6.00e+04 wall_t:55 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.254 +2026-01-08 13:02:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.28 total_reward_ma:1.88 loss:-0.01496 fps:1148 +frame:7.00e+04 wall_t:61 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.267 +2026-01-08 13:03:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.23 total_reward_ma:1.93 loss:-0.01589 fps:1194 +frame:8.00e+04 wall_t:67 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.211 +2026-01-08 13:03:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.15 total_reward_ma:1.95 loss:-0.01544 fps:1268 +frame:9.00e+04 wall_t:71 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.212 +2026-01-08 13:03:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.32 total_reward_ma:1.99 loss:-0.01509 fps:1299 +frame:1.00e+05 wall_t:77 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.212 +2026-01-08 13:03:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.39 total_reward_ma:2.03 loss:-0.01308 fps:1341 +frame:1.10e+05 wall_t:82 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.211 +2026-01-08 13:03:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.29 total_reward_ma:2.05 loss:-0.01368 fps:1364 +frame:1.20e+05 wall_t:88 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.203 +2026-01-08 13:03:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.21 total_reward_ma:2.06 loss:-0.0161 fps:1383 +frame:1.30e+05 wall_t:94 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.163 +2026-01-08 13:03:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.20 total_reward_ma:2.07 loss:-0.01383 fps:1400 +frame:1.40e+05 wall_t:100 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.139 +2026-01-08 13:03:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.10 total_reward_ma:2.07 loss:-0.0143 fps:1429 +frame:1.50e+05 wall_t:105 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.19 +2026-01-08 13:03:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.10 total_reward_ma:2.07 loss:-0.01685 fps:1441 +frame:1.60e+05 wall_t:111 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.129 +2026-01-08 13:03:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.21 total_reward_ma:2.08 loss:-0.01504 fps:1466 +frame:1.70e+05 wall_t:116 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.17 +2026-01-08 13:03:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.18 total_reward_ma:2.09 loss:-0.01482 fps:1488 +frame:1.80e+05 wall_t:121 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.102 +2026-01-08 13:04:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.29 total_reward_ma:2.10 loss:-0.01246 fps:1496 +frame:1.90e+05 wall_t:127 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.133 +2026-01-08 13:04:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.37 total_reward_ma:2.11 loss:-0.01687 fps:1504 +frame:2.00e+05 wall_t:133 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.149 +2026-01-08 13:04:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.26 total_reward_ma:2.12 loss:-0.0156 fps:1522 +frame:2.10e+05 wall_t:138 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.119 +2026-01-08 13:04:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.04 total_reward_ma:2.12 loss:-0.01741 fps:1528 +frame:2.20e+05 wall_t:144 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.096 +2026-01-08 13:04:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.13 total_reward_ma:2.12 loss:-0.01757 fps:1544 +frame:2.30e+05 wall_t:149 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.054 +2026-01-08 13:04:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.25 total_reward_ma:2.12 loss:-0.01563 fps:1548 +frame:2.40e+05 wall_t:155 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.034 +2026-01-08 13:04:38 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.26 total_reward_ma:2.13 loss:-0.01622 fps:1562 +frame:2.50e+05 wall_t:160 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.072 +2026-01-08 13:04:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.32 total_reward_ma:2.13 loss:-0.01239 fps:1566 +frame:2.60e+05 wall_t:166 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.035 +2026-01-08 13:04:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.53 total_reward_ma:2.15 loss:-0.01588 fps:1570 +frame:2.70e+05 wall_t:172 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.038 +2026-01-08 13:04:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:2.81 total_reward_ma:2.17 loss:-0.01711 fps:1573 +frame:2.80e+05 wall_t:178 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.011 +2026-01-08 13:05:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:3.23 total_reward_ma:2.21 loss:-0.01255 fps:1585 +frame:2.90e+05 wall_t:183 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:0.9825 +2026-01-08 13:05:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:3.49 total_reward_ma:2.25 loss:-0.01179 fps:1579 +frame:3.00e+05 wall_t:190 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:0.8752 +2026-01-08 13:05:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:3.92 total_reward_ma:2.31 loss:-0.0124 fps:1582 +frame:3.10e+05 wall_t:196 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:0.9621 +2026-01-08 13:05:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:4.44 total_reward_ma:2.37 loss:-0.007309 fps:1592 +frame:3.20e+05 wall_t:201 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:0.7996 +2026-01-08 13:05:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:4.75 total_reward_ma:2.44 loss:-0.01339 fps:1594 +frame:3.30e+05 wall_t:207 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:0.8887 +2026-01-08 13:05:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:5.21 total_reward_ma:2.53 loss:-0.007413 fps:1596 +frame:3.40e+05 wall_t:213 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:0.7897 +2026-01-08 13:05:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:5.49 total_reward_ma:2.61 loss:-0.01212 fps:1606 +frame:3.50e+05 wall_t:218 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:0.8762 +2026-01-08 13:05:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:5.90 total_reward_ma:2.70 loss:-0.008257 fps:1614 +frame:3.60e+05 wall_t:223 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:0.7871 +2026-01-08 13:05:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:6.42 total_reward_ma:2.80 loss:-0.01038 fps:1623 +frame:3.70e+05 wall_t:228 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:0.7962 +2026-01-08 13:05:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:6.63 total_reward_ma:2.90 loss:-0.01135 fps:1631 +frame:3.80e+05 wall_t:233 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:0.7981 +2026-01-08 13:05:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:6.93 total_reward_ma:3.01 loss:-0.009264 fps:1632 +frame:3.90e+05 wall_t:239 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:0.7666 +2026-01-08 13:06:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:7.16 total_reward_ma:3.11 loss:-0.008995 fps:1639 +frame:4.00e+05 wall_t:244 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:0.7663 +2026-01-08 13:06:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:7.35 total_reward_ma:3.21 loss:-0.01105 fps:1640 +frame:4.10e+05 wall_t:250 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:0.7358 +2026-01-08 13:06:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:7.98 total_reward_ma:3.33 loss:-0.01013 fps:1647 +frame:4.20e+05 wall_t:255 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:0.8153 +2026-01-08 13:06:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:8.33 total_reward_ma:3.44 loss:-0.01162 fps:1654 +frame:4.30e+05 wall_t:260 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:0.814 +2026-01-08 13:06:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:8.74 total_reward_ma:3.56 loss:-0.0122 fps:1660 +frame:4.40e+05 wall_t:265 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:0.8331 +2026-01-08 13:06:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:8.88 total_reward_ma:3.68 loss:-0.007895 fps:1661 +frame:4.50e+05 wall_t:271 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:0.8683 +2026-01-08 13:06:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:8.94 total_reward_ma:3.80 loss:-0.01403 fps:1667 +frame:4.60e+05 wall_t:276 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:0.8676 +2026-01-08 13:06:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:8.84 total_reward_ma:3.90 loss:-0.01425 fps:1673 +frame:4.70e+05 wall_t:281 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:0.7808 +2026-01-08 13:06:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:9.20 total_reward_ma:4.01 loss:-0.008812 fps:1672 +frame:4.80e+05 wall_t:287 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.6606 +2026-01-08 13:06:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:9.35 total_reward_ma:4.12 loss:-0.01057 fps:1672 +frame:4.90e+05 wall_t:293 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:0.7141 +2026-01-08 13:06:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:9.97 total_reward_ma:4.24 loss:-0.008002 fps:1672 +frame:5.00e+05 wall_t:299 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.7868 +2026-01-08 13:07:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:10.41 total_reward_ma:4.36 loss:-0.01197 fps:1672 +frame:5.10e+05 wall_t:305 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.8045 +2026-01-08 13:07:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:11.21 total_reward_ma:4.49 loss:-0.009159 fps:1683 +frame:5.20e+05 wall_t:309 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.7886 +2026-01-08 13:07:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:11.49 total_reward_ma:4.62 loss:-0.007051 fps:1683 +frame:5.30e+05 wall_t:315 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.7667 +2026-01-08 13:07:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:11.51 total_reward_ma:4.75 loss:-0.007674 fps:1688 +frame:5.40e+05 wall_t:320 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.7856 +2026-01-08 13:07:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:11.74 total_reward_ma:4.88 loss:-0.009982 fps:1687 +frame:5.50e+05 wall_t:326 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:0.8 +2026-01-08 13:07:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:11.88 total_reward_ma:5.00 loss:-0.01523 fps:1692 +frame:5.60e+05 wall_t:331 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.8296 +2026-01-08 13:07:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:11.66 total_reward_ma:5.12 loss:-0.01295 fps:1691 +frame:5.70e+05 wall_t:337 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.7751 +2026-01-08 13:07:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:11.81 total_reward_ma:5.24 loss:-0.01219 fps:1691 +frame:5.80e+05 wall_t:343 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.8318 +2026-01-08 13:07:46 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:11.98 total_reward_ma:5.35 loss:-0.007852 fps:1695 +frame:5.90e+05 wall_t:348 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.7807 +2026-01-08 13:07:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:12.04 total_reward_ma:5.46 loss:-0.01346 fps:1695 +frame:6.00e+05 wall_t:354 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.7741 +2026-01-08 13:07:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:12.29 total_reward_ma:5.57 loss:-0.01256 fps:1699 +frame:6.10e+05 wall_t:359 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.7957 +2026-01-08 13:08:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:12.54 total_reward_ma:5.69 loss:-0.01244 fps:1699 +frame:6.20e+05 wall_t:365 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.7824 +2026-01-08 13:08:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:12.45 total_reward_ma:5.79 loss:-0.009869 fps:1698 +frame:6.30e+05 wall_t:371 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.7686 +2026-01-08 13:08:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:12.57 total_reward_ma:5.90 loss:-0.01363 fps:1702 +frame:6.40e+05 wall_t:376 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.7764 +2026-01-08 13:08:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:12.48 total_reward_ma:6.00 loss:-0.01323 fps:1702 +frame:6.50e+05 wall_t:382 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.7697 +2026-01-08 13:08:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:12.88 total_reward_ma:6.10 loss:-0.01283 fps:1701 +frame:6.60e+05 wall_t:388 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.7397 +2026-01-08 13:08:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:12.61 total_reward_ma:6.20 loss:-0.01161 fps:1701 +frame:6.70e+05 wall_t:394 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.7645 +2026-01-08 13:08:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:12.99 total_reward_ma:6.30 loss:-0.01097 fps:1700 +frame:6.80e+05 wall_t:400 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.7313 +2026-01-08 13:08:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:13.08 total_reward_ma:6.40 loss:-0.01114 fps:1704 +frame:6.90e+05 wall_t:405 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.74 +2026-01-08 13:08:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:13.29 total_reward_ma:6.50 loss:-0.01226 fps:1703 +frame:7.00e+05 wall_t:411 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.784 +2026-01-08 13:08:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:13.38 total_reward_ma:6.60 loss:-0.01091 fps:1703 +frame:7.10e+05 wall_t:417 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.7511 +2026-01-08 13:09:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:13.45 total_reward_ma:6.69 loss:-0.01319 fps:1702 +frame:7.20e+05 wall_t:423 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.7897 +2026-01-08 13:09:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:13.54 total_reward_ma:6.78 loss:-0.01055 fps:1702 +frame:7.30e+05 wall_t:429 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.747 +2026-01-08 13:09:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:13.86 total_reward_ma:6.88 loss:-0.009318 fps:1705 +frame:7.40e+05 wall_t:434 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.7029 +2026-01-08 13:09:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:13.57 total_reward_ma:6.97 loss:-0.007745 fps:1701 +frame:7.50e+05 wall_t:441 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.7131 +2026-01-08 13:09:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:13.47 total_reward_ma:7.05 loss:-0.01294 fps:1700 +frame:7.60e+05 wall_t:447 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.6997 +2026-01-08 13:09:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:14.31 total_reward_ma:7.15 loss:-0.01227 fps:1700 +frame:7.70e+05 wall_t:453 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.6827 +2026-01-08 13:09:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:14.28 total_reward_ma:7.24 loss:-0.008988 fps:1699 +frame:7.80e+05 wall_t:459 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.6982 +2026-01-08 13:09:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:14.50 total_reward_ma:7.33 loss:-0.008768 fps:1699 +frame:7.90e+05 wall_t:465 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.7074 +2026-01-08 13:09:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:14.53 total_reward_ma:7.42 loss:-0.007079 fps:1702 +frame:8.00e+05 wall_t:470 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.6953 +2026-01-08 13:09:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:14.83 total_reward_ma:7.51 loss:-0.01258 fps:1702 +frame:8.10e+05 wall_t:476 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.7211 +2026-01-08 13:10:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:15.04 total_reward_ma:7.61 loss:-0.01016 fps:1701 +frame:8.20e+05 wall_t:482 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.7303 +2026-01-08 13:10:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:14.56 total_reward_ma:7.69 loss:-0.007783 fps:1701 +frame:8.30e+05 wall_t:488 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.7245 +2026-01-08 13:10:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:14.93 total_reward_ma:7.78 loss:-0.009323 fps:1697 +frame:8.40e+05 wall_t:495 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.7609 +2026-01-08 13:10:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:15.34 total_reward_ma:7.86 loss:-0.009329 fps:1697 +frame:8.50e+05 wall_t:501 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.7687 +2026-01-08 13:10:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:15.18 total_reward_ma:7.95 loss:-0.01374 fps:1696 +frame:8.60e+05 wall_t:507 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.801 +2026-01-08 13:10:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:15.88 total_reward_ma:8.04 loss:-0.01371 fps:1696 +frame:8.70e+05 wall_t:513 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.7646 +2026-01-08 13:10:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:16.07 total_reward_ma:8.13 loss:-0.01149 fps:1699 +frame:8.80e+05 wall_t:518 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.7417 +2026-01-08 13:10:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:16.31 total_reward_ma:8.22 loss:-0.01097 fps:1695 +frame:8.90e+05 wall_t:525 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.7732 +2026-01-08 13:10:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:16.65 total_reward_ma:8.32 loss:-0.0141 fps:1695 +frame:9.00e+05 wall_t:531 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.7637 +2026-01-08 13:10:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:15.98 total_reward_ma:8.40 loss:-0.009317 fps:1698 +frame:9.10e+05 wall_t:536 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.7874 +2026-01-08 13:11:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:15.83 total_reward_ma:8.48 loss:-0.01315 fps:1697 +frame:9.20e+05 wall_t:542 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.7723 +2026-01-08 13:11:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:15.50 total_reward_ma:8.56 loss:-0.01506 fps:1697 +frame:9.30e+05 wall_t:548 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.7848 +2026-01-08 13:11:11 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:15.61 total_reward_ma:8.63 loss:-0.01277 fps:1697 +frame:9.40e+05 wall_t:554 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.7937 +2026-01-08 13:11:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:15.95 total_reward_ma:8.71 loss:-0.01407 fps:1699 +frame:9.50e+05 wall_t:559 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.7378 +2026-01-08 13:11:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:15.40 total_reward_ma:8.78 loss:-0.01394 fps:1699 +frame:9.60e+05 wall_t:565 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.7724 +2026-01-08 13:11:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:16.19 total_reward_ma:8.86 loss:-0.009064 fps:1702 +frame:9.70e+05 wall_t:570 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.7081 +2026-01-08 13:11:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:16.23 total_reward_ma:8.93 loss:-0.009914 fps:1701 +frame:9.80e+05 wall_t:576 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.6922 +2026-01-08 13:11:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:16.35 total_reward_ma:9.01 loss:-0.01349 fps:1704 +frame:9.90e+05 wall_t:581 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.7134 +2026-01-08 13:11:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:16.19 total_reward_ma:9.08 loss:-0.009655 fps:1704 +frame:1.00e+06 wall_t:587 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.6966 +2026-01-08 13:11:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:16.14 total_reward_ma:9.23 loss:-0.01087 fps:1706 +frame:1.01e+06 wall_t:592 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.6705 +2026-01-08 13:11:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:17.20 total_reward_ma:9.38 loss:-0.01267 fps:1706 +frame:1.02e+06 wall_t:598 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.737 +2026-01-08 13:12:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:17.33 total_reward_ma:9.54 loss:-0.008904 fps:1708 +frame:1.03e+06 wall_t:603 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.696 +2026-01-08 13:12:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:17.50 total_reward_ma:9.70 loss:-0.005536 fps:1711 +frame:1.04e+06 wall_t:608 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.6454 +2026-01-08 13:12:11 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:17.73 total_reward_ma:9.85 loss:-0.009531 fps:1710 +frame:1.05e+06 wall_t:614 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.7309 +2026-01-08 13:12:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:18.25 total_reward_ma:10.01 loss:-0.009405 fps:1710 +frame:1.06e+06 wall_t:620 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.6392 +2026-01-08 13:12:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:18.97 total_reward_ma:10.18 loss:-0.01138 fps:1709 +frame:1.07e+06 wall_t:626 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.6734 +2026-01-08 13:12:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.09 total_reward_ma:10.35 loss:-0.01026 fps:1712 +frame:1.08e+06 wall_t:631 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.696 +2026-01-08 13:12:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.27 total_reward_ma:10.52 loss:-0.008815 fps:1708 +frame:1.09e+06 wall_t:638 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.7272 +2026-01-08 13:12:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.28 total_reward_ma:10.69 loss:-0.01286 fps:1708 +frame:1.10e+06 wall_t:644 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.6956 +2026-01-08 13:12:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.23 total_reward_ma:10.86 loss:-0.008525 fps:1710 +frame:1.11e+06 wall_t:649 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.7235 +2026-01-08 13:12:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.14 total_reward_ma:11.02 loss:-0.01002 fps:1710 +frame:1.12e+06 wall_t:655 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.7291 +2026-01-08 13:12:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:18.91 total_reward_ma:11.19 loss:-0.006941 fps:1710 +frame:1.13e+06 wall_t:661 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.7229 +2026-01-08 13:13:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.10 total_reward_ma:11.36 loss:-0.008355 fps:1709 +frame:1.14e+06 wall_t:667 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.6796 +2026-01-08 13:13:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:18.45 total_reward_ma:11.52 loss:-0.007555 fps:1711 +frame:1.15e+06 wall_t:672 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.7024 +2026-01-08 13:13:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:18.54 total_reward_ma:11.69 loss:-0.01157 fps:1711 +frame:1.16e+06 wall_t:678 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.7054 +2026-01-08 13:13:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:18.85 total_reward_ma:11.85 loss:-0.01062 fps:1713 +frame:1.17e+06 wall_t:683 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.7185 +2026-01-08 13:13:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.03 total_reward_ma:12.02 loss:-0.01278 fps:1713 +frame:1.18e+06 wall_t:689 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.6502 +2026-01-08 13:13:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.50 total_reward_ma:12.19 loss:-0.01207 fps:1715 +frame:1.19e+06 wall_t:694 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.6651 +2026-01-08 13:13:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.19 total_reward_ma:12.36 loss:-0.008566 fps:1717 +frame:1.20e+06 wall_t:699 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.6894 +2026-01-08 13:13:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.32 total_reward_ma:12.53 loss:-0.01319 fps:1716 +frame:1.21e+06 wall_t:705 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.7048 +2026-01-08 13:13:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:19.74 total_reward_ma:12.71 loss:-0.01163 fps:1716 +frame:1.22e+06 wall_t:711 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.6396 +2026-01-08 13:13:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:20.03 total_reward_ma:12.89 loss:-0.00715 fps:1713 +frame:1.23e+06 wall_t:718 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.6488 +2026-01-08 13:14:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:20.88 total_reward_ma:13.08 loss:-0.01089 fps:1713 +frame:1.24e+06 wall_t:724 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.6703 +2026-01-08 13:14:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:21.03 total_reward_ma:13.26 loss:-0.009428 fps:1715 +frame:1.25e+06 wall_t:729 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.6763 +2026-01-08 13:14:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:21.32 total_reward_ma:13.45 loss:-0.01144 fps:1714 +frame:1.26e+06 wall_t:735 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.6613 +2026-01-08 13:14:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:22.09 total_reward_ma:13.65 loss:-0.008361 fps:1716 +frame:1.27e+06 wall_t:740 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.6555 +2026-01-08 13:14:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:22.47 total_reward_ma:13.85 loss:-0.008103 fps:1716 +frame:1.28e+06 wall_t:746 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.631 +2026-01-08 13:14:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:23.15 total_reward_ma:14.04 loss:-0.009106 fps:1715 +frame:1.29e+06 wall_t:752 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.6602 +2026-01-08 13:14:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:23.65 total_reward_ma:14.25 loss:-0.008848 fps:1715 +frame:1.30e+06 wall_t:758 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.6015 +2026-01-08 13:14:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:23.68 total_reward_ma:14.44 loss:-0.008522 fps:1715 +frame:1.31e+06 wall_t:764 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.6262 +2026-01-08 13:14:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:24.00 total_reward_ma:14.64 loss:-0.008326 fps:1717 +frame:1.32e+06 wall_t:769 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.6145 +2026-01-08 13:14:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:24.09 total_reward_ma:14.83 loss:-0.005323 fps:1716 +frame:1.33e+06 wall_t:775 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.6157 +2026-01-08 13:14:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:23.94 total_reward_ma:15.02 loss:-0.00757 fps:1714 +frame:1.34e+06 wall_t:782 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.6743 +2026-01-08 13:15:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:24.03 total_reward_ma:15.21 loss:-0.006358 fps:1713 +frame:1.35e+06 wall_t:788 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.6209 +2026-01-08 13:15:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:24.39 total_reward_ma:15.39 loss:-0.008794 fps:1713 +frame:1.36e+06 wall_t:794 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.6627 +2026-01-08 13:15:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:23.65 total_reward_ma:15.56 loss:-0.006828 fps:1715 +frame:1.37e+06 wall_t:799 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.6424 +2026-01-08 13:15:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:24.21 total_reward_ma:15.74 loss:-0.007696 fps:1714 +frame:1.38e+06 wall_t:805 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.6066 +2026-01-08 13:15:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:23.45 total_reward_ma:15.90 loss:-0.01189 fps:1714 +frame:1.39e+06 wall_t:811 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.6633 +2026-01-08 13:15:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:23.56 total_reward_ma:16.07 loss:-0.005218 fps:1714 +frame:1.40e+06 wall_t:817 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.6163 +2026-01-08 13:15:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:23.79 total_reward_ma:16.23 loss:-0.008694 fps:1715 +frame:1.41e+06 wall_t:822 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.648 +2026-01-08 13:15:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:23.90 total_reward_ma:16.39 loss:-0.007004 fps:1715 +frame:1.42e+06 wall_t:828 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.6528 +2026-01-08 13:15:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:25.23 total_reward_ma:16.56 loss:0.02806 fps:1717 +frame:1.43e+06 wall_t:833 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.6523 +2026-01-08 13:15:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:28.50 total_reward_ma:16.76 loss:-0.009778 fps:1718 +frame:1.44e+06 wall_t:838 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.6185 +2026-01-08 13:16:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:28.95 total_reward_ma:16.96 loss:-0.01005 fps:1718 +frame:1.45e+06 wall_t:844 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.6541 +2026-01-08 13:16:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:29.11 total_reward_ma:17.16 loss:-0.005274 fps:1720 +frame:1.46e+06 wall_t:849 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.609 +2026-01-08 13:16:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:29.21 total_reward_ma:17.36 loss:-0.007759 fps:1721 +frame:1.47e+06 wall_t:854 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.6513 +2026-01-08 13:16:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:29.04 total_reward_ma:17.56 loss:-0.004596 fps:1721 +frame:1.48e+06 wall_t:860 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.654 +2026-01-08 13:16:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:28.91 total_reward_ma:17.76 loss:-0.005352 fps:1721 +frame:1.49e+06 wall_t:866 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.5919 +2026-01-08 13:16:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:28.99 total_reward_ma:17.95 loss:-0.005127 fps:1722 +frame:1.50e+06 wall_t:871 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.5888 +2026-01-08 13:16:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:28.71 total_reward_ma:18.13 loss:-0.005298 fps:1722 +frame:1.51e+06 wall_t:877 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.5345 +2026-01-08 13:16:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:26.08 total_reward_ma:18.28 loss:-0.006367 fps:1723 +frame:1.52e+06 wall_t:882 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.6272 +2026-01-08 13:16:46 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:25.89 total_reward_ma:18.42 loss:-0.007709 fps:1723 +frame:1.53e+06 wall_t:888 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.6798 +2026-01-08 13:16:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:26.18 total_reward_ma:18.57 loss:-0.002709 fps:1723 +frame:1.54e+06 wall_t:894 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.6384 +2026-01-08 13:16:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:26.45 total_reward_ma:18.72 loss:-0.006051 fps:1722 +frame:1.55e+06 wall_t:900 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.6403 +2026-01-08 13:17:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:26.77 total_reward_ma:18.87 loss:-0.01065 fps:1724 +frame:1.56e+06 wall_t:905 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.6457 +2026-01-08 13:17:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:26.27 total_reward_ma:19.01 loss:-0.004105 fps:1725 +frame:1.57e+06 wall_t:910 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.637 +2026-01-08 13:17:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:26.43 total_reward_ma:19.16 loss:-0.00738 fps:1727 +frame:1.58e+06 wall_t:915 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.6031 +2026-01-08 13:17:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:26.13 total_reward_ma:19.30 loss:-0.009618 fps:1728 +frame:1.59e+06 wall_t:920 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.6247 +2026-01-08 13:17:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:25.21 total_reward_ma:19.43 loss:-0.009714 fps:1730 +frame:1.60e+06 wall_t:925 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.6454 +2026-01-08 13:17:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:24.45 total_reward_ma:19.55 loss:-0.008256 fps:1733 +frame:1.61e+06 wall_t:929 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.6077 +2026-01-08 13:17:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:24.60 total_reward_ma:19.67 loss:-0.005297 fps:1734 +frame:1.62e+06 wall_t:934 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.6399 +2026-01-08 13:17:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:24.87 total_reward_ma:19.80 loss:-0.007323 fps:1738 +frame:1.63e+06 wall_t:938 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.633 +2026-01-08 13:17:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:25.02 total_reward_ma:19.92 loss:-0.008449 fps:1739 +frame:1.64e+06 wall_t:943 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.6621 +2026-01-08 13:17:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:25.94 total_reward_ma:20.06 loss:-0.006631 fps:1741 +frame:1.65e+06 wall_t:948 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.6288 +2026-01-08 13:17:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:26.72 total_reward_ma:20.20 loss:-0.006528 fps:1742 +frame:1.66e+06 wall_t:953 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.6497 +2026-01-08 13:17:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:26.88 total_reward_ma:20.34 loss:-0.009496 fps:1743 +frame:1.67e+06 wall_t:958 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.7124 +2026-01-08 13:18:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:27.89 total_reward_ma:20.49 loss:-0.00657 fps:1745 +frame:1.68e+06 wall_t:963 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.6482 +2026-01-08 13:18:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:29.28 total_reward_ma:20.65 loss:-0.004906 fps:1746 +frame:1.69e+06 wall_t:968 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.6598 +2026-01-08 13:18:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:30.05 total_reward_ma:20.82 loss:-0.008045 fps:1749 +frame:1.70e+06 wall_t:972 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.6483 +2026-01-08 13:18:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:30.83 total_reward_ma:20.99 loss:-0.005919 fps:1750 +frame:1.71e+06 wall_t:977 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.6209 +2026-01-08 13:18:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:31.23 total_reward_ma:21.17 loss:-0.008624 fps:1752 +frame:1.72e+06 wall_t:982 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.6676 +2026-01-08 13:18:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:31.85 total_reward_ma:21.35 loss:-0.00846 fps:1753 +frame:1.73e+06 wall_t:987 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.6801 +2026-01-08 13:18:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:32.46 total_reward_ma:21.54 loss:-0.007623 fps:1754 +frame:1.74e+06 wall_t:992 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.5911 +2026-01-08 13:18:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:33.22 total_reward_ma:21.74 loss:-0.008323 fps:1757 +frame:1.75e+06 wall_t:996 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.659 +2026-01-08 13:18:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:33.09 total_reward_ma:21.93 loss:-0.00528 fps:1758 +frame:1.76e+06 wall_t:1001 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.5921 +2026-01-08 13:18:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:33.76 total_reward_ma:22.13 loss:-0.004415 fps:1758 +frame:1.77e+06 wall_t:1007 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.5725 +2026-01-08 13:18:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:33.96 total_reward_ma:22.32 loss:-0.006925 fps:1761 +frame:1.78e+06 wall_t:1011 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.6451 +2026-01-08 13:18:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:34.26 total_reward_ma:22.52 loss:-0.005487 fps:1762 +frame:1.79e+06 wall_t:1016 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.606 +2026-01-08 13:18:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:34.16 total_reward_ma:22.72 loss:-0.008888 fps:1765 +frame:1.80e+06 wall_t:1020 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.5807 +2026-01-08 13:19:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:34.99 total_reward_ma:22.92 loss:-0.005011 fps:1766 +frame:1.81e+06 wall_t:1025 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.5996 +2026-01-08 13:19:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:37.12 total_reward_ma:23.14 loss:-0.005382 fps:1767 +frame:1.82e+06 wall_t:1030 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.5418 +2026-01-08 13:19:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:37.34 total_reward_ma:23.37 loss:-0.000979 fps:1770 +frame:1.83e+06 wall_t:1034 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.5613 +2026-01-08 13:19:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:36.78 total_reward_ma:23.59 loss:-0.001314 fps:1771 +frame:1.84e+06 wall_t:1039 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.5701 +2026-01-08 13:19:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:36.51 total_reward_ma:23.80 loss:-0.005026 fps:1772 +frame:1.85e+06 wall_t:1044 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.6429 +2026-01-08 13:19:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:37.73 total_reward_ma:24.02 loss:-0.005802 fps:1773 +frame:1.86e+06 wall_t:1049 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.5669 +2026-01-08 13:19:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:38.15 total_reward_ma:24.25 loss:-0.008044 fps:1776 +frame:1.87e+06 wall_t:1053 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.6408 +2026-01-08 13:19:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:39.52 total_reward_ma:24.48 loss:-0.0007628 fps:1777 +frame:1.88e+06 wall_t:1058 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.5268 +2026-01-08 13:19:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:39.68 total_reward_ma:24.71 loss:-0.006721 fps:1780 +frame:1.89e+06 wall_t:1062 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.5584 +2026-01-08 13:19:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:41.72 total_reward_ma:24.96 loss:-0.002157 fps:1781 +frame:1.90e+06 wall_t:1067 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.5769 +2026-01-08 13:19:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:42.92 total_reward_ma:25.23 loss:-0.00463 fps:1783 +frame:1.91e+06 wall_t:1071 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.6505 +2026-01-08 13:19:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.06 total_reward_ma:25.51 loss:-0.001457 fps:1784 +frame:1.92e+06 wall_t:1076 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.5813 +2026-01-08 13:19:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:42.42 total_reward_ma:25.78 loss:-0.001978 fps:1785 +frame:1.93e+06 wall_t:1081 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.64 +2026-01-08 13:20:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.75 total_reward_ma:26.06 loss:-0.006752 fps:1785 +frame:1.94e+06 wall_t:1087 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.5532 +2026-01-08 13:20:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.04 total_reward_ma:26.35 loss:-0.0009576 fps:1787 +frame:1.95e+06 wall_t:1091 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.6083 +2026-01-08 13:20:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.21 total_reward_ma:26.65 loss:-0.001879 fps:1788 +frame:1.96e+06 wall_t:1096 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.6093 +2026-01-08 13:20:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.70 total_reward_ma:26.94 loss:-0.006083 fps:1791 +frame:1.97e+06 wall_t:1100 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.5701 +2026-01-08 13:20:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.86 total_reward_ma:27.24 loss:0.002276 fps:1792 +frame:1.98e+06 wall_t:1105 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.5976 +2026-01-08 13:20:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.51 total_reward_ma:27.52 loss:-0.004867 fps:1793 +frame:1.99e+06 wall_t:1110 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.5976 +2026-01-08 13:20:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.33 total_reward_ma:27.80 loss:-0.007783 fps:1794 +frame:2.00e+06 wall_t:1115 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.6034 +2026-01-08 13:20:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.89 total_reward_ma:28.08 loss:-0.005483 fps:1796 +frame:2.01e+06 wall_t:1119 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.5528 +2026-01-08 13:20:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.55 total_reward_ma:28.34 loss:-0.002755 fps:1797 +frame:2.02e+06 wall_t:1124 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.6301 +2026-01-08 13:20:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.53 total_reward_ma:28.60 loss:-0.005967 fps:1798 +frame:2.03e+06 wall_t:1129 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.5803 +2026-01-08 13:20:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.04 total_reward_ma:28.87 loss:-0.003278 fps:1799 +frame:2.04e+06 wall_t:1134 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.5826 +2026-01-08 13:20:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.44 total_reward_ma:29.14 loss:-0.004698 fps:1801 +frame:2.05e+06 wall_t:1138 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.5912 +2026-01-08 13:21:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.78 total_reward_ma:29.39 loss:0.0009021 fps:1802 +frame:2.06e+06 wall_t:1143 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.5881 +2026-01-08 13:21:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.34 total_reward_ma:29.63 loss:-0.002893 fps:1805 +frame:2.07e+06 wall_t:1147 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.6359 +2026-01-08 13:21:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.56 total_reward_ma:29.89 loss:-0.003864 fps:1806 +frame:2.08e+06 wall_t:1152 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.5838 +2026-01-08 13:21:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.02 total_reward_ma:30.14 loss:-0.001242 fps:1806 +frame:2.09e+06 wall_t:1157 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.6112 +2026-01-08 13:21:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.33 total_reward_ma:30.40 loss:-0.002416 fps:1807 +frame:2.10e+06 wall_t:1162 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.6462 +2026-01-08 13:21:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.48 total_reward_ma:30.66 loss:-0.001549 fps:1810 +frame:2.11e+06 wall_t:1166 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.5968 +2026-01-08 13:21:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.09 total_reward_ma:30.91 loss:-0.002157 fps:1810 +frame:2.12e+06 wall_t:1171 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.5902 +2026-01-08 13:21:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.10 total_reward_ma:31.16 loss:-0.007877 fps:1811 +frame:2.13e+06 wall_t:1176 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.5668 +2026-01-08 13:21:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.47 total_reward_ma:31.40 loss:-0.004275 fps:1812 +frame:2.14e+06 wall_t:1181 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.6109 +2026-01-08 13:21:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:42.98 total_reward_ma:31.65 loss:-0.002764 fps:1813 +frame:2.15e+06 wall_t:1186 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.641 +2026-01-08 13:21:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:42.79 total_reward_ma:31.89 loss:-0.005008 fps:1814 +frame:2.16e+06 wall_t:1191 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.5885 +2026-01-08 13:21:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.62 total_reward_ma:32.15 loss:-0.00816 fps:1814 +frame:2.17e+06 wall_t:1196 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.6125 +2026-01-08 13:21:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.19 total_reward_ma:32.41 loss:-0.006423 fps:1817 +frame:2.18e+06 wall_t:1200 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.6225 +2026-01-08 13:22:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.12 total_reward_ma:32.67 loss:-0.003196 fps:1817 +frame:2.19e+06 wall_t:1205 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.5863 +2026-01-08 13:22:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.68 total_reward_ma:32.93 loss:-0.01428 fps:1818 +frame:2.20e+06 wall_t:1210 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.5706 +2026-01-08 13:22:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.45 total_reward_ma:33.19 loss:-0.001396 fps:1820 +frame:2.21e+06 wall_t:1214 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.5908 +2026-01-08 13:22:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:46.05 total_reward_ma:33.46 loss:-0.004313 fps:1821 +frame:2.22e+06 wall_t:1219 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.6161 +2026-01-08 13:22:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.96 total_reward_ma:33.72 loss:-0.002448 fps:1822 +frame:2.23e+06 wall_t:1224 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.6298 +2026-01-08 13:22:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:48.33 total_reward_ma:33.99 loss:-0.003704 fps:1823 +frame:2.24e+06 wall_t:1229 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.6529 +2026-01-08 13:22:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:47.04 total_reward_ma:34.25 loss:-0.00358 fps:1823 +frame:2.25e+06 wall_t:1234 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.6423 +2026-01-08 13:22:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:46.81 total_reward_ma:34.51 loss:-0.006628 fps:1824 +frame:2.26e+06 wall_t:1239 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.6152 +2026-01-08 13:22:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:48.24 total_reward_ma:34.77 loss:-0.003247 fps:1825 +frame:2.27e+06 wall_t:1244 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.631 +2026-01-08 13:22:46 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:46.33 total_reward_ma:35.01 loss:0.0009277 fps:1825 +frame:2.28e+06 wall_t:1249 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.6268 +2026-01-08 13:22:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.40 total_reward_ma:35.22 loss:0.001232 fps:1828 +frame:2.29e+06 wall_t:1253 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.6458 +2026-01-08 13:22:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.61 total_reward_ma:35.42 loss:-0.004764 fps:1828 +frame:2.30e+06 wall_t:1258 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.6262 +2026-01-08 13:22:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.17 total_reward_ma:35.61 loss:-0.007202 fps:1830 +frame:2.31e+06 wall_t:1262 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.5798 +2026-01-08 13:23:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.68 total_reward_ma:35.81 loss:-0.003107 fps:1831 +frame:2.32e+06 wall_t:1267 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.6039 +2026-01-08 13:23:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:42.86 total_reward_ma:36.00 loss:-0.004506 fps:1832 +frame:2.33e+06 wall_t:1272 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.6019 +2026-01-08 13:23:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.62 total_reward_ma:36.20 loss:-0.006601 fps:1832 +frame:2.34e+06 wall_t:1277 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.583 +2026-01-08 13:23:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:43.73 total_reward_ma:36.40 loss:-0.006285 fps:1833 +frame:2.35e+06 wall_t:1282 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.6018 +2026-01-08 13:23:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:44.40 total_reward_ma:36.60 loss:-0.00724 fps:1834 +frame:2.36e+06 wall_t:1287 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.5681 +2026-01-08 13:23:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.67 total_reward_ma:36.82 loss:-0.005298 fps:1834 +frame:2.37e+06 wall_t:1292 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.6131 +2026-01-08 13:23:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:45.19 total_reward_ma:37.03 loss:-0.003361 fps:1835 +frame:2.38e+06 wall_t:1297 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.6129 +2026-01-08 13:23:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:46.23 total_reward_ma:37.26 loss:-0.001026 fps:1837 +frame:2.39e+06 wall_t:1301 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.611 +2026-01-08 13:23:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:47.01 total_reward_ma:37.49 loss:-0.006382 fps:1838 +frame:2.40e+06 wall_t:1306 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.5669 +2026-01-08 13:23:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:47.29 total_reward_ma:37.73 loss:-0.005876 fps:1838 +frame:2.41e+06 wall_t:1311 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.5882 +2026-01-08 13:23:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:48.40 total_reward_ma:37.97 loss:-0.006588 fps:1839 +frame:2.42e+06 wall_t:1316 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.5784 +2026-01-08 13:23:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:49.62 total_reward_ma:38.22 loss:0.00134 fps:1840 +frame:2.43e+06 wall_t:1321 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.5953 +2026-01-08 13:24:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:49.75 total_reward_ma:38.43 loss:-0.004797 fps:1842 +frame:2.44e+06 wall_t:1325 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.5838 +2026-01-08 13:24:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:49.91 total_reward_ma:38.64 loss:-0.00114 fps:1842 +frame:2.45e+06 wall_t:1330 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.5757 +2026-01-08 13:24:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:48.62 total_reward_ma:38.84 loss:-0.009005 fps:1841 +frame:2.46e+06 wall_t:1336 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.5226 +2026-01-08 13:24:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:49.17 total_reward_ma:39.03 loss:-0.006573 fps:1842 +frame:2.47e+06 wall_t:1341 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.5814 +2026-01-08 13:24:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:49.40 total_reward_ma:39.24 loss:-0.004853 fps:1842 +frame:2.48e+06 wall_t:1346 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.5494 +2026-01-08 13:24:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:51.12 total_reward_ma:39.46 loss:-0.005167 fps:1843 +frame:2.49e+06 wall_t:1351 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.5445 +2026-01-08 13:24:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:52.39 total_reward_ma:39.69 loss:-0.006706 fps:1844 +frame:2.50e+06 wall_t:1356 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.5614 +2026-01-08 13:24:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:52.57 total_reward_ma:39.93 loss:-0.001452 fps:1844 +frame:2.51e+06 wall_t:1361 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.6348 +2026-01-08 13:24:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:54.50 total_reward_ma:40.22 loss:-0.003448 fps:1845 +frame:2.52e+06 wall_t:1366 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.5878 +2026-01-08 13:24:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:54.72 total_reward_ma:40.51 loss:-0.001725 fps:1844 +frame:2.53e+06 wall_t:1372 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.6534 +2026-01-08 13:24:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:53.57 total_reward_ma:40.78 loss:-0.00647 fps:1845 +frame:2.54e+06 wall_t:1377 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.5967 +2026-01-08 13:24:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:52.60 total_reward_ma:41.04 loss:-0.009611 fps:1846 +frame:2.55e+06 wall_t:1381 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.5933 +2026-01-08 13:25:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:54.00 total_reward_ma:41.31 loss:-0.005995 fps:1847 +frame:2.56e+06 wall_t:1386 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.5619 +2026-01-08 13:25:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:58.11 total_reward_ma:41.63 loss:-0.005027 fps:1849 +frame:2.57e+06 wall_t:1390 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.6146 +2026-01-08 13:25:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:59.02 total_reward_ma:41.96 loss:-0.00205 fps:1849 +frame:2.58e+06 wall_t:1395 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.5881 +2026-01-08 13:25:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:58.53 total_reward_ma:42.28 loss:-0.00126 fps:1850 +frame:2.59e+06 wall_t:1400 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6473 +2026-01-08 13:25:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:57.81 total_reward_ma:42.61 loss:-0.003231 fps:1851 +frame:2.60e+06 wall_t:1405 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.5425 +2026-01-08 13:25:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:56.49 total_reward_ma:42.93 loss:-0.002013 fps:1851 +frame:2.61e+06 wall_t:1410 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.5932 +2026-01-08 13:25:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:57.75 total_reward_ma:43.26 loss:0.002582 fps:1852 +frame:2.62e+06 wall_t:1415 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.5654 +2026-01-08 13:25:38 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:56.82 total_reward_ma:43.58 loss:-0.0002553 fps:1852 +frame:2.63e+06 wall_t:1420 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.6105 +2026-01-08 13:25:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:56.23 total_reward_ma:43.89 loss:-0.002475 fps:1853 +frame:2.64e+06 wall_t:1425 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.6025 +2026-01-08 13:25:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:57.32 total_reward_ma:44.20 loss:-0.004697 fps:1853 +frame:2.65e+06 wall_t:1430 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.5948 +2026-01-08 13:25:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:58.36 total_reward_ma:44.52 loss:-0.007891 fps:1852 +frame:2.66e+06 wall_t:1436 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.5429 +2026-01-08 13:25:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:62.00 total_reward_ma:44.87 loss:-0.004782 fps:1853 +frame:2.67e+06 wall_t:1441 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.5833 +2026-01-08 13:26:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:61.48 total_reward_ma:45.21 loss:-0.003793 fps:1853 +frame:2.68e+06 wall_t:1446 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.6009 +2026-01-08 13:26:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:59.06 total_reward_ma:45.51 loss:-0.003226 fps:1854 +frame:2.69e+06 wall_t:1451 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.5591 +2026-01-08 13:26:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:58.99 total_reward_ma:45.80 loss:-0.001467 fps:1854 +frame:2.70e+06 wall_t:1456 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.5682 +2026-01-08 13:26:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:60.53 total_reward_ma:46.09 loss:-0.004921 fps:1855 +frame:2.71e+06 wall_t:1461 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.5582 +2026-01-08 13:26:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:62.80 total_reward_ma:46.41 loss:0.002073 fps:1855 +frame:2.72e+06 wall_t:1466 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.6353 +2026-01-08 13:26:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:63.02 total_reward_ma:46.72 loss:0.001227 fps:1856 +frame:2.73e+06 wall_t:1471 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.6333 +2026-01-08 13:26:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:60.35 total_reward_ma:47.00 loss:0.003831 fps:1858 +frame:2.74e+06 wall_t:1475 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.6876 +2026-01-08 13:26:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:60.66 total_reward_ma:47.27 loss:-0.009762 fps:1858 +frame:2.75e+06 wall_t:1480 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.5231 +2026-01-08 13:26:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:63.22 total_reward_ma:47.57 loss:-0.01022 fps:1859 +frame:2.76e+06 wall_t:1485 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.5833 +2026-01-08 13:26:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:65.66 total_reward_ma:47.89 loss:-0.005293 fps:1860 +frame:2.77e+06 wall_t:1489 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.6566 +2026-01-08 13:26:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:66.82 total_reward_ma:48.22 loss:-0.004314 fps:1861 +frame:2.78e+06 wall_t:1494 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.6 +2026-01-08 13:26:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:67.04 total_reward_ma:48.55 loss:-0.005865 fps:1861 +frame:2.79e+06 wall_t:1499 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.5804 +2026-01-08 13:27:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:65.27 total_reward_ma:48.86 loss:-0.007376 fps:1862 +frame:2.80e+06 wall_t:1504 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.6565 +2026-01-08 13:27:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:66.49 total_reward_ma:49.18 loss:-0.006045 fps:1862 +frame:2.81e+06 wall_t:1509 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.567 +2026-01-08 13:27:11 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:67.26 total_reward_ma:49.48 loss:-0.006833 fps:1864 +frame:2.82e+06 wall_t:1513 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.6611 +2026-01-08 13:27:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:68.30 total_reward_ma:49.79 loss:-0.004681 fps:1864 +frame:2.83e+06 wall_t:1518 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.6174 +2026-01-08 13:27:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:67.80 total_reward_ma:50.10 loss:-0.001858 fps:1865 +frame:2.84e+06 wall_t:1523 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.6276 +2026-01-08 13:27:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:67.90 total_reward_ma:50.41 loss:-0.007924 fps:1865 +frame:2.85e+06 wall_t:1528 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.5609 +2026-01-08 13:27:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:70.61 total_reward_ma:50.74 loss:0.01032 fps:1867 +frame:2.86e+06 wall_t:1532 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.5813 +2026-01-08 13:27:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:75.49 total_reward_ma:51.11 loss:3.911e-05 fps:1867 +frame:2.87e+06 wall_t:1537 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.5931 +2026-01-08 13:27:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:75.86 total_reward_ma:51.48 loss:0.001495 fps:1866 +frame:2.88e+06 wall_t:1543 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.6093 +2026-01-08 13:27:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:73.80 total_reward_ma:51.82 loss:-0.007989 fps:1867 +frame:2.89e+06 wall_t:1548 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.651 +2026-01-08 13:27:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:70.67 total_reward_ma:52.11 loss:-0.004668 fps:1867 +frame:2.90e+06 wall_t:1553 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.653 +2026-01-08 13:27:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:68.54 total_reward_ma:52.36 loss:-0.0005634 fps:1869 +frame:2.91e+06 wall_t:1557 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.63 +2026-01-08 13:28:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:70.37 total_reward_ma:52.64 loss:-0.001917 fps:1869 +frame:2.92e+06 wall_t:1562 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.6326 +2026-01-08 13:28:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:70.41 total_reward_ma:52.92 loss:-0.0005898 fps:1870 +frame:2.93e+06 wall_t:1567 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.638 +2026-01-08 13:28:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:70.65 total_reward_ma:53.19 loss:-0.00282 fps:1870 +frame:2.94e+06 wall_t:1572 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.5915 +2026-01-08 13:28:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:71.19 total_reward_ma:53.45 loss:0.002107 fps:1871 +frame:2.95e+06 wall_t:1577 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.6431 +2026-01-08 13:28:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:73.30 total_reward_ma:53.73 loss:-0.008756 fps:1871 +frame:2.96e+06 wall_t:1582 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.5958 +2026-01-08 13:28:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:75.47 total_reward_ma:54.03 loss:-0.002142 fps:1873 +frame:2.97e+06 wall_t:1586 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.6074 +2026-01-08 13:28:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:76.16 total_reward_ma:54.33 loss:-0.007101 fps:1873 +frame:2.98e+06 wall_t:1591 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.657 +2026-01-08 13:28:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:72.67 total_reward_ma:54.61 loss:-0.01098 fps:1875 +frame:2.99e+06 wall_t:1595 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.5991 +2026-01-08 13:28:38 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:74.49 total_reward_ma:54.91 loss:-0.002528 fps:1875 +frame:3.00e+06 wall_t:1600 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.6605 +2026-01-08 13:28:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:75.39 total_reward_ma:55.23 loss:-0.004592 fps:1875 +frame:3.01e+06 wall_t:1605 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.6049 +2026-01-08 13:28:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:76.41 total_reward_ma:55.56 loss:0.001717 fps:1876 +frame:3.02e+06 wall_t:1610 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.6101 +2026-01-08 13:28:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:79.26 total_reward_ma:55.91 loss:-0.008729 fps:1876 +frame:3.03e+06 wall_t:1615 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.6211 +2026-01-08 13:28:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:80.88 total_reward_ma:56.28 loss:0.0001793 fps:1877 +frame:3.04e+06 wall_t:1620 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.5953 +2026-01-08 13:29:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:81.01 total_reward_ma:56.65 loss:-0.0004975 fps:1877 +frame:3.05e+06 wall_t:1625 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.5853 +2026-01-08 13:29:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:81.93 total_reward_ma:57.03 loss:-0.0007639 fps:1878 +frame:3.06e+06 wall_t:1629 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.5788 +2026-01-08 13:29:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:86.25 total_reward_ma:57.46 loss:-0.002156 fps:1879 +frame:3.07e+06 wall_t:1634 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.606 +2026-01-08 13:29:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:87.70 total_reward_ma:57.89 loss:0.0256 fps:1880 +frame:3.08e+06 wall_t:1638 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.6554 +2026-01-08 13:29:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:87.52 total_reward_ma:58.32 loss:-0.006514 fps:1881 +frame:3.09e+06 wall_t:1643 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.595 +2026-01-08 13:29:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:85.84 total_reward_ma:58.73 loss:-0.003031 fps:1882 +frame:3.10e+06 wall_t:1647 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.6187 +2026-01-08 13:29:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:86.47 total_reward_ma:59.14 loss:0.00628 fps:1883 +frame:3.11e+06 wall_t:1652 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.6303 +2026-01-08 13:29:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:86.40 total_reward_ma:59.56 loss:-0.002592 fps:1883 +frame:3.12e+06 wall_t:1657 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.5972 +2026-01-08 13:29:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:83.89 total_reward_ma:59.96 loss:-0.001885 fps:1883 +frame:3.13e+06 wall_t:1662 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.6266 +2026-01-08 13:29:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:83.63 total_reward_ma:60.36 loss:-0.006756 fps:1885 +frame:3.14e+06 wall_t:1666 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.623 +2026-01-08 13:29:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:83.29 total_reward_ma:60.76 loss:0.002234 fps:1885 +frame:3.15e+06 wall_t:1671 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.6044 +2026-01-08 13:29:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:82.63 total_reward_ma:61.16 loss:0.0007336 fps:1887 +frame:3.16e+06 wall_t:1675 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.6175 +2026-01-08 13:29:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:79.76 total_reward_ma:61.51 loss:0.006316 fps:1887 +frame:3.17e+06 wall_t:1680 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.6728 +2026-01-08 13:30:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:79.09 total_reward_ma:61.85 loss:-0.0005493 fps:1887 +frame:3.18e+06 wall_t:1685 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.6209 +2026-01-08 13:30:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:79.47 total_reward_ma:62.20 loss:-0.0002507 fps:1888 +frame:3.19e+06 wall_t:1690 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.5955 +2026-01-08 13:30:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:78.05 total_reward_ma:62.52 loss:-0.0008765 fps:1888 +frame:3.20e+06 wall_t:1695 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.6228 +2026-01-08 13:30:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:77.37 total_reward_ma:62.84 loss:0.0008118 fps:1889 +frame:3.21e+06 wall_t:1699 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.617 +2026-01-08 13:30:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:71.19 total_reward_ma:63.09 loss:0.003375 fps:1890 +frame:3.22e+06 wall_t:1704 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.6482 +2026-01-08 13:30:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:72.95 total_reward_ma:63.36 loss:0.003634 fps:1890 +frame:3.23e+06 wall_t:1709 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.6242 +2026-01-08 13:30:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:71.02 total_reward_ma:63.59 loss:0.008858 fps:1890 +frame:3.24e+06 wall_t:1714 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.6275 +2026-01-08 13:30:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:72.07 total_reward_ma:63.84 loss:-0.006231 fps:1892 +frame:3.25e+06 wall_t:1718 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.6071 +2026-01-08 13:30:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:71.61 total_reward_ma:64.09 loss:-0.01029 fps:1892 +frame:3.26e+06 wall_t:1723 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.6175 +2026-01-08 13:30:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:73.21 total_reward_ma:64.34 loss:-0.001875 fps:1892 +frame:3.27e+06 wall_t:1728 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.5798 +2026-01-08 13:30:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:75.84 total_reward_ma:64.63 loss:0.003248 fps:1893 +frame:3.28e+06 wall_t:1733 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.5576 +2026-01-08 13:30:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:77.93 total_reward_ma:64.97 loss:0.003291 fps:1893 +frame:3.29e+06 wall_t:1738 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.6129 +2026-01-08 13:31:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:82.13 total_reward_ma:65.35 loss:0.001829 fps:1893 +frame:3.30e+06 wall_t:1743 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.5873 +2026-01-08 13:31:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:84.38 total_reward_ma:65.76 loss:-0.0009946 fps:1894 +frame:3.31e+06 wall_t:1748 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.5989 +2026-01-08 13:31:11 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:84.83 total_reward_ma:66.18 loss:0.006715 fps:1894 +frame:3.32e+06 wall_t:1753 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.6308 +2026-01-08 13:31:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:82.54 total_reward_ma:66.57 loss:-0.002622 fps:1894 +frame:3.33e+06 wall_t:1758 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.6708 +2026-01-08 13:31:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:84.54 total_reward_ma:66.97 loss:0.009261 fps:1894 +frame:3.34e+06 wall_t:1763 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.5761 +2026-01-08 13:31:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:90.84 total_reward_ma:67.44 loss:-0.003893 fps:1895 +frame:3.35e+06 wall_t:1768 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.698 +2026-01-08 13:31:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:91.36 total_reward_ma:67.91 loss:-0.002712 fps:1896 +frame:3.36e+06 wall_t:1772 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.606 +2026-01-08 13:31:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:91.18 total_reward_ma:68.37 loss:-0.002069 fps:1896 +frame:3.37e+06 wall_t:1777 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.6056 +2026-01-08 13:31:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:93.44 total_reward_ma:68.85 loss:-8.378e-05 fps:1897 +frame:3.38e+06 wall_t:1782 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.6495 +2026-01-08 13:31:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:95.60 total_reward_ma:69.34 loss:0.005171 fps:1897 +frame:3.39e+06 wall_t:1787 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.6307 +2026-01-08 13:31:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:95.33 total_reward_ma:69.83 loss:-0.006027 fps:1898 +frame:3.40e+06 wall_t:1791 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.5871 +2026-01-08 13:31:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:95.58 total_reward_ma:70.31 loss:-0.007817 fps:1899 +frame:3.41e+06 wall_t:1796 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.593 +2026-01-08 13:31:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:95.58 total_reward_ma:70.78 loss:-0.001777 fps:1899 +frame:3.42e+06 wall_t:1801 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.5704 +2026-01-08 13:32:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:93.58 total_reward_ma:71.22 loss:-0.006224 fps:1900 +frame:3.43e+06 wall_t:1805 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.5483 +2026-01-08 13:32:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:90.73 total_reward_ma:71.63 loss:0.01117 fps:1901 +frame:3.44e+06 wall_t:1810 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.6505 +2026-01-08 13:32:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:95.43 total_reward_ma:72.09 loss:0.003726 fps:1901 +frame:3.45e+06 wall_t:1815 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.5496 +2026-01-08 13:32:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:95.62 total_reward_ma:72.56 loss:0.01728 fps:1901 +frame:3.46e+06 wall_t:1820 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.625 +2026-01-08 13:32:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:97.16 total_reward_ma:73.04 loss:0.007869 fps:1901 +frame:3.47e+06 wall_t:1825 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.5261 +2026-01-08 13:32:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:94.97 total_reward_ma:73.49 loss:0.004827 fps:1903 +frame:3.48e+06 wall_t:1829 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.6432 +2026-01-08 13:32:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:91.49 total_reward_ma:73.89 loss:-0.001535 fps:1903 +frame:3.49e+06 wall_t:1834 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.6029 +2026-01-08 13:32:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:96.64 total_reward_ma:74.34 loss:0.01002 fps:1904 +frame:3.50e+06 wall_t:1838 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.6112 +2026-01-08 13:32:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:98.69 total_reward_ma:74.80 loss:0.0002776 fps:1906 +frame:3.51e+06 wall_t:1842 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.6233 +2026-01-08 13:32:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:98.00 total_reward_ma:75.23 loss:0.003499 fps:1906 +frame:3.52e+06 wall_t:1847 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.6478 +2026-01-08 13:32:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:96.75 total_reward_ma:75.65 loss:0.01701 fps:1906 +frame:3.53e+06 wall_t:1852 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.6346 +2026-01-08 13:32:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:95.76 total_reward_ma:76.08 loss:0.001148 fps:1906 +frame:3.54e+06 wall_t:1857 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.6264 +2026-01-08 13:33:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:98.35 total_reward_ma:76.53 loss:0.01217 fps:1907 +frame:3.55e+06 wall_t:1862 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.6901 +2026-01-08 13:33:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:97.11 total_reward_ma:76.96 loss:-0.002487 fps:1907 +frame:3.56e+06 wall_t:1867 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.6819 +2026-01-08 13:33:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:94.50 total_reward_ma:77.33 loss:0.002562 fps:1907 +frame:3.57e+06 wall_t:1872 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.6605 +2026-01-08 13:33:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:96.54 total_reward_ma:77.70 loss:0.007562 fps:1907 +frame:3.58e+06 wall_t:1877 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.5886 +2026-01-08 13:33:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:96.28 total_reward_ma:78.08 loss:0.01236 fps:1909 +frame:3.59e+06 wall_t:1881 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.6547 +2026-01-08 13:33:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:94.29 total_reward_ma:78.45 loss:-0.007462 fps:1908 +frame:3.60e+06 wall_t:1887 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.6534 +2026-01-08 13:33:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:96.02 total_reward_ma:78.84 loss:0.005761 fps:1908 +frame:3.61e+06 wall_t:1892 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.6831 +2026-01-08 13:33:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:98.11 total_reward_ma:79.24 loss:-0.00432 fps:1908 +frame:3.62e+06 wall_t:1897 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.6297 +2026-01-08 13:33:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:97.69 total_reward_ma:79.65 loss:0.004976 fps:1909 +frame:3.63e+06 wall_t:1902 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.6143 +2026-01-08 13:33:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:98.57 total_reward_ma:80.08 loss:0.02673 fps:1910 +frame:3.64e+06 wall_t:1906 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.5998 +2026-01-08 13:33:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:99.82 total_reward_ma:80.50 loss:0.0007929 fps:1910 +frame:3.65e+06 wall_t:1911 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.6333 +2026-01-08 13:33:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:97.29 total_reward_ma:80.89 loss:0.004819 fps:1910 +frame:3.66e+06 wall_t:1916 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.6003 +2026-01-08 13:33:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:100.42 total_reward_ma:81.28 loss:0.01341 fps:1911 +frame:3.67e+06 wall_t:1920 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.5702 +2026-01-08 13:34:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:100.82 total_reward_ma:81.67 loss:0.003399 fps:1912 +frame:3.68e+06 wall_t:1925 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.6157 +2026-01-08 13:34:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:99.59 total_reward_ma:82.07 loss:0.02149 fps:1913 +frame:3.69e+06 wall_t:1929 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.6012 +2026-01-08 13:34:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:99.55 total_reward_ma:82.48 loss:-0.007874 fps:1913 +frame:3.70e+06 wall_t:1934 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.566 +2026-01-08 13:34:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:100.22 total_reward_ma:82.88 loss:-0.001984 fps:1912 +frame:3.71e+06 wall_t:1940 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.7061 +2026-01-08 13:34:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:98.27 total_reward_ma:83.23 loss:0.006288 fps:1913 +frame:3.72e+06 wall_t:1945 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.6965 +2026-01-08 13:34:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:94.59 total_reward_ma:83.55 loss:0.01715 fps:1913 +frame:3.73e+06 wall_t:1950 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.6978 +2026-01-08 13:34:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:97.02 total_reward_ma:83.91 loss:-0.005472 fps:1914 +frame:3.74e+06 wall_t:1954 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.606 +2026-01-08 13:34:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:92.56 total_reward_ma:84.23 loss:0.002196 fps:1914 +frame:3.75e+06 wall_t:1959 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.6325 +2026-01-08 13:34:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:95.47 total_reward_ma:84.56 loss:0.004422 fps:1914 +frame:3.76e+06 wall_t:1964 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.6474 +2026-01-08 13:34:46 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:96.21 total_reward_ma:84.86 loss:-0.005596 fps:1916 +frame:3.77e+06 wall_t:1968 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.6235 +2026-01-08 13:34:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:94.03 total_reward_ma:85.13 loss:0.008096 fps:1915 +frame:3.78e+06 wall_t:1974 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.613 +2026-01-08 13:34:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:91.94 total_reward_ma:85.38 loss:0.01368 fps:1915 +frame:3.79e+06 wall_t:1979 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.6293 +2026-01-08 13:35:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:94.09 total_reward_ma:85.67 loss:-0.002669 fps:1915 +frame:3.80e+06 wall_t:1984 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.6417 +2026-01-08 13:35:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:92.31 total_reward_ma:85.93 loss:-0.001445 fps:1916 +frame:3.81e+06 wall_t:1989 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.6414 +2026-01-08 13:35:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:93.80 total_reward_ma:86.19 loss:0.003669 fps:1916 +frame:3.82e+06 wall_t:1994 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.6376 +2026-01-08 13:35:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:97.13 total_reward_ma:86.48 loss:0.006824 fps:1916 +frame:3.83e+06 wall_t:1999 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.6413 +2026-01-08 13:35:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:96.81 total_reward_ma:86.77 loss:0.01633 fps:1916 +frame:3.84e+06 wall_t:2004 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.6431 +2026-01-08 13:35:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:98.10 total_reward_ma:87.07 loss:0.004803 fps:1917 +frame:3.85e+06 wall_t:2008 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.5954 +2026-01-08 13:35:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:101.16 total_reward_ma:87.38 loss:-0.0006426 fps:1918 +frame:3.86e+06 wall_t:2013 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.7046 +2026-01-08 13:35:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:102.60 total_reward_ma:87.65 loss:-5.591e-05 fps:1918 +frame:3.87e+06 wall_t:2018 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.6795 +2026-01-08 13:35:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:103.30 total_reward_ma:87.92 loss:0.008545 fps:1918 +frame:3.88e+06 wall_t:2023 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.6382 +2026-01-08 13:35:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:105.61 total_reward_ma:88.24 loss:-0.005052 fps:1918 +frame:3.89e+06 wall_t:2028 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.689 +2026-01-08 13:35:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:103.21 total_reward_ma:88.57 loss:0.000966 fps:1919 +frame:3.90e+06 wall_t:2032 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.6695 +2026-01-08 13:35:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:103.58 total_reward_ma:88.92 loss:0.01432 fps:1919 +frame:3.91e+06 wall_t:2037 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.6379 +2026-01-08 13:36:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:99.20 total_reward_ma:89.21 loss:-0.0005578 fps:1920 +frame:3.92e+06 wall_t:2042 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.6364 +2026-01-08 13:36:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:98.46 total_reward_ma:89.49 loss:0.005255 fps:1920 +frame:3.93e+06 wall_t:2047 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.6304 +2026-01-08 13:36:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:98.88 total_reward_ma:89.77 loss:-0.003695 fps:1921 +frame:3.94e+06 wall_t:2051 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.5769 +2026-01-08 13:36:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:96.48 total_reward_ma:90.02 loss:0.002591 fps:1921 +frame:3.95e+06 wall_t:2056 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.5785 +2026-01-08 13:36:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:100.40 total_reward_ma:90.29 loss:0.004614 fps:1922 +frame:3.96e+06 wall_t:2060 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.6102 +2026-01-08 13:36:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:97.96 total_reward_ma:90.52 loss:-0.00261 fps:1922 +frame:3.97e+06 wall_t:2066 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.5623 +2026-01-08 13:36:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:102.82 total_reward_ma:90.79 loss:0.01527 fps:1923 +frame:3.98e+06 wall_t:2070 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.5776 +2026-01-08 13:36:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:107.71 total_reward_ma:91.14 loss:-0.00344 fps:1924 +frame:3.99e+06 wall_t:2074 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.6585 +2026-01-08 13:36:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:105.33 total_reward_ma:91.44 loss:0.004187 fps:1924 +frame:4.00e+06 wall_t:2079 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.645 +2026-01-08 13:36:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:111.40 total_reward_ma:91.80 loss:0.01168 fps:1924 +frame:4.01e+06 wall_t:2084 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.6775 +2026-01-08 13:36:46 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:109.04 total_reward_ma:92.13 loss:0.003367 fps:1925 +frame:4.02e+06 wall_t:2088 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.624 +2026-01-08 13:36:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:105.76 total_reward_ma:92.40 loss:0.007006 fps:1925 +frame:4.03e+06 wall_t:2093 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.588 +2026-01-08 13:36:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:107.42 total_reward_ma:92.66 loss:0.006129 fps:1927 +frame:4.04e+06 wall_t:2097 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.6315 +2026-01-08 13:36:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:107.49 total_reward_ma:92.93 loss:0.009783 fps:1927 +frame:4.05e+06 wall_t:2102 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.6113 +2026-01-08 13:37:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:106.45 total_reward_ma:93.17 loss:-0.004776 fps:1927 +frame:4.06e+06 wall_t:2107 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.6023 +2026-01-08 13:37:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:106.14 total_reward_ma:93.37 loss:-0.005165 fps:1927 +frame:4.07e+06 wall_t:2112 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.6273 +2026-01-08 13:37:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:110.42 total_reward_ma:93.60 loss:-0.004437 fps:1927 +frame:4.08e+06 wall_t:2117 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.627 +2026-01-08 13:37:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:111.38 total_reward_ma:93.84 loss:0.0005074 fps:1928 +frame:4.09e+06 wall_t:2121 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.6032 +2026-01-08 13:37:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:111.15 total_reward_ma:94.09 loss:-0.002451 fps:1929 +frame:4.10e+06 wall_t:2126 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.608 +2026-01-08 13:37:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:107.66 total_reward_ma:94.30 loss:0.004131 fps:1930 +frame:4.11e+06 wall_t:2130 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.6493 +2026-01-08 13:37:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:106.44 total_reward_ma:94.50 loss:-0.007029 fps:1930 +frame:4.12e+06 wall_t:2135 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.5955 +2026-01-08 13:37:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:100.16 total_reward_ma:94.66 loss:0.01357 fps:1930 +frame:4.13e+06 wall_t:2140 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.6412 +2026-01-08 13:37:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:103.53 total_reward_ma:94.86 loss:0.001636 fps:1930 +frame:4.14e+06 wall_t:2145 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.5883 +2026-01-08 13:37:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:99.97 total_reward_ma:95.03 loss:0.0004074 fps:1931 +frame:4.15e+06 wall_t:2149 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.6708 +2026-01-08 13:37:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:101.40 total_reward_ma:95.22 loss:0.001299 fps:1931 +frame:4.16e+06 wall_t:2154 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.6292 +2026-01-08 13:37:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:101.49 total_reward_ma:95.43 loss:-0.003881 fps:1932 +frame:4.17e+06 wall_t:2158 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.6299 +2026-01-08 13:38:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:101.13 total_reward_ma:95.65 loss:-0.001804 fps:1933 +frame:4.18e+06 wall_t:2163 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.6192 +2026-01-08 13:38:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:102.02 total_reward_ma:95.88 loss:-0.00137 fps:1934 +frame:4.19e+06 wall_t:2167 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.6421 +2026-01-08 13:38:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:102.69 total_reward_ma:96.13 loss:0.00355 fps:1934 +frame:4.20e+06 wall_t:2172 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.6381 +2026-01-08 13:38:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:103.55 total_reward_ma:96.39 loss:0.006148 fps:1934 +frame:4.21e+06 wall_t:2177 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.6764 +2026-01-08 13:38:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:101.03 total_reward_ma:96.69 loss:-0.002789 fps:1934 +frame:4.22e+06 wall_t:2182 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.628 +2026-01-08 13:38:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:99.45 total_reward_ma:96.95 loss:0.008101 fps:1935 +frame:4.23e+06 wall_t:2186 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.6255 +2026-01-08 13:38:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:100.19 total_reward_ma:97.24 loss:0.004636 fps:1934 +frame:4.24e+06 wall_t:2192 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.5717 +2026-01-08 13:38:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:97.48 total_reward_ma:97.50 loss:0.006309 fps:1934 +frame:4.25e+06 wall_t:2197 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.6419 +2026-01-08 13:38:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:96.00 total_reward_ma:97.74 loss:-0.001996 fps:1935 +frame:4.26e+06 wall_t:2201 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.6328 +2026-01-08 13:38:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:97.83 total_reward_ma:97.99 loss:0.004292 fps:1936 +frame:4.27e+06 wall_t:2206 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.5795 +2026-01-08 13:38:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:96.81 total_reward_ma:98.20 loss:0.008425 fps:1936 +frame:4.28e+06 wall_t:2211 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.6386 +2026-01-08 13:38:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:100.44 total_reward_ma:98.42 loss:-0.001032 fps:1936 +frame:4.29e+06 wall_t:2216 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.6942 +2026-01-08 13:38:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:102.16 total_reward_ma:98.62 loss:0.01147 fps:1936 +frame:4.30e+06 wall_t:2221 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.6437 +2026-01-08 13:39:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:105.95 total_reward_ma:98.84 loss:0.007178 fps:1936 +frame:4.31e+06 wall_t:2226 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.6449 +2026-01-08 13:39:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:105.63 total_reward_ma:99.05 loss:0.001375 fps:1937 +frame:4.32e+06 wall_t:2230 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.7051 +2026-01-08 13:39:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:105.62 total_reward_ma:99.28 loss:0.007428 fps:1937 +frame:4.33e+06 wall_t:2235 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.6856 +2026-01-08 13:39:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:105.80 total_reward_ma:99.49 loss:-0.001203 fps:1938 +frame:4.34e+06 wall_t:2239 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.6797 +2026-01-08 13:39:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:106.12 total_reward_ma:99.64 loss:-0.002886 fps:1939 +frame:4.35e+06 wall_t:2244 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.6487 +2026-01-08 13:39:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:107.27 total_reward_ma:99.80 loss:0.0002508 fps:1940 +frame:4.36e+06 wall_t:2248 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.6675 +2026-01-08 13:39:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:110.99 total_reward_ma:100.00 loss:0.005864 fps:1940 +frame:4.37e+06 wall_t:2253 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.7127 +2026-01-08 13:39:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:109.67 total_reward_ma:100.16 loss:0.00167 fps:1940 +frame:4.38e+06 wall_t:2258 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.6372 +2026-01-08 13:39:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:110.59 total_reward_ma:100.31 loss:0.0009477 fps:1940 +frame:4.39e+06 wall_t:2263 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.6548 +2026-01-08 13:39:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:114.64 total_reward_ma:100.51 loss:0.0175 fps:1940 +frame:4.40e+06 wall_t:2268 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.6343 +2026-01-08 13:39:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:109.97 total_reward_ma:100.65 loss:-0.0008075 fps:1941 +frame:4.41e+06 wall_t:2272 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.6691 +2026-01-08 13:39:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:107.51 total_reward_ma:100.77 loss:-0.007866 fps:1941 +frame:4.42e+06 wall_t:2277 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.674 +2026-01-08 13:39:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:103.41 total_reward_ma:100.87 loss:0.001386 fps:1941 +frame:4.43e+06 wall_t:2282 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.6281 +2026-01-08 13:40:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:102.68 total_reward_ma:100.99 loss:-0.0001116 fps:1942 +frame:4.44e+06 wall_t:2286 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.6456 +2026-01-08 13:40:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:104.36 total_reward_ma:101.08 loss:0.006232 fps:1942 +frame:4.45e+06 wall_t:2291 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.6239 +2026-01-08 13:40:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:105.82 total_reward_ma:101.18 loss:0.01341 fps:1943 +frame:4.46e+06 wall_t:2296 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.653 +2026-01-08 13:40:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:108.45 total_reward_ma:101.29 loss:-0.005816 fps:1943 +frame:4.47e+06 wall_t:2300 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.6678 +2026-01-08 13:40:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:109.87 total_reward_ma:101.44 loss:-0.003792 fps:1944 +frame:4.48e+06 wall_t:2305 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.6136 +2026-01-08 13:40:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:113.64 total_reward_ma:101.66 loss:0.01358 fps:1944 +frame:4.49e+06 wall_t:2310 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.621 +2026-01-08 13:40:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:115.87 total_reward_ma:101.85 loss:0.01051 fps:1944 +frame:4.50e+06 wall_t:2315 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.6666 +2026-01-08 13:40:38 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:115.08 total_reward_ma:102.02 loss:0.004078 fps:1944 +frame:4.51e+06 wall_t:2320 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.676 +2026-01-08 13:40:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:112.79 total_reward_ma:102.17 loss:0.0344 fps:1944 +frame:4.52e+06 wall_t:2325 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.6464 +2026-01-08 13:40:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:120.21 total_reward_ma:102.40 loss:0.005948 fps:1945 +frame:4.53e+06 wall_t:2329 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.7073 +2026-01-08 13:40:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:121.13 total_reward_ma:102.65 loss:0.003042 fps:1945 +frame:4.54e+06 wall_t:2334 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.6223 +2026-01-08 13:40:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:118.91 total_reward_ma:102.86 loss:0.01361 fps:1945 +frame:4.55e+06 wall_t:2339 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.6425 +2026-01-08 13:41:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:123.57 total_reward_ma:103.12 loss:0.008684 fps:1946 +frame:4.56e+06 wall_t:2343 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.6542 +2026-01-08 13:41:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:123.98 total_reward_ma:103.42 loss:0.01267 fps:1946 +frame:4.57e+06 wall_t:2348 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.6371 +2026-01-08 13:41:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:130.54 total_reward_ma:103.76 loss:0.02009 fps:1947 +frame:4.58e+06 wall_t:2352 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.6411 +2026-01-08 13:41:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:132.62 total_reward_ma:104.12 loss:0.01612 fps:1947 +frame:4.59e+06 wall_t:2357 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.6552 +2026-01-08 13:41:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:130.46 total_reward_ma:104.48 loss:0.01027 fps:1948 +frame:4.60e+06 wall_t:2362 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.6852 +2026-01-08 13:41:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:133.40 total_reward_ma:104.86 loss:0.01649 fps:1948 +frame:4.61e+06 wall_t:2366 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.6857 +2026-01-08 13:41:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:131.72 total_reward_ma:105.19 loss:-0.0005912 fps:1949 +frame:4.62e+06 wall_t:2371 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.7024 +2026-01-08 13:41:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:130.27 total_reward_ma:105.52 loss:0.01787 fps:1949 +frame:4.63e+06 wall_t:2376 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.6502 +2026-01-08 13:41:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:127.99 total_reward_ma:105.81 loss:-0.00779 fps:1949 +frame:4.64e+06 wall_t:2381 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.6798 +2026-01-08 13:41:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:124.53 total_reward_ma:106.06 loss:0.004795 fps:1948 +frame:4.65e+06 wall_t:2387 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.6782 +2026-01-08 13:41:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:125.68 total_reward_ma:106.34 loss:0.004094 fps:1948 +frame:4.66e+06 wall_t:2392 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.72 +2026-01-08 13:41:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:125.63 total_reward_ma:106.60 loss:0.01772 fps:1949 +frame:4.67e+06 wall_t:2396 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.6963 +2026-01-08 13:41:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:122.47 total_reward_ma:106.81 loss:0.004784 fps:1949 +frame:4.68e+06 wall_t:2401 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.6677 +2026-01-08 13:42:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:120.88 total_reward_ma:107.03 loss:-0.003098 fps:1950 +frame:4.69e+06 wall_t:2405 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.6497 +2026-01-08 13:42:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:123.84 total_reward_ma:107.27 loss:0.02469 fps:1951 +frame:4.70e+06 wall_t:2409 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.6718 +2026-01-08 13:42:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:126.11 total_reward_ma:107.53 loss:0.003998 fps:1951 +frame:4.71e+06 wall_t:2414 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.681 +2026-01-08 13:42:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:125.63 total_reward_ma:107.80 loss:0.009844 fps:1950 +frame:4.72e+06 wall_t:2420 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.6695 +2026-01-08 13:42:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:117.67 total_reward_ma:108.03 loss:-0.006892 fps:1951 +frame:4.73e+06 wall_t:2424 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.6884 +2026-01-08 13:42:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:116.24 total_reward_ma:108.22 loss:-0.002928 fps:1951 +frame:4.74e+06 wall_t:2429 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.6901 +2026-01-08 13:42:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:116.80 total_reward_ma:108.47 loss:0.01923 fps:1952 +frame:4.75e+06 wall_t:2434 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.666 +2026-01-08 13:42:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:118.39 total_reward_ma:108.70 loss:0.01692 fps:1952 +frame:4.76e+06 wall_t:2439 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.7112 +2026-01-08 13:42:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:121.38 total_reward_ma:108.95 loss:0.01017 fps:1953 +frame:4.77e+06 wall_t:2443 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.6666 +2026-01-08 13:42:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:121.78 total_reward_ma:109.23 loss:0.006659 fps:1953 +frame:4.78e+06 wall_t:2448 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.6912 +2026-01-08 13:42:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:119.62 total_reward_ma:109.50 loss:-0.002975 fps:1954 +frame:4.79e+06 wall_t:2452 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.7154 +2026-01-08 13:42:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:121.92 total_reward_ma:109.78 loss:0.008502 fps:1954 +frame:4.80e+06 wall_t:2457 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.7429 +2026-01-08 13:43:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:121.92 total_reward_ma:110.08 loss:0.003939 fps:1954 +frame:4.81e+06 wall_t:2462 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.6791 +2026-01-08 13:43:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:123.56 total_reward_ma:110.37 loss:0.02259 fps:1954 +frame:4.82e+06 wall_t:2467 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.6134 +2026-01-08 13:43:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:128.86 total_reward_ma:110.69 loss:-0.0009313 fps:1954 +frame:4.83e+06 wall_t:2472 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.6616 +2026-01-08 13:43:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:127.95 total_reward_ma:111.00 loss:0.002429 fps:1955 +frame:4.84e+06 wall_t:2476 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.7128 +2026-01-08 13:43:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:122.93 total_reward_ma:111.25 loss:0.0009022 fps:1955 +frame:4.85e+06 wall_t:2481 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.6759 +2026-01-08 13:43:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:123.11 total_reward_ma:111.47 loss:0.008816 fps:1955 +frame:4.86e+06 wall_t:2486 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.6819 +2026-01-08 13:43:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:124.78 total_reward_ma:111.69 loss:0.01177 fps:1956 +frame:4.87e+06 wall_t:2490 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.6991 +2026-01-08 13:43:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:128.63 total_reward_ma:111.95 loss:0.006667 fps:1956 +frame:4.88e+06 wall_t:2495 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.6723 +2026-01-08 13:43:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:126.42 total_reward_ma:112.15 loss:0.006649 fps:1956 +frame:4.89e+06 wall_t:2500 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.679 +2026-01-08 13:43:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:127.30 total_reward_ma:112.39 loss:-0.005238 fps:1957 +frame:4.90e+06 wall_t:2504 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.6695 +2026-01-08 13:43:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:120.49 total_reward_ma:112.56 loss:0.007525 fps:1957 +frame:4.91e+06 wall_t:2509 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.6999 +2026-01-08 13:43:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:121.33 total_reward_ma:112.79 loss:-0.003258 fps:1957 +frame:4.92e+06 wall_t:2514 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.7013 +2026-01-08 13:43:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:123.66 total_reward_ma:113.04 loss:0.005993 fps:1957 +frame:4.93e+06 wall_t:2519 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.6813 +2026-01-08 13:44:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:129.55 total_reward_ma:113.34 loss:-0.0008283 fps:1957 +frame:4.94e+06 wall_t:2524 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.6214 +2026-01-08 13:44:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:132.43 total_reward_ma:113.70 loss:0.02294 fps:1958 +frame:4.95e+06 wall_t:2528 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.6764 +2026-01-08 13:44:11 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:137.36 total_reward_ma:114.07 loss:0.01176 fps:1957 +frame:4.96e+06 wall_t:2534 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.6685 +2026-01-08 13:44:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:134.79 total_reward_ma:114.44 loss:-0.002929 fps:1957 +frame:4.97e+06 wall_t:2539 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.6968 +2026-01-08 13:44:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:132.27 total_reward_ma:114.74 loss:0.01203 fps:1958 +frame:4.98e+06 wall_t:2543 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.6995 +2026-01-08 13:44:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:136.32 total_reward_ma:115.02 loss:0.01414 fps:1958 +frame:4.99e+06 wall_t:2548 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.6957 +2026-01-08 13:44:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:137.02 total_reward_ma:115.34 loss:0.0008553 fps:1958 +frame:5.00e+06 wall_t:2553 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.6767 +2026-01-08 13:44:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:136.52 total_reward_ma:115.59 loss:0.006878 fps:1959 +frame:5.01e+06 wall_t:2557 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.6806 +2026-01-08 13:44:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:143.55 total_reward_ma:115.93 loss:-0.0008392 fps:1959 +frame:5.02e+06 wall_t:2562 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.681 +2026-01-08 13:44:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:139.85 total_reward_ma:116.28 loss:0.03696 fps:1960 +frame:5.03e+06 wall_t:2566 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.609 +2026-01-08 13:44:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:145.91 total_reward_ma:116.66 loss:0.02913 fps:1960 +frame:5.04e+06 wall_t:2571 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.7046 +2026-01-08 13:44:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:144.99 total_reward_ma:117.04 loss:0.01819 fps:1960 +frame:5.05e+06 wall_t:2576 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.7171 +2026-01-08 13:44:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:145.03 total_reward_ma:117.42 loss:0.007068 fps:1960 +frame:5.06e+06 wall_t:2582 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.705 +2026-01-08 13:45:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:144.73 total_reward_ma:117.81 loss:0.004808 fps:1960 +frame:5.07e+06 wall_t:2587 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.7484 +2026-01-08 13:45:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:136.64 total_reward_ma:118.07 loss:0.005998 fps:1960 +frame:5.08e+06 wall_t:2592 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.7107 +2026-01-08 13:45:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:135.47 total_reward_ma:118.31 loss:0.01279 fps:1960 +frame:5.09e+06 wall_t:2597 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.7249 +2026-01-08 13:45:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:131.07 total_reward_ma:118.51 loss:0.002823 fps:1959 +frame:5.10e+06 wall_t:2603 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.7402 +2026-01-08 13:45:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:125.10 total_reward_ma:118.68 loss:0.002756 fps:1960 +frame:5.11e+06 wall_t:2607 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.6882 +2026-01-08 13:45:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:121.87 total_reward_ma:118.84 loss:0.003186 fps:1960 +frame:5.12e+06 wall_t:2612 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.6724 +2026-01-08 13:45:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:122.66 total_reward_ma:119.06 loss:0.008953 fps:1961 +frame:5.13e+06 wall_t:2616 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.684 +2026-01-08 13:45:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:121.14 total_reward_ma:119.24 loss:0.0008211 fps:1961 +frame:5.14e+06 wall_t:2621 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.6463 +2026-01-08 13:45:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:120.79 total_reward_ma:119.45 loss:0.01441 fps:1961 +frame:5.15e+06 wall_t:2626 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.6261 +2026-01-08 13:45:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:120.28 total_reward_ma:119.64 loss:0.002465 fps:1961 +frame:5.16e+06 wall_t:2631 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.6464 +2026-01-08 13:45:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:117.66 total_reward_ma:119.80 loss:0.01354 fps:1961 +frame:5.17e+06 wall_t:2636 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.6084 +2026-01-08 13:45:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:114.08 total_reward_ma:119.93 loss:0.0165 fps:1962 +frame:5.18e+06 wall_t:2640 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.606 +2026-01-08 13:46:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:116.83 total_reward_ma:120.08 loss:-0.003284 fps:1961 +frame:5.19e+06 wall_t:2646 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.6534 +2026-01-08 13:46:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:115.88 total_reward_ma:120.21 loss:0.007947 fps:1962 +frame:5.20e+06 wall_t:2651 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.6426 +2026-01-08 13:46:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:117.68 total_reward_ma:120.35 loss:0.004934 fps:1962 +frame:5.21e+06 wall_t:2655 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.6671 +2026-01-08 13:46:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:117.39 total_reward_ma:120.51 loss:0.003067 fps:1962 +frame:5.22e+06 wall_t:2660 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.6339 +2026-01-08 13:46:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:118.51 total_reward_ma:120.70 loss:0.01038 fps:1963 +frame:5.23e+06 wall_t:2664 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.6325 +2026-01-08 13:46:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:117.69 total_reward_ma:120.88 loss:0.003989 fps:1963 +frame:5.24e+06 wall_t:2669 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.6467 +2026-01-08 13:46:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:122.68 total_reward_ma:121.13 loss:0.01669 fps:1963 +frame:5.25e+06 wall_t:2674 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.627 +2026-01-08 13:46:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:130.41 total_reward_ma:121.47 loss:0.002155 fps:1963 +frame:5.26e+06 wall_t:2679 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.6993 +2026-01-08 13:46:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:132.70 total_reward_ma:121.82 loss:0.002183 fps:1963 +frame:5.27e+06 wall_t:2684 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.6119 +2026-01-08 13:46:46 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:134.78 total_reward_ma:122.20 loss:0.03389 fps:1964 +frame:5.28e+06 wall_t:2688 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.658 +2026-01-08 13:46:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:134.80 total_reward_ma:122.55 loss:0.008103 fps:1964 +frame:5.29e+06 wall_t:2693 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.6966 +2026-01-08 13:46:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:134.21 total_reward_ma:122.87 loss:0.01134 fps:1964 +frame:5.30e+06 wall_t:2698 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.7057 +2026-01-08 13:47:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:131.88 total_reward_ma:123.13 loss:0.003138 fps:1964 +frame:5.31e+06 wall_t:2703 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.7481 +2026-01-08 13:47:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:137.09 total_reward_ma:123.44 loss:0.02613 fps:1965 +frame:5.32e+06 wall_t:2708 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.6147 +2026-01-08 13:47:11 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:136.36 total_reward_ma:123.75 loss:0.006782 fps:1965 +frame:5.33e+06 wall_t:2713 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.6667 +2026-01-08 13:47:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:135.10 total_reward_ma:124.04 loss:0.01021 fps:1965 +frame:5.34e+06 wall_t:2718 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.6625 +2026-01-08 13:47:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:139.80 total_reward_ma:124.38 loss:0.01738 fps:1965 +frame:5.35e+06 wall_t:2722 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.5937 +2026-01-08 13:47:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:139.46 total_reward_ma:124.70 loss:0.006255 fps:1966 +frame:5.36e+06 wall_t:2727 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.6239 +2026-01-08 13:47:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:142.39 total_reward_ma:125.01 loss:0.0103 fps:1966 +frame:5.37e+06 wall_t:2732 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.6072 +2026-01-08 13:47:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:146.60 total_reward_ma:125.38 loss:0.03251 fps:1966 +frame:5.38e+06 wall_t:2736 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.5851 +2026-01-08 13:47:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:152.93 total_reward_ma:125.81 loss:0.01071 fps:1966 +frame:5.39e+06 wall_t:2741 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.6687 +2026-01-08 13:47:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:156.03 total_reward_ma:126.22 loss:0.01385 fps:1966 +frame:5.40e+06 wall_t:2746 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.6164 +2026-01-08 13:47:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:157.35 total_reward_ma:126.69 loss:-0.003513 fps:1967 +frame:5.41e+06 wall_t:2751 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.6838 +2026-01-08 13:47:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:154.19 total_reward_ma:127.16 loss:0.01184 fps:1967 +frame:5.42e+06 wall_t:2756 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.7157 +2026-01-08 13:47:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:154.83 total_reward_ma:127.68 loss:0.0187 fps:1967 +frame:5.43e+06 wall_t:2760 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.6638 +2026-01-08 13:48:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:154.26 total_reward_ma:128.19 loss:-0.0001541 fps:1967 +frame:5.44e+06 wall_t:2765 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.7325 +2026-01-08 13:48:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:157.35 total_reward_ma:128.72 loss:0.02499 fps:1968 +frame:5.45e+06 wall_t:2769 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.6694 +2026-01-08 13:48:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:159.94 total_reward_ma:129.26 loss:0.01403 fps:1968 +frame:5.46e+06 wall_t:2774 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.6482 +2026-01-08 13:48:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:168.77 total_reward_ma:129.87 loss:0.02185 fps:1969 +frame:5.47e+06 wall_t:2778 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.6528 +2026-01-08 13:48:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:169.77 total_reward_ma:130.46 loss:0.007937 fps:1969 +frame:5.48e+06 wall_t:2783 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.7205 +2026-01-08 13:48:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:169.88 total_reward_ma:131.03 loss:0.02406 fps:1970 +frame:5.49e+06 wall_t:2787 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.6921 +2026-01-08 13:48:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:169.32 total_reward_ma:131.56 loss:0.01201 fps:1970 +frame:5.50e+06 wall_t:2792 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.7048 +2026-01-08 13:48:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:168.44 total_reward_ma:132.09 loss:0.008012 fps:1970 +frame:5.51e+06 wall_t:2797 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.7463 +2026-01-08 13:48:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:170.00 total_reward_ma:132.67 loss:0.003757 fps:1971 +frame:5.52e+06 wall_t:2801 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.7539 +2026-01-08 13:48:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:168.28 total_reward_ma:133.15 loss:0.02532 fps:1971 +frame:5.53e+06 wall_t:2806 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.6514 +2026-01-08 13:48:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:161.80 total_reward_ma:133.55 loss:0.003768 fps:1971 +frame:5.54e+06 wall_t:2811 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.6928 +2026-01-08 13:48:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:156.90 total_reward_ma:133.93 loss:0.02434 fps:1972 +frame:5.55e+06 wall_t:2815 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.6823 +2026-01-08 13:48:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:152.93 total_reward_ma:134.23 loss:0.04073 fps:1972 +frame:5.56e+06 wall_t:2820 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.6021 +2026-01-08 13:49:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:157.50 total_reward_ma:134.56 loss:0.003889 fps:1972 +frame:5.57e+06 wall_t:2825 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.7335 +2026-01-08 13:49:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:157.51 total_reward_ma:134.83 loss:0.01739 fps:1972 +frame:5.58e+06 wall_t:2829 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.7375 +2026-01-08 13:49:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:156.44 total_reward_ma:135.07 loss:0.00523 fps:1972 +frame:5.59e+06 wall_t:2834 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.7143 +2026-01-08 13:49:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:152.94 total_reward_ma:135.30 loss:0.02114 fps:1973 +frame:5.60e+06 wall_t:2839 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.6893 +2026-01-08 13:49:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:153.93 total_reward_ma:135.50 loss:0.01973 fps:1973 +frame:5.61e+06 wall_t:2844 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.6878 +2026-01-08 13:49:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:148.07 total_reward_ma:135.66 loss:0.001932 fps:1973 +frame:5.62e+06 wall_t:2849 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.6782 +2026-01-08 13:49:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:143.04 total_reward_ma:135.79 loss:0.01595 fps:1973 +frame:5.63e+06 wall_t:2854 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.682 +2026-01-08 13:49:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:152.44 total_reward_ma:136.04 loss:0.01708 fps:1973 +frame:5.64e+06 wall_t:2858 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.7194 +2026-01-08 13:49:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:152.93 total_reward_ma:136.32 loss:0.005592 fps:1973 +frame:5.65e+06 wall_t:2863 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.7604 +2026-01-08 13:49:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:149.98 total_reward_ma:136.56 loss:0.01163 fps:1974 +frame:5.66e+06 wall_t:2867 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.6949 +2026-01-08 13:49:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:151.58 total_reward_ma:136.82 loss:0.00152 fps:1974 +frame:5.67e+06 wall_t:2872 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.7346 +2026-01-08 13:49:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:151.86 total_reward_ma:137.12 loss:0.01631 fps:1974 +frame:5.68e+06 wall_t:2877 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.7563 +2026-01-08 13:49:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:157.09 total_reward_ma:137.48 loss:0.01821 fps:1974 +frame:5.69e+06 wall_t:2882 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.743 +2026-01-08 13:50:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:162.16 total_reward_ma:137.86 loss:0.00525 fps:1974 +frame:5.70e+06 wall_t:2887 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.6996 +2026-01-08 13:50:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:163.62 total_reward_ma:138.24 loss:-0.0005939 fps:1974 +frame:5.71e+06 wall_t:2892 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.7408 +2026-01-08 13:50:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:157.87 total_reward_ma:138.56 loss:0.004863 fps:1975 +frame:5.72e+06 wall_t:2896 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.7815 +2026-01-08 13:50:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:159.41 total_reward_ma:138.98 loss:0.008388 fps:1975 +frame:5.73e+06 wall_t:2901 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.7668 +2026-01-08 13:50:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:161.15 total_reward_ma:139.43 loss:0.0141 fps:1975 +frame:5.74e+06 wall_t:2906 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.7264 +2026-01-08 13:50:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:161.76 total_reward_ma:139.88 loss:0.01621 fps:1975 +frame:5.75e+06 wall_t:2911 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.753 +2026-01-08 13:50:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:159.97 total_reward_ma:140.29 loss:0.02204 fps:1975 +frame:5.76e+06 wall_t:2916 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.7319 +2026-01-08 13:50:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:160.27 total_reward_ma:140.68 loss:0.01034 fps:1975 +frame:5.77e+06 wall_t:2921 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.6815 +2026-01-08 13:50:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:161.82 total_reward_ma:141.08 loss:0.03243 fps:1975 +frame:5.78e+06 wall_t:2927 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.7066 +2026-01-08 13:50:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:156.77 total_reward_ma:141.45 loss:0.0146 fps:1975 +frame:5.79e+06 wall_t:2932 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.7151 +2026-01-08 13:50:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:151.43 total_reward_ma:141.75 loss:0.02375 fps:1975 +frame:5.80e+06 wall_t:2937 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.6368 +2026-01-08 13:50:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:155.71 total_reward_ma:142.09 loss:0.008305 fps:1976 +frame:5.81e+06 wall_t:2941 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.6928 +2026-01-08 13:51:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:156.37 total_reward_ma:142.41 loss:0.02621 fps:1976 +frame:5.82e+06 wall_t:2946 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.6502 +2026-01-08 13:51:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:156.67 total_reward_ma:142.69 loss:0.02604 fps:1976 +frame:5.83e+06 wall_t:2951 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.6743 +2026-01-08 13:51:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:157.89 total_reward_ma:142.99 loss:0.02866 fps:1976 +frame:5.84e+06 wall_t:2956 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.6592 +2026-01-08 13:51:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:158.51 total_reward_ma:143.35 loss:0.0035 fps:1976 +frame:5.85e+06 wall_t:2961 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.699 +2026-01-08 13:51:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:158.27 total_reward_ma:143.70 loss:0.01629 fps:1976 +frame:5.86e+06 wall_t:2966 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.7148 +2026-01-08 13:51:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:156.27 total_reward_ma:144.01 loss:0.008979 fps:1976 +frame:5.87e+06 wall_t:2971 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.7083 +2026-01-08 13:51:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:157.69 total_reward_ma:144.30 loss:-0.0001043 fps:1976 +frame:5.88e+06 wall_t:2976 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.6922 +2026-01-08 13:51:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:159.48 total_reward_ma:144.63 loss:-0.004009 fps:1977 +frame:5.89e+06 wall_t:2980 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.6875 +2026-01-08 13:51:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:157.96 total_reward_ma:144.94 loss:0.006388 fps:1977 +frame:5.90e+06 wall_t:2984 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.7352 +2026-01-08 13:51:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:152.19 total_reward_ma:145.26 loss:0.008322 fps:1977 +frame:5.91e+06 wall_t:2990 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.7336 +2026-01-08 13:51:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:153.12 total_reward_ma:145.58 loss:0.01919 fps:1977 +frame:5.92e+06 wall_t:2995 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.7203 +2026-01-08 13:51:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:151.43 total_reward_ma:145.85 loss:-0.001919 fps:1977 +frame:5.93e+06 wall_t:3000 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.7555 +2026-01-08 13:52:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:150.81 total_reward_ma:146.07 loss:0.0004372 fps:1977 +frame:5.94e+06 wall_t:3004 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.7717 +2026-01-08 13:52:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:147.11 total_reward_ma:146.21 loss:0.02385 fps:1977 +frame:5.95e+06 wall_t:3009 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.732 +2026-01-08 13:52:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:144.83 total_reward_ma:146.29 loss:-0.001477 fps:1977 +frame:5.96e+06 wall_t:3015 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.7633 +2026-01-08 13:52:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:143.60 total_reward_ma:146.38 loss:0.0148 fps:1977 +frame:5.97e+06 wall_t:3020 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.772 +2026-01-08 13:52:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:139.75 total_reward_ma:146.45 loss:0.02959 fps:1978 +frame:5.98e+06 wall_t:3024 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.6918 +2026-01-08 13:52:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:134.10 total_reward_ma:146.43 loss:0.01392 fps:1978 +frame:5.99e+06 wall_t:3029 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.7102 +2026-01-08 13:52:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:129.20 total_reward_ma:146.35 loss:0.01335 fps:1978 +frame:6.00e+06 wall_t:3034 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.7006 +2026-01-08 13:52:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:131.76 total_reward_ma:146.30 loss:-0.0008097 fps:1978 +frame:6.01e+06 wall_t:3038 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.7452 +2026-01-08 13:52:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:130.99 total_reward_ma:146.18 loss:0.009051 fps:1978 +frame:6.02e+06 wall_t:3043 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.7483 +2026-01-08 13:52:46 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:135.30 total_reward_ma:146.13 loss:0.007756 fps:1978 +frame:6.03e+06 wall_t:3048 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.769 +2026-01-08 13:52:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:130.51 total_reward_ma:145.98 loss:0.006916 fps:1978 +frame:6.04e+06 wall_t:3053 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.7481 +2026-01-08 13:52:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:131.44 total_reward_ma:145.84 loss:0.02391 fps:1978 +frame:6.05e+06 wall_t:3058 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7355 +2026-01-08 13:53:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:134.68 total_reward_ma:145.74 loss:0.02195 fps:1979 +frame:6.06e+06 wall_t:3062 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7137 +2026-01-08 13:53:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:134.42 total_reward_ma:145.64 loss:0.005893 fps:1979 +frame:6.07e+06 wall_t:3067 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.6977 +2026-01-08 13:53:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:142.28 total_reward_ma:145.69 loss:0.007978 fps:1980 +frame:6.08e+06 wall_t:3071 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.7505 +2026-01-08 13:53:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:141.45 total_reward_ma:145.75 loss:0.01194 fps:1980 +frame:6.09e+06 wall_t:3076 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.7261 +2026-01-08 13:53:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:150.64 total_reward_ma:145.95 loss:0.01829 fps:1979 +frame:6.10e+06 wall_t:3082 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.7109 +2026-01-08 13:53:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:152.04 total_reward_ma:146.22 loss:-0.003163 fps:1979 +frame:6.11e+06 wall_t:3087 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.7811 +2026-01-08 13:53:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:150.84 total_reward_ma:146.51 loss:0.00592 fps:1979 +frame:6.12e+06 wall_t:3092 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.8294 +2026-01-08 13:53:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:152.56 total_reward_ma:146.81 loss:0.007145 fps:1979 +frame:6.13e+06 wall_t:3097 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.7594 +2026-01-08 13:53:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:152.55 total_reward_ma:147.12 loss:0.02175 fps:1979 +frame:6.14e+06 wall_t:3102 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.7119 +2026-01-08 13:53:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:147.79 total_reward_ma:147.39 loss:0.005736 fps:1980 +frame:6.15e+06 wall_t:3106 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.7753 +2026-01-08 13:53:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:155.08 total_reward_ma:147.74 loss:0.01238 fps:1980 +frame:6.16e+06 wall_t:3111 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.707 +2026-01-08 13:53:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:154.47 total_reward_ma:148.11 loss:0.00696 fps:1981 +frame:6.17e+06 wall_t:3115 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.7776 +2026-01-08 13:53:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:152.83 total_reward_ma:148.49 loss:0.01802 fps:1981 +frame:6.18e+06 wall_t:3120 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.6827 +2026-01-08 13:54:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:158.36 total_reward_ma:148.91 loss:0.03082 fps:1981 +frame:6.19e+06 wall_t:3125 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.6843 +2026-01-08 13:54:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:163.78 total_reward_ma:149.39 loss:0.01277 fps:1981 +frame:6.20e+06 wall_t:3129 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.7302 +2026-01-08 13:54:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:167.87 total_reward_ma:149.89 loss:0.03013 fps:1981 +frame:6.21e+06 wall_t:3134 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.7344 +2026-01-08 13:54:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:170.85 total_reward_ma:150.42 loss:-0.005076 fps:1982 +frame:6.22e+06 wall_t:3139 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.7334 +2026-01-08 13:54:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:165.55 total_reward_ma:150.89 loss:0.02605 fps:1982 +frame:6.23e+06 wall_t:3143 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.7789 +2026-01-08 13:54:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:162.65 total_reward_ma:151.34 loss:0.02087 fps:1983 +frame:6.24e+06 wall_t:3147 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.708 +2026-01-08 13:54:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:164.64 total_reward_ma:151.76 loss:0.01024 fps:1983 +frame:6.25e+06 wall_t:3152 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.7098 +2026-01-08 13:54:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:164.16 total_reward_ma:152.10 loss:0.0337 fps:1983 +frame:6.26e+06 wall_t:3157 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.706 +2026-01-08 13:54:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:169.99 total_reward_ma:152.47 loss:0.0301 fps:1983 +frame:6.27e+06 wall_t:3162 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.7055 +2026-01-08 13:54:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:173.53 total_reward_ma:152.86 loss:0.00113 fps:1982 +frame:6.28e+06 wall_t:3168 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.6943 +2026-01-08 13:54:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:176.82 total_reward_ma:153.28 loss:0.008349 fps:1982 +frame:6.29e+06 wall_t:3173 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.5726 +2026-01-08 13:54:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:183.56 total_reward_ma:153.78 loss:0.01325 fps:1982 +frame:6.30e+06 wall_t:3178 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.6297 +2026-01-08 13:55:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:190.52 total_reward_ma:154.36 loss:0.02277 fps:1982 +frame:6.31e+06 wall_t:3183 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.7033 +2026-01-08 13:55:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:197.27 total_reward_ma:154.96 loss:0.0207 fps:1983 +frame:6.32e+06 wall_t:3187 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.6847 +2026-01-08 13:55:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:195.68 total_reward_ma:155.56 loss:0.01921 fps:1983 +frame:6.33e+06 wall_t:3192 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.6529 +2026-01-08 13:55:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:202.68 total_reward_ma:156.23 loss:0.03567 fps:1983 +frame:6.34e+06 wall_t:3197 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.6713 +2026-01-08 13:55:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:204.80 total_reward_ma:156.88 loss:0.004734 fps:1983 +frame:6.35e+06 wall_t:3202 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.6256 +2026-01-08 13:55:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:200.76 total_reward_ma:157.50 loss:0.003203 fps:1983 +frame:6.36e+06 wall_t:3207 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.6665 +2026-01-08 13:55:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:201.09 total_reward_ma:158.08 loss:0.02341 fps:1983 +frame:6.37e+06 wall_t:3213 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.701 +2026-01-08 13:55:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:199.93 total_reward_ma:158.62 loss:0.02531 fps:1983 +frame:6.38e+06 wall_t:3218 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.6667 +2026-01-08 13:55:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:200.04 total_reward_ma:159.09 loss:0.005843 fps:1983 +frame:6.39e+06 wall_t:3223 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.729 +2026-01-08 13:55:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:202.82 total_reward_ma:159.55 loss:0.01613 fps:1983 +frame:6.40e+06 wall_t:3227 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.6225 +2026-01-08 13:55:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:208.32 total_reward_ma:160.06 loss:0.009231 fps:1984 +frame:6.41e+06 wall_t:3231 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.6969 +2026-01-08 13:55:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:207.46 total_reward_ma:160.60 loss:0.01097 fps:1984 +frame:6.42e+06 wall_t:3236 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.7 +2026-01-08 13:55:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:212.18 total_reward_ma:161.17 loss:0.0227 fps:1984 +frame:6.43e+06 wall_t:3241 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.7166 +2026-01-08 13:56:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:209.08 total_reward_ma:161.72 loss:0.01952 fps:1983 +frame:6.44e+06 wall_t:3247 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.6915 +2026-01-08 13:56:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:209.36 total_reward_ma:162.24 loss:0.01031 fps:1984 +frame:6.45e+06 wall_t:3251 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.621 +2026-01-08 13:56:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:213.81 total_reward_ma:162.78 loss:0.01384 fps:1984 +frame:6.46e+06 wall_t:3256 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.6848 +2026-01-08 13:56:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:219.38 total_reward_ma:163.28 loss:0.02437 fps:1984 +frame:6.47e+06 wall_t:3261 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.7189 +2026-01-08 13:56:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:216.60 total_reward_ma:163.75 loss:0.01544 fps:1984 +frame:6.48e+06 wall_t:3266 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.7542 +2026-01-08 13:56:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:210.40 total_reward_ma:164.16 loss:0.002618 fps:1984 +frame:6.49e+06 wall_t:3271 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.7267 +2026-01-08 13:56:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:205.72 total_reward_ma:164.52 loss:0.004524 fps:1984 +frame:6.50e+06 wall_t:3276 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.7594 +2026-01-08 13:56:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:200.03 total_reward_ma:164.84 loss:0.04364 fps:1984 +frame:6.51e+06 wall_t:3281 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.747 +2026-01-08 13:56:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:199.24 total_reward_ma:165.13 loss:0.0101 fps:1984 +frame:6.52e+06 wall_t:3286 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.7237 +2026-01-08 13:56:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:199.14 total_reward_ma:165.44 loss:0.04122 fps:1984 +frame:6.53e+06 wall_t:3291 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.7326 +2026-01-08 13:56:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:196.29 total_reward_ma:165.78 loss:-0.0006574 fps:1985 +frame:6.54e+06 wall_t:3295 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.7974 +2026-01-08 13:56:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:194.96 total_reward_ma:166.16 loss:0.02328 fps:1985 +frame:6.55e+06 wall_t:3300 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.7701 +2026-01-08 13:57:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:191.52 total_reward_ma:166.55 loss:0.01674 fps:1985 +frame:6.56e+06 wall_t:3305 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.7668 +2026-01-08 13:57:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:188.61 total_reward_ma:166.86 loss:0.01986 fps:1985 +frame:6.57e+06 wall_t:3310 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.7054 +2026-01-08 13:57:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:183.08 total_reward_ma:167.12 loss:0.02963 fps:1985 +frame:6.58e+06 wall_t:3315 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.7324 +2026-01-08 13:57:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:180.03 total_reward_ma:167.35 loss:0.01066 fps:1986 +frame:6.59e+06 wall_t:3319 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.7171 +2026-01-08 13:57:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:175.99 total_reward_ma:167.58 loss:0.01087 fps:1986 +frame:6.60e+06 wall_t:3324 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.7382 +2026-01-08 13:57:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:177.16 total_reward_ma:167.82 loss:0.0175 fps:1986 +frame:6.61e+06 wall_t:3328 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.6462 +2026-01-08 13:57:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:173.54 total_reward_ma:168.07 loss:0.02348 fps:1986 +frame:6.62e+06 wall_t:3333 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.7986 +2026-01-08 13:57:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:166.99 total_reward_ma:168.31 loss:0.006063 fps:1986 +frame:6.63e+06 wall_t:3338 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.8191 +2026-01-08 13:57:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:164.44 total_reward_ma:168.43 loss:0.03649 fps:1987 +frame:6.64e+06 wall_t:3342 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.7709 +2026-01-08 13:57:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:168.57 total_reward_ma:168.59 loss:0.01631 fps:1987 +frame:6.65e+06 wall_t:3347 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.7434 +2026-01-08 13:57:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:171.17 total_reward_ma:168.80 loss:0.01878 fps:1987 +frame:6.66e+06 wall_t:3351 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.7551 +2026-01-08 13:57:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:170.38 total_reward_ma:168.99 loss:0.03286 fps:1987 +frame:6.67e+06 wall_t:3356 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.7553 +2026-01-08 13:57:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:169.15 total_reward_ma:169.16 loss:0.004877 fps:1988 +frame:6.68e+06 wall_t:3361 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.8425 +2026-01-08 13:58:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:166.41 total_reward_ma:169.25 loss:0.01563 fps:1988 +frame:6.69e+06 wall_t:3366 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.7371 +2026-01-08 13:58:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:166.13 total_reward_ma:169.29 loss:0.008829 fps:1988 +frame:6.70e+06 wall_t:3371 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.752 +2026-01-08 13:58:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:167.07 total_reward_ma:169.33 loss:0.01595 fps:1988 +frame:6.71e+06 wall_t:3376 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.7303 +2026-01-08 13:58:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:169.10 total_reward_ma:169.44 loss:0.03185 fps:1988 +frame:6.72e+06 wall_t:3380 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.6607 +2026-01-08 13:58:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:175.77 total_reward_ma:169.60 loss:0.007632 fps:1988 +frame:6.73e+06 wall_t:3385 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.7208 +2026-01-08 13:58:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:177.38 total_reward_ma:169.76 loss:0.02373 fps:1989 +frame:6.74e+06 wall_t:3389 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.7084 +2026-01-08 13:58:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:178.76 total_reward_ma:169.93 loss:0.04429 fps:1989 +frame:6.75e+06 wall_t:3394 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.7344 +2026-01-08 13:58:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:186.87 total_reward_ma:170.20 loss:0.008559 fps:1989 +frame:6.76e+06 wall_t:3398 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.7442 +2026-01-08 13:58:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:188.57 total_reward_ma:170.49 loss:-0.001033 fps:1989 +frame:6.77e+06 wall_t:3403 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.7599 +2026-01-08 13:58:46 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:174.65 total_reward_ma:170.61 loss:0.02212 fps:1989 +frame:6.78e+06 wall_t:3408 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.7124 +2026-01-08 13:58:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:175.96 total_reward_ma:170.81 loss:0.03906 fps:1989 +frame:6.79e+06 wall_t:3413 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.7171 +2026-01-08 13:58:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:176.06 total_reward_ma:171.05 loss:0.01326 fps:1989 +frame:6.80e+06 wall_t:3418 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.7166 +2026-01-08 13:59:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:171.07 total_reward_ma:171.21 loss:-0.003776 fps:1989 +frame:6.81e+06 wall_t:3423 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.7773 +2026-01-08 13:59:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:171.25 total_reward_ma:171.36 loss:0.02666 fps:1989 +frame:6.82e+06 wall_t:3428 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.7463 +2026-01-08 13:59:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:172.35 total_reward_ma:171.51 loss:0.01352 fps:1990 +frame:6.83e+06 wall_t:3433 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.8007 +2026-01-08 13:59:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:174.74 total_reward_ma:171.68 loss:0.009257 fps:1990 +frame:6.84e+06 wall_t:3437 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.7826 +2026-01-08 13:59:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:176.29 total_reward_ma:171.86 loss:0.01674 fps:1990 +frame:6.85e+06 wall_t:3442 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.7765 +2026-01-08 13:59:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:178.11 total_reward_ma:172.06 loss:0.0173 fps:1990 +frame:6.86e+06 wall_t:3448 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.741 +2026-01-08 13:59:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:172.10 total_reward_ma:172.21 loss:0.01931 fps:1990 +frame:6.87e+06 wall_t:3452 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.7504 +2026-01-08 13:59:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:168.33 total_reward_ma:172.32 loss:0.01405 fps:1990 +frame:6.88e+06 wall_t:3457 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.7589 +2026-01-08 13:59:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:167.21 total_reward_ma:172.40 loss:-0.003918 fps:1991 +frame:6.89e+06 wall_t:3461 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.7178 +2026-01-08 13:59:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:168.37 total_reward_ma:172.50 loss:0.04604 fps:1991 +frame:6.90e+06 wall_t:3466 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.7034 +2026-01-08 13:59:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:167.84 total_reward_ma:172.66 loss:0.01535 fps:1991 +frame:6.91e+06 wall_t:3471 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.7659 +2026-01-08 13:59:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:166.01 total_reward_ma:172.79 loss:-0.006637 fps:1991 +frame:6.92e+06 wall_t:3475 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.7615 +2026-01-08 13:59:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:169.39 total_reward_ma:172.97 loss:0.01645 fps:1991 +frame:6.93e+06 wall_t:3481 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.7731 +2026-01-08 14:00:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:177.46 total_reward_ma:173.23 loss:0.01594 fps:1991 +frame:6.94e+06 wall_t:3485 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.6994 +2026-01-08 14:00:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:175.48 total_reward_ma:173.52 loss:0.008222 fps:1991 +frame:6.95e+06 wall_t:3490 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.7861 +2026-01-08 14:00:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:181.42 total_reward_ma:173.88 loss:0.01855 fps:1991 +frame:6.96e+06 wall_t:3495 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.7649 +2026-01-08 14:00:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:184.12 total_reward_ma:174.29 loss:0.004948 fps:1992 +frame:6.97e+06 wall_t:3499 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.7971 +2026-01-08 14:00:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:183.25 total_reward_ma:174.72 loss:0.02989 fps:1992 +frame:6.98e+06 wall_t:3504 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.695 +2026-01-08 14:00:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:188.37 total_reward_ma:175.27 loss:0.0306 fps:1992 +frame:6.99e+06 wall_t:3509 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.6813 +2026-01-08 14:00:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:191.64 total_reward_ma:175.89 loss:0.01418 fps:1992 +frame:7.00e+06 wall_t:3514 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.7702 +2026-01-08 14:00:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:191.14 total_reward_ma:176.48 loss:0.01238 fps:1992 +frame:7.01e+06 wall_t:3519 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.778 +2026-01-08 14:00:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:196.14 total_reward_ma:177.14 loss:0.02983 fps:1993 +frame:7.02e+06 wall_t:3523 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.7308 +2026-01-08 14:00:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:198.23 total_reward_ma:177.77 loss:0.03121 fps:1993 +frame:7.03e+06 wall_t:3528 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.7834 +2026-01-08 14:00:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:202.02 total_reward_ma:178.48 loss:0.02371 fps:1993 +frame:7.04e+06 wall_t:3533 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.7967 +2026-01-08 14:00:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:198.88 total_reward_ma:179.16 loss:0.03307 fps:1993 +frame:7.05e+06 wall_t:3538 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.7328 +2026-01-08 14:01:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:198.88 total_reward_ma:179.80 loss:0.01466 fps:1993 +frame:7.06e+06 wall_t:3542 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.7752 +2026-01-08 14:01:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:192.54 total_reward_ma:180.38 loss:0.03758 fps:1993 +frame:7.07e+06 wall_t:3547 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.7164 +2026-01-08 14:01:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:197.05 total_reward_ma:180.93 loss:0.0118 fps:1994 +frame:7.08e+06 wall_t:3551 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.727 +2026-01-08 14:01:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:190.51 total_reward_ma:181.42 loss:0.0405 fps:1994 +frame:7.09e+06 wall_t:3556 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.6951 +2026-01-08 14:01:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:195.24 total_reward_ma:181.86 loss:0.02276 fps:1994 +frame:7.10e+06 wall_t:3561 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.721 +2026-01-08 14:01:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:201.75 total_reward_ma:182.36 loss:0.04401 fps:1994 +frame:7.11e+06 wall_t:3566 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.7686 +2026-01-08 14:01:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:200.63 total_reward_ma:182.86 loss:0.007421 fps:1994 +frame:7.12e+06 wall_t:3571 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.7667 +2026-01-08 14:01:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:198.23 total_reward_ma:183.31 loss:0.03077 fps:1993 +frame:7.13e+06 wall_t:3577 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.6966 +2026-01-08 14:01:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:197.17 total_reward_ma:183.76 loss:-0.0004455 fps:1993 +frame:7.14e+06 wall_t:3582 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.7473 +2026-01-08 14:01:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:199.67 total_reward_ma:184.28 loss:0.01581 fps:1994 +frame:7.15e+06 wall_t:3586 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.7566 +2026-01-08 14:01:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:194.29 total_reward_ma:184.67 loss:0.02483 fps:1994 +frame:7.16e+06 wall_t:3591 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.7715 +2026-01-08 14:01:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:194.00 total_reward_ma:185.07 loss:0.0115 fps:1994 +frame:7.17e+06 wall_t:3596 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.7586 +2026-01-08 14:01:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:191.93 total_reward_ma:185.46 loss:0.0114 fps:1994 +frame:7.18e+06 wall_t:3601 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.755 +2026-01-08 14:02:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:192.29 total_reward_ma:185.80 loss:0.01875 fps:1994 +frame:7.19e+06 wall_t:3606 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.79 +2026-01-08 14:02:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:185.15 total_reward_ma:186.01 loss:0.02371 fps:1994 +frame:7.20e+06 wall_t:3611 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.7063 +2026-01-08 14:02:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:189.02 total_reward_ma:186.22 loss:0.01189 fps:1994 +frame:7.21e+06 wall_t:3616 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.7618 +2026-01-08 14:02:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:191.16 total_reward_ma:186.43 loss:0.004549 fps:1994 +frame:7.22e+06 wall_t:3620 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.7102 +2026-01-08 14:02:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:193.52 total_reward_ma:186.71 loss:0.04571 fps:1994 +frame:7.23e+06 wall_t:3625 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.6301 +2026-01-08 14:02:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:196.16 total_reward_ma:187.04 loss:0.008746 fps:1994 +frame:7.24e+06 wall_t:3630 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.7773 +2026-01-08 14:02:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:193.29 total_reward_ma:187.33 loss:0.002309 fps:1994 +frame:7.25e+06 wall_t:3635 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.7766 +2026-01-08 14:02:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:194.30 total_reward_ma:187.63 loss:0.02346 fps:1995 +frame:7.26e+06 wall_t:3639 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.6795 +2026-01-08 14:02:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:187.49 total_reward_ma:187.80 loss:0.02696 fps:1995 +frame:7.27e+06 wall_t:3645 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.7682 +2026-01-08 14:02:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:189.57 total_reward_ma:187.96 loss:0.01928 fps:1995 +frame:7.28e+06 wall_t:3650 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.7715 +2026-01-08 14:02:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:186.93 total_reward_ma:188.06 loss:-0.00426 fps:1995 +frame:7.29e+06 wall_t:3654 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.7253 +2026-01-08 14:02:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:188.93 total_reward_ma:188.12 loss:0.0211 fps:1995 +frame:7.30e+06 wall_t:3659 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.7359 +2026-01-08 14:03:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:186.95 total_reward_ma:188.08 loss:0.02321 fps:1996 +frame:7.31e+06 wall_t:3663 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.7355 +2026-01-08 14:03:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:186.17 total_reward_ma:187.97 loss:0.005253 fps:1996 +frame:7.32e+06 wall_t:3668 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.7214 +2026-01-08 14:03:11 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:183.08 total_reward_ma:187.85 loss:0.004082 fps:1996 +frame:7.33e+06 wall_t:3673 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.7696 +2026-01-08 14:03:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:182.06 total_reward_ma:187.64 loss:0.01704 fps:1996 +frame:7.34e+06 wall_t:3677 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.7655 +2026-01-08 14:03:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:184.96 total_reward_ma:187.44 loss:0.0263 fps:1996 +frame:7.35e+06 wall_t:3682 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.7681 +2026-01-08 14:03:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:190.56 total_reward_ma:187.34 loss:0.02491 fps:1996 +frame:7.36e+06 wall_t:3687 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.8139 +2026-01-08 14:03:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:189.70 total_reward_ma:187.23 loss:0.01133 fps:1996 +frame:7.37e+06 wall_t:3692 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.7558 +2026-01-08 14:03:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:191.11 total_reward_ma:187.14 loss:0.0312 fps:1996 +frame:7.38e+06 wall_t:3697 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.7402 +2026-01-08 14:03:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:194.55 total_reward_ma:187.08 loss:0.01143 fps:1996 +frame:7.39e+06 wall_t:3702 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.7522 +2026-01-08 14:03:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:192.00 total_reward_ma:186.97 loss:-0.0002773 fps:1996 +frame:7.40e+06 wall_t:3707 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.7513 +2026-01-08 14:03:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:196.27 total_reward_ma:186.85 loss:0.02601 fps:1997 +frame:7.41e+06 wall_t:3711 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.7473 +2026-01-08 14:03:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:201.13 total_reward_ma:186.79 loss:0.03681 fps:1997 +frame:7.42e+06 wall_t:3716 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.775 +2026-01-08 14:03:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:199.20 total_reward_ma:186.66 loss:0.01979 fps:1997 +frame:7.43e+06 wall_t:3720 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.8176 +2026-01-08 14:04:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:194.97 total_reward_ma:186.52 loss:0.03323 fps:1997 +frame:7.44e+06 wall_t:3725 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.7531 +2026-01-08 14:04:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:191.84 total_reward_ma:186.34 loss:0.05987 fps:1997 +frame:7.45e+06 wall_t:3730 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.5695 +2026-01-08 14:04:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:198.66 total_reward_ma:186.19 loss:0.02266 fps:1998 +frame:7.46e+06 wall_t:3734 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.7353 +2026-01-08 14:04:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:204.76 total_reward_ma:186.05 loss:0.01719 fps:1998 +frame:7.47e+06 wall_t:3739 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.6543 +2026-01-08 14:04:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:208.43 total_reward_ma:185.96 loss:0.009045 fps:1997 +frame:7.48e+06 wall_t:3745 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.7747 +2026-01-08 14:04:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:210.09 total_reward_ma:185.96 loss:0.03098 fps:1998 +frame:7.49e+06 wall_t:3749 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.7787 +2026-01-08 14:04:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:209.85 total_reward_ma:186.00 loss:0.03866 fps:1998 +frame:7.50e+06 wall_t:3754 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.7389 +2026-01-08 14:04:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:210.97 total_reward_ma:186.11 loss:0.02663 fps:1998 +frame:7.51e+06 wall_t:3758 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.7347 +2026-01-08 14:04:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:210.25 total_reward_ma:186.22 loss:0.009434 fps:1998 +frame:7.52e+06 wall_t:3764 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.7548 +2026-01-08 14:04:46 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:212.27 total_reward_ma:186.35 loss:0.0252 fps:1998 +frame:7.53e+06 wall_t:3768 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.7663 +2026-01-08 14:04:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:214.50 total_reward_ma:186.54 loss:-0.001951 fps:1998 +frame:7.54e+06 wall_t:3773 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.8098 +2026-01-08 14:04:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:213.83 total_reward_ma:186.72 loss:0.01545 fps:1998 +frame:7.55e+06 wall_t:3778 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.7537 +2026-01-08 14:05:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:206.42 total_reward_ma:186.87 loss:0.02471 fps:1998 +frame:7.56e+06 wall_t:3783 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.8219 +2026-01-08 14:05:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:204.71 total_reward_ma:187.03 loss:0.008089 fps:1999 +frame:7.57e+06 wall_t:3787 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.7639 +2026-01-08 14:05:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:202.18 total_reward_ma:187.23 loss:0.01938 fps:1999 +frame:7.58e+06 wall_t:3792 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.7273 +2026-01-08 14:05:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:200.58 total_reward_ma:187.43 loss:0.02384 fps:1999 +frame:7.59e+06 wall_t:3797 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.7795 +2026-01-08 14:05:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:201.06 total_reward_ma:187.68 loss:-0.00129 fps:1999 +frame:7.60e+06 wall_t:3801 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.846 +2026-01-08 14:05:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:195.21 total_reward_ma:187.86 loss:0.006997 fps:1999 +frame:7.61e+06 wall_t:3806 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.7977 +2026-01-08 14:05:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:198.52 total_reward_ma:188.11 loss:0.003145 fps:2000 +frame:7.62e+06 wall_t:3810 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.7748 +2026-01-08 14:05:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:197.82 total_reward_ma:188.42 loss:0.01439 fps:2000 +frame:7.63e+06 wall_t:3815 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.7194 +2026-01-08 14:05:38 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:188.97 total_reward_ma:188.67 loss:0.03315 fps:1999 +frame:7.64e+06 wall_t:3821 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.7241 +2026-01-08 14:05:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:194.71 total_reward_ma:188.93 loss:0.01298 fps:1999 +frame:7.65e+06 wall_t:3826 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.7853 +2026-01-08 14:05:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:192.46 total_reward_ma:189.14 loss:0.01852 fps:1999 +frame:7.66e+06 wall_t:3831 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.7289 +2026-01-08 14:05:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:196.68 total_reward_ma:189.40 loss:0.03085 fps:1999 +frame:7.67e+06 wall_t:3836 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.8139 +2026-01-08 14:05:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:199.91 total_reward_ma:189.71 loss:0.02894 fps:2000 +frame:7.68e+06 wall_t:3840 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.724 +2026-01-08 14:06:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:203.96 total_reward_ma:190.09 loss:0.00808 fps:2000 +frame:7.69e+06 wall_t:3845 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.7547 +2026-01-08 14:06:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:202.56 total_reward_ma:190.45 loss:0.02183 fps:2001 +frame:7.70e+06 wall_t:3849 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.734 +2026-01-08 14:06:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:207.88 total_reward_ma:190.86 loss:0.01785 fps:2001 +frame:7.71e+06 wall_t:3854 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.6942 +2026-01-08 14:06:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:210.49 total_reward_ma:191.27 loss:0.01588 fps:2001 +frame:7.72e+06 wall_t:3859 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.7784 +2026-01-08 14:06:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:211.45 total_reward_ma:191.63 loss:0.03198 fps:2000 +frame:7.73e+06 wall_t:3865 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.7952 +2026-01-08 14:06:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:211.96 total_reward_ma:191.97 loss:0.01119 fps:2000 +frame:7.74e+06 wall_t:3870 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.7635 +2026-01-08 14:06:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:211.29 total_reward_ma:192.30 loss:0.02131 fps:2001 +frame:7.75e+06 wall_t:3874 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.7214 +2026-01-08 14:06:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:209.41 total_reward_ma:192.53 loss:0.03798 fps:2001 +frame:7.76e+06 wall_t:3879 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.751 +2026-01-08 14:06:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:213.04 total_reward_ma:192.77 loss:-0.003131 fps:2001 +frame:7.77e+06 wall_t:3883 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.7318 +2026-01-08 14:06:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:218.61 total_reward_ma:193.21 loss:0.01638 fps:2001 +frame:7.78e+06 wall_t:3888 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.6841 +2026-01-08 14:06:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:217.72 total_reward_ma:193.63 loss:0.02227 fps:2002 +frame:7.79e+06 wall_t:3892 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.7583 +2026-01-08 14:06:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:217.71 total_reward_ma:194.04 loss:0.02483 fps:2002 +frame:7.80e+06 wall_t:3897 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.7706 +2026-01-08 14:07:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:217.07 total_reward_ma:194.50 loss:0.02455 fps:2002 +frame:7.81e+06 wall_t:3902 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.7764 +2026-01-08 14:07:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:211.76 total_reward_ma:194.91 loss:0.0008009 fps:2002 +frame:7.82e+06 wall_t:3907 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.8061 +2026-01-08 14:07:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:214.74 total_reward_ma:195.33 loss:0.014 fps:2002 +frame:7.83e+06 wall_t:3911 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.7611 +2026-01-08 14:07:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:210.11 total_reward_ma:195.69 loss:0.03418 fps:2002 +frame:7.84e+06 wall_t:3916 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.7319 +2026-01-08 14:07:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:209.62 total_reward_ma:196.02 loss:0.01179 fps:2002 +frame:7.85e+06 wall_t:3921 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.7203 +2026-01-08 14:07:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:209.93 total_reward_ma:196.34 loss:0.006048 fps:2003 +frame:7.86e+06 wall_t:3925 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.7859 +2026-01-08 14:07:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:203.02 total_reward_ma:196.65 loss:0.03856 fps:2003 +frame:7.87e+06 wall_t:3930 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.7425 +2026-01-08 14:07:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:198.02 total_reward_ma:196.94 loss:0.03155 fps:2003 +frame:7.88e+06 wall_t:3935 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.7233 +2026-01-08 14:07:38 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:196.42 total_reward_ma:197.24 loss:0.02145 fps:2003 +frame:7.89e+06 wall_t:3940 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.7213 +2026-01-08 14:07:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:205.34 total_reward_ma:197.61 loss:0.009016 fps:2003 +frame:7.90e+06 wall_t:3945 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.7387 +2026-01-08 14:07:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:206.29 total_reward_ma:197.99 loss:0.01901 fps:2003 +frame:7.91e+06 wall_t:3950 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.7031 +2026-01-08 14:07:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:205.12 total_reward_ma:198.38 loss:0.009666 fps:2003 +frame:7.92e+06 wall_t:3955 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.7628 +2026-01-08 14:07:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:210.38 total_reward_ma:198.79 loss:0.03996 fps:2003 +frame:7.93e+06 wall_t:3959 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.7694 +2026-01-08 14:08:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:214.59 total_reward_ma:199.16 loss:0.02131 fps:2004 +frame:7.94e+06 wall_t:3963 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.7323 +2026-01-08 14:08:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:217.70 total_reward_ma:199.58 loss:0.03705 fps:2004 +frame:7.95e+06 wall_t:3968 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.6882 +2026-01-08 14:08:11 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:219.33 total_reward_ma:199.96 loss:0.005858 fps:2004 +frame:7.96e+06 wall_t:3973 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.7295 +2026-01-08 14:08:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:215.43 total_reward_ma:200.28 loss:0.02192 fps:2004 +frame:7.97e+06 wall_t:3978 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.7236 +2026-01-08 14:08:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:213.49 total_reward_ma:200.58 loss:0.01767 fps:2004 +frame:7.98e+06 wall_t:3983 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.7797 +2026-01-08 14:08:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:216.23 total_reward_ma:200.86 loss:0.01018 fps:2004 +frame:7.99e+06 wall_t:3988 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.7228 +2026-01-08 14:08:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:216.26 total_reward_ma:201.10 loss:0.05899 fps:2004 +frame:8.00e+06 wall_t:3992 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.666 +2026-01-08 14:08:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:222.86 total_reward_ma:201.42 loss:0.01554 fps:2004 +frame:8.01e+06 wall_t:3997 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.7031 +2026-01-08 14:08:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:230.50 total_reward_ma:201.77 loss:0.02496 fps:2004 +frame:8.02e+06 wall_t:4002 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.6979 +2026-01-08 14:08:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:226.83 total_reward_ma:202.05 loss:0.03065 fps:2004 +frame:8.03e+06 wall_t:4006 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.7468 +2026-01-08 14:08:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:234.58 total_reward_ma:202.38 loss:0.007995 fps:2004 +frame:8.04e+06 wall_t:4011 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.7048 +2026-01-08 14:08:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:235.48 total_reward_ma:202.74 loss:0.046 fps:2004 +frame:8.05e+06 wall_t:4016 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.7046 +2026-01-08 14:08:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:240.02 total_reward_ma:203.15 loss:0.02097 fps:2005 +frame:8.06e+06 wall_t:4020 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.7615 +2026-01-08 14:09:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:243.92 total_reward_ma:203.67 loss:0.02802 fps:2005 +frame:8.07e+06 wall_t:4025 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.6899 +2026-01-08 14:09:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:244.23 total_reward_ma:204.14 loss:0.03825 fps:2005 +frame:8.08e+06 wall_t:4030 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.7124 +2026-01-08 14:09:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:250.81 total_reward_ma:204.74 loss:0.03375 fps:2005 +frame:8.09e+06 wall_t:4035 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.816 +2026-01-08 14:09:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:244.52 total_reward_ma:205.24 loss:0.02041 fps:2005 +frame:8.10e+06 wall_t:4039 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.7374 +2026-01-08 14:09:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:243.48 total_reward_ma:205.65 loss:0.03612 fps:2005 +frame:8.11e+06 wall_t:4044 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.6729 +2026-01-08 14:09:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:240.90 total_reward_ma:206.06 loss:0.01632 fps:2006 +frame:8.12e+06 wall_t:4048 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.7384 +2026-01-08 14:09:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:241.75 total_reward_ma:206.49 loss:0.004971 fps:2006 +frame:8.13e+06 wall_t:4053 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.7192 +2026-01-08 14:09:36 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:240.28 total_reward_ma:206.92 loss:0.04003 fps:2006 +frame:8.14e+06 wall_t:4058 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.7266 +2026-01-08 14:09:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:240.28 total_reward_ma:207.33 loss:0.01993 fps:2006 +frame:8.15e+06 wall_t:4063 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.7567 +2026-01-08 14:09:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:246.05 total_reward_ma:207.85 loss:0.02085 fps:2006 +frame:8.16e+06 wall_t:4067 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.747 +2026-01-08 14:09:50 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:239.70 total_reward_ma:208.30 loss:0.04369 fps:2006 +frame:8.17e+06 wall_t:4072 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.6751 +2026-01-08 14:09:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:242.60 total_reward_ma:208.81 loss:0.012 fps:2006 +frame:8.18e+06 wall_t:4077 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.7849 +2026-01-08 14:09:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:243.24 total_reward_ma:209.32 loss:0.03178 fps:2006 +frame:8.19e+06 wall_t:4082 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.7675 +2026-01-08 14:10:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:242.27 total_reward_ma:209.89 loss:0.03058 fps:2007 +frame:8.20e+06 wall_t:4086 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.7332 +2026-01-08 14:10:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:242.56 total_reward_ma:210.43 loss:0.005506 fps:2007 +frame:8.21e+06 wall_t:4090 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.7282 +2026-01-08 14:10:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:240.97 total_reward_ma:210.92 loss:0.04368 fps:2007 +frame:8.22e+06 wall_t:4095 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.7063 +2026-01-08 14:10:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:242.65 total_reward_ma:211.41 loss:-0.005247 fps:2007 +frame:8.23e+06 wall_t:4100 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.8176 +2026-01-08 14:10:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:240.45 total_reward_ma:211.86 loss:0.03997 fps:2007 +frame:8.24e+06 wall_t:4105 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.6725 +2026-01-08 14:10:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:233.90 total_reward_ma:212.26 loss:0.04591 fps:2007 +frame:8.25e+06 wall_t:4110 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.6449 +2026-01-08 14:10:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:235.02 total_reward_ma:212.67 loss:0.01109 fps:2007 +frame:8.26e+06 wall_t:4116 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.7303 +2026-01-08 14:10:38 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:234.67 total_reward_ma:213.14 loss:0.00541 fps:2007 +frame:8.27e+06 wall_t:4120 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.7734 +2026-01-08 14:10:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:234.53 total_reward_ma:213.59 loss:0.009696 fps:2008 +frame:8.28e+06 wall_t:4124 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.7359 +2026-01-08 14:10:46 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:230.38 total_reward_ma:214.03 loss:0.01541 fps:2008 +frame:8.29e+06 wall_t:4129 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.6967 +2026-01-08 14:10:51 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:232.48 total_reward_ma:214.46 loss:0.02517 fps:2008 +frame:8.30e+06 wall_t:4133 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.7417 +2026-01-08 14:10:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:231.27 total_reward_ma:214.91 loss:0.02858 fps:2008 +frame:8.31e+06 wall_t:4138 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.7516 +2026-01-08 14:11:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:228.69 total_reward_ma:215.33 loss:0.03516 fps:2008 +frame:8.32e+06 wall_t:4144 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.6831 +2026-01-08 14:11:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:236.70 total_reward_ma:215.87 loss:0.04705 fps:2008 +frame:8.33e+06 wall_t:4149 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.6689 +2026-01-08 14:11:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:233.99 total_reward_ma:216.39 loss:0.008162 fps:2008 +frame:8.34e+06 wall_t:4154 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.8191 +2026-01-08 14:11:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:232.06 total_reward_ma:216.86 loss:0.03114 fps:2008 +frame:8.35e+06 wall_t:4159 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.7106 +2026-01-08 14:11:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:226.77 total_reward_ma:217.22 loss:0.02424 fps:2008 +frame:8.36e+06 wall_t:4164 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.7705 +2026-01-08 14:11:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:224.69 total_reward_ma:217.57 loss:0.0845 fps:2008 +frame:8.37e+06 wall_t:4168 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.7071 +2026-01-08 14:11:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:223.55 total_reward_ma:217.89 loss:0.02655 fps:2008 +frame:8.38e+06 wall_t:4173 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.7616 +2026-01-08 14:11:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:220.83 total_reward_ma:218.16 loss:0.01629 fps:2008 +frame:8.39e+06 wall_t:4178 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.7253 +2026-01-08 14:11:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:218.01 total_reward_ma:218.42 loss:0.02625 fps:2009 +frame:8.40e+06 wall_t:4182 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.7175 +2026-01-08 14:11:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:225.30 total_reward_ma:218.71 loss:0.03191 fps:2009 +frame:8.41e+06 wall_t:4187 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.7082 +2026-01-08 14:11:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:228.82 total_reward_ma:218.98 loss:0.03407 fps:2009 +frame:8.42e+06 wall_t:4192 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.7459 +2026-01-08 14:11:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:226.63 total_reward_ma:219.26 loss:0.02214 fps:2009 +frame:8.43e+06 wall_t:4196 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.7094 +2026-01-08 14:11:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:228.44 total_reward_ma:219.59 loss:0.01596 fps:2009 +frame:8.44e+06 wall_t:4201 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.7978 +2026-01-08 14:12:04 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:228.69 total_reward_ma:219.96 loss:0.05512 fps:2009 +frame:8.45e+06 wall_t:4206 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.7113 +2026-01-08 14:12:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:232.44 total_reward_ma:220.30 loss:0.05009 fps:2009 +frame:8.46e+06 wall_t:4211 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.7184 +2026-01-08 14:12:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:232.11 total_reward_ma:220.57 loss:0.01632 fps:2009 +frame:8.47e+06 wall_t:4216 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.7728 +2026-01-08 14:12:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:230.36 total_reward_ma:220.79 loss:0.01657 fps:2009 +frame:8.48e+06 wall_t:4221 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.7699 +2026-01-08 14:12:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:232.28 total_reward_ma:221.01 loss:0.06122 fps:2009 +frame:8.49e+06 wall_t:4225 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.6998 +2026-01-08 14:12:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:227.91 total_reward_ma:221.19 loss:0.01621 fps:2009 +frame:8.50e+06 wall_t:4230 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.7762 +2026-01-08 14:12:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:234.87 total_reward_ma:221.43 loss:0.04194 fps:2009 +frame:8.51e+06 wall_t:4236 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.7321 +2026-01-08 14:12:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:237.81 total_reward_ma:221.71 loss:0.02808 fps:2009 +frame:8.52e+06 wall_t:4241 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.7014 +2026-01-08 14:12:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:242.54 total_reward_ma:222.01 loss:0.003696 fps:2009 +frame:8.53e+06 wall_t:4246 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.8037 +2026-01-08 14:12:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:238.83 total_reward_ma:222.25 loss:0.06159 fps:2009 +frame:8.54e+06 wall_t:4250 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.7094 +2026-01-08 14:12:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:244.00 total_reward_ma:222.56 loss:0.004368 fps:2009 +frame:8.55e+06 wall_t:4255 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.7779 +2026-01-08 14:12:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:245.95 total_reward_ma:222.95 loss:0.01947 fps:2009 +frame:8.56e+06 wall_t:4260 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.7735 +2026-01-08 14:13:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:244.52 total_reward_ma:223.35 loss:0.0211 fps:2009 +frame:8.57e+06 wall_t:4265 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.7769 +2026-01-08 14:13:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:238.78 total_reward_ma:223.72 loss:0.006029 fps:2009 +frame:8.58e+06 wall_t:4270 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.7683 +2026-01-08 14:13:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:232.74 total_reward_ma:224.04 loss:0.001913 fps:2009 +frame:8.59e+06 wall_t:4275 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.781 +2026-01-08 14:13:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:231.09 total_reward_ma:224.34 loss:0.02096 fps:2009 +frame:8.60e+06 wall_t:4280 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.7456 +2026-01-08 14:13:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:228.69 total_reward_ma:224.67 loss:0.03072 fps:2009 +frame:8.61e+06 wall_t:4285 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.7047 +2026-01-08 14:13:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:225.27 total_reward_ma:224.94 loss:0.03132 fps:2010 +frame:8.62e+06 wall_t:4289 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.7573 +2026-01-08 14:13:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:221.51 total_reward_ma:225.18 loss:0.02607 fps:2009 +frame:8.63e+06 wall_t:4295 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.7258 +2026-01-08 14:13:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:225.37 total_reward_ma:225.54 loss:0.0163 fps:2009 +frame:8.64e+06 wall_t:4300 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.7484 +2026-01-08 14:13:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:226.25 total_reward_ma:225.86 loss:0.02445 fps:2009 +frame:8.65e+06 wall_t:4305 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.7833 +2026-01-08 14:13:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:229.31 total_reward_ma:226.23 loss:0.02167 fps:2009 +frame:8.66e+06 wall_t:4310 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.7036 +2026-01-08 14:13:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:231.72 total_reward_ma:226.58 loss:0.02391 fps:2010 +frame:8.67e+06 wall_t:4314 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.7351 +2026-01-08 14:13:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:233.01 total_reward_ma:226.91 loss:-0.002162 fps:2010 +frame:8.68e+06 wall_t:4319 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.7328 +2026-01-08 14:14:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:233.98 total_reward_ma:227.21 loss:0.06358 fps:2010 +frame:8.69e+06 wall_t:4324 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.7106 +2026-01-08 14:14:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:235.54 total_reward_ma:227.54 loss:0.05096 fps:2010 +frame:8.70e+06 wall_t:4329 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.6797 +2026-01-08 14:14:11 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:236.32 total_reward_ma:227.82 loss:0.01901 fps:2010 +frame:8.71e+06 wall_t:4333 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.7674 +2026-01-08 14:14:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:238.53 total_reward_ma:228.10 loss:0.05172 fps:2010 +frame:8.72e+06 wall_t:4338 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.7695 +2026-01-08 14:14:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:241.81 total_reward_ma:228.40 loss:0.01989 fps:2010 +frame:8.73e+06 wall_t:4343 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.7632 +2026-01-08 14:14:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:239.24 total_reward_ma:228.68 loss:0.01521 fps:2010 +frame:8.74e+06 wall_t:4348 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.7529 +2026-01-08 14:14:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:243.47 total_reward_ma:229.00 loss:0.01631 fps:2010 +frame:8.75e+06 wall_t:4353 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.8146 +2026-01-08 14:14:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:249.16 total_reward_ma:229.40 loss:0.02884 fps:2011 +frame:8.76e+06 wall_t:4357 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.7733 +2026-01-08 14:14:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:254.30 total_reward_ma:229.81 loss:0.01116 fps:2011 +frame:8.77e+06 wall_t:4362 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.7829 +2026-01-08 14:14:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:255.26 total_reward_ma:230.18 loss:0.03399 fps:2011 +frame:8.78e+06 wall_t:4367 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.6826 +2026-01-08 14:14:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:253.58 total_reward_ma:230.53 loss:0.03949 fps:2011 +frame:8.79e+06 wall_t:4372 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.7904 +2026-01-08 14:14:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:263.15 total_reward_ma:230.99 loss:0.04447 fps:2011 +frame:8.80e+06 wall_t:4376 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.7344 +2026-01-08 14:14:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:265.75 total_reward_ma:231.48 loss:0.03043 fps:2011 +frame:8.81e+06 wall_t:4381 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.7208 +2026-01-08 14:15:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:262.23 total_reward_ma:231.98 loss:0.02296 fps:2011 +frame:8.82e+06 wall_t:4386 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.8191 +2026-01-08 14:15:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:266.83 total_reward_ma:232.50 loss:0.006396 fps:2011 +frame:8.83e+06 wall_t:4391 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.7575 +2026-01-08 14:15:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:260.30 total_reward_ma:233.00 loss:0.03255 fps:2011 +frame:8.84e+06 wall_t:4396 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.7612 +2026-01-08 14:15:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:258.70 total_reward_ma:233.49 loss:0.04093 fps:2011 +frame:8.85e+06 wall_t:4400 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.7485 +2026-01-08 14:15:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:255.95 total_reward_ma:233.95 loss:0.008462 fps:2011 +frame:8.86e+06 wall_t:4405 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.7723 +2026-01-08 14:15:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:253.73 total_reward_ma:234.46 loss:0.01152 fps:2011 +frame:8.87e+06 wall_t:4410 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.799 +2026-01-08 14:15:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:253.80 total_reward_ma:235.02 loss:0.03728 fps:2012 +frame:8.88e+06 wall_t:4414 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.7862 +2026-01-08 14:15:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:248.53 total_reward_ma:235.54 loss:0.01264 fps:2012 +frame:8.89e+06 wall_t:4419 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.7863 +2026-01-08 14:15:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:245.37 total_reward_ma:235.94 loss:0.01281 fps:2012 +frame:8.90e+06 wall_t:4424 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.7693 +2026-01-08 14:15:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:245.08 total_reward_ma:236.33 loss:0.04479 fps:2012 +frame:8.91e+06 wall_t:4429 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.7623 +2026-01-08 14:15:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:247.35 total_reward_ma:236.75 loss:0.02497 fps:2012 +frame:8.92e+06 wall_t:4434 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.7824 +2026-01-08 14:15:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:252.10 total_reward_ma:237.17 loss:0.03146 fps:2011 +frame:8.93e+06 wall_t:4440 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.6713 +2026-01-08 14:16:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:252.73 total_reward_ma:237.55 loss:0.02611 fps:2011 +frame:8.94e+06 wall_t:4446 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.8103 +2026-01-08 14:16:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:251.79 total_reward_ma:237.89 loss:0.0478 fps:2011 +frame:8.95e+06 wall_t:4451 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.7282 +2026-01-08 14:16:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:249.80 total_reward_ma:238.19 loss:0.02 fps:2011 +frame:8.96e+06 wall_t:4456 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.716 +2026-01-08 14:16:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:254.59 total_reward_ma:238.59 loss:0.02345 fps:2011 +frame:8.97e+06 wall_t:4460 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.7455 +2026-01-08 14:16:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:251.74 total_reward_ma:238.97 loss:0.02391 fps:2011 +frame:8.98e+06 wall_t:4465 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.6846 +2026-01-08 14:16:28 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:249.39 total_reward_ma:239.30 loss:0.03651 fps:2011 +frame:8.99e+06 wall_t:4470 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.7199 +2026-01-08 14:16:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:249.41 total_reward_ma:239.63 loss:0.03844 fps:2011 +frame:9.00e+06 wall_t:4475 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.7242 +2026-01-08 14:16:38 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:255.17 total_reward_ma:239.96 loss:0.03716 fps:2011 +frame:9.01e+06 wall_t:4480 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.7589 +2026-01-08 14:16:43 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:252.33 total_reward_ma:240.17 loss:0.04314 fps:2011 +frame:9.02e+06 wall_t:4485 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.6978 +2026-01-08 14:16:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:252.84 total_reward_ma:240.43 loss:0.03437 fps:2011 +frame:9.03e+06 wall_t:4490 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.7675 +2026-01-08 14:16:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:247.41 total_reward_ma:240.56 loss:0.03598 fps:2011 +frame:9.04e+06 wall_t:4495 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.7592 +2026-01-08 14:16:58 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:249.41 total_reward_ma:240.70 loss:0.01947 fps:2011 +frame:9.05e+06 wall_t:4500 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.7348 +2026-01-08 14:17:02 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:245.04 total_reward_ma:240.75 loss:0.02058 fps:2011 +frame:9.06e+06 wall_t:4505 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.7176 +2026-01-08 14:17:07 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:248.67 total_reward_ma:240.80 loss:0.0328 fps:2011 +frame:9.07e+06 wall_t:4510 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.7884 +2026-01-08 14:17:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:249.47 total_reward_ma:240.85 loss:0.01008 fps:2012 +frame:9.08e+06 wall_t:4514 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.7836 +2026-01-08 14:17:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:247.53 total_reward_ma:240.82 loss:0.01785 fps:2012 +frame:9.09e+06 wall_t:4519 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.6169 +2026-01-08 14:17:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:252.12 total_reward_ma:240.89 loss:0.03757 fps:2011 +frame:9.10e+06 wall_t:4524 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.643 +2026-01-08 14:17:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:250.21 total_reward_ma:240.96 loss:0.04947 fps:2011 +frame:9.11e+06 wall_t:4529 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.7111 +2026-01-08 14:17:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:249.33 total_reward_ma:241.05 loss:0.009395 fps:2012 +frame:9.12e+06 wall_t:4533 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.8117 +2026-01-08 14:17:35 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:246.33 total_reward_ma:241.09 loss:0.04216 fps:2012 +frame:9.13e+06 wall_t:4538 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.7782 +2026-01-08 14:17:39 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:247.81 total_reward_ma:241.17 loss:0.02586 fps:2012 +frame:9.14e+06 wall_t:4542 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.6941 +2026-01-08 14:17:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:255.37 total_reward_ma:241.32 loss:0.02587 fps:2012 +frame:9.15e+06 wall_t:4547 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.7406 +2026-01-08 14:17:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:255.43 total_reward_ma:241.41 loss:0.01741 fps:2013 +frame:9.16e+06 wall_t:4551 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.8026 +2026-01-08 14:17:54 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:257.36 total_reward_ma:241.59 loss:0.03411 fps:2013 +frame:9.17e+06 wall_t:4556 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.7694 +2026-01-08 14:17:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:257.48 total_reward_ma:241.74 loss:0.04228 fps:2013 +frame:9.18e+06 wall_t:4561 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.7342 +2026-01-08 14:18:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:252.25 total_reward_ma:241.83 loss:0.01999 fps:2013 +frame:9.19e+06 wall_t:4566 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.7503 +2026-01-08 14:18:09 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:254.91 total_reward_ma:241.95 loss:0.0447 fps:2013 +frame:9.20e+06 wall_t:4571 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.7068 +2026-01-08 14:18:14 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:250.73 total_reward_ma:242.04 loss:0.02408 fps:2013 +frame:9.21e+06 wall_t:4576 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.8297 +2026-01-08 14:18:18 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:249.37 total_reward_ma:242.12 loss:0.03026 fps:2013 +frame:9.22e+06 wall_t:4580 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.7395 +2026-01-08 14:18:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:252.56 total_reward_ma:242.22 loss:0.04953 fps:2013 +frame:9.23e+06 wall_t:4585 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.5841 +2026-01-08 14:18:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:258.68 total_reward_ma:242.40 loss:0.03222 fps:2014 +frame:9.24e+06 wall_t:4589 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.7024 +2026-01-08 14:18:32 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:257.33 total_reward_ma:242.64 loss:0.01253 fps:2013 +frame:9.25e+06 wall_t:4594 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.6816 +2026-01-08 14:18:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:260.49 total_reward_ma:242.89 loss:0.01453 fps:2013 +frame:9.26e+06 wall_t:4599 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.7329 +2026-01-08 14:18:42 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:266.63 total_reward_ma:243.21 loss:0.0376 fps:2013 +frame:9.27e+06 wall_t:4605 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.671 +2026-01-08 14:18:47 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:262.56 total_reward_ma:243.49 loss:0.0185 fps:2013 +frame:9.28e+06 wall_t:4609 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.669 +2026-01-08 14:18:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:266.25 total_reward_ma:243.85 loss:0.04615 fps:2013 +frame:9.29e+06 wall_t:4614 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.6468 +2026-01-08 14:18:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:264.38 total_reward_ma:244.17 loss:0.04372 fps:2013 +frame:9.30e+06 wall_t:4619 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.7127 +2026-01-08 14:19:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:270.73 total_reward_ma:244.56 loss:0.01759 fps:2014 +frame:9.31e+06 wall_t:4623 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.7598 +2026-01-08 14:19:06 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:270.73 total_reward_ma:244.98 loss:0.04171 fps:2014 +frame:9.32e+06 wall_t:4628 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.7554 +2026-01-08 14:19:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:270.42 total_reward_ma:245.32 loss:0.0702 fps:2014 +frame:9.33e+06 wall_t:4633 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.676 +2026-01-08 14:19:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:272.18 total_reward_ma:245.70 loss:0.007864 fps:2014 +frame:9.34e+06 wall_t:4637 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.7747 +2026-01-08 14:19:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:272.35 total_reward_ma:246.10 loss:0.02127 fps:2014 +frame:9.35e+06 wall_t:4642 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.7725 +2026-01-08 14:19:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:268.23 total_reward_ma:246.52 loss:0.04953 fps:2014 +frame:9.36e+06 wall_t:4647 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.5871 +2026-01-08 14:19:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:276.54 total_reward_ma:247.04 loss:0.0145 fps:2015 +frame:9.37e+06 wall_t:4651 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.7137 +2026-01-08 14:19:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:278.77 total_reward_ma:247.59 loss:0.02639 fps:2015 +frame:9.38e+06 wall_t:4655 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.7295 +2026-01-08 14:19:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:276.36 total_reward_ma:248.15 loss:0.05966 fps:2015 +frame:9.39e+06 wall_t:4659 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.667 +2026-01-08 14:19:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:284.61 total_reward_ma:248.81 loss:0.04315 fps:2016 +frame:9.40e+06 wall_t:4663 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.684 +2026-01-08 14:19:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:291.83 total_reward_ma:249.48 loss:0.02948 fps:2016 +frame:9.41e+06 wall_t:4667 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.7216 +2026-01-08 14:19:49 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:289.51 total_reward_ma:250.08 loss:0.02676 fps:2017 +frame:9.42e+06 wall_t:4671 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.7603 +2026-01-08 14:19:53 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:286.80 total_reward_ma:250.69 loss:0.05946 fps:2017 +frame:9.43e+06 wall_t:4675 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.7365 +2026-01-08 14:19:57 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:286.18 total_reward_ma:251.26 loss:0.0331 fps:2017 +frame:9.44e+06 wall_t:4680 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.7023 +2026-01-08 14:20:01 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:286.71 total_reward_ma:251.84 loss:0.02441 fps:2018 +frame:9.45e+06 wall_t:4684 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.6952 +2026-01-08 14:20:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:277.82 total_reward_ma:252.30 loss:0.02533 fps:2018 +frame:9.46e+06 wall_t:4688 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.6936 +2026-01-08 14:20:10 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:280.13 total_reward_ma:252.78 loss:0.01731 fps:2018 +frame:9.47e+06 wall_t:4692 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.7141 +2026-01-08 14:20:13 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:280.42 total_reward_ma:253.28 loss:0.01958 fps:2019 +frame:9.48e+06 wall_t:4696 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.7793 +2026-01-08 14:20:17 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:278.14 total_reward_ma:253.74 loss:0.05493 fps:2020 +frame:9.49e+06 wall_t:4699 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.7229 +2026-01-08 14:20:21 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:281.05 total_reward_ma:254.27 loss:0.04133 fps:2020 +frame:9.50e+06 wall_t:4703 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.7528 +2026-01-08 14:20:25 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:279.26 total_reward_ma:254.71 loss:0.02715 fps:2020 +frame:9.51e+06 wall_t:4707 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.6683 +2026-01-08 14:20:29 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:278.58 total_reward_ma:255.12 loss:0.07396 fps:2021 +frame:9.52e+06 wall_t:4711 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.6223 +2026-01-08 14:20:33 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:280.83 total_reward_ma:255.50 loss:0.02416 fps:2021 +frame:9.53e+06 wall_t:4715 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.6666 +2026-01-08 14:20:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:286.01 total_reward_ma:255.97 loss:0.03281 fps:2022 +frame:9.54e+06 wall_t:4719 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.7157 +2026-01-08 14:20:40 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:283.83 total_reward_ma:256.37 loss:0.02267 fps:2022 +frame:9.55e+06 wall_t:4723 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.7791 +2026-01-08 14:20:44 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:279.76 total_reward_ma:256.71 loss:0.05442 fps:2023 +frame:9.56e+06 wall_t:4726 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.7293 +2026-01-08 14:20:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:280.16 total_reward_ma:257.07 loss:0.01466 fps:2023 +frame:9.57e+06 wall_t:4730 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.7665 +2026-01-08 14:20:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:282.61 total_reward_ma:257.50 loss:0.0514 fps:2024 +frame:9.58e+06 wall_t:4734 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.7384 +2026-01-08 14:20:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:274.95 total_reward_ma:257.93 loss:0.01344 fps:2024 +frame:9.59e+06 wall_t:4738 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.6962 +2026-01-08 14:20:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:273.79 total_reward_ma:258.35 loss:0.04063 fps:2024 +frame:9.60e+06 wall_t:4742 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.7173 +2026-01-08 14:21:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:277.81 total_reward_ma:258.84 loss:0.03065 fps:2025 +frame:9.61e+06 wall_t:4746 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.6758 +2026-01-08 14:21:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:279.79 total_reward_ma:259.39 loss:0.02916 fps:2025 +frame:9.62e+06 wall_t:4750 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.6978 +2026-01-08 14:21:11 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:279.65 total_reward_ma:259.97 loss:0.05589 fps:2026 +frame:9.63e+06 wall_t:4754 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.6635 +2026-01-08 14:21:15 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:278.42 total_reward_ma:260.50 loss:0.06822 fps:2026 +frame:9.64e+06 wall_t:4758 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.6397 +2026-01-08 14:21:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:290.00 total_reward_ma:261.14 loss:0.02601 fps:2027 +frame:9.65e+06 wall_t:4761 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.7318 +2026-01-08 14:21:22 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:290.20 total_reward_ma:261.75 loss:0.02538 fps:2027 +frame:9.66e+06 wall_t:4765 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.6427 +2026-01-08 14:21:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:285.69 total_reward_ma:262.29 loss:0.02751 fps:2028 +frame:9.67e+06 wall_t:4769 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.6697 +2026-01-08 14:21:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:287.73 total_reward_ma:262.84 loss:0.03826 fps:2028 +frame:9.68e+06 wall_t:4772 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.7343 +2026-01-08 14:21:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:287.62 total_reward_ma:263.37 loss:0.05894 fps:2029 +frame:9.69e+06 wall_t:4776 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.7435 +2026-01-08 14:21:37 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:287.35 total_reward_ma:263.89 loss:0.03915 fps:2029 +frame:9.70e+06 wall_t:4780 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.6713 +2026-01-08 14:21:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:290.43 total_reward_ma:264.43 loss:0.05089 fps:2030 +frame:9.71e+06 wall_t:4783 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.6865 +2026-01-08 14:21:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:293.15 total_reward_ma:264.98 loss:0.05755 fps:2030 +frame:9.72e+06 wall_t:4787 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.6746 +2026-01-08 14:21:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:287.46 total_reward_ma:265.43 loss:0.03386 fps:2031 +frame:9.73e+06 wall_t:4791 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.5828 +2026-01-08 14:21:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:293.68 total_reward_ma:265.98 loss:0.0242 fps:2032 +frame:9.74e+06 wall_t:4794 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.7831 +2026-01-08 14:21:56 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:293.15 total_reward_ma:266.47 loss:0.01276 fps:2032 +frame:9.75e+06 wall_t:4799 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.7603 +2026-01-08 14:22:00 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:288.15 total_reward_ma:266.86 loss:0.02114 fps:2032 +frame:9.76e+06 wall_t:4803 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.7147 +2026-01-08 14:22:05 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:282.23 total_reward_ma:267.14 loss:0.01182 fps:2032 +frame:9.77e+06 wall_t:4807 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.6307 +2026-01-08 14:22:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:290.24 total_reward_ma:267.49 loss:0.04043 fps:2033 +frame:9.78e+06 wall_t:4811 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.5796 +2026-01-08 14:22:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:291.50 total_reward_ma:267.87 loss:0.0232 fps:2034 +frame:9.79e+06 wall_t:4814 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.6635 +2026-01-08 14:22:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:293.43 total_reward_ma:268.18 loss:0.04008 fps:2034 +frame:9.80e+06 wall_t:4818 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.6905 +2026-01-08 14:22:19 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:292.12 total_reward_ma:268.44 loss:0.02077 fps:2034 +frame:9.81e+06 wall_t:4822 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.7083 +2026-01-08 14:22:23 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:294.10 total_reward_ma:268.76 loss:0.05317 fps:2035 +frame:9.82e+06 wall_t:4825 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.7106 +2026-01-08 14:22:26 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:297.88 total_reward_ma:269.07 loss:0.0867 fps:2036 +frame:9.83e+06 wall_t:4829 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.6094 +2026-01-08 14:22:30 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:294.11 total_reward_ma:269.41 loss:0.04838 fps:2036 +frame:9.84e+06 wall_t:4832 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.6985 +2026-01-08 14:22:34 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:293.80 total_reward_ma:269.76 loss:0.02419 fps:2037 +frame:9.85e+06 wall_t:4836 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.7319 +2026-01-08 14:22:38 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:290.58 total_reward_ma:270.10 loss:0.03817 fps:2037 +frame:9.86e+06 wall_t:4840 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.7209 +2026-01-08 14:22:41 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:288.82 total_reward_ma:270.46 loss:0.04279 fps:2038 +frame:9.87e+06 wall_t:4844 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.6562 +2026-01-08 14:22:45 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:287.26 total_reward_ma:270.79 loss:0.0216 fps:2038 +frame:9.88e+06 wall_t:4847 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.6964 +2026-01-08 14:22:48 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:290.57 total_reward_ma:271.21 loss:0.05273 fps:2039 +frame:9.89e+06 wall_t:4851 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.7214 +2026-01-08 14:22:52 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:292.79 total_reward_ma:271.68 loss:0.05556 fps:2040 +frame:9.90e+06 wall_t:4854 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6406 +2026-01-08 14:22:55 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:291.12 total_reward_ma:272.14 loss:0.04076 fps:2040 +frame:9.91e+06 wall_t:4858 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.6818 +2026-01-08 14:22:59 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:293.47 total_reward_ma:272.61 loss:0.01107 fps:2040 +frame:9.92e+06 wall_t:4862 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.7183 +2026-01-08 14:23:03 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:286.84 total_reward_ma:272.95 loss:0.04853 fps:2041 +frame:9.93e+06 wall_t:4866 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.6501 +2026-01-08 14:23:08 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:287.52 total_reward_ma:273.30 loss:0.0304 fps:2041 +frame:9.94e+06 wall_t:4870 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.6225 +2026-01-08 14:23:12 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:297.80 total_reward_ma:273.76 loss:0.04538 fps:2041 +frame:9.95e+06 wall_t:4874 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.693 +2026-01-08 14:23:16 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:300.76 total_reward_ma:274.27 loss:0.05049 fps:2042 +frame:9.96e+06 wall_t:4878 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.6649 +2026-01-08 14:23:20 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:305.97 total_reward_ma:274.78 loss:0.07353 fps:2042 +frame:9.97e+06 wall_t:4882 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.6728 +2026-01-08 14:23:24 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:305.75 total_reward_ma:275.32 loss:0.03507 fps:2043 +frame:9.98e+06 wall_t:4886 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.7345 +2026-01-08 14:23:27 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:305.49 total_reward_ma:275.89 loss:0.01919 fps:2043 +frame:9.99e+06 wall_t:4890 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.6823 +2026-01-08 14:23:31 | INFO | PID:1332 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_breakout_t0_s2 [train] +total_reward:302.87 total_reward_ma:276.42 loss:0.06169 fps:2044 +frame:1.00e+07 wall_t:4893 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.5969 +2026-01-08 14:23:31 | INFO | PID:1332 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s3.log b/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..8f0c45ce1ab522908f63bc211fa8ed643f7c2b57 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-08 13:01:56 | INFO | PID:1333 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:02:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:1.86 total_reward_ma:1.86 loss:-0.005654 fps:344.8 +frame:1.00e+04 wall_t:29 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.351 +2026-01-08 13:02:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.03 total_reward_ma:1.95 loss:-0.008592 fps:571.4 +frame:2.00e+04 wall_t:35 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.323 +2026-01-08 13:02:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.05 total_reward_ma:1.98 loss:-0.0109 fps:750 +frame:3.00e+04 wall_t:40 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.329 +2026-01-08 13:02:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:1.81 total_reward_ma:1.94 loss:-0.0122 fps:851.1 +frame:4.00e+04 wall_t:47 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.298 +2026-01-08 13:02:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:1.85 total_reward_ma:1.92 loss:-0.01306 fps:943.4 +frame:5.00e+04 wall_t:53 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.272 +2026-01-08 13:02:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.08 total_reward_ma:1.95 loss:-0.014 fps:1017 +frame:6.00e+04 wall_t:59 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.283 +2026-01-08 13:03:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.05 total_reward_ma:1.96 loss:-0.01444 fps:1094 +frame:7.00e+04 wall_t:64 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.229 +2026-01-08 13:03:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:1.87 total_reward_ma:1.95 loss:-0.01305 fps:1143 +frame:8.00e+04 wall_t:70 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.205 +2026-01-08 13:03:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:1.97 total_reward_ma:1.95 loss:-0.01216 fps:1200 +frame:9.00e+04 wall_t:75 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.156 +2026-01-08 13:03:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.02 total_reward_ma:1.96 loss:-0.01218 fps:1250 +frame:1.00e+05 wall_t:80 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.068 +2026-01-08 13:03:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.01 total_reward_ma:1.96 loss:-0.01084 fps:1264 +frame:1.10e+05 wall_t:87 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.135 +2026-01-08 13:03:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.02 total_reward_ma:1.97 loss:-0.009905 fps:1290 +frame:1.20e+05 wall_t:93 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.111 +2026-01-08 13:03:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.29 total_reward_ma:1.99 loss:-0.01287 fps:1313 +frame:1.30e+05 wall_t:99 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.13 +2026-01-08 13:03:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.34 total_reward_ma:2.02 loss:-0.01434 fps:1346 +frame:1.40e+05 wall_t:104 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.125 +2026-01-08 13:03:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.22 total_reward_ma:2.03 loss:-0.009307 fps:1364 +frame:1.50e+05 wall_t:110 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.063 +2026-01-08 13:03:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.18 total_reward_ma:2.04 loss:-0.01236 fps:1391 +frame:1.60e+05 wall_t:115 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.049 +2026-01-08 13:03:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.15 total_reward_ma:2.05 loss:-0.01174 fps:1405 +frame:1.70e+05 wall_t:121 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:0.979 +2026-01-08 13:04:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.22 total_reward_ma:2.06 loss:-0.01373 fps:1429 +frame:1.80e+05 wall_t:126 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.062 +2026-01-08 13:04:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.27 total_reward_ma:2.07 loss:-0.01411 fps:1439 +frame:1.90e+05 wall_t:132 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.045 +2026-01-08 13:04:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.13 total_reward_ma:2.07 loss:-0.01407 fps:1439 +frame:2.00e+05 wall_t:139 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.142 +2026-01-08 13:04:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.19 total_reward_ma:2.08 loss:-0.0156 fps:1458 +frame:2.10e+05 wall_t:144 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.126 +2026-01-08 13:04:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.33 total_reward_ma:2.09 loss:-0.01658 fps:1477 +frame:2.20e+05 wall_t:149 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.129 +2026-01-08 13:04:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.31 total_reward_ma:2.10 loss:-0.01608 fps:1484 +frame:2.30e+05 wall_t:155 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.142 +2026-01-08 13:04:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.37 total_reward_ma:2.11 loss:-0.01429 fps:1491 +frame:2.40e+05 wall_t:161 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.105 +2026-01-08 13:04:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.41 total_reward_ma:2.12 loss:-0.01548 fps:1488 +frame:2.50e+05 wall_t:168 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.047 +2026-01-08 13:04:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.34 total_reward_ma:2.13 loss:-0.01348 fps:1503 +frame:2.60e+05 wall_t:173 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.036 +2026-01-08 13:04:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.38 total_reward_ma:2.14 loss:-0.01567 fps:1508 +frame:2.70e+05 wall_t:179 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.052 +2026-01-08 13:05:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.48 total_reward_ma:2.15 loss:-0.01418 fps:1514 +frame:2.80e+05 wall_t:185 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.116 +2026-01-08 13:05:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.57 total_reward_ma:2.17 loss:-0.01097 fps:1510 +frame:2.90e+05 wall_t:192 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.092 +2026-01-08 13:05:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.51 total_reward_ma:2.18 loss:-0.01578 fps:1515 +frame:3.00e+05 wall_t:198 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.054 +2026-01-08 13:05:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.40 total_reward_ma:2.18 loss:-0.01468 fps:1520 +frame:3.10e+05 wall_t:204 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.073 +2026-01-08 13:05:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.25 total_reward_ma:2.19 loss:-0.0159 fps:1531 +frame:3.20e+05 wall_t:209 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:0.985 +2026-01-08 13:05:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.12 total_reward_ma:2.18 loss:-0.01288 fps:1542 +frame:3.30e+05 wall_t:214 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.011 +2026-01-08 13:05:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.17 total_reward_ma:2.18 loss:-0.01314 fps:1545 +frame:3.40e+05 wall_t:220 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.009 +2026-01-08 13:05:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.49 total_reward_ma:2.19 loss:-0.01421 fps:1562 +frame:3.50e+05 wall_t:224 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:0.9904 +2026-01-08 13:05:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.75 total_reward_ma:2.21 loss:-0.0117 fps:1565 +frame:3.60e+05 wall_t:230 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:0.9648 +2026-01-08 13:05:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:2.84 total_reward_ma:2.23 loss:-0.01152 fps:1568 +frame:3.70e+05 wall_t:236 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:0.9362 +2026-01-08 13:05:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:3.02 total_reward_ma:2.25 loss:-0.01153 fps:1577 +frame:3.80e+05 wall_t:241 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:0.9359 +2026-01-08 13:06:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:3.11 total_reward_ma:2.27 loss:-0.01369 fps:1579 +frame:3.90e+05 wall_t:247 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:0.9447 +2026-01-08 13:06:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:3.06 total_reward_ma:2.29 loss:-0.01479 fps:1587 +frame:4.00e+05 wall_t:252 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:0.9071 +2026-01-08 13:06:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:3.06 total_reward_ma:2.31 loss:-0.01356 fps:1589 +frame:4.10e+05 wall_t:258 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:0.9269 +2026-01-08 13:06:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:3.06 total_reward_ma:2.32 loss:-0.01222 fps:1597 +frame:4.20e+05 wall_t:263 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:0.8776 +2026-01-08 13:06:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:3.27 total_reward_ma:2.35 loss:-0.01192 fps:1604 +frame:4.30e+05 wall_t:268 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:0.8682 +2026-01-08 13:06:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:3.92 total_reward_ma:2.38 loss:-0.006403 fps:1606 +frame:4.40e+05 wall_t:274 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:0.8399 +2026-01-08 13:06:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:4.56 total_reward_ma:2.43 loss:-0.01186 fps:1613 +frame:4.50e+05 wall_t:279 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:0.8268 +2026-01-08 13:06:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:5.12 total_reward_ma:2.49 loss:-0.004172 fps:1614 +frame:4.60e+05 wall_t:285 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:0.8818 +2026-01-08 13:06:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:5.24 total_reward_ma:2.55 loss:-0.01028 fps:1615 +frame:4.70e+05 wall_t:291 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:0.9199 +2026-01-08 13:06:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:5.30 total_reward_ma:2.61 loss:-0.01075 fps:1611 +frame:4.80e+05 wall_t:298 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.896 +2026-01-08 13:07:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:5.36 total_reward_ma:2.66 loss:-0.01075 fps:1612 +frame:4.90e+05 wall_t:304 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:0.8503 +2026-01-08 13:07:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:5.38 total_reward_ma:2.72 loss:-0.0096 fps:1618 +frame:5.00e+05 wall_t:309 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.8126 +2026-01-08 13:07:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:5.47 total_reward_ma:2.77 loss:-0.01178 fps:1619 +frame:5.10e+05 wall_t:315 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.8261 +2026-01-08 13:07:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:5.59 total_reward_ma:2.82 loss:-0.01086 fps:1625 +frame:5.20e+05 wall_t:320 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.8642 +2026-01-08 13:07:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:6.07 total_reward_ma:2.89 loss:-0.009531 fps:1626 +frame:5.30e+05 wall_t:326 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.8578 +2026-01-08 13:07:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:6.45 total_reward_ma:2.95 loss:-0.007341 fps:1631 +frame:5.40e+05 wall_t:331 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.8073 +2026-01-08 13:07:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:6.52 total_reward_ma:3.02 loss:-0.007318 fps:1632 +frame:5.50e+05 wall_t:337 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:0.8002 +2026-01-08 13:07:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:6.79 total_reward_ma:3.08 loss:-0.008466 fps:1633 +frame:5.60e+05 wall_t:343 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.8223 +2026-01-08 13:07:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:7.18 total_reward_ma:3.16 loss:-0.008366 fps:1638 +frame:5.70e+05 wall_t:348 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.805 +2026-01-08 13:07:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:7.38 total_reward_ma:3.23 loss:-0.009525 fps:1638 +frame:5.80e+05 wall_t:354 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.8056 +2026-01-08 13:07:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:7.37 total_reward_ma:3.30 loss:-0.01041 fps:1639 +frame:5.90e+05 wall_t:360 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.8417 +2026-01-08 13:08:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:7.73 total_reward_ma:3.37 loss:-0.009996 fps:1644 +frame:6.00e+05 wall_t:365 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.8151 +2026-01-08 13:08:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:7.58 total_reward_ma:3.44 loss:-0.0115 fps:1649 +frame:6.10e+05 wall_t:370 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.8138 +2026-01-08 13:08:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:7.92 total_reward_ma:3.51 loss:-0.01097 fps:1649 +frame:6.20e+05 wall_t:376 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.7937 +2026-01-08 13:08:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:8.42 total_reward_ma:3.59 loss:-0.009902 fps:1654 +frame:6.30e+05 wall_t:381 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.7989 +2026-01-08 13:08:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:8.47 total_reward_ma:3.67 loss:-0.007423 fps:1654 +frame:6.40e+05 wall_t:387 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.8277 +2026-01-08 13:08:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:8.88 total_reward_ma:3.75 loss:-0.01027 fps:1654 +frame:6.50e+05 wall_t:393 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.8237 +2026-01-08 13:08:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:8.74 total_reward_ma:3.82 loss:-0.01027 fps:1654 +frame:6.60e+05 wall_t:399 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.7927 +2026-01-08 13:08:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:8.88 total_reward_ma:3.90 loss:-0.009512 fps:1658 +frame:6.70e+05 wall_t:404 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.8724 +2026-01-08 13:08:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:8.93 total_reward_ma:3.97 loss:-0.01252 fps:1659 +frame:6.80e+05 wall_t:410 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.884 +2026-01-08 13:08:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:9.55 total_reward_ma:4.05 loss:-0.01151 fps:1663 +frame:6.90e+05 wall_t:415 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.8531 +2026-01-08 13:08:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:9.52 total_reward_ma:4.13 loss:-0.01157 fps:1663 +frame:7.00e+05 wall_t:421 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.8217 +2026-01-08 13:09:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:9.88 total_reward_ma:4.21 loss:-0.01038 fps:1663 +frame:7.10e+05 wall_t:427 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.7993 +2026-01-08 13:09:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.29 total_reward_ma:4.30 loss:-0.01322 fps:1663 +frame:7.20e+05 wall_t:433 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.8559 +2026-01-08 13:09:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.72 total_reward_ma:4.39 loss:-0.009031 fps:1667 +frame:7.30e+05 wall_t:438 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.7635 +2026-01-08 13:09:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.32 total_reward_ma:4.47 loss:-0.01098 fps:1667 +frame:7.40e+05 wall_t:444 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.7575 +2026-01-08 13:09:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.61 total_reward_ma:4.55 loss:-0.009773 fps:1663 +frame:7.50e+05 wall_t:451 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.7713 +2026-01-08 13:09:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.42 total_reward_ma:4.62 loss:-0.01064 fps:1667 +frame:7.60e+05 wall_t:456 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.7966 +2026-01-08 13:09:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.08 total_reward_ma:4.70 loss:-0.01276 fps:1667 +frame:7.70e+05 wall_t:462 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.7561 +2026-01-08 13:09:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.05 total_reward_ma:4.76 loss:-0.01021 fps:1667 +frame:7.80e+05 wall_t:468 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.8747 +2026-01-08 13:09:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.00 total_reward_ma:4.83 loss:-0.01137 fps:1667 +frame:7.90e+05 wall_t:474 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.7497 +2026-01-08 13:09:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.40 total_reward_ma:4.90 loss:-0.008235 fps:1663 +frame:8.00e+05 wall_t:481 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.7968 +2026-01-08 13:10:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.59 total_reward_ma:4.97 loss:-0.009419 fps:1663 +frame:8.10e+05 wall_t:487 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.813 +2026-01-08 13:10:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:10.85 total_reward_ma:5.04 loss:-0.01222 fps:1667 +frame:8.20e+05 wall_t:492 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.7981 +2026-01-08 13:10:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:11.11 total_reward_ma:5.12 loss:-0.01184 fps:1663 +frame:8.30e+05 wall_t:499 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.7537 +2026-01-08 13:10:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:11.89 total_reward_ma:5.20 loss:-0.01042 fps:1663 +frame:8.40e+05 wall_t:505 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.7231 +2026-01-08 13:10:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:11.69 total_reward_ma:5.27 loss:-0.008025 fps:1663 +frame:8.50e+05 wall_t:511 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.8278 +2026-01-08 13:10:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:11.86 total_reward_ma:5.35 loss:-0.01108 fps:1663 +frame:8.60e+05 wall_t:517 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.7585 +2026-01-08 13:10:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:12.53 total_reward_ma:5.43 loss:-0.01309 fps:1667 +frame:8.70e+05 wall_t:522 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.7536 +2026-01-08 13:10:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:12.66 total_reward_ma:5.51 loss:-0.01249 fps:1664 +frame:8.80e+05 wall_t:529 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.7605 +2026-01-08 13:10:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:12.67 total_reward_ma:5.59 loss:-0.00889 fps:1664 +frame:8.90e+05 wall_t:535 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.746 +2026-01-08 13:10:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:12.92 total_reward_ma:5.68 loss:-0.01197 fps:1667 +frame:9.00e+05 wall_t:540 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.6949 +2026-01-08 13:11:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:13.41 total_reward_ma:5.76 loss:-0.009484 fps:1667 +frame:9.10e+05 wall_t:546 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.7604 +2026-01-08 13:11:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:12.98 total_reward_ma:5.84 loss:-0.01037 fps:1670 +frame:9.20e+05 wall_t:551 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.709 +2026-01-08 13:11:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:12.71 total_reward_ma:5.91 loss:-0.01178 fps:1670 +frame:9.30e+05 wall_t:557 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.7307 +2026-01-08 13:11:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:13.17 total_reward_ma:5.99 loss:-0.009911 fps:1673 +frame:9.40e+05 wall_t:562 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.7628 +2026-01-08 13:11:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:13.43 total_reward_ma:6.07 loss:-0.008642 fps:1673 +frame:9.50e+05 wall_t:568 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.7717 +2026-01-08 13:11:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:13.28 total_reward_ma:6.14 loss:-0.011 fps:1672 +frame:9.60e+05 wall_t:574 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.7815 +2026-01-08 13:11:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:13.62 total_reward_ma:6.22 loss:-0.009452 fps:1675 +frame:9.70e+05 wall_t:579 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.7961 +2026-01-08 13:11:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:13.97 total_reward_ma:6.30 loss:-0.01033 fps:1675 +frame:9.80e+05 wall_t:585 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.7379 +2026-01-08 13:11:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:14.20 total_reward_ma:6.38 loss:-0.006304 fps:1678 +frame:9.90e+05 wall_t:590 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.747 +2026-01-08 13:11:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:14.18 total_reward_ma:6.46 loss:-0.004596 fps:1678 +frame:1.00e+06 wall_t:596 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.7656 +2026-01-08 13:11:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:14.23 total_reward_ma:6.58 loss:-0.009447 fps:1681 +frame:1.01e+06 wall_t:601 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.7562 +2026-01-08 13:12:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:14.18 total_reward_ma:6.70 loss:-0.01017 fps:1680 +frame:1.02e+06 wall_t:607 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.7496 +2026-01-08 13:12:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:14.67 total_reward_ma:6.83 loss:-0.008494 fps:1683 +frame:1.03e+06 wall_t:612 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.7562 +2026-01-08 13:12:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:15.12 total_reward_ma:6.96 loss:-0.01388 fps:1683 +frame:1.04e+06 wall_t:618 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.7556 +2026-01-08 13:12:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:15.95 total_reward_ma:7.10 loss:-0.005552 fps:1683 +frame:1.05e+06 wall_t:624 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.7651 +2026-01-08 13:12:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:15.60 total_reward_ma:7.24 loss:-0.008852 fps:1683 +frame:1.06e+06 wall_t:630 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.7169 +2026-01-08 13:12:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:15.98 total_reward_ma:7.38 loss:-0.009883 fps:1682 +frame:1.07e+06 wall_t:636 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.6583 +2026-01-08 13:12:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:16.92 total_reward_ma:7.53 loss:-0.008742 fps:1685 +frame:1.08e+06 wall_t:641 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.6613 +2026-01-08 13:12:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:17.50 total_reward_ma:7.68 loss:-0.001472 fps:1685 +frame:1.09e+06 wall_t:647 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.7078 +2026-01-08 13:12:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:17.69 total_reward_ma:7.84 loss:-0.005715 fps:1685 +frame:1.10e+06 wall_t:653 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.7228 +2026-01-08 13:12:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:17.68 total_reward_ma:8.00 loss:-0.01107 fps:1687 +frame:1.11e+06 wall_t:658 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.7234 +2026-01-08 13:13:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:17.53 total_reward_ma:8.15 loss:-0.009944 fps:1687 +frame:1.12e+06 wall_t:664 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.6532 +2026-01-08 13:13:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:17.99 total_reward_ma:8.31 loss:-0.009589 fps:1687 +frame:1.13e+06 wall_t:670 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.6843 +2026-01-08 13:13:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:17.21 total_reward_ma:8.46 loss:-0.007639 fps:1686 +frame:1.14e+06 wall_t:676 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.6589 +2026-01-08 13:13:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:16.58 total_reward_ma:8.60 loss:-0.005455 fps:1689 +frame:1.15e+06 wall_t:681 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.6601 +2026-01-08 13:13:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:15.94 total_reward_ma:8.74 loss:-0.008024 fps:1689 +frame:1.16e+06 wall_t:687 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.6271 +2026-01-08 13:13:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:15.79 total_reward_ma:8.87 loss:-0.008407 fps:1688 +frame:1.17e+06 wall_t:693 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.7089 +2026-01-08 13:13:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:15.73 total_reward_ma:9.01 loss:-0.0073 fps:1691 +frame:1.18e+06 wall_t:698 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.6251 +2026-01-08 13:13:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:16.68 total_reward_ma:9.15 loss:-0.008188 fps:1690 +frame:1.19e+06 wall_t:704 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.6917 +2026-01-08 13:13:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:16.29 total_reward_ma:9.30 loss:-0.008795 fps:1693 +frame:1.20e+06 wall_t:709 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.6883 +2026-01-08 13:13:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:16.90 total_reward_ma:9.44 loss:-0.007645 fps:1692 +frame:1.21e+06 wall_t:715 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.6958 +2026-01-08 13:13:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:17.35 total_reward_ma:9.59 loss:-0.01024 fps:1692 +frame:1.22e+06 wall_t:721 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.6558 +2026-01-08 13:14:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:18.15 total_reward_ma:9.75 loss:-0.006571 fps:1692 +frame:1.23e+06 wall_t:727 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.6853 +2026-01-08 13:14:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:18.77 total_reward_ma:9.92 loss:-0.0083 fps:1692 +frame:1.24e+06 wall_t:733 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.6658 +2026-01-08 13:14:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:19.36 total_reward_ma:10.08 loss:-0.007887 fps:1694 +frame:1.25e+06 wall_t:738 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.7109 +2026-01-08 13:14:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:19.32 total_reward_ma:10.25 loss:-0.009977 fps:1694 +frame:1.26e+06 wall_t:744 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.6256 +2026-01-08 13:14:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:19.79 total_reward_ma:10.43 loss:-0.00963 fps:1693 +frame:1.27e+06 wall_t:750 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.687 +2026-01-08 13:14:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:19.50 total_reward_ma:10.60 loss:-0.006619 fps:1695 +frame:1.28e+06 wall_t:755 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.6545 +2026-01-08 13:14:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:19.40 total_reward_ma:10.77 loss:-0.009131 fps:1697 +frame:1.29e+06 wall_t:760 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.6606 +2026-01-08 13:14:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:18.84 total_reward_ma:10.93 loss:-0.009807 fps:1697 +frame:1.30e+06 wall_t:766 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.5775 +2026-01-08 13:14:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:18.80 total_reward_ma:11.09 loss:-0.006484 fps:1697 +frame:1.31e+06 wall_t:772 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.6333 +2026-01-08 13:14:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:18.19 total_reward_ma:11.25 loss:-0.01144 fps:1697 +frame:1.32e+06 wall_t:778 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.6677 +2026-01-08 13:15:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:17.69 total_reward_ma:11.41 loss:-0.007286 fps:1696 +frame:1.33e+06 wall_t:784 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.6326 +2026-01-08 13:15:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:18.00 total_reward_ma:11.57 loss:-0.01128 fps:1696 +frame:1.34e+06 wall_t:790 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.656 +2026-01-08 13:15:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:18.26 total_reward_ma:11.73 loss:-0.01051 fps:1694 +frame:1.35e+06 wall_t:797 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.6717 +2026-01-08 13:15:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:18.58 total_reward_ma:11.88 loss:-0.008947 fps:1696 +frame:1.36e+06 wall_t:802 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.6868 +2026-01-08 13:15:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:19.03 total_reward_ma:12.05 loss:-0.009137 fps:1696 +frame:1.37e+06 wall_t:808 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.6267 +2026-01-08 13:15:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:18.80 total_reward_ma:12.20 loss:-0.008828 fps:1695 +frame:1.38e+06 wall_t:814 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.6834 +2026-01-08 13:15:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:19.32 total_reward_ma:12.37 loss:-0.01065 fps:1697 +frame:1.39e+06 wall_t:819 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.664 +2026-01-08 13:15:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:19.36 total_reward_ma:12.53 loss:-0.004435 fps:1697 +frame:1.40e+06 wall_t:825 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.624 +2026-01-08 13:15:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:20.06 total_reward_ma:12.70 loss:-0.009147 fps:1697 +frame:1.41e+06 wall_t:831 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.6435 +2026-01-08 13:15:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:19.83 total_reward_ma:12.87 loss:-0.006635 fps:1699 +frame:1.42e+06 wall_t:836 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.6345 +2026-01-08 13:16:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:20.09 total_reward_ma:13.03 loss:-0.008257 fps:1698 +frame:1.43e+06 wall_t:842 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.5396 +2026-01-08 13:16:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:20.76 total_reward_ma:13.20 loss:-0.00734 fps:1700 +frame:1.44e+06 wall_t:847 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.5573 +2026-01-08 13:16:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:21.04 total_reward_ma:13.37 loss:-0.006952 fps:1700 +frame:1.45e+06 wall_t:853 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.6206 +2026-01-08 13:16:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:21.43 total_reward_ma:13.53 loss:-0.009298 fps:1702 +frame:1.46e+06 wall_t:858 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.6561 +2026-01-08 13:16:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:21.94 total_reward_ma:13.70 loss:-0.008562 fps:1701 +frame:1.47e+06 wall_t:864 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.6122 +2026-01-08 13:16:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:22.04 total_reward_ma:13.87 loss:-0.009917 fps:1699 +frame:1.48e+06 wall_t:871 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.6304 +2026-01-08 13:16:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:21.92 total_reward_ma:14.03 loss:-0.005297 fps:1701 +frame:1.49e+06 wall_t:876 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.6458 +2026-01-08 13:16:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:22.20 total_reward_ma:14.20 loss:-0.008651 fps:1701 +frame:1.50e+06 wall_t:882 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.7103 +2026-01-08 13:16:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:22.03 total_reward_ma:14.36 loss:-0.008971 fps:1700 +frame:1.51e+06 wall_t:888 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.643 +2026-01-08 13:16:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:21.37 total_reward_ma:14.52 loss:-0.005504 fps:1702 +frame:1.52e+06 wall_t:893 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.6736 +2026-01-08 13:16:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:21.03 total_reward_ma:14.67 loss:-0.01024 fps:1702 +frame:1.53e+06 wall_t:899 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.6595 +2026-01-08 13:17:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:21.36 total_reward_ma:14.82 loss:-0.00975 fps:1704 +frame:1.54e+06 wall_t:904 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.6091 +2026-01-08 13:17:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:21.18 total_reward_ma:14.97 loss:-0.009905 fps:1705 +frame:1.55e+06 wall_t:909 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.5942 +2026-01-08 13:17:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:21.88 total_reward_ma:15.12 loss:-0.007351 fps:1709 +frame:1.56e+06 wall_t:913 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.6493 +2026-01-08 13:17:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:22.61 total_reward_ma:15.27 loss:-0.007797 fps:1710 +frame:1.57e+06 wall_t:918 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.6766 +2026-01-08 13:17:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:22.10 total_reward_ma:15.42 loss:-0.007363 fps:1712 +frame:1.58e+06 wall_t:923 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.6401 +2026-01-08 13:17:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:23.04 total_reward_ma:15.58 loss:-0.009623 fps:1715 +frame:1.59e+06 wall_t:927 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.616 +2026-01-08 13:17:30 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:23.73 total_reward_ma:15.74 loss:-0.0073 fps:1717 +frame:1.60e+06 wall_t:932 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.6333 +2026-01-08 13:17:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:24.10 total_reward_ma:15.90 loss:-0.004695 fps:1718 +frame:1.61e+06 wall_t:937 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.6596 +2026-01-08 13:17:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:24.47 total_reward_ma:16.07 loss:-0.005857 fps:1720 +frame:1.62e+06 wall_t:942 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.5862 +2026-01-08 13:17:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:25.20 total_reward_ma:16.24 loss:-0.006804 fps:1723 +frame:1.63e+06 wall_t:946 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.6116 +2026-01-08 13:17:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:25.17 total_reward_ma:16.40 loss:-0.007211 fps:1725 +frame:1.64e+06 wall_t:951 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.6015 +2026-01-08 13:17:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:24.98 total_reward_ma:16.56 loss:-0.00706 fps:1726 +frame:1.65e+06 wall_t:956 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.6721 +2026-01-08 13:17:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:25.35 total_reward_ma:16.73 loss:-0.01111 fps:1727 +frame:1.66e+06 wall_t:961 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.6288 +2026-01-08 13:18:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:25.86 total_reward_ma:16.90 loss:-0.009369 fps:1729 +frame:1.67e+06 wall_t:966 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.6213 +2026-01-08 13:18:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:25.71 total_reward_ma:17.07 loss:-0.007744 fps:1728 +frame:1.68e+06 wall_t:972 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.6544 +2026-01-08 13:18:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:25.95 total_reward_ma:17.23 loss:-0.005481 fps:1732 +frame:1.69e+06 wall_t:976 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.686 +2026-01-08 13:18:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:26.58 total_reward_ma:17.40 loss:-0.004802 fps:1731 +frame:1.70e+06 wall_t:982 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.6633 +2026-01-08 13:18:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:26.56 total_reward_ma:17.57 loss:-0.004889 fps:1734 +frame:1.71e+06 wall_t:986 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.6244 +2026-01-08 13:18:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:26.66 total_reward_ma:17.73 loss:-0.00681 fps:1736 +frame:1.72e+06 wall_t:991 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.6638 +2026-01-08 13:18:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:27.07 total_reward_ma:17.90 loss:-0.006856 fps:1737 +frame:1.73e+06 wall_t:996 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.6175 +2026-01-08 13:18:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:27.41 total_reward_ma:18.07 loss:-0.009315 fps:1738 +frame:1.74e+06 wall_t:1001 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.5684 +2026-01-08 13:18:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:27.84 total_reward_ma:18.24 loss:-0.007744 fps:1740 +frame:1.75e+06 wall_t:1006 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.625 +2026-01-08 13:18:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:27.24 total_reward_ma:18.41 loss:-0.00533 fps:1743 +frame:1.76e+06 wall_t:1010 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.6286 +2026-01-08 13:18:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:27.77 total_reward_ma:18.58 loss:-0.005674 fps:1744 +frame:1.77e+06 wall_t:1015 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.5917 +2026-01-08 13:18:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:27.74 total_reward_ma:18.76 loss:-0.007156 fps:1745 +frame:1.78e+06 wall_t:1020 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.6025 +2026-01-08 13:19:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:27.67 total_reward_ma:18.94 loss:-0.01068 fps:1746 +frame:1.79e+06 wall_t:1025 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.5791 +2026-01-08 13:19:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:27.87 total_reward_ma:19.11 loss:-0.006234 fps:1749 +frame:1.80e+06 wall_t:1029 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.6187 +2026-01-08 13:19:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:28.98 total_reward_ma:19.30 loss:-0.002668 fps:1750 +frame:1.81e+06 wall_t:1034 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.662 +2026-01-08 13:19:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:29.35 total_reward_ma:19.48 loss:-0.004946 fps:1753 +frame:1.82e+06 wall_t:1038 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.6032 +2026-01-08 13:19:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:29.42 total_reward_ma:19.66 loss:-0.006054 fps:1755 +frame:1.83e+06 wall_t:1043 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.6231 +2026-01-08 13:19:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:29.96 total_reward_ma:19.84 loss:-0.004701 fps:1756 +frame:1.84e+06 wall_t:1048 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.6032 +2026-01-08 13:19:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:30.74 total_reward_ma:20.04 loss:-0.006579 fps:1757 +frame:1.85e+06 wall_t:1053 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.5979 +2026-01-08 13:19:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:31.48 total_reward_ma:20.23 loss:-0.004818 fps:1760 +frame:1.86e+06 wall_t:1057 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.5926 +2026-01-08 13:19:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:31.17 total_reward_ma:20.42 loss:-0.007851 fps:1761 +frame:1.87e+06 wall_t:1062 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.574 +2026-01-08 13:19:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:32.08 total_reward_ma:20.61 loss:-0.008596 fps:1764 +frame:1.88e+06 wall_t:1066 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.6475 +2026-01-08 13:19:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:32.07 total_reward_ma:20.81 loss:-0.004574 fps:1765 +frame:1.89e+06 wall_t:1071 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.585 +2026-01-08 13:19:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:31.44 total_reward_ma:20.99 loss:-0.005573 fps:1766 +frame:1.90e+06 wall_t:1076 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.5548 +2026-01-08 13:19:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:31.49 total_reward_ma:21.17 loss:-0.003128 fps:1767 +frame:1.91e+06 wall_t:1081 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.6139 +2026-01-08 13:20:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:31.43 total_reward_ma:21.36 loss:-0.008939 fps:1768 +frame:1.92e+06 wall_t:1086 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.6125 +2026-01-08 13:20:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:31.91 total_reward_ma:21.55 loss:-0.009109 fps:1769 +frame:1.93e+06 wall_t:1091 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.6217 +2026-01-08 13:20:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:31.93 total_reward_ma:21.74 loss:-0.006655 fps:1772 +frame:1.94e+06 wall_t:1095 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.5906 +2026-01-08 13:20:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:32.12 total_reward_ma:21.92 loss:-0.003709 fps:1773 +frame:1.95e+06 wall_t:1100 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.6259 +2026-01-08 13:20:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:32.37 total_reward_ma:22.11 loss:-0.007292 fps:1774 +frame:1.96e+06 wall_t:1105 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.5998 +2026-01-08 13:20:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:31.64 total_reward_ma:22.29 loss:-0.008213 fps:1776 +frame:1.97e+06 wall_t:1109 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.616 +2026-01-08 13:20:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:31.85 total_reward_ma:22.47 loss:-0.003222 fps:1777 +frame:1.98e+06 wall_t:1114 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.6558 +2026-01-08 13:20:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:33.29 total_reward_ma:22.66 loss:-0.007985 fps:1778 +frame:1.99e+06 wall_t:1119 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.6216 +2026-01-08 13:20:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:33.99 total_reward_ma:22.86 loss:-0.006155 fps:1779 +frame:2.00e+06 wall_t:1124 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.6084 +2026-01-08 13:20:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:34.74 total_reward_ma:23.07 loss:-0.007006 fps:1780 +frame:2.01e+06 wall_t:1129 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.5959 +2026-01-08 13:20:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:34.37 total_reward_ma:23.27 loss:-0.006104 fps:1781 +frame:2.02e+06 wall_t:1134 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.6267 +2026-01-08 13:20:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:34.30 total_reward_ma:23.47 loss:-0.008445 fps:1782 +frame:2.03e+06 wall_t:1139 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.6241 +2026-01-08 13:21:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:33.69 total_reward_ma:23.65 loss:-0.00877 fps:1783 +frame:2.04e+06 wall_t:1144 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.6157 +2026-01-08 13:21:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:34.19 total_reward_ma:23.83 loss:-0.006864 fps:1784 +frame:2.05e+06 wall_t:1149 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.6329 +2026-01-08 13:21:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:35.03 total_reward_ma:24.03 loss:-0.004505 fps:1787 +frame:2.06e+06 wall_t:1153 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.6056 +2026-01-08 13:21:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:34.97 total_reward_ma:24.22 loss:0.001055 fps:1788 +frame:2.07e+06 wall_t:1158 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.6391 +2026-01-08 13:21:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:34.70 total_reward_ma:24.40 loss:-0.008678 fps:1788 +frame:2.08e+06 wall_t:1163 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.6199 +2026-01-08 13:21:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:33.61 total_reward_ma:24.56 loss:-0.006245 fps:1789 +frame:2.09e+06 wall_t:1168 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.5921 +2026-01-08 13:21:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:33.93 total_reward_ma:24.72 loss:-0.009447 fps:1790 +frame:2.10e+06 wall_t:1173 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.6011 +2026-01-08 13:21:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:33.79 total_reward_ma:24.88 loss:-0.006954 fps:1791 +frame:2.11e+06 wall_t:1178 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.6792 +2026-01-08 13:21:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:34.16 total_reward_ma:25.05 loss:-0.004765 fps:1792 +frame:2.12e+06 wall_t:1183 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.6078 +2026-01-08 13:21:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:34.84 total_reward_ma:25.22 loss:-0.007715 fps:1793 +frame:2.13e+06 wall_t:1188 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.5951 +2026-01-08 13:21:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:35.30 total_reward_ma:25.40 loss:-0.007904 fps:1795 +frame:2.14e+06 wall_t:1192 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.6214 +2026-01-08 13:21:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:35.68 total_reward_ma:25.59 loss:-0.008342 fps:1795 +frame:2.15e+06 wall_t:1198 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.6299 +2026-01-08 13:22:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:35.62 total_reward_ma:25.78 loss:-0.008233 fps:1796 +frame:2.16e+06 wall_t:1203 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.5667 +2026-01-08 13:22:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:36.04 total_reward_ma:25.99 loss:-0.005338 fps:1798 +frame:2.17e+06 wall_t:1207 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.6299 +2026-01-08 13:22:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:36.68 total_reward_ma:26.20 loss:-0.005874 fps:1799 +frame:2.18e+06 wall_t:1212 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.6115 +2026-01-08 13:22:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:38.13 total_reward_ma:26.41 loss:-0.006162 fps:1801 +frame:2.19e+06 wall_t:1216 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.5729 +2026-01-08 13:22:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:37.99 total_reward_ma:26.63 loss:-0.005455 fps:1802 +frame:2.20e+06 wall_t:1221 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.5763 +2026-01-08 13:22:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:38.54 total_reward_ma:26.84 loss:-0.009085 fps:1803 +frame:2.21e+06 wall_t:1226 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.5825 +2026-01-08 13:22:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:38.54 total_reward_ma:27.06 loss:-0.004325 fps:1805 +frame:2.22e+06 wall_t:1230 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.5894 +2026-01-08 13:22:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:39.31 total_reward_ma:27.27 loss:-0.00162 fps:1806 +frame:2.23e+06 wall_t:1235 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.5907 +2026-01-08 13:22:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:39.25 total_reward_ma:27.47 loss:-0.0006662 fps:1805 +frame:2.24e+06 wall_t:1241 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.5894 +2026-01-08 13:22:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:39.08 total_reward_ma:27.67 loss:-0.005443 fps:1806 +frame:2.25e+06 wall_t:1246 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.5352 +2026-01-08 13:22:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:41.71 total_reward_ma:27.89 loss:0.0291 fps:1805 +frame:2.26e+06 wall_t:1252 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.6018 +2026-01-08 13:22:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:41.83 total_reward_ma:28.11 loss:-0.004555 fps:1807 +frame:2.27e+06 wall_t:1256 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.5176 +2026-01-08 13:22:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:42.79 total_reward_ma:28.35 loss:-0.01076 fps:1808 +frame:2.28e+06 wall_t:1261 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.5657 +2026-01-08 13:23:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:42.80 total_reward_ma:28.58 loss:-0.005687 fps:1809 +frame:2.29e+06 wall_t:1266 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.6119 +2026-01-08 13:23:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:43.01 total_reward_ma:28.82 loss:-0.001953 fps:1810 +frame:2.30e+06 wall_t:1271 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.5862 +2026-01-08 13:23:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:43.96 total_reward_ma:29.07 loss:-0.004662 fps:1812 +frame:2.31e+06 wall_t:1275 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.589 +2026-01-08 13:23:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:44.02 total_reward_ma:29.33 loss:-0.005737 fps:1811 +frame:2.32e+06 wall_t:1281 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.4947 +2026-01-08 13:23:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:43.85 total_reward_ma:29.59 loss:-0.004051 fps:1812 +frame:2.33e+06 wall_t:1286 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.5587 +2026-01-08 13:23:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:44.61 total_reward_ma:29.86 loss:-0.004785 fps:1814 +frame:2.34e+06 wall_t:1290 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.6013 +2026-01-08 13:23:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:44.57 total_reward_ma:30.12 loss:-0.00227 fps:1813 +frame:2.35e+06 wall_t:1296 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.613 +2026-01-08 13:23:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:44.75 total_reward_ma:30.38 loss:-0.00376 fps:1814 +frame:2.36e+06 wall_t:1301 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.6113 +2026-01-08 13:23:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:44.00 total_reward_ma:30.63 loss:-0.001837 fps:1816 +frame:2.37e+06 wall_t:1305 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.5732 +2026-01-08 13:23:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:43.38 total_reward_ma:30.88 loss:-0.008749 fps:1817 +frame:2.38e+06 wall_t:1310 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.5025 +2026-01-08 13:23:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:44.23 total_reward_ma:31.13 loss:-0.005421 fps:1819 +frame:2.39e+06 wall_t:1314 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.5898 +2026-01-08 13:23:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:45.09 total_reward_ma:31.39 loss:-0.006965 fps:1820 +frame:2.40e+06 wall_t:1319 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.5432 +2026-01-08 13:24:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:45.36 total_reward_ma:31.64 loss:-0.0009073 fps:1820 +frame:2.41e+06 wall_t:1324 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.5318 +2026-01-08 13:24:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:46.10 total_reward_ma:31.90 loss:-0.006502 fps:1821 +frame:2.42e+06 wall_t:1329 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.5333 +2026-01-08 13:24:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:45.40 total_reward_ma:32.16 loss:-0.001971 fps:1820 +frame:2.43e+06 wall_t:1335 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.5616 +2026-01-08 13:24:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:47.14 total_reward_ma:32.42 loss:-0.006219 fps:1821 +frame:2.44e+06 wall_t:1340 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.5255 +2026-01-08 13:24:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:47.06 total_reward_ma:32.68 loss:-0.002701 fps:1822 +frame:2.45e+06 wall_t:1345 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.5969 +2026-01-08 13:24:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:48.49 total_reward_ma:32.95 loss:4.033e-05 fps:1822 +frame:2.46e+06 wall_t:1350 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.6379 +2026-01-08 13:24:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:48.20 total_reward_ma:33.21 loss:-0.001698 fps:1823 +frame:2.47e+06 wall_t:1355 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.5687 +2026-01-08 13:24:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:47.33 total_reward_ma:33.47 loss:-0.006195 fps:1824 +frame:2.48e+06 wall_t:1360 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.5726 +2026-01-08 13:24:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:46.78 total_reward_ma:33.71 loss:-0.006079 fps:1824 +frame:2.49e+06 wall_t:1365 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.6369 +2026-01-08 13:24:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:46.06 total_reward_ma:33.95 loss:-0.009637 fps:1825 +frame:2.50e+06 wall_t:1370 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.6003 +2026-01-08 13:24:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:46.67 total_reward_ma:34.20 loss:-0.006913 fps:1825 +frame:2.51e+06 wall_t:1375 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.6128 +2026-01-08 13:24:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:47.03 total_reward_ma:34.46 loss:-0.006591 fps:1827 +frame:2.52e+06 wall_t:1379 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.6265 +2026-01-08 13:25:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:48.08 total_reward_ma:34.73 loss:-0.002201 fps:1828 +frame:2.53e+06 wall_t:1384 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.5859 +2026-01-08 13:25:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:48.12 total_reward_ma:34.99 loss:-0.001961 fps:1829 +frame:2.54e+06 wall_t:1389 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.578 +2026-01-08 13:25:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:47.08 total_reward_ma:35.25 loss:-0.002604 fps:1829 +frame:2.55e+06 wall_t:1394 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.5392 +2026-01-08 13:25:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:47.49 total_reward_ma:35.51 loss:-0.005647 fps:1830 +frame:2.56e+06 wall_t:1399 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.5406 +2026-01-08 13:25:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:46.33 total_reward_ma:35.75 loss:-0.00404 fps:1832 +frame:2.57e+06 wall_t:1403 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.5663 +2026-01-08 13:25:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:47.36 total_reward_ma:36.00 loss:-0.007455 fps:1832 +frame:2.58e+06 wall_t:1408 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.558 +2026-01-08 13:25:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:48.64 total_reward_ma:36.25 loss:-0.007611 fps:1833 +frame:2.59e+06 wall_t:1413 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.5135 +2026-01-08 13:25:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:50.28 total_reward_ma:36.52 loss:-0.006643 fps:1832 +frame:2.60e+06 wall_t:1419 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.506 +2026-01-08 13:25:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:50.15 total_reward_ma:36.78 loss:-0.01007 fps:1833 +frame:2.61e+06 wall_t:1424 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.5266 +2026-01-08 13:25:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:51.60 total_reward_ma:37.05 loss:-0.005915 fps:1832 +frame:2.62e+06 wall_t:1430 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.526 +2026-01-08 13:25:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:51.18 total_reward_ma:37.31 loss:-0.006503 fps:1833 +frame:2.63e+06 wall_t:1435 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.5752 +2026-01-08 13:25:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:51.63 total_reward_ma:37.58 loss:-0.005153 fps:1833 +frame:2.64e+06 wall_t:1440 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.5403 +2026-01-08 13:26:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:50.86 total_reward_ma:37.83 loss:-0.00448 fps:1835 +frame:2.65e+06 wall_t:1444 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.5912 +2026-01-08 13:26:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:51.59 total_reward_ma:38.10 loss:-0.001785 fps:1836 +frame:2.66e+06 wall_t:1449 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.5021 +2026-01-08 13:26:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:52.10 total_reward_ma:38.36 loss:-0.004685 fps:1836 +frame:2.67e+06 wall_t:1454 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.5623 +2026-01-08 13:26:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:53.17 total_reward_ma:38.63 loss:-0.006556 fps:1837 +frame:2.68e+06 wall_t:1459 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.5644 +2026-01-08 13:26:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:54.08 total_reward_ma:38.92 loss:-0.002535 fps:1837 +frame:2.69e+06 wall_t:1464 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.5994 +2026-01-08 13:26:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:54.65 total_reward_ma:39.20 loss:-0.0002801 fps:1839 +frame:2.70e+06 wall_t:1468 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.5757 +2026-01-08 13:26:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:53.74 total_reward_ma:39.47 loss:-0.005908 fps:1840 +frame:2.71e+06 wall_t:1473 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.5885 +2026-01-08 13:26:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:53.89 total_reward_ma:39.74 loss:-0.003422 fps:1840 +frame:2.72e+06 wall_t:1478 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.5853 +2026-01-08 13:26:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:53.97 total_reward_ma:40.01 loss:-0.00605 fps:1841 +frame:2.73e+06 wall_t:1483 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.5851 +2026-01-08 13:26:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:53.32 total_reward_ma:40.27 loss:-0.004823 fps:1843 +frame:2.74e+06 wall_t:1487 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.5797 +2026-01-08 13:26:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:54.98 total_reward_ma:40.54 loss:0.02537 fps:1843 +frame:2.75e+06 wall_t:1492 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.615 +2026-01-08 13:26:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:54.97 total_reward_ma:40.82 loss:-0.007577 fps:1844 +frame:2.76e+06 wall_t:1497 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.5682 +2026-01-08 13:26:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:55.64 total_reward_ma:41.10 loss:-0.005558 fps:1845 +frame:2.77e+06 wall_t:1501 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.5801 +2026-01-08 13:27:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:54.88 total_reward_ma:41.37 loss:-0.0005037 fps:1846 +frame:2.78e+06 wall_t:1506 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.6231 +2026-01-08 13:27:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:55.44 total_reward_ma:41.64 loss:-0.003763 fps:1846 +frame:2.79e+06 wall_t:1511 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.5878 +2026-01-08 13:27:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:53.84 total_reward_ma:41.90 loss:0.002522 fps:1848 +frame:2.80e+06 wall_t:1515 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.6639 +2026-01-08 13:27:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:52.62 total_reward_ma:42.14 loss:-0.002693 fps:1849 +frame:2.81e+06 wall_t:1520 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.5975 +2026-01-08 13:27:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:52.28 total_reward_ma:42.37 loss:-0.00548 fps:1850 +frame:2.82e+06 wall_t:1524 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.6133 +2026-01-08 13:27:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:52.66 total_reward_ma:42.60 loss:-0.006 fps:1850 +frame:2.83e+06 wall_t:1530 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.6685 +2026-01-08 13:27:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:52.34 total_reward_ma:42.83 loss:-0.001829 fps:1850 +frame:2.84e+06 wall_t:1535 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.575 +2026-01-08 13:27:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:52.38 total_reward_ma:43.04 loss:-0.005749 fps:1851 +frame:2.85e+06 wall_t:1540 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.6464 +2026-01-08 13:27:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:53.35 total_reward_ma:43.26 loss:-0.001191 fps:1851 +frame:2.86e+06 wall_t:1545 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.5951 +2026-01-08 13:27:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:51.11 total_reward_ma:43.46 loss:-0.00651 fps:1853 +frame:2.87e+06 wall_t:1549 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.6428 +2026-01-08 13:27:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:50.47 total_reward_ma:43.65 loss:-0.007032 fps:1852 +frame:2.88e+06 wall_t:1555 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.6094 +2026-01-08 13:27:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:51.22 total_reward_ma:43.84 loss:-0.004419 fps:1853 +frame:2.89e+06 wall_t:1560 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.6007 +2026-01-08 13:28:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:52.59 total_reward_ma:44.05 loss:-0.001405 fps:1854 +frame:2.90e+06 wall_t:1564 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.5839 +2026-01-08 13:28:06 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:53.59 total_reward_ma:44.27 loss:-0.00109 fps:1855 +frame:2.91e+06 wall_t:1569 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.5832 +2026-01-08 13:28:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:54.59 total_reward_ma:44.50 loss:-0.00584 fps:1856 +frame:2.92e+06 wall_t:1573 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.5672 +2026-01-08 13:28:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:55.88 total_reward_ma:44.74 loss:-0.002689 fps:1857 +frame:2.93e+06 wall_t:1578 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.5619 +2026-01-08 13:28:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:56.62 total_reward_ma:44.99 loss:0.002222 fps:1857 +frame:2.94e+06 wall_t:1583 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.5783 +2026-01-08 13:28:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:55.54 total_reward_ma:45.22 loss:0.0003709 fps:1858 +frame:2.95e+06 wall_t:1588 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.6071 +2026-01-08 13:28:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:55.40 total_reward_ma:45.45 loss:-0.001718 fps:1858 +frame:2.96e+06 wall_t:1593 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.5224 +2026-01-08 13:28:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:54.75 total_reward_ma:45.68 loss:-0.001834 fps:1860 +frame:2.97e+06 wall_t:1597 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.5895 +2026-01-08 13:28:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:54.66 total_reward_ma:45.91 loss:0.0006568 fps:1860 +frame:2.98e+06 wall_t:1602 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.585 +2026-01-08 13:28:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:56.72 total_reward_ma:46.15 loss:-0.004833 fps:1862 +frame:2.99e+06 wall_t:1606 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.5822 +2026-01-08 13:28:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:56.57 total_reward_ma:46.37 loss:-0.002605 fps:1862 +frame:3.00e+06 wall_t:1611 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.5345 +2026-01-08 13:28:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:57.74 total_reward_ma:46.60 loss:-0.004972 fps:1861 +frame:3.01e+06 wall_t:1617 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.5673 +2026-01-08 13:28:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:57.39 total_reward_ma:46.83 loss:-0.005223 fps:1863 +frame:3.02e+06 wall_t:1621 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.5754 +2026-01-08 13:29:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:57.19 total_reward_ma:47.06 loss:-0.00796 fps:1862 +frame:3.03e+06 wall_t:1627 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.5982 +2026-01-08 13:29:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:57.18 total_reward_ma:47.30 loss:-0.004445 fps:1863 +frame:3.04e+06 wall_t:1632 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.5645 +2026-01-08 13:29:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:57.55 total_reward_ma:47.53 loss:-0.002037 fps:1864 +frame:3.05e+06 wall_t:1636 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.5816 +2026-01-08 13:29:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:58.07 total_reward_ma:47.76 loss:-0.006417 fps:1865 +frame:3.06e+06 wall_t:1641 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.6091 +2026-01-08 13:29:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:59.02 total_reward_ma:48.00 loss:-0.007919 fps:1865 +frame:3.07e+06 wall_t:1646 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.5736 +2026-01-08 13:29:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:61.17 total_reward_ma:48.26 loss:-0.003231 fps:1867 +frame:3.08e+06 wall_t:1650 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.6135 +2026-01-08 13:29:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:61.99 total_reward_ma:48.55 loss:0.0001759 fps:1868 +frame:3.09e+06 wall_t:1654 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.5576 +2026-01-08 13:29:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:63.74 total_reward_ma:48.85 loss:-0.005141 fps:1869 +frame:3.10e+06 wall_t:1659 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.5811 +2026-01-08 13:29:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:66.82 total_reward_ma:49.18 loss:-0.005408 fps:1869 +frame:3.11e+06 wall_t:1664 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.583 +2026-01-08 13:29:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:66.66 total_reward_ma:49.50 loss:-0.004214 fps:1869 +frame:3.12e+06 wall_t:1669 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.561 +2026-01-08 13:29:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:67.96 total_reward_ma:49.83 loss:-0.002598 fps:1871 +frame:3.13e+06 wall_t:1673 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.5692 +2026-01-08 13:29:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:68.15 total_reward_ma:50.16 loss:-0.007422 fps:1871 +frame:3.14e+06 wall_t:1678 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.6005 +2026-01-08 13:30:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:67.23 total_reward_ma:50.48 loss:0.00223 fps:1872 +frame:3.15e+06 wall_t:1683 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.6285 +2026-01-08 13:30:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:68.25 total_reward_ma:50.80 loss:-0.0005387 fps:1873 +frame:3.16e+06 wall_t:1687 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.5814 +2026-01-08 13:30:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:68.87 total_reward_ma:51.13 loss:-0.004826 fps:1874 +frame:3.17e+06 wall_t:1692 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.515 +2026-01-08 13:30:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:69.67 total_reward_ma:51.46 loss:0.001857 fps:1874 +frame:3.18e+06 wall_t:1697 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.579 +2026-01-08 13:30:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:69.27 total_reward_ma:51.77 loss:0.002819 fps:1874 +frame:3.19e+06 wall_t:1702 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.5565 +2026-01-08 13:30:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:69.45 total_reward_ma:52.09 loss:-0.002521 fps:1876 +frame:3.20e+06 wall_t:1706 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.5657 +2026-01-08 13:30:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:69.73 total_reward_ma:52.40 loss:-0.006477 fps:1876 +frame:3.21e+06 wall_t:1711 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.6329 +2026-01-08 13:30:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:71.80 total_reward_ma:52.73 loss:-0.0007655 fps:1876 +frame:3.22e+06 wall_t:1716 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.6044 +2026-01-08 13:30:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:71.96 total_reward_ma:53.06 loss:-0.004851 fps:1877 +frame:3.23e+06 wall_t:1721 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.5902 +2026-01-08 13:30:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:72.09 total_reward_ma:53.39 loss:-0.002996 fps:1877 +frame:3.24e+06 wall_t:1726 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.6403 +2026-01-08 13:30:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:72.86 total_reward_ma:53.72 loss:-0.0008191 fps:1879 +frame:3.25e+06 wall_t:1730 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.6089 +2026-01-08 13:30:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:72.81 total_reward_ma:54.04 loss:0.002493 fps:1879 +frame:3.26e+06 wall_t:1735 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.5595 +2026-01-08 13:30:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:72.57 total_reward_ma:54.34 loss:-0.01092 fps:1878 +frame:3.27e+06 wall_t:1741 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.5924 +2026-01-08 13:31:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:75.43 total_reward_ma:54.67 loss:0.0152 fps:1879 +frame:3.28e+06 wall_t:1746 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.5499 +2026-01-08 13:31:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:75.12 total_reward_ma:54.99 loss:-0.004619 fps:1879 +frame:3.29e+06 wall_t:1751 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.5994 +2026-01-08 13:31:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:75.11 total_reward_ma:55.31 loss:-0.0004132 fps:1879 +frame:3.30e+06 wall_t:1756 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.5708 +2026-01-08 13:31:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:77.19 total_reward_ma:55.65 loss:0.01255 fps:1880 +frame:3.31e+06 wall_t:1761 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.5615 +2026-01-08 13:31:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:78.35 total_reward_ma:55.99 loss:-0.007118 fps:1880 +frame:3.32e+06 wall_t:1766 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.5885 +2026-01-08 13:31:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:79.57 total_reward_ma:56.35 loss:0.001582 fps:1881 +frame:3.33e+06 wall_t:1770 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.5717 +2026-01-08 13:31:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:79.18 total_reward_ma:56.69 loss:-8.693e-05 fps:1883 +frame:3.34e+06 wall_t:1774 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.5728 +2026-01-08 13:31:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:76.58 total_reward_ma:57.01 loss:-0.004012 fps:1883 +frame:3.35e+06 wall_t:1779 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.5347 +2026-01-08 13:31:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:73.67 total_reward_ma:57.30 loss:0.002484 fps:1883 +frame:3.36e+06 wall_t:1784 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.6253 +2026-01-08 13:31:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:73.99 total_reward_ma:57.60 loss:-0.008421 fps:1884 +frame:3.37e+06 wall_t:1789 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.5979 +2026-01-08 13:31:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:74.62 total_reward_ma:57.91 loss:-0.002382 fps:1884 +frame:3.38e+06 wall_t:1794 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.6486 +2026-01-08 13:31:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:73.91 total_reward_ma:58.21 loss:-0.003418 fps:1885 +frame:3.39e+06 wall_t:1798 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.5881 +2026-01-08 13:32:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:74.73 total_reward_ma:58.51 loss:-0.001048 fps:1886 +frame:3.40e+06 wall_t:1803 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.6457 +2026-01-08 13:32:06 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:76.34 total_reward_ma:58.82 loss:0.00294 fps:1886 +frame:3.41e+06 wall_t:1808 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.6578 +2026-01-08 13:32:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:76.31 total_reward_ma:59.12 loss:-0.004671 fps:1886 +frame:3.42e+06 wall_t:1813 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.6108 +2026-01-08 13:32:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:77.42 total_reward_ma:59.44 loss:-0.005128 fps:1888 +frame:3.43e+06 wall_t:1817 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.6405 +2026-01-08 13:32:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:76.32 total_reward_ma:59.73 loss:-0.0002876 fps:1887 +frame:3.44e+06 wall_t:1823 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.6347 +2026-01-08 13:32:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:73.62 total_reward_ma:60.00 loss:-0.004584 fps:1887 +frame:3.45e+06 wall_t:1828 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.6591 +2026-01-08 13:32:30 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:74.41 total_reward_ma:60.26 loss:-0.007671 fps:1889 +frame:3.46e+06 wall_t:1832 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.6363 +2026-01-08 13:32:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:76.65 total_reward_ma:60.54 loss:0.0006109 fps:1889 +frame:3.47e+06 wall_t:1837 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.6169 +2026-01-08 13:32:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:77.05 total_reward_ma:60.84 loss:-0.0002151 fps:1889 +frame:3.48e+06 wall_t:1842 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.6169 +2026-01-08 13:32:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:77.91 total_reward_ma:61.15 loss:0.001565 fps:1891 +frame:3.49e+06 wall_t:1846 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.6677 +2026-01-08 13:32:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:77.81 total_reward_ma:61.47 loss:-0.006062 fps:1892 +frame:3.50e+06 wall_t:1850 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.6503 +2026-01-08 13:32:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:77.65 total_reward_ma:61.78 loss:-0.008237 fps:1892 +frame:3.51e+06 wall_t:1855 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.6323 +2026-01-08 13:32:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:77.00 total_reward_ma:62.08 loss:-0.00492 fps:1892 +frame:3.52e+06 wall_t:1860 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.5428 +2026-01-08 13:33:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:79.10 total_reward_ma:62.39 loss:0.01924 fps:1893 +frame:3.53e+06 wall_t:1865 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.6182 +2026-01-08 13:33:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:77.51 total_reward_ma:62.68 loss:0.002506 fps:1893 +frame:3.54e+06 wall_t:1870 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.6437 +2026-01-08 13:33:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:81.29 total_reward_ma:63.02 loss:0.01688 fps:1894 +frame:3.55e+06 wall_t:1874 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.6469 +2026-01-08 13:33:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:82.26 total_reward_ma:63.37 loss:0.0003045 fps:1895 +frame:3.56e+06 wall_t:1879 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.6319 +2026-01-08 13:33:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:81.45 total_reward_ma:63.72 loss:0.0006015 fps:1895 +frame:3.57e+06 wall_t:1884 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.6258 +2026-01-08 13:33:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:83.43 total_reward_ma:64.08 loss:0.004666 fps:1896 +frame:3.58e+06 wall_t:1888 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.6339 +2026-01-08 13:33:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:83.20 total_reward_ma:64.43 loss:0.002625 fps:1896 +frame:3.59e+06 wall_t:1893 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.6852 +2026-01-08 13:33:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:83.20 total_reward_ma:64.76 loss:-0.006494 fps:1897 +frame:3.60e+06 wall_t:1898 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.6457 +2026-01-08 13:33:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:83.76 total_reward_ma:65.09 loss:0.001932 fps:1897 +frame:3.61e+06 wall_t:1903 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.6805 +2026-01-08 13:33:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:84.37 total_reward_ma:65.42 loss:-0.003663 fps:1897 +frame:3.62e+06 wall_t:1908 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.6123 +2026-01-08 13:33:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:86.83 total_reward_ma:65.78 loss:0.01122 fps:1899 +frame:3.63e+06 wall_t:1912 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.6466 +2026-01-08 13:33:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:90.80 total_reward_ma:66.17 loss:0.002847 fps:1899 +frame:3.64e+06 wall_t:1917 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.6875 +2026-01-08 13:34:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:92.14 total_reward_ma:66.58 loss:0.00184 fps:1899 +frame:3.65e+06 wall_t:1922 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.6759 +2026-01-08 13:34:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:91.48 total_reward_ma:66.98 loss:-0.0004329 fps:1900 +frame:3.66e+06 wall_t:1926 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.6186 +2026-01-08 13:34:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:90.14 total_reward_ma:67.36 loss:0.004619 fps:1902 +frame:3.67e+06 wall_t:1930 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.6518 +2026-01-08 13:34:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:86.63 total_reward_ma:67.69 loss:-0.00626 fps:1902 +frame:3.68e+06 wall_t:1935 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.6421 +2026-01-08 13:34:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:83.29 total_reward_ma:67.99 loss:0.01107 fps:1902 +frame:3.69e+06 wall_t:1940 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.7166 +2026-01-08 13:34:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:86.03 total_reward_ma:68.30 loss:-0.0006639 fps:1901 +frame:3.70e+06 wall_t:1946 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.6497 +2026-01-08 13:34:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:85.18 total_reward_ma:68.61 loss:-0.003853 fps:1902 +frame:3.71e+06 wall_t:1951 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.6207 +2026-01-08 13:34:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:84.53 total_reward_ma:68.92 loss:-0.00298 fps:1902 +frame:3.72e+06 wall_t:1956 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.5963 +2026-01-08 13:34:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:86.68 total_reward_ma:69.25 loss:0.006173 fps:1902 +frame:3.73e+06 wall_t:1961 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.6391 +2026-01-08 13:34:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:87.52 total_reward_ma:69.59 loss:-0.003862 fps:1902 +frame:3.74e+06 wall_t:1966 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.6109 +2026-01-08 13:34:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:86.39 total_reward_ma:69.90 loss:0.005419 fps:1904 +frame:3.75e+06 wall_t:1970 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.6427 +2026-01-08 13:34:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:84.28 total_reward_ma:70.20 loss:-0.005574 fps:1905 +frame:3.76e+06 wall_t:1974 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.6459 +2026-01-08 13:34:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:79.31 total_reward_ma:70.43 loss:-0.005781 fps:1905 +frame:3.77e+06 wall_t:1979 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.6206 +2026-01-08 13:35:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:79.28 total_reward_ma:70.68 loss:0.005846 fps:1905 +frame:3.78e+06 wall_t:1984 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.6358 +2026-01-08 13:35:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:81.36 total_reward_ma:70.94 loss:0.001568 fps:1905 +frame:3.79e+06 wall_t:1989 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.648 +2026-01-08 13:35:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:84.04 total_reward_ma:71.24 loss:0.0003389 fps:1907 +frame:3.80e+06 wall_t:1993 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.5712 +2026-01-08 13:35:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:84.33 total_reward_ma:71.56 loss:-0.006324 fps:1907 +frame:3.81e+06 wall_t:1998 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.6175 +2026-01-08 13:35:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:86.07 total_reward_ma:71.89 loss:-0.005527 fps:1907 +frame:3.82e+06 wall_t:2003 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.5859 +2026-01-08 13:35:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:89.23 total_reward_ma:72.26 loss:0.0007225 fps:1907 +frame:3.83e+06 wall_t:2008 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.6018 +2026-01-08 13:35:30 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:88.96 total_reward_ma:72.63 loss:-0.006838 fps:1909 +frame:3.84e+06 wall_t:2012 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.6083 +2026-01-08 13:35:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:87.71 total_reward_ma:72.98 loss:-0.002222 fps:1909 +frame:3.85e+06 wall_t:2017 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.5561 +2026-01-08 13:35:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:92.59 total_reward_ma:73.37 loss:0.0007827 fps:1909 +frame:3.86e+06 wall_t:2022 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.6085 +2026-01-08 13:35:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:95.89 total_reward_ma:73.82 loss:0.008793 fps:1909 +frame:3.87e+06 wall_t:2027 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.6277 +2026-01-08 13:35:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:96.51 total_reward_ma:74.28 loss:-0.0001928 fps:1909 +frame:3.88e+06 wall_t:2032 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.6096 +2026-01-08 13:35:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:101.08 total_reward_ma:74.78 loss:0.02274 fps:1911 +frame:3.89e+06 wall_t:2036 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.5886 +2026-01-08 13:35:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:104.78 total_reward_ma:75.30 loss:0.005754 fps:1911 +frame:3.90e+06 wall_t:2041 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.6335 +2026-01-08 13:36:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:102.92 total_reward_ma:75.79 loss:0.00351 fps:1911 +frame:3.91e+06 wall_t:2046 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.6448 +2026-01-08 13:36:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:105.16 total_reward_ma:76.30 loss:0.002398 fps:1912 +frame:3.92e+06 wall_t:2050 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.6581 +2026-01-08 13:36:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:103.43 total_reward_ma:76.78 loss:-0.001421 fps:1912 +frame:3.93e+06 wall_t:2055 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.6337 +2026-01-08 13:36:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:102.87 total_reward_ma:77.24 loss:0.0005527 fps:1914 +frame:3.94e+06 wall_t:2059 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.6152 +2026-01-08 13:36:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:102.57 total_reward_ma:77.71 loss:-0.006686 fps:1914 +frame:3.95e+06 wall_t:2064 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.6008 +2026-01-08 13:36:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:100.80 total_reward_ma:78.16 loss:0.009571 fps:1915 +frame:3.96e+06 wall_t:2068 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.6461 +2026-01-08 13:36:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:103.88 total_reward_ma:78.65 loss:0.005724 fps:1915 +frame:3.97e+06 wall_t:2073 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.6182 +2026-01-08 13:36:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:107.55 total_reward_ma:79.18 loss:0.0007646 fps:1915 +frame:3.98e+06 wall_t:2078 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.6678 +2026-01-08 13:36:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:108.25 total_reward_ma:79.70 loss:-0.0009156 fps:1916 +frame:3.99e+06 wall_t:2083 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.636 +2026-01-08 13:36:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:103.62 total_reward_ma:80.17 loss:-0.003353 fps:1916 +frame:4.00e+06 wall_t:2088 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.6223 +2026-01-08 13:36:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:100.79 total_reward_ma:80.60 loss:-0.006407 fps:1917 +frame:4.01e+06 wall_t:2092 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.6631 +2026-01-08 13:36:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:98.57 total_reward_ma:81.01 loss:0.01026 fps:1917 +frame:4.02e+06 wall_t:2097 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.6386 +2026-01-08 13:36:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:94.99 total_reward_ma:81.39 loss:0.002041 fps:1918 +frame:4.03e+06 wall_t:2101 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.5819 +2026-01-08 13:37:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:97.96 total_reward_ma:81.80 loss:-0.0006195 fps:1918 +frame:4.04e+06 wall_t:2106 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.6526 +2026-01-08 13:37:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:100.23 total_reward_ma:82.22 loss:0.02642 fps:1919 +frame:4.05e+06 wall_t:2111 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.6544 +2026-01-08 13:37:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:103.51 total_reward_ma:82.68 loss:0.004785 fps:1919 +frame:4.06e+06 wall_t:2116 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.6476 +2026-01-08 13:37:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:105.56 total_reward_ma:83.14 loss:-0.007448 fps:1919 +frame:4.07e+06 wall_t:2121 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.6174 +2026-01-08 13:37:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:106.19 total_reward_ma:83.59 loss:-0.0004134 fps:1920 +frame:4.08e+06 wall_t:2125 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.6819 +2026-01-08 13:37:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:107.88 total_reward_ma:84.05 loss:-0.007463 fps:1920 +frame:4.09e+06 wall_t:2130 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.679 +2026-01-08 13:37:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:112.05 total_reward_ma:84.54 loss:0.02038 fps:1921 +frame:4.10e+06 wall_t:2134 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.6435 +2026-01-08 13:37:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:113.30 total_reward_ma:85.00 loss:0.005905 fps:1921 +frame:4.11e+06 wall_t:2139 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.6737 +2026-01-08 13:37:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:109.06 total_reward_ma:85.42 loss:0.004726 fps:1922 +frame:4.12e+06 wall_t:2144 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.6212 +2026-01-08 13:37:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:107.16 total_reward_ma:85.82 loss:0.004905 fps:1922 +frame:4.13e+06 wall_t:2149 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.6141 +2026-01-08 13:37:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:114.13 total_reward_ma:86.28 loss:0.009681 fps:1923 +frame:4.14e+06 wall_t:2153 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.6477 +2026-01-08 13:37:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:114.58 total_reward_ma:86.75 loss:0.01273 fps:1923 +frame:4.15e+06 wall_t:2158 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.7117 +2026-01-08 13:38:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:115.27 total_reward_ma:87.22 loss:0.003881 fps:1924 +frame:4.16e+06 wall_t:2162 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.6643 +2026-01-08 13:38:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:116.87 total_reward_ma:87.70 loss:0.001962 fps:1924 +frame:4.17e+06 wall_t:2167 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.7123 +2026-01-08 13:38:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:114.36 total_reward_ma:88.15 loss:-0.005034 fps:1924 +frame:4.18e+06 wall_t:2173 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.6818 +2026-01-08 13:38:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:113.67 total_reward_ma:88.59 loss:0.002301 fps:1925 +frame:4.19e+06 wall_t:2177 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.6912 +2026-01-08 13:38:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:108.52 total_reward_ma:88.98 loss:0.01339 fps:1925 +frame:4.20e+06 wall_t:2182 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.6292 +2026-01-08 13:38:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:109.05 total_reward_ma:89.37 loss:0.0004953 fps:1925 +frame:4.21e+06 wall_t:2187 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.6893 +2026-01-08 13:38:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:107.91 total_reward_ma:89.74 loss:0.00271 fps:1925 +frame:4.22e+06 wall_t:2192 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.6565 +2026-01-08 13:38:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:108.98 total_reward_ma:90.11 loss:0.009885 fps:1925 +frame:4.23e+06 wall_t:2197 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.6576 +2026-01-08 13:38:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:104.42 total_reward_ma:90.43 loss:0.005885 fps:1926 +frame:4.24e+06 wall_t:2201 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.6978 +2026-01-08 13:38:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:101.06 total_reward_ma:90.71 loss:0.002168 fps:1926 +frame:4.25e+06 wall_t:2207 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.7136 +2026-01-08 13:38:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:101.05 total_reward_ma:90.99 loss:0.00995 fps:1926 +frame:4.26e+06 wall_t:2212 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.734 +2026-01-08 13:38:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:102.72 total_reward_ma:91.29 loss:-0.003852 fps:1927 +frame:4.27e+06 wall_t:2216 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.6902 +2026-01-08 13:38:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:98.19 total_reward_ma:91.52 loss:0.01513 fps:1927 +frame:4.28e+06 wall_t:2221 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.7388 +2026-01-08 13:39:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:102.48 total_reward_ma:91.80 loss:0.009788 fps:1927 +frame:4.29e+06 wall_t:2226 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.7176 +2026-01-08 13:39:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:102.61 total_reward_ma:92.07 loss:0.006721 fps:1927 +frame:4.30e+06 wall_t:2231 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.6803 +2026-01-08 13:39:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:104.63 total_reward_ma:92.35 loss:0.0004549 fps:1928 +frame:4.31e+06 wall_t:2235 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.7521 +2026-01-08 13:39:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:106.00 total_reward_ma:92.62 loss:0.001961 fps:1929 +frame:4.32e+06 wall_t:2240 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.7305 +2026-01-08 13:39:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:107.19 total_reward_ma:92.90 loss:0.001126 fps:1930 +frame:4.33e+06 wall_t:2244 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.737 +2026-01-08 13:39:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:107.38 total_reward_ma:93.18 loss:0.003575 fps:1930 +frame:4.34e+06 wall_t:2249 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.7227 +2026-01-08 13:39:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:105.95 total_reward_ma:93.47 loss:0.006927 fps:1930 +frame:4.35e+06 wall_t:2254 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.7052 +2026-01-08 13:39:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:109.76 total_reward_ma:93.83 loss:0.009412 fps:1930 +frame:4.36e+06 wall_t:2259 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.6963 +2026-01-08 13:39:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:108.24 total_reward_ma:94.18 loss:0.03012 fps:1931 +frame:4.37e+06 wall_t:2263 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.6609 +2026-01-08 13:39:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:109.42 total_reward_ma:94.53 loss:0.001383 fps:1931 +frame:4.38e+06 wall_t:2268 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.6746 +2026-01-08 13:39:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:114.08 total_reward_ma:94.93 loss:0.002807 fps:1931 +frame:4.39e+06 wall_t:2273 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.6761 +2026-01-08 13:39:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:116.58 total_reward_ma:95.35 loss:0.01031 fps:1932 +frame:4.40e+06 wall_t:2277 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.6623 +2026-01-08 13:40:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:118.39 total_reward_ma:95.77 loss:-9.308e-06 fps:1933 +frame:4.41e+06 wall_t:2282 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.6802 +2026-01-08 13:40:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:118.36 total_reward_ma:96.19 loss:-0.0001762 fps:1933 +frame:4.42e+06 wall_t:2287 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.6861 +2026-01-08 13:40:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:114.18 total_reward_ma:96.55 loss:0.01729 fps:1934 +frame:4.43e+06 wall_t:2291 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.5923 +2026-01-08 13:40:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:116.32 total_reward_ma:96.95 loss:0.0009642 fps:1934 +frame:4.44e+06 wall_t:2296 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.7324 +2026-01-08 13:40:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:110.00 total_reward_ma:97.32 loss:0.006402 fps:1934 +frame:4.45e+06 wall_t:2301 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.6763 +2026-01-08 13:40:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:112.41 total_reward_ma:97.70 loss:0.01523 fps:1935 +frame:4.46e+06 wall_t:2305 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.7045 +2026-01-08 13:40:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:115.63 total_reward_ma:98.09 loss:0.004206 fps:1935 +frame:4.47e+06 wall_t:2310 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.7477 +2026-01-08 13:40:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:113.01 total_reward_ma:98.45 loss:0.001376 fps:1935 +frame:4.48e+06 wall_t:2315 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.7236 +2026-01-08 13:40:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:114.81 total_reward_ma:98.82 loss:0.00295 fps:1935 +frame:4.49e+06 wall_t:2320 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.6866 +2026-01-08 13:40:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:116.60 total_reward_ma:99.20 loss:0.009116 fps:1935 +frame:4.50e+06 wall_t:2325 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.64 +2026-01-08 13:40:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:119.28 total_reward_ma:99.62 loss:0.01352 fps:1936 +frame:4.51e+06 wall_t:2330 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.7209 +2026-01-08 13:40:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:120.70 total_reward_ma:100.06 loss:0.01277 fps:1936 +frame:4.52e+06 wall_t:2335 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.6988 +2026-01-08 13:40:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:120.30 total_reward_ma:100.47 loss:0.01175 fps:1937 +frame:4.53e+06 wall_t:2339 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.704 +2026-01-08 13:41:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:116.95 total_reward_ma:100.86 loss:0.008051 fps:1938 +frame:4.54e+06 wall_t:2343 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.6539 +2026-01-08 13:41:06 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:115.10 total_reward_ma:101.20 loss:0.012 fps:1938 +frame:4.55e+06 wall_t:2348 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.6791 +2026-01-08 13:41:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:119.26 total_reward_ma:101.57 loss:0.01715 fps:1938 +frame:4.56e+06 wall_t:2353 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.6718 +2026-01-08 13:41:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:122.06 total_reward_ma:101.98 loss:0.004616 fps:1938 +frame:4.57e+06 wall_t:2358 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.7315 +2026-01-08 13:41:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:117.14 total_reward_ma:102.31 loss:0.003001 fps:1939 +frame:4.58e+06 wall_t:2362 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.6756 +2026-01-08 13:41:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:117.74 total_reward_ma:102.66 loss:0.02066 fps:1939 +frame:4.59e+06 wall_t:2367 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.6383 +2026-01-08 13:41:30 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:115.44 total_reward_ma:102.98 loss:-0.006583 fps:1939 +frame:4.60e+06 wall_t:2372 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.7251 +2026-01-08 13:41:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:120.26 total_reward_ma:103.35 loss:0.0007256 fps:1939 +frame:4.61e+06 wall_t:2377 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.7134 +2026-01-08 13:41:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:123.11 total_reward_ma:103.74 loss:0.002387 fps:1940 +frame:4.62e+06 wall_t:2382 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.6346 +2026-01-08 13:41:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:126.92 total_reward_ma:104.14 loss:0.0004255 fps:1940 +frame:4.63e+06 wall_t:2387 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.6309 +2026-01-08 13:41:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:128.25 total_reward_ma:104.51 loss:0.01893 fps:1940 +frame:4.64e+06 wall_t:2392 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.635 +2026-01-08 13:41:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:128.99 total_reward_ma:104.88 loss:0.01624 fps:1940 +frame:4.65e+06 wall_t:2397 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.6961 +2026-01-08 13:41:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:130.68 total_reward_ma:105.27 loss:0.01231 fps:1941 +frame:4.66e+06 wall_t:2401 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.6792 +2026-01-08 13:42:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:126.27 total_reward_ma:105.63 loss:0.004596 fps:1941 +frame:4.67e+06 wall_t:2406 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.7078 +2026-01-08 13:42:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:127.04 total_reward_ma:106.04 loss:-0.008252 fps:1942 +frame:4.68e+06 wall_t:2410 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.725 +2026-01-08 13:42:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:129.82 total_reward_ma:106.50 loss:0.0148 fps:1941 +frame:4.69e+06 wall_t:2416 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.6563 +2026-01-08 13:42:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:131.09 total_reward_ma:106.95 loss:0.01023 fps:1942 +frame:4.70e+06 wall_t:2420 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.7066 +2026-01-08 13:42:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:131.06 total_reward_ma:107.41 loss:-0.003 fps:1942 +frame:4.71e+06 wall_t:2425 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.6968 +2026-01-08 13:42:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:129.34 total_reward_ma:107.86 loss:0.009842 fps:1942 +frame:4.72e+06 wall_t:2430 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.6707 +2026-01-08 13:42:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:137.58 total_reward_ma:108.37 loss:0.009678 fps:1943 +frame:4.73e+06 wall_t:2434 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.6772 +2026-01-08 13:42:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:143.61 total_reward_ma:108.93 loss:0.02359 fps:1943 +frame:4.74e+06 wall_t:2439 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.7291 +2026-01-08 13:42:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:145.08 total_reward_ma:109.52 loss:0.01075 fps:1944 +frame:4.75e+06 wall_t:2444 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.6893 +2026-01-08 13:42:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:148.00 total_reward_ma:110.15 loss:0.009319 fps:1944 +frame:4.76e+06 wall_t:2449 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.6921 +2026-01-08 13:42:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:150.10 total_reward_ma:110.86 loss:0.02281 fps:1944 +frame:4.77e+06 wall_t:2454 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.7298 +2026-01-08 13:42:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:149.60 total_reward_ma:111.56 loss:0.009976 fps:1945 +frame:4.78e+06 wall_t:2458 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.7252 +2026-01-08 13:43:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:149.66 total_reward_ma:112.25 loss:0.006385 fps:1946 +frame:4.79e+06 wall_t:2462 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.7076 +2026-01-08 13:43:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:149.58 total_reward_ma:112.90 loss:0.01421 fps:1946 +frame:4.80e+06 wall_t:2467 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.6632 +2026-01-08 13:43:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:154.80 total_reward_ma:113.61 loss:0.02991 fps:1946 +frame:4.81e+06 wall_t:2472 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.6239 +2026-01-08 13:43:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:154.98 total_reward_ma:114.30 loss:0.02726 fps:1945 +frame:4.82e+06 wall_t:2478 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.6928 +2026-01-08 13:43:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:157.83 total_reward_ma:114.98 loss:0.0153 fps:1946 +frame:4.83e+06 wall_t:2482 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.6672 +2026-01-08 13:43:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:154.09 total_reward_ma:115.63 loss:0.01697 fps:1946 +frame:4.84e+06 wall_t:2487 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.6055 +2026-01-08 13:43:30 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:157.54 total_reward_ma:116.33 loss:0.008535 fps:1946 +frame:4.85e+06 wall_t:2492 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.6305 +2026-01-08 13:43:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:161.47 total_reward_ma:117.02 loss:0.002396 fps:1946 +frame:4.86e+06 wall_t:2497 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.7036 +2026-01-08 13:43:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:165.04 total_reward_ma:117.71 loss:0.02084 fps:1947 +frame:4.87e+06 wall_t:2501 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.6331 +2026-01-08 13:43:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:172.34 total_reward_ma:118.47 loss:0.03896 fps:1947 +frame:4.88e+06 wall_t:2506 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.6841 +2026-01-08 13:43:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:171.81 total_reward_ma:119.18 loss:-0.005044 fps:1947 +frame:4.89e+06 wall_t:2511 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.6978 +2026-01-08 13:43:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:170.06 total_reward_ma:119.83 loss:0.01329 fps:1948 +frame:4.90e+06 wall_t:2516 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.6919 +2026-01-08 13:43:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:169.70 total_reward_ma:120.50 loss:0.005827 fps:1948 +frame:4.91e+06 wall_t:2521 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.6688 +2026-01-08 13:44:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:167.84 total_reward_ma:121.13 loss:0.03156 fps:1948 +frame:4.92e+06 wall_t:2526 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.6778 +2026-01-08 13:44:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:167.94 total_reward_ma:121.77 loss:0.01006 fps:1948 +frame:4.93e+06 wall_t:2531 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.5977 +2026-01-08 13:44:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:168.13 total_reward_ma:122.42 loss:0.03606 fps:1949 +frame:4.94e+06 wall_t:2535 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.7007 +2026-01-08 13:44:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:174.25 total_reward_ma:123.14 loss:0.01037 fps:1949 +frame:4.95e+06 wall_t:2540 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.7164 +2026-01-08 13:44:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:170.18 total_reward_ma:123.83 loss:-0.003205 fps:1949 +frame:4.96e+06 wall_t:2545 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.7004 +2026-01-08 13:44:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:167.18 total_reward_ma:124.47 loss:0.01677 fps:1949 +frame:4.97e+06 wall_t:2550 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.6334 +2026-01-08 13:44:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:172.48 total_reward_ma:125.12 loss:0.01215 fps:1950 +frame:4.98e+06 wall_t:2554 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.6909 +2026-01-08 13:44:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:169.60 total_reward_ma:125.73 loss:0.04265 fps:1950 +frame:4.99e+06 wall_t:2559 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.6601 +2026-01-08 13:44:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:175.14 total_reward_ma:126.44 loss:0.01115 fps:1950 +frame:5.00e+06 wall_t:2564 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.6641 +2026-01-08 13:44:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:178.16 total_reward_ma:127.22 loss:0.0009629 fps:1951 +frame:5.01e+06 wall_t:2568 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.6275 +2026-01-08 13:44:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:178.00 total_reward_ma:128.01 loss:0.02729 fps:1951 +frame:5.02e+06 wall_t:2573 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.6878 +2026-01-08 13:44:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:175.89 total_reward_ma:128.82 loss:0.02082 fps:1950 +frame:5.03e+06 wall_t:2579 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.6668 +2026-01-08 13:45:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:176.02 total_reward_ma:129.60 loss:0.00777 fps:1950 +frame:5.04e+06 wall_t:2584 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.6396 +2026-01-08 13:45:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:174.76 total_reward_ma:130.35 loss:0.02156 fps:1951 +frame:5.05e+06 wall_t:2589 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.5825 +2026-01-08 13:45:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:178.23 total_reward_ma:131.09 loss:0.02102 fps:1951 +frame:5.06e+06 wall_t:2594 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.6578 +2026-01-08 13:45:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:175.88 total_reward_ma:131.80 loss:0.01815 fps:1951 +frame:5.07e+06 wall_t:2599 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.7079 +2026-01-08 13:45:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:175.71 total_reward_ma:132.49 loss:0.007994 fps:1950 +frame:5.08e+06 wall_t:2605 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.6624 +2026-01-08 13:45:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:174.26 total_reward_ma:133.16 loss:0.01556 fps:1951 +frame:5.09e+06 wall_t:2609 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.5977 +2026-01-08 13:45:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:176.32 total_reward_ma:133.80 loss:0.01985 fps:1951 +frame:5.10e+06 wall_t:2614 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.6721 +2026-01-08 13:45:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:172.97 total_reward_ma:134.40 loss:0.03301 fps:1951 +frame:5.11e+06 wall_t:2619 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.6654 +2026-01-08 13:45:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:172.10 total_reward_ma:135.03 loss:0.001981 fps:1951 +frame:5.12e+06 wall_t:2624 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.6027 +2026-01-08 13:45:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:174.35 total_reward_ma:135.70 loss:0.01283 fps:1952 +frame:5.13e+06 wall_t:2628 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.6085 +2026-01-08 13:45:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:171.14 total_reward_ma:136.27 loss:0.01845 fps:1952 +frame:5.14e+06 wall_t:2633 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.6399 +2026-01-08 13:45:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:167.65 total_reward_ma:136.80 loss:-0.004389 fps:1953 +frame:5.15e+06 wall_t:2637 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.6181 +2026-01-08 13:46:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:165.16 total_reward_ma:137.30 loss:0.01218 fps:1953 +frame:5.16e+06 wall_t:2642 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.6616 +2026-01-08 13:46:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:171.06 total_reward_ma:137.84 loss:0.01098 fps:1953 +frame:5.17e+06 wall_t:2647 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.6275 +2026-01-08 13:46:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:165.89 total_reward_ma:138.36 loss:0.01148 fps:1953 +frame:5.18e+06 wall_t:2652 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.6343 +2026-01-08 13:46:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:165.30 total_reward_ma:138.87 loss:0.01099 fps:1953 +frame:5.19e+06 wall_t:2657 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.6009 +2026-01-08 13:46:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:167.50 total_reward_ma:139.46 loss:0.02856 fps:1954 +frame:5.20e+06 wall_t:2661 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.6217 +2026-01-08 13:46:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:165.52 total_reward_ma:140.03 loss:-0.0007581 fps:1954 +frame:5.21e+06 wall_t:2666 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.6131 +2026-01-08 13:46:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:163.94 total_reward_ma:140.59 loss:0.0187 fps:1954 +frame:5.22e+06 wall_t:2671 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.6142 +2026-01-08 13:46:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:161.68 total_reward_ma:141.11 loss:0.005677 fps:1955 +frame:5.23e+06 wall_t:2675 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.6261 +2026-01-08 13:46:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:162.83 total_reward_ma:141.70 loss:0.002207 fps:1955 +frame:5.24e+06 wall_t:2680 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.6144 +2026-01-08 13:46:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:167.39 total_reward_ma:142.36 loss:0.002484 fps:1955 +frame:5.25e+06 wall_t:2685 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.5576 +2026-01-08 13:46:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:175.48 total_reward_ma:143.11 loss:0.01837 fps:1955 +frame:5.26e+06 wall_t:2690 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.6594 +2026-01-08 13:46:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:168.53 total_reward_ma:143.76 loss:-0.006984 fps:1955 +frame:5.27e+06 wall_t:2695 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.7203 +2026-01-08 13:46:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:166.27 total_reward_ma:144.44 loss:0.004557 fps:1956 +frame:5.28e+06 wall_t:2700 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.6859 +2026-01-08 13:47:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:163.35 total_reward_ma:145.05 loss:-0.00608 fps:1956 +frame:5.29e+06 wall_t:2705 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.6631 +2026-01-08 13:47:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:166.03 total_reward_ma:145.69 loss:0.04414 fps:1956 +frame:5.30e+06 wall_t:2709 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.573 +2026-01-08 13:47:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:168.15 total_reward_ma:146.32 loss:0.007275 fps:1957 +frame:5.31e+06 wall_t:2714 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.6274 +2026-01-08 13:47:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:171.33 total_reward_ma:146.98 loss:0.002404 fps:1957 +frame:5.32e+06 wall_t:2719 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.6649 +2026-01-08 13:47:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:169.28 total_reward_ma:147.60 loss:0.0001543 fps:1957 +frame:5.33e+06 wall_t:2724 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.6771 +2026-01-08 13:47:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:169.13 total_reward_ma:148.21 loss:0.03558 fps:1957 +frame:5.34e+06 wall_t:2729 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.686 +2026-01-08 13:47:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:166.82 total_reward_ma:148.82 loss:0.008716 fps:1957 +frame:5.35e+06 wall_t:2734 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.6568 +2026-01-08 13:47:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:166.27 total_reward_ma:149.39 loss:-0.003944 fps:1957 +frame:5.36e+06 wall_t:2739 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.7731 +2026-01-08 13:47:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:159.03 total_reward_ma:149.90 loss:0.007501 fps:1958 +frame:5.37e+06 wall_t:2743 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7205 +2026-01-08 13:47:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:159.44 total_reward_ma:150.40 loss:0.003939 fps:1958 +frame:5.38e+06 wall_t:2748 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.7887 +2026-01-08 13:47:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:152.17 total_reward_ma:150.78 loss:0.009197 fps:1959 +frame:5.39e+06 wall_t:2752 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.6976 +2026-01-08 13:47:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:157.26 total_reward_ma:151.18 loss:0.003085 fps:1959 +frame:5.40e+06 wall_t:2757 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.6786 +2026-01-08 13:47:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:149.74 total_reward_ma:151.50 loss:-0.001198 fps:1959 +frame:5.41e+06 wall_t:2762 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.7556 +2026-01-08 13:48:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:148.16 total_reward_ma:151.80 loss:0.01062 fps:1960 +frame:5.42e+06 wall_t:2766 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.7107 +2026-01-08 13:48:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:142.18 total_reward_ma:152.08 loss:0.02436 fps:1960 +frame:5.43e+06 wall_t:2771 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.7027 +2026-01-08 13:48:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:145.73 total_reward_ma:152.37 loss:-0.003479 fps:1960 +frame:5.44e+06 wall_t:2776 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.7089 +2026-01-08 13:48:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:144.58 total_reward_ma:152.72 loss:-0.0008809 fps:1960 +frame:5.45e+06 wall_t:2780 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.7381 +2026-01-08 13:48:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:144.58 total_reward_ma:153.04 loss:0.01566 fps:1961 +frame:5.46e+06 wall_t:2784 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.6909 +2026-01-08 13:48:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:143.90 total_reward_ma:153.32 loss:0.006592 fps:1961 +frame:5.47e+06 wall_t:2789 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.6583 +2026-01-08 13:48:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:144.49 total_reward_ma:153.63 loss:0.0124 fps:1961 +frame:5.48e+06 wall_t:2794 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.6106 +2026-01-08 13:48:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:143.35 total_reward_ma:153.92 loss:0.0192 fps:1961 +frame:5.49e+06 wall_t:2799 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.5519 +2026-01-08 13:48:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:141.42 total_reward_ma:154.17 loss:-0.002801 fps:1961 +frame:5.50e+06 wall_t:2804 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.6198 +2026-01-08 13:48:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:142.97 total_reward_ma:154.40 loss:0.01153 fps:1962 +frame:5.51e+06 wall_t:2808 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.6715 +2026-01-08 13:48:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:142.58 total_reward_ma:154.62 loss:0.004028 fps:1962 +frame:5.52e+06 wall_t:2813 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.6691 +2026-01-08 13:48:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:140.37 total_reward_ma:154.82 loss:0.01807 fps:1963 +frame:5.53e+06 wall_t:2817 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.7172 +2026-01-08 13:49:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:142.58 total_reward_ma:155.08 loss:0.002344 fps:1963 +frame:5.54e+06 wall_t:2822 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.5602 +2026-01-08 13:49:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:144.68 total_reward_ma:155.38 loss:0.007483 fps:1963 +frame:5.55e+06 wall_t:2827 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.6584 +2026-01-08 13:49:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:143.39 total_reward_ma:155.62 loss:0.01016 fps:1963 +frame:5.56e+06 wall_t:2832 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.58 +2026-01-08 13:49:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:146.47 total_reward_ma:155.86 loss:-0.004527 fps:1963 +frame:5.57e+06 wall_t:2837 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.6288 +2026-01-08 13:49:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:147.80 total_reward_ma:156.17 loss:0.02153 fps:1963 +frame:5.58e+06 wall_t:2842 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.6034 +2026-01-08 13:49:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:152.26 total_reward_ma:156.51 loss:0.03348 fps:1964 +frame:5.59e+06 wall_t:2846 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.6 +2026-01-08 13:49:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:153.40 total_reward_ma:156.89 loss:0.009833 fps:1964 +frame:5.60e+06 wall_t:2851 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.6309 +2026-01-08 13:49:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:153.82 total_reward_ma:157.23 loss:0.03729 fps:1964 +frame:5.61e+06 wall_t:2856 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.6686 +2026-01-08 13:49:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:159.31 total_reward_ma:157.59 loss:0.004879 fps:1964 +frame:5.62e+06 wall_t:2861 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.7256 +2026-01-08 13:49:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:162.07 total_reward_ma:157.94 loss:0.05244 fps:1965 +frame:5.63e+06 wall_t:2865 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.6594 +2026-01-08 13:49:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:166.15 total_reward_ma:158.32 loss:0.01149 fps:1965 +frame:5.64e+06 wall_t:2870 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.7122 +2026-01-08 13:49:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:165.63 total_reward_ma:158.69 loss:0.01211 fps:1966 +frame:5.65e+06 wall_t:2874 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.6494 +2026-01-08 13:49:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:168.27 total_reward_ma:159.06 loss:-0.0004931 fps:1966 +frame:5.66e+06 wall_t:2879 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.6842 +2026-01-08 13:50:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:165.61 total_reward_ma:159.46 loss:-0.004816 fps:1965 +frame:5.67e+06 wall_t:2885 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.6655 +2026-01-08 13:50:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:167.41 total_reward_ma:159.86 loss:0.01663 fps:1965 +frame:5.68e+06 wall_t:2890 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.624 +2026-01-08 13:50:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:168.05 total_reward_ma:160.24 loss:-0.001202 fps:1965 +frame:5.69e+06 wall_t:2895 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.6729 +2026-01-08 13:50:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:176.39 total_reward_ma:160.70 loss:0.00646 fps:1966 +frame:5.70e+06 wall_t:2900 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.7122 +2026-01-08 13:50:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:174.15 total_reward_ma:161.13 loss:0.0241 fps:1966 +frame:5.71e+06 wall_t:2905 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.69 +2026-01-08 13:50:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:174.88 total_reward_ma:161.58 loss:0.02207 fps:1966 +frame:5.72e+06 wall_t:2910 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.6908 +2026-01-08 13:50:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:176.61 total_reward_ma:161.97 loss:0.01426 fps:1966 +frame:5.73e+06 wall_t:2915 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.7078 +2026-01-08 13:50:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:180.08 total_reward_ma:162.34 loss:0.02378 fps:1965 +frame:5.74e+06 wall_t:2921 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.6835 +2026-01-08 13:50:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:177.99 total_reward_ma:162.67 loss:0.01295 fps:1965 +frame:5.75e+06 wall_t:2926 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.7306 +2026-01-08 13:50:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:171.55 total_reward_ma:162.90 loss:0.001909 fps:1965 +frame:5.76e+06 wall_t:2931 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.7205 +2026-01-08 13:50:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:174.06 total_reward_ma:163.14 loss:0.01594 fps:1966 +frame:5.77e+06 wall_t:2935 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.716 +2026-01-08 13:50:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:171.32 total_reward_ma:163.36 loss:-0.002072 fps:1966 +frame:5.78e+06 wall_t:2940 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.6858 +2026-01-08 13:51:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:167.67 total_reward_ma:163.54 loss:0.02378 fps:1966 +frame:5.79e+06 wall_t:2945 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.669 +2026-01-08 13:51:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:168.37 total_reward_ma:163.73 loss:0.02127 fps:1965 +frame:5.80e+06 wall_t:2951 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.6301 +2026-01-08 13:51:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:175.40 total_reward_ma:163.93 loss:-0.003793 fps:1966 +frame:5.81e+06 wall_t:2955 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.6814 +2026-01-08 13:51:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:179.29 total_reward_ma:164.18 loss:0.008303 fps:1967 +frame:5.82e+06 wall_t:2959 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.6863 +2026-01-08 13:51:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:184.41 total_reward_ma:164.44 loss:0.009881 fps:1967 +frame:5.83e+06 wall_t:2964 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.7031 +2026-01-08 13:51:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:185.48 total_reward_ma:164.76 loss:0.01809 fps:1967 +frame:5.84e+06 wall_t:2969 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.6507 +2026-01-08 13:51:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:185.71 total_reward_ma:165.04 loss:0.03337 fps:1967 +frame:5.85e+06 wall_t:2974 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.5714 +2026-01-08 13:51:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:185.43 total_reward_ma:165.28 loss:0.01947 fps:1967 +frame:5.86e+06 wall_t:2979 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.6149 +2026-01-08 13:51:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:186.54 total_reward_ma:165.49 loss:0.01175 fps:1967 +frame:5.87e+06 wall_t:2984 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.735 +2026-01-08 13:51:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:185.95 total_reward_ma:165.63 loss:0.003868 fps:1967 +frame:5.88e+06 wall_t:2989 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.6575 +2026-01-08 13:51:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:185.96 total_reward_ma:165.77 loss:0.02358 fps:1967 +frame:5.89e+06 wall_t:2994 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.6788 +2026-01-08 13:51:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:184.53 total_reward_ma:165.91 loss:0.01251 fps:1967 +frame:5.90e+06 wall_t:2999 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.7237 +2026-01-08 13:52:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:182.08 total_reward_ma:166.04 loss:0.02304 fps:1967 +frame:5.91e+06 wall_t:3004 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.6757 +2026-01-08 13:52:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:183.93 total_reward_ma:166.20 loss:0.008082 fps:1967 +frame:5.92e+06 wall_t:3009 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.697 +2026-01-08 13:52:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:185.69 total_reward_ma:166.38 loss:0.003009 fps:1967 +frame:5.93e+06 wall_t:3015 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.7232 +2026-01-08 13:52:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:184.08 total_reward_ma:166.54 loss:0.01583 fps:1967 +frame:5.94e+06 wall_t:3020 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.6932 +2026-01-08 13:52:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:184.93 total_reward_ma:166.64 loss:0.01451 fps:1967 +frame:5.95e+06 wall_t:3025 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.7244 +2026-01-08 13:52:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:191.47 total_reward_ma:166.86 loss:0.01537 fps:1968 +frame:5.96e+06 wall_t:3029 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.7137 +2026-01-08 13:52:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:191.65 total_reward_ma:167.10 loss:0.001355 fps:1968 +frame:5.97e+06 wall_t:3034 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.6566 +2026-01-08 13:52:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:183.63 total_reward_ma:167.21 loss:0.01752 fps:1968 +frame:5.98e+06 wall_t:3038 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.7072 +2026-01-08 13:52:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:179.14 total_reward_ma:167.31 loss:0.008256 fps:1968 +frame:5.99e+06 wall_t:3043 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.72 +2026-01-08 13:52:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:179.21 total_reward_ma:167.35 loss:0.005323 fps:1969 +frame:6.00e+06 wall_t:3048 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.6493 +2026-01-08 13:52:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:173.63 total_reward_ma:167.30 loss:0.01225 fps:1969 +frame:6.01e+06 wall_t:3053 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.6608 +2026-01-08 13:52:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:176.00 total_reward_ma:167.28 loss:0.001044 fps:1969 +frame:6.02e+06 wall_t:3058 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.6889 +2026-01-08 13:53:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:177.84 total_reward_ma:167.30 loss:0.02929 fps:1969 +frame:6.03e+06 wall_t:3063 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.6221 +2026-01-08 13:53:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:179.68 total_reward_ma:167.34 loss:0.02505 fps:1969 +frame:6.04e+06 wall_t:3067 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.7263 +2026-01-08 13:53:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:178.83 total_reward_ma:167.38 loss:0.01156 fps:1969 +frame:6.05e+06 wall_t:3072 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7427 +2026-01-08 13:53:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:181.37 total_reward_ma:167.41 loss:0.01403 fps:1970 +frame:6.06e+06 wall_t:3076 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.6641 +2026-01-08 13:53:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:181.03 total_reward_ma:167.46 loss:0.01102 fps:1970 +frame:6.07e+06 wall_t:3081 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.6687 +2026-01-08 13:53:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:185.14 total_reward_ma:167.56 loss:0.005156 fps:1970 +frame:6.08e+06 wall_t:3086 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.7041 +2026-01-08 13:53:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:185.24 total_reward_ma:167.67 loss:0.01698 fps:1970 +frame:6.09e+06 wall_t:3091 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.701 +2026-01-08 13:53:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:191.96 total_reward_ma:167.82 loss:0.02405 fps:1970 +frame:6.10e+06 wall_t:3096 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.7154 +2026-01-08 13:53:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:190.77 total_reward_ma:168.00 loss:0.003556 fps:1970 +frame:6.11e+06 wall_t:3101 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.6698 +2026-01-08 13:53:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:192.16 total_reward_ma:168.20 loss:0.04013 fps:1971 +frame:6.12e+06 wall_t:3105 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.6837 +2026-01-08 13:53:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:197.84 total_reward_ma:168.44 loss:0.02002 fps:1971 +frame:6.13e+06 wall_t:3110 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.6483 +2026-01-08 13:53:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:197.12 total_reward_ma:168.70 loss:0.01156 fps:1972 +frame:6.14e+06 wall_t:3114 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.7429 +2026-01-08 13:53:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:197.63 total_reward_ma:169.00 loss:0.01636 fps:1972 +frame:6.15e+06 wall_t:3119 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.6575 +2026-01-08 13:54:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:193.69 total_reward_ma:169.28 loss:0.003261 fps:1972 +frame:6.16e+06 wall_t:3123 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.7974 +2026-01-08 13:54:06 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:194.39 total_reward_ma:169.51 loss:-0.01135 fps:1973 +frame:6.17e+06 wall_t:3128 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.743 +2026-01-08 13:54:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:196.31 total_reward_ma:169.82 loss:0.0167 fps:1973 +frame:6.18e+06 wall_t:3132 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.6427 +2026-01-08 13:54:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:198.92 total_reward_ma:170.15 loss:-0.003388 fps:1973 +frame:6.19e+06 wall_t:3137 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.7691 +2026-01-08 13:54:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:198.53 total_reward_ma:170.47 loss:0.02218 fps:1973 +frame:6.20e+06 wall_t:3142 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.6578 +2026-01-08 13:54:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:189.25 total_reward_ma:170.70 loss:0.0404 fps:1973 +frame:6.21e+06 wall_t:3147 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.642 +2026-01-08 13:54:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:188.76 total_reward_ma:170.95 loss:0.01604 fps:1974 +frame:6.22e+06 wall_t:3151 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.5354 +2026-01-08 13:54:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:188.97 total_reward_ma:171.22 loss:0.01013 fps:1974 +frame:6.23e+06 wall_t:3156 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.5823 +2026-01-08 13:54:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:192.45 total_reward_ma:171.52 loss:0.002747 fps:1974 +frame:6.24e+06 wall_t:3161 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.6611 +2026-01-08 13:54:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:190.04 total_reward_ma:171.75 loss:0.01136 fps:1974 +frame:6.25e+06 wall_t:3166 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.6784 +2026-01-08 13:54:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:193.80 total_reward_ma:171.93 loss:0.01401 fps:1974 +frame:6.26e+06 wall_t:3171 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.6811 +2026-01-08 13:54:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:194.71 total_reward_ma:172.19 loss:0.01901 fps:1975 +frame:6.27e+06 wall_t:3175 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.674 +2026-01-08 13:54:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:198.27 total_reward_ma:172.51 loss:0.02214 fps:1975 +frame:6.28e+06 wall_t:3180 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.7257 +2026-01-08 13:55:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:193.95 total_reward_ma:172.82 loss:0.02275 fps:1975 +frame:6.29e+06 wall_t:3185 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.7087 +2026-01-08 13:55:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:195.74 total_reward_ma:173.11 loss:0.00382 fps:1975 +frame:6.30e+06 wall_t:3190 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.6707 +2026-01-08 13:55:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:196.99 total_reward_ma:173.40 loss:0.01236 fps:1975 +frame:6.31e+06 wall_t:3195 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.8021 +2026-01-08 13:55:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:194.20 total_reward_ma:173.63 loss:0.01771 fps:1975 +frame:6.32e+06 wall_t:3200 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.7635 +2026-01-08 13:55:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:191.97 total_reward_ma:173.86 loss:0.0009284 fps:1975 +frame:6.33e+06 wall_t:3205 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.7151 +2026-01-08 13:55:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:195.32 total_reward_ma:174.12 loss:0.03617 fps:1975 +frame:6.34e+06 wall_t:3210 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.6461 +2026-01-08 13:55:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:207.02 total_reward_ma:174.52 loss:0.02428 fps:1975 +frame:6.35e+06 wall_t:3215 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.7545 +2026-01-08 13:55:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:201.83 total_reward_ma:174.88 loss:0.009367 fps:1975 +frame:6.36e+06 wall_t:3221 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.8693 +2026-01-08 13:55:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:204.87 total_reward_ma:175.34 loss:0.01033 fps:1975 +frame:6.37e+06 wall_t:3225 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.7716 +2026-01-08 13:55:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:207.96 total_reward_ma:175.82 loss:0.04067 fps:1975 +frame:6.38e+06 wall_t:3230 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.7723 +2026-01-08 13:55:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:206.62 total_reward_ma:176.37 loss:-0.003937 fps:1975 +frame:6.39e+06 wall_t:3235 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.6968 +2026-01-08 13:55:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:201.33 total_reward_ma:176.81 loss:0.008393 fps:1975 +frame:6.40e+06 wall_t:3240 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.7587 +2026-01-08 13:56:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:202.68 total_reward_ma:177.34 loss:0.02994 fps:1975 +frame:6.41e+06 wall_t:3245 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.736 +2026-01-08 13:56:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:210.00 total_reward_ma:177.95 loss:0.03933 fps:1975 +frame:6.42e+06 wall_t:3250 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.6939 +2026-01-08 13:56:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:209.39 total_reward_ma:178.63 loss:-0.006135 fps:1975 +frame:6.43e+06 wall_t:3255 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.6734 +2026-01-08 13:56:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:210.84 total_reward_ma:179.28 loss:0.02912 fps:1975 +frame:6.44e+06 wall_t:3260 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.6541 +2026-01-08 13:56:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:216.41 total_reward_ma:180.00 loss:0.03452 fps:1975 +frame:6.45e+06 wall_t:3265 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.7117 +2026-01-08 13:56:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:219.62 total_reward_ma:180.75 loss:0.01552 fps:1975 +frame:6.46e+06 wall_t:3271 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.7396 +2026-01-08 13:56:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:216.79 total_reward_ma:181.48 loss:0.01397 fps:1975 +frame:6.47e+06 wall_t:3276 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.7221 +2026-01-08 13:56:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:210.97 total_reward_ma:182.14 loss:0.02823 fps:1976 +frame:6.48e+06 wall_t:3280 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.7154 +2026-01-08 13:56:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:214.64 total_reward_ma:182.85 loss:0.03689 fps:1976 +frame:6.49e+06 wall_t:3284 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.7139 +2026-01-08 13:56:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:213.08 total_reward_ma:183.57 loss:0.008507 fps:1976 +frame:6.50e+06 wall_t:3289 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.7334 +2026-01-08 13:56:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:213.24 total_reward_ma:184.27 loss:0.03694 fps:1976 +frame:6.51e+06 wall_t:3294 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.745 +2026-01-08 13:56:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:218.34 total_reward_ma:185.03 loss:0.006259 fps:1976 +frame:6.52e+06 wall_t:3299 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.7013 +2026-01-08 13:57:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:214.88 total_reward_ma:185.77 loss:0.02577 fps:1976 +frame:6.53e+06 wall_t:3304 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.7739 +2026-01-08 13:57:06 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:211.81 total_reward_ma:186.47 loss:0.02196 fps:1976 +frame:6.54e+06 wall_t:3309 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.7837 +2026-01-08 13:57:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:221.07 total_reward_ma:187.23 loss:0.01091 fps:1977 +frame:6.55e+06 wall_t:3313 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.8057 +2026-01-08 13:57:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:217.65 total_reward_ma:187.97 loss:0.003961 fps:1977 +frame:6.56e+06 wall_t:3318 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.7911 +2026-01-08 13:57:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:212.57 total_reward_ma:188.63 loss:0.02751 fps:1978 +frame:6.57e+06 wall_t:3322 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.7305 +2026-01-08 13:57:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:218.38 total_reward_ma:189.34 loss:0.006362 fps:1978 +frame:6.58e+06 wall_t:3326 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.6996 +2026-01-08 13:57:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:219.98 total_reward_ma:190.02 loss:0.01233 fps:1978 +frame:6.59e+06 wall_t:3331 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.7338 +2026-01-08 13:57:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:221.68 total_reward_ma:190.70 loss:0.02771 fps:1978 +frame:6.60e+06 wall_t:3336 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.666 +2026-01-08 13:57:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:220.13 total_reward_ma:191.36 loss:-0.001997 fps:1978 +frame:6.61e+06 wall_t:3341 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7779 +2026-01-08 13:57:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:222.57 total_reward_ma:192.00 loss:-0.001431 fps:1979 +frame:6.62e+06 wall_t:3345 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.7627 +2026-01-08 13:57:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:218.60 total_reward_ma:192.56 loss:0.04141 fps:1979 +frame:6.63e+06 wall_t:3350 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.7307 +2026-01-08 13:57:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:217.84 total_reward_ma:193.08 loss:0.006969 fps:1979 +frame:6.64e+06 wall_t:3355 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.7522 +2026-01-08 13:57:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:217.68 total_reward_ma:193.60 loss:0.05182 fps:1979 +frame:6.65e+06 wall_t:3360 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.7219 +2026-01-08 13:58:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:218.91 total_reward_ma:194.11 loss:0.03128 fps:1980 +frame:6.66e+06 wall_t:3364 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.7846 +2026-01-08 13:58:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:220.94 total_reward_ma:194.66 loss:0.01508 fps:1980 +frame:6.67e+06 wall_t:3369 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.6991 +2026-01-08 13:58:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:219.57 total_reward_ma:195.18 loss:0.02187 fps:1980 +frame:6.68e+06 wall_t:3374 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.7626 +2026-01-08 13:58:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:215.23 total_reward_ma:195.65 loss:0.02192 fps:1980 +frame:6.69e+06 wall_t:3379 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.7875 +2026-01-08 13:58:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:213.71 total_reward_ma:196.03 loss:0.02357 fps:1980 +frame:6.70e+06 wall_t:3383 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.7558 +2026-01-08 13:58:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:212.03 total_reward_ma:196.40 loss:0.02952 fps:1981 +frame:6.71e+06 wall_t:3388 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.7461 +2026-01-08 13:58:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:210.63 total_reward_ma:196.76 loss:0.01039 fps:1981 +frame:6.72e+06 wall_t:3393 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.792 +2026-01-08 13:58:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:209.93 total_reward_ma:197.09 loss:0.01025 fps:1981 +frame:6.73e+06 wall_t:3398 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.7852 +2026-01-08 13:58:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:217.81 total_reward_ma:197.47 loss:0.02999 fps:1981 +frame:6.74e+06 wall_t:3403 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.7619 +2026-01-08 13:58:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:219.67 total_reward_ma:197.89 loss:0.02664 fps:1981 +frame:6.75e+06 wall_t:3407 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.6643 +2026-01-08 13:58:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:219.82 total_reward_ma:198.37 loss:0.02223 fps:1981 +frame:6.76e+06 wall_t:3413 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.8044 +2026-01-08 13:58:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:214.54 total_reward_ma:198.78 loss:0.004648 fps:1981 +frame:6.77e+06 wall_t:3418 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.7998 +2026-01-08 13:59:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:206.50 total_reward_ma:199.13 loss:0.02851 fps:1981 +frame:6.78e+06 wall_t:3423 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.76 +2026-01-08 13:59:06 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:199.52 total_reward_ma:199.45 loss:0.0207 fps:1981 +frame:6.79e+06 wall_t:3428 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.782 +2026-01-08 13:59:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:196.88 total_reward_ma:199.73 loss:0.004384 fps:1981 +frame:6.80e+06 wall_t:3433 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.7991 +2026-01-08 13:59:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:196.52 total_reward_ma:199.94 loss:0.05245 fps:1981 +frame:6.81e+06 wall_t:3438 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.6614 +2026-01-08 13:59:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:199.56 total_reward_ma:200.15 loss:0.003121 fps:1981 +frame:6.82e+06 wall_t:3443 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.7799 +2026-01-08 13:59:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:201.31 total_reward_ma:200.31 loss:0.01267 fps:1981 +frame:6.83e+06 wall_t:3448 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.7314 +2026-01-08 13:59:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:200.59 total_reward_ma:200.47 loss:0.01304 fps:1981 +frame:6.84e+06 wall_t:3453 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.6725 +2026-01-08 13:59:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:206.11 total_reward_ma:200.67 loss:-0.0006813 fps:1981 +frame:6.85e+06 wall_t:3457 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.7345 +2026-01-08 13:59:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:208.12 total_reward_ma:200.90 loss:0.03174 fps:1982 +frame:6.86e+06 wall_t:3462 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.734 +2026-01-08 13:59:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:211.46 total_reward_ma:201.15 loss:0.01823 fps:1982 +frame:6.87e+06 wall_t:3467 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.7746 +2026-01-08 13:59:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:210.35 total_reward_ma:201.39 loss:0.03088 fps:1982 +frame:6.88e+06 wall_t:3472 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.7725 +2026-01-08 13:59:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:212.31 total_reward_ma:201.65 loss:0.01556 fps:1982 +frame:6.89e+06 wall_t:3476 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.7496 +2026-01-08 13:59:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:212.95 total_reward_ma:201.94 loss:0.01386 fps:1982 +frame:6.90e+06 wall_t:3481 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.7696 +2026-01-08 14:00:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:213.62 total_reward_ma:202.25 loss:0.0268 fps:1982 +frame:6.91e+06 wall_t:3486 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.7579 +2026-01-08 14:00:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:209.57 total_reward_ma:202.51 loss:0.04492 fps:1983 +frame:6.92e+06 wall_t:3490 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.7618 +2026-01-08 14:00:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:211.17 total_reward_ma:202.76 loss:0.006487 fps:1983 +frame:6.93e+06 wall_t:3495 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.7498 +2026-01-08 14:00:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:216.42 total_reward_ma:203.09 loss:0.01288 fps:1983 +frame:6.94e+06 wall_t:3500 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.7764 +2026-01-08 14:00:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:220.24 total_reward_ma:203.44 loss:0.02327 fps:1983 +frame:6.95e+06 wall_t:3504 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.7181 +2026-01-08 14:00:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:225.77 total_reward_ma:203.78 loss:0.01691 fps:1983 +frame:6.96e+06 wall_t:3509 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.7297 +2026-01-08 14:00:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:231.79 total_reward_ma:204.18 loss:0.001365 fps:1983 +frame:6.97e+06 wall_t:3514 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.7829 +2026-01-08 14:00:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:229.07 total_reward_ma:204.64 loss:0.01625 fps:1984 +frame:6.98e+06 wall_t:3518 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.7201 +2026-01-08 14:00:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:234.73 total_reward_ma:205.20 loss:0.007045 fps:1984 +frame:6.99e+06 wall_t:3523 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.8023 +2026-01-08 14:00:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:234.94 total_reward_ma:205.75 loss:0.01709 fps:1984 +frame:7.00e+06 wall_t:3528 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.7627 +2026-01-08 14:00:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:239.24 total_reward_ma:206.41 loss:0.03996 fps:1985 +frame:7.01e+06 wall_t:3532 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.6287 +2026-01-08 14:00:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:234.94 total_reward_ma:207.00 loss:0.02065 fps:1985 +frame:7.02e+06 wall_t:3537 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.7291 +2026-01-08 14:01:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:235.83 total_reward_ma:207.58 loss:0.01579 fps:1985 +frame:7.03e+06 wall_t:3542 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.8003 +2026-01-08 14:01:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:234.58 total_reward_ma:208.13 loss:0.0308 fps:1985 +frame:7.04e+06 wall_t:3547 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.6801 +2026-01-08 14:01:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:232.74 total_reward_ma:208.67 loss:0.009273 fps:1985 +frame:7.05e+06 wall_t:3551 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.7115 +2026-01-08 14:01:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:235.32 total_reward_ma:209.21 loss:0.02669 fps:1985 +frame:7.06e+06 wall_t:3556 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.6697 +2026-01-08 14:01:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:241.71 total_reward_ma:209.81 loss:0.01297 fps:1985 +frame:7.07e+06 wall_t:3561 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.739 +2026-01-08 14:01:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:245.91 total_reward_ma:210.42 loss:0.005546 fps:1985 +frame:7.08e+06 wall_t:3566 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.755 +2026-01-08 14:01:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:244.25 total_reward_ma:211.01 loss:0.06019 fps:1986 +frame:7.09e+06 wall_t:3570 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.7681 +2026-01-08 14:01:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:250.03 total_reward_ma:211.59 loss:0.006548 fps:1986 +frame:7.10e+06 wall_t:3575 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.779 +2026-01-08 14:01:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:253.00 total_reward_ma:212.21 loss:0.04167 fps:1986 +frame:7.11e+06 wall_t:3580 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.7886 +2026-01-08 14:01:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:251.77 total_reward_ma:212.81 loss:0.03873 fps:1986 +frame:7.12e+06 wall_t:3585 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.7803 +2026-01-08 14:01:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:254.22 total_reward_ma:213.37 loss:0.01359 fps:1986 +frame:7.13e+06 wall_t:3590 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.7438 +2026-01-08 14:01:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:248.39 total_reward_ma:213.89 loss:0.00524 fps:1987 +frame:7.14e+06 wall_t:3594 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.7287 +2026-01-08 14:01:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:242.79 total_reward_ma:214.34 loss:0.04393 fps:1987 +frame:7.15e+06 wall_t:3599 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.7692 +2026-01-08 14:02:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:249.70 total_reward_ma:214.90 loss:0.01901 fps:1987 +frame:7.16e+06 wall_t:3604 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.737 +2026-01-08 14:02:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:254.11 total_reward_ma:215.49 loss:0.02542 fps:1987 +frame:7.17e+06 wall_t:3609 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.7478 +2026-01-08 14:02:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:252.55 total_reward_ma:216.06 loss:0.01733 fps:1987 +frame:7.18e+06 wall_t:3614 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.802 +2026-01-08 14:02:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:248.70 total_reward_ma:216.55 loss:0.03017 fps:1987 +frame:7.19e+06 wall_t:3619 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.7584 +2026-01-08 14:02:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:246.51 total_reward_ma:217.03 loss:0.02156 fps:1987 +frame:7.20e+06 wall_t:3624 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.7401 +2026-01-08 14:02:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:242.68 total_reward_ma:217.57 loss:0.03995 fps:1987 +frame:7.21e+06 wall_t:3628 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.7218 +2026-01-08 14:02:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:249.92 total_reward_ma:218.18 loss:0.05239 fps:1987 +frame:7.22e+06 wall_t:3633 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.6856 +2026-01-08 14:02:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:248.43 total_reward_ma:218.78 loss:0.009023 fps:1987 +frame:7.23e+06 wall_t:3638 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.8641 +2026-01-08 14:02:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:238.25 total_reward_ma:219.23 loss:0.01417 fps:1987 +frame:7.24e+06 wall_t:3643 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.7678 +2026-01-08 14:02:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:235.87 total_reward_ma:219.69 loss:0.01739 fps:1988 +frame:7.25e+06 wall_t:3647 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.7524 +2026-01-08 14:02:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:236.56 total_reward_ma:220.12 loss:0.05297 fps:1988 +frame:7.26e+06 wall_t:3651 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.8092 +2026-01-08 14:02:54 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:231.88 total_reward_ma:220.49 loss:0.0006435 fps:1989 +frame:7.27e+06 wall_t:3656 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.8438 +2026-01-08 14:02:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:232.94 total_reward_ma:220.84 loss:0.02459 fps:1989 +frame:7.28e+06 wall_t:3661 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.7499 +2026-01-08 14:03:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:229.48 total_reward_ma:221.19 loss:0.02915 fps:1989 +frame:7.29e+06 wall_t:3665 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.7527 +2026-01-08 14:03:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:229.16 total_reward_ma:221.53 loss:0.01869 fps:1989 +frame:7.30e+06 wall_t:3670 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.8307 +2026-01-08 14:03:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:229.71 total_reward_ma:221.85 loss:0.01112 fps:1989 +frame:7.31e+06 wall_t:3675 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.7604 +2026-01-08 14:03:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:227.36 total_reward_ma:222.19 loss:0.01151 fps:1990 +frame:7.32e+06 wall_t:3679 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.7483 +2026-01-08 14:03:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:230.01 total_reward_ma:222.57 loss:0.007615 fps:1990 +frame:7.33e+06 wall_t:3684 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.873 +2026-01-08 14:03:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:220.21 total_reward_ma:222.82 loss:0.03738 fps:1990 +frame:7.34e+06 wall_t:3689 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.8003 +2026-01-08 14:03:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:212.21 total_reward_ma:222.87 loss:0.01753 fps:1989 +frame:7.35e+06 wall_t:3695 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.801 +2026-01-08 14:03:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:211.32 total_reward_ma:222.96 loss:0.007203 fps:1989 +frame:7.36e+06 wall_t:3700 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.8344 +2026-01-08 14:03:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:206.53 total_reward_ma:222.98 loss:0.03816 fps:1989 +frame:7.37e+06 wall_t:3705 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.7984 +2026-01-08 14:03:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:202.45 total_reward_ma:222.92 loss:0.02767 fps:1989 +frame:7.38e+06 wall_t:3710 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.7787 +2026-01-08 14:03:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:200.49 total_reward_ma:222.86 loss:0.02904 fps:1989 +frame:7.39e+06 wall_t:3715 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.7953 +2026-01-08 14:03:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:203.12 total_reward_ma:222.88 loss:0.01766 fps:1990 +frame:7.40e+06 wall_t:3719 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.7707 +2026-01-08 14:04:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:207.00 total_reward_ma:222.92 loss:0.01148 fps:1990 +frame:7.41e+06 wall_t:3724 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.8269 +2026-01-08 14:04:06 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:196.90 total_reward_ma:222.79 loss:0.02499 fps:1990 +frame:7.42e+06 wall_t:3728 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.8026 +2026-01-08 14:04:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:195.76 total_reward_ma:222.66 loss:-0.001118 fps:1990 +frame:7.43e+06 wall_t:3733 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.7857 +2026-01-08 14:04:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:197.87 total_reward_ma:222.53 loss:0.02531 fps:1991 +frame:7.44e+06 wall_t:3737 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.7734 +2026-01-08 14:04:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:192.62 total_reward_ma:222.29 loss:0.02454 fps:1990 +frame:7.45e+06 wall_t:3743 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.756 +2026-01-08 14:04:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:192.95 total_reward_ma:222.02 loss:0.01199 fps:1990 +frame:7.46e+06 wall_t:3748 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.7983 +2026-01-08 14:04:30 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:188.25 total_reward_ma:221.74 loss:0.0102 fps:1991 +frame:7.47e+06 wall_t:3752 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.7395 +2026-01-08 14:04:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:193.11 total_reward_ma:221.56 loss:0.03824 fps:1991 +frame:7.48e+06 wall_t:3757 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.7311 +2026-01-08 14:04:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:197.10 total_reward_ma:221.38 loss:0.02052 fps:1991 +frame:7.49e+06 wall_t:3762 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.7624 +2026-01-08 14:04:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:196.30 total_reward_ma:221.21 loss:0.04154 fps:1991 +frame:7.50e+06 wall_t:3767 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.7494 +2026-01-08 14:04:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:207.32 total_reward_ma:221.16 loss:0.02439 fps:1992 +frame:7.51e+06 wall_t:3771 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.8247 +2026-01-08 14:04:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:209.89 total_reward_ma:221.07 loss:0.006733 fps:1992 +frame:7.52e+06 wall_t:3775 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.7834 +2026-01-08 14:04:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:206.95 total_reward_ma:220.99 loss:0.02835 fps:1992 +frame:7.53e+06 wall_t:3780 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.7835 +2026-01-08 14:05:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:216.55 total_reward_ma:221.04 loss:0.03523 fps:1992 +frame:7.54e+06 wall_t:3785 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.7568 +2026-01-08 14:05:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:224.51 total_reward_ma:221.07 loss:0.04719 fps:1993 +frame:7.55e+06 wall_t:3789 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.7557 +2026-01-08 14:05:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:225.06 total_reward_ma:221.15 loss:0.009735 fps:1992 +frame:7.56e+06 wall_t:3795 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.7993 +2026-01-08 14:05:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:221.55 total_reward_ma:221.24 loss:0.02974 fps:1992 +frame:7.57e+06 wall_t:3800 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.8751 +2026-01-08 14:05:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:218.08 total_reward_ma:221.23 loss:0.01249 fps:1992 +frame:7.58e+06 wall_t:3805 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.7874 +2026-01-08 14:05:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:219.28 total_reward_ma:221.23 loss:0.001291 fps:1992 +frame:7.59e+06 wall_t:3810 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.8229 +2026-01-08 14:05:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:223.80 total_reward_ma:221.25 loss:0.01682 fps:1993 +frame:7.60e+06 wall_t:3814 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.7426 +2026-01-08 14:05:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:225.48 total_reward_ma:221.30 loss:0.01497 fps:1993 +frame:7.61e+06 wall_t:3819 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.7879 +2026-01-08 14:05:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:231.39 total_reward_ma:221.39 loss:0.02585 fps:1993 +frame:7.62e+06 wall_t:3824 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.784 +2026-01-08 14:05:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:233.49 total_reward_ma:221.54 loss:0.02456 fps:1993 +frame:7.63e+06 wall_t:3829 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.7401 +2026-01-08 14:05:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:234.84 total_reward_ma:221.71 loss:0.0326 fps:1993 +frame:7.64e+06 wall_t:3833 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.8115 +2026-01-08 14:05:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:237.90 total_reward_ma:221.91 loss:0.01494 fps:1993 +frame:7.65e+06 wall_t:3838 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.8757 +2026-01-08 14:06:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:228.62 total_reward_ma:222.01 loss:-0.002415 fps:1993 +frame:7.66e+06 wall_t:3843 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.7725 +2026-01-08 14:06:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:227.45 total_reward_ma:222.07 loss:0.009492 fps:1994 +frame:7.67e+06 wall_t:3847 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.8293 +2026-01-08 14:06:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:216.54 total_reward_ma:222.04 loss:0.02421 fps:1994 +frame:7.68e+06 wall_t:3852 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.7972 +2026-01-08 14:06:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:213.41 total_reward_ma:222.02 loss:0.01059 fps:1994 +frame:7.69e+06 wall_t:3857 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.7397 +2026-01-08 14:06:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:213.49 total_reward_ma:222.02 loss:0.0233 fps:1994 +frame:7.70e+06 wall_t:3862 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.8001 +2026-01-08 14:06:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:213.38 total_reward_ma:222.04 loss:0.01327 fps:1994 +frame:7.71e+06 wall_t:3867 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.7812 +2026-01-08 14:06:30 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:209.62 total_reward_ma:222.03 loss:0.01874 fps:1994 +frame:7.72e+06 wall_t:3872 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.7749 +2026-01-08 14:06:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:206.69 total_reward_ma:221.99 loss:0.01684 fps:1994 +frame:7.73e+06 wall_t:3876 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.7843 +2026-01-08 14:06:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:208.46 total_reward_ma:221.90 loss:0.0293 fps:1994 +frame:7.74e+06 wall_t:3881 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.8187 +2026-01-08 14:06:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:208.63 total_reward_ma:221.79 loss:0.03372 fps:1994 +frame:7.75e+06 wall_t:3886 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.745 +2026-01-08 14:06:49 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:213.50 total_reward_ma:221.73 loss:-0.0001889 fps:1994 +frame:7.76e+06 wall_t:3891 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.8018 +2026-01-08 14:06:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:218.55 total_reward_ma:221.77 loss:0.03428 fps:1995 +frame:7.77e+06 wall_t:3895 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.7412 +2026-01-08 14:06:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:221.48 total_reward_ma:221.92 loss:0.03398 fps:1995 +frame:7.78e+06 wall_t:3900 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.6953 +2026-01-08 14:07:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:220.68 total_reward_ma:222.13 loss:0.02059 fps:1995 +frame:7.79e+06 wall_t:3905 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.7496 +2026-01-08 14:07:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:219.97 total_reward_ma:222.36 loss:0.02718 fps:1995 +frame:7.80e+06 wall_t:3910 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.7289 +2026-01-08 14:07:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:218.18 total_reward_ma:222.58 loss:0.03868 fps:1995 +frame:7.81e+06 wall_t:3915 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.7794 +2026-01-08 14:07:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:219.52 total_reward_ma:222.78 loss:0.05969 fps:1995 +frame:7.82e+06 wall_t:3920 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.7498 +2026-01-08 14:07:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:215.00 total_reward_ma:222.91 loss:0.02495 fps:1994 +frame:7.83e+06 wall_t:3926 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.7558 +2026-01-08 14:07:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:218.14 total_reward_ma:223.09 loss:0.07703 fps:1994 +frame:7.84e+06 wall_t:3931 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.7004 +2026-01-08 14:07:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:226.16 total_reward_ma:223.29 loss:0.01082 fps:1994 +frame:7.85e+06 wall_t:3936 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.8627 +2026-01-08 14:07:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:226.88 total_reward_ma:223.48 loss:0.01645 fps:1995 +frame:7.86e+06 wall_t:3940 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.796 +2026-01-08 14:07:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:229.47 total_reward_ma:223.66 loss:0.05037 fps:1995 +frame:7.87e+06 wall_t:3945 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.7538 +2026-01-08 14:07:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:233.86 total_reward_ma:223.89 loss:0.01802 fps:1995 +frame:7.88e+06 wall_t:3950 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.8258 +2026-01-08 14:07:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:232.46 total_reward_ma:224.09 loss:0.0174 fps:1995 +frame:7.89e+06 wall_t:3955 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.7829 +2026-01-08 14:07:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:229.64 total_reward_ma:224.26 loss:0.02005 fps:1995 +frame:7.90e+06 wall_t:3959 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.7782 +2026-01-08 14:08:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:232.81 total_reward_ma:224.45 loss:0.03372 fps:1995 +frame:7.91e+06 wall_t:3964 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.8318 +2026-01-08 14:08:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:232.21 total_reward_ma:224.68 loss:0.05454 fps:1995 +frame:7.92e+06 wall_t:3969 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.7494 +2026-01-08 14:08:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:234.67 total_reward_ma:224.91 loss:0.0486 fps:1995 +frame:7.93e+06 wall_t:3974 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.7943 +2026-01-08 14:08:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:234.67 total_reward_ma:225.10 loss:0.01451 fps:1996 +frame:7.94e+06 wall_t:3978 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.7536 +2026-01-08 14:08:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:232.06 total_reward_ma:225.21 loss:0.02495 fps:1996 +frame:7.95e+06 wall_t:3983 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.8046 +2026-01-08 14:08:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:229.64 total_reward_ma:225.25 loss:-0.0004402 fps:1996 +frame:7.96e+06 wall_t:3988 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.7959 +2026-01-08 14:08:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:226.39 total_reward_ma:225.20 loss:0.04424 fps:1996 +frame:7.97e+06 wall_t:3993 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.7491 +2026-01-08 14:08:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:222.22 total_reward_ma:225.13 loss:0.01942 fps:1996 +frame:7.98e+06 wall_t:3998 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.8085 +2026-01-08 14:08:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:222.25 total_reward_ma:225.00 loss:0.0348 fps:1997 +frame:7.99e+06 wall_t:4002 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.7276 +2026-01-08 14:08:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:222.43 total_reward_ma:224.88 loss:0.004621 fps:1996 +frame:8.00e+06 wall_t:4008 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.7729 +2026-01-08 14:08:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:229.77 total_reward_ma:224.78 loss:0.05061 fps:1997 +frame:8.01e+06 wall_t:4012 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.7576 +2026-01-08 14:08:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:230.56 total_reward_ma:224.74 loss:0.02335 fps:1997 +frame:8.02e+06 wall_t:4017 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.7707 +2026-01-08 14:08:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:231.22 total_reward_ma:224.69 loss:0.02908 fps:1997 +frame:8.03e+06 wall_t:4022 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.715 +2026-01-08 14:09:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:233.47 total_reward_ma:224.68 loss:0.03333 fps:1997 +frame:8.04e+06 wall_t:4026 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.7541 +2026-01-08 14:09:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:231.19 total_reward_ma:224.67 loss:0.01254 fps:1997 +frame:8.05e+06 wall_t:4031 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.7431 +2026-01-08 14:09:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:238.88 total_reward_ma:224.70 loss:0.02984 fps:1997 +frame:8.06e+06 wall_t:4036 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.7655 +2026-01-08 14:09:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:242.59 total_reward_ma:224.71 loss:0.04456 fps:1997 +frame:8.07e+06 wall_t:4041 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.7613 +2026-01-08 14:09:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:242.51 total_reward_ma:224.68 loss:0.0196 fps:1997 +frame:8.08e+06 wall_t:4046 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.755 +2026-01-08 14:09:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:237.26 total_reward_ma:224.61 loss:0.02318 fps:1998 +frame:8.09e+06 wall_t:4050 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.7512 +2026-01-08 14:09:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:239.45 total_reward_ma:224.50 loss:0.01057 fps:1998 +frame:8.10e+06 wall_t:4055 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.7373 +2026-01-08 14:09:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:245.98 total_reward_ma:224.43 loss:0.01555 fps:1998 +frame:8.11e+06 wall_t:4059 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.7887 +2026-01-08 14:09:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:240.36 total_reward_ma:224.32 loss:0.04557 fps:1998 +frame:8.12e+06 wall_t:4064 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.6871 +2026-01-08 14:09:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:245.96 total_reward_ma:224.24 loss:0.02736 fps:1998 +frame:8.13e+06 wall_t:4069 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.7722 +2026-01-08 14:09:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:248.46 total_reward_ma:224.24 loss:0.0199 fps:1998 +frame:8.14e+06 wall_t:4074 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.7955 +2026-01-08 14:09:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:253.42 total_reward_ma:224.34 loss:0.0172 fps:1999 +frame:8.15e+06 wall_t:4078 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.7728 +2026-01-08 14:10:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:250.59 total_reward_ma:224.35 loss:0.04296 fps:1999 +frame:8.16e+06 wall_t:4083 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.7631 +2026-01-08 14:10:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:257.31 total_reward_ma:224.38 loss:0.00089 fps:1999 +frame:8.17e+06 wall_t:4088 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.8207 +2026-01-08 14:10:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:252.71 total_reward_ma:224.39 loss:0.01518 fps:1999 +frame:8.18e+06 wall_t:4092 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.8147 +2026-01-08 14:10:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:251.27 total_reward_ma:224.41 loss:0.02714 fps:1999 +frame:8.19e+06 wall_t:4097 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.8234 +2026-01-08 14:10:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:247.86 total_reward_ma:224.42 loss:0.01801 fps:1999 +frame:8.20e+06 wall_t:4102 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.7774 +2026-01-08 14:10:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:248.82 total_reward_ma:224.49 loss:0.01798 fps:1999 +frame:8.21e+06 wall_t:4107 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.7567 +2026-01-08 14:10:30 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:250.91 total_reward_ma:224.50 loss:0.01289 fps:1999 +frame:8.22e+06 wall_t:4112 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.7473 +2026-01-08 14:10:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:253.75 total_reward_ma:224.55 loss:0.02137 fps:1999 +frame:8.23e+06 wall_t:4117 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.7816 +2026-01-08 14:10:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:251.13 total_reward_ma:224.68 loss:0.01532 fps:2000 +frame:8.24e+06 wall_t:4121 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.7429 +2026-01-08 14:10:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:254.00 total_reward_ma:224.86 loss:0.02508 fps:2000 +frame:8.25e+06 wall_t:4126 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.712 +2026-01-08 14:10:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:255.90 total_reward_ma:225.05 loss:0.02495 fps:2000 +frame:8.26e+06 wall_t:4130 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.7595 +2026-01-08 14:10:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:266.63 total_reward_ma:225.40 loss:0.0292 fps:2000 +frame:8.27e+06 wall_t:4135 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.7212 +2026-01-08 14:10:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:268.22 total_reward_ma:225.75 loss:0.03085 fps:2000 +frame:8.28e+06 wall_t:4139 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.7007 +2026-01-08 14:11:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:264.18 total_reward_ma:226.10 loss:0.01918 fps:2000 +frame:8.29e+06 wall_t:4144 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.6751 +2026-01-08 14:11:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:261.86 total_reward_ma:226.43 loss:0.0306 fps:2000 +frame:8.30e+06 wall_t:4150 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.7539 +2026-01-08 14:11:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:260.32 total_reward_ma:226.73 loss:0.01872 fps:2000 +frame:8.31e+06 wall_t:4154 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.7828 +2026-01-08 14:11:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:261.84 total_reward_ma:227.08 loss:0.02678 fps:2000 +frame:8.32e+06 wall_t:4159 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.7926 +2026-01-08 14:11:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:259.46 total_reward_ma:227.37 loss:0.01969 fps:2000 +frame:8.33e+06 wall_t:4164 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.8032 +2026-01-08 14:11:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:255.86 total_reward_ma:227.73 loss:0.0199 fps:2000 +frame:8.34e+06 wall_t:4169 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.8228 +2026-01-08 14:11:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:257.26 total_reward_ma:228.18 loss:0.02118 fps:2000 +frame:8.35e+06 wall_t:4174 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.7611 +2026-01-08 14:11:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:256.91 total_reward_ma:228.64 loss:0.01148 fps:2000 +frame:8.36e+06 wall_t:4179 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.8214 +2026-01-08 14:11:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:260.07 total_reward_ma:229.17 loss:0.06458 fps:2001 +frame:8.37e+06 wall_t:4183 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.7803 +2026-01-08 14:11:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:254.72 total_reward_ma:229.69 loss:0.03799 fps:2001 +frame:8.38e+06 wall_t:4187 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.7928 +2026-01-08 14:11:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:253.21 total_reward_ma:230.22 loss:0.007193 fps:2001 +frame:8.39e+06 wall_t:4192 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.8071 +2026-01-08 14:11:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:255.42 total_reward_ma:230.74 loss:0.02815 fps:2001 +frame:8.40e+06 wall_t:4197 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.7732 +2026-01-08 14:12:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:261.38 total_reward_ma:231.29 loss:0.0113 fps:2001 +frame:8.41e+06 wall_t:4202 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.7872 +2026-01-08 14:12:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:266.43 total_reward_ma:231.98 loss:0.01727 fps:2002 +frame:8.42e+06 wall_t:4206 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.8063 +2026-01-08 14:12:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:265.85 total_reward_ma:232.68 loss:0.03973 fps:2002 +frame:8.43e+06 wall_t:4211 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.747 +2026-01-08 14:12:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:262.77 total_reward_ma:233.33 loss:0.005007 fps:2002 +frame:8.44e+06 wall_t:4216 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.8237 +2026-01-08 14:12:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:258.99 total_reward_ma:234.00 loss:0.03261 fps:2002 +frame:8.45e+06 wall_t:4220 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.7419 +2026-01-08 14:12:23 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:258.15 total_reward_ma:234.65 loss:0.03878 fps:2002 +frame:8.46e+06 wall_t:4225 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.7314 +2026-01-08 14:12:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:260.96 total_reward_ma:235.38 loss:0.03168 fps:2002 +frame:8.47e+06 wall_t:4230 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.7381 +2026-01-08 14:12:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:261.91 total_reward_ma:236.06 loss:0.01741 fps:2002 +frame:8.48e+06 wall_t:4235 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.8057 +2026-01-08 14:12:38 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:261.07 total_reward_ma:236.70 loss:0.02319 fps:2002 +frame:8.49e+06 wall_t:4240 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.7363 +2026-01-08 14:12:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:267.00 total_reward_ma:237.41 loss:0.02395 fps:2002 +frame:8.50e+06 wall_t:4245 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.7652 +2026-01-08 14:12:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:261.71 total_reward_ma:237.95 loss:0.02416 fps:2002 +frame:8.51e+06 wall_t:4250 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.7569 +2026-01-08 14:12:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:262.82 total_reward_ma:238.48 loss:0.02874 fps:2002 +frame:8.52e+06 wall_t:4255 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.7123 +2026-01-08 14:12:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:266.34 total_reward_ma:239.08 loss:0.02119 fps:2002 +frame:8.53e+06 wall_t:4260 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.7939 +2026-01-08 14:13:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:269.36 total_reward_ma:239.61 loss:0.01182 fps:2003 +frame:8.54e+06 wall_t:4264 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.7929 +2026-01-08 14:13:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:268.75 total_reward_ma:240.05 loss:0.01865 fps:2003 +frame:8.55e+06 wall_t:4269 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.8335 +2026-01-08 14:13:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:270.18 total_reward_ma:240.50 loss:0.0174 fps:2003 +frame:8.56e+06 wall_t:4274 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.7467 +2026-01-08 14:13:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:269.99 total_reward_ma:240.98 loss:0.01084 fps:2003 +frame:8.57e+06 wall_t:4279 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.8248 +2026-01-08 14:13:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:271.70 total_reward_ma:241.52 loss:0.007468 fps:2003 +frame:8.58e+06 wall_t:4284 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.8154 +2026-01-08 14:13:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:266.98 total_reward_ma:242.00 loss:0.02213 fps:2003 +frame:8.59e+06 wall_t:4289 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.813 +2026-01-08 14:13:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:267.78 total_reward_ma:242.44 loss:0.02895 fps:2003 +frame:8.60e+06 wall_t:4294 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.7765 +2026-01-08 14:13:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:267.21 total_reward_ma:242.85 loss:0.007214 fps:2003 +frame:8.61e+06 wall_t:4299 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.7474 +2026-01-08 14:13:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:263.16 total_reward_ma:243.17 loss:0.007409 fps:2003 +frame:8.62e+06 wall_t:4303 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.8697 +2026-01-08 14:13:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:261.15 total_reward_ma:243.45 loss:0.00882 fps:2003 +frame:8.63e+06 wall_t:4308 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.8069 +2026-01-08 14:13:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:256.46 total_reward_ma:243.66 loss:0.05906 fps:2003 +frame:8.64e+06 wall_t:4313 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.6835 +2026-01-08 14:13:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:260.50 total_reward_ma:243.89 loss:0.01526 fps:2003 +frame:8.65e+06 wall_t:4318 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.756 +2026-01-08 14:14:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:259.08 total_reward_ma:244.19 loss:0.01622 fps:2003 +frame:8.66e+06 wall_t:4323 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.8221 +2026-01-08 14:14:06 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:256.20 total_reward_ma:244.48 loss:0.02322 fps:2003 +frame:8.67e+06 wall_t:4328 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.8321 +2026-01-08 14:14:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:256.65 total_reward_ma:244.88 loss:0.01592 fps:2003 +frame:8.68e+06 wall_t:4333 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.7845 +2026-01-08 14:14:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:259.78 total_reward_ma:245.35 loss:0.007642 fps:2003 +frame:8.69e+06 wall_t:4338 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.8076 +2026-01-08 14:14:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:262.58 total_reward_ma:245.84 loss:0.05444 fps:2003 +frame:8.70e+06 wall_t:4344 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.6582 +2026-01-08 14:14:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:261.31 total_reward_ma:246.32 loss:0.02295 fps:2003 +frame:8.71e+06 wall_t:4348 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.8113 +2026-01-08 14:14:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:259.41 total_reward_ma:246.82 loss:0.008627 fps:2003 +frame:8.72e+06 wall_t:4353 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.7343 +2026-01-08 14:14:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:258.28 total_reward_ma:247.33 loss:0.02107 fps:2003 +frame:8.73e+06 wall_t:4358 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.7537 +2026-01-08 14:14:41 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:257.57 total_reward_ma:247.82 loss:0.005493 fps:2003 +frame:8.74e+06 wall_t:4363 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.7602 +2026-01-08 14:14:46 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:263.64 total_reward_ma:248.37 loss:0.04069 fps:2003 +frame:8.75e+06 wall_t:4368 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.7968 +2026-01-08 14:14:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:261.85 total_reward_ma:248.86 loss:0.03089 fps:2004 +frame:8.76e+06 wall_t:4372 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.7632 +2026-01-08 14:14:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:266.09 total_reward_ma:249.33 loss:0.0611 fps:2004 +frame:8.77e+06 wall_t:4377 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.7926 +2026-01-08 14:15:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:267.61 total_reward_ma:249.79 loss:0.02494 fps:2004 +frame:8.78e+06 wall_t:4382 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.7115 +2026-01-08 14:15:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:271.36 total_reward_ma:250.30 loss:0.01735 fps:2004 +frame:8.79e+06 wall_t:4387 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.7004 +2026-01-08 14:15:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:266.39 total_reward_ma:250.76 loss:0.009329 fps:2004 +frame:8.80e+06 wall_t:4391 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.7841 +2026-01-08 14:15:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:273.31 total_reward_ma:251.31 loss:0.09018 fps:2004 +frame:8.81e+06 wall_t:4396 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.7427 +2026-01-08 14:15:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:278.97 total_reward_ma:251.91 loss:0.02437 fps:2004 +frame:8.82e+06 wall_t:4401 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.7482 +2026-01-08 14:15:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:277.08 total_reward_ma:252.53 loss:0.02316 fps:2004 +frame:8.83e+06 wall_t:4406 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.7357 +2026-01-08 14:15:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:274.07 total_reward_ma:253.09 loss:0.02372 fps:2004 +frame:8.84e+06 wall_t:4411 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.7798 +2026-01-08 14:15:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:270.39 total_reward_ma:253.53 loss:0.03654 fps:2004 +frame:8.85e+06 wall_t:4416 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.7248 +2026-01-08 14:15:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:275.50 total_reward_ma:254.02 loss:0.03185 fps:2004 +frame:8.86e+06 wall_t:4421 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.7122 +2026-01-08 14:15:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:277.91 total_reward_ma:254.50 loss:0.0566 fps:2005 +frame:8.87e+06 wall_t:4425 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.6912 +2026-01-08 14:15:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:277.37 total_reward_ma:254.94 loss:0.03439 fps:2005 +frame:8.88e+06 wall_t:4430 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.6441 +2026-01-08 14:15:52 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:277.27 total_reward_ma:255.39 loss:0.01073 fps:2005 +frame:8.89e+06 wall_t:4435 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.7327 +2026-01-08 14:15:58 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:276.70 total_reward_ma:255.86 loss:0.03433 fps:2005 +frame:8.90e+06 wall_t:4440 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.6888 +2026-01-08 14:16:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:282.61 total_reward_ma:256.35 loss:0.0513 fps:2004 +frame:8.91e+06 wall_t:4445 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.7211 +2026-01-08 14:16:08 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:283.93 total_reward_ma:256.87 loss:0.006482 fps:2004 +frame:8.92e+06 wall_t:4450 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.7478 +2026-01-08 14:16:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:284.94 total_reward_ma:257.37 loss:0.05692 fps:2004 +frame:8.93e+06 wall_t:4455 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.7783 +2026-01-08 14:16:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:279.68 total_reward_ma:257.82 loss:0.04345 fps:2004 +frame:8.94e+06 wall_t:4460 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.754 +2026-01-08 14:16:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:280.47 total_reward_ma:258.31 loss:0.01696 fps:2005 +frame:8.95e+06 wall_t:4464 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.6993 +2026-01-08 14:16:27 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:280.50 total_reward_ma:258.82 loss:0.057 fps:2005 +frame:8.96e+06 wall_t:4469 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.7541 +2026-01-08 14:16:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:281.59 total_reward_ma:259.37 loss:0.01321 fps:2005 +frame:8.97e+06 wall_t:4474 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.8152 +2026-01-08 14:16:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:278.08 total_reward_ma:259.93 loss:0.02342 fps:2005 +frame:8.98e+06 wall_t:4479 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.7906 +2026-01-08 14:16:42 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:280.06 total_reward_ma:260.51 loss:0.02142 fps:2005 +frame:8.99e+06 wall_t:4484 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.6934 +2026-01-08 14:16:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:281.04 total_reward_ma:261.09 loss:0.03301 fps:2005 +frame:9.00e+06 wall_t:4489 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.7071 +2026-01-08 14:16:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:278.10 total_reward_ma:261.57 loss:0.02213 fps:2005 +frame:9.01e+06 wall_t:4494 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.771 +2026-01-08 14:16:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:276.79 total_reward_ma:262.04 loss:0.02727 fps:2005 +frame:9.02e+06 wall_t:4498 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.7298 +2026-01-08 14:17:01 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:281.61 total_reward_ma:262.54 loss:0.02982 fps:2005 +frame:9.03e+06 wall_t:4503 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.7277 +2026-01-08 14:17:06 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:285.76 total_reward_ma:263.06 loss:0.04942 fps:2005 +frame:9.04e+06 wall_t:4508 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.685 +2026-01-08 14:17:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:285.12 total_reward_ma:263.60 loss:0.02769 fps:2005 +frame:9.05e+06 wall_t:4513 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.7865 +2026-01-08 14:17:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:285.30 total_reward_ma:264.07 loss:0.06423 fps:2006 +frame:9.06e+06 wall_t:4517 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.75 +2026-01-08 14:17:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:285.24 total_reward_ma:264.49 loss:0.03606 fps:2006 +frame:9.07e+06 wall_t:4522 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.764 +2026-01-08 14:17:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:289.24 total_reward_ma:264.96 loss:0.05775 fps:2006 +frame:9.08e+06 wall_t:4527 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.6907 +2026-01-08 14:17:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:284.91 total_reward_ma:265.44 loss:0.03351 fps:2006 +frame:9.09e+06 wall_t:4531 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.7553 +2026-01-08 14:17:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:288.74 total_reward_ma:265.93 loss:0.02224 fps:2006 +frame:9.10e+06 wall_t:4536 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.7618 +2026-01-08 14:17:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:285.01 total_reward_ma:266.32 loss:0.03217 fps:2006 +frame:9.11e+06 wall_t:4541 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.7474 +2026-01-08 14:17:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:283.36 total_reward_ma:266.75 loss:0.02073 fps:2006 +frame:9.12e+06 wall_t:4546 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.7277 +2026-01-08 14:17:48 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:291.88 total_reward_ma:267.21 loss:0.03323 fps:2007 +frame:9.13e+06 wall_t:4550 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.7533 +2026-01-08 14:17:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:294.89 total_reward_ma:267.67 loss:0.05975 fps:2007 +frame:9.14e+06 wall_t:4555 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.7618 +2026-01-08 14:17:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:293.64 total_reward_ma:268.08 loss:0.03878 fps:2007 +frame:9.15e+06 wall_t:4559 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.7468 +2026-01-08 14:18:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:293.55 total_reward_ma:268.51 loss:0.05322 fps:2007 +frame:9.16e+06 wall_t:4564 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.6673 +2026-01-08 14:18:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:290.64 total_reward_ma:268.84 loss:0.0412 fps:2007 +frame:9.17e+06 wall_t:4569 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.7018 +2026-01-08 14:18:12 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:292.08 total_reward_ma:269.23 loss:0.02563 fps:2007 +frame:9.18e+06 wall_t:4574 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.7184 +2026-01-08 14:18:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:291.04 total_reward_ma:269.63 loss:0.03409 fps:2007 +frame:9.19e+06 wall_t:4579 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.7244 +2026-01-08 14:18:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:292.61 total_reward_ma:270.08 loss:0.03952 fps:2007 +frame:9.20e+06 wall_t:4584 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.7359 +2026-01-08 14:18:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:298.76 total_reward_ma:270.58 loss:0.02757 fps:2007 +frame:9.21e+06 wall_t:4588 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.7456 +2026-01-08 14:18:31 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:298.39 total_reward_ma:271.05 loss:0.02142 fps:2007 +frame:9.22e+06 wall_t:4593 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.7628 +2026-01-08 14:18:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:300.81 total_reward_ma:271.52 loss:0.07278 fps:2008 +frame:9.23e+06 wall_t:4597 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.7156 +2026-01-08 14:18:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:298.65 total_reward_ma:272.00 loss:0.0198 fps:2007 +frame:9.24e+06 wall_t:4603 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.7094 +2026-01-08 14:18:45 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:303.48 total_reward_ma:272.49 loss:0.03173 fps:2007 +frame:9.25e+06 wall_t:4608 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.725 +2026-01-08 14:18:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:303.27 total_reward_ma:272.97 loss:0.02996 fps:2008 +frame:9.26e+06 wall_t:4612 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.6743 +2026-01-08 14:18:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:306.45 total_reward_ma:273.37 loss:0.02223 fps:2008 +frame:9.27e+06 wall_t:4617 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.7442 +2026-01-08 14:19:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:304.13 total_reward_ma:273.72 loss:0.05963 fps:2008 +frame:9.28e+06 wall_t:4622 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.738 +2026-01-08 14:19:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:308.30 total_reward_ma:274.17 loss:0.03031 fps:2008 +frame:9.29e+06 wall_t:4627 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.7556 +2026-01-08 14:19:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:303.39 total_reward_ma:274.58 loss:0.007301 fps:2008 +frame:9.30e+06 wall_t:4631 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.7874 +2026-01-08 14:19:14 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:309.65 total_reward_ma:275.07 loss:0.05755 fps:2008 +frame:9.31e+06 wall_t:4636 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.7115 +2026-01-08 14:19:19 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:306.09 total_reward_ma:275.52 loss:0.02413 fps:2008 +frame:9.32e+06 wall_t:4641 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.7844 +2026-01-08 14:19:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:309.04 total_reward_ma:276.01 loss:0.03051 fps:2008 +frame:9.33e+06 wall_t:4646 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.7187 +2026-01-08 14:19:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:309.36 total_reward_ma:276.55 loss:0.04154 fps:2009 +frame:9.34e+06 wall_t:4650 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.7796 +2026-01-08 14:19:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:309.56 total_reward_ma:277.07 loss:0.03832 fps:2009 +frame:9.35e+06 wall_t:4654 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.768 +2026-01-08 14:19:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:311.29 total_reward_ma:277.61 loss:0.01416 fps:2009 +frame:9.36e+06 wall_t:4659 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.7538 +2026-01-08 14:19:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:310.52 total_reward_ma:278.12 loss:0.02033 fps:2010 +frame:9.37e+06 wall_t:4662 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.7712 +2026-01-08 14:19:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:311.23 total_reward_ma:278.68 loss:0.04187 fps:2010 +frame:9.38e+06 wall_t:4666 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.7409 +2026-01-08 14:19:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:310.45 total_reward_ma:279.26 loss:0.003162 fps:2011 +frame:9.39e+06 wall_t:4669 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.718 +2026-01-08 14:19:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:308.56 total_reward_ma:279.79 loss:0.005691 fps:2011 +frame:9.40e+06 wall_t:4674 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.6973 +2026-01-08 14:19:56 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:305.34 total_reward_ma:280.23 loss:0.07327 fps:2012 +frame:9.41e+06 wall_t:4678 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.6678 +2026-01-08 14:20:00 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:307.97 total_reward_ma:280.64 loss:-0.0009812 fps:2012 +frame:9.42e+06 wall_t:4682 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.7831 +2026-01-08 14:20:04 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:308.32 total_reward_ma:281.07 loss:0.03865 fps:2012 +frame:9.43e+06 wall_t:4686 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.7327 +2026-01-08 14:20:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:308.00 total_reward_ma:281.52 loss:0.0245 fps:2012 +frame:9.44e+06 wall_t:4691 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.693 +2026-01-08 14:20:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:308.33 total_reward_ma:282.01 loss:0.03982 fps:2013 +frame:9.45e+06 wall_t:4695 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.7461 +2026-01-08 14:20:16 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:307.87 total_reward_ma:282.51 loss:0.01052 fps:2013 +frame:9.46e+06 wall_t:4699 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.7435 +2026-01-08 14:20:20 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:301.70 total_reward_ma:282.92 loss:0.05355 fps:2014 +frame:9.47e+06 wall_t:4703 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.6672 +2026-01-08 14:20:24 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:299.67 total_reward_ma:283.30 loss:0.03075 fps:2014 +frame:9.48e+06 wall_t:4706 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.7198 +2026-01-08 14:20:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:295.52 total_reward_ma:283.64 loss:0.03805 fps:2015 +frame:9.49e+06 wall_t:4710 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.743 +2026-01-08 14:20:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:299.34 total_reward_ma:283.96 loss:0.04857 fps:2015 +frame:9.50e+06 wall_t:4714 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.7449 +2026-01-08 14:20:35 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:296.80 total_reward_ma:284.31 loss:0.00842 fps:2016 +frame:9.51e+06 wall_t:4717 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.7527 +2026-01-08 14:20:39 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:292.80 total_reward_ma:284.61 loss:0.03298 fps:2017 +frame:9.52e+06 wall_t:4721 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.7179 +2026-01-08 14:20:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:288.04 total_reward_ma:284.83 loss:0.03347 fps:2017 +frame:9.53e+06 wall_t:4725 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.7347 +2026-01-08 14:20:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:288.64 total_reward_ma:285.02 loss:0.02152 fps:2017 +frame:9.54e+06 wall_t:4729 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.7268 +2026-01-08 14:20:50 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:287.19 total_reward_ma:285.21 loss:0.04371 fps:2018 +frame:9.55e+06 wall_t:4732 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.6635 +2026-01-08 14:20:53 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:288.52 total_reward_ma:285.39 loss:0.02893 fps:2019 +frame:9.56e+06 wall_t:4736 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.7241 +2026-01-08 14:20:57 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:290.14 total_reward_ma:285.59 loss:0.04008 fps:2019 +frame:9.57e+06 wall_t:4740 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.7302 +2026-01-08 14:21:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:290.74 total_reward_ma:285.78 loss:0.04905 fps:2019 +frame:9.58e+06 wall_t:4744 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.6984 +2026-01-08 14:21:06 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:296.01 total_reward_ma:286.07 loss:0.01809 fps:2020 +frame:9.59e+06 wall_t:4748 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.7245 +2026-01-08 14:21:10 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:296.56 total_reward_ma:286.36 loss:0.04538 fps:2020 +frame:9.60e+06 wall_t:4752 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.738 +2026-01-08 14:21:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:301.53 total_reward_ma:286.70 loss:0.01256 fps:2021 +frame:9.61e+06 wall_t:4755 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.6972 +2026-01-08 14:21:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:304.70 total_reward_ma:287.12 loss:0.04121 fps:2021 +frame:9.62e+06 wall_t:4759 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.7229 +2026-01-08 14:21:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:298.53 total_reward_ma:287.49 loss:0.03573 fps:2022 +frame:9.63e+06 wall_t:4763 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.7079 +2026-01-08 14:21:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:302.54 total_reward_ma:287.95 loss:0.0202 fps:2022 +frame:9.64e+06 wall_t:4767 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.7179 +2026-01-08 14:21:28 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:301.21 total_reward_ma:288.36 loss:0.04726 fps:2023 +frame:9.65e+06 wall_t:4770 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.6875 +2026-01-08 14:21:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:300.93 total_reward_ma:288.78 loss:0.02144 fps:2023 +frame:9.66e+06 wall_t:4774 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.7149 +2026-01-08 14:21:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:305.25 total_reward_ma:289.27 loss:0.02467 fps:2024 +frame:9.67e+06 wall_t:4778 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.7515 +2026-01-08 14:21:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:297.90 total_reward_ma:289.68 loss:0.04446 fps:2024 +frame:9.68e+06 wall_t:4782 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.7022 +2026-01-08 14:21:43 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:298.67 total_reward_ma:290.07 loss:0.01748 fps:2025 +frame:9.69e+06 wall_t:4786 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.718 +2026-01-08 14:21:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:300.69 total_reward_ma:290.45 loss:0.03849 fps:2025 +frame:9.70e+06 wall_t:4789 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.7334 +2026-01-08 14:21:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:308.82 total_reward_ma:290.93 loss:0.01436 fps:2026 +frame:9.71e+06 wall_t:4793 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.7144 +2026-01-08 14:21:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:311.73 total_reward_ma:291.45 loss:0.05494 fps:2026 +frame:9.72e+06 wall_t:4797 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.6448 +2026-01-08 14:21:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:322.36 total_reward_ma:292.09 loss:0.03759 fps:2027 +frame:9.73e+06 wall_t:4801 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.7412 +2026-01-08 14:22:03 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:324.05 total_reward_ma:292.76 loss:0.04875 fps:2027 +frame:9.74e+06 wall_t:4806 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.7142 +2026-01-08 14:22:07 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:327.36 total_reward_ma:293.39 loss:0.03569 fps:2027 +frame:9.75e+06 wall_t:4809 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.6915 +2026-01-08 14:22:11 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:326.25 total_reward_ma:294.04 loss:0.05034 fps:2028 +frame:9.76e+06 wall_t:4813 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.6726 +2026-01-08 14:22:15 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:325.49 total_reward_ma:294.63 loss:0.02718 fps:2028 +frame:9.77e+06 wall_t:4817 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.7421 +2026-01-08 14:22:18 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:334.17 total_reward_ma:295.30 loss:0.02138 fps:2029 +frame:9.78e+06 wall_t:4820 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.7579 +2026-01-08 14:22:22 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:329.44 total_reward_ma:295.88 loss:0.03025 fps:2029 +frame:9.79e+06 wall_t:4824 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.723 +2026-01-08 14:22:26 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:328.90 total_reward_ma:296.50 loss:0.04506 fps:2030 +frame:9.80e+06 wall_t:4828 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.665 +2026-01-08 14:22:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:331.19 total_reward_ma:297.08 loss:0.01242 fps:2030 +frame:9.81e+06 wall_t:4832 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.8158 +2026-01-08 14:22:33 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:326.61 total_reward_ma:297.56 loss:0.01757 fps:2031 +frame:9.82e+06 wall_t:4835 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.7555 +2026-01-08 14:22:37 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:327.70 total_reward_ma:298.07 loss:0.05648 fps:2031 +frame:9.83e+06 wall_t:4839 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.737 +2026-01-08 14:22:40 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:329.09 total_reward_ma:298.62 loss:0.04141 fps:2032 +frame:9.84e+06 wall_t:4842 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.7507 +2026-01-08 14:22:44 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:329.65 total_reward_ma:299.21 loss:0.02299 fps:2033 +frame:9.85e+06 wall_t:4846 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.8096 +2026-01-08 14:22:47 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:324.15 total_reward_ma:299.69 loss:0.04217 fps:2033 +frame:9.86e+06 wall_t:4850 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.7605 +2026-01-08 14:22:51 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:320.55 total_reward_ma:300.12 loss:0.03375 fps:2034 +frame:9.87e+06 wall_t:4853 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.7109 +2026-01-08 14:22:55 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:324.58 total_reward_ma:300.59 loss:0.03056 fps:2034 +frame:9.88e+06 wall_t:4857 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.75 +2026-01-08 14:22:59 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:326.71 total_reward_ma:301.09 loss:0.02712 fps:2035 +frame:9.89e+06 wall_t:4861 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.6953 +2026-01-08 14:23:02 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:324.26 total_reward_ma:301.56 loss:0.04525 fps:2035 +frame:9.90e+06 wall_t:4864 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.685 +2026-01-08 14:23:05 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:320.81 total_reward_ma:301.95 loss:0.005628 fps:2036 +frame:9.91e+06 wall_t:4868 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.6855 +2026-01-08 14:23:09 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:320.05 total_reward_ma:302.31 loss:0.04572 fps:2037 +frame:9.92e+06 wall_t:4871 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.6948 +2026-01-08 14:23:13 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:317.60 total_reward_ma:302.63 loss:0.0203 fps:2037 +frame:9.93e+06 wall_t:4875 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.7849 +2026-01-08 14:23:17 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:319.54 total_reward_ma:303.03 loss:0.04002 fps:2037 +frame:9.94e+06 wall_t:4880 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.7435 +2026-01-08 14:23:21 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:316.63 total_reward_ma:303.39 loss:0.05228 fps:2038 +frame:9.95e+06 wall_t:4883 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.7088 +2026-01-08 14:23:25 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:316.89 total_reward_ma:303.76 loss:0.0491 fps:2038 +frame:9.96e+06 wall_t:4887 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.7279 +2026-01-08 14:23:29 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:322.73 total_reward_ma:304.17 loss:0.05123 fps:2038 +frame:9.97e+06 wall_t:4891 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.7476 +2026-01-08 14:23:32 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:313.63 total_reward_ma:304.52 loss:0.03241 fps:2039 +frame:9.98e+06 wall_t:4894 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.7589 +2026-01-08 14:23:34 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:312.93 total_reward_ma:304.85 loss:0.04174 fps:2040 +frame:9.99e+06 wall_t:4896 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.6971 +2026-01-08 14:23:36 | INFO | PID:1333 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_breakout_t0_s3 [train] +total_reward:312.98 total_reward_ma:305.17 loss:0.04861 fps:2042 +frame:1.00e+07 wall_t:4898 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.696 +2026-01-08 14:23:36 | INFO | PID:1333 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s0_ckpt-best_net_model.pt b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s0_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..95024faaf3c987778255594e433ac28a1e2a61f7 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s0_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:374a6a6b0f4099839251b83099048c711045cf737319c75386e606add0e8d456 +size 6752773 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s0_net_model.pt b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s0_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..3a406cec9731c0fa1e3454d5f85403b377208ac0 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s0_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f6238a1a52edf08fdd5ebaf0b763f724f153aa4c3702d52e7b5cbd1146eb8fc +size 6752593 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s1_ckpt-best_net_model.pt b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s1_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..c26de263f68ce7745bccba7038b57939727665aa --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s1_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ebe832e61e6464d9d59feb51a3ec6b60772f65e86a6cb37e3ca542c1e81c7a3 +size 6752773 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s1_net_model.pt b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s1_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..d189eae7ac83a8b8fa2f172b53596b2ab0efc9ed --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s1_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc0540f163f910be7cc36aa41e5b32352ca0d279c0238f91d98d4f9eef9d7702 +size 6752593 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s2_ckpt-best_net_model.pt b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s2_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..7e83319d42af5167e57015ce958df6222f7c5301 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s2_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f64b5b9867449d5aa087af2901102b52971cac2f239be953e00b5cb3ea763c03 +size 6752773 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s2_net_model.pt b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s2_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..58a1ee8f5ad544a21d3a0db90408ace9b0b54b34 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s2_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b22a8e0f255b010bdb36df9c4b99c2868d7460f0008f9c2fd98c63eaccd34045 +size 6752593 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s3_ckpt-best_net_model.pt b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s3_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..6430f80191d881239df5cd5d52464e256ecbd3db --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s3_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ede89de81129f54d8215de410a45d7e36b647cc9647e8428177ca880e61d0b11 +size 6752773 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s3_net_model.pt b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s3_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..fd3b60ea5c8b1afdec7c019ef480ca2ccc1bebe8 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0_s3_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02500d98e1a369871ac923c861e51e7fe9e90a98655f5e996a4a01f8e083c16a +size 6752593 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_spec.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..05fa01fb71212d7930b962e8f45786573fba3c68 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.85, + "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/Breakout-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": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_08_130153", + "prepath": "data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam85_breakout_2026_01_08_130153", + "graph_prepath": "data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0", + "info_prepath": "data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0", + "log_prepath": "data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0", + "model_prepath": "data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0" + }, + "name": "ppo_atari_lam85_breakout" +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_spec.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..05fa01fb71212d7930b962e8f45786573fba3c68 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.85, + "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/Breakout-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": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_08_130153", + "prepath": "data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam85_breakout_2026_01_08_130153", + "graph_prepath": "data/ppo_atari_lam85_breakout_2026_01_08_130153/graph/ppo_atari_lam85_breakout_t0", + "info_prepath": "data/ppo_atari_lam85_breakout_2026_01_08_130153/info/ppo_atari_lam85_breakout_t0", + "log_prepath": "data/ppo_atari_lam85_breakout_2026_01_08_130153/log/ppo_atari_lam85_breakout_t0", + "model_prepath": "data/ppo_atari_lam85_breakout_2026_01_08_130153/model/ppo_atari_lam85_breakout_t0" + }, + "name": "ppo_atari_lam85_breakout" +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_ma_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..8347d772705875d72b955b8f0e6c86e70c2471ff --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3adcb73aa05895cce2eda0e7bd254cfa0277362f68f4923630c41626cf8beb25 +size 90746 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_vs_frames.png b/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..6603a6d2c5d0d48c1e6ac4627731b863377a8936 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_trial_graph_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c078672de859ab9dcdda5f87b435857a38660a7d409ed0299a328fca98f2457 +size 110847 diff --git a/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_trial_metrics_scalar.json b/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..1a6f406c1a7641fa230d5be6c2a9f462bf5ac769 --- /dev/null +++ b/data/ppo_atari_lam85_breakout_2026_01_08_130153/ppo_atari_lam85_breakout_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 292.2991943359375, + "strength": 139.9768829345703, + "max_strength": 323.3033447265625, + "final_strength": 313.9966735839844, + "sample_efficiency": 1.8101161458616843e-07, + "training_efficiency": 1.1591887414397206e-05, + "stability": 0.9934218525886536, + "consistency": 0.8058266043663025 +} \ No newline at end of file