diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_entropy_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..ed4bf12d10dd993bf79076dab49a9a9d596ed091 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b10d8647bd765a61145d6785b523360de2187742ee55a6cd1f5ae29781931dd7 +size 56875 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_loss_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..b45c80ceb8a392e44f256e565d21130fda7f588b --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f0128cfe7c8766e42ce8e157f912b0c40a72cfd0b87815e112e0bcd741968ee +size 67556 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..b92cd37812fbed4f4917471c7ecbdd510bd63d0c --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84ecf4083f1dd241238aadb5b1087de1ca510a17e7e3a037163678eb515383ad +size 68248 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..f8eaecad43fc0ac54f0ec45b379847ef2094658a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c13198f61051fe99e18942b4ead3b28627c06f329bc273ae69ab47e5dfb5c3bc +size 65111 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_entropy_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..ed4bf12d10dd993bf79076dab49a9a9d596ed091 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b10d8647bd765a61145d6785b523360de2187742ee55a6cd1f5ae29781931dd7 +size 56875 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_loss_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..b45c80ceb8a392e44f256e565d21130fda7f588b --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f0128cfe7c8766e42ce8e157f912b0c40a72cfd0b87815e112e0bcd741968ee +size 67556 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..b92cd37812fbed4f4917471c7ecbdd510bd63d0c --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84ecf4083f1dd241238aadb5b1087de1ca510a17e7e3a037163678eb515383ad +size 68248 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_mean_returns_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..f8eaecad43fc0ac54f0ec45b379847ef2094658a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s0_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c13198f61051fe99e18942b4ead3b28627c06f329bc273ae69ab47e5dfb5c3bc +size 65111 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_entropy_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..e5f3cc049d02818fb2af357ef17d69380891f37b --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b20d2a5254d6229fea380076d92e813ca5f51e00d3b3ad81a83742f9d520fc0 +size 55262 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_loss_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..8640c9d7fac7ead5cb786619326ed36c21ac94ad --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0da5ff6320a986f317293c2cf0524f5eed9f687a6d84edf2eddf301b66b8aca +size 58146 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..c7cc0dc00a86c7ed3505070c6e5cfffabcb346a6 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b91774b7529440abac27b4de15080866adcf3383a225abdff10872c9ab96fc7 +size 70789 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..382d472b69eb93285f26456e0ca36426d99e614a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1305a9cb9691e938352063097c03f124426ba8258dc39b7f69aa69a97fb15b53 +size 66324 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_entropy_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..e5f3cc049d02818fb2af357ef17d69380891f37b --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b20d2a5254d6229fea380076d92e813ca5f51e00d3b3ad81a83742f9d520fc0 +size 55262 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_loss_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..8640c9d7fac7ead5cb786619326ed36c21ac94ad --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0da5ff6320a986f317293c2cf0524f5eed9f687a6d84edf2eddf301b66b8aca +size 58146 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..c7cc0dc00a86c7ed3505070c6e5cfffabcb346a6 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b91774b7529440abac27b4de15080866adcf3383a225abdff10872c9ab96fc7 +size 70789 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_mean_returns_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..382d472b69eb93285f26456e0ca36426d99e614a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s1_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1305a9cb9691e938352063097c03f124426ba8258dc39b7f69aa69a97fb15b53 +size 66324 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_entropy_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..0ebe095f497a232d1567ad12d49ecd63b396215a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e657860870a84d573af4c4e3f78790eed1dfd2060328d967815e4ac4318b53f5 +size 56851 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_loss_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..8e7e049b10431bf4bed2bc0e43e1cf9f7bf01db0 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05a12b6bb4b9d71c5eeb28ad4ab4ff4d79341df687d06348ef5f08cab8b69e7a +size 62206 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..24b7f7cfacd700a78a38a4da6a75cd3b0e82ef89 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_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:d2f112bd0f50a1ca8500801604c50bbf8e07681fb2db177fec8767583e04f738 +size 71239 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..051d508b5bc77c893cd3a5fe13b131f5082a47f6 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05d2bd38acf607f983bbcf39282eedd3ed7323c815b48bed8c4f98313d4d2b05 +size 71787 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_entropy_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..0ebe095f497a232d1567ad12d49ecd63b396215a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e657860870a84d573af4c4e3f78790eed1dfd2060328d967815e4ac4318b53f5 +size 56851 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_loss_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..8e7e049b10431bf4bed2bc0e43e1cf9f7bf01db0 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05a12b6bb4b9d71c5eeb28ad4ab4ff4d79341df687d06348ef5f08cab8b69e7a +size 62206 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..24b7f7cfacd700a78a38a4da6a75cd3b0e82ef89 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_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:d2f112bd0f50a1ca8500801604c50bbf8e07681fb2db177fec8767583e04f738 +size 71239 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_mean_returns_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..051d508b5bc77c893cd3a5fe13b131f5082a47f6 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s2_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05d2bd38acf607f983bbcf39282eedd3ed7323c815b48bed8c4f98313d4d2b05 +size 71787 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_entropy_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..925014d03321d31284de4265ba3d4262ae3df627 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32ae14928df11ae895138bd692b322cdc427ddf468c523b726bc3033c1e9d7f5 +size 58177 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_loss_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..e79bdf45f0daa9f4354f5556ed08c26d7c86841f --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:796ceffa97adf889d66d15fdf4bcb94d24e357c1134864f418266c7543a4acf2 +size 67151 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..5e4e0ac3a42f6ecf0f6dfb0e9e6be497d1c9341a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:475a45d0312e277a75359632b9848b6ada7cb6f1623e47e7c5f79bef70709a70 +size 66503 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..70803e8e3075cd462c9f05421baec7c5247c3ed4 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12958a28b9681fc8967c533ca1cdefab23a0018ad29bddac59dc11eb053499bc +size 66925 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_entropy_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..925014d03321d31284de4265ba3d4262ae3df627 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32ae14928df11ae895138bd692b322cdc427ddf468c523b726bc3033c1e9d7f5 +size 58177 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_loss_vs_frame.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..e79bdf45f0daa9f4354f5556ed08c26d7c86841f --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:796ceffa97adf889d66d15fdf4bcb94d24e357c1134864f418266c7543a4acf2 +size 67151 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..5e4e0ac3a42f6ecf0f6dfb0e9e6be497d1c9341a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:475a45d0312e277a75359632b9848b6ada7cb6f1623e47e7c5f79bef70709a70 +size 66503 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_mean_returns_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..70803e8e3075cd462c9f05421baec7c5247c3ed4 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_s3_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12958a28b9681fc8967c533ca1cdefab23a0018ad29bddac59dc11eb053499bc +size 66925 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_trial_graph_mean_returns_ma_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..e1e89f0f12cee732e5c448999ed7a7dc9bdfbec3 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_trial_graph_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48edd0c026772de9fce775bee66e5831d019c203346bb2c4cd3dcc8141d17980 +size 76786 diff --git a/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_trial_graph_mean_returns_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_trial_graph_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..12840e938e163070d1ca8030f8a4cbc38289e2c5 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0_trial_graph_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3c37309a5243591197627184f57caf0bd754ec1b84872faa954250eff6d00ca +size 74456 diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_df_eval.csv b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..93ff1c845a4dd31d7ac1fe14a9635ae564f7a000 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_df_eval.csv @@ -0,0 +1,401 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +,,,344.82758,10000.0,29.0,625.0,,0.0,0.00022,0.2, +23.774136,23.774136,,625.0,20000.0,32.0,1250.0,,0.0,0.00022,0.2, +23.774136,23.774136,,882.35297,30000.0,34.0,1875.0,,0.0,0.00022,0.2, +28.708368,25.418879,0.05264174,360.36035,40000.0,111.0,2500.0,,10240.0,0.00022,0.2,2.8728447 +24.048067,25.076176,0.05264174,438.5965,50000.0,114.0,3125.0,,10240.0,0.00022,0.2,2.8728447 +24.048067,24.870554,0.05264174,512.8205,60000.0,117.0,3750.0,,10240.0,0.00022,0.2,2.8728447 +23.132265,24.58084,-0.045284398,357.14285,70000.0,196.0,4375.0,,20480.0,0.00022,0.2,2.9040225 +23.132265,24.373901,-0.045284398,402.01004,80000.0,199.0,5000.0,,20480.0,0.00022,0.2,2.9040225 +23.394112,24.251427,-0.045284398,445.54456,90000.0,202.0,5625.0,,20480.0,0.00022,0.2,2.9040225 +23.29899,24.145601,-0.056610405,359.71222,100000.0,278.0,6250.0,,30720.0,0.00022,0.2,2.9162498 +23.29899,24.06094,-0.056610405,391.45908,110000.0,281.0,6875.0,,30720.0,0.00022,0.2,2.9162498 +23.368587,23.998,-0.056610405,422.53522,120000.0,284.0,7500.0,,30720.0,0.00022,0.2,2.9162498 +22.819622,23.899801,-0.056610405,452.96167,130000.0,287.0,8125.0,,30720.0,0.00022,0.2,2.9162498 +22.819622,23.81671,-0.055336505,386.74033,140000.0,362.0,8750.0,,40960.0,0.00022,0.2,2.895483 +23.834055,23.817947,-0.055336505,409.83606,150000.0,366.0,9375.0,,40960.0,0.00022,0.2,2.895483 +23.834055,23.819023,-0.055336505,433.60434,160000.0,369.0,10000.0,,40960.0,0.00022,0.2,2.895483 +25.141228,23.90166,-0.062124908,382.02246,170000.0,445.0,10625.0,,51200.0,0.00022,0.2,2.8712661 +24.947924,23.963207,-0.062124908,401.7857,180000.0,448.0,11250.0,,51200.0,0.00022,0.2,2.8712661 +24.947924,24.017914,-0.062124908,420.35397,190000.0,452.0,11875.0,,51200.0,0.00022,0.2,2.8712661 +24.77754,24.057894,-0.055687744,379.50665,200000.0,527.0,12500.0,,61440.0,0.00022,0.2,2.8708985 +24.969362,24.103466,-0.055687744,396.2264,210000.0,530.0,13125.0,,61440.0,0.00022,0.2,2.8708985 +24.969362,24.1447,-0.055687744,412.75797,220000.0,533.0,13750.0,,61440.0,0.00022,0.2,2.8708985 +24.315704,24.152472,-0.048371367,378.28946,230000.0,608.0,14375.0,,71680.0,0.00022,0.2,2.8573332 +24.315704,24.15957,-0.048371367,392.79868,240000.0,611.0,15000.0,,71680.0,0.00022,0.2,2.8573332 +24.220821,24.162123,-0.048371367,406.50406,250000.0,615.0,15625.0,,71680.0,0.00022,0.2,2.8573332 +24.013948,24.156197,-0.048371367,420.71198,260000.0,618.0,16250.0,,71680.0,0.00022,0.2,2.8573332 +24.013948,24.150726,-0.03957264,389.61038,270000.0,693.0,16875.0,,81920.0,0.00022,0.2,2.8413587 +24.019075,24.145851,-0.03957264,401.72165,280000.0,697.0,17500.0,,81920.0,0.00022,0.2,2.8413587 +23.894388,24.136871,-0.03957264,414.2857,290000.0,700.0,18125.0,,81920.0,0.00022,0.2,2.8413587 +23.894388,24.128511,-0.03190736,386.10037,300000.0,777.0,18750.0,,92160.0,0.00022,0.2,2.8159769 +23.955523,24.122744,-0.03190736,397.43588,310000.0,780.0,19375.0,,92160.0,0.00022,0.2,2.8159769 +23.955523,24.117346,-0.03190736,408.68454,320000.0,783.0,20000.0,,92160.0,0.00022,0.2,2.8159769 +23.77259,24.106571,-0.021902038,385.06418,330000.0,857.0,20625.0,,102400.0,0.00022,0.2,2.7993298 +23.823395,24.09799,-0.021902038,394.88965,340000.0,861.0,21250.0,,102400.0,0.00022,0.2,2.7993298 +23.823395,24.089912,-0.021902038,405.0926,350000.0,864.0,21875.0,,102400.0,0.00022,0.2,2.7993298 +23.690044,24.078487,-0.021902038,415.2249,360000.0,867.0,22500.0,,102400.0,0.00022,0.2,2.7993298 +23.525587,24.06313,-0.017125294,391.94916,370000.0,944.0,23125.0,,112640.0,0.00022,0.2,2.787696 +23.525587,24.048601,-0.017125294,400.84387,380000.0,948.0,23750.0,,112640.0,0.00022,0.2,2.787696 +23.52119,24.034721,-0.017125294,410.09464,390000.0,951.0,24375.0,,112640.0,0.00022,0.2,2.787696 +23.52119,24.021557,-0.020358874,389.86356,400000.0,1026.0,25000.0,,122880.0,0.00022,0.2,2.7743077 +23.421852,24.006565,-0.020358874,398.05826,410000.0,1030.0,25625.0,,122880.0,0.00022,0.2,2.7743077 +23.271574,23.988638,-0.020358874,406.18954,420000.0,1034.0,26250.0,,122880.0,0.00022,0.2,2.7743077 +23.271574,23.971563,-0.010431273,388.08664,430000.0,1108.0,26875.0,,133120.0,0.00022,0.2,2.7683554 +23.208765,23.953823,-0.010431273,396.0396,440000.0,1111.0,27500.0,,133120.0,0.00022,0.2,2.7683554 +23.120094,23.934875,-0.010431273,403.58743,450000.0,1115.0,28125.0,,133120.0,0.00022,0.2,2.7683554 +23.120094,23.916769,-0.007472042,386.23007,460000.0,1191.0,28750.0,,143360.0,0.00022,0.2,2.7755504 +23.0171,23.897211,-0.007472042,393.30545,470000.0,1195.0,29375.0,,143360.0,0.00022,0.2,2.7755504 +23.0171,23.878485,-0.007472042,400.33362,480000.0,1199.0,30000.0,,143360.0,0.00022,0.2,2.7755504 +22.912432,23.85836,-0.007472042,407.6539,490000.0,1202.0,30625.0,,143360.0,0.00022,0.2,2.7755504 +22.834654,23.837467,-0.010186077,391.54266,500000.0,1277.0,31250.0,,153600.0,0.00022,0.2,2.763661 +22.834654,23.81741,-0.010186077,398.12646,510000.0,1281.0,31875.0,,153600.0,0.00022,0.2,2.763661 +22.713964,23.795774,-0.010186077,404.98444,520000.0,1284.0,32500.0,,153600.0,0.00022,0.2,2.763661 +22.6665,23.774057,-0.004131434,390.27982,530000.0,1358.0,33125.0,,163840.0,0.00022,0.2,2.7604444 +22.6665,23.75316,-0.004131434,396.47577,540000.0,1362.0,33750.0,,163840.0,0.00022,0.2,2.7604444 +22.78983,23.73532,-0.004131434,402.63544,550000.0,1366.0,34375.0,,163840.0,0.00022,0.2,2.7604444 +22.78983,23.71813,-0.009645589,389.15915,560000.0,1439.0,35000.0,,174080.0,0.00022,0.2,2.7632666 +22.895727,23.703445,-0.009645589,395.0104,570000.0,1443.0,35625.0,,174080.0,0.00022,0.2,2.7632666 +23.021868,23.691488,-0.009645589,401.1065,580000.0,1446.0,36250.0,,174080.0,0.00022,0.2,2.7632666 +23.021868,23.679943,-0.008089328,388.41342,590000.0,1519.0,36875.0,,184320.0,0.00022,0.2,2.743708 +23.080187,23.669777,-0.008089328,393.9593,600000.0,1523.0,37500.0,,184320.0,0.00022,0.2,2.743708 +23.331173,23.664133,-0.008089328,399.4761,610000.0,1527.0,38125.0,,184320.0,0.00022,0.2,2.743708 +23.331173,23.658676,-0.008089328,405.22876,620000.0,1530.0,38750.0,,184320.0,0.00022,0.2,2.743708 +23.279127,23.652554,-0.0070168898,392.52338,630000.0,1605.0,39375.0,,194560.0,0.00022,0.2,2.7127156 +23.279127,23.646626,-0.0070168898,397.76257,640000.0,1609.0,40000.0,,194560.0,0.00022,0.2,2.7127156 +23.036848,23.637098,-0.0070168898,402.97583,650000.0,1613.0,40625.0,,194560.0,0.00022,0.2,2.7127156 +22.979828,23.626987,-0.0141603425,390.76376,660000.0,1689.0,41250.0,,204800.0,0.00022,0.2,2.7014704 +22.979828,23.617182,-0.0141603425,395.7472,670000.0,1693.0,41875.0,,204800.0,0.00022,0.2,2.7014704 +22.905321,23.606556,-0.0141603425,400.70712,680000.0,1697.0,42500.0,,204800.0,0.00022,0.2,2.7014704 +22.862532,23.595615,-0.016537417,390.05087,690000.0,1769.0,43125.0,,215040.0,0.00022,0.2,2.705908 +22.862532,23.584991,-0.016537417,394.81107,700000.0,1773.0,43750.0,,215040.0,0.00022,0.2,2.705908 +22.681814,23.572088,-0.016537417,399.77478,710000.0,1776.0,44375.0,,215040.0,0.00022,0.2,2.705908 +22.681814,23.55955,-0.016537417,404.4944,720000.0,1780.0,45000.0,,215040.0,0.00022,0.2,2.705908 +22.683065,23.547377,0.016582755,393.74326,730000.0,1854.0,45625.0,,225280.0,0.00022,0.2,2.7073255 +22.75468,23.536518,0.016582755,398.4922,740000.0,1857.0,46250.0,,225280.0,0.00022,0.2,2.7073255 +22.75468,23.525951,0.016582755,403.00912,750000.0,1861.0,46875.0,,225280.0,0.00022,0.2,2.7073255 +22.901379,23.517624,-0.008163944,392.56198,760000.0,1936.0,47500.0,,235520.0,0.00022,0.2,2.715911 +22.894312,23.509422,-0.008163944,397.1119,770000.0,1939.0,48125.0,,235520.0,0.00022,0.2,2.715911 +22.894312,23.501432,-0.008163944,401.44107,780000.0,1943.0,48750.0,,235520.0,0.00022,0.2,2.715911 +23.021172,23.495275,-0.0034349288,391.2828,790000.0,2019.0,49375.0,,245760.0,0.00022,0.2,2.7057424 +23.021172,23.489277,-0.0034349288,395.4523,800000.0,2023.0,50000.0,,245760.0,0.00022,0.2,2.7057424 +23.161243,23.485176,-0.0034349288,399.80258,810000.0,2026.0,50625.0,,245760.0,0.00022,0.2,2.7057424 +23.097715,23.480392,-0.015652236,390.4762,820000.0,2100.0,51250.0,,256000.0,0.00022,0.2,2.7025075 +23.097715,23.475725,-0.015652236,394.4867,830000.0,2104.0,51875.0,,256000.0,0.00022,0.2,2.7025075 +23.245558,23.472952,-0.015652236,398.48196,840000.0,2108.0,52500.0,,256000.0,0.00022,0.2,2.7025075 +23.18065,23.469473,-0.015652236,402.65277,850000.0,2111.0,53125.0,,256000.0,0.00022,0.2,2.7025075 +23.18065,23.466074,-0.00666807,393.23273,860000.0,2187.0,53750.0,,266240.0,0.00022,0.2,2.711835 +23.32776,23.464466,-0.00666807,397.26028,870000.0,2190.0,54375.0,,266240.0,0.00022,0.2,2.711835 +23.32776,23.462894,-0.00666807,401.0939,880000.0,2194.0,55000.0,,266240.0,0.00022,0.2,2.711835 +23.471264,23.46299,-0.005802185,392.0705,890000.0,2270.0,55625.0,,276480.0,0.00022,0.2,2.7052774 +23.62886,23.464855,-0.005802185,395.77835,900000.0,2274.0,56250.0,,276480.0,0.00022,0.2,2.7052774 +23.62886,23.466677,-0.005802185,399.64865,910000.0,2277.0,56875.0,,276480.0,0.00022,0.2,2.7052774 +23.933714,23.47181,-0.0018210349,391.32285,920000.0,2351.0,57500.0,,286720.0,0.00022,0.2,2.7036653 +23.9919,23.477463,-0.0018210349,394.90445,930000.0,2355.0,58125.0,,286720.0,0.00022,0.2,2.7036653 +23.9919,23.482994,-0.0018210349,398.47394,940000.0,2359.0,58750.0,,286720.0,0.00022,0.2,2.7036653 +24.135735,23.489939,-0.0018210349,402.20154,950000.0,2362.0,59375.0,,286720.0,0.00022,0.2,2.7036653 +24.135735,23.496737,-0.004813978,394.08868,960000.0,2436.0,60000.0,,296960.0,0.00022,0.2,2.7142026 +24.472803,23.506905,-0.004813978,397.70398,970000.0,2439.0,60625.0,,296960.0,0.00022,0.2,2.7142026 +24.619534,23.518375,-0.004813978,401.14612,980000.0,2443.0,61250.0,,296960.0,0.00022,0.2,2.7142026 +24.619534,23.529613,-0.0023127801,393.1692,990000.0,2518.0,61875.0,,307200.0,0.00022,0.2,2.7271545 +24.810183,23.54255,-0.0023127801,396.5107,1000000.0,2522.0,62500.0,,307200.0,0.00022,0.2,2.7271545 +25.136663,23.558489,-0.0023127801,399.84164,1010000.0,2526.0,63125.0,,307200.0,0.00022,0.2,2.7271545 +25.136663,23.572115,-0.00021854711,392.15686,1020000.0,2601.0,63750.0,,317440.0,0.00022,0.2,2.7391791 +25.444206,23.588814,-0.00021854711,395.39346,1030000.0,2605.0,64375.0,,317440.0,0.00022,0.2,2.7391791 +25.444206,23.55617,-0.00021854711,398.773,1040000.0,2608.0,65000.0,,317440.0,0.00022,0.2,2.7391791 +25.560259,23.571291,-0.008213621,391.49887,1050000.0,2682.0,65625.0,,327680.0,0.00022,0.2,2.7484965 +25.71958,23.588003,-0.008213621,394.63885,1060000.0,2686.0,66250.0,,327680.0,0.00022,0.2,2.7484965 +25.71958,23.613876,-0.008213621,397.76953,1070000.0,2690.0,66875.0,,327680.0,0.00022,0.2,2.7484965 +26.285366,23.64541,-0.008213621,400.89087,1080000.0,2694.0,67500.0,,327680.0,0.00022,0.2,2.7484965 +26.623438,23.677702,-0.007308777,393.78613,1090000.0,2768.0,68125.0,,337920.0,0.00022,0.2,2.7577424 +26.623438,23.710949,-0.007308777,396.8254,1100000.0,2772.0,68750.0,,337920.0,0.00022,0.2,2.7577424 +26.802155,23.745983,-0.007308777,400.0,1110000.0,2775.0,69375.0,,337920.0,0.00022,0.2,2.7577424 +26.802155,23.78032,-0.009370147,392.8446,1120000.0,2851.0,70000.0,,348160.0,0.00022,0.2,2.7558455 +26.793785,23.820059,-0.009370147,395.79684,1130000.0,2855.0,70625.0,,348160.0,0.00022,0.2,2.7558455 +27.062807,23.86249,-0.009370147,398.88034,1140000.0,2858.0,71250.0,,348160.0,0.00022,0.2,2.7558455 +27.062807,23.894775,-0.0072801285,392.09,1150000.0,2933.0,71875.0,,358400.0,0.00022,0.2,2.7185776 +27.020687,23.926641,-0.0072801285,394.96085,1160000.0,2937.0,72500.0,,358400.0,0.00022,0.2,2.7185776 +26.756296,23.942793,-0.0072801285,397.9592,1170000.0,2940.0,73125.0,,358400.0,0.00022,0.2,2.7185776 +26.756296,23.960878,-0.020875568,391.50632,1180000.0,3014.0,73750.0,,368640.0,0.00022,0.2,2.7246664 +27.369154,23.98509,-0.020875568,394.30087,1190000.0,3018.0,74375.0,,368640.0,0.00022,0.2,2.7246664 +27.369154,24.011005,-0.020875568,397.21945,1200000.0,3021.0,75000.0,,368640.0,0.00022,0.2,2.7246664 +26.936228,24.030674,-0.020875568,400.0,1210000.0,3025.0,75625.0,,368640.0,0.00022,0.2,2.7246664 +27.148499,24.052465,-0.040192366,393.80246,1220000.0,3098.0,76250.0,,378880.0,0.00022,0.2,2.7034273 +27.148499,24.080793,-0.040192366,396.51837,1230000.0,3102.0,76875.0,,378880.0,0.00022,0.2,2.7034273 +26.98781,24.107512,-0.040192366,399.35587,1240000.0,3105.0,77500.0,,378880.0,0.00022,0.2,2.7034273 +26.53087,24.13061,-0.045485985,393.08176,1250000.0,3180.0,78125.0,,389120.0,0.00022,0.2,2.7048593 +26.53087,24.15578,-0.045485985,395.72864,1260000.0,3184.0,78750.0,,389120.0,0.00022,0.2,2.7048593 +26.503656,24.18068,-0.045485985,398.3689,1270000.0,3188.0,79375.0,,389120.0,0.00022,0.2,2.7048593 +26.503656,24.205524,-0.04240221,392.15686,1280000.0,3264.0,80000.0,,399360.0,0.00022,0.2,2.7120037 +25.923826,24.22582,-0.04240221,394.85767,1290000.0,3267.0,80625.0,,399360.0,0.00022,0.2,2.7120037 +25.96628,24.246544,-0.04240221,397.43198,1300000.0,3271.0,81250.0,,399360.0,0.00022,0.2,2.7120037 +25.96628,24.266651,-0.04240221,400.12216,1310000.0,3274.0,81875.0,,399360.0,0.00022,0.2,2.7120037 +25.881592,24.285912,-0.050220992,394.14752,1320000.0,3349.0,82500.0,,409600.0,0.00022,0.2,2.7314515 +27.717916,24.325367,-0.050220992,396.6597,1330000.0,3353.0,83125.0,,409600.0,0.00022,0.2,2.7314515 +27.717916,24.364311,-0.050220992,399.28485,1340000.0,3356.0,83750.0,,409600.0,0.00022,0.2,2.7314515 +29.26967,24.418774,-0.044700846,393.47128,1350000.0,3431.0,84375.0,,419840.0,0.00022,0.2,2.746402 +29.26967,24.474571,-0.044700846,395.92432,1360000.0,3435.0,85000.0,,419840.0,0.00022,0.2,2.746402 +31.006721,24.549383,-0.044700846,398.4875,1370000.0,3438.0,85625.0,,419840.0,0.00022,0.2,2.746402 +31.8744,24.632872,-0.042385764,392.9385,1380000.0,3512.0,86250.0,,430080.0,0.00022,0.2,2.760336 +31.8744,24.716404,-0.042385764,395.3356,1390000.0,3516.0,86875.0,,430080.0,0.00022,0.2,2.760336 +33.803165,24.819223,-0.042385764,397.72726,1400000.0,3520.0,87500.0,,430080.0,0.00022,0.2,2.760336 +35.52499,24.940252,-0.03859351,392.2114,1410000.0,3595.0,88125.0,,440320.0,0.00022,0.2,2.7681127 +35.52499,25.062782,-0.03859351,394.55405,1420000.0,3599.0,88750.0,,440320.0,0.00022,0.2,2.7681127 +37.29156,25.202984,-0.03859351,397.00168,1430000.0,3602.0,89375.0,,440320.0,0.00022,0.2,2.7681127 +37.29156,25.34381,-0.03859351,399.33444,1440000.0,3606.0,90000.0,,440320.0,0.00022,0.2,2.7681127 +39.645195,25.50906,-0.03203981,393.9147,1450000.0,3681.0,90625.0,,450560.0,0.00022,0.2,2.776329 +40.716286,25.685024,-0.03203981,396.2008,1460000.0,3685.0,91250.0,,450560.0,0.00022,0.2,2.776329 +40.716286,25.862017,-0.03203981,398.59003,1470000.0,3688.0,91875.0,,450560.0,0.00022,0.2,2.776329 +41.13536,26.043198,-0.04018564,393.19873,1480000.0,3764.0,92500.0,,460800.0,0.00022,0.2,2.782992 +43.650177,26.250576,-0.04018564,395.54022,1490000.0,3767.0,93125.0,,460800.0,0.00022,0.2,2.782992 +43.650177,26.45873,-0.04018564,397.878,1500000.0,3770.0,93750.0,,460800.0,0.00022,0.2,2.782992 +44.05253,26.670908,-0.038771886,392.6157,1510000.0,3846.0,94375.0,,471040.0,0.00022,0.2,2.7660851 +44.05253,26.884296,-0.038771886,394.8052,1520000.0,3850.0,95000.0,,471040.0,0.00022,0.2,2.7660851 +45.44181,27.11205,-0.038771886,396.99014,1530000.0,3854.0,95625.0,,471040.0,0.00022,0.2,2.7660851 +45.940994,27.344793,-0.038771886,399.27405,1540000.0,3857.0,96250.0,,471040.0,0.00022,0.2,2.7660851 +45.940994,27.576305,-0.030621653,394.1012,1550000.0,3933.0,96875.0,,481280.0,0.00022,0.2,2.7746973 +48.902744,27.837435,-0.030621653,396.34146,1560000.0,3936.0,97500.0,,481280.0,0.00022,0.2,2.7746973 +52.24528,28.13093,-0.030621653,398.47714,1570000.0,3940.0,98125.0,,481280.0,0.00022,0.2,2.7746973 +52.24528,28.423164,-0.032515854,393.6223,1580000.0,4014.0,98750.0,,491520.0,0.00022,0.2,2.7672205 +54.14077,28.734358,-0.032515854,395.81778,1590000.0,4017.0,99375.0,,491520.0,0.00022,0.2,2.7672205 +54.14077,29.04496,-0.032515854,398.00995,1600000.0,4020.0,100000.0,,491520.0,0.00022,0.2,2.7672205 +59.075954,29.402407,-0.029921282,393.25842,1610000.0,4094.0,100625.0,,501760.0,0.00022,0.2,2.7842784 +63.21262,29.801224,-0.029921282,395.3148,1620000.0,4098.0,101250.0,,501760.0,0.00022,0.2,2.7842784 +63.21262,30.200556,-0.029921282,397.46402,1630000.0,4101.0,101875.0,,501760.0,0.00022,0.2,2.7842784 +67.97893,30.647556,-0.03693101,392.81436,1640000.0,4175.0,102500.0,,512000.0,0.00022,0.2,2.8076603 +78.370346,31.200891,-0.03693101,394.8313,1650000.0,4179.0,103125.0,,512000.0,0.00022,0.2,2.8076603 +78.370346,31.754797,-0.03693101,396.93927,1660000.0,4182.0,103750.0,,512000.0,0.00022,0.2,2.8076603 +88.949066,32.414486,-0.03693101,398.94888,1670000.0,4186.0,104375.0,,512000.0,0.00022,0.2,2.8076603 +88.949066,33.07492,-0.038419902,394.27365,1680000.0,4261.0,105000.0,,522240.0,0.00022,0.2,2.8081415 +103.31735,33.87947,-0.038419902,396.24854,1690000.0,4265.0,105625.0,,522240.0,0.00022,0.2,2.8081415 +116.44859,34.81533,-0.038419902,398.31302,1700000.0,4268.0,106250.0,,522240.0,0.00022,0.2,2.8081415 +116.44859,35.752995,-0.059325304,393.64642,1710000.0,4344.0,106875.0,,532480.0,0.00022,0.2,2.8358247 +131.07657,36.83695,-0.059325304,395.67517,1720000.0,4347.0,107500.0,,532480.0,0.00022,0.2,2.8358247 +143.27478,38.042866,-0.059325304,397.60974,1730000.0,4351.0,108125.0,,532480.0,0.00022,0.2,2.8358247 +143.27478,39.248066,-0.06501373,393.22034,1740000.0,4425.0,108750.0,,542720.0,0.00022,0.2,2.856402 +152.46053,40.545128,-0.06501373,395.12305,1750000.0,4429.0,109375.0,,542720.0,0.00022,0.2,2.856402 +152.46053,41.840717,-0.06501373,397.1119,1760000.0,4432.0,110000.0,,542720.0,0.00022,0.2,2.856402 +162.37807,43.23555,-0.06947329,392.8096,1770000.0,4506.0,110625.0,,552960.0,0.00022,0.2,2.868822 +168.17174,44.688324,-0.06947329,394.76602,1780000.0,4509.0,111250.0,,552960.0,0.00022,0.2,2.868822 +168.17174,46.139835,-0.06947329,396.71985,1790000.0,4512.0,111875.0,,552960.0,0.00022,0.2,2.868822 +173.26634,47.642284,-0.06947329,398.67108,1800000.0,4515.0,112500.0,,552960.0,0.00022,0.2,2.868822 +172.9056,49.139725,-0.0719546,394.16376,1810000.0,4592.0,113125.0,,563200.0,0.00022,0.2,2.8985217 +172.9056,50.637806,-0.0719546,396.0827,1820000.0,4595.0,113750.0,,563200.0,0.00022,0.2,2.8985217 +176.23976,52.169228,-0.0719546,397.9991,1830000.0,4598.0,114375.0,,563200.0,0.00022,0.2,2.8985217 +176.23976,53.69917,-0.07276123,393.75134,1840000.0,4673.0,115000.0,,573440.0,0.00022,0.2,2.9280128 +182.15926,55.288956,-0.07276123,395.6373,1850000.0,4676.0,115625.0,,573440.0,0.00022,0.2,2.9280128 +184.17278,56.898876,-0.07276123,397.52084,1860000.0,4679.0,116250.0,,573440.0,0.00022,0.2,2.9280128 +184.17278,58.507328,-0.07454679,393.35297,1870000.0,4754.0,116875.0,,583680.0,0.00022,0.2,2.9396844 +186.06462,60.134693,-0.07454679,395.20706,1880000.0,4757.0,117500.0,,583680.0,0.00022,0.2,2.9396844 +189.89221,61.7989,-0.07454679,396.97543,1890000.0,4761.0,118125.0,,583680.0,0.00022,0.2,2.9396844 +189.89221,63.461533,-0.07454679,398.82452,1900000.0,4764.0,118750.0,,583680.0,0.00022,0.2,2.9396844 +199.3453,65.218704,-0.07601798,394.70966,1910000.0,4839.0,119375.0,,593920.0,0.00022,0.2,2.9305968 +199.3453,66.97281,-0.07601798,396.53036,1920000.0,4842.0,120000.0,,593920.0,0.00022,0.2,2.9305968 +203.97772,68.772675,-0.07601798,398.34882,1930000.0,4845.0,120625.0,,593920.0,0.00022,0.2,2.9305968 +208.612,70.61887,-0.07503534,394.22882,1940000.0,4921.0,121250.0,,604160.0,0.00022,0.2,2.9216862 +208.612,72.46364,-0.07503534,396.0195,1950000.0,4924.0,121875.0,,604160.0,0.00022,0.2,2.9216862 +213.49985,74.35728,-0.07503534,397.80798,1960000.0,4927.0,122500.0,,604160.0,0.00022,0.2,2.9216862 +218.3882,76.29643,-0.07462485,393.84247,1970000.0,5002.0,123125.0,,614400.0,0.00022,0.2,2.9042387 +218.3882,78.23412,-0.07462485,395.52536,1980000.0,5006.0,123750.0,,614400.0,0.00022,0.2,2.9042387 +221.4919,80.20285,-0.07462485,397.2056,1990000.0,5010.0,124375.0,,614400.0,0.00022,0.2,2.9042387 +221.4919,82.169655,-0.075771615,393.31366,2000000.0,5085.0,125000.0,,624640.0,0.00022,0.2,2.8945873 +225.01051,84.168396,-0.075771615,395.04718,2010000.0,5088.0,125625.0,,624640.0,0.00022,0.2,2.8945873 +228.0695,86.19772,-0.075771615,396.7007,2020000.0,5092.0,126250.0,,624640.0,0.00022,0.2,2.8945873 +228.0695,88.22398,-0.075771615,398.42984,2030000.0,5095.0,126875.0,,624640.0,0.00022,0.2,2.8945873 +230.94768,90.279015,-0.07555596,394.58414,2040000.0,5170.0,127500.0,,634880.0,0.00022,0.2,2.8585777 +230.94768,92.33289,-0.07555596,396.21182,2050000.0,5174.0,128125.0,,634880.0,0.00022,0.2,2.8585777 +234.0745,94.416435,-0.07555596,397.91385,2060000.0,5177.0,128750.0,,634880.0,0.00022,0.2,2.8585777 +238.18459,96.541084,-0.07371121,394.13556,2070000.0,5252.0,129375.0,,645120.0,0.00022,0.2,2.8549805 +238.18459,98.66008,-0.07371121,395.8135,2080000.0,5255.0,130000.0,,645120.0,0.00022,0.2,2.8549805 +242.0008,100.81386,-0.07371121,397.41397,2090000.0,5259.0,130625.0,,645120.0,0.00022,0.2,2.8549805 +245.54486,103.003075,-0.07400959,393.62698,2100000.0,5335.0,131250.0,,655360.0,0.00022,0.2,2.8340452 +245.54486,105.190506,-0.07400959,395.27914,2110000.0,5338.0,131875.0,,655360.0,0.00022,0.2,2.8340452 +248.5518,107.408005,-0.07400959,396.8551,2120000.0,5342.0,132500.0,,655360.0,0.00022,0.2,2.8340452 +248.5518,109.62558,-0.07310387,393.3518,2130000.0,5415.0,133125.0,,665600.0,0.00022,0.2,2.81328 +251.53128,111.87026,-0.07310387,394.9068,2140000.0,5419.0,133750.0,,665600.0,0.00022,0.2,2.81328 +254.84831,114.14812,-0.07310387,396.45953,2150000.0,5423.0,134375.0,,665600.0,0.00022,0.2,2.81328 +254.84831,116.42641,-0.07310387,398.0833,2160000.0,5426.0,135000.0,,665600.0,0.00022,0.2,2.81328 +256.2315,118.72115,-0.07192221,394.33035,2170000.0,5503.0,135625.0,,675840.0,0.00022,0.2,2.8232288 +258.7546,121.04113,-0.07192221,395.8598,2180000.0,5507.0,136250.0,,675840.0,0.00022,0.2,2.8232288 +258.7546,123.35499,-0.07192221,397.45917,2190000.0,5510.0,136875.0,,675840.0,0.00022,0.2,2.8232288 +260.7413,125.68871,-0.07280909,393.84174,2200000.0,5586.0,137500.0,,686080.0,0.00022,0.2,2.818468 +260.7413,128.02676,-0.07280909,395.4196,2210000.0,5589.0,138125.0,,686080.0,0.00022,0.2,2.818468 +263.2939,130.3882,-0.07280909,396.9957,2220000.0,5592.0,138750.0,,686080.0,0.00022,0.2,2.818468 +266.52383,132.78195,-0.071335725,393.29807,2230000.0,5670.0,139375.0,,696320.0,0.00022,0.2,2.790142 +266.52383,135.1773,-0.071335725,394.8528,2240000.0,5673.0,140000.0,,696320.0,0.00022,0.2,2.790142 +268.79782,137.59998,-0.071335725,396.4059,2250000.0,5676.0,140625.0,,696320.0,0.00022,0.2,2.790142 +270.737,140.04205,-0.071335725,397.9574,2260000.0,5679.0,141250.0,,696320.0,0.00022,0.2,2.790142 +270.737,142.48439,-0.07146756,394.3711,2270000.0,5756.0,141875.0,,706560.0,0.00022,0.2,2.789975 +272.038,144.93973,-0.07146756,395.97083,2280000.0,5758.0,142500.0,,706560.0,0.00022,0.2,2.789975 +272.038,147.40088,-0.07146756,397.50043,2290000.0,5761.0,143125.0,,706560.0,0.00022,0.2,2.789975 +274.25888,149.8838,-0.071167104,393.97055,2300000.0,5838.0,143750.0,,716800.0,0.00022,0.2,2.79103 +275.6734,152.38087,-0.071167104,395.48022,2310000.0,5841.0,144375.0,,716800.0,0.00022,0.2,2.79103 +275.6734,154.87878,-0.071167104,396.98837,2320000.0,5844.0,145000.0,,716800.0,0.00022,0.2,2.79103 +276.41388,157.36575,-0.07171902,393.5811,2330000.0,5920.0,145625.0,,727040.0,0.00022,0.2,2.7845998 +277.44147,159.86299,-0.07171902,395.07007,2340000.0,5923.0,146250.0,,727040.0,0.00022,0.2,2.7845998 +277.44147,162.34471,-0.07171902,396.49063,2350000.0,5927.0,146875.0,,727040.0,0.00022,0.2,2.7845998 +279.26572,164.84465,-0.0703605,393.13678,2360000.0,6003.0,147500.0,,737280.0,0.00022,0.2,2.7786355 +279.26572,167.32724,-0.0703605,394.6054,2370000.0,6006.0,148125.0,,737280.0,0.00022,0.2,2.7786355 +280.2401,169.8109,-0.0703605,396.00665,2380000.0,6010.0,148750.0,,737280.0,0.00022,0.2,2.7786355 +280.87112,172.30087,-0.0703605,397.47214,2390000.0,6013.0,149375.0,,737280.0,0.00022,0.2,2.7786355 +280.87112,174.77155,-0.07034259,394.2829,2400000.0,6087.0,150000.0,,747520.0,0.00022,0.2,2.7859125 +281.78418,177.23415,-0.07034259,395.7307,2410000.0,6090.0,150625.0,,747520.0,0.00022,0.2,2.7859125 +282.09613,179.69986,-0.07034259,397.1119,2420000.0,6094.0,151250.0,,747520.0,0.00022,0.2,2.7859125 +282.09613,182.14789,-0.07037174,393.84116,2430000.0,6170.0,151875.0,,757760.0,0.00022,0.2,2.7888293 +283.25363,184.60754,-0.07037174,395.2057,2440000.0,6174.0,152500.0,,757760.0,0.00022,0.2,2.7888293 +283.25363,187.0436,-0.07037174,396.63266,2450000.0,6177.0,153125.0,,757760.0,0.00022,0.2,2.7888293 +283.5727,189.47217,-0.07113596,393.6,2460000.0,6250.0,153750.0,,768000.0,0.00022,0.2,2.791596 +284.95636,191.9146,-0.07113596,394.94724,2470000.0,6254.0,154375.0,,768000.0,0.00022,0.2,2.791596 +284.95636,194.3528,-0.07113596,396.35608,2480000.0,6257.0,155000.0,,768000.0,0.00022,0.2,2.791596 +286.53165,196.78162,-0.07113596,397.70004,2490000.0,6261.0,155625.0,,768000.0,0.00022,0.2,2.791596 +287.91928,199.22432,-0.0713817,394.633,2500000.0,6335.0,156250.0,,778240.0,0.00022,0.2,2.8100116 +287.91928,201.66296,-0.0713817,395.96152,2510000.0,6339.0,156875.0,,778240.0,0.00022,0.2,2.8100116 +289.75705,204.12,-0.0713817,397.28836,2520000.0,6343.0,157500.0,,778240.0,0.00022,0.2,2.8100116 +289.75705,206.56319,-0.07111512,394.26523,2530000.0,6417.0,158125.0,,788480.0,0.00022,0.2,2.79402 +291.32092,209.01697,-0.07111512,395.63864,2540000.0,6420.0,158750.0,,788480.0,0.00022,0.2,2.79402 +292.68436,211.48438,-0.07111512,396.88715,2550000.0,6425.0,159375.0,,788480.0,0.00022,0.2,2.79402 +292.68436,213.92218,-0.070678376,393.96738,2560000.0,6498.0,160000.0,,798720.0,0.00022,0.2,2.8017254 +293.95377,216.33926,-0.070678376,395.263,2570000.0,6502.0,160625.0,,798720.0,0.00022,0.2,2.8017254 +294.2919,218.7597,-0.070678376,396.55704,2580000.0,6506.0,161250.0,,798720.0,0.00022,0.2,2.8017254 +294.2919,221.16122,-0.070447825,393.67685,2590000.0,6579.0,161875.0,,808960.0,0.00022,0.2,2.8285341 +295.22345,223.57207,-0.070447825,394.9567,2600000.0,6583.0,162500.0,,808960.0,0.00022,0.2,2.8285341 +295.22345,225.93353,-0.070447825,396.23502,2610000.0,6587.0,163125.0,,808960.0,0.00022,0.2,2.8285341 +295.76514,228.25908,-0.070447825,397.51175,2620000.0,6591.0,163750.0,,808960.0,0.00022,0.2,2.8285341 +295.79224,230.58488,-0.07105459,394.65787,2630000.0,6664.0,164375.0,,819200.0,0.00022,0.2,2.8074324 +295.79224,232.86305,-0.07105459,395.9208,2640000.0,6668.0,165000.0,,819200.0,0.00022,0.2,2.8074324 +295.71555,235.03648,-0.07105459,397.18225,2650000.0,6672.0,165625.0,,819200.0,0.00022,0.2,2.8074324 +296.9668,237.22244,-0.07058893,394.3662,2660000.0,6745.0,166250.0,,829440.0,0.00022,0.2,2.8253987 +296.9668,239.30261,-0.07058893,395.61417,2670000.0,6749.0,166875.0,,829440.0,0.00022,0.2,2.8253987 +297.05673,241.3837,-0.07058893,396.86066,2680000.0,6753.0,167500.0,,829440.0,0.00022,0.2,2.8253987 +297.05673,243.32109,-0.07092499,394.1392,2690000.0,6825.0,168125.0,,839680.0,0.00022,0.2,2.8151164 +296.81256,245.12471,-0.07092499,395.3148,2700000.0,6830.0,168750.0,,839680.0,0.00022,0.2,2.8151164 +297.25983,246.93283,-0.07092499,396.5467,2710000.0,6834.0,169375.0,,839680.0,0.00022,0.2,2.8151164 +297.25983,248.59467,-0.07029987,393.6894,2720000.0,6909.0,170000.0,,849920.0,0.00022,0.2,2.8277626 +298.02692,250.14218,-0.07029987,394.90814,2730000.0,6913.0,170625.0,,849920.0,0.00022,0.2,2.8277626 +298.17642,251.69121,-0.07029987,396.06824,2740000.0,6918.0,171250.0,,849920.0,0.00022,0.2,2.8277626 +298.17642,253.14835,-0.07029987,397.28403,2750000.0,6922.0,171875.0,,849920.0,0.00022,0.2,2.8277626 +298.97464,254.6135,-0.07069566,394.56754,2760000.0,6995.0,172500.0,,860160.0,0.00022,0.2,2.8328388 +298.97464,255.97945,-0.07069566,395.7143,2770000.0,7000.0,173125.0,,860160.0,0.00022,0.2,2.8328388 +298.67633,257.28452,-0.07069566,396.91605,2780000.0,7004.0,173750.0,,860160.0,0.00022,0.2,2.8328388 +298.74753,258.5903,-0.070490584,394.17914,2790000.0,7078.0,174375.0,,870400.0,0.00022,0.2,2.8539617 +298.74753,259.8451,-0.070490584,395.36853,2800000.0,7082.0,175000.0,,870400.0,0.00022,0.2,2.8539617 +298.59467,261.102,-0.070490584,396.55658,2810000.0,7086.0,175625.0,,870400.0,0.00022,0.2,2.8539617 +297.89697,262.3519,-0.070787184,393.85474,2820000.0,7160.0,176250.0,,880640.0,0.00022,0.2,2.8848739 +297.89697,263.56845,-0.070787184,394.9756,2830000.0,7165.0,176875.0,,880640.0,0.00022,0.2,2.8848739 +298.20523,264.78812,-0.070787184,396.1501,2840000.0,7169.0,177500.0,,880640.0,0.00022,0.2,2.8848739 +298.20523,265.94858,-0.070787184,397.3233,2850000.0,7173.0,178125.0,,880640.0,0.00022,0.2,2.8848739 +297.71683,267.084,-0.07189024,394.64606,2860000.0,7247.0,178750.0,,890880.0,0.00022,0.2,2.9315395 +298.07278,268.22302,-0.07189024,395.86206,2870000.0,7250.0,179375.0,,890880.0,0.00022,0.2,2.9315395 +298.07278,269.34308,-0.07189024,397.02234,2880000.0,7254.0,180000.0,,890880.0,0.00022,0.2,2.9315395 +298.32272,270.42737,-0.07310359,394.2701,2890000.0,7330.0,180625.0,,901120.0,0.00022,0.2,2.9721932 +298.76318,271.51608,-0.07310359,395.47253,2900000.0,7333.0,181250.0,,901120.0,0.00022,0.2,2.9721932 +298.76318,272.51028,-0.07310359,396.61987,2910000.0,7337.0,181875.0,,901120.0,0.00022,0.2,2.9721932 +299.7413,273.51428,-0.07425277,394.06207,2920000.0,7410.0,182500.0,,911360.0,0.00022,0.2,2.9755874 +299.7413,274.47192,-0.07425277,395.19827,2930000.0,7414.0,183125.0,,911360.0,0.00022,0.2,2.9755874 +300.16183,275.3874,-0.07425277,396.33325,2940000.0,7418.0,183750.0,,911360.0,0.00022,0.2,2.9755874 +301.013,276.31143,-0.074397124,393.8059,2950000.0,7491.0,184375.0,,921600.0,0.00022,0.2,2.9880667 +301.013,277.18655,-0.074397124,394.92996,2960000.0,7495.0,185000.0,,921600.0,0.00022,0.2,2.9880667 +301.1229,278.01392,-0.074397124,396.0528,2970000.0,7499.0,185625.0,,921600.0,0.00022,0.2,2.9880667 +301.37256,278.84375,-0.074397124,397.17447,2980000.0,7503.0,186250.0,,921600.0,0.00022,0.2,2.9880667 +301.37256,279.64255,-0.074225806,394.66736,2990000.0,7576.0,186875.0,,931840.0,0.00022,0.2,3.0117757 +301.3475,280.4411,-0.074225806,395.77835,3000000.0,7580.0,187500.0,,931840.0,0.00022,0.2,3.0117757 +301.3475,281.20447,-0.074225806,396.88818,3010000.0,7584.0,188125.0,,931840.0,0.00022,0.2,3.0117757 +301.4641,281.93842,-0.0753006,394.41034,3020000.0,7657.0,188750.0,,942080.0,0.00022,0.2,3.0563192 +301.4495,282.67224,-0.0753006,395.56137,3030000.0,7660.0,189375.0,,942080.0,0.00022,0.2,3.0563192 +301.4495,283.37723,-0.0753006,396.6597,3040000.0,7664.0,190000.0,,942080.0,0.00022,0.2,3.0563192 +301.27332,284.08047,-0.07604249,394.1587,3050000.0,7738.0,190625.0,,952320.0,0.00022,0.2,3.1059146 +301.2502,284.75223,-0.07604249,395.2467,3060000.0,7742.0,191250.0,,952320.0,0.00022,0.2,3.1059146 +301.2502,285.3829,-0.07604249,396.3336,3070000.0,7746.0,191875.0,,952320.0,0.00022,0.2,3.1059146 +301.60007,286.01706,-0.07604249,397.41934,3080000.0,7750.0,192500.0,,952320.0,0.00022,0.2,3.1059146 +301.60007,286.613,-0.077991925,394.93866,3090000.0,7824.0,193125.0,,962560.0,0.00022,0.2,3.127687 +301.77478,287.17532,-0.077991925,396.0649,3100000.0,7827.0,193750.0,,962560.0,0.00022,0.2,3.127687 +301.59665,287.73584,-0.077991925,397.1396,3110000.0,7831.0,194375.0,,962560.0,0.00022,0.2,3.127687 +301.59665,288.2663,-0.07907725,394.68692,3120000.0,7905.0,195000.0,,972800.0,0.00022,0.2,3.1546867 +301.2788,288.79355,-0.07907725,395.80173,3130000.0,7908.0,195625.0,,972800.0,0.00022,0.2,3.1546867 +301.553,289.29376,-0.07907725,396.8655,3140000.0,7912.0,196250.0,,972800.0,0.00022,0.2,3.1546867 +301.553,289.76083,-0.07901406,394.44028,3150000.0,7986.0,196875.0,,983040.0,0.00022,0.2,3.1798022 +301.82117,290.23056,-0.07901406,395.49435,3160000.0,7990.0,197500.0,,983040.0,0.00022,0.2,3.1798022 +301.82117,290.68643,-0.07901406,396.54742,3170000.0,7994.0,198125.0,,983040.0,0.00022,0.2,3.1798022 +301.76566,291.11655,-0.079434626,394.19858,3180000.0,8067.0,198750.0,,993280.0,0.00022,0.2,3.205477 +301.60226,291.545,-0.079434626,395.24222,3190000.0,8071.0,199375.0,,993280.0,0.00022,0.2,3.205477 +301.60226,291.9536,-0.079434626,396.28482,3200000.0,8075.0,200000.0,,993280.0,0.00022,0.2,3.205477 +302.2004,292.36823,-0.079434626,397.32642,3210000.0,8079.0,200625.0,,993280.0,0.00022,0.2,3.205477 +302.33426,292.75864,-0.08048763,394.94666,3220000.0,8153.0,201250.0,,1003520.0,0.00022,0.2,3.2252655 +302.33426,293.11673,-0.08048763,395.9789,3230000.0,8157.0,201875.0,,1003520.0,0.00022,0.2,3.2252655 +302.36584,293.47516,-0.08048763,397.01016,3240000.0,8161.0,202500.0,,1003520.0,0.00022,0.2,3.2252655 +302.36584,293.81085,-0.0798322,394.60904,3250000.0,8236.0,203125.0,,1013760.0,0.00022,0.2,3.2650986 +302.18106,294.12527,-0.0798322,395.63107,3260000.0,8240.0,203750.0,,1013760.0,0.00022,0.2,3.2650986 +302.35422,294.44144,-0.0798322,396.6521,3270000.0,8244.0,204375.0,,1013760.0,0.00022,0.2,3.2650986 +302.35422,294.7446,-0.081644095,394.32556,3280000.0,8318.0,205000.0,,1024000.0,0.00022,0.2,3.283701 +302.60852,295.05032,-0.081644095,395.33765,3290000.0,8322.0,205625.0,,1024000.0,0.00022,0.2,3.283701 +302.6524,295.33426,-0.081644095,396.3488,3300000.0,8326.0,206250.0,,1024000.0,0.00022,0.2,3.283701 +302.6524,295.60406,-0.08269423,394.0476,3310000.0,8400.0,206875.0,,1034240.0,0.00022,0.2,3.3210416 +302.76263,295.87494,-0.08269423,395.097,3320000.0,8403.0,207500.0,,1034240.0,0.00022,0.2,3.3210416 +302.76263,296.13843,-0.08269423,396.09848,3330000.0,8407.0,208125.0,,1034240.0,0.00022,0.2,3.3210416 +303.374,296.39774,-0.08269423,397.09903,3340000.0,8411.0,208750.0,,1034240.0,0.00022,0.2,3.3210416 +303.90143,296.66235,-0.08336679,394.8144,3350000.0,8485.0,209375.0,,1044480.0,0.00022,0.2,3.3479412 +303.90143,296.90872,-0.08336679,395.85297,3360000.0,8488.0,210000.0,,1044480.0,0.00022,0.2,3.3479412 +303.90015,297.1551,-0.08336679,396.8441,3370000.0,8492.0,210625.0,,1044480.0,0.00022,0.2,3.3479412 +304.21674,297.39484,-0.08504007,394.6293,3380000.0,8565.0,211250.0,,1054720.0,0.00022,0.2,3.3643084 +304.21674,297.6283,-0.08504007,395.6121,3390000.0,8569.0,211875.0,,1054720.0,0.00022,0.2,3.3643084 +304.7468,297.86703,-0.08504007,396.59396,3400000.0,8573.0,212500.0,,1054720.0,0.00022,0.2,3.3643084 +304.7468,298.09665,-0.08519027,394.4933,3410000.0,8644.0,213125.0,,1064960.0,0.00022,0.2,3.3655941 +305.59348,298.33163,-0.08519027,395.42145,3420000.0,8649.0,213750.0,,1064960.0,0.00022,0.2,3.3655941 +306.08975,298.5716,-0.08519027,396.39432,3430000.0,8653.0,214375.0,,1064960.0,0.00022,0.2,3.3655941 +306.08975,298.79993,-0.08519027,397.3204,3440000.0,8658.0,215000.0,,1064960.0,0.00022,0.2,3.3655941 +306.24298,299.02985,-0.085461095,395.14374,3450000.0,8731.0,215625.0,,1075200.0,0.00022,0.2,3.374033 +306.6916,299.26102,-0.085461095,396.1076,3460000.0,8735.0,216250.0,,1075200.0,0.00022,0.2,3.374033 +306.6916,299.4784,-0.085461095,397.07062,3470000.0,8739.0,216875.0,,1075200.0,0.00022,0.2,3.374033 +307.24698,299.70126,-0.084402226,394.91602,3480000.0,8812.0,217500.0,,1085440.0,0.00022,0.2,3.3945591 +307.24698,299.90842,-0.084402226,395.87115,3490000.0,8816.0,218125.0,,1085440.0,0.00022,0.2,3.3945591 +307.52716,300.1045,-0.084402226,396.8254,3500000.0,8820.0,218750.0,,1085440.0,0.00022,0.2,3.3945591 +307.17395,300.29706,-0.08584337,394.69244,3510000.0,8893.0,219375.0,,1095680.0,0.00022,0.2,3.4081864 +307.17395,300.47122,-0.08584337,395.63898,3520000.0,8897.0,220000.0,,1095680.0,0.00022,0.2,3.4081864 +306.98297,300.6435,-0.08584337,396.58466,3530000.0,8901.0,220625.0,,1095680.0,0.00022,0.2,3.4081864 +306.8774,300.79904,-0.084670775,394.42896,3540000.0,8975.0,221250.0,,1105920.0,0.00022,0.2,3.4420366 +306.8774,300.94098,-0.084670775,395.36697,3550000.0,8979.0,221875.0,,1105920.0,0.00022,0.2,3.4420366 +306.7968,301.08212,-0.084670775,396.30414,3560000.0,8983.0,222500.0,,1105920.0,0.00022,0.2,3.4420366 +306.7968,301.21054,-0.084670775,397.28467,3570000.0,8986.0,223125.0,,1105920.0,0.00022,0.2,3.4420366 +306.8307,301.33594,-0.08518764,395.09988,3580000.0,9061.0,223750.0,,1116160.0,0.00022,0.2,3.4863486 +306.50357,301.45804,-0.08518764,396.0287,3590000.0,9065.0,224375.0,,1116160.0,0.00022,0.2,3.4863486 +306.50357,301.57086,-0.08518764,397.00043,3600000.0,9068.0,225000.0,,1116160.0,0.00022,0.2,3.4863486 +306.52216,301.68384,-0.086824276,394.7944,3610000.0,9144.0,225625.0,,1126400.0,0.00022,0.2,3.5052757 +306.58804,301.79208,-0.086824276,395.75818,3620000.0,9147.0,226250.0,,1126400.0,0.00022,0.2,3.5052757 +306.58804,301.90002,-0.086824276,396.67795,3630000.0,9151.0,226875.0,,1126400.0,0.00022,0.2,3.5052757 +306.89758,302.01108,-0.08963991,394.49442,3640000.0,9227.0,227500.0,,1136640.0,0.00022,0.2,3.5082994 +306.89758,302.12292,-0.08963991,395.40677,3650000.0,9231.0,228125.0,,1136640.0,0.00022,0.2,3.5082994 +306.90652,302.2223,-0.08963991,396.31836,3660000.0,9235.0,228750.0,,1136640.0,0.00022,0.2,3.5082994 +307.23544,302.325,-0.08963991,397.27213,3670000.0,9238.0,229375.0,,1136640.0,0.00022,0.2,3.5082994 +307.23544,302.4268,-0.08908492,395.14658,3680000.0,9313.0,230000.0,,1146880.0,0.00022,0.2,3.5169678 +307.65515,302.53275,-0.08908492,396.05023,3690000.0,9317.0,230625.0,,1146880.0,0.00022,0.2,3.5169678 +307.95773,302.64423,-0.08908492,396.9957,3700000.0,9320.0,231250.0,,1146880.0,0.00022,0.2,3.5169678 +307.95773,302.75116,-0.088498406,394.93292,3710000.0,9394.0,231875.0,,1157120.0,0.00022,0.2,3.5364237 +308.5045,302.86362,-0.088498406,395.8289,3720000.0,9398.0,232500.0,,1157120.0,0.00022,0.2,3.5364237 +308.5045,302.96838,-0.088498406,396.7241,3730000.0,9402.0,233125.0,,1157120.0,0.00022,0.2,3.5364237 +308.57803,303.07242,-0.087851636,394.59802,3740000.0,9478.0,233750.0,,1167360.0,0.00022,0.2,3.5632021 +309.1141,303.1818,-0.087851636,395.5279,3750000.0,9481.0,234375.0,,1167360.0,0.00022,0.2,3.5632021 +309.1141,303.28317,-0.087851636,396.4154,3760000.0,9485.0,235000.0,,1167360.0,0.00022,0.2,3.5632021 +309.23312,303.38577,-0.08944576,394.3102,3770000.0,9561.0,235625.0,,1177600.0,0.00022,0.2,3.5854802 +309.5427,303.49445,-0.08944576,395.1908,3780000.0,9565.0,236250.0,,1177600.0,0.00022,0.2,3.5854802 +309.5427,303.60242,-0.08944576,396.11203,3790000.0,9568.0,236875.0,,1177600.0,0.00022,0.2,3.5854802 +309.65964,303.71155,-0.08944576,396.9912,3800000.0,9572.0,237500.0,,1177600.0,0.00022,0.2,3.5854802 +309.65964,303.82217,-0.08999038,394.94144,3810000.0,9647.0,238125.0,,1187840.0,0.00022,0.2,3.6000712 +309.4456,303.93768,-0.08999038,395.8139,3820000.0,9651.0,238750.0,,1187840.0,0.00022,0.2,3.6000712 +309.6114,304.0548,-0.08999038,396.72675,3830000.0,9654.0,239375.0,,1187840.0,0.00022,0.2,3.6000712 +309.6114,304.16885,-0.091056034,394.61514,3840000.0,9731.0,240000.0,,1198080.0,0.00022,0.2,3.5981023 +310.00314,304.28687,-0.091056034,395.48022,3850000.0,9735.0,240625.0,,1198080.0,0.00022,0.2,3.5981023 +310.29443,304.41263,-0.091056034,396.38528,3860000.0,9738.0,241250.0,,1198080.0,0.00022,0.2,3.5981023 +310.29443,304.53485,-0.0919234,394.37482,3870000.0,9813.0,241875.0,,1208320.0,0.00022,0.2,3.6214406 +310.8751,304.6629,-0.0919234,395.23276,3880000.0,9817.0,242500.0,,1208320.0,0.00022,0.2,3.6214406 +310.8751,304.7884,-0.0919234,396.13034,3890000.0,9820.0,243125.0,,1208320.0,0.00022,0.2,3.6214406 +310.93762,304.91013,-0.09124416,394.13846,3900000.0,9895.0,243750.0,,1218560.0,0.00022,0.2,3.6604147 +311.103,305.03354,-0.09124416,394.98938,3910000.0,9899.0,244375.0,,1218560.0,0.00022,0.2,3.6604147 +311.103,305.14716,-0.09124416,395.8796,3920000.0,9902.0,245000.0,,1218560.0,0.00022,0.2,3.6604147 +311.9644,305.2694,-0.09124416,396.76932,3930000.0,9905.0,245625.0,,1218560.0,0.00022,0.2,3.6604147 +312.45142,305.39227,-0.09272357,394.8687,3940000.0,9978.0,246250.0,,1228800.0,0.00022,0.2,3.675055 +312.45142,305.50665,-0.09272357,395.75192,3950000.0,9981.0,246875.0,,1228800.0,0.00022,0.2,3.675055 +313.27484,305.62927,-0.09272357,396.6346,3960000.0,9984.0,247500.0,,1228800.0,0.00022,0.2,3.675055 +313.27484,305.7508,-0.09496607,395.81256,3970000.0,10030.0,248125.0,,1239040.0,0.00022,0.2,3.6787748 +313.83463,305.8754,-0.09496607,396.73047,3980000.0,10032.0,248750.0,,1239040.0,0.00022,0.2,3.6787748 +314.79443,306.00964,-0.09496607,397.648,3990000.0,10034.0,249375.0,,1239040.0,0.00022,0.2,3.6787748 +314.79443,306.1441,-0.09307811,396.94354,4000000.0,10077.0,250000.0,,1249280.0,0.00022,0.2,3.6799102 diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_df_train.csv b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..93ff1c845a4dd31d7ac1fe14a9635ae564f7a000 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_df_train.csv @@ -0,0 +1,401 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +,,,344.82758,10000.0,29.0,625.0,,0.0,0.00022,0.2, +23.774136,23.774136,,625.0,20000.0,32.0,1250.0,,0.0,0.00022,0.2, +23.774136,23.774136,,882.35297,30000.0,34.0,1875.0,,0.0,0.00022,0.2, +28.708368,25.418879,0.05264174,360.36035,40000.0,111.0,2500.0,,10240.0,0.00022,0.2,2.8728447 +24.048067,25.076176,0.05264174,438.5965,50000.0,114.0,3125.0,,10240.0,0.00022,0.2,2.8728447 +24.048067,24.870554,0.05264174,512.8205,60000.0,117.0,3750.0,,10240.0,0.00022,0.2,2.8728447 +23.132265,24.58084,-0.045284398,357.14285,70000.0,196.0,4375.0,,20480.0,0.00022,0.2,2.9040225 +23.132265,24.373901,-0.045284398,402.01004,80000.0,199.0,5000.0,,20480.0,0.00022,0.2,2.9040225 +23.394112,24.251427,-0.045284398,445.54456,90000.0,202.0,5625.0,,20480.0,0.00022,0.2,2.9040225 +23.29899,24.145601,-0.056610405,359.71222,100000.0,278.0,6250.0,,30720.0,0.00022,0.2,2.9162498 +23.29899,24.06094,-0.056610405,391.45908,110000.0,281.0,6875.0,,30720.0,0.00022,0.2,2.9162498 +23.368587,23.998,-0.056610405,422.53522,120000.0,284.0,7500.0,,30720.0,0.00022,0.2,2.9162498 +22.819622,23.899801,-0.056610405,452.96167,130000.0,287.0,8125.0,,30720.0,0.00022,0.2,2.9162498 +22.819622,23.81671,-0.055336505,386.74033,140000.0,362.0,8750.0,,40960.0,0.00022,0.2,2.895483 +23.834055,23.817947,-0.055336505,409.83606,150000.0,366.0,9375.0,,40960.0,0.00022,0.2,2.895483 +23.834055,23.819023,-0.055336505,433.60434,160000.0,369.0,10000.0,,40960.0,0.00022,0.2,2.895483 +25.141228,23.90166,-0.062124908,382.02246,170000.0,445.0,10625.0,,51200.0,0.00022,0.2,2.8712661 +24.947924,23.963207,-0.062124908,401.7857,180000.0,448.0,11250.0,,51200.0,0.00022,0.2,2.8712661 +24.947924,24.017914,-0.062124908,420.35397,190000.0,452.0,11875.0,,51200.0,0.00022,0.2,2.8712661 +24.77754,24.057894,-0.055687744,379.50665,200000.0,527.0,12500.0,,61440.0,0.00022,0.2,2.8708985 +24.969362,24.103466,-0.055687744,396.2264,210000.0,530.0,13125.0,,61440.0,0.00022,0.2,2.8708985 +24.969362,24.1447,-0.055687744,412.75797,220000.0,533.0,13750.0,,61440.0,0.00022,0.2,2.8708985 +24.315704,24.152472,-0.048371367,378.28946,230000.0,608.0,14375.0,,71680.0,0.00022,0.2,2.8573332 +24.315704,24.15957,-0.048371367,392.79868,240000.0,611.0,15000.0,,71680.0,0.00022,0.2,2.8573332 +24.220821,24.162123,-0.048371367,406.50406,250000.0,615.0,15625.0,,71680.0,0.00022,0.2,2.8573332 +24.013948,24.156197,-0.048371367,420.71198,260000.0,618.0,16250.0,,71680.0,0.00022,0.2,2.8573332 +24.013948,24.150726,-0.03957264,389.61038,270000.0,693.0,16875.0,,81920.0,0.00022,0.2,2.8413587 +24.019075,24.145851,-0.03957264,401.72165,280000.0,697.0,17500.0,,81920.0,0.00022,0.2,2.8413587 +23.894388,24.136871,-0.03957264,414.2857,290000.0,700.0,18125.0,,81920.0,0.00022,0.2,2.8413587 +23.894388,24.128511,-0.03190736,386.10037,300000.0,777.0,18750.0,,92160.0,0.00022,0.2,2.8159769 +23.955523,24.122744,-0.03190736,397.43588,310000.0,780.0,19375.0,,92160.0,0.00022,0.2,2.8159769 +23.955523,24.117346,-0.03190736,408.68454,320000.0,783.0,20000.0,,92160.0,0.00022,0.2,2.8159769 +23.77259,24.106571,-0.021902038,385.06418,330000.0,857.0,20625.0,,102400.0,0.00022,0.2,2.7993298 +23.823395,24.09799,-0.021902038,394.88965,340000.0,861.0,21250.0,,102400.0,0.00022,0.2,2.7993298 +23.823395,24.089912,-0.021902038,405.0926,350000.0,864.0,21875.0,,102400.0,0.00022,0.2,2.7993298 +23.690044,24.078487,-0.021902038,415.2249,360000.0,867.0,22500.0,,102400.0,0.00022,0.2,2.7993298 +23.525587,24.06313,-0.017125294,391.94916,370000.0,944.0,23125.0,,112640.0,0.00022,0.2,2.787696 +23.525587,24.048601,-0.017125294,400.84387,380000.0,948.0,23750.0,,112640.0,0.00022,0.2,2.787696 +23.52119,24.034721,-0.017125294,410.09464,390000.0,951.0,24375.0,,112640.0,0.00022,0.2,2.787696 +23.52119,24.021557,-0.020358874,389.86356,400000.0,1026.0,25000.0,,122880.0,0.00022,0.2,2.7743077 +23.421852,24.006565,-0.020358874,398.05826,410000.0,1030.0,25625.0,,122880.0,0.00022,0.2,2.7743077 +23.271574,23.988638,-0.020358874,406.18954,420000.0,1034.0,26250.0,,122880.0,0.00022,0.2,2.7743077 +23.271574,23.971563,-0.010431273,388.08664,430000.0,1108.0,26875.0,,133120.0,0.00022,0.2,2.7683554 +23.208765,23.953823,-0.010431273,396.0396,440000.0,1111.0,27500.0,,133120.0,0.00022,0.2,2.7683554 +23.120094,23.934875,-0.010431273,403.58743,450000.0,1115.0,28125.0,,133120.0,0.00022,0.2,2.7683554 +23.120094,23.916769,-0.007472042,386.23007,460000.0,1191.0,28750.0,,143360.0,0.00022,0.2,2.7755504 +23.0171,23.897211,-0.007472042,393.30545,470000.0,1195.0,29375.0,,143360.0,0.00022,0.2,2.7755504 +23.0171,23.878485,-0.007472042,400.33362,480000.0,1199.0,30000.0,,143360.0,0.00022,0.2,2.7755504 +22.912432,23.85836,-0.007472042,407.6539,490000.0,1202.0,30625.0,,143360.0,0.00022,0.2,2.7755504 +22.834654,23.837467,-0.010186077,391.54266,500000.0,1277.0,31250.0,,153600.0,0.00022,0.2,2.763661 +22.834654,23.81741,-0.010186077,398.12646,510000.0,1281.0,31875.0,,153600.0,0.00022,0.2,2.763661 +22.713964,23.795774,-0.010186077,404.98444,520000.0,1284.0,32500.0,,153600.0,0.00022,0.2,2.763661 +22.6665,23.774057,-0.004131434,390.27982,530000.0,1358.0,33125.0,,163840.0,0.00022,0.2,2.7604444 +22.6665,23.75316,-0.004131434,396.47577,540000.0,1362.0,33750.0,,163840.0,0.00022,0.2,2.7604444 +22.78983,23.73532,-0.004131434,402.63544,550000.0,1366.0,34375.0,,163840.0,0.00022,0.2,2.7604444 +22.78983,23.71813,-0.009645589,389.15915,560000.0,1439.0,35000.0,,174080.0,0.00022,0.2,2.7632666 +22.895727,23.703445,-0.009645589,395.0104,570000.0,1443.0,35625.0,,174080.0,0.00022,0.2,2.7632666 +23.021868,23.691488,-0.009645589,401.1065,580000.0,1446.0,36250.0,,174080.0,0.00022,0.2,2.7632666 +23.021868,23.679943,-0.008089328,388.41342,590000.0,1519.0,36875.0,,184320.0,0.00022,0.2,2.743708 +23.080187,23.669777,-0.008089328,393.9593,600000.0,1523.0,37500.0,,184320.0,0.00022,0.2,2.743708 +23.331173,23.664133,-0.008089328,399.4761,610000.0,1527.0,38125.0,,184320.0,0.00022,0.2,2.743708 +23.331173,23.658676,-0.008089328,405.22876,620000.0,1530.0,38750.0,,184320.0,0.00022,0.2,2.743708 +23.279127,23.652554,-0.0070168898,392.52338,630000.0,1605.0,39375.0,,194560.0,0.00022,0.2,2.7127156 +23.279127,23.646626,-0.0070168898,397.76257,640000.0,1609.0,40000.0,,194560.0,0.00022,0.2,2.7127156 +23.036848,23.637098,-0.0070168898,402.97583,650000.0,1613.0,40625.0,,194560.0,0.00022,0.2,2.7127156 +22.979828,23.626987,-0.0141603425,390.76376,660000.0,1689.0,41250.0,,204800.0,0.00022,0.2,2.7014704 +22.979828,23.617182,-0.0141603425,395.7472,670000.0,1693.0,41875.0,,204800.0,0.00022,0.2,2.7014704 +22.905321,23.606556,-0.0141603425,400.70712,680000.0,1697.0,42500.0,,204800.0,0.00022,0.2,2.7014704 +22.862532,23.595615,-0.016537417,390.05087,690000.0,1769.0,43125.0,,215040.0,0.00022,0.2,2.705908 +22.862532,23.584991,-0.016537417,394.81107,700000.0,1773.0,43750.0,,215040.0,0.00022,0.2,2.705908 +22.681814,23.572088,-0.016537417,399.77478,710000.0,1776.0,44375.0,,215040.0,0.00022,0.2,2.705908 +22.681814,23.55955,-0.016537417,404.4944,720000.0,1780.0,45000.0,,215040.0,0.00022,0.2,2.705908 +22.683065,23.547377,0.016582755,393.74326,730000.0,1854.0,45625.0,,225280.0,0.00022,0.2,2.7073255 +22.75468,23.536518,0.016582755,398.4922,740000.0,1857.0,46250.0,,225280.0,0.00022,0.2,2.7073255 +22.75468,23.525951,0.016582755,403.00912,750000.0,1861.0,46875.0,,225280.0,0.00022,0.2,2.7073255 +22.901379,23.517624,-0.008163944,392.56198,760000.0,1936.0,47500.0,,235520.0,0.00022,0.2,2.715911 +22.894312,23.509422,-0.008163944,397.1119,770000.0,1939.0,48125.0,,235520.0,0.00022,0.2,2.715911 +22.894312,23.501432,-0.008163944,401.44107,780000.0,1943.0,48750.0,,235520.0,0.00022,0.2,2.715911 +23.021172,23.495275,-0.0034349288,391.2828,790000.0,2019.0,49375.0,,245760.0,0.00022,0.2,2.7057424 +23.021172,23.489277,-0.0034349288,395.4523,800000.0,2023.0,50000.0,,245760.0,0.00022,0.2,2.7057424 +23.161243,23.485176,-0.0034349288,399.80258,810000.0,2026.0,50625.0,,245760.0,0.00022,0.2,2.7057424 +23.097715,23.480392,-0.015652236,390.4762,820000.0,2100.0,51250.0,,256000.0,0.00022,0.2,2.7025075 +23.097715,23.475725,-0.015652236,394.4867,830000.0,2104.0,51875.0,,256000.0,0.00022,0.2,2.7025075 +23.245558,23.472952,-0.015652236,398.48196,840000.0,2108.0,52500.0,,256000.0,0.00022,0.2,2.7025075 +23.18065,23.469473,-0.015652236,402.65277,850000.0,2111.0,53125.0,,256000.0,0.00022,0.2,2.7025075 +23.18065,23.466074,-0.00666807,393.23273,860000.0,2187.0,53750.0,,266240.0,0.00022,0.2,2.711835 +23.32776,23.464466,-0.00666807,397.26028,870000.0,2190.0,54375.0,,266240.0,0.00022,0.2,2.711835 +23.32776,23.462894,-0.00666807,401.0939,880000.0,2194.0,55000.0,,266240.0,0.00022,0.2,2.711835 +23.471264,23.46299,-0.005802185,392.0705,890000.0,2270.0,55625.0,,276480.0,0.00022,0.2,2.7052774 +23.62886,23.464855,-0.005802185,395.77835,900000.0,2274.0,56250.0,,276480.0,0.00022,0.2,2.7052774 +23.62886,23.466677,-0.005802185,399.64865,910000.0,2277.0,56875.0,,276480.0,0.00022,0.2,2.7052774 +23.933714,23.47181,-0.0018210349,391.32285,920000.0,2351.0,57500.0,,286720.0,0.00022,0.2,2.7036653 +23.9919,23.477463,-0.0018210349,394.90445,930000.0,2355.0,58125.0,,286720.0,0.00022,0.2,2.7036653 +23.9919,23.482994,-0.0018210349,398.47394,940000.0,2359.0,58750.0,,286720.0,0.00022,0.2,2.7036653 +24.135735,23.489939,-0.0018210349,402.20154,950000.0,2362.0,59375.0,,286720.0,0.00022,0.2,2.7036653 +24.135735,23.496737,-0.004813978,394.08868,960000.0,2436.0,60000.0,,296960.0,0.00022,0.2,2.7142026 +24.472803,23.506905,-0.004813978,397.70398,970000.0,2439.0,60625.0,,296960.0,0.00022,0.2,2.7142026 +24.619534,23.518375,-0.004813978,401.14612,980000.0,2443.0,61250.0,,296960.0,0.00022,0.2,2.7142026 +24.619534,23.529613,-0.0023127801,393.1692,990000.0,2518.0,61875.0,,307200.0,0.00022,0.2,2.7271545 +24.810183,23.54255,-0.0023127801,396.5107,1000000.0,2522.0,62500.0,,307200.0,0.00022,0.2,2.7271545 +25.136663,23.558489,-0.0023127801,399.84164,1010000.0,2526.0,63125.0,,307200.0,0.00022,0.2,2.7271545 +25.136663,23.572115,-0.00021854711,392.15686,1020000.0,2601.0,63750.0,,317440.0,0.00022,0.2,2.7391791 +25.444206,23.588814,-0.00021854711,395.39346,1030000.0,2605.0,64375.0,,317440.0,0.00022,0.2,2.7391791 +25.444206,23.55617,-0.00021854711,398.773,1040000.0,2608.0,65000.0,,317440.0,0.00022,0.2,2.7391791 +25.560259,23.571291,-0.008213621,391.49887,1050000.0,2682.0,65625.0,,327680.0,0.00022,0.2,2.7484965 +25.71958,23.588003,-0.008213621,394.63885,1060000.0,2686.0,66250.0,,327680.0,0.00022,0.2,2.7484965 +25.71958,23.613876,-0.008213621,397.76953,1070000.0,2690.0,66875.0,,327680.0,0.00022,0.2,2.7484965 +26.285366,23.64541,-0.008213621,400.89087,1080000.0,2694.0,67500.0,,327680.0,0.00022,0.2,2.7484965 +26.623438,23.677702,-0.007308777,393.78613,1090000.0,2768.0,68125.0,,337920.0,0.00022,0.2,2.7577424 +26.623438,23.710949,-0.007308777,396.8254,1100000.0,2772.0,68750.0,,337920.0,0.00022,0.2,2.7577424 +26.802155,23.745983,-0.007308777,400.0,1110000.0,2775.0,69375.0,,337920.0,0.00022,0.2,2.7577424 +26.802155,23.78032,-0.009370147,392.8446,1120000.0,2851.0,70000.0,,348160.0,0.00022,0.2,2.7558455 +26.793785,23.820059,-0.009370147,395.79684,1130000.0,2855.0,70625.0,,348160.0,0.00022,0.2,2.7558455 +27.062807,23.86249,-0.009370147,398.88034,1140000.0,2858.0,71250.0,,348160.0,0.00022,0.2,2.7558455 +27.062807,23.894775,-0.0072801285,392.09,1150000.0,2933.0,71875.0,,358400.0,0.00022,0.2,2.7185776 +27.020687,23.926641,-0.0072801285,394.96085,1160000.0,2937.0,72500.0,,358400.0,0.00022,0.2,2.7185776 +26.756296,23.942793,-0.0072801285,397.9592,1170000.0,2940.0,73125.0,,358400.0,0.00022,0.2,2.7185776 +26.756296,23.960878,-0.020875568,391.50632,1180000.0,3014.0,73750.0,,368640.0,0.00022,0.2,2.7246664 +27.369154,23.98509,-0.020875568,394.30087,1190000.0,3018.0,74375.0,,368640.0,0.00022,0.2,2.7246664 +27.369154,24.011005,-0.020875568,397.21945,1200000.0,3021.0,75000.0,,368640.0,0.00022,0.2,2.7246664 +26.936228,24.030674,-0.020875568,400.0,1210000.0,3025.0,75625.0,,368640.0,0.00022,0.2,2.7246664 +27.148499,24.052465,-0.040192366,393.80246,1220000.0,3098.0,76250.0,,378880.0,0.00022,0.2,2.7034273 +27.148499,24.080793,-0.040192366,396.51837,1230000.0,3102.0,76875.0,,378880.0,0.00022,0.2,2.7034273 +26.98781,24.107512,-0.040192366,399.35587,1240000.0,3105.0,77500.0,,378880.0,0.00022,0.2,2.7034273 +26.53087,24.13061,-0.045485985,393.08176,1250000.0,3180.0,78125.0,,389120.0,0.00022,0.2,2.7048593 +26.53087,24.15578,-0.045485985,395.72864,1260000.0,3184.0,78750.0,,389120.0,0.00022,0.2,2.7048593 +26.503656,24.18068,-0.045485985,398.3689,1270000.0,3188.0,79375.0,,389120.0,0.00022,0.2,2.7048593 +26.503656,24.205524,-0.04240221,392.15686,1280000.0,3264.0,80000.0,,399360.0,0.00022,0.2,2.7120037 +25.923826,24.22582,-0.04240221,394.85767,1290000.0,3267.0,80625.0,,399360.0,0.00022,0.2,2.7120037 +25.96628,24.246544,-0.04240221,397.43198,1300000.0,3271.0,81250.0,,399360.0,0.00022,0.2,2.7120037 +25.96628,24.266651,-0.04240221,400.12216,1310000.0,3274.0,81875.0,,399360.0,0.00022,0.2,2.7120037 +25.881592,24.285912,-0.050220992,394.14752,1320000.0,3349.0,82500.0,,409600.0,0.00022,0.2,2.7314515 +27.717916,24.325367,-0.050220992,396.6597,1330000.0,3353.0,83125.0,,409600.0,0.00022,0.2,2.7314515 +27.717916,24.364311,-0.050220992,399.28485,1340000.0,3356.0,83750.0,,409600.0,0.00022,0.2,2.7314515 +29.26967,24.418774,-0.044700846,393.47128,1350000.0,3431.0,84375.0,,419840.0,0.00022,0.2,2.746402 +29.26967,24.474571,-0.044700846,395.92432,1360000.0,3435.0,85000.0,,419840.0,0.00022,0.2,2.746402 +31.006721,24.549383,-0.044700846,398.4875,1370000.0,3438.0,85625.0,,419840.0,0.00022,0.2,2.746402 +31.8744,24.632872,-0.042385764,392.9385,1380000.0,3512.0,86250.0,,430080.0,0.00022,0.2,2.760336 +31.8744,24.716404,-0.042385764,395.3356,1390000.0,3516.0,86875.0,,430080.0,0.00022,0.2,2.760336 +33.803165,24.819223,-0.042385764,397.72726,1400000.0,3520.0,87500.0,,430080.0,0.00022,0.2,2.760336 +35.52499,24.940252,-0.03859351,392.2114,1410000.0,3595.0,88125.0,,440320.0,0.00022,0.2,2.7681127 +35.52499,25.062782,-0.03859351,394.55405,1420000.0,3599.0,88750.0,,440320.0,0.00022,0.2,2.7681127 +37.29156,25.202984,-0.03859351,397.00168,1430000.0,3602.0,89375.0,,440320.0,0.00022,0.2,2.7681127 +37.29156,25.34381,-0.03859351,399.33444,1440000.0,3606.0,90000.0,,440320.0,0.00022,0.2,2.7681127 +39.645195,25.50906,-0.03203981,393.9147,1450000.0,3681.0,90625.0,,450560.0,0.00022,0.2,2.776329 +40.716286,25.685024,-0.03203981,396.2008,1460000.0,3685.0,91250.0,,450560.0,0.00022,0.2,2.776329 +40.716286,25.862017,-0.03203981,398.59003,1470000.0,3688.0,91875.0,,450560.0,0.00022,0.2,2.776329 +41.13536,26.043198,-0.04018564,393.19873,1480000.0,3764.0,92500.0,,460800.0,0.00022,0.2,2.782992 +43.650177,26.250576,-0.04018564,395.54022,1490000.0,3767.0,93125.0,,460800.0,0.00022,0.2,2.782992 +43.650177,26.45873,-0.04018564,397.878,1500000.0,3770.0,93750.0,,460800.0,0.00022,0.2,2.782992 +44.05253,26.670908,-0.038771886,392.6157,1510000.0,3846.0,94375.0,,471040.0,0.00022,0.2,2.7660851 +44.05253,26.884296,-0.038771886,394.8052,1520000.0,3850.0,95000.0,,471040.0,0.00022,0.2,2.7660851 +45.44181,27.11205,-0.038771886,396.99014,1530000.0,3854.0,95625.0,,471040.0,0.00022,0.2,2.7660851 +45.940994,27.344793,-0.038771886,399.27405,1540000.0,3857.0,96250.0,,471040.0,0.00022,0.2,2.7660851 +45.940994,27.576305,-0.030621653,394.1012,1550000.0,3933.0,96875.0,,481280.0,0.00022,0.2,2.7746973 +48.902744,27.837435,-0.030621653,396.34146,1560000.0,3936.0,97500.0,,481280.0,0.00022,0.2,2.7746973 +52.24528,28.13093,-0.030621653,398.47714,1570000.0,3940.0,98125.0,,481280.0,0.00022,0.2,2.7746973 +52.24528,28.423164,-0.032515854,393.6223,1580000.0,4014.0,98750.0,,491520.0,0.00022,0.2,2.7672205 +54.14077,28.734358,-0.032515854,395.81778,1590000.0,4017.0,99375.0,,491520.0,0.00022,0.2,2.7672205 +54.14077,29.04496,-0.032515854,398.00995,1600000.0,4020.0,100000.0,,491520.0,0.00022,0.2,2.7672205 +59.075954,29.402407,-0.029921282,393.25842,1610000.0,4094.0,100625.0,,501760.0,0.00022,0.2,2.7842784 +63.21262,29.801224,-0.029921282,395.3148,1620000.0,4098.0,101250.0,,501760.0,0.00022,0.2,2.7842784 +63.21262,30.200556,-0.029921282,397.46402,1630000.0,4101.0,101875.0,,501760.0,0.00022,0.2,2.7842784 +67.97893,30.647556,-0.03693101,392.81436,1640000.0,4175.0,102500.0,,512000.0,0.00022,0.2,2.8076603 +78.370346,31.200891,-0.03693101,394.8313,1650000.0,4179.0,103125.0,,512000.0,0.00022,0.2,2.8076603 +78.370346,31.754797,-0.03693101,396.93927,1660000.0,4182.0,103750.0,,512000.0,0.00022,0.2,2.8076603 +88.949066,32.414486,-0.03693101,398.94888,1670000.0,4186.0,104375.0,,512000.0,0.00022,0.2,2.8076603 +88.949066,33.07492,-0.038419902,394.27365,1680000.0,4261.0,105000.0,,522240.0,0.00022,0.2,2.8081415 +103.31735,33.87947,-0.038419902,396.24854,1690000.0,4265.0,105625.0,,522240.0,0.00022,0.2,2.8081415 +116.44859,34.81533,-0.038419902,398.31302,1700000.0,4268.0,106250.0,,522240.0,0.00022,0.2,2.8081415 +116.44859,35.752995,-0.059325304,393.64642,1710000.0,4344.0,106875.0,,532480.0,0.00022,0.2,2.8358247 +131.07657,36.83695,-0.059325304,395.67517,1720000.0,4347.0,107500.0,,532480.0,0.00022,0.2,2.8358247 +143.27478,38.042866,-0.059325304,397.60974,1730000.0,4351.0,108125.0,,532480.0,0.00022,0.2,2.8358247 +143.27478,39.248066,-0.06501373,393.22034,1740000.0,4425.0,108750.0,,542720.0,0.00022,0.2,2.856402 +152.46053,40.545128,-0.06501373,395.12305,1750000.0,4429.0,109375.0,,542720.0,0.00022,0.2,2.856402 +152.46053,41.840717,-0.06501373,397.1119,1760000.0,4432.0,110000.0,,542720.0,0.00022,0.2,2.856402 +162.37807,43.23555,-0.06947329,392.8096,1770000.0,4506.0,110625.0,,552960.0,0.00022,0.2,2.868822 +168.17174,44.688324,-0.06947329,394.76602,1780000.0,4509.0,111250.0,,552960.0,0.00022,0.2,2.868822 +168.17174,46.139835,-0.06947329,396.71985,1790000.0,4512.0,111875.0,,552960.0,0.00022,0.2,2.868822 +173.26634,47.642284,-0.06947329,398.67108,1800000.0,4515.0,112500.0,,552960.0,0.00022,0.2,2.868822 +172.9056,49.139725,-0.0719546,394.16376,1810000.0,4592.0,113125.0,,563200.0,0.00022,0.2,2.8985217 +172.9056,50.637806,-0.0719546,396.0827,1820000.0,4595.0,113750.0,,563200.0,0.00022,0.2,2.8985217 +176.23976,52.169228,-0.0719546,397.9991,1830000.0,4598.0,114375.0,,563200.0,0.00022,0.2,2.8985217 +176.23976,53.69917,-0.07276123,393.75134,1840000.0,4673.0,115000.0,,573440.0,0.00022,0.2,2.9280128 +182.15926,55.288956,-0.07276123,395.6373,1850000.0,4676.0,115625.0,,573440.0,0.00022,0.2,2.9280128 +184.17278,56.898876,-0.07276123,397.52084,1860000.0,4679.0,116250.0,,573440.0,0.00022,0.2,2.9280128 +184.17278,58.507328,-0.07454679,393.35297,1870000.0,4754.0,116875.0,,583680.0,0.00022,0.2,2.9396844 +186.06462,60.134693,-0.07454679,395.20706,1880000.0,4757.0,117500.0,,583680.0,0.00022,0.2,2.9396844 +189.89221,61.7989,-0.07454679,396.97543,1890000.0,4761.0,118125.0,,583680.0,0.00022,0.2,2.9396844 +189.89221,63.461533,-0.07454679,398.82452,1900000.0,4764.0,118750.0,,583680.0,0.00022,0.2,2.9396844 +199.3453,65.218704,-0.07601798,394.70966,1910000.0,4839.0,119375.0,,593920.0,0.00022,0.2,2.9305968 +199.3453,66.97281,-0.07601798,396.53036,1920000.0,4842.0,120000.0,,593920.0,0.00022,0.2,2.9305968 +203.97772,68.772675,-0.07601798,398.34882,1930000.0,4845.0,120625.0,,593920.0,0.00022,0.2,2.9305968 +208.612,70.61887,-0.07503534,394.22882,1940000.0,4921.0,121250.0,,604160.0,0.00022,0.2,2.9216862 +208.612,72.46364,-0.07503534,396.0195,1950000.0,4924.0,121875.0,,604160.0,0.00022,0.2,2.9216862 +213.49985,74.35728,-0.07503534,397.80798,1960000.0,4927.0,122500.0,,604160.0,0.00022,0.2,2.9216862 +218.3882,76.29643,-0.07462485,393.84247,1970000.0,5002.0,123125.0,,614400.0,0.00022,0.2,2.9042387 +218.3882,78.23412,-0.07462485,395.52536,1980000.0,5006.0,123750.0,,614400.0,0.00022,0.2,2.9042387 +221.4919,80.20285,-0.07462485,397.2056,1990000.0,5010.0,124375.0,,614400.0,0.00022,0.2,2.9042387 +221.4919,82.169655,-0.075771615,393.31366,2000000.0,5085.0,125000.0,,624640.0,0.00022,0.2,2.8945873 +225.01051,84.168396,-0.075771615,395.04718,2010000.0,5088.0,125625.0,,624640.0,0.00022,0.2,2.8945873 +228.0695,86.19772,-0.075771615,396.7007,2020000.0,5092.0,126250.0,,624640.0,0.00022,0.2,2.8945873 +228.0695,88.22398,-0.075771615,398.42984,2030000.0,5095.0,126875.0,,624640.0,0.00022,0.2,2.8945873 +230.94768,90.279015,-0.07555596,394.58414,2040000.0,5170.0,127500.0,,634880.0,0.00022,0.2,2.8585777 +230.94768,92.33289,-0.07555596,396.21182,2050000.0,5174.0,128125.0,,634880.0,0.00022,0.2,2.8585777 +234.0745,94.416435,-0.07555596,397.91385,2060000.0,5177.0,128750.0,,634880.0,0.00022,0.2,2.8585777 +238.18459,96.541084,-0.07371121,394.13556,2070000.0,5252.0,129375.0,,645120.0,0.00022,0.2,2.8549805 +238.18459,98.66008,-0.07371121,395.8135,2080000.0,5255.0,130000.0,,645120.0,0.00022,0.2,2.8549805 +242.0008,100.81386,-0.07371121,397.41397,2090000.0,5259.0,130625.0,,645120.0,0.00022,0.2,2.8549805 +245.54486,103.003075,-0.07400959,393.62698,2100000.0,5335.0,131250.0,,655360.0,0.00022,0.2,2.8340452 +245.54486,105.190506,-0.07400959,395.27914,2110000.0,5338.0,131875.0,,655360.0,0.00022,0.2,2.8340452 +248.5518,107.408005,-0.07400959,396.8551,2120000.0,5342.0,132500.0,,655360.0,0.00022,0.2,2.8340452 +248.5518,109.62558,-0.07310387,393.3518,2130000.0,5415.0,133125.0,,665600.0,0.00022,0.2,2.81328 +251.53128,111.87026,-0.07310387,394.9068,2140000.0,5419.0,133750.0,,665600.0,0.00022,0.2,2.81328 +254.84831,114.14812,-0.07310387,396.45953,2150000.0,5423.0,134375.0,,665600.0,0.00022,0.2,2.81328 +254.84831,116.42641,-0.07310387,398.0833,2160000.0,5426.0,135000.0,,665600.0,0.00022,0.2,2.81328 +256.2315,118.72115,-0.07192221,394.33035,2170000.0,5503.0,135625.0,,675840.0,0.00022,0.2,2.8232288 +258.7546,121.04113,-0.07192221,395.8598,2180000.0,5507.0,136250.0,,675840.0,0.00022,0.2,2.8232288 +258.7546,123.35499,-0.07192221,397.45917,2190000.0,5510.0,136875.0,,675840.0,0.00022,0.2,2.8232288 +260.7413,125.68871,-0.07280909,393.84174,2200000.0,5586.0,137500.0,,686080.0,0.00022,0.2,2.818468 +260.7413,128.02676,-0.07280909,395.4196,2210000.0,5589.0,138125.0,,686080.0,0.00022,0.2,2.818468 +263.2939,130.3882,-0.07280909,396.9957,2220000.0,5592.0,138750.0,,686080.0,0.00022,0.2,2.818468 +266.52383,132.78195,-0.071335725,393.29807,2230000.0,5670.0,139375.0,,696320.0,0.00022,0.2,2.790142 +266.52383,135.1773,-0.071335725,394.8528,2240000.0,5673.0,140000.0,,696320.0,0.00022,0.2,2.790142 +268.79782,137.59998,-0.071335725,396.4059,2250000.0,5676.0,140625.0,,696320.0,0.00022,0.2,2.790142 +270.737,140.04205,-0.071335725,397.9574,2260000.0,5679.0,141250.0,,696320.0,0.00022,0.2,2.790142 +270.737,142.48439,-0.07146756,394.3711,2270000.0,5756.0,141875.0,,706560.0,0.00022,0.2,2.789975 +272.038,144.93973,-0.07146756,395.97083,2280000.0,5758.0,142500.0,,706560.0,0.00022,0.2,2.789975 +272.038,147.40088,-0.07146756,397.50043,2290000.0,5761.0,143125.0,,706560.0,0.00022,0.2,2.789975 +274.25888,149.8838,-0.071167104,393.97055,2300000.0,5838.0,143750.0,,716800.0,0.00022,0.2,2.79103 +275.6734,152.38087,-0.071167104,395.48022,2310000.0,5841.0,144375.0,,716800.0,0.00022,0.2,2.79103 +275.6734,154.87878,-0.071167104,396.98837,2320000.0,5844.0,145000.0,,716800.0,0.00022,0.2,2.79103 +276.41388,157.36575,-0.07171902,393.5811,2330000.0,5920.0,145625.0,,727040.0,0.00022,0.2,2.7845998 +277.44147,159.86299,-0.07171902,395.07007,2340000.0,5923.0,146250.0,,727040.0,0.00022,0.2,2.7845998 +277.44147,162.34471,-0.07171902,396.49063,2350000.0,5927.0,146875.0,,727040.0,0.00022,0.2,2.7845998 +279.26572,164.84465,-0.0703605,393.13678,2360000.0,6003.0,147500.0,,737280.0,0.00022,0.2,2.7786355 +279.26572,167.32724,-0.0703605,394.6054,2370000.0,6006.0,148125.0,,737280.0,0.00022,0.2,2.7786355 +280.2401,169.8109,-0.0703605,396.00665,2380000.0,6010.0,148750.0,,737280.0,0.00022,0.2,2.7786355 +280.87112,172.30087,-0.0703605,397.47214,2390000.0,6013.0,149375.0,,737280.0,0.00022,0.2,2.7786355 +280.87112,174.77155,-0.07034259,394.2829,2400000.0,6087.0,150000.0,,747520.0,0.00022,0.2,2.7859125 +281.78418,177.23415,-0.07034259,395.7307,2410000.0,6090.0,150625.0,,747520.0,0.00022,0.2,2.7859125 +282.09613,179.69986,-0.07034259,397.1119,2420000.0,6094.0,151250.0,,747520.0,0.00022,0.2,2.7859125 +282.09613,182.14789,-0.07037174,393.84116,2430000.0,6170.0,151875.0,,757760.0,0.00022,0.2,2.7888293 +283.25363,184.60754,-0.07037174,395.2057,2440000.0,6174.0,152500.0,,757760.0,0.00022,0.2,2.7888293 +283.25363,187.0436,-0.07037174,396.63266,2450000.0,6177.0,153125.0,,757760.0,0.00022,0.2,2.7888293 +283.5727,189.47217,-0.07113596,393.6,2460000.0,6250.0,153750.0,,768000.0,0.00022,0.2,2.791596 +284.95636,191.9146,-0.07113596,394.94724,2470000.0,6254.0,154375.0,,768000.0,0.00022,0.2,2.791596 +284.95636,194.3528,-0.07113596,396.35608,2480000.0,6257.0,155000.0,,768000.0,0.00022,0.2,2.791596 +286.53165,196.78162,-0.07113596,397.70004,2490000.0,6261.0,155625.0,,768000.0,0.00022,0.2,2.791596 +287.91928,199.22432,-0.0713817,394.633,2500000.0,6335.0,156250.0,,778240.0,0.00022,0.2,2.8100116 +287.91928,201.66296,-0.0713817,395.96152,2510000.0,6339.0,156875.0,,778240.0,0.00022,0.2,2.8100116 +289.75705,204.12,-0.0713817,397.28836,2520000.0,6343.0,157500.0,,778240.0,0.00022,0.2,2.8100116 +289.75705,206.56319,-0.07111512,394.26523,2530000.0,6417.0,158125.0,,788480.0,0.00022,0.2,2.79402 +291.32092,209.01697,-0.07111512,395.63864,2540000.0,6420.0,158750.0,,788480.0,0.00022,0.2,2.79402 +292.68436,211.48438,-0.07111512,396.88715,2550000.0,6425.0,159375.0,,788480.0,0.00022,0.2,2.79402 +292.68436,213.92218,-0.070678376,393.96738,2560000.0,6498.0,160000.0,,798720.0,0.00022,0.2,2.8017254 +293.95377,216.33926,-0.070678376,395.263,2570000.0,6502.0,160625.0,,798720.0,0.00022,0.2,2.8017254 +294.2919,218.7597,-0.070678376,396.55704,2580000.0,6506.0,161250.0,,798720.0,0.00022,0.2,2.8017254 +294.2919,221.16122,-0.070447825,393.67685,2590000.0,6579.0,161875.0,,808960.0,0.00022,0.2,2.8285341 +295.22345,223.57207,-0.070447825,394.9567,2600000.0,6583.0,162500.0,,808960.0,0.00022,0.2,2.8285341 +295.22345,225.93353,-0.070447825,396.23502,2610000.0,6587.0,163125.0,,808960.0,0.00022,0.2,2.8285341 +295.76514,228.25908,-0.070447825,397.51175,2620000.0,6591.0,163750.0,,808960.0,0.00022,0.2,2.8285341 +295.79224,230.58488,-0.07105459,394.65787,2630000.0,6664.0,164375.0,,819200.0,0.00022,0.2,2.8074324 +295.79224,232.86305,-0.07105459,395.9208,2640000.0,6668.0,165000.0,,819200.0,0.00022,0.2,2.8074324 +295.71555,235.03648,-0.07105459,397.18225,2650000.0,6672.0,165625.0,,819200.0,0.00022,0.2,2.8074324 +296.9668,237.22244,-0.07058893,394.3662,2660000.0,6745.0,166250.0,,829440.0,0.00022,0.2,2.8253987 +296.9668,239.30261,-0.07058893,395.61417,2670000.0,6749.0,166875.0,,829440.0,0.00022,0.2,2.8253987 +297.05673,241.3837,-0.07058893,396.86066,2680000.0,6753.0,167500.0,,829440.0,0.00022,0.2,2.8253987 +297.05673,243.32109,-0.07092499,394.1392,2690000.0,6825.0,168125.0,,839680.0,0.00022,0.2,2.8151164 +296.81256,245.12471,-0.07092499,395.3148,2700000.0,6830.0,168750.0,,839680.0,0.00022,0.2,2.8151164 +297.25983,246.93283,-0.07092499,396.5467,2710000.0,6834.0,169375.0,,839680.0,0.00022,0.2,2.8151164 +297.25983,248.59467,-0.07029987,393.6894,2720000.0,6909.0,170000.0,,849920.0,0.00022,0.2,2.8277626 +298.02692,250.14218,-0.07029987,394.90814,2730000.0,6913.0,170625.0,,849920.0,0.00022,0.2,2.8277626 +298.17642,251.69121,-0.07029987,396.06824,2740000.0,6918.0,171250.0,,849920.0,0.00022,0.2,2.8277626 +298.17642,253.14835,-0.07029987,397.28403,2750000.0,6922.0,171875.0,,849920.0,0.00022,0.2,2.8277626 +298.97464,254.6135,-0.07069566,394.56754,2760000.0,6995.0,172500.0,,860160.0,0.00022,0.2,2.8328388 +298.97464,255.97945,-0.07069566,395.7143,2770000.0,7000.0,173125.0,,860160.0,0.00022,0.2,2.8328388 +298.67633,257.28452,-0.07069566,396.91605,2780000.0,7004.0,173750.0,,860160.0,0.00022,0.2,2.8328388 +298.74753,258.5903,-0.070490584,394.17914,2790000.0,7078.0,174375.0,,870400.0,0.00022,0.2,2.8539617 +298.74753,259.8451,-0.070490584,395.36853,2800000.0,7082.0,175000.0,,870400.0,0.00022,0.2,2.8539617 +298.59467,261.102,-0.070490584,396.55658,2810000.0,7086.0,175625.0,,870400.0,0.00022,0.2,2.8539617 +297.89697,262.3519,-0.070787184,393.85474,2820000.0,7160.0,176250.0,,880640.0,0.00022,0.2,2.8848739 +297.89697,263.56845,-0.070787184,394.9756,2830000.0,7165.0,176875.0,,880640.0,0.00022,0.2,2.8848739 +298.20523,264.78812,-0.070787184,396.1501,2840000.0,7169.0,177500.0,,880640.0,0.00022,0.2,2.8848739 +298.20523,265.94858,-0.070787184,397.3233,2850000.0,7173.0,178125.0,,880640.0,0.00022,0.2,2.8848739 +297.71683,267.084,-0.07189024,394.64606,2860000.0,7247.0,178750.0,,890880.0,0.00022,0.2,2.9315395 +298.07278,268.22302,-0.07189024,395.86206,2870000.0,7250.0,179375.0,,890880.0,0.00022,0.2,2.9315395 +298.07278,269.34308,-0.07189024,397.02234,2880000.0,7254.0,180000.0,,890880.0,0.00022,0.2,2.9315395 +298.32272,270.42737,-0.07310359,394.2701,2890000.0,7330.0,180625.0,,901120.0,0.00022,0.2,2.9721932 +298.76318,271.51608,-0.07310359,395.47253,2900000.0,7333.0,181250.0,,901120.0,0.00022,0.2,2.9721932 +298.76318,272.51028,-0.07310359,396.61987,2910000.0,7337.0,181875.0,,901120.0,0.00022,0.2,2.9721932 +299.7413,273.51428,-0.07425277,394.06207,2920000.0,7410.0,182500.0,,911360.0,0.00022,0.2,2.9755874 +299.7413,274.47192,-0.07425277,395.19827,2930000.0,7414.0,183125.0,,911360.0,0.00022,0.2,2.9755874 +300.16183,275.3874,-0.07425277,396.33325,2940000.0,7418.0,183750.0,,911360.0,0.00022,0.2,2.9755874 +301.013,276.31143,-0.074397124,393.8059,2950000.0,7491.0,184375.0,,921600.0,0.00022,0.2,2.9880667 +301.013,277.18655,-0.074397124,394.92996,2960000.0,7495.0,185000.0,,921600.0,0.00022,0.2,2.9880667 +301.1229,278.01392,-0.074397124,396.0528,2970000.0,7499.0,185625.0,,921600.0,0.00022,0.2,2.9880667 +301.37256,278.84375,-0.074397124,397.17447,2980000.0,7503.0,186250.0,,921600.0,0.00022,0.2,2.9880667 +301.37256,279.64255,-0.074225806,394.66736,2990000.0,7576.0,186875.0,,931840.0,0.00022,0.2,3.0117757 +301.3475,280.4411,-0.074225806,395.77835,3000000.0,7580.0,187500.0,,931840.0,0.00022,0.2,3.0117757 +301.3475,281.20447,-0.074225806,396.88818,3010000.0,7584.0,188125.0,,931840.0,0.00022,0.2,3.0117757 +301.4641,281.93842,-0.0753006,394.41034,3020000.0,7657.0,188750.0,,942080.0,0.00022,0.2,3.0563192 +301.4495,282.67224,-0.0753006,395.56137,3030000.0,7660.0,189375.0,,942080.0,0.00022,0.2,3.0563192 +301.4495,283.37723,-0.0753006,396.6597,3040000.0,7664.0,190000.0,,942080.0,0.00022,0.2,3.0563192 +301.27332,284.08047,-0.07604249,394.1587,3050000.0,7738.0,190625.0,,952320.0,0.00022,0.2,3.1059146 +301.2502,284.75223,-0.07604249,395.2467,3060000.0,7742.0,191250.0,,952320.0,0.00022,0.2,3.1059146 +301.2502,285.3829,-0.07604249,396.3336,3070000.0,7746.0,191875.0,,952320.0,0.00022,0.2,3.1059146 +301.60007,286.01706,-0.07604249,397.41934,3080000.0,7750.0,192500.0,,952320.0,0.00022,0.2,3.1059146 +301.60007,286.613,-0.077991925,394.93866,3090000.0,7824.0,193125.0,,962560.0,0.00022,0.2,3.127687 +301.77478,287.17532,-0.077991925,396.0649,3100000.0,7827.0,193750.0,,962560.0,0.00022,0.2,3.127687 +301.59665,287.73584,-0.077991925,397.1396,3110000.0,7831.0,194375.0,,962560.0,0.00022,0.2,3.127687 +301.59665,288.2663,-0.07907725,394.68692,3120000.0,7905.0,195000.0,,972800.0,0.00022,0.2,3.1546867 +301.2788,288.79355,-0.07907725,395.80173,3130000.0,7908.0,195625.0,,972800.0,0.00022,0.2,3.1546867 +301.553,289.29376,-0.07907725,396.8655,3140000.0,7912.0,196250.0,,972800.0,0.00022,0.2,3.1546867 +301.553,289.76083,-0.07901406,394.44028,3150000.0,7986.0,196875.0,,983040.0,0.00022,0.2,3.1798022 +301.82117,290.23056,-0.07901406,395.49435,3160000.0,7990.0,197500.0,,983040.0,0.00022,0.2,3.1798022 +301.82117,290.68643,-0.07901406,396.54742,3170000.0,7994.0,198125.0,,983040.0,0.00022,0.2,3.1798022 +301.76566,291.11655,-0.079434626,394.19858,3180000.0,8067.0,198750.0,,993280.0,0.00022,0.2,3.205477 +301.60226,291.545,-0.079434626,395.24222,3190000.0,8071.0,199375.0,,993280.0,0.00022,0.2,3.205477 +301.60226,291.9536,-0.079434626,396.28482,3200000.0,8075.0,200000.0,,993280.0,0.00022,0.2,3.205477 +302.2004,292.36823,-0.079434626,397.32642,3210000.0,8079.0,200625.0,,993280.0,0.00022,0.2,3.205477 +302.33426,292.75864,-0.08048763,394.94666,3220000.0,8153.0,201250.0,,1003520.0,0.00022,0.2,3.2252655 +302.33426,293.11673,-0.08048763,395.9789,3230000.0,8157.0,201875.0,,1003520.0,0.00022,0.2,3.2252655 +302.36584,293.47516,-0.08048763,397.01016,3240000.0,8161.0,202500.0,,1003520.0,0.00022,0.2,3.2252655 +302.36584,293.81085,-0.0798322,394.60904,3250000.0,8236.0,203125.0,,1013760.0,0.00022,0.2,3.2650986 +302.18106,294.12527,-0.0798322,395.63107,3260000.0,8240.0,203750.0,,1013760.0,0.00022,0.2,3.2650986 +302.35422,294.44144,-0.0798322,396.6521,3270000.0,8244.0,204375.0,,1013760.0,0.00022,0.2,3.2650986 +302.35422,294.7446,-0.081644095,394.32556,3280000.0,8318.0,205000.0,,1024000.0,0.00022,0.2,3.283701 +302.60852,295.05032,-0.081644095,395.33765,3290000.0,8322.0,205625.0,,1024000.0,0.00022,0.2,3.283701 +302.6524,295.33426,-0.081644095,396.3488,3300000.0,8326.0,206250.0,,1024000.0,0.00022,0.2,3.283701 +302.6524,295.60406,-0.08269423,394.0476,3310000.0,8400.0,206875.0,,1034240.0,0.00022,0.2,3.3210416 +302.76263,295.87494,-0.08269423,395.097,3320000.0,8403.0,207500.0,,1034240.0,0.00022,0.2,3.3210416 +302.76263,296.13843,-0.08269423,396.09848,3330000.0,8407.0,208125.0,,1034240.0,0.00022,0.2,3.3210416 +303.374,296.39774,-0.08269423,397.09903,3340000.0,8411.0,208750.0,,1034240.0,0.00022,0.2,3.3210416 +303.90143,296.66235,-0.08336679,394.8144,3350000.0,8485.0,209375.0,,1044480.0,0.00022,0.2,3.3479412 +303.90143,296.90872,-0.08336679,395.85297,3360000.0,8488.0,210000.0,,1044480.0,0.00022,0.2,3.3479412 +303.90015,297.1551,-0.08336679,396.8441,3370000.0,8492.0,210625.0,,1044480.0,0.00022,0.2,3.3479412 +304.21674,297.39484,-0.08504007,394.6293,3380000.0,8565.0,211250.0,,1054720.0,0.00022,0.2,3.3643084 +304.21674,297.6283,-0.08504007,395.6121,3390000.0,8569.0,211875.0,,1054720.0,0.00022,0.2,3.3643084 +304.7468,297.86703,-0.08504007,396.59396,3400000.0,8573.0,212500.0,,1054720.0,0.00022,0.2,3.3643084 +304.7468,298.09665,-0.08519027,394.4933,3410000.0,8644.0,213125.0,,1064960.0,0.00022,0.2,3.3655941 +305.59348,298.33163,-0.08519027,395.42145,3420000.0,8649.0,213750.0,,1064960.0,0.00022,0.2,3.3655941 +306.08975,298.5716,-0.08519027,396.39432,3430000.0,8653.0,214375.0,,1064960.0,0.00022,0.2,3.3655941 +306.08975,298.79993,-0.08519027,397.3204,3440000.0,8658.0,215000.0,,1064960.0,0.00022,0.2,3.3655941 +306.24298,299.02985,-0.085461095,395.14374,3450000.0,8731.0,215625.0,,1075200.0,0.00022,0.2,3.374033 +306.6916,299.26102,-0.085461095,396.1076,3460000.0,8735.0,216250.0,,1075200.0,0.00022,0.2,3.374033 +306.6916,299.4784,-0.085461095,397.07062,3470000.0,8739.0,216875.0,,1075200.0,0.00022,0.2,3.374033 +307.24698,299.70126,-0.084402226,394.91602,3480000.0,8812.0,217500.0,,1085440.0,0.00022,0.2,3.3945591 +307.24698,299.90842,-0.084402226,395.87115,3490000.0,8816.0,218125.0,,1085440.0,0.00022,0.2,3.3945591 +307.52716,300.1045,-0.084402226,396.8254,3500000.0,8820.0,218750.0,,1085440.0,0.00022,0.2,3.3945591 +307.17395,300.29706,-0.08584337,394.69244,3510000.0,8893.0,219375.0,,1095680.0,0.00022,0.2,3.4081864 +307.17395,300.47122,-0.08584337,395.63898,3520000.0,8897.0,220000.0,,1095680.0,0.00022,0.2,3.4081864 +306.98297,300.6435,-0.08584337,396.58466,3530000.0,8901.0,220625.0,,1095680.0,0.00022,0.2,3.4081864 +306.8774,300.79904,-0.084670775,394.42896,3540000.0,8975.0,221250.0,,1105920.0,0.00022,0.2,3.4420366 +306.8774,300.94098,-0.084670775,395.36697,3550000.0,8979.0,221875.0,,1105920.0,0.00022,0.2,3.4420366 +306.7968,301.08212,-0.084670775,396.30414,3560000.0,8983.0,222500.0,,1105920.0,0.00022,0.2,3.4420366 +306.7968,301.21054,-0.084670775,397.28467,3570000.0,8986.0,223125.0,,1105920.0,0.00022,0.2,3.4420366 +306.8307,301.33594,-0.08518764,395.09988,3580000.0,9061.0,223750.0,,1116160.0,0.00022,0.2,3.4863486 +306.50357,301.45804,-0.08518764,396.0287,3590000.0,9065.0,224375.0,,1116160.0,0.00022,0.2,3.4863486 +306.50357,301.57086,-0.08518764,397.00043,3600000.0,9068.0,225000.0,,1116160.0,0.00022,0.2,3.4863486 +306.52216,301.68384,-0.086824276,394.7944,3610000.0,9144.0,225625.0,,1126400.0,0.00022,0.2,3.5052757 +306.58804,301.79208,-0.086824276,395.75818,3620000.0,9147.0,226250.0,,1126400.0,0.00022,0.2,3.5052757 +306.58804,301.90002,-0.086824276,396.67795,3630000.0,9151.0,226875.0,,1126400.0,0.00022,0.2,3.5052757 +306.89758,302.01108,-0.08963991,394.49442,3640000.0,9227.0,227500.0,,1136640.0,0.00022,0.2,3.5082994 +306.89758,302.12292,-0.08963991,395.40677,3650000.0,9231.0,228125.0,,1136640.0,0.00022,0.2,3.5082994 +306.90652,302.2223,-0.08963991,396.31836,3660000.0,9235.0,228750.0,,1136640.0,0.00022,0.2,3.5082994 +307.23544,302.325,-0.08963991,397.27213,3670000.0,9238.0,229375.0,,1136640.0,0.00022,0.2,3.5082994 +307.23544,302.4268,-0.08908492,395.14658,3680000.0,9313.0,230000.0,,1146880.0,0.00022,0.2,3.5169678 +307.65515,302.53275,-0.08908492,396.05023,3690000.0,9317.0,230625.0,,1146880.0,0.00022,0.2,3.5169678 +307.95773,302.64423,-0.08908492,396.9957,3700000.0,9320.0,231250.0,,1146880.0,0.00022,0.2,3.5169678 +307.95773,302.75116,-0.088498406,394.93292,3710000.0,9394.0,231875.0,,1157120.0,0.00022,0.2,3.5364237 +308.5045,302.86362,-0.088498406,395.8289,3720000.0,9398.0,232500.0,,1157120.0,0.00022,0.2,3.5364237 +308.5045,302.96838,-0.088498406,396.7241,3730000.0,9402.0,233125.0,,1157120.0,0.00022,0.2,3.5364237 +308.57803,303.07242,-0.087851636,394.59802,3740000.0,9478.0,233750.0,,1167360.0,0.00022,0.2,3.5632021 +309.1141,303.1818,-0.087851636,395.5279,3750000.0,9481.0,234375.0,,1167360.0,0.00022,0.2,3.5632021 +309.1141,303.28317,-0.087851636,396.4154,3760000.0,9485.0,235000.0,,1167360.0,0.00022,0.2,3.5632021 +309.23312,303.38577,-0.08944576,394.3102,3770000.0,9561.0,235625.0,,1177600.0,0.00022,0.2,3.5854802 +309.5427,303.49445,-0.08944576,395.1908,3780000.0,9565.0,236250.0,,1177600.0,0.00022,0.2,3.5854802 +309.5427,303.60242,-0.08944576,396.11203,3790000.0,9568.0,236875.0,,1177600.0,0.00022,0.2,3.5854802 +309.65964,303.71155,-0.08944576,396.9912,3800000.0,9572.0,237500.0,,1177600.0,0.00022,0.2,3.5854802 +309.65964,303.82217,-0.08999038,394.94144,3810000.0,9647.0,238125.0,,1187840.0,0.00022,0.2,3.6000712 +309.4456,303.93768,-0.08999038,395.8139,3820000.0,9651.0,238750.0,,1187840.0,0.00022,0.2,3.6000712 +309.6114,304.0548,-0.08999038,396.72675,3830000.0,9654.0,239375.0,,1187840.0,0.00022,0.2,3.6000712 +309.6114,304.16885,-0.091056034,394.61514,3840000.0,9731.0,240000.0,,1198080.0,0.00022,0.2,3.5981023 +310.00314,304.28687,-0.091056034,395.48022,3850000.0,9735.0,240625.0,,1198080.0,0.00022,0.2,3.5981023 +310.29443,304.41263,-0.091056034,396.38528,3860000.0,9738.0,241250.0,,1198080.0,0.00022,0.2,3.5981023 +310.29443,304.53485,-0.0919234,394.37482,3870000.0,9813.0,241875.0,,1208320.0,0.00022,0.2,3.6214406 +310.8751,304.6629,-0.0919234,395.23276,3880000.0,9817.0,242500.0,,1208320.0,0.00022,0.2,3.6214406 +310.8751,304.7884,-0.0919234,396.13034,3890000.0,9820.0,243125.0,,1208320.0,0.00022,0.2,3.6214406 +310.93762,304.91013,-0.09124416,394.13846,3900000.0,9895.0,243750.0,,1218560.0,0.00022,0.2,3.6604147 +311.103,305.03354,-0.09124416,394.98938,3910000.0,9899.0,244375.0,,1218560.0,0.00022,0.2,3.6604147 +311.103,305.14716,-0.09124416,395.8796,3920000.0,9902.0,245000.0,,1218560.0,0.00022,0.2,3.6604147 +311.9644,305.2694,-0.09124416,396.76932,3930000.0,9905.0,245625.0,,1218560.0,0.00022,0.2,3.6604147 +312.45142,305.39227,-0.09272357,394.8687,3940000.0,9978.0,246250.0,,1228800.0,0.00022,0.2,3.675055 +312.45142,305.50665,-0.09272357,395.75192,3950000.0,9981.0,246875.0,,1228800.0,0.00022,0.2,3.675055 +313.27484,305.62927,-0.09272357,396.6346,3960000.0,9984.0,247500.0,,1228800.0,0.00022,0.2,3.675055 +313.27484,305.7508,-0.09496607,395.81256,3970000.0,10030.0,248125.0,,1239040.0,0.00022,0.2,3.6787748 +313.83463,305.8754,-0.09496607,396.73047,3980000.0,10032.0,248750.0,,1239040.0,0.00022,0.2,3.6787748 +314.79443,306.00964,-0.09496607,397.648,3990000.0,10034.0,249375.0,,1239040.0,0.00022,0.2,3.6787748 +314.79443,306.1441,-0.09307811,396.94354,4000000.0,10077.0,250000.0,,1249280.0,0.00022,0.2,3.6799102 diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_eval.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..64dfc955c63e33bb9a7caf1731cf1a5b7f33cb2a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_eval.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 306.14410400390625, + "strength": 174.59642028808594, + "max_strength": 315.9417419433594, + "final_strength": 315.9417419433594, + "sample_efficiency": 5.110751999382046e-07, + "training_efficiency": 1.6115124026327976e-06, + "stability": 0.9997609853744507 + }, + "local": { + "mean_returns": [ + NaN, + 23.77413558959961, + 23.77413558959961, + 28.7083683013916, + 24.048067092895508, + 24.048067092895508, + 23.132265090942383, + 23.132265090942383, + 23.39411163330078, + 23.29899024963379, + 23.29899024963379, + 23.368587493896484, + 22.819622039794922, + 22.819622039794922, + 23.834054946899414, + 23.834054946899414, + 25.14122772216797, + 24.94792366027832, + 24.94792366027832, + 24.77754020690918, + 24.969362258911133, + 24.969362258911133, + 24.315704345703125, + 24.315704345703125, + 24.220821380615234, + 24.013948440551758, + 24.013948440551758, + 24.019075393676758, + 23.89438819885254, + 23.89438819885254, + 23.955522537231445, + 23.955522537231445, + 23.77259063720703, + 23.823394775390625, + 23.823394775390625, + 23.690044403076172, + 23.52558708190918, + 23.52558708190918, + 23.521190643310547, + 23.521190643310547, + 23.421852111816406, + 23.271574020385742, + 23.271574020385742, + 23.208765029907227, + 23.120094299316406, + 23.120094299316406, + 23.017099380493164, + 23.017099380493164, + 22.912431716918945, + 22.834653854370117, + 22.834653854370117, + 22.713964462280273, + 22.666500091552734, + 22.666500091552734, + 22.78982925415039, + 22.78982925415039, + 22.895727157592773, + 23.021867752075195, + 23.021867752075195, + 23.08018684387207, + 23.331172943115234, + 23.331172943115234, + 23.27912712097168, + 23.27912712097168, + 23.036848068237305, + 22.979827880859375, + 22.979827880859375, + 22.90532112121582, + 22.862531661987305, + 22.862531661987305, + 22.681814193725586, + 22.681814193725586, + 22.68306541442871, + 22.754680633544922, + 22.754680633544922, + 22.901378631591797, + 22.894311904907227, + 22.894311904907227, + 23.02117156982422, + 23.02117156982422, + 23.161243438720703, + 23.097715377807617, + 23.097715377807617, + 23.24555778503418, + 23.18065071105957, + 23.18065071105957, + 23.327760696411133, + 23.327760696411133, + 23.471263885498047, + 23.628860473632812, + 23.628860473632812, + 23.933713912963867, + 23.991899490356445, + 23.991899490356445, + 24.13573455810547, + 24.13573455810547, + 24.472803115844727, + 24.61953353881836, + 24.61953353881836, + 24.810182571411133, + 25.13666343688965, + 25.13666343688965, + 25.44420623779297, + 25.44420623779297, + 25.560258865356445, + 25.719579696655273, + 25.719579696655273, + 26.28536605834961, + 26.623437881469727, + 26.623437881469727, + 26.802154541015625, + 26.802154541015625, + 26.793785095214844, + 27.062807083129883, + 27.062807083129883, + 27.020687103271484, + 26.756296157836914, + 26.756296157836914, + 27.36915397644043, + 27.36915397644043, + 26.936227798461914, + 27.14849853515625, + 27.14849853515625, + 26.987810134887695, + 26.53087043762207, + 26.53087043762207, + 26.5036563873291, + 26.5036563873291, + 25.923826217651367, + 25.966279983520508, + 25.966279983520508, + 25.881591796875, + 27.71791648864746, + 27.71791648864746, + 29.269670486450195, + 29.269670486450195, + 31.00672149658203, + 31.874399185180664, + 31.874399185180664, + 33.803165435791016, + 35.52499008178711, + 35.52499008178711, + 37.291561126708984, + 37.291561126708984, + 39.64519500732422, + 40.716285705566406, + 40.716285705566406, + 41.13536071777344, + 43.650177001953125, + 43.650177001953125, + 44.052528381347656, + 44.052528381347656, + 45.441810607910156, + 45.94099426269531, + 45.94099426269531, + 48.90274429321289, + 52.24528121948242, + 52.24528121948242, + 54.140769958496094, + 54.140769958496094, + 59.07595443725586, + 63.21261978149414, + 63.21261978149414, + 67.97892761230469, + 78.37034606933594, + 78.37034606933594, + 88.94906616210938, + 88.94906616210938, + 103.31735229492188, + 116.44859313964844, + 116.44859313964844, + 131.07656860351562, + 143.2747802734375, + 143.2747802734375, + 152.4605255126953, + 152.4605255126953, + 162.37806701660156, + 168.17173767089844, + 168.17173767089844, + 173.26634216308594, + 172.9055938720703, + 172.9055938720703, + 176.23976135253906, + 176.23976135253906, + 182.1592559814453, + 184.1727752685547, + 184.1727752685547, + 186.0646209716797, + 189.8922119140625, + 189.8922119140625, + 199.34530639648438, + 199.34530639648438, + 203.97772216796875, + 208.61199951171875, + 208.61199951171875, + 213.49984741210938, + 218.38819885253906, + 218.38819885253906, + 221.4918975830078, + 221.4918975830078, + 225.01051330566406, + 228.0695037841797, + 228.0695037841797, + 230.9476776123047, + 230.9476776123047, + 234.07449340820312, + 238.18458557128906, + 238.18458557128906, + 242.00079345703125, + 245.54486083984375, + 245.54486083984375, + 248.5518035888672, + 248.5518035888672, + 251.53128051757812, + 254.8483123779297, + 254.8483123779297, + 256.23150634765625, + 258.7546081542969, + 258.7546081542969, + 260.7413024902344, + 260.7413024902344, + 263.2939147949219, + 266.5238342285156, + 266.5238342285156, + 268.7978210449219, + 270.73699951171875, + 270.73699951171875, + 272.0379943847656, + 272.0379943847656, + 274.2588806152344, + 275.67340087890625, + 275.67340087890625, + 276.41387939453125, + 277.44146728515625, + 277.44146728515625, + 279.2657165527344, + 279.2657165527344, + 280.2401123046875, + 280.8711242675781, + 280.8711242675781, + 281.7841796875, + 282.09613037109375, + 282.09613037109375, + 283.2536315917969, + 283.2536315917969, + 283.57269287109375, + 284.95635986328125, + 284.95635986328125, + 286.5316467285156, + 287.9192810058594, + 287.9192810058594, + 289.7570495605469, + 289.7570495605469, + 291.3209228515625, + 292.6843566894531, + 292.6843566894531, + 293.9537658691406, + 294.2919006347656, + 294.2919006347656, + 295.22344970703125, + 295.22344970703125, + 295.76513671875, + 295.792236328125, + 295.792236328125, + 295.7155456542969, + 296.966796875, + 296.966796875, + 297.0567321777344, + 297.0567321777344, + 296.81256103515625, + 297.25982666015625, + 297.25982666015625, + 298.02691650390625, + 298.1764221191406, + 298.1764221191406, + 298.9746398925781, + 298.9746398925781, + 298.67633056640625, + 298.7475280761719, + 298.7475280761719, + 298.59466552734375, + 297.89697265625, + 297.89697265625, + 298.2052307128906, + 298.2052307128906, + 297.7168273925781, + 298.0727844238281, + 298.0727844238281, + 298.3227233886719, + 298.76318359375, + 298.76318359375, + 299.7413024902344, + 299.7413024902344, + 300.1618347167969, + 301.01300048828125, + 301.01300048828125, + 301.1228942871094, + 301.37255859375, + 301.37255859375, + 301.3475036621094, + 301.3475036621094, + 301.464111328125, + 301.4494934082031, + 301.4494934082031, + 301.2733154296875, + 301.2502136230469, + 301.2502136230469, + 301.6000671386719, + 301.6000671386719, + 301.7747802734375, + 301.5966491699219, + 301.5966491699219, + 301.27880859375, + 301.5530090332031, + 301.5530090332031, + 301.8211669921875, + 301.8211669921875, + 301.7656555175781, + 301.6022644042969, + 301.6022644042969, + 302.2004089355469, + 302.3342590332031, + 302.3342590332031, + 302.3658447265625, + 302.3658447265625, + 302.1810607910156, + 302.3542175292969, + 302.3542175292969, + 302.6085205078125, + 302.65240478515625, + 302.65240478515625, + 302.76263427734375, + 302.76263427734375, + 303.3739929199219, + 303.90142822265625, + 303.90142822265625, + 303.900146484375, + 304.21673583984375, + 304.21673583984375, + 304.7467956542969, + 304.7467956542969, + 305.5934753417969, + 306.0897521972656, + 306.0897521972656, + 306.24298095703125, + 306.69158935546875, + 306.69158935546875, + 307.2469787597656, + 307.2469787597656, + 307.52716064453125, + 307.1739501953125, + 307.1739501953125, + 306.98297119140625, + 306.8774108886719, + 306.8774108886719, + 306.79681396484375, + 306.79681396484375, + 306.8306884765625, + 306.5035705566406, + 306.5035705566406, + 306.52215576171875, + 306.5880432128906, + 306.5880432128906, + 306.8975830078125, + 306.8975830078125, + 306.9065246582031, + 307.2354431152344, + 307.2354431152344, + 307.6551513671875, + 307.9577331542969, + 307.9577331542969, + 308.5044860839844, + 308.5044860839844, + 308.5780334472656, + 309.1141052246094, + 309.1141052246094, + 309.2331237792969, + 309.5426940917969, + 309.5426940917969, + 309.6596374511719, + 309.6596374511719, + 309.4455871582031, + 309.61138916015625, + 309.61138916015625, + 310.0031433105469, + 310.29443359375, + 310.29443359375, + 310.8750915527344, + 310.8750915527344, + 310.9376220703125, + 311.1029968261719, + 311.1029968261719, + 311.9643859863281, + 312.451416015625, + 312.451416015625, + 313.27484130859375, + 313.27484130859375, + 313.8346252441406, + 314.79443359375, + 314.79443359375 + ], + "strengths": [ + NaN, + 24.921457290649414, + 24.921457290649414, + 29.855690002441406, + 25.195388793945312, + 25.195388793945312, + 24.279586791992188, + 24.279586791992188, + 24.541433334350586, + 24.446311950683594, + 24.446311950683594, + 24.51590919494629, + 23.966943740844727, + 23.966943740844727, + 24.98137664794922, + 24.98137664794922, + 26.288549423217773, + 26.095245361328125, + 26.095245361328125, + 25.924861907958984, + 26.116683959960938, + 26.116683959960938, + 25.46302604675293, + 25.46302604675293, + 25.36814308166504, + 25.161270141601562, + 25.161270141601562, + 25.166397094726562, + 25.041709899902344, + 25.041709899902344, + 25.10284423828125, + 25.10284423828125, + 24.919912338256836, + 24.97071647644043, + 24.97071647644043, + 24.837366104125977, + 24.672908782958984, + 24.672908782958984, + 24.66851234436035, + 24.66851234436035, + 24.56917381286621, + 24.418895721435547, + 24.418895721435547, + 24.35608673095703, + 24.26741600036621, + 24.26741600036621, + 24.16442108154297, + 24.16442108154297, + 24.05975341796875, + 23.981975555419922, + 23.981975555419922, + 23.861286163330078, + 23.81382179260254, + 23.81382179260254, + 23.937150955200195, + 23.937150955200195, + 24.043048858642578, + 24.169189453125, + 24.169189453125, + 24.227508544921875, + 24.47849464416504, + 24.47849464416504, + 24.426448822021484, + 24.426448822021484, + 24.18416976928711, + 24.12714958190918, + 24.12714958190918, + 24.052642822265625, + 24.00985336303711, + 24.00985336303711, + 23.82913589477539, + 23.82913589477539, + 23.830387115478516, + 23.902002334594727, + 23.902002334594727, + 24.0487003326416, + 24.04163360595703, + 24.04163360595703, + 24.168493270874023, + 24.168493270874023, + 24.308565139770508, + 24.245037078857422, + 24.245037078857422, + 24.392879486083984, + 24.327972412109375, + 24.327972412109375, + 24.475082397460938, + 24.475082397460938, + 24.61858558654785, + 24.776182174682617, + 24.776182174682617, + 25.081035614013672, + 25.13922119140625, + 25.13922119140625, + 25.283056259155273, + 25.283056259155273, + 25.62012481689453, + 25.766855239868164, + 25.766855239868164, + 25.957504272460938, + 26.283985137939453, + 26.283985137939453, + 26.591527938842773, + 26.591527938842773, + 26.70758056640625, + 26.866901397705078, + 26.866901397705078, + 27.432687759399414, + 27.77075958251953, + 27.77075958251953, + 27.94947624206543, + 27.94947624206543, + 27.94110679626465, + 28.210128784179688, + 28.210128784179688, + 28.16800880432129, + 27.90361785888672, + 27.90361785888672, + 28.516475677490234, + 28.516475677490234, + 28.08354949951172, + 28.295820236206055, + 28.295820236206055, + 28.1351318359375, + 27.678192138671875, + 27.678192138671875, + 27.650978088378906, + 27.650978088378906, + 27.071147918701172, + 27.113601684570312, + 27.113601684570312, + 27.028913497924805, + 28.865238189697266, + 28.865238189697266, + 30.4169921875, + 30.4169921875, + 32.15404510498047, + 33.02172088623047, + 33.02172088623047, + 34.95048904418945, + 36.67231369018555, + 36.67231369018555, + 38.43888473510742, + 38.43888473510742, + 40.792518615722656, + 41.863609313964844, + 41.863609313964844, + 42.282684326171875, + 44.79750061035156, + 44.79750061035156, + 45.199851989746094, + 45.199851989746094, + 46.589134216308594, + 47.08831787109375, + 47.08831787109375, + 50.05006790161133, + 53.39260482788086, + 53.39260482788086, + 55.28809356689453, + 55.28809356689453, + 60.2232780456543, + 64.35993957519531, + 64.35993957519531, + 69.12625122070312, + 79.51766967773438, + 79.51766967773438, + 90.09638977050781, + 90.09638977050781, + 104.46467590332031, + 117.59591674804688, + 117.59591674804688, + 132.22389221191406, + 144.42210388183594, + 144.42210388183594, + 153.60784912109375, + 153.60784912109375, + 163.525390625, + 169.31906127929688, + 169.31906127929688, + 174.41366577148438, + 174.05291748046875, + 174.05291748046875, + 177.3870849609375, + 177.3870849609375, + 183.30657958984375, + 185.32009887695312, + 185.32009887695312, + 187.21194458007812, + 191.03953552246094, + 191.03953552246094, + 200.4926300048828, + 200.4926300048828, + 205.1250457763672, + 209.7593231201172, + 209.7593231201172, + 214.6471710205078, + 219.5355224609375, + 219.5355224609375, + 222.63922119140625, + 222.63922119140625, + 226.1578369140625, + 229.21682739257812, + 229.21682739257812, + 232.09500122070312, + 232.09500122070312, + 235.22181701660156, + 239.3319091796875, + 239.3319091796875, + 243.1481170654297, + 246.6921844482422, + 246.6921844482422, + 249.69912719726562, + 249.69912719726562, + 252.67860412597656, + 255.99563598632812, + 255.99563598632812, + 257.3788146972656, + 259.90191650390625, + 259.90191650390625, + 261.88861083984375, + 261.88861083984375, + 264.44122314453125, + 267.671142578125, + 267.671142578125, + 269.94512939453125, + 271.8843078613281, + 271.8843078613281, + 273.185302734375, + 273.185302734375, + 275.40618896484375, + 276.8207092285156, + 276.8207092285156, + 277.5611877441406, + 278.5887756347656, + 278.5887756347656, + 280.41302490234375, + 280.41302490234375, + 281.3874206542969, + 282.0184326171875, + 282.0184326171875, + 282.9314880371094, + 283.2434387207031, + 283.2434387207031, + 284.40093994140625, + 284.40093994140625, + 284.7200012207031, + 286.1036682128906, + 286.1036682128906, + 287.678955078125, + 289.06658935546875, + 289.06658935546875, + 290.90435791015625, + 290.90435791015625, + 292.4682312011719, + 293.8316650390625, + 293.8316650390625, + 295.10107421875, + 295.439208984375, + 295.439208984375, + 296.3707580566406, + 296.3707580566406, + 296.9124450683594, + 296.9395446777344, + 296.9395446777344, + 296.86285400390625, + 298.1141052246094, + 298.1141052246094, + 298.20404052734375, + 298.20404052734375, + 297.9598693847656, + 298.4071350097656, + 298.4071350097656, + 299.1742248535156, + 299.32373046875, + 299.32373046875, + 300.1219482421875, + 300.1219482421875, + 299.8236389160156, + 299.89483642578125, + 299.89483642578125, + 299.7419738769531, + 299.0442810058594, + 299.0442810058594, + 299.3525390625, + 299.3525390625, + 298.8641357421875, + 299.2200927734375, + 299.2200927734375, + 299.47003173828125, + 299.9104919433594, + 299.9104919433594, + 300.88861083984375, + 300.88861083984375, + 301.30914306640625, + 302.1603088378906, + 302.1603088378906, + 302.27020263671875, + 302.5198669433594, + 302.5198669433594, + 302.49481201171875, + 302.49481201171875, + 302.6114196777344, + 302.5968017578125, + 302.5968017578125, + 302.4206237792969, + 302.39752197265625, + 302.39752197265625, + 302.74737548828125, + 302.74737548828125, + 302.9220886230469, + 302.74395751953125, + 302.74395751953125, + 302.4261169433594, + 302.7003173828125, + 302.7003173828125, + 302.9684753417969, + 302.9684753417969, + 302.9129638671875, + 302.74957275390625, + 302.74957275390625, + 303.34771728515625, + 303.4815673828125, + 303.4815673828125, + 303.5131530761719, + 303.5131530761719, + 303.328369140625, + 303.50152587890625, + 303.50152587890625, + 303.7558288574219, + 303.7997131347656, + 303.7997131347656, + 303.9099426269531, + 303.9099426269531, + 304.52130126953125, + 305.0487365722656, + 305.0487365722656, + 305.0474548339844, + 305.3640441894531, + 305.3640441894531, + 305.89410400390625, + 305.89410400390625, + 306.74078369140625, + 307.237060546875, + 307.237060546875, + 307.3902893066406, + 307.8388977050781, + 307.8388977050781, + 308.394287109375, + 308.394287109375, + 308.6744689941406, + 308.3212585449219, + 308.3212585449219, + 308.1302795410156, + 308.02471923828125, + 308.02471923828125, + 307.9441223144531, + 307.9441223144531, + 307.9779968261719, + 307.65087890625, + 307.65087890625, + 307.6694641113281, + 307.7353515625, + 307.7353515625, + 308.0448913574219, + 308.0448913574219, + 308.0538330078125, + 308.38275146484375, + 308.38275146484375, + 308.8024597167969, + 309.10504150390625, + 309.10504150390625, + 309.65179443359375, + 309.65179443359375, + 309.725341796875, + 310.26141357421875, + 310.26141357421875, + 310.38043212890625, + 310.69000244140625, + 310.69000244140625, + 310.80694580078125, + 310.80694580078125, + 310.5928955078125, + 310.7586975097656, + 310.7586975097656, + 311.15045166015625, + 311.4417419433594, + 311.4417419433594, + 312.02239990234375, + 312.02239990234375, + 312.0849304199219, + 312.25030517578125, + 312.25030517578125, + 313.1116943359375, + 313.5987243652344, + 313.5987243652344, + 314.4221496582031, + 314.4221496582031, + 314.98193359375, + 315.9417419433594, + 315.9417419433594 + ], + "sample_efficiencies": [ + NaN, + 4.999999873689376e-05, + 4.166666622040793e-05, + 3.542320700944401e-05, + 3.1718573154648766e-05, + 2.8803357054130174e-05, + 2.651997965585906e-05, + 2.4614566427771933e-05, + 2.298360959684942e-05, + 2.1589276002487168e-05, + 2.0377216060296632e-05, + 1.930972393893171e-05, + 1.838335629145149e-05, + 1.7553236830281094e-05, + 1.6775122276158072e-05, + 1.6073023289209232e-05, + 1.5404590158141218e-05, + 1.4802514670009259e-05, + 1.4252965229388792e-05, + 1.3752061931882054e-05, + 1.3287140063766856e-05, + 1.2857296496804338e-05, + 1.2468007298593875e-05, + 1.2104852430638857e-05, + 1.1766366696974728e-05, + 1.1451339560153428e-05, + 1.115496525017079e-05, + 1.0875501175178215e-05, + 1.0612788173602894e-05, + 1.0364097761339508e-05, + 1.0127729183295742e-05, + 9.903281352308113e-06, + 9.691340892459266e-06, + 9.489015610597562e-06, + 9.296019925386645e-06, + 9.112652151088696e-06, + 8.938394785218406e-06, + 8.771478860580828e-06, + 8.61145781527739e-06, + 8.457869625999592e-06, + 8.310896191687789e-06, + 8.170389264705591e-06, + 8.035104656300973e-06, + 7.905074198788498e-06, + 7.780113264743704e-06, + 7.65949152992107e-06, + 7.543460014858283e-06, + 7.431286121573066e-06, + 7.323232694034232e-06, + 7.218955943244509e-06, + 7.11793290975038e-06, + 7.02049055689713e-06, + 6.926152764208382e-06, + 6.8345893851073924e-06, + 6.745222890458535e-06, + 6.658416623395169e-06, + 6.573690370714758e-06, + 6.490904070233228e-06, + 6.41040696791606e-06, + 6.3319143919216e-06, + 6.254754680412589e-06, + 6.179663159855409e-06, + 6.106708497100044e-06, + 6.035647402313771e-06, + 5.96708059674711e-06, + 5.900378255319083e-06, + 5.835311640112195e-06, + 5.772012173110852e-06, + 5.710325694963103e-06, + 5.650083949149121e-06, + 5.591671651927754e-06, + 5.534580850508064e-06, + 5.478761977428803e-06, + 5.424013124866178e-06, + 5.3704611673310865e-06, + 5.317749582900433e-06, + 5.2661866902781185e-06, + 5.2157192840240896e-06, + 5.166054052097024e-06, + 5.1174251893826295e-06, + 5.069528015155811e-06, + 5.0227354222442955e-06, + 4.976890068064677e-06, + 4.931692728860071e-06, + 4.887512204732047e-06, + 4.844199793296866e-06, + 4.801476279681083e-06, + 4.759579951496562e-06, + 4.718247964774491e-06, + 4.677448032452958e-06, + 4.637424353859387e-06, + 4.597676252160454e-06, + 4.55858935310971e-06, + 4.520235052041244e-06, + 4.482378699321998e-06, + 4.445222202775767e-06, + 4.408263066579821e-06, + 4.371777777123498e-06, + 4.3359596020309255e-06, + 4.300532964407466e-06, + 4.265314146323362e-06, + 4.230734703014605e-06, + 4.196383088128641e-06, + 4.162650384387234e-06, + 4.129376520722872e-06, + 4.096500106243184e-06, + 4.06420531362528e-06, + 4.03181502406369e-06, + 3.999611635663314e-06, + 3.967982138419757e-06, + 3.936712346330751e-06, + 3.905992798536317e-06, + 3.8758166738261934e-06, + 3.845878381980583e-06, + 3.816455773630878e-06, + 3.7875793168495875e-06, + 3.759454330065637e-06, + 3.731795004568994e-06, + 3.7039974358776817e-06, + 3.6766625726158964e-06, + 3.6501826343737775e-06, + 3.623932570917532e-06, + 3.598103603508207e-06, + 3.572828518372262e-06, + 3.5483494684740435e-06, + 3.524243311403552e-06, + 3.500524599076016e-06, + 3.4771603623084957e-06, + 3.4546214919828344e-06, + 3.4323716135986615e-06, + 3.4104391488654073e-06, + 3.3888838970597135e-06, + 3.3661988254607422e-06, + 3.343852768011857e-06, + 3.320665200590156e-06, + 3.297838702565059e-06, + 3.274093387517496e-06, + 3.250110012231744e-06, + 3.2265252229990438e-06, + 3.20198705594521e-06, + 3.176698555762414e-06, + 3.1518679861619603e-06, + 3.1263195978681324e-06, + 3.1012477847980335e-06, + 3.0751484700886067e-06, + 3.0488929496641504e-06, + 3.0231574328354327e-06, + 2.9976756650285097e-06, + 2.9712236937484704e-06, + 2.9453158276737668e-06, + 2.9197096864663763e-06, + 2.894623321481049e-06, + 2.8692929845419712e-06, + 2.8442186703614425e-06, + 2.819657538566389e-06, + 2.7940975542151136e-06, + 2.7674332159222104e-06, + 2.7413707357482053e-06, + 2.714995616770466e-06, + 2.6892225832853e-06, + 2.6618113224685658e-06, + 2.6332554625696503e-06, + 2.605434247016092e-06, + 2.576339056759025e-06, + 2.5438414468226256e-06, + 2.5123392788373167e-06, + 2.477794168953551e-06, + 2.4444109385513e-06, + 2.4070850486168638e-06, + 2.3667500954616116e-06, + 2.3280904315470252e-06, + 2.286496510350844e-06, + 2.243186372652417e-06, + 2.201935785706155e-06, + 2.1601581465802155e-06, + 2.1203870801400626e-06, + 2.080091917378013e-06, + 2.040429080807371e-06, + 2.0027059690619353e-06, + 1.9657252323668217e-06, + 1.930581902342965e-06, + 1.8970705468746019e-06, + 1.864477553681354e-06, + 1.8333504385736887e-06, + 1.8026194084086455e-06, + 1.7729328192217508e-06, + 1.7445418052375317e-06, + 1.717088593977678e-06, + 1.690263275122561e-06, + 1.6645610685372958e-06, + 1.638717776586418e-06, + 1.613958829693729e-06, + 1.5896778222668217e-06, + 1.5658771417292883e-06, + 1.5430509847647045e-06, + 1.5206383068289142e-06, + 1.4986434280217509e-06, + 1.477528826399066e-06, + 1.4569593531632563e-06, + 1.4371878478414146e-06, + 1.417872113051999e-06, + 1.3990386378281983e-06, + 1.3809097936245962e-06, + 1.363229443995806e-06, + 1.3461908565659542e-06, + 1.3295406233737594e-06, + 1.3132024605511106e-06, + 1.2974390983799822e-06, + 1.2819807579944609e-06, + 1.2668394901993452e-06, + 1.2522151564553496e-06, + 1.2379108511595405e-06, + 1.2240815294717322e-06, + 1.2105457471989212e-06, + 1.1972783795499709e-06, + 1.1844374512293143e-06, + 1.1719351959982305e-06, + 1.1597049933698145e-06, + 1.1478517762952833e-06, + 1.1362708391970955e-06, + 1.1250367606407963e-06, + 1.1140282367705368e-06, + 1.103212525777053e-06, + 1.092710590455681e-06, + 1.0824226137629012e-06, + 1.0723547347879503e-06, + 1.0625685717968736e-06, + 1.0530067129366216e-06, + 1.0437044011268881e-06, + 1.0345780765419477e-06, + 1.0256485438731033e-06, + 1.0169528650294524e-06, + 1.0084589803227573e-06, + 1.0001506325352238e-06, + 9.920509000949096e-07, + 9.841004384725238e-07, + 9.763444950294797e-07, + 9.687496458354872e-07, + 9.613193014956778e-07, + 9.540636938254465e-07, + 9.469534347772424e-07, + 9.399984151059471e-07, + 9.332004538009642e-07, + 9.265269227398676e-07, + 9.200004456033639e-07, + 9.136084599958849e-07, + 9.073235105461208e-07, + 9.011720294438419e-07, + 8.951165000326e-07, + 8.89158627614961e-07, + 8.833234232952236e-07, + 8.77570812463091e-07, + 8.71934332735691e-07, + 8.663807875564089e-07, + 8.609119390712294e-07, + 8.555502972740214e-07, + 8.502699415657844e-07, + 8.450850828012335e-07, + 8.39998506307893e-07, + 8.349915674443764e-07, + 8.300775675706973e-07, + 8.252448537859891e-07, + 8.204992809623946e-07, + 8.158386890499969e-07, + 8.112616001199058e-07, + 8.067457883953466e-07, + 8.02308136371721e-07, + 7.979452902873163e-07, + 7.936562269605929e-07, + 7.894423674770223e-07, + 7.852919452489004e-07, + 7.812093940628984e-07, + 7.771825494273799e-07, + 7.73218346239446e-07, + 7.693170118727721e-07, + 7.654667797396542e-07, + 7.616764605700155e-07, + 7.579481007269351e-07, + 7.54275561121176e-07, + 7.506582733185496e-07, + 7.470965783795691e-07, + 7.435954216816754e-07, + 7.40145139843662e-07, + 7.36740901174926e-07, + 7.333851499424782e-07, + 7.300820357158955e-07, + 7.268210424626886e-07, + 7.236051260406384e-07, + 7.204304210972623e-07, + 7.172941991484549e-07, + 7.142000981730234e-07, + 7.111372610779654e-07, + 7.081149533405551e-07, + 7.051281158965139e-07, + 7.021717465249822e-07, + 6.992535759309249e-07, + 6.963717282815196e-07, + 6.935241003702686e-07, + 6.907122838128998e-07, + 6.879357101752248e-07, + 6.851934131191229e-07, + 6.824835736551904e-07, + 6.798067602176161e-07, + 6.77162120155117e-07, + 6.74550506118976e-07, + 6.719698717461142e-07, + 6.694194212286675e-07, + 6.668956871180853e-07, + 6.64400999994541e-07, + 6.619333134949557e-07, + 6.594950718863402e-07, + 6.570841151187778e-07, + 6.547024895553477e-07, + 6.523449656015146e-07, + 6.500132485598442e-07, + 6.477047804764879e-07, + 6.454212098105927e-07, + 6.431624228753208e-07, + 6.409288175746042e-07, + 6.387186317624582e-07, + 6.365272042785364e-07, + 6.343576046674571e-07, + 6.3221034451999e-07, + 6.30084741715109e-07, + 6.27980739409395e-07, + 6.258990765672934e-07, + 6.238370815481176e-07, + 6.217954933163128e-07, + 6.197723223522189e-07, + 6.177685918373754e-07, + 6.157843017717823e-07, + 6.138184289739002e-07, + 6.11871314504242e-07, + 6.0993886563665e-07, + 6.080214234316372e-07, + 6.061220005904033e-07, + 6.042402560524351e-07, + 6.023740866112348e-07, + 6.005250838825305e-07, + 5.986898372611904e-07, + 5.968713594484143e-07, + 5.950643071628292e-07, + 5.932706699240953e-07, + 5.914931193728989e-07, + 5.897305754842819e-07, + 5.879811055820028e-07, + 5.86247040246235e-07, + 5.845250825586845e-07, + 5.828181315337133e-07, + 5.811244250253367e-07, + 5.794472599518485e-07, + 5.777844194199133e-07, + 5.761366992373951e-07, + 5.745033604398486e-07, + 5.728837209062476e-07, + 5.712780080102675e-07, + 5.696854827874631e-07, + 5.68105917864159e-07, + 5.665409048560832e-07, + 5.649884542435757e-07, + 5.634485091832175e-07, + 5.61920558084239e-07, + 5.604047146334779e-07, + 5.588993303717871e-07, + 5.574058263846382e-07, + 5.559239184549369e-07, + 5.544519581235363e-07, + 5.529914233193267e-07, + 5.515400971489726e-07, + 5.500984912032436e-07, + 5.486678560373548e-07, + 5.472455768540385e-07, + 5.458340410768869e-07, + 5.444327371151303e-07, + 5.430395049188519e-07, + 5.41656675068225e-07, + 5.402835085988045e-07, + 5.389191528593074e-07, + 5.375647447181109e-07, + 5.362197725844453e-07, + 5.348844638319861e-07, + 5.335597847988538e-07, + 5.322438596522261e-07, + 5.309373136697104e-07, + 5.296383278619032e-07, + 5.283474706629931e-07, + 5.270655947242631e-07, + 5.257903694655397e-07, + 5.245240117801586e-07, + 5.232661806076067e-07, + 5.220164212005329e-07, + 5.207751883062883e-07, + 5.195391281631601e-07, + 5.183095481697819e-07, + 5.170883241589763e-07, + 5.158722728992871e-07, + 5.146644070919137e-07, + 5.13462453000102e-07, + 5.122649895383802e-07, + 5.110755409987178e-07 + ], + "training_efficiencies": [ + NaN, + NaN, + NaN, + 3.658275454654358e-05, + 5.125252209836617e-05, + 6.023987953085452e-05, + 5.8445009926799685e-05, + 5.713801147066988e-05, + 5.613433677353896e-05, + 5.3601797844748944e-05, + 5.1560451538534835e-05, + 4.9875674449140206e-05, + 4.849429751629941e-05, + 4.6715951611986384e-05, + 4.512193117989227e-05, + 4.374057607492432e-05, + 4.2152612877544016e-05, + 4.076976256328635e-05, + 3.9546237530885264e-05, + 3.828652188531123e-05, + 3.7148260162211955e-05, + 3.612193540902808e-05, + 3.51076596416533e-05, + 3.418212872929871e-05, + 3.3337204513372853e-05, + 3.256611307733692e-05, + 3.178730548825115e-05, + 3.106574513367377e-05, + 3.039867806364782e-05, + 2.9730854294029996e-05, + 2.910568036895711e-05, + 2.8520582418423146e-05, + 2.794224019453395e-05, + 2.7397425583330914e-05, + 2.6884317776421085e-05, + 2.6402743969811127e-05, + 2.5926319722202606e-05, + 2.5475113943684846e-05, + 2.5047249437193386e-05, + 2.4622298951726407e-05, + 2.4219771148636937e-05, + 2.3838721972424537e-05, + 2.3460823285859078e-05, + 2.310093077539932e-05, + 2.2758144041290507e-05, + 2.2418564185500145e-05, + 2.2094642190495506e-05, + 2.1784029740956612e-05, + 2.1487190679181367e-05, + 2.1193811335251667e-05, + 2.091170426865574e-05, + 2.0641571609303355e-05, + 2.037441845459398e-05, + 2.0116905943723395e-05, + 1.9867258743033744e-05, + 1.962006717803888e-05, + 1.9380342564545572e-05, + 1.914756649057381e-05, + 1.8917247871286236e-05, + 1.8694003301789053e-05, + 1.8475828255759552e-05, + 1.8264709069626406e-05, + 1.805620559025556e-05, + 1.7854223187896423e-05, + 1.7660371668171138e-05, + 1.7468928490416147e-05, + 1.7283138731727377e-05, + 1.7103302525356412e-05, + 1.6925594536587596e-05, + 1.675288876867853e-05, + 1.658622204558924e-05, + 1.642408278712537e-05, + 1.6263447832898237e-05, + 1.610659819561988e-05, + 1.5953857655404136e-05, + 1.5801651898073032e-05, + 1.5653395166737027e-05, + 1.5508894648519345e-05, + 1.5365052604465745e-05, + 1.5224781236611307e-05, + 1.5087167412275448e-05, + 1.495127708039945e-05, + 1.4818650925008114e-05, + 1.4688391274830792e-05, + 1.456153768231161e-05, + 1.4435888260777574e-05, + 1.4312393432192039e-05, + 1.4191721675160807e-05, + 1.4071512850932777e-05, + 1.3953263078292366e-05, + 1.3837659025739413e-05, + 1.3721789400733542e-05, + 1.3608225344796665e-05, + 1.349715512333205e-05, + 1.3387880244408734e-05, + 1.327966765529709e-05, + 1.3172370017855428e-05, + 1.3066775863990188e-05, + 1.29622349049896e-05, + 1.2859150047006551e-05, + 1.2756975593219977e-05, + 1.265584614884574e-05, + 1.2555678040371276e-05, + 1.2457598131732084e-05, + 1.2360108485154342e-05, + 1.22640549307107e-05, + 1.216996224684408e-05, + 1.2075853192072827e-05, + 1.1981584975728765e-05, + 1.1889245797647163e-05, + 1.1798201740020886e-05, + 1.170811719930498e-05, + 1.1619858923950233e-05, + 1.1532521966728382e-05, + 1.1446099961176515e-05, + 1.1361496035533492e-05, + 1.1279300451860763e-05, + 1.1197930689377245e-05, + 1.1116356290585827e-05, + 1.1036335308745038e-05, + 1.0959003702737391e-05, + 1.0881848538701888e-05, + 1.0806110367411748e-05, + 1.0732170267147012e-05, + 1.0660112820914946e-05, + 1.0589315934339538e-05, + 1.0519815987208858e-05, + 1.0450943591422401e-05, + 1.0384653251094278e-05, + 1.0319357897969894e-05, + 1.0255135748593602e-05, + 1.0191647561441641e-05, + 1.0124975233338773e-05, + 1.0059439773613121e-05, + 9.991049410018604e-06, + 9.923867764882743e-06, + 9.854127711150795e-06, + 9.78330172074493e-06, + 9.713795407151338e-06, + 9.641626093070954e-06, + 9.566853805154096e-06, + 9.493584002484567e-06, + 9.418346962775104e-06, + 9.344661521026865e-06, + 9.267549103242345e-06, + 9.190129276248626e-06, + 9.114392014453188e-06, + 9.039012184075546e-06, + 8.960914783529006e-06, + 8.884572707756888e-06, + 8.808735401544254e-06, + 8.734581570024602e-06, + 8.659850209369324e-06, + 8.586016519984696e-06, + 8.513326974934898e-06, + 8.437824362772517e-06, + 8.359208550245967e-06, + 8.281983355118427e-06, + 8.203980542020872e-06, + 8.127900400722865e-06, + 8.046587026910856e-06, + 7.962036761455238e-06, + 7.879816621425562e-06, + 7.793410986778326e-06, + 7.697081855440047e-06, + 7.60387820264441e-06, + 7.501864729420049e-06, + 7.402790288324468e-06, + 7.292225745914038e-06, + 7.172975529101677e-06, + 7.058101346046897e-06, + 6.934747489140136e-06, + 6.806557848904049e-06, + 6.683830179099459e-06, + 6.559785560966702e-06, + 6.441938694479177e-06, + 6.321902674244484e-06, + 6.2039957811066415e-06, + 6.092092917242553e-06, + 5.982627499179216e-06, + 5.87801014262368e-06, + 5.778469130746089e-06, + 5.681871698470786e-06, + 5.5890791372803506e-06, + 5.497675374499522e-06, + 5.4095808081910945e-06, + 5.324825451680226e-06, + 5.24306187799084e-06, + 5.163356945558917e-06, + 5.087172212370206e-06, + 5.010084805689985e-06, + 4.9364125516149215e-06, + 4.864340553467628e-06, + 4.793237167177722e-06, + 4.725216967926826e-06, + 4.658597390516661e-06, + 4.5927881728857756e-06, + 4.529776106210193e-06, + 4.468550287128892e-06, + 4.409303073771298e-06, + 4.351574716565665e-06, + 4.2954375203407835e-06, + 4.2415463212819304e-06, + 4.188618731859606e-06, + 4.137751147936797e-06, + 4.088179593964014e-06, + 4.0391892071056645e-06, + 3.9920546441862825e-06, + 3.945961907447781e-06, + 3.900486717611784e-06, + 3.856689545500558e-06, + 3.813973535216064e-06, + 3.7723723380622687e-06, + 3.7317720398277743e-06, + 3.6920932870998513e-06, + 3.653802423286834e-06, + 3.6162380183668574e-06, + 3.579599933800637e-06, + 3.5441971704130992e-06, + 3.5093421502097044e-06, + 3.475632411209517e-06, + 3.4426996080583194e-06, + 3.410093313505058e-06, + 3.378529527253704e-06, + 3.347703795952839e-06, + 3.3176299893966643e-06, + 3.288165316917002e-06, + 3.2594650747341802e-06, + 3.231631126254797e-06, + 3.2041054964793148e-06, + 3.177257667630329e-06, + 3.151195414829999e-06, + 3.1255333396984497e-06, + 3.100511776210624e-06, + 3.0761957532376982e-06, + 3.0521355256496463e-06, + 3.0287392291938886e-06, + 3.0059018172323704e-06, + 2.983630565722706e-06, + 2.9617051495733904e-06, + 2.9402879135886906e-06, + 2.9194054604886333e-06, + 2.89882768811367e-06, + 2.8786917027900927e-06, + 2.859062760762754e-06, + 2.839681428667973e-06, + 2.8206861770740943e-06, + 2.8021545404044446e-06, + 2.7839714675792493e-06, + 2.7659332317853114e-06, + 2.748323595369584e-06, + 2.731020003921003e-06, + 2.713926051001181e-06, + 2.6971381430485053e-06, + 2.6806599180417834e-06, + 2.664372232175083e-06, + 2.6483835426915903e-06, + 2.632735231600236e-06, + 2.6172579055128153e-06, + 2.6020729819720145e-06, + 2.587217977634282e-06, + 2.572656740085222e-06, + 2.5582398848200683e-06, + 2.5441272555326577e-06, + 2.5303127131337533e-06, + 2.5165709303109907e-06, + 2.5031115455931285e-06, + 2.4899215986806666e-06, + 2.476849203958409e-06, + 2.464047611283604e-06, + 2.4514799861208303e-06, + 2.4390176349697867e-06, + 2.4267653770948527e-06, + 2.4147427666321164e-06, + 2.4029491214605514e-06, + 2.391214820818277e-06, + 2.379700617893832e-06, + 2.3684112875344e-06, + 2.3572010832140222e-06, + 2.3461950604541926e-06, + 2.335393219254911e-06, + 2.3246900582307717e-06, + 2.314176072104601e-06, + 2.3038357994664693e-06, + 2.293675379405613e-06, + 2.2835938580101356e-06, + 2.2736730898031965e-06, + 2.2639201233687345e-06, + 2.254216042274493e-06, + 2.2446595266956137e-06, + 2.2352614905685186e-06, + 2.2258850549405906e-06, + 2.216662096543587e-06, + 2.2075757897255244e-06, + 2.1985124476486817e-06, + 2.189594169976772e-06, + 2.1808145902468823e-06, + 2.172166432501399e-06, + 2.163560111512197e-06, + 2.155088395738858e-06, + 2.146747192455223e-06, + 2.1384412320912816e-06, + 2.130261918864562e-06, + 2.122205842169933e-06, + 2.1141895558685064e-06, + 2.106292868120363e-06, + 2.098512368320371e-06, + 2.0908371425321093e-06, + 2.083192384816357e-06, + 2.0756533558596857e-06, + 2.068226876872359e-06, + 2.0608283648471115e-06, + 2.0535419480438577e-06, + 2.04635102818429e-06, + 2.0391858015500475e-06, + 2.0321131160017103e-06, + 2.025137746386463e-06, + 2.018187387875514e-06, + 2.011334800045006e-06, + 2.004574525926728e-06, + 1.9978915588581003e-06, + 1.9912263269361574e-06, + 1.984649088626611e-06, + 1.9781577975663822e-06, + 1.9716856058948906e-06, + 1.9653009530884447e-06, + 1.958994971573702e-06, + 1.952706725205644e-06, + 1.946493284776807e-06, + 1.9403573787712958e-06, + 1.9342378436704166e-06, + 1.9281926597614074e-06, + 1.9222225091652945e-06, + 1.9163144315825775e-06, + 1.9104104467260186e-06, + 1.9045788803850883e-06, + 1.8988180272572208e-06, + 1.8930649048343184e-06, + 1.8873809040087508e-06, + 1.8817551108440966e-06, + 1.8761420506052673e-06, + 1.8705802631302504e-06, + 1.8650750917004189e-06, + 1.859634608081251e-06, + 1.8542028783485875e-06, + 1.8488265141058946e-06, + 1.8435123365634354e-06, + 1.8381991822025157e-06, + 1.8329470776734524e-06, + 1.8277498838870088e-06, + 1.8225687199446838e-06, + 1.8174459910369478e-06, + 1.8123838572137174e-06, + 1.8073326373269083e-06, + 1.802337465051096e-06, + 1.7973983403862803e-06, + 1.7925132169693825e-06, + 1.7876355968837743e-06, + 1.782815957085404e-06, + 1.7780480447981972e-06, + 1.7732874084686046e-06, + 1.7685763396002585e-06, + 1.76391529294051e-06, + 1.7592564063306781e-06, + 1.7546464050610666e-06, + 1.7500843796369736e-06, + 1.7455647594033508e-06, + 1.7410513919458026e-06, + 1.7365783833156456e-06, + 1.7321467566944193e-06, + 1.7277209281019168e-06, + 1.7233322751053493e-06, + 1.7189880736623309e-06, + 1.7146484196928213e-06, + 1.7103448044508696e-06, + 1.7060840491467388e-06, + 1.7018271591950906e-06, + 1.6976081269604038e-06, + 1.6934305904214852e-06, + 1.6892923895284184e-06, + 1.685158963482536e-06, + 1.6810685110613122e-06, + 1.6770153479228611e-06, + 1.6729666185710812e-06, + 1.6689514268364292e-06, + 1.6649709095872822e-06, + 1.660994598751131e-06, + 1.6570486423006514e-06, + 1.653139747759269e-06, + 1.6492341501361807e-06, + 1.6453631133117597e-06, + 1.6415280015280587e-06, + 1.6377181282223319e-06, + 1.6339056401193375e-06, + 1.6301283949360368e-06, + 1.6263759334833594e-06, + 1.6226271100094891e-06, + 1.6189057987503475e-06, + 1.6152071111719124e-06, + 1.6115120615722844e-06 + ], + "stabilities": [ + NaN, + 1.0, + 1.0, + 0.8439057469367981, + 1.0, + 0.9636520147323608, + 1.0, + 1.0, + 0.9961240291595459, + 1.0, + 1.0, + 0.977607786655426, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926468133926392, + 1.0, + 0.9934707283973694, + 1.0, + 1.0, + 0.9749716520309448, + 1.0, + 0.9962736964225769, + 0.9918451905250549, + 1.0, + 1.0, + 0.9950454831123352, + 1.0, + 1.0, + 1.0, + 0.992712676525116, + 1.0, + 1.0, + 0.9946597218513489, + 0.9933786392211914, + 1.0, + 0.9998217821121216, + 1.0, + 0.9959730505943298, + 0.993883490562439, + 1.0, + 0.9974278807640076, + 0.9963594079017639, + 1.0, + 0.9957558512687683, + 1.0, + 0.9956685304641724, + 0.9967672824859619, + 1.0, + 0.994967520236969, + 0.9980108141899109, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997873842716217, + 1.0, + 0.9900813102722168, + 0.9976422786712646, + 1.0, + 0.996911883354187, + 0.9982209801673889, + 1.0, + 0.9924731850624084, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997061491012573, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973865747451782, + 1.0, + 1.0, + 0.9973390698432922, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997005462646484, + 1.0, + 1.0, + 0.9985069036483765, + 0.9906137585639954, + 1.0, + 1.0, + 1.0, + 0.9848183989524841, + 1.0, + 1.0, + 0.9943211078643799, + 0.9837591052055359, + 1.0, + 0.9990167617797852, + 1.0, + 0.9790303707122803, + 1.0, + 1.0, + 0.9968765377998352, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979316592216492, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997417330741882, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991812109947205, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990060329437256, + 1.0, + 1.0, + 0.9994902610778809, + 0.9976723790168762, + 1.0, + 1.0, + 1.0, + 0.9983684420585632, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999171495437622, + 1.0, + 1.0, + 0.9999517202377319, + 1.0, + 0.999417781829834, + 0.999923586845398, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999411940574646, + 1.0, + 0.9989501237869263, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998167753219604, + 0.9994605779647827, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993911981582642, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999958276748657, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998855710029602, + 1.0, + 0.9993805885314941, + 0.999657392501831, + 1.0, + 0.999738335609436, + 1.0, + 1.0, + 0.9989378452301025, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993113279342651, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0 + ], + "opt_steps": [ + 0.0, + 0.0, + 0.0, + 10240.0, + 10240.0, + 10240.0, + 20480.0, + 20480.0, + 20480.0, + 30720.0, + 30720.0, + 30720.0, + 30720.0, + 40960.0, + 40960.0, + 40960.0, + 51200.0, + 51200.0, + 51200.0, + 61440.0, + 61440.0, + 61440.0, + 71680.0, + 71680.0, + 71680.0, + 71680.0, + 81920.0, + 81920.0, + 81920.0, + 92160.0, + 92160.0, + 92160.0, + 102400.0, + 102400.0, + 102400.0, + 102400.0, + 112640.0, + 112640.0, + 112640.0, + 122880.0, + 122880.0, + 122880.0, + 133120.0, + 133120.0, + 133120.0, + 143360.0, + 143360.0, + 143360.0, + 143360.0, + 153600.0, + 153600.0, + 153600.0, + 163840.0, + 163840.0, + 163840.0, + 174080.0, + 174080.0, + 174080.0, + 184320.0, + 184320.0, + 184320.0, + 184320.0, + 194560.0, + 194560.0, + 194560.0, + 204800.0, + 204800.0, + 204800.0, + 215040.0, + 215040.0, + 215040.0, + 215040.0, + 225280.0, + 225280.0, + 225280.0, + 235520.0, + 235520.0, + 235520.0, + 245760.0, + 245760.0, + 245760.0, + 256000.0, + 256000.0, + 256000.0, + 256000.0, + 266240.0, + 266240.0, + 266240.0, + 276480.0, + 276480.0, + 276480.0, + 286720.0, + 286720.0, + 286720.0, + 286720.0, + 296960.0, + 296960.0, + 296960.0, + 307200.0, + 307200.0, + 307200.0, + 317440.0, + 317440.0, + 317440.0, + 327680.0, + 327680.0, + 327680.0, + 327680.0, + 337920.0, + 337920.0, + 337920.0, + 348160.0, + 348160.0, + 348160.0, + 358400.0, + 358400.0, + 358400.0, + 368640.0, + 368640.0, + 368640.0, + 368640.0, + 378880.0, + 378880.0, + 378880.0, + 389120.0, + 389120.0, + 389120.0, + 399360.0, + 399360.0, + 399360.0, + 399360.0, + 409600.0, + 409600.0, + 409600.0, + 419840.0, + 419840.0, + 419840.0, + 430080.0, + 430080.0, + 430080.0, + 440320.0, + 440320.0, + 440320.0, + 440320.0, + 450560.0, + 450560.0, + 450560.0, + 460800.0, + 460800.0, + 460800.0, + 471040.0, + 471040.0, + 471040.0, + 471040.0, + 481280.0, + 481280.0, + 481280.0, + 491520.0, + 491520.0, + 491520.0, + 501760.0, + 501760.0, + 501760.0, + 512000.0, + 512000.0, + 512000.0, + 512000.0, + 522240.0, + 522240.0, + 522240.0, + 532480.0, + 532480.0, + 532480.0, + 542720.0, + 542720.0, + 542720.0, + 552960.0, + 552960.0, + 552960.0, + 552960.0, + 563200.0, + 563200.0, + 563200.0, + 573440.0, + 573440.0, + 573440.0, + 583680.0, + 583680.0, + 583680.0, + 583680.0, + 593920.0, + 593920.0, + 593920.0, + 604160.0, + 604160.0, + 604160.0, + 614400.0, + 614400.0, + 614400.0, + 624640.0, + 624640.0, + 624640.0, + 624640.0, + 634880.0, + 634880.0, + 634880.0, + 645120.0, + 645120.0, + 645120.0, + 655360.0, + 655360.0, + 655360.0, + 665600.0, + 665600.0, + 665600.0, + 665600.0, + 675840.0, + 675840.0, + 675840.0, + 686080.0, + 686080.0, + 686080.0, + 696320.0, + 696320.0, + 696320.0, + 696320.0, + 706560.0, + 706560.0, + 706560.0, + 716800.0, + 716800.0, + 716800.0, + 727040.0, + 727040.0, + 727040.0, + 737280.0, + 737280.0, + 737280.0, + 737280.0, + 747520.0, + 747520.0, + 747520.0, + 757760.0, + 757760.0, + 757760.0, + 768000.0, + 768000.0, + 768000.0, + 768000.0, + 778240.0, + 778240.0, + 778240.0, + 788480.0, + 788480.0, + 788480.0, + 798720.0, + 798720.0, + 798720.0, + 808960.0, + 808960.0, + 808960.0, + 808960.0, + 819200.0, + 819200.0, + 819200.0, + 829440.0, + 829440.0, + 829440.0, + 839680.0, + 839680.0, + 839680.0, + 849920.0, + 849920.0, + 849920.0, + 849920.0, + 860160.0, + 860160.0, + 860160.0, + 870400.0, + 870400.0, + 870400.0, + 880640.0, + 880640.0, + 880640.0, + 880640.0, + 890880.0, + 890880.0, + 890880.0, + 901120.0, + 901120.0, + 901120.0, + 911360.0, + 911360.0, + 911360.0, + 921600.0, + 921600.0, + 921600.0, + 921600.0, + 931840.0, + 931840.0, + 931840.0, + 942080.0, + 942080.0, + 942080.0, + 952320.0, + 952320.0, + 952320.0, + 952320.0, + 962560.0, + 962560.0, + 962560.0, + 972800.0, + 972800.0, + 972800.0, + 983040.0, + 983040.0, + 983040.0, + 993280.0, + 993280.0, + 993280.0, + 993280.0, + 1003520.0, + 1003520.0, + 1003520.0, + 1013760.0, + 1013760.0, + 1013760.0, + 1024000.0, + 1024000.0, + 1024000.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1044480.0, + 1044480.0, + 1044480.0, + 1054720.0, + 1054720.0, + 1054720.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1075200.0, + 1075200.0, + 1075200.0, + 1085440.0, + 1085440.0, + 1085440.0, + 1095680.0, + 1095680.0, + 1095680.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1116160.0, + 1116160.0, + 1116160.0, + 1126400.0, + 1126400.0, + 1126400.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1146880.0, + 1146880.0, + 1146880.0, + 1157120.0, + 1157120.0, + 1157120.0, + 1167360.0, + 1167360.0, + 1167360.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1187840.0, + 1187840.0, + 1187840.0, + 1198080.0, + 1198080.0, + 1198080.0, + 1208320.0, + 1208320.0, + 1208320.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1228800.0, + 1228800.0, + 1228800.0, + 1239040.0, + 1239040.0, + 1239040.0, + 1249280.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_scalar_eval.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..0d8a8cbcebbb5d1e0d888bfca354e8c70b240910 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 306.14410400390625, + "strength": 174.59642028808594, + "max_strength": 315.9417419433594, + "final_strength": 315.9417419433594, + "sample_efficiency": 5.110751999382046e-07, + "training_efficiency": 1.6115124026327976e-06, + "stability": 0.9997609853744507 +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_scalar_train.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..0d8a8cbcebbb5d1e0d888bfca354e8c70b240910 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 306.14410400390625, + "strength": 174.59642028808594, + "max_strength": 315.9417419433594, + "final_strength": 315.9417419433594, + "sample_efficiency": 5.110751999382046e-07, + "training_efficiency": 1.6115124026327976e-06, + "stability": 0.9997609853744507 +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_train.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..64dfc955c63e33bb9a7caf1731cf1a5b7f33cb2a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s0_session_metrics_train.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 306.14410400390625, + "strength": 174.59642028808594, + "max_strength": 315.9417419433594, + "final_strength": 315.9417419433594, + "sample_efficiency": 5.110751999382046e-07, + "training_efficiency": 1.6115124026327976e-06, + "stability": 0.9997609853744507 + }, + "local": { + "mean_returns": [ + NaN, + 23.77413558959961, + 23.77413558959961, + 28.7083683013916, + 24.048067092895508, + 24.048067092895508, + 23.132265090942383, + 23.132265090942383, + 23.39411163330078, + 23.29899024963379, + 23.29899024963379, + 23.368587493896484, + 22.819622039794922, + 22.819622039794922, + 23.834054946899414, + 23.834054946899414, + 25.14122772216797, + 24.94792366027832, + 24.94792366027832, + 24.77754020690918, + 24.969362258911133, + 24.969362258911133, + 24.315704345703125, + 24.315704345703125, + 24.220821380615234, + 24.013948440551758, + 24.013948440551758, + 24.019075393676758, + 23.89438819885254, + 23.89438819885254, + 23.955522537231445, + 23.955522537231445, + 23.77259063720703, + 23.823394775390625, + 23.823394775390625, + 23.690044403076172, + 23.52558708190918, + 23.52558708190918, + 23.521190643310547, + 23.521190643310547, + 23.421852111816406, + 23.271574020385742, + 23.271574020385742, + 23.208765029907227, + 23.120094299316406, + 23.120094299316406, + 23.017099380493164, + 23.017099380493164, + 22.912431716918945, + 22.834653854370117, + 22.834653854370117, + 22.713964462280273, + 22.666500091552734, + 22.666500091552734, + 22.78982925415039, + 22.78982925415039, + 22.895727157592773, + 23.021867752075195, + 23.021867752075195, + 23.08018684387207, + 23.331172943115234, + 23.331172943115234, + 23.27912712097168, + 23.27912712097168, + 23.036848068237305, + 22.979827880859375, + 22.979827880859375, + 22.90532112121582, + 22.862531661987305, + 22.862531661987305, + 22.681814193725586, + 22.681814193725586, + 22.68306541442871, + 22.754680633544922, + 22.754680633544922, + 22.901378631591797, + 22.894311904907227, + 22.894311904907227, + 23.02117156982422, + 23.02117156982422, + 23.161243438720703, + 23.097715377807617, + 23.097715377807617, + 23.24555778503418, + 23.18065071105957, + 23.18065071105957, + 23.327760696411133, + 23.327760696411133, + 23.471263885498047, + 23.628860473632812, + 23.628860473632812, + 23.933713912963867, + 23.991899490356445, + 23.991899490356445, + 24.13573455810547, + 24.13573455810547, + 24.472803115844727, + 24.61953353881836, + 24.61953353881836, + 24.810182571411133, + 25.13666343688965, + 25.13666343688965, + 25.44420623779297, + 25.44420623779297, + 25.560258865356445, + 25.719579696655273, + 25.719579696655273, + 26.28536605834961, + 26.623437881469727, + 26.623437881469727, + 26.802154541015625, + 26.802154541015625, + 26.793785095214844, + 27.062807083129883, + 27.062807083129883, + 27.020687103271484, + 26.756296157836914, + 26.756296157836914, + 27.36915397644043, + 27.36915397644043, + 26.936227798461914, + 27.14849853515625, + 27.14849853515625, + 26.987810134887695, + 26.53087043762207, + 26.53087043762207, + 26.5036563873291, + 26.5036563873291, + 25.923826217651367, + 25.966279983520508, + 25.966279983520508, + 25.881591796875, + 27.71791648864746, + 27.71791648864746, + 29.269670486450195, + 29.269670486450195, + 31.00672149658203, + 31.874399185180664, + 31.874399185180664, + 33.803165435791016, + 35.52499008178711, + 35.52499008178711, + 37.291561126708984, + 37.291561126708984, + 39.64519500732422, + 40.716285705566406, + 40.716285705566406, + 41.13536071777344, + 43.650177001953125, + 43.650177001953125, + 44.052528381347656, + 44.052528381347656, + 45.441810607910156, + 45.94099426269531, + 45.94099426269531, + 48.90274429321289, + 52.24528121948242, + 52.24528121948242, + 54.140769958496094, + 54.140769958496094, + 59.07595443725586, + 63.21261978149414, + 63.21261978149414, + 67.97892761230469, + 78.37034606933594, + 78.37034606933594, + 88.94906616210938, + 88.94906616210938, + 103.31735229492188, + 116.44859313964844, + 116.44859313964844, + 131.07656860351562, + 143.2747802734375, + 143.2747802734375, + 152.4605255126953, + 152.4605255126953, + 162.37806701660156, + 168.17173767089844, + 168.17173767089844, + 173.26634216308594, + 172.9055938720703, + 172.9055938720703, + 176.23976135253906, + 176.23976135253906, + 182.1592559814453, + 184.1727752685547, + 184.1727752685547, + 186.0646209716797, + 189.8922119140625, + 189.8922119140625, + 199.34530639648438, + 199.34530639648438, + 203.97772216796875, + 208.61199951171875, + 208.61199951171875, + 213.49984741210938, + 218.38819885253906, + 218.38819885253906, + 221.4918975830078, + 221.4918975830078, + 225.01051330566406, + 228.0695037841797, + 228.0695037841797, + 230.9476776123047, + 230.9476776123047, + 234.07449340820312, + 238.18458557128906, + 238.18458557128906, + 242.00079345703125, + 245.54486083984375, + 245.54486083984375, + 248.5518035888672, + 248.5518035888672, + 251.53128051757812, + 254.8483123779297, + 254.8483123779297, + 256.23150634765625, + 258.7546081542969, + 258.7546081542969, + 260.7413024902344, + 260.7413024902344, + 263.2939147949219, + 266.5238342285156, + 266.5238342285156, + 268.7978210449219, + 270.73699951171875, + 270.73699951171875, + 272.0379943847656, + 272.0379943847656, + 274.2588806152344, + 275.67340087890625, + 275.67340087890625, + 276.41387939453125, + 277.44146728515625, + 277.44146728515625, + 279.2657165527344, + 279.2657165527344, + 280.2401123046875, + 280.8711242675781, + 280.8711242675781, + 281.7841796875, + 282.09613037109375, + 282.09613037109375, + 283.2536315917969, + 283.2536315917969, + 283.57269287109375, + 284.95635986328125, + 284.95635986328125, + 286.5316467285156, + 287.9192810058594, + 287.9192810058594, + 289.7570495605469, + 289.7570495605469, + 291.3209228515625, + 292.6843566894531, + 292.6843566894531, + 293.9537658691406, + 294.2919006347656, + 294.2919006347656, + 295.22344970703125, + 295.22344970703125, + 295.76513671875, + 295.792236328125, + 295.792236328125, + 295.7155456542969, + 296.966796875, + 296.966796875, + 297.0567321777344, + 297.0567321777344, + 296.81256103515625, + 297.25982666015625, + 297.25982666015625, + 298.02691650390625, + 298.1764221191406, + 298.1764221191406, + 298.9746398925781, + 298.9746398925781, + 298.67633056640625, + 298.7475280761719, + 298.7475280761719, + 298.59466552734375, + 297.89697265625, + 297.89697265625, + 298.2052307128906, + 298.2052307128906, + 297.7168273925781, + 298.0727844238281, + 298.0727844238281, + 298.3227233886719, + 298.76318359375, + 298.76318359375, + 299.7413024902344, + 299.7413024902344, + 300.1618347167969, + 301.01300048828125, + 301.01300048828125, + 301.1228942871094, + 301.37255859375, + 301.37255859375, + 301.3475036621094, + 301.3475036621094, + 301.464111328125, + 301.4494934082031, + 301.4494934082031, + 301.2733154296875, + 301.2502136230469, + 301.2502136230469, + 301.6000671386719, + 301.6000671386719, + 301.7747802734375, + 301.5966491699219, + 301.5966491699219, + 301.27880859375, + 301.5530090332031, + 301.5530090332031, + 301.8211669921875, + 301.8211669921875, + 301.7656555175781, + 301.6022644042969, + 301.6022644042969, + 302.2004089355469, + 302.3342590332031, + 302.3342590332031, + 302.3658447265625, + 302.3658447265625, + 302.1810607910156, + 302.3542175292969, + 302.3542175292969, + 302.6085205078125, + 302.65240478515625, + 302.65240478515625, + 302.76263427734375, + 302.76263427734375, + 303.3739929199219, + 303.90142822265625, + 303.90142822265625, + 303.900146484375, + 304.21673583984375, + 304.21673583984375, + 304.7467956542969, + 304.7467956542969, + 305.5934753417969, + 306.0897521972656, + 306.0897521972656, + 306.24298095703125, + 306.69158935546875, + 306.69158935546875, + 307.2469787597656, + 307.2469787597656, + 307.52716064453125, + 307.1739501953125, + 307.1739501953125, + 306.98297119140625, + 306.8774108886719, + 306.8774108886719, + 306.79681396484375, + 306.79681396484375, + 306.8306884765625, + 306.5035705566406, + 306.5035705566406, + 306.52215576171875, + 306.5880432128906, + 306.5880432128906, + 306.8975830078125, + 306.8975830078125, + 306.9065246582031, + 307.2354431152344, + 307.2354431152344, + 307.6551513671875, + 307.9577331542969, + 307.9577331542969, + 308.5044860839844, + 308.5044860839844, + 308.5780334472656, + 309.1141052246094, + 309.1141052246094, + 309.2331237792969, + 309.5426940917969, + 309.5426940917969, + 309.6596374511719, + 309.6596374511719, + 309.4455871582031, + 309.61138916015625, + 309.61138916015625, + 310.0031433105469, + 310.29443359375, + 310.29443359375, + 310.8750915527344, + 310.8750915527344, + 310.9376220703125, + 311.1029968261719, + 311.1029968261719, + 311.9643859863281, + 312.451416015625, + 312.451416015625, + 313.27484130859375, + 313.27484130859375, + 313.8346252441406, + 314.79443359375, + 314.79443359375 + ], + "strengths": [ + NaN, + 24.921457290649414, + 24.921457290649414, + 29.855690002441406, + 25.195388793945312, + 25.195388793945312, + 24.279586791992188, + 24.279586791992188, + 24.541433334350586, + 24.446311950683594, + 24.446311950683594, + 24.51590919494629, + 23.966943740844727, + 23.966943740844727, + 24.98137664794922, + 24.98137664794922, + 26.288549423217773, + 26.095245361328125, + 26.095245361328125, + 25.924861907958984, + 26.116683959960938, + 26.116683959960938, + 25.46302604675293, + 25.46302604675293, + 25.36814308166504, + 25.161270141601562, + 25.161270141601562, + 25.166397094726562, + 25.041709899902344, + 25.041709899902344, + 25.10284423828125, + 25.10284423828125, + 24.919912338256836, + 24.97071647644043, + 24.97071647644043, + 24.837366104125977, + 24.672908782958984, + 24.672908782958984, + 24.66851234436035, + 24.66851234436035, + 24.56917381286621, + 24.418895721435547, + 24.418895721435547, + 24.35608673095703, + 24.26741600036621, + 24.26741600036621, + 24.16442108154297, + 24.16442108154297, + 24.05975341796875, + 23.981975555419922, + 23.981975555419922, + 23.861286163330078, + 23.81382179260254, + 23.81382179260254, + 23.937150955200195, + 23.937150955200195, + 24.043048858642578, + 24.169189453125, + 24.169189453125, + 24.227508544921875, + 24.47849464416504, + 24.47849464416504, + 24.426448822021484, + 24.426448822021484, + 24.18416976928711, + 24.12714958190918, + 24.12714958190918, + 24.052642822265625, + 24.00985336303711, + 24.00985336303711, + 23.82913589477539, + 23.82913589477539, + 23.830387115478516, + 23.902002334594727, + 23.902002334594727, + 24.0487003326416, + 24.04163360595703, + 24.04163360595703, + 24.168493270874023, + 24.168493270874023, + 24.308565139770508, + 24.245037078857422, + 24.245037078857422, + 24.392879486083984, + 24.327972412109375, + 24.327972412109375, + 24.475082397460938, + 24.475082397460938, + 24.61858558654785, + 24.776182174682617, + 24.776182174682617, + 25.081035614013672, + 25.13922119140625, + 25.13922119140625, + 25.283056259155273, + 25.283056259155273, + 25.62012481689453, + 25.766855239868164, + 25.766855239868164, + 25.957504272460938, + 26.283985137939453, + 26.283985137939453, + 26.591527938842773, + 26.591527938842773, + 26.70758056640625, + 26.866901397705078, + 26.866901397705078, + 27.432687759399414, + 27.77075958251953, + 27.77075958251953, + 27.94947624206543, + 27.94947624206543, + 27.94110679626465, + 28.210128784179688, + 28.210128784179688, + 28.16800880432129, + 27.90361785888672, + 27.90361785888672, + 28.516475677490234, + 28.516475677490234, + 28.08354949951172, + 28.295820236206055, + 28.295820236206055, + 28.1351318359375, + 27.678192138671875, + 27.678192138671875, + 27.650978088378906, + 27.650978088378906, + 27.071147918701172, + 27.113601684570312, + 27.113601684570312, + 27.028913497924805, + 28.865238189697266, + 28.865238189697266, + 30.4169921875, + 30.4169921875, + 32.15404510498047, + 33.02172088623047, + 33.02172088623047, + 34.95048904418945, + 36.67231369018555, + 36.67231369018555, + 38.43888473510742, + 38.43888473510742, + 40.792518615722656, + 41.863609313964844, + 41.863609313964844, + 42.282684326171875, + 44.79750061035156, + 44.79750061035156, + 45.199851989746094, + 45.199851989746094, + 46.589134216308594, + 47.08831787109375, + 47.08831787109375, + 50.05006790161133, + 53.39260482788086, + 53.39260482788086, + 55.28809356689453, + 55.28809356689453, + 60.2232780456543, + 64.35993957519531, + 64.35993957519531, + 69.12625122070312, + 79.51766967773438, + 79.51766967773438, + 90.09638977050781, + 90.09638977050781, + 104.46467590332031, + 117.59591674804688, + 117.59591674804688, + 132.22389221191406, + 144.42210388183594, + 144.42210388183594, + 153.60784912109375, + 153.60784912109375, + 163.525390625, + 169.31906127929688, + 169.31906127929688, + 174.41366577148438, + 174.05291748046875, + 174.05291748046875, + 177.3870849609375, + 177.3870849609375, + 183.30657958984375, + 185.32009887695312, + 185.32009887695312, + 187.21194458007812, + 191.03953552246094, + 191.03953552246094, + 200.4926300048828, + 200.4926300048828, + 205.1250457763672, + 209.7593231201172, + 209.7593231201172, + 214.6471710205078, + 219.5355224609375, + 219.5355224609375, + 222.63922119140625, + 222.63922119140625, + 226.1578369140625, + 229.21682739257812, + 229.21682739257812, + 232.09500122070312, + 232.09500122070312, + 235.22181701660156, + 239.3319091796875, + 239.3319091796875, + 243.1481170654297, + 246.6921844482422, + 246.6921844482422, + 249.69912719726562, + 249.69912719726562, + 252.67860412597656, + 255.99563598632812, + 255.99563598632812, + 257.3788146972656, + 259.90191650390625, + 259.90191650390625, + 261.88861083984375, + 261.88861083984375, + 264.44122314453125, + 267.671142578125, + 267.671142578125, + 269.94512939453125, + 271.8843078613281, + 271.8843078613281, + 273.185302734375, + 273.185302734375, + 275.40618896484375, + 276.8207092285156, + 276.8207092285156, + 277.5611877441406, + 278.5887756347656, + 278.5887756347656, + 280.41302490234375, + 280.41302490234375, + 281.3874206542969, + 282.0184326171875, + 282.0184326171875, + 282.9314880371094, + 283.2434387207031, + 283.2434387207031, + 284.40093994140625, + 284.40093994140625, + 284.7200012207031, + 286.1036682128906, + 286.1036682128906, + 287.678955078125, + 289.06658935546875, + 289.06658935546875, + 290.90435791015625, + 290.90435791015625, + 292.4682312011719, + 293.8316650390625, + 293.8316650390625, + 295.10107421875, + 295.439208984375, + 295.439208984375, + 296.3707580566406, + 296.3707580566406, + 296.9124450683594, + 296.9395446777344, + 296.9395446777344, + 296.86285400390625, + 298.1141052246094, + 298.1141052246094, + 298.20404052734375, + 298.20404052734375, + 297.9598693847656, + 298.4071350097656, + 298.4071350097656, + 299.1742248535156, + 299.32373046875, + 299.32373046875, + 300.1219482421875, + 300.1219482421875, + 299.8236389160156, + 299.89483642578125, + 299.89483642578125, + 299.7419738769531, + 299.0442810058594, + 299.0442810058594, + 299.3525390625, + 299.3525390625, + 298.8641357421875, + 299.2200927734375, + 299.2200927734375, + 299.47003173828125, + 299.9104919433594, + 299.9104919433594, + 300.88861083984375, + 300.88861083984375, + 301.30914306640625, + 302.1603088378906, + 302.1603088378906, + 302.27020263671875, + 302.5198669433594, + 302.5198669433594, + 302.49481201171875, + 302.49481201171875, + 302.6114196777344, + 302.5968017578125, + 302.5968017578125, + 302.4206237792969, + 302.39752197265625, + 302.39752197265625, + 302.74737548828125, + 302.74737548828125, + 302.9220886230469, + 302.74395751953125, + 302.74395751953125, + 302.4261169433594, + 302.7003173828125, + 302.7003173828125, + 302.9684753417969, + 302.9684753417969, + 302.9129638671875, + 302.74957275390625, + 302.74957275390625, + 303.34771728515625, + 303.4815673828125, + 303.4815673828125, + 303.5131530761719, + 303.5131530761719, + 303.328369140625, + 303.50152587890625, + 303.50152587890625, + 303.7558288574219, + 303.7997131347656, + 303.7997131347656, + 303.9099426269531, + 303.9099426269531, + 304.52130126953125, + 305.0487365722656, + 305.0487365722656, + 305.0474548339844, + 305.3640441894531, + 305.3640441894531, + 305.89410400390625, + 305.89410400390625, + 306.74078369140625, + 307.237060546875, + 307.237060546875, + 307.3902893066406, + 307.8388977050781, + 307.8388977050781, + 308.394287109375, + 308.394287109375, + 308.6744689941406, + 308.3212585449219, + 308.3212585449219, + 308.1302795410156, + 308.02471923828125, + 308.02471923828125, + 307.9441223144531, + 307.9441223144531, + 307.9779968261719, + 307.65087890625, + 307.65087890625, + 307.6694641113281, + 307.7353515625, + 307.7353515625, + 308.0448913574219, + 308.0448913574219, + 308.0538330078125, + 308.38275146484375, + 308.38275146484375, + 308.8024597167969, + 309.10504150390625, + 309.10504150390625, + 309.65179443359375, + 309.65179443359375, + 309.725341796875, + 310.26141357421875, + 310.26141357421875, + 310.38043212890625, + 310.69000244140625, + 310.69000244140625, + 310.80694580078125, + 310.80694580078125, + 310.5928955078125, + 310.7586975097656, + 310.7586975097656, + 311.15045166015625, + 311.4417419433594, + 311.4417419433594, + 312.02239990234375, + 312.02239990234375, + 312.0849304199219, + 312.25030517578125, + 312.25030517578125, + 313.1116943359375, + 313.5987243652344, + 313.5987243652344, + 314.4221496582031, + 314.4221496582031, + 314.98193359375, + 315.9417419433594, + 315.9417419433594 + ], + "sample_efficiencies": [ + NaN, + 4.999999873689376e-05, + 4.166666622040793e-05, + 3.542320700944401e-05, + 3.1718573154648766e-05, + 2.8803357054130174e-05, + 2.651997965585906e-05, + 2.4614566427771933e-05, + 2.298360959684942e-05, + 2.1589276002487168e-05, + 2.0377216060296632e-05, + 1.930972393893171e-05, + 1.838335629145149e-05, + 1.7553236830281094e-05, + 1.6775122276158072e-05, + 1.6073023289209232e-05, + 1.5404590158141218e-05, + 1.4802514670009259e-05, + 1.4252965229388792e-05, + 1.3752061931882054e-05, + 1.3287140063766856e-05, + 1.2857296496804338e-05, + 1.2468007298593875e-05, + 1.2104852430638857e-05, + 1.1766366696974728e-05, + 1.1451339560153428e-05, + 1.115496525017079e-05, + 1.0875501175178215e-05, + 1.0612788173602894e-05, + 1.0364097761339508e-05, + 1.0127729183295742e-05, + 9.903281352308113e-06, + 9.691340892459266e-06, + 9.489015610597562e-06, + 9.296019925386645e-06, + 9.112652151088696e-06, + 8.938394785218406e-06, + 8.771478860580828e-06, + 8.61145781527739e-06, + 8.457869625999592e-06, + 8.310896191687789e-06, + 8.170389264705591e-06, + 8.035104656300973e-06, + 7.905074198788498e-06, + 7.780113264743704e-06, + 7.65949152992107e-06, + 7.543460014858283e-06, + 7.431286121573066e-06, + 7.323232694034232e-06, + 7.218955943244509e-06, + 7.11793290975038e-06, + 7.02049055689713e-06, + 6.926152764208382e-06, + 6.8345893851073924e-06, + 6.745222890458535e-06, + 6.658416623395169e-06, + 6.573690370714758e-06, + 6.490904070233228e-06, + 6.41040696791606e-06, + 6.3319143919216e-06, + 6.254754680412589e-06, + 6.179663159855409e-06, + 6.106708497100044e-06, + 6.035647402313771e-06, + 5.96708059674711e-06, + 5.900378255319083e-06, + 5.835311640112195e-06, + 5.772012173110852e-06, + 5.710325694963103e-06, + 5.650083949149121e-06, + 5.591671651927754e-06, + 5.534580850508064e-06, + 5.478761977428803e-06, + 5.424013124866178e-06, + 5.3704611673310865e-06, + 5.317749582900433e-06, + 5.2661866902781185e-06, + 5.2157192840240896e-06, + 5.166054052097024e-06, + 5.1174251893826295e-06, + 5.069528015155811e-06, + 5.0227354222442955e-06, + 4.976890068064677e-06, + 4.931692728860071e-06, + 4.887512204732047e-06, + 4.844199793296866e-06, + 4.801476279681083e-06, + 4.759579951496562e-06, + 4.718247964774491e-06, + 4.677448032452958e-06, + 4.637424353859387e-06, + 4.597676252160454e-06, + 4.55858935310971e-06, + 4.520235052041244e-06, + 4.482378699321998e-06, + 4.445222202775767e-06, + 4.408263066579821e-06, + 4.371777777123498e-06, + 4.3359596020309255e-06, + 4.300532964407466e-06, + 4.265314146323362e-06, + 4.230734703014605e-06, + 4.196383088128641e-06, + 4.162650384387234e-06, + 4.129376520722872e-06, + 4.096500106243184e-06, + 4.06420531362528e-06, + 4.03181502406369e-06, + 3.999611635663314e-06, + 3.967982138419757e-06, + 3.936712346330751e-06, + 3.905992798536317e-06, + 3.8758166738261934e-06, + 3.845878381980583e-06, + 3.816455773630878e-06, + 3.7875793168495875e-06, + 3.759454330065637e-06, + 3.731795004568994e-06, + 3.7039974358776817e-06, + 3.6766625726158964e-06, + 3.6501826343737775e-06, + 3.623932570917532e-06, + 3.598103603508207e-06, + 3.572828518372262e-06, + 3.5483494684740435e-06, + 3.524243311403552e-06, + 3.500524599076016e-06, + 3.4771603623084957e-06, + 3.4546214919828344e-06, + 3.4323716135986615e-06, + 3.4104391488654073e-06, + 3.3888838970597135e-06, + 3.3661988254607422e-06, + 3.343852768011857e-06, + 3.320665200590156e-06, + 3.297838702565059e-06, + 3.274093387517496e-06, + 3.250110012231744e-06, + 3.2265252229990438e-06, + 3.20198705594521e-06, + 3.176698555762414e-06, + 3.1518679861619603e-06, + 3.1263195978681324e-06, + 3.1012477847980335e-06, + 3.0751484700886067e-06, + 3.0488929496641504e-06, + 3.0231574328354327e-06, + 2.9976756650285097e-06, + 2.9712236937484704e-06, + 2.9453158276737668e-06, + 2.9197096864663763e-06, + 2.894623321481049e-06, + 2.8692929845419712e-06, + 2.8442186703614425e-06, + 2.819657538566389e-06, + 2.7940975542151136e-06, + 2.7674332159222104e-06, + 2.7413707357482053e-06, + 2.714995616770466e-06, + 2.6892225832853e-06, + 2.6618113224685658e-06, + 2.6332554625696503e-06, + 2.605434247016092e-06, + 2.576339056759025e-06, + 2.5438414468226256e-06, + 2.5123392788373167e-06, + 2.477794168953551e-06, + 2.4444109385513e-06, + 2.4070850486168638e-06, + 2.3667500954616116e-06, + 2.3280904315470252e-06, + 2.286496510350844e-06, + 2.243186372652417e-06, + 2.201935785706155e-06, + 2.1601581465802155e-06, + 2.1203870801400626e-06, + 2.080091917378013e-06, + 2.040429080807371e-06, + 2.0027059690619353e-06, + 1.9657252323668217e-06, + 1.930581902342965e-06, + 1.8970705468746019e-06, + 1.864477553681354e-06, + 1.8333504385736887e-06, + 1.8026194084086455e-06, + 1.7729328192217508e-06, + 1.7445418052375317e-06, + 1.717088593977678e-06, + 1.690263275122561e-06, + 1.6645610685372958e-06, + 1.638717776586418e-06, + 1.613958829693729e-06, + 1.5896778222668217e-06, + 1.5658771417292883e-06, + 1.5430509847647045e-06, + 1.5206383068289142e-06, + 1.4986434280217509e-06, + 1.477528826399066e-06, + 1.4569593531632563e-06, + 1.4371878478414146e-06, + 1.417872113051999e-06, + 1.3990386378281983e-06, + 1.3809097936245962e-06, + 1.363229443995806e-06, + 1.3461908565659542e-06, + 1.3295406233737594e-06, + 1.3132024605511106e-06, + 1.2974390983799822e-06, + 1.2819807579944609e-06, + 1.2668394901993452e-06, + 1.2522151564553496e-06, + 1.2379108511595405e-06, + 1.2240815294717322e-06, + 1.2105457471989212e-06, + 1.1972783795499709e-06, + 1.1844374512293143e-06, + 1.1719351959982305e-06, + 1.1597049933698145e-06, + 1.1478517762952833e-06, + 1.1362708391970955e-06, + 1.1250367606407963e-06, + 1.1140282367705368e-06, + 1.103212525777053e-06, + 1.092710590455681e-06, + 1.0824226137629012e-06, + 1.0723547347879503e-06, + 1.0625685717968736e-06, + 1.0530067129366216e-06, + 1.0437044011268881e-06, + 1.0345780765419477e-06, + 1.0256485438731033e-06, + 1.0169528650294524e-06, + 1.0084589803227573e-06, + 1.0001506325352238e-06, + 9.920509000949096e-07, + 9.841004384725238e-07, + 9.763444950294797e-07, + 9.687496458354872e-07, + 9.613193014956778e-07, + 9.540636938254465e-07, + 9.469534347772424e-07, + 9.399984151059471e-07, + 9.332004538009642e-07, + 9.265269227398676e-07, + 9.200004456033639e-07, + 9.136084599958849e-07, + 9.073235105461208e-07, + 9.011720294438419e-07, + 8.951165000326e-07, + 8.89158627614961e-07, + 8.833234232952236e-07, + 8.77570812463091e-07, + 8.71934332735691e-07, + 8.663807875564089e-07, + 8.609119390712294e-07, + 8.555502972740214e-07, + 8.502699415657844e-07, + 8.450850828012335e-07, + 8.39998506307893e-07, + 8.349915674443764e-07, + 8.300775675706973e-07, + 8.252448537859891e-07, + 8.204992809623946e-07, + 8.158386890499969e-07, + 8.112616001199058e-07, + 8.067457883953466e-07, + 8.02308136371721e-07, + 7.979452902873163e-07, + 7.936562269605929e-07, + 7.894423674770223e-07, + 7.852919452489004e-07, + 7.812093940628984e-07, + 7.771825494273799e-07, + 7.73218346239446e-07, + 7.693170118727721e-07, + 7.654667797396542e-07, + 7.616764605700155e-07, + 7.579481007269351e-07, + 7.54275561121176e-07, + 7.506582733185496e-07, + 7.470965783795691e-07, + 7.435954216816754e-07, + 7.40145139843662e-07, + 7.36740901174926e-07, + 7.333851499424782e-07, + 7.300820357158955e-07, + 7.268210424626886e-07, + 7.236051260406384e-07, + 7.204304210972623e-07, + 7.172941991484549e-07, + 7.142000981730234e-07, + 7.111372610779654e-07, + 7.081149533405551e-07, + 7.051281158965139e-07, + 7.021717465249822e-07, + 6.992535759309249e-07, + 6.963717282815196e-07, + 6.935241003702686e-07, + 6.907122838128998e-07, + 6.879357101752248e-07, + 6.851934131191229e-07, + 6.824835736551904e-07, + 6.798067602176161e-07, + 6.77162120155117e-07, + 6.74550506118976e-07, + 6.719698717461142e-07, + 6.694194212286675e-07, + 6.668956871180853e-07, + 6.64400999994541e-07, + 6.619333134949557e-07, + 6.594950718863402e-07, + 6.570841151187778e-07, + 6.547024895553477e-07, + 6.523449656015146e-07, + 6.500132485598442e-07, + 6.477047804764879e-07, + 6.454212098105927e-07, + 6.431624228753208e-07, + 6.409288175746042e-07, + 6.387186317624582e-07, + 6.365272042785364e-07, + 6.343576046674571e-07, + 6.3221034451999e-07, + 6.30084741715109e-07, + 6.27980739409395e-07, + 6.258990765672934e-07, + 6.238370815481176e-07, + 6.217954933163128e-07, + 6.197723223522189e-07, + 6.177685918373754e-07, + 6.157843017717823e-07, + 6.138184289739002e-07, + 6.11871314504242e-07, + 6.0993886563665e-07, + 6.080214234316372e-07, + 6.061220005904033e-07, + 6.042402560524351e-07, + 6.023740866112348e-07, + 6.005250838825305e-07, + 5.986898372611904e-07, + 5.968713594484143e-07, + 5.950643071628292e-07, + 5.932706699240953e-07, + 5.914931193728989e-07, + 5.897305754842819e-07, + 5.879811055820028e-07, + 5.86247040246235e-07, + 5.845250825586845e-07, + 5.828181315337133e-07, + 5.811244250253367e-07, + 5.794472599518485e-07, + 5.777844194199133e-07, + 5.761366992373951e-07, + 5.745033604398486e-07, + 5.728837209062476e-07, + 5.712780080102675e-07, + 5.696854827874631e-07, + 5.68105917864159e-07, + 5.665409048560832e-07, + 5.649884542435757e-07, + 5.634485091832175e-07, + 5.61920558084239e-07, + 5.604047146334779e-07, + 5.588993303717871e-07, + 5.574058263846382e-07, + 5.559239184549369e-07, + 5.544519581235363e-07, + 5.529914233193267e-07, + 5.515400971489726e-07, + 5.500984912032436e-07, + 5.486678560373548e-07, + 5.472455768540385e-07, + 5.458340410768869e-07, + 5.444327371151303e-07, + 5.430395049188519e-07, + 5.41656675068225e-07, + 5.402835085988045e-07, + 5.389191528593074e-07, + 5.375647447181109e-07, + 5.362197725844453e-07, + 5.348844638319861e-07, + 5.335597847988538e-07, + 5.322438596522261e-07, + 5.309373136697104e-07, + 5.296383278619032e-07, + 5.283474706629931e-07, + 5.270655947242631e-07, + 5.257903694655397e-07, + 5.245240117801586e-07, + 5.232661806076067e-07, + 5.220164212005329e-07, + 5.207751883062883e-07, + 5.195391281631601e-07, + 5.183095481697819e-07, + 5.170883241589763e-07, + 5.158722728992871e-07, + 5.146644070919137e-07, + 5.13462453000102e-07, + 5.122649895383802e-07, + 5.110755409987178e-07 + ], + "training_efficiencies": [ + NaN, + NaN, + NaN, + 3.658275454654358e-05, + 5.125252209836617e-05, + 6.023987953085452e-05, + 5.8445009926799685e-05, + 5.713801147066988e-05, + 5.613433677353896e-05, + 5.3601797844748944e-05, + 5.1560451538534835e-05, + 4.9875674449140206e-05, + 4.849429751629941e-05, + 4.6715951611986384e-05, + 4.512193117989227e-05, + 4.374057607492432e-05, + 4.2152612877544016e-05, + 4.076976256328635e-05, + 3.9546237530885264e-05, + 3.828652188531123e-05, + 3.7148260162211955e-05, + 3.612193540902808e-05, + 3.51076596416533e-05, + 3.418212872929871e-05, + 3.3337204513372853e-05, + 3.256611307733692e-05, + 3.178730548825115e-05, + 3.106574513367377e-05, + 3.039867806364782e-05, + 2.9730854294029996e-05, + 2.910568036895711e-05, + 2.8520582418423146e-05, + 2.794224019453395e-05, + 2.7397425583330914e-05, + 2.6884317776421085e-05, + 2.6402743969811127e-05, + 2.5926319722202606e-05, + 2.5475113943684846e-05, + 2.5047249437193386e-05, + 2.4622298951726407e-05, + 2.4219771148636937e-05, + 2.3838721972424537e-05, + 2.3460823285859078e-05, + 2.310093077539932e-05, + 2.2758144041290507e-05, + 2.2418564185500145e-05, + 2.2094642190495506e-05, + 2.1784029740956612e-05, + 2.1487190679181367e-05, + 2.1193811335251667e-05, + 2.091170426865574e-05, + 2.0641571609303355e-05, + 2.037441845459398e-05, + 2.0116905943723395e-05, + 1.9867258743033744e-05, + 1.962006717803888e-05, + 1.9380342564545572e-05, + 1.914756649057381e-05, + 1.8917247871286236e-05, + 1.8694003301789053e-05, + 1.8475828255759552e-05, + 1.8264709069626406e-05, + 1.805620559025556e-05, + 1.7854223187896423e-05, + 1.7660371668171138e-05, + 1.7468928490416147e-05, + 1.7283138731727377e-05, + 1.7103302525356412e-05, + 1.6925594536587596e-05, + 1.675288876867853e-05, + 1.658622204558924e-05, + 1.642408278712537e-05, + 1.6263447832898237e-05, + 1.610659819561988e-05, + 1.5953857655404136e-05, + 1.5801651898073032e-05, + 1.5653395166737027e-05, + 1.5508894648519345e-05, + 1.5365052604465745e-05, + 1.5224781236611307e-05, + 1.5087167412275448e-05, + 1.495127708039945e-05, + 1.4818650925008114e-05, + 1.4688391274830792e-05, + 1.456153768231161e-05, + 1.4435888260777574e-05, + 1.4312393432192039e-05, + 1.4191721675160807e-05, + 1.4071512850932777e-05, + 1.3953263078292366e-05, + 1.3837659025739413e-05, + 1.3721789400733542e-05, + 1.3608225344796665e-05, + 1.349715512333205e-05, + 1.3387880244408734e-05, + 1.327966765529709e-05, + 1.3172370017855428e-05, + 1.3066775863990188e-05, + 1.29622349049896e-05, + 1.2859150047006551e-05, + 1.2756975593219977e-05, + 1.265584614884574e-05, + 1.2555678040371276e-05, + 1.2457598131732084e-05, + 1.2360108485154342e-05, + 1.22640549307107e-05, + 1.216996224684408e-05, + 1.2075853192072827e-05, + 1.1981584975728765e-05, + 1.1889245797647163e-05, + 1.1798201740020886e-05, + 1.170811719930498e-05, + 1.1619858923950233e-05, + 1.1532521966728382e-05, + 1.1446099961176515e-05, + 1.1361496035533492e-05, + 1.1279300451860763e-05, + 1.1197930689377245e-05, + 1.1116356290585827e-05, + 1.1036335308745038e-05, + 1.0959003702737391e-05, + 1.0881848538701888e-05, + 1.0806110367411748e-05, + 1.0732170267147012e-05, + 1.0660112820914946e-05, + 1.0589315934339538e-05, + 1.0519815987208858e-05, + 1.0450943591422401e-05, + 1.0384653251094278e-05, + 1.0319357897969894e-05, + 1.0255135748593602e-05, + 1.0191647561441641e-05, + 1.0124975233338773e-05, + 1.0059439773613121e-05, + 9.991049410018604e-06, + 9.923867764882743e-06, + 9.854127711150795e-06, + 9.78330172074493e-06, + 9.713795407151338e-06, + 9.641626093070954e-06, + 9.566853805154096e-06, + 9.493584002484567e-06, + 9.418346962775104e-06, + 9.344661521026865e-06, + 9.267549103242345e-06, + 9.190129276248626e-06, + 9.114392014453188e-06, + 9.039012184075546e-06, + 8.960914783529006e-06, + 8.884572707756888e-06, + 8.808735401544254e-06, + 8.734581570024602e-06, + 8.659850209369324e-06, + 8.586016519984696e-06, + 8.513326974934898e-06, + 8.437824362772517e-06, + 8.359208550245967e-06, + 8.281983355118427e-06, + 8.203980542020872e-06, + 8.127900400722865e-06, + 8.046587026910856e-06, + 7.962036761455238e-06, + 7.879816621425562e-06, + 7.793410986778326e-06, + 7.697081855440047e-06, + 7.60387820264441e-06, + 7.501864729420049e-06, + 7.402790288324468e-06, + 7.292225745914038e-06, + 7.172975529101677e-06, + 7.058101346046897e-06, + 6.934747489140136e-06, + 6.806557848904049e-06, + 6.683830179099459e-06, + 6.559785560966702e-06, + 6.441938694479177e-06, + 6.321902674244484e-06, + 6.2039957811066415e-06, + 6.092092917242553e-06, + 5.982627499179216e-06, + 5.87801014262368e-06, + 5.778469130746089e-06, + 5.681871698470786e-06, + 5.5890791372803506e-06, + 5.497675374499522e-06, + 5.4095808081910945e-06, + 5.324825451680226e-06, + 5.24306187799084e-06, + 5.163356945558917e-06, + 5.087172212370206e-06, + 5.010084805689985e-06, + 4.9364125516149215e-06, + 4.864340553467628e-06, + 4.793237167177722e-06, + 4.725216967926826e-06, + 4.658597390516661e-06, + 4.5927881728857756e-06, + 4.529776106210193e-06, + 4.468550287128892e-06, + 4.409303073771298e-06, + 4.351574716565665e-06, + 4.2954375203407835e-06, + 4.2415463212819304e-06, + 4.188618731859606e-06, + 4.137751147936797e-06, + 4.088179593964014e-06, + 4.0391892071056645e-06, + 3.9920546441862825e-06, + 3.945961907447781e-06, + 3.900486717611784e-06, + 3.856689545500558e-06, + 3.813973535216064e-06, + 3.7723723380622687e-06, + 3.7317720398277743e-06, + 3.6920932870998513e-06, + 3.653802423286834e-06, + 3.6162380183668574e-06, + 3.579599933800637e-06, + 3.5441971704130992e-06, + 3.5093421502097044e-06, + 3.475632411209517e-06, + 3.4426996080583194e-06, + 3.410093313505058e-06, + 3.378529527253704e-06, + 3.347703795952839e-06, + 3.3176299893966643e-06, + 3.288165316917002e-06, + 3.2594650747341802e-06, + 3.231631126254797e-06, + 3.2041054964793148e-06, + 3.177257667630329e-06, + 3.151195414829999e-06, + 3.1255333396984497e-06, + 3.100511776210624e-06, + 3.0761957532376982e-06, + 3.0521355256496463e-06, + 3.0287392291938886e-06, + 3.0059018172323704e-06, + 2.983630565722706e-06, + 2.9617051495733904e-06, + 2.9402879135886906e-06, + 2.9194054604886333e-06, + 2.89882768811367e-06, + 2.8786917027900927e-06, + 2.859062760762754e-06, + 2.839681428667973e-06, + 2.8206861770740943e-06, + 2.8021545404044446e-06, + 2.7839714675792493e-06, + 2.7659332317853114e-06, + 2.748323595369584e-06, + 2.731020003921003e-06, + 2.713926051001181e-06, + 2.6971381430485053e-06, + 2.6806599180417834e-06, + 2.664372232175083e-06, + 2.6483835426915903e-06, + 2.632735231600236e-06, + 2.6172579055128153e-06, + 2.6020729819720145e-06, + 2.587217977634282e-06, + 2.572656740085222e-06, + 2.5582398848200683e-06, + 2.5441272555326577e-06, + 2.5303127131337533e-06, + 2.5165709303109907e-06, + 2.5031115455931285e-06, + 2.4899215986806666e-06, + 2.476849203958409e-06, + 2.464047611283604e-06, + 2.4514799861208303e-06, + 2.4390176349697867e-06, + 2.4267653770948527e-06, + 2.4147427666321164e-06, + 2.4029491214605514e-06, + 2.391214820818277e-06, + 2.379700617893832e-06, + 2.3684112875344e-06, + 2.3572010832140222e-06, + 2.3461950604541926e-06, + 2.335393219254911e-06, + 2.3246900582307717e-06, + 2.314176072104601e-06, + 2.3038357994664693e-06, + 2.293675379405613e-06, + 2.2835938580101356e-06, + 2.2736730898031965e-06, + 2.2639201233687345e-06, + 2.254216042274493e-06, + 2.2446595266956137e-06, + 2.2352614905685186e-06, + 2.2258850549405906e-06, + 2.216662096543587e-06, + 2.2075757897255244e-06, + 2.1985124476486817e-06, + 2.189594169976772e-06, + 2.1808145902468823e-06, + 2.172166432501399e-06, + 2.163560111512197e-06, + 2.155088395738858e-06, + 2.146747192455223e-06, + 2.1384412320912816e-06, + 2.130261918864562e-06, + 2.122205842169933e-06, + 2.1141895558685064e-06, + 2.106292868120363e-06, + 2.098512368320371e-06, + 2.0908371425321093e-06, + 2.083192384816357e-06, + 2.0756533558596857e-06, + 2.068226876872359e-06, + 2.0608283648471115e-06, + 2.0535419480438577e-06, + 2.04635102818429e-06, + 2.0391858015500475e-06, + 2.0321131160017103e-06, + 2.025137746386463e-06, + 2.018187387875514e-06, + 2.011334800045006e-06, + 2.004574525926728e-06, + 1.9978915588581003e-06, + 1.9912263269361574e-06, + 1.984649088626611e-06, + 1.9781577975663822e-06, + 1.9716856058948906e-06, + 1.9653009530884447e-06, + 1.958994971573702e-06, + 1.952706725205644e-06, + 1.946493284776807e-06, + 1.9403573787712958e-06, + 1.9342378436704166e-06, + 1.9281926597614074e-06, + 1.9222225091652945e-06, + 1.9163144315825775e-06, + 1.9104104467260186e-06, + 1.9045788803850883e-06, + 1.8988180272572208e-06, + 1.8930649048343184e-06, + 1.8873809040087508e-06, + 1.8817551108440966e-06, + 1.8761420506052673e-06, + 1.8705802631302504e-06, + 1.8650750917004189e-06, + 1.859634608081251e-06, + 1.8542028783485875e-06, + 1.8488265141058946e-06, + 1.8435123365634354e-06, + 1.8381991822025157e-06, + 1.8329470776734524e-06, + 1.8277498838870088e-06, + 1.8225687199446838e-06, + 1.8174459910369478e-06, + 1.8123838572137174e-06, + 1.8073326373269083e-06, + 1.802337465051096e-06, + 1.7973983403862803e-06, + 1.7925132169693825e-06, + 1.7876355968837743e-06, + 1.782815957085404e-06, + 1.7780480447981972e-06, + 1.7732874084686046e-06, + 1.7685763396002585e-06, + 1.76391529294051e-06, + 1.7592564063306781e-06, + 1.7546464050610666e-06, + 1.7500843796369736e-06, + 1.7455647594033508e-06, + 1.7410513919458026e-06, + 1.7365783833156456e-06, + 1.7321467566944193e-06, + 1.7277209281019168e-06, + 1.7233322751053493e-06, + 1.7189880736623309e-06, + 1.7146484196928213e-06, + 1.7103448044508696e-06, + 1.7060840491467388e-06, + 1.7018271591950906e-06, + 1.6976081269604038e-06, + 1.6934305904214852e-06, + 1.6892923895284184e-06, + 1.685158963482536e-06, + 1.6810685110613122e-06, + 1.6770153479228611e-06, + 1.6729666185710812e-06, + 1.6689514268364292e-06, + 1.6649709095872822e-06, + 1.660994598751131e-06, + 1.6570486423006514e-06, + 1.653139747759269e-06, + 1.6492341501361807e-06, + 1.6453631133117597e-06, + 1.6415280015280587e-06, + 1.6377181282223319e-06, + 1.6339056401193375e-06, + 1.6301283949360368e-06, + 1.6263759334833594e-06, + 1.6226271100094891e-06, + 1.6189057987503475e-06, + 1.6152071111719124e-06, + 1.6115120615722844e-06 + ], + "stabilities": [ + NaN, + 1.0, + 1.0, + 0.8439057469367981, + 1.0, + 0.9636520147323608, + 1.0, + 1.0, + 0.9961240291595459, + 1.0, + 1.0, + 0.977607786655426, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926468133926392, + 1.0, + 0.9934707283973694, + 1.0, + 1.0, + 0.9749716520309448, + 1.0, + 0.9962736964225769, + 0.9918451905250549, + 1.0, + 1.0, + 0.9950454831123352, + 1.0, + 1.0, + 1.0, + 0.992712676525116, + 1.0, + 1.0, + 0.9946597218513489, + 0.9933786392211914, + 1.0, + 0.9998217821121216, + 1.0, + 0.9959730505943298, + 0.993883490562439, + 1.0, + 0.9974278807640076, + 0.9963594079017639, + 1.0, + 0.9957558512687683, + 1.0, + 0.9956685304641724, + 0.9967672824859619, + 1.0, + 0.994967520236969, + 0.9980108141899109, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997873842716217, + 1.0, + 0.9900813102722168, + 0.9976422786712646, + 1.0, + 0.996911883354187, + 0.9982209801673889, + 1.0, + 0.9924731850624084, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997061491012573, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973865747451782, + 1.0, + 1.0, + 0.9973390698432922, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997005462646484, + 1.0, + 1.0, + 0.9985069036483765, + 0.9906137585639954, + 1.0, + 1.0, + 1.0, + 0.9848183989524841, + 1.0, + 1.0, + 0.9943211078643799, + 0.9837591052055359, + 1.0, + 0.9990167617797852, + 1.0, + 0.9790303707122803, + 1.0, + 1.0, + 0.9968765377998352, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979316592216492, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997417330741882, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991812109947205, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990060329437256, + 1.0, + 1.0, + 0.9994902610778809, + 0.9976723790168762, + 1.0, + 1.0, + 1.0, + 0.9983684420585632, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999171495437622, + 1.0, + 1.0, + 0.9999517202377319, + 1.0, + 0.999417781829834, + 0.999923586845398, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999411940574646, + 1.0, + 0.9989501237869263, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998167753219604, + 0.9994605779647827, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993911981582642, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999958276748657, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998855710029602, + 1.0, + 0.9993805885314941, + 0.999657392501831, + 1.0, + 0.999738335609436, + 1.0, + 1.0, + 0.9989378452301025, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993113279342651, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0 + ], + "opt_steps": [ + 0.0, + 0.0, + 0.0, + 10240.0, + 10240.0, + 10240.0, + 20480.0, + 20480.0, + 20480.0, + 30720.0, + 30720.0, + 30720.0, + 30720.0, + 40960.0, + 40960.0, + 40960.0, + 51200.0, + 51200.0, + 51200.0, + 61440.0, + 61440.0, + 61440.0, + 71680.0, + 71680.0, + 71680.0, + 71680.0, + 81920.0, + 81920.0, + 81920.0, + 92160.0, + 92160.0, + 92160.0, + 102400.0, + 102400.0, + 102400.0, + 102400.0, + 112640.0, + 112640.0, + 112640.0, + 122880.0, + 122880.0, + 122880.0, + 133120.0, + 133120.0, + 133120.0, + 143360.0, + 143360.0, + 143360.0, + 143360.0, + 153600.0, + 153600.0, + 153600.0, + 163840.0, + 163840.0, + 163840.0, + 174080.0, + 174080.0, + 174080.0, + 184320.0, + 184320.0, + 184320.0, + 184320.0, + 194560.0, + 194560.0, + 194560.0, + 204800.0, + 204800.0, + 204800.0, + 215040.0, + 215040.0, + 215040.0, + 215040.0, + 225280.0, + 225280.0, + 225280.0, + 235520.0, + 235520.0, + 235520.0, + 245760.0, + 245760.0, + 245760.0, + 256000.0, + 256000.0, + 256000.0, + 256000.0, + 266240.0, + 266240.0, + 266240.0, + 276480.0, + 276480.0, + 276480.0, + 286720.0, + 286720.0, + 286720.0, + 286720.0, + 296960.0, + 296960.0, + 296960.0, + 307200.0, + 307200.0, + 307200.0, + 317440.0, + 317440.0, + 317440.0, + 327680.0, + 327680.0, + 327680.0, + 327680.0, + 337920.0, + 337920.0, + 337920.0, + 348160.0, + 348160.0, + 348160.0, + 358400.0, + 358400.0, + 358400.0, + 368640.0, + 368640.0, + 368640.0, + 368640.0, + 378880.0, + 378880.0, + 378880.0, + 389120.0, + 389120.0, + 389120.0, + 399360.0, + 399360.0, + 399360.0, + 399360.0, + 409600.0, + 409600.0, + 409600.0, + 419840.0, + 419840.0, + 419840.0, + 430080.0, + 430080.0, + 430080.0, + 440320.0, + 440320.0, + 440320.0, + 440320.0, + 450560.0, + 450560.0, + 450560.0, + 460800.0, + 460800.0, + 460800.0, + 471040.0, + 471040.0, + 471040.0, + 471040.0, + 481280.0, + 481280.0, + 481280.0, + 491520.0, + 491520.0, + 491520.0, + 501760.0, + 501760.0, + 501760.0, + 512000.0, + 512000.0, + 512000.0, + 512000.0, + 522240.0, + 522240.0, + 522240.0, + 532480.0, + 532480.0, + 532480.0, + 542720.0, + 542720.0, + 542720.0, + 552960.0, + 552960.0, + 552960.0, + 552960.0, + 563200.0, + 563200.0, + 563200.0, + 573440.0, + 573440.0, + 573440.0, + 583680.0, + 583680.0, + 583680.0, + 583680.0, + 593920.0, + 593920.0, + 593920.0, + 604160.0, + 604160.0, + 604160.0, + 614400.0, + 614400.0, + 614400.0, + 624640.0, + 624640.0, + 624640.0, + 624640.0, + 634880.0, + 634880.0, + 634880.0, + 645120.0, + 645120.0, + 645120.0, + 655360.0, + 655360.0, + 655360.0, + 665600.0, + 665600.0, + 665600.0, + 665600.0, + 675840.0, + 675840.0, + 675840.0, + 686080.0, + 686080.0, + 686080.0, + 696320.0, + 696320.0, + 696320.0, + 696320.0, + 706560.0, + 706560.0, + 706560.0, + 716800.0, + 716800.0, + 716800.0, + 727040.0, + 727040.0, + 727040.0, + 737280.0, + 737280.0, + 737280.0, + 737280.0, + 747520.0, + 747520.0, + 747520.0, + 757760.0, + 757760.0, + 757760.0, + 768000.0, + 768000.0, + 768000.0, + 768000.0, + 778240.0, + 778240.0, + 778240.0, + 788480.0, + 788480.0, + 788480.0, + 798720.0, + 798720.0, + 798720.0, + 808960.0, + 808960.0, + 808960.0, + 808960.0, + 819200.0, + 819200.0, + 819200.0, + 829440.0, + 829440.0, + 829440.0, + 839680.0, + 839680.0, + 839680.0, + 849920.0, + 849920.0, + 849920.0, + 849920.0, + 860160.0, + 860160.0, + 860160.0, + 870400.0, + 870400.0, + 870400.0, + 880640.0, + 880640.0, + 880640.0, + 880640.0, + 890880.0, + 890880.0, + 890880.0, + 901120.0, + 901120.0, + 901120.0, + 911360.0, + 911360.0, + 911360.0, + 921600.0, + 921600.0, + 921600.0, + 921600.0, + 931840.0, + 931840.0, + 931840.0, + 942080.0, + 942080.0, + 942080.0, + 952320.0, + 952320.0, + 952320.0, + 952320.0, + 962560.0, + 962560.0, + 962560.0, + 972800.0, + 972800.0, + 972800.0, + 983040.0, + 983040.0, + 983040.0, + 993280.0, + 993280.0, + 993280.0, + 993280.0, + 1003520.0, + 1003520.0, + 1003520.0, + 1013760.0, + 1013760.0, + 1013760.0, + 1024000.0, + 1024000.0, + 1024000.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1044480.0, + 1044480.0, + 1044480.0, + 1054720.0, + 1054720.0, + 1054720.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1075200.0, + 1075200.0, + 1075200.0, + 1085440.0, + 1085440.0, + 1085440.0, + 1095680.0, + 1095680.0, + 1095680.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1116160.0, + 1116160.0, + 1116160.0, + 1126400.0, + 1126400.0, + 1126400.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1146880.0, + 1146880.0, + 1146880.0, + 1157120.0, + 1157120.0, + 1157120.0, + 1167360.0, + 1167360.0, + 1167360.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1187840.0, + 1187840.0, + 1187840.0, + 1198080.0, + 1198080.0, + 1198080.0, + 1208320.0, + 1208320.0, + 1208320.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1228800.0, + 1228800.0, + 1228800.0, + 1239040.0, + 1239040.0, + 1239040.0, + 1249280.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_df_eval.csv b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..8fc682edf456d9e72ba58ccf6ec3ad5d56d5014b --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_df_eval.csv @@ -0,0 +1,401 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +,,,344.82758,10000.0,29.0,625.0,,0.0,0.00022,0.2, +-0.70986503,-0.70986503,,645.1613,20000.0,31.0,1250.0,,0.0,0.00022,0.2, +-0.70986503,-0.70986503,,882.35297,30000.0,34.0,1875.0,,0.0,0.00022,0.2, +1.4215442,0.00060470897,0.030390335,360.36035,40000.0,111.0,2500.0,,10240.0,0.00022,0.2,2.8761764 +4.4182196,1.1050084,0.030390335,442.47787,50000.0,113.0,3125.0,,10240.0,0.00022,0.2,2.8761764 +4.4182196,1.7676506,0.030390335,517.2414,60000.0,116.0,3750.0,,10240.0,0.00022,0.2,2.8761764 +5.3825283,2.3701303,-0.049475156,366.49216,70000.0,191.0,4375.0,,20480.0,0.00022,0.2,2.9116237 +5.3825283,2.8004727,-0.049475156,412.37112,80000.0,194.0,5000.0,,20480.0,0.00022,0.2,2.9116237 +12.33109,3.9917998,-0.049475156,456.85278,90000.0,197.0,5625.0,,20480.0,0.00022,0.2,2.9116237 +18.708794,5.6270213,-0.05632819,367.64706,100000.0,272.0,6250.0,,30720.0,0.00022,0.2,2.954988 +18.708794,6.935199,-0.05632819,400.0,110000.0,275.0,6875.0,,30720.0,0.00022,0.2,2.954988 +28.163565,8.86505,-0.05632819,431.65466,120000.0,278.0,7500.0,,30720.0,0.00022,0.2,2.954988 +40.7659,11.523456,-0.05632819,464.2857,130000.0,280.0,8125.0,,30720.0,0.00022,0.2,2.954988 +40.7659,13.772874,-0.058653124,393.25842,140000.0,356.0,8750.0,,40960.0,0.00022,0.2,2.9805021 +52.946136,16.570965,-0.058653124,417.8273,150000.0,359.0,9375.0,,40960.0,0.00022,0.2,2.9805021 +52.946136,18.995975,-0.058653124,443.2133,160000.0,361.0,10000.0,,40960.0,0.00022,0.2,2.9805021 +64.34186,21.830093,-0.06477978,389.90826,170000.0,436.0,10625.0,,51200.0,0.00022,0.2,3.0001502 +70.11705,24.670504,-0.06477978,410.02277,180000.0,439.0,11250.0,,51200.0,0.00022,0.2,3.0001502 +70.11705,27.195312,-0.06477978,429.86426,190000.0,442.0,11875.0,,51200.0,0.00022,0.2,3.0001502 +73.16647,29.61485,-0.066013895,386.8472,200000.0,517.0,12500.0,,61440.0,0.00022,0.2,3.026393 +74.18174,31.843195,-0.066013895,403.84616,210000.0,520.0,13125.0,,61440.0,0.00022,0.2,3.026393 +74.18174,33.859318,-0.066013895,420.6501,220000.0,523.0,13750.0,,61440.0,0.00022,0.2,3.026393 +73.26847,35.650642,-0.06547473,385.90604,230000.0,596.0,14375.0,,71680.0,0.00022,0.2,3.02844 +73.26847,37.286198,-0.06547473,400.6678,240000.0,599.0,15000.0,,71680.0,0.00022,0.2,3.02844 +70.61218,38.674778,-0.06547473,415.28238,250000.0,602.0,15625.0,,71680.0,0.00022,0.2,3.02844 +68.25864,39.858135,-0.06547473,429.75208,260000.0,605.0,16250.0,,71680.0,0.00022,0.2,3.02844 +68.25864,40.950462,-0.06368529,397.6436,270000.0,679.0,16875.0,,81920.0,0.00022,0.2,3.0286105 +66.562645,41.899063,-0.06368529,410.5572,280000.0,682.0,17500.0,,81920.0,0.00022,0.2,3.0286105 +66.252144,42.768818,-0.06368529,423.35767,290000.0,685.0,18125.0,,81920.0,0.00022,0.2,3.0286105 +66.252144,43.578587,-0.05752724,395.77835,300000.0,758.0,18750.0,,92160.0,0.00022,0.2,3.01054 +65.31084,44.302994,-0.05752724,407.35873,310000.0,761.0,19375.0,,92160.0,0.00022,0.2,3.01054 +65.31084,44.980667,-0.05752724,418.84818,320000.0,764.0,20000.0,,92160.0,0.00022,0.2,3.01054 +65.703964,45.62827,-0.051404912,394.26523,330000.0,837.0,20625.0,,102400.0,0.00022,0.2,2.9896417 +66.07797,46.24796,-0.051404912,404.7619,340000.0,840.0,21250.0,,102400.0,0.00022,0.2,2.9896417 +66.07797,46.831196,-0.051404912,414.69196,350000.0,844.0,21875.0,,102400.0,0.00022,0.2,2.9896417 +67.11466,47.41072,-0.051404912,425.0295,360000.0,847.0,22500.0,,102400.0,0.00022,0.2,2.9896417 +67.87485,47.97917,-0.049434755,402.17392,370000.0,920.0,23125.0,,112640.0,0.00022,0.2,2.994954 +67.87485,48.51689,-0.049434755,411.2554,380000.0,924.0,23750.0,,112640.0,0.00022,0.2,2.994954 +68.66364,49.04707,-0.049434755,420.71198,390000.0,927.0,24375.0,,112640.0,0.00022,0.2,2.994954 +68.66364,49.550053,-0.04697509,400.0,400000.0,1000.0,25000.0,,122880.0,0.00022,0.2,2.99106 +69.88605,50.058453,-0.04697509,408.36655,410000.0,1004.0,25625.0,,122880.0,0.00022,0.2,2.99106 +71.60332,50.58394,-0.04697509,417.49503,420000.0,1006.0,26250.0,,122880.0,0.00022,0.2,2.99106 +71.60332,51.084396,-0.046613682,398.14816,430000.0,1080.0,26875.0,,133120.0,0.00022,0.2,2.9646711 +73.028275,51.594723,-0.046613682,406.27887,440000.0,1083.0,27500.0,,133120.0,0.00022,0.2,2.9646711 +74.585304,52.117233,-0.046613682,413.98343,450000.0,1087.0,28125.0,,133120.0,0.00022,0.2,2.9646711 +74.585304,52.61652,-0.040564783,396.21017,460000.0,1161.0,28750.0,,143360.0,0.00022,0.2,2.940876 +76.16015,53.128338,-0.040564783,403.43347,470000.0,1165.0,29375.0,,143360.0,0.00022,0.2,2.940876 +76.16015,53.61838,-0.040564783,410.9589,480000.0,1168.0,30000.0,,143360.0,0.00022,0.2,2.940876 +79.21295,54.1516,-0.040564783,418.44577,490000.0,1171.0,30625.0,,143360.0,0.00022,0.2,2.940876 +82.34442,54.726967,-0.038055684,401.6064,500000.0,1245.0,31250.0,,153600.0,0.00022,0.2,2.9242094 +82.34442,55.279316,-0.038055684,408.32666,510000.0,1249.0,31875.0,,153600.0,0.00022,0.2,2.9242094 +84.701706,55.856224,-0.038055684,415.33545,520000.0,1252.0,32500.0,,153600.0,0.00022,0.2,2.9242094 +88.46685,56.483353,-0.03566648,400.0,530000.0,1325.0,33125.0,,163840.0,0.00022,0.2,2.9040985 +88.46685,57.08681,-0.03566648,406.32056,540000.0,1329.0,33750.0,,163840.0,0.00022,0.2,2.9040985 +92.471924,57.742092,-0.03566648,412.9129,550000.0,1332.0,34375.0,,163840.0,0.00022,0.2,2.9040985 +92.471924,58.373543,-0.034804296,398.00995,560000.0,1407.0,35000.0,,174080.0,0.00022,0.2,2.888484 +96.80071,59.059746,-0.034804296,403.9688,570000.0,1411.0,35625.0,,174080.0,0.00022,0.2,2.888484 +103.18642,59.8339,-0.034804296,410.18387,580000.0,1414.0,36250.0,,174080.0,0.00022,0.2,2.888484 +103.18642,60.581356,-0.03574667,396.50537,590000.0,1488.0,36875.0,,184320.0,0.00022,0.2,2.8612814 +108.265205,61.389557,-0.03574667,402.4145,600000.0,1491.0,37500.0,,184320.0,0.00022,0.2,2.8612814 +113.54032,62.258736,-0.03574667,408.29987,610000.0,1494.0,38125.0,,184320.0,0.00022,0.2,2.8612814 +113.54032,63.09942,-0.03574667,413.8852,620000.0,1498.0,38750.0,,184320.0,0.00022,0.2,2.8612814 +115.63174,63.946712,-0.04004397,401.52963,630000.0,1569.0,39375.0,,194560.0,0.00022,0.2,2.8432758 +115.63174,64.76711,-0.04004397,406.86588,640000.0,1573.0,40000.0,,194560.0,0.00022,0.2,2.8432758 +124.64048,65.70263,-0.04004397,412.43655,650000.0,1576.0,40625.0,,194560.0,0.00022,0.2,2.8432758 +132.7428,66.73402,-0.046482295,400.24258,660000.0,1649.0,41250.0,,204800.0,0.00022,0.2,2.8346062 +132.7428,67.734146,-0.046482295,405.32364,670000.0,1653.0,41875.0,,204800.0,0.00022,0.2,2.8346062 +141.8969,68.84106,-0.046482295,410.62802,680000.0,1656.0,42500.0,,204800.0,0.00022,0.2,2.8346062 +152.83032,70.07619,-0.058068354,398.84393,690000.0,1730.0,43125.0,,215040.0,0.00022,0.2,2.8231268 +152.83032,71.27552,-0.058068354,403.92383,700000.0,1733.0,43750.0,,215040.0,0.00022,0.2,2.8231268 +166.60925,72.63743,-0.058068354,408.98618,710000.0,1736.0,44375.0,,215040.0,0.00022,0.2,2.8231268 +166.60925,73.96098,-0.058068354,413.7931,720000.0,1740.0,45000.0,,215040.0,0.00022,0.2,2.8231268 +181.4556,75.453964,-0.06934191,402.86975,730000.0,1812.0,45625.0,,225280.0,0.00022,0.2,2.804966 +194.42007,77.08363,-0.06934191,407.48898,740000.0,1816.0,46250.0,,225280.0,0.00022,0.2,2.804966 +194.42007,78.669266,-0.06934191,412.31445,750000.0,1819.0,46875.0,,225280.0,0.00022,0.2,2.804966 +205.51768,80.36057,-0.07318839,401.47913,760000.0,1893.0,47500.0,,235520.0,0.00022,0.2,2.7966757 +217.65341,82.16705,-0.07318839,406.11813,770000.0,1896.0,48125.0,,235520.0,0.00022,0.2,2.7966757 +217.65341,83.92662,-0.07318839,410.7425,780000.0,1899.0,48750.0,,235520.0,0.00022,0.2,2.7966757 +225.33838,85.739586,-0.07387616,400.4055,790000.0,1973.0,49375.0,,245760.0,0.00022,0.2,2.782033 +225.33838,87.506676,-0.07387616,404.6535,800000.0,1977.0,50000.0,,245760.0,0.00022,0.2,2.782033 +234.54936,89.34471,-0.07387616,409.0909,810000.0,1980.0,50625.0,,245760.0,0.00022,0.2,2.782033 +241.8514,91.22751,-0.072481215,399.61014,820000.0,2052.0,51250.0,,256000.0,0.00022,0.2,2.7683816 +241.8514,93.064384,-0.072481215,403.6965,830000.0,2056.0,51875.0,,256000.0,0.00022,0.2,2.7683816 +248.78801,94.940575,-0.072481215,407.96503,840000.0,2059.0,52500.0,,256000.0,0.00022,0.2,2.7683816 +254.63004,96.84164,-0.072481215,412.22113,850000.0,2062.0,53125.0,,256000.0,0.00022,0.2,2.7683816 +254.63004,98.697975,-0.07343745,402.8103,860000.0,2135.0,53750.0,,266240.0,0.00022,0.2,2.744217 +259.88904,100.57229,-0.07343745,406.73212,870000.0,2139.0,54375.0,,266240.0,0.00022,0.2,2.744217 +259.88904,102.40351,-0.07343745,410.831,880000.0,2142.0,55000.0,,266240.0,0.00022,0.2,2.744217 +265.99612,104.26252,-0.0716503,401.62454,890000.0,2216.0,55625.0,,276480.0,0.00022,0.2,2.7467482 +270.4651,106.12996,-0.0716503,405.5881,900000.0,2219.0,56250.0,,276480.0,0.00022,0.2,2.7467482 +270.4651,107.9559,-0.0716503,409.54095,910000.0,2222.0,56875.0,,276480.0,0.00022,0.2,2.7467482 +275.12698,109.792946,-0.07169086,400.69687,920000.0,2296.0,57500.0,,286720.0,0.00022,0.2,2.7318468 +278.71378,111.62904,-0.07169086,404.5237,930000.0,2299.0,58125.0,,286720.0,0.00022,0.2,2.7318468 +278.71378,113.42565,-0.07169086,408.34058,940000.0,2302.0,58750.0,,286720.0,0.00022,0.2,2.7318468 +281.42935,115.21293,-0.07169086,412.1475,950000.0,2305.0,59375.0,,286720.0,0.00022,0.2,2.7318468 +281.42935,116.962585,-0.07030148,403.36136,960000.0,2380.0,60000.0,,296960.0,0.00022,0.2,2.7323945 +284.526,118.70804,-0.07030148,407.04993,970000.0,2383.0,60625.0,,296960.0,0.00022,0.2,2.7323945 +287.55847,120.44877,-0.07030148,410.5572,980000.0,2387.0,61250.0,,296960.0,0.00022,0.2,2.7323945 +287.55847,122.15397,-0.07277639,402.43903,990000.0,2460.0,61875.0,,307200.0,0.00022,0.2,2.7267408 +290.66302,123.85608,-0.07277639,405.84415,1000000.0,2464.0,62500.0,,307200.0,0.00022,0.2,2.7267408 +293.84256,125.55594,-0.07277639,409.40414,1010000.0,2467.0,63125.0,,307200.0,0.00022,0.2,2.7267408 +293.84256,128.50146,-0.0709034,401.25885,1020000.0,2542.0,63750.0,,317440.0,0.00022,0.2,2.7409692 +296.8692,131.47725,-0.0709034,404.71512,1030000.0,2545.0,64375.0,,317440.0,0.00022,0.2,2.7409692 +296.8692,134.43173,-0.0709034,408.00314,1040000.0,2549.0,65000.0,,317440.0,0.00022,0.2,2.7409692 +300.24026,137.38994,-0.06979211,400.45767,1050000.0,2622.0,65625.0,,327680.0,0.00022,0.2,2.7506866 +302.9674,140.37544,-0.06979211,403.65576,1060000.0,2626.0,66250.0,,327680.0,0.00022,0.2,2.7506866 +302.9674,143.35129,-0.06979211,406.99887,1070000.0,2629.0,66875.0,,327680.0,0.00022,0.2,2.7506866 +305.05246,146.34799,-0.06979211,410.33435,1080000.0,2632.0,67500.0,,327680.0,0.00022,0.2,2.7506866 +306.12628,149.28595,-0.07127159,403.1065,1090000.0,2704.0,68125.0,,337920.0,0.00022,0.2,2.7617724 +306.12628,152.16011,-0.07127159,406.20383,1100000.0,2708.0,68750.0,,337920.0,0.00022,0.2,2.7617724 +307.7724,155.05075,-0.07127159,409.44302,1110000.0,2711.0,69375.0,,337920.0,0.00022,0.2,2.7617724 +307.7724,157.84683,-0.072267644,402.1544,1120000.0,2785.0,70000.0,,348160.0,0.00022,0.2,2.779449 +308.0965,160.52014,-0.072267644,405.30847,1130000.0,2788.0,70625.0,,348160.0,0.00022,0.2,2.779449 +309.10733,163.20357,-0.072267644,408.45575,1140000.0,2791.0,71250.0,,348160.0,0.00022,0.2,2.779449 +309.10733,165.76518,-0.071487725,401.39615,1150000.0,2865.0,71875.0,,358400.0,0.00022,0.2,2.7754152 +309.6001,168.3317,-0.071487725,404.32205,1160000.0,2869.0,72500.0,,358400.0,0.00022,0.2,2.7754152 +310.9683,170.79797,-0.071487725,407.38162,1170000.0,2872.0,73125.0,,358400.0,0.00022,0.2,2.7754152 +310.9683,173.20648,-0.0702669,400.6791,1180000.0,2945.0,73750.0,,368640.0,0.00022,0.2,2.7722125 +312.08368,175.62617,-0.0702669,403.6635,1190000.0,2948.0,74375.0,,368640.0,0.00022,0.2,2.7722125 +312.08368,178.01535,-0.0702669,406.50406,1200000.0,2952.0,75000.0,,368640.0,0.00022,0.2,2.7722125 +313.12708,180.40479,-0.0702669,409.47546,1210000.0,2955.0,75625.0,,368640.0,0.00022,0.2,2.7722125 +314.64703,182.80943,-0.070991814,402.90622,1220000.0,3028.0,76250.0,,378880.0,0.00022,0.2,2.7874384 +314.64703,185.2232,-0.070991814,405.80667,1230000.0,3031.0,76875.0,,378880.0,0.00022,0.2,2.7874384 +315.85715,187.64911,-0.070991814,408.5667,1240000.0,3035.0,77500.0,,378880.0,0.00022,0.2,2.7874384 +317.42752,190.11726,-0.07219851,402.1879,1250000.0,3108.0,78125.0,,389120.0,0.00022,0.2,2.8197596 +317.42752,192.60895,-0.07219851,404.8843,1260000.0,3112.0,78750.0,,389120.0,0.00022,0.2,2.8197596 +319.05167,195.11688,-0.07219851,407.70465,1270000.0,3115.0,79375.0,,389120.0,0.00022,0.2,2.8197596 +319.05167,197.64175,-0.07248227,401.37973,1280000.0,3189.0,80000.0,,399360.0,0.00022,0.2,2.8334076 +320.3653,200.18289,-0.07248227,404.00876,1290000.0,3193.0,80625.0,,399360.0,0.00022,0.2,2.8334076 +322.2824,202.74318,-0.07248227,406.75845,1300000.0,3196.0,81250.0,,399360.0,0.00022,0.2,2.8334076 +322.2824,205.31291,-0.07248227,409.50296,1310000.0,3199.0,81875.0,,399360.0,0.00022,0.2,2.8334076 +323.40308,207.89384,-0.07245291,403.05344,1320000.0,3275.0,82500.0,,409600.0,0.00022,0.2,2.8527331 +324.84097,210.48521,-0.07245291,405.7352,1330000.0,3278.0,83125.0,,409600.0,0.00022,0.2,2.8527331 +324.84097,213.07285,-0.07245291,408.41208,1340000.0,3281.0,83750.0,,409600.0,0.00022,0.2,2.8527331 +326.06873,215.67276,-0.07283475,402.2646,1350000.0,3356.0,84375.0,,419840.0,0.00022,0.2,2.863481 +326.06873,218.2623,-0.07283475,404.88242,1360000.0,3359.0,85000.0,,419840.0,0.00022,0.2,2.863481 +327.30212,220.85657,-0.07283475,407.37436,1370000.0,3363.0,85625.0,,419840.0,0.00022,0.2,2.863481 +328.06787,223.4585,-0.07244348,401.39615,1380000.0,3438.0,86250.0,,430080.0,0.00022,0.2,2.8752794 +328.06787,226.05254,-0.07244348,403.95233,1390000.0,3441.0,86875.0,,430080.0,0.00022,0.2,2.8752794 +328.24606,228.64838,-0.07244348,406.50406,1400000.0,3444.0,87500.0,,430080.0,0.00022,0.2,2.8752794 +328.24826,231.232,-0.0732991,400.90988,1410000.0,3517.0,88125.0,,440320.0,0.00022,0.2,2.8948603 +328.24826,233.79842,-0.0732991,403.4091,1420000.0,3520.0,88750.0,,440320.0,0.00022,0.2,2.8948603 +328.59094,236.3683,-0.0732991,405.78888,1430000.0,3524.0,89375.0,,440320.0,0.00022,0.2,2.8948603 +328.59094,238.92395,-0.0732991,408.279,1440000.0,3527.0,90000.0,,440320.0,0.00022,0.2,2.8948603 +328.5829,241.46393,-0.07367427,402.66592,1450000.0,3601.0,90625.0,,450560.0,0.00022,0.2,2.9230437 +328.48828,244.00293,-0.07367427,404.99307,1460000.0,3605.0,91250.0,,450560.0,0.00022,0.2,2.9230437 +328.48828,246.52623,-0.07367427,407.42795,1470000.0,3608.0,91875.0,,450560.0,0.00022,0.2,2.9230437 +328.59674,249.05058,-0.07462216,401.62823,1480000.0,3685.0,92500.0,,460800.0,0.00022,0.2,2.9395118 +329.25336,251.55101,-0.07462216,404.013,1490000.0,3688.0,93125.0,,460800.0,0.00022,0.2,2.9395118 +329.25336,254.0201,-0.07462216,406.50406,1500000.0,3690.0,93750.0,,460800.0,0.00022,0.2,2.9395118 +329.88083,256.49548,-0.07456405,400.8495,1510000.0,3767.0,94375.0,,471040.0,0.00022,0.2,2.9683108 +329.88083,258.94724,-0.07456405,403.29,1520000.0,3769.0,95000.0,,471040.0,0.00022,0.2,2.9683108 +330.50232,261.36758,-0.07456405,405.62036,1530000.0,3772.0,95625.0,,471040.0,0.00022,0.2,2.9683108 +331.29254,263.79584,-0.07456405,407.94702,1540000.0,3775.0,96250.0,,471040.0,0.00022,0.2,2.9683108 +331.29254,266.18405,-0.07555794,402.49286,1550000.0,3851.0,96875.0,,481280.0,0.00022,0.2,2.974356 +331.64398,268.5758,-0.07555794,404.77426,1560000.0,3854.0,97500.0,,481280.0,0.00022,0.2,2.974356 +332.25946,270.9304,-0.07555794,407.05212,1570000.0,3857.0,98125.0,,481280.0,0.00022,0.2,2.974356 +332.25946,273.2211,-0.07534253,401.72897,1580000.0,3933.0,98750.0,,491520.0,0.00022,0.2,2.9736161 +332.45514,275.5138,-0.07534253,403.9634,1590000.0,3936.0,99375.0,,491520.0,0.00022,0.2,2.9736161 +332.45514,277.7557,-0.07534253,406.19446,1600000.0,3939.0,100000.0,,491520.0,0.00022,0.2,2.9736161 +333.08646,279.95114,-0.07501612,401.09616,1610000.0,4014.0,100625.0,,501760.0,0.00022,0.2,3.0110345 +333.15472,282.14728,-0.07501612,403.28604,1620000.0,4017.0,101250.0,,501760.0,0.00022,0.2,3.0110345 +333.15472,284.3225,-0.07501612,405.47263,1630000.0,4020.0,101875.0,,501760.0,0.00022,0.2,3.0110345 +333.53778,286.50156,-0.07577332,400.4884,1640000.0,4095.0,102500.0,,512000.0,0.00022,0.2,3.0291345 +334.21735,288.5973,-0.07577332,402.63544,1650000.0,4098.0,103125.0,,512000.0,0.00022,0.2,3.0291345 +334.21735,290.61206,-0.07577332,404.77933,1660000.0,4101.0,103750.0,,512000.0,0.00022,0.2,3.0291345 +334.73166,292.63196,-0.07577332,406.92007,1670000.0,4104.0,104375.0,,512000.0,0.00022,0.2,3.0291345 +334.73166,294.56033,-0.07574873,401.91388,1680000.0,4180.0,105000.0,,522240.0,0.00022,0.2,3.05018 +335.49985,296.38702,-0.07574873,404.01627,1690000.0,4183.0,105625.0,,522240.0,0.00022,0.2,3.05018 +336.0735,298.21948,-0.07574873,406.11563,1700000.0,4186.0,106250.0,,522240.0,0.00022,0.2,3.05018 +336.0735,299.91412,-0.0772113,401.12598,1710000.0,4263.0,106875.0,,532480.0,0.00022,0.2,3.0806677 +336.81836,301.61618,-0.0772113,403.188,1720000.0,4266.0,107500.0,,532480.0,0.00022,0.2,3.0806677 +337.40198,303.17566,-0.0772113,405.24713,1730000.0,4269.0,108125.0,,532480.0,0.00022,0.2,3.0806677 +337.40198,304.6055,-0.076328,400.5525,1740000.0,4344.0,108750.0,,542720.0,0.00022,0.2,3.0960896 +337.8197,306.03946,-0.076328,402.57648,1750000.0,4347.0,109375.0,,542720.0,0.00022,0.2,3.0960896 +337.8197,307.3625,-0.076328,404.5047,1760000.0,4351.0,110000.0,,542720.0,0.00022,0.2,3.0960896 +337.9004,308.56497,-0.07729965,399.90964,1770000.0,4426.0,110625.0,,552960.0,0.00022,0.2,3.117769 +338.107,309.7695,-0.07729965,401.89658,1780000.0,4429.0,111250.0,,552960.0,0.00022,0.2,3.117769 +338.107,310.8972,-0.07729965,403.88086,1790000.0,4432.0,111875.0,,552960.0,0.00022,0.2,3.117769 +338.06287,312.02444,-0.07729965,405.77097,1800000.0,4436.0,112500.0,,552960.0,0.00022,0.2,3.117769 +338.28122,313.06174,-0.078177154,401.1525,1810000.0,4512.0,113125.0,,563200.0,0.00022,0.2,3.151165 +338.28122,314.02603,-0.078177154,403.19006,1820000.0,4514.0,113750.0,,563200.0,0.00022,0.2,3.151165 +338.30472,314.99057,-0.078177154,405.13614,1830000.0,4517.0,114375.0,,563200.0,0.00022,0.2,3.151165 +338.30472,315.88574,-0.07994055,400.69687,1840000.0,4592.0,115000.0,,573440.0,0.00022,0.2,3.1805549 +338.14883,316.72092,-0.07994055,402.61154,1850000.0,4595.0,115625.0,,573440.0,0.00022,0.2,3.1805549 +338.3841,317.55847,-0.07994055,404.6117,1860000.0,4597.0,116250.0,,573440.0,0.00022,0.2,3.1805549 +338.3841,318.34344,-0.07887795,400.25684,1870000.0,4672.0,116875.0,,583680.0,0.00022,0.2,3.20162 +338.6897,319.13144,-0.07887795,402.13904,1880000.0,4675.0,117500.0,,583680.0,0.00022,0.2,3.20162 +338.98822,319.86136,-0.07887795,404.1052,1890000.0,4677.0,118125.0,,583680.0,0.00022,0.2,3.20162 +338.98822,320.54657,-0.07887795,405.9829,1900000.0,4680.0,118750.0,,583680.0,0.00022,0.2,3.20162 +339.01254,321.23206,-0.08053983,401.68243,1910000.0,4755.0,119375.0,,593920.0,0.00022,0.2,3.2361379 +339.01254,321.8709,-0.08053983,403.53088,1920000.0,4758.0,120000.0,,593920.0,0.00022,0.2,3.2361379 +339.00543,322.47382,-0.08053983,405.377,1930000.0,4761.0,120625.0,,593920.0,0.00022,0.2,3.2361379 +339.66254,323.0833,-0.08096198,401.07504,1940000.0,4837.0,121250.0,,604160.0,0.00022,0.2,3.270648 +339.66254,323.66562,-0.08096198,402.89255,1950000.0,4840.0,121875.0,,604160.0,0.00022,0.2,3.270648 +339.9596,324.25092,-0.08096198,404.70782,1960000.0,4843.0,122500.0,,604160.0,0.00022,0.2,3.270648 +340.21326,324.8078,-0.08206178,400.65082,1970000.0,4917.0,123125.0,,614400.0,0.00022,0.2,3.295148 +340.21326,325.33435,-0.08206178,402.43903,1980000.0,4920.0,123750.0,,614400.0,0.00022,0.2,3.295148 +340.72903,325.86603,-0.08206178,404.22507,1990000.0,4923.0,124375.0,,614400.0,0.00022,0.2,3.295148 +340.72903,326.3667,-0.0831842,400.24014,2000000.0,4997.0,125000.0,,624640.0,0.00022,0.2,3.3169024 +341.04745,326.83875,-0.0831842,402.0,2010000.0,5000.0,125625.0,,624640.0,0.00022,0.2,3.3169024 +341.4097,327.31442,-0.0831842,403.67706,2020000.0,5004.0,126250.0,,624640.0,0.00022,0.2,3.3169024 +341.4097,327.75986,-0.0831842,405.4324,2030000.0,5007.0,126875.0,,624640.0,0.00022,0.2,3.3169024 +341.54022,328.20657,-0.08294017,401.41678,2040000.0,5082.0,127500.0,,634880.0,0.00022,0.2,3.3519378 +341.54022,328.61957,-0.08294017,403.1465,2050000.0,5085.0,128125.0,,634880.0,0.00022,0.2,3.3519378 +341.32257,329.00317,-0.08294017,404.79465,2060000.0,5089.0,128750.0,,634880.0,0.00022,0.2,3.3519378 +341.45682,329.388,-0.0838823,401.00735,2070000.0,5162.0,129375.0,,645120.0,0.00022,0.2,3.380942 +341.45682,329.75208,-0.0838823,402.6326,2080000.0,5166.0,130000.0,,645120.0,0.00022,0.2,3.380942 +341.4251,330.10504,-0.0838823,404.33353,2090000.0,5169.0,130625.0,,645120.0,0.00022,0.2,3.380942 +341.2951,330.45676,-0.0853272,400.53406,2100000.0,5243.0,131250.0,,655360.0,0.00022,0.2,3.3915231 +341.2951,330.792,-0.0853272,402.2112,2110000.0,5246.0,131875.0,,655360.0,0.00022,0.2,3.3915231 +341.171,331.12598,-0.0853272,403.8095,2120000.0,5250.0,132500.0,,655360.0,0.00022,0.2,3.3915231 +341.171,331.45673,-0.08522315,400.2255,2130000.0,5322.0,133125.0,,665600.0,0.00022,0.2,3.4372663 +340.68335,331.77246,-0.08522315,401.87793,2140000.0,5325.0,133750.0,,665600.0,0.00022,0.2,3.4372663 +340.52502,332.08664,-0.08522315,403.45282,2150000.0,5329.0,134375.0,,665600.0,0.00022,0.2,3.4372663 +340.52502,332.39587,-0.08522315,405.1013,2160000.0,5332.0,135000.0,,665600.0,0.00022,0.2,3.4372663 +340.22104,332.68845,-0.08598686,401.62872,2170000.0,5403.0,135625.0,,675840.0,0.00022,0.2,3.490797 +339.68906,332.97562,-0.08598686,403.18106,2180000.0,5407.0,136250.0,,675840.0,0.00022,0.2,3.490797 +339.68906,333.25165,-0.08598686,404.8059,2190000.0,5410.0,136875.0,,675840.0,0.00022,0.2,3.490797 +339.246,333.5233,-0.08979134,401.2402,2200000.0,5483.0,137500.0,,686080.0,0.00022,0.2,3.5116258 +339.246,333.7845,-0.08979134,402.8436,2210000.0,5486.0,138125.0,,686080.0,0.00022,0.2,3.5116258 +339.28827,334.03085,-0.08979134,404.44525,2220000.0,5489.0,138750.0,,686080.0,0.00022,0.2,3.5116258 +339.25073,334.27692,-0.0886273,400.9349,2230000.0,5562.0,139375.0,,696320.0,0.00022,0.2,3.5395722 +339.25073,334.51086,-0.0886273,402.51572,2240000.0,5565.0,140000.0,,696320.0,0.00022,0.2,3.5395722 +339.47357,334.7313,-0.0886273,404.02228,2250000.0,5569.0,140625.0,,696320.0,0.00022,0.2,3.5395722 +339.52966,334.95233,-0.0886273,405.59943,2260000.0,5572.0,141250.0,,696320.0,0.00022,0.2,3.5395722 +339.52966,335.15714,-0.08946267,402.19702,2270000.0,5644.0,141875.0,,706560.0,0.00022,0.2,3.5505502 +339.45514,335.3612,-0.08946267,403.7542,2280000.0,5647.0,142500.0,,706560.0,0.00022,0.2,3.5505502 +339.45514,335.55212,-0.08946267,405.238,2290000.0,5651.0,143125.0,,706560.0,0.00022,0.2,3.5505502 +339.69345,335.7262,-0.08904158,401.81693,2300000.0,5724.0,143750.0,,716800.0,0.00022,0.2,3.5672934 +339.91162,335.90247,-0.08904158,403.42297,2310000.0,5726.0,144375.0,,716800.0,0.00022,0.2,3.5672934 +339.91162,336.0675,-0.08904158,404.95724,2320000.0,5729.0,145000.0,,716800.0,0.00022,0.2,3.5672934 +340.15152,336.2206,-0.08950913,401.58566,2330000.0,5802.0,145625.0,,727040.0,0.00022,0.2,3.58525 +340.5529,336.3778,-0.08950913,403.10077,2340000.0,5805.0,146250.0,,727040.0,0.00022,0.2,3.58525 +340.5529,336.52264,-0.08950913,404.61432,2350000.0,5808.0,146875.0,,727040.0,0.00022,0.2,3.58525 +340.69244,336.66885,-0.09077385,401.4288,2360000.0,5879.0,147500.0,,737280.0,0.00022,0.2,3.6113734 +340.69244,336.80273,-0.09077385,402.85568,2370000.0,5883.0,148125.0,,737280.0,0.00022,0.2,3.6113734 +341.36792,336.93573,-0.09077385,404.2806,2380000.0,5887.0,148750.0,,737280.0,0.00022,0.2,3.6113734 +341.89618,337.07404,-0.09077385,405.7036,2390000.0,5891.0,149375.0,,737280.0,0.00022,0.2,3.6113734 +341.89618,337.2105,-0.089660466,402.617,2400000.0,5961.0,150000.0,,747520.0,0.00022,0.2,3.6543312 +341.89667,337.347,-0.089660466,404.09122,2410000.0,5964.0,150625.0,,747520.0,0.00022,0.2,3.6543312 +341.6092,337.48062,-0.089660466,405.49597,2420000.0,5968.0,151250.0,,747520.0,0.00022,0.2,3.6543312 +341.6092,337.6108,-0.091925286,402.3845,2430000.0,6039.0,151875.0,,757760.0,0.00022,0.2,3.68474 +341.60376,337.74094,-0.091925286,403.83978,2440000.0,6042.0,152500.0,,757760.0,0.00022,0.2,3.68474 +341.60376,337.8712,-0.091925286,405.2266,2450000.0,6046.0,153125.0,,757760.0,0.00022,0.2,3.68474 +341.74854,338.00378,-0.092528276,402.22366,2460000.0,6116.0,153750.0,,768000.0,0.00022,0.2,3.7111855 +341.452,338.13342,-0.092528276,403.59476,2470000.0,6120.0,154375.0,,768000.0,0.00022,0.2,3.7111855 +341.452,338.262,-0.092528276,404.96408,2480000.0,6124.0,155000.0,,768000.0,0.00022,0.2,3.7111855 +341.7868,338.38727,-0.092528276,406.39792,2490000.0,6127.0,155625.0,,768000.0,0.00022,0.2,3.7111855 +341.63177,338.51105,-0.09335711,403.4861,2500000.0,6196.0,156250.0,,778240.0,0.00022,0.2,3.7194831 +341.63177,338.62854,-0.09335711,404.8387,2510000.0,6200.0,156875.0,,778240.0,0.00022,0.2,3.7194831 +341.6571,338.74634,-0.09335711,406.25504,2520000.0,6203.0,157500.0,,778240.0,0.00022,0.2,3.7194831 +341.6571,338.85785,-0.093675815,403.18726,2530000.0,6275.0,158125.0,,788480.0,0.00022,0.2,3.7554507 +341.70956,338.96204,-0.093675815,404.523,2540000.0,6279.0,158750.0,,788480.0,0.00022,0.2,3.7554507 +341.5913,339.065,-0.093675815,405.8571,2550000.0,6283.0,159375.0,,788480.0,0.00022,0.2,3.7554507 +341.5913,339.1645,-0.094631195,402.83243,2560000.0,6355.0,160000.0,,798720.0,0.00022,0.2,3.797382 +341.89163,339.26077,-0.094631195,404.1516,2570000.0,6359.0,160625.0,,798720.0,0.00022,0.2,3.797382 +341.64594,339.35464,-0.094631195,405.4054,2580000.0,6364.0,161250.0,,798720.0,0.00022,0.2,3.797382 +341.64594,339.44656,-0.09601204,402.42386,2590000.0,6436.0,161875.0,,808960.0,0.00022,0.2,3.807828 +341.84634,339.5405,-0.09601204,403.7267,2600000.0,6440.0,162500.0,,808960.0,0.00022,0.2,3.807828 +341.84634,339.6281,-0.09601204,405.0908,2610000.0,6443.0,163125.0,,808960.0,0.00022,0.2,3.807828 +342.06003,339.7172,-0.09601204,406.39056,2620000.0,6447.0,163750.0,,808960.0,0.00022,0.2,3.807828 +342.13147,339.80695,-0.09540316,403.4361,2630000.0,6519.0,164375.0,,819200.0,0.00022,0.2,3.8239417 +342.13147,339.89288,-0.09540316,404.7838,2640000.0,6522.0,165000.0,,819200.0,0.00022,0.2,3.8239417 +342.0882,339.9716,-0.09540316,406.06802,2650000.0,6526.0,165625.0,,819200.0,0.00022,0.2,3.8239417 +342.02264,340.04968,-0.095570765,403.15247,2660000.0,6598.0,166250.0,,829440.0,0.00022,0.2,3.8675568 +342.02264,340.1226,-0.095570765,404.48416,2670000.0,6601.0,166875.0,,829440.0,0.00022,0.2,3.8675568 +342.33572,340.19864,-0.095570765,405.7532,2680000.0,6605.0,167500.0,,829440.0,0.00022,0.2,3.8675568 +342.33572,340.26697,-0.09780286,402.87555,2690000.0,6677.0,168125.0,,839680.0,0.00022,0.2,3.8987708 +342.07126,340.3269,-0.09780286,404.1311,2700000.0,6681.0,168750.0,,839680.0,0.00022,0.2,3.8987708 +341.7428,340.3836,-0.09780286,405.44583,2710000.0,6684.0,169375.0,,839680.0,0.00022,0.2,3.8987708 +341.7428,340.43286,-0.0974013,402.6051,2720000.0,6756.0,170000.0,,849920.0,0.00022,0.2,3.9351768 +341.77072,340.47653,-0.0974013,403.9059,2730000.0,6759.0,170625.0,,849920.0,0.00022,0.2,3.9351768 +341.79553,340.52048,-0.0974013,405.14566,2740000.0,6763.0,171250.0,,849920.0,0.00022,0.2,3.9351768 +341.79553,340.56024,-0.0974013,406.3839,2750000.0,6767.0,171875.0,,849920.0,0.00022,0.2,3.9351768 +341.75958,340.59964,-0.098560914,403.6268,2760000.0,6838.0,172500.0,,860160.0,0.00022,0.2,3.9750764 +341.75958,340.6382,-0.098560914,404.8524,2770000.0,6842.0,173125.0,,860160.0,0.00022,0.2,3.9750764 +341.92136,340.67636,-0.098560914,406.07654,2780000.0,6846.0,173750.0,,860160.0,0.00022,0.2,3.9750764 +342.01453,340.71542,-0.10044443,403.1792,2790000.0,6920.0,174375.0,,870400.0,0.00022,0.2,3.992884 +342.01453,340.75497,-0.10044443,404.39053,2800000.0,6924.0,175000.0,,870400.0,0.00022,0.2,3.992884 +342.05383,340.79272,-0.10044443,405.60046,2810000.0,6928.0,175625.0,,870400.0,0.00022,0.2,3.992884 +342.2519,340.8324,-0.100342564,402.7996,2820000.0,7001.0,176250.0,,880640.0,0.00022,0.2,4.0243907 +342.2519,340.87183,-0.100342564,403.99713,2830000.0,7005.0,176875.0,,880640.0,0.00022,0.2,4.0243907 +341.8155,340.90695,-0.100342564,405.19333,2840000.0,7009.0,177500.0,,880640.0,0.00022,0.2,4.0243907 +341.8155,340.94363,-0.100342564,406.3302,2850000.0,7014.0,178125.0,,880640.0,0.00022,0.2,4.0243907 +341.52878,340.97507,-0.10097229,403.61276,2860000.0,7086.0,178750.0,,890880.0,0.00022,0.2,4.056368 +341.31238,341.00436,-0.10097229,404.7955,2870000.0,7090.0,179375.0,,890880.0,0.00022,0.2,4.056368 +341.31238,341.03058,-0.10097229,405.97687,2880000.0,7094.0,180000.0,,890880.0,0.00022,0.2,4.056368 +340.92004,341.04993,-0.10162272,403.18082,2890000.0,7168.0,180625.0,,901120.0,0.00022,0.2,4.101076 +340.67847,341.06683,-0.10162272,404.35025,2900000.0,7172.0,181250.0,,901120.0,0.00022,0.2,4.101076 +340.67847,341.08353,-0.10162272,405.5184,2910000.0,7176.0,181875.0,,901120.0,0.00022,0.2,4.101076 +340.27106,341.0961,-0.10368003,402.7586,2920000.0,7250.0,182500.0,,911360.0,0.00022,0.2,4.1549025 +340.27106,341.1087,-0.10368003,403.97076,2930000.0,7253.0,183125.0,,911360.0,0.00022,0.2,4.1549025 +340.19006,341.11398,-0.10368003,405.1261,2940000.0,7257.0,183750.0,,911360.0,0.00022,0.2,4.1549025 +340.0105,341.1175,-0.104195215,402.5106,2950000.0,7329.0,184375.0,,921600.0,0.00022,0.2,4.170051 +340.0105,341.118,-0.104195215,403.65472,2960000.0,7333.0,185000.0,,921600.0,0.00022,0.2,4.170051 +339.73416,341.11325,-0.104195215,404.85278,2970000.0,7336.0,185625.0,,921600.0,0.00022,0.2,4.170051 +339.7577,341.10867,-0.104195215,405.99454,2980000.0,7340.0,186250.0,,921600.0,0.00022,0.2,4.170051 +339.7577,341.09894,-0.10497433,403.29108,2990000.0,7414.0,186875.0,,931840.0,0.00022,0.2,4.194995 +339.5125,341.08676,-0.10497433,404.4762,3000000.0,7417.0,187500.0,,931840.0,0.00022,0.2,4.194995 +339.5125,341.0714,-0.10497433,405.66037,3010000.0,7420.0,188125.0,,931840.0,0.00022,0.2,4.194995 +339.48788,341.0522,-0.10533084,402.9353,3020000.0,7495.0,188750.0,,942080.0,0.00022,0.2,4.213824 +339.53833,341.03348,-0.10533084,404.05386,3030000.0,7499.0,189375.0,,942080.0,0.00022,0.2,4.213824 +339.53833,341.0135,-0.10533084,405.22528,3040000.0,7502.0,190000.0,,942080.0,0.00022,0.2,4.213824 +339.64532,340.99454,-0.106759205,402.69342,3050000.0,7574.0,190625.0,,952320.0,0.00022,0.2,4.2274203 +339.79385,340.97922,-0.106759205,403.80048,3060000.0,7578.0,191250.0,,952320.0,0.00022,0.2,4.2274203 +339.79385,340.9626,-0.106759205,404.95978,3070000.0,7581.0,191875.0,,952320.0,0.00022,0.2,4.2274203 +339.87738,340.9468,-0.106759205,406.11813,3080000.0,7584.0,192500.0,,952320.0,0.00022,0.2,4.2274203 +339.87738,340.93134,-0.1071124,403.5523,3090000.0,7657.0,193125.0,,962560.0,0.00022,0.2,4.25086 +340.22174,340.92062,-0.1071124,404.69974,3100000.0,7660.0,193750.0,,962560.0,0.00022,0.2,4.25086 +340.53677,340.913,-0.1071124,405.84628,3110000.0,7663.0,194375.0,,962560.0,0.00022,0.2,4.25086 +340.53677,340.90665,-0.10698058,403.25708,3120000.0,7737.0,195000.0,,972800.0,0.00022,0.2,4.2704554 +340.7784,340.9027,-0.10698058,404.39276,3130000.0,7740.0,195625.0,,972800.0,0.00022,0.2,4.2704554 +340.82193,340.90405,-0.10698058,405.5276,3140000.0,7743.0,196250.0,,972800.0,0.00022,0.2,4.2704554 +340.82193,340.90704,-0.108292475,402.9679,3150000.0,7817.0,196875.0,,983040.0,0.00022,0.2,4.28429 +341.0011,340.9118,-0.108292475,404.09207,3160000.0,7820.0,197500.0,,983040.0,0.00022,0.2,4.28429 +341.0011,340.91962,-0.108292475,405.1636,3170000.0,7824.0,198125.0,,983040.0,0.00022,0.2,4.28429 +340.9456,340.9322,-0.1075364,402.68457,3180000.0,7897.0,198750.0,,993280.0,0.00022,0.2,4.32955 +340.68488,340.94214,-0.1075364,403.74637,3190000.0,7901.0,199375.0,,993280.0,0.00022,0.2,4.32955 +340.68488,340.9565,-0.1075364,404.8071,3200000.0,7905.0,200000.0,,993280.0,0.00022,0.2,4.32955 +340.31784,340.96722,-0.1075364,405.91806,3210000.0,7908.0,200625.0,,993280.0,0.00022,0.2,4.32955 +339.95547,340.97394,-0.10904306,403.45822,3220000.0,7981.0,201250.0,,1003520.0,0.00022,0.2,4.35919 +339.95547,340.98102,-0.10904306,404.5591,3230000.0,7984.0,201875.0,,1003520.0,0.00022,0.2,4.35919 +339.6211,340.98474,-0.10904306,405.6084,3240000.0,7988.0,202500.0,,1003520.0,0.00022,0.2,4.35919 +339.6211,340.9862,-0.10979339,403.17578,3250000.0,8061.0,203125.0,,1013760.0,0.00022,0.2,4.3795805 +339.35565,340.98447,-0.10979339,404.26587,3260000.0,8064.0,203750.0,,1013760.0,0.00022,0.2,4.3795805 +339.07333,340.9799,-0.10979339,405.3049,3270000.0,8068.0,204375.0,,1013760.0,0.00022,0.2,4.3795805 +339.07333,340.97604,-0.11201586,402.84943,3280000.0,8142.0,205000.0,,1024000.0,0.00022,0.2,4.38986 +339.0928,340.97247,-0.11201586,403.8792,3290000.0,8146.0,205625.0,,1024000.0,0.00022,0.2,4.38986 +339.25677,340.96814,-0.11201586,404.908,3300000.0,8150.0,206250.0,,1024000.0,0.00022,0.2,4.38986 +339.25677,340.96155,-0.11050328,402.52948,3310000.0,8223.0,206875.0,,1034240.0,0.00022,0.2,4.4032063 +339.41403,340.95657,-0.11050328,403.5493,3320000.0,8227.0,207500.0,,1034240.0,0.00022,0.2,4.4032063 +339.41403,340.9492,-0.11050328,404.56808,3330000.0,8231.0,208125.0,,1034240.0,0.00022,0.2,4.4032063 +339.61453,340.93976,-0.11050328,405.5859,3340000.0,8235.0,208750.0,,1034240.0,0.00022,0.2,4.4032063 +339.3934,340.9282,-0.11065266,403.27435,3350000.0,8307.0,209375.0,,1044480.0,0.00022,0.2,4.422806 +339.3934,340.9152,-0.11065266,404.28348,3360000.0,8311.0,210000.0,,1044480.0,0.00022,0.2,4.422806 +339.5263,340.90356,-0.11065266,405.29166,3370000.0,8315.0,210625.0,,1044480.0,0.00022,0.2,4.422806 +339.28888,340.88278,-0.11206537,402.9566,3380000.0,8388.0,211250.0,,1054720.0,0.00022,0.2,4.4515715 +339.28888,340.8567,-0.11206537,404.0043,3390000.0,8391.0,211875.0,,1054720.0,0.00022,0.2,4.4515715 +339.27615,340.8305,-0.11206537,405.003,3400000.0,8395.0,212500.0,,1054720.0,0.00022,0.2,4.4515715 +339.27615,340.8043,-0.111607134,402.64493,3410000.0,8469.0,213125.0,,1064960.0,0.00022,0.2,4.4741206 +339.13547,340.77957,-0.111607134,403.6827,3420000.0,8472.0,213750.0,,1064960.0,0.00022,0.2,4.4741206 +338.91104,340.75256,-0.111607134,404.67203,3430000.0,8476.0,214375.0,,1064960.0,0.00022,0.2,4.4741206 +338.91104,340.72562,-0.111607134,405.70822,3440000.0,8479.0,215000.0,,1064960.0,0.00022,0.2,4.4741206 +338.93634,340.69894,-0.11217846,403.36725,3450000.0,8553.0,215625.0,,1075200.0,0.00022,0.2,4.499353 +339.02197,340.6717,-0.11217846,404.34732,3460000.0,8557.0,216250.0,,1075200.0,0.00022,0.2,4.499353 +339.02197,340.64743,-0.11217846,405.32648,3470000.0,8561.0,216875.0,,1075200.0,0.00022,0.2,4.499353 +339.2307,340.62518,-0.11412149,403.10437,3480000.0,8633.0,217500.0,,1085440.0,0.00022,0.2,4.5089083 +339.2307,340.5996,-0.11412149,404.0755,3490000.0,8637.0,218125.0,,1085440.0,0.00022,0.2,4.5089083 +339.24185,340.5757,-0.11412149,405.04572,3500000.0,8641.0,218750.0,,1085440.0,0.00022,0.2,4.5089083 +339.35977,340.553,-0.11279555,402.75388,3510000.0,8715.0,219375.0,,1095680.0,0.00022,0.2,4.5486135 +339.35977,340.53,-0.11279555,403.71603,3520000.0,8719.0,220000.0,,1095680.0,0.00022,0.2,4.5486135 +339.31006,340.50653,-0.11279555,404.67728,3530000.0,8723.0,220625.0,,1095680.0,0.00022,0.2,4.5486135 +339.61243,340.4856,-0.11492827,402.50143,3540000.0,8795.0,221250.0,,1105920.0,0.00022,0.2,4.5906706 +339.61243,340.4658,-0.11492827,403.45493,3550000.0,8799.0,221875.0,,1105920.0,0.00022,0.2,4.5906706 +339.6419,340.4463,-0.11492827,404.4076,3560000.0,8803.0,222500.0,,1105920.0,0.00022,0.2,4.5906706 +339.6419,340.4238,-0.11492827,405.35938,3570000.0,8807.0,223125.0,,1105920.0,0.00022,0.2,4.5906706 +339.78217,340.40512,-0.11536186,403.19855,3580000.0,8879.0,223750.0,,1116160.0,0.00022,0.2,4.631539 +339.1628,340.3803,-0.11536186,404.14273,3590000.0,8883.0,224375.0,,1116160.0,0.00022,0.2,4.631539 +339.1628,340.35352,-0.11536186,405.13165,3600000.0,8886.0,225000.0,,1116160.0,0.00022,0.2,4.631539 +338.72943,340.32236,-0.11669312,402.9018,3610000.0,8960.0,225625.0,,1126400.0,0.00022,0.2,4.6584167 +338.79657,340.28973,-0.11669312,403.8376,3620000.0,8964.0,226250.0,,1126400.0,0.00022,0.2,4.6584167 +338.79657,340.25638,-0.11669312,404.81766,3630000.0,8967.0,226875.0,,1126400.0,0.00022,0.2,4.6584167 +338.73743,340.2224,-0.11784249,402.5658,3640000.0,9042.0,227500.0,,1136640.0,0.00022,0.2,4.692445 +338.73743,340.1889,-0.11784249,403.53787,3650000.0,9045.0,228125.0,,1136640.0,0.00022,0.2,4.692445 +338.54517,340.15414,-0.11784249,404.46457,3660000.0,9049.0,228750.0,,1136640.0,0.00022,0.2,4.692445 +338.28247,340.11673,-0.11784249,405.43527,3670000.0,9052.0,229375.0,,1136640.0,0.00022,0.2,4.692445 +338.28247,340.07617,-0.11844277,403.1993,3680000.0,9127.0,230000.0,,1146880.0,0.00022,0.2,4.709857 +338.54044,340.0382,-0.11844277,404.11783,3690000.0,9131.0,230625.0,,1146880.0,0.00022,0.2,4.709857 +338.6578,340.00406,-0.11844277,405.07993,3700000.0,9134.0,231250.0,,1146880.0,0.00022,0.2,4.709857 +338.6578,339.9732,-0.118696,402.86676,3710000.0,9209.0,231875.0,,1157120.0,0.00022,0.2,4.739188 +338.4619,339.9404,-0.118696,403.8211,3720000.0,9212.0,232500.0,,1157120.0,0.00022,0.2,4.739188 +338.4619,339.90732,-0.118696,404.7748,3730000.0,9215.0,233125.0,,1157120.0,0.00022,0.2,4.739188 +338.0614,339.87,-0.119353734,402.58344,3740000.0,9290.0,233750.0,,1167360.0,0.00022,0.2,4.7762213 +337.7841,339.82993,-0.119353734,403.4861,3750000.0,9294.0,234375.0,,1167360.0,0.00022,0.2,4.7762213 +337.7841,339.7902,-0.119353734,404.43155,3760000.0,9297.0,235000.0,,1167360.0,0.00022,0.2,4.7762213 +337.2479,339.74503,-0.120381795,402.305,3770000.0,9371.0,235625.0,,1177600.0,0.00022,0.2,4.8050613 +336.85165,339.69434,-0.120381795,403.243,3780000.0,9374.0,236250.0,,1177600.0,0.00022,0.2,4.8050613 +336.85165,339.6427,-0.120381795,404.13733,3790000.0,9378.0,236875.0,,1177600.0,0.00022,0.2,4.8050613 +336.4436,339.587,-0.120381795,405.0741,3800000.0,9381.0,237500.0,,1177600.0,0.00022,0.2,4.8050613 +336.4436,339.53094,-0.12215586,402.9614,3810000.0,9455.0,238125.0,,1187840.0,0.00022,0.2,4.810983 +336.34344,339.47186,-0.12215586,403.8909,3820000.0,9458.0,238750.0,,1187840.0,0.00022,0.2,4.810983 +336.26825,339.41202,-0.12215586,404.777,3830000.0,9462.0,239375.0,,1187840.0,0.00022,0.2,4.810983 +336.26825,339.35654,-0.12145144,402.68457,3840000.0,9536.0,240000.0,,1198080.0,0.00022,0.2,4.8309546 +336.26447,339.30103,-0.12145144,403.56393,3850000.0,9540.0,240625.0,,1198080.0,0.00022,0.2,4.8309546 +336.07288,339.2465,-0.12145144,404.48495,3860000.0,9543.0,241250.0,,1198080.0,0.00022,0.2,4.8309546 +336.07288,339.1941,-0.12156814,402.45425,3870000.0,9616.0,241875.0,,1208320.0,0.00022,0.2,4.846843 +336.13632,339.1423,-0.12156814,403.32642,3880000.0,9620.0,242500.0,,1208320.0,0.00022,0.2,4.846843 +336.13632,339.09445,-0.12156814,404.28186,3890000.0,9622.0,243125.0,,1208320.0,0.00022,0.2,4.846843 +336.0193,339.04785,-0.122799575,402.22772,3900000.0,9696.0,243750.0,,1218560.0,0.00022,0.2,4.848417 +335.88406,338.99988,-0.122799575,403.13434,3910000.0,9699.0,244375.0,,1218560.0,0.00022,0.2,4.848417 +335.88406,338.95602,-0.122799575,404.0404,3920000.0,9702.0,245000.0,,1218560.0,0.00022,0.2,4.848417 +335.79245,338.91122,-0.122799575,404.90417,3930000.0,9706.0,245625.0,,1218560.0,0.00022,0.2,4.848417 +335.57492,338.86508,-0.12322166,402.90417,3940000.0,9779.0,246250.0,,1228800.0,0.00022,0.2,4.849051 +335.57492,338.8207,-0.12322166,403.76163,3950000.0,9783.0,246875.0,,1228800.0,0.00022,0.2,4.849051 +335.3301,338.77396,-0.12322166,404.65973,3960000.0,9786.0,247500.0,,1228800.0,0.00022,0.2,4.849051 +335.3301,338.72992,-0.12239521,402.67776,3970000.0,9859.0,248125.0,,1239040.0,0.00022,0.2,4.852316 +335.06592,338.683,-0.12239521,403.56924,3980000.0,9862.0,248750.0,,1239040.0,0.00022,0.2,4.852316 +334.93243,338.63477,-0.12239521,404.4602,3990000.0,9865.0,249375.0,,1239040.0,0.00022,0.2,4.852316 +334.93243,338.58896,-0.12242603,402.4145,4000000.0,9940.0,250000.0,,1249280.0,0.00022,0.2,4.8706512 diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_df_train.csv b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..8fc682edf456d9e72ba58ccf6ec3ad5d56d5014b --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_df_train.csv @@ -0,0 +1,401 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +,,,344.82758,10000.0,29.0,625.0,,0.0,0.00022,0.2, +-0.70986503,-0.70986503,,645.1613,20000.0,31.0,1250.0,,0.0,0.00022,0.2, +-0.70986503,-0.70986503,,882.35297,30000.0,34.0,1875.0,,0.0,0.00022,0.2, +1.4215442,0.00060470897,0.030390335,360.36035,40000.0,111.0,2500.0,,10240.0,0.00022,0.2,2.8761764 +4.4182196,1.1050084,0.030390335,442.47787,50000.0,113.0,3125.0,,10240.0,0.00022,0.2,2.8761764 +4.4182196,1.7676506,0.030390335,517.2414,60000.0,116.0,3750.0,,10240.0,0.00022,0.2,2.8761764 +5.3825283,2.3701303,-0.049475156,366.49216,70000.0,191.0,4375.0,,20480.0,0.00022,0.2,2.9116237 +5.3825283,2.8004727,-0.049475156,412.37112,80000.0,194.0,5000.0,,20480.0,0.00022,0.2,2.9116237 +12.33109,3.9917998,-0.049475156,456.85278,90000.0,197.0,5625.0,,20480.0,0.00022,0.2,2.9116237 +18.708794,5.6270213,-0.05632819,367.64706,100000.0,272.0,6250.0,,30720.0,0.00022,0.2,2.954988 +18.708794,6.935199,-0.05632819,400.0,110000.0,275.0,6875.0,,30720.0,0.00022,0.2,2.954988 +28.163565,8.86505,-0.05632819,431.65466,120000.0,278.0,7500.0,,30720.0,0.00022,0.2,2.954988 +40.7659,11.523456,-0.05632819,464.2857,130000.0,280.0,8125.0,,30720.0,0.00022,0.2,2.954988 +40.7659,13.772874,-0.058653124,393.25842,140000.0,356.0,8750.0,,40960.0,0.00022,0.2,2.9805021 +52.946136,16.570965,-0.058653124,417.8273,150000.0,359.0,9375.0,,40960.0,0.00022,0.2,2.9805021 +52.946136,18.995975,-0.058653124,443.2133,160000.0,361.0,10000.0,,40960.0,0.00022,0.2,2.9805021 +64.34186,21.830093,-0.06477978,389.90826,170000.0,436.0,10625.0,,51200.0,0.00022,0.2,3.0001502 +70.11705,24.670504,-0.06477978,410.02277,180000.0,439.0,11250.0,,51200.0,0.00022,0.2,3.0001502 +70.11705,27.195312,-0.06477978,429.86426,190000.0,442.0,11875.0,,51200.0,0.00022,0.2,3.0001502 +73.16647,29.61485,-0.066013895,386.8472,200000.0,517.0,12500.0,,61440.0,0.00022,0.2,3.026393 +74.18174,31.843195,-0.066013895,403.84616,210000.0,520.0,13125.0,,61440.0,0.00022,0.2,3.026393 +74.18174,33.859318,-0.066013895,420.6501,220000.0,523.0,13750.0,,61440.0,0.00022,0.2,3.026393 +73.26847,35.650642,-0.06547473,385.90604,230000.0,596.0,14375.0,,71680.0,0.00022,0.2,3.02844 +73.26847,37.286198,-0.06547473,400.6678,240000.0,599.0,15000.0,,71680.0,0.00022,0.2,3.02844 +70.61218,38.674778,-0.06547473,415.28238,250000.0,602.0,15625.0,,71680.0,0.00022,0.2,3.02844 +68.25864,39.858135,-0.06547473,429.75208,260000.0,605.0,16250.0,,71680.0,0.00022,0.2,3.02844 +68.25864,40.950462,-0.06368529,397.6436,270000.0,679.0,16875.0,,81920.0,0.00022,0.2,3.0286105 +66.562645,41.899063,-0.06368529,410.5572,280000.0,682.0,17500.0,,81920.0,0.00022,0.2,3.0286105 +66.252144,42.768818,-0.06368529,423.35767,290000.0,685.0,18125.0,,81920.0,0.00022,0.2,3.0286105 +66.252144,43.578587,-0.05752724,395.77835,300000.0,758.0,18750.0,,92160.0,0.00022,0.2,3.01054 +65.31084,44.302994,-0.05752724,407.35873,310000.0,761.0,19375.0,,92160.0,0.00022,0.2,3.01054 +65.31084,44.980667,-0.05752724,418.84818,320000.0,764.0,20000.0,,92160.0,0.00022,0.2,3.01054 +65.703964,45.62827,-0.051404912,394.26523,330000.0,837.0,20625.0,,102400.0,0.00022,0.2,2.9896417 +66.07797,46.24796,-0.051404912,404.7619,340000.0,840.0,21250.0,,102400.0,0.00022,0.2,2.9896417 +66.07797,46.831196,-0.051404912,414.69196,350000.0,844.0,21875.0,,102400.0,0.00022,0.2,2.9896417 +67.11466,47.41072,-0.051404912,425.0295,360000.0,847.0,22500.0,,102400.0,0.00022,0.2,2.9896417 +67.87485,47.97917,-0.049434755,402.17392,370000.0,920.0,23125.0,,112640.0,0.00022,0.2,2.994954 +67.87485,48.51689,-0.049434755,411.2554,380000.0,924.0,23750.0,,112640.0,0.00022,0.2,2.994954 +68.66364,49.04707,-0.049434755,420.71198,390000.0,927.0,24375.0,,112640.0,0.00022,0.2,2.994954 +68.66364,49.550053,-0.04697509,400.0,400000.0,1000.0,25000.0,,122880.0,0.00022,0.2,2.99106 +69.88605,50.058453,-0.04697509,408.36655,410000.0,1004.0,25625.0,,122880.0,0.00022,0.2,2.99106 +71.60332,50.58394,-0.04697509,417.49503,420000.0,1006.0,26250.0,,122880.0,0.00022,0.2,2.99106 +71.60332,51.084396,-0.046613682,398.14816,430000.0,1080.0,26875.0,,133120.0,0.00022,0.2,2.9646711 +73.028275,51.594723,-0.046613682,406.27887,440000.0,1083.0,27500.0,,133120.0,0.00022,0.2,2.9646711 +74.585304,52.117233,-0.046613682,413.98343,450000.0,1087.0,28125.0,,133120.0,0.00022,0.2,2.9646711 +74.585304,52.61652,-0.040564783,396.21017,460000.0,1161.0,28750.0,,143360.0,0.00022,0.2,2.940876 +76.16015,53.128338,-0.040564783,403.43347,470000.0,1165.0,29375.0,,143360.0,0.00022,0.2,2.940876 +76.16015,53.61838,-0.040564783,410.9589,480000.0,1168.0,30000.0,,143360.0,0.00022,0.2,2.940876 +79.21295,54.1516,-0.040564783,418.44577,490000.0,1171.0,30625.0,,143360.0,0.00022,0.2,2.940876 +82.34442,54.726967,-0.038055684,401.6064,500000.0,1245.0,31250.0,,153600.0,0.00022,0.2,2.9242094 +82.34442,55.279316,-0.038055684,408.32666,510000.0,1249.0,31875.0,,153600.0,0.00022,0.2,2.9242094 +84.701706,55.856224,-0.038055684,415.33545,520000.0,1252.0,32500.0,,153600.0,0.00022,0.2,2.9242094 +88.46685,56.483353,-0.03566648,400.0,530000.0,1325.0,33125.0,,163840.0,0.00022,0.2,2.9040985 +88.46685,57.08681,-0.03566648,406.32056,540000.0,1329.0,33750.0,,163840.0,0.00022,0.2,2.9040985 +92.471924,57.742092,-0.03566648,412.9129,550000.0,1332.0,34375.0,,163840.0,0.00022,0.2,2.9040985 +92.471924,58.373543,-0.034804296,398.00995,560000.0,1407.0,35000.0,,174080.0,0.00022,0.2,2.888484 +96.80071,59.059746,-0.034804296,403.9688,570000.0,1411.0,35625.0,,174080.0,0.00022,0.2,2.888484 +103.18642,59.8339,-0.034804296,410.18387,580000.0,1414.0,36250.0,,174080.0,0.00022,0.2,2.888484 +103.18642,60.581356,-0.03574667,396.50537,590000.0,1488.0,36875.0,,184320.0,0.00022,0.2,2.8612814 +108.265205,61.389557,-0.03574667,402.4145,600000.0,1491.0,37500.0,,184320.0,0.00022,0.2,2.8612814 +113.54032,62.258736,-0.03574667,408.29987,610000.0,1494.0,38125.0,,184320.0,0.00022,0.2,2.8612814 +113.54032,63.09942,-0.03574667,413.8852,620000.0,1498.0,38750.0,,184320.0,0.00022,0.2,2.8612814 +115.63174,63.946712,-0.04004397,401.52963,630000.0,1569.0,39375.0,,194560.0,0.00022,0.2,2.8432758 +115.63174,64.76711,-0.04004397,406.86588,640000.0,1573.0,40000.0,,194560.0,0.00022,0.2,2.8432758 +124.64048,65.70263,-0.04004397,412.43655,650000.0,1576.0,40625.0,,194560.0,0.00022,0.2,2.8432758 +132.7428,66.73402,-0.046482295,400.24258,660000.0,1649.0,41250.0,,204800.0,0.00022,0.2,2.8346062 +132.7428,67.734146,-0.046482295,405.32364,670000.0,1653.0,41875.0,,204800.0,0.00022,0.2,2.8346062 +141.8969,68.84106,-0.046482295,410.62802,680000.0,1656.0,42500.0,,204800.0,0.00022,0.2,2.8346062 +152.83032,70.07619,-0.058068354,398.84393,690000.0,1730.0,43125.0,,215040.0,0.00022,0.2,2.8231268 +152.83032,71.27552,-0.058068354,403.92383,700000.0,1733.0,43750.0,,215040.0,0.00022,0.2,2.8231268 +166.60925,72.63743,-0.058068354,408.98618,710000.0,1736.0,44375.0,,215040.0,0.00022,0.2,2.8231268 +166.60925,73.96098,-0.058068354,413.7931,720000.0,1740.0,45000.0,,215040.0,0.00022,0.2,2.8231268 +181.4556,75.453964,-0.06934191,402.86975,730000.0,1812.0,45625.0,,225280.0,0.00022,0.2,2.804966 +194.42007,77.08363,-0.06934191,407.48898,740000.0,1816.0,46250.0,,225280.0,0.00022,0.2,2.804966 +194.42007,78.669266,-0.06934191,412.31445,750000.0,1819.0,46875.0,,225280.0,0.00022,0.2,2.804966 +205.51768,80.36057,-0.07318839,401.47913,760000.0,1893.0,47500.0,,235520.0,0.00022,0.2,2.7966757 +217.65341,82.16705,-0.07318839,406.11813,770000.0,1896.0,48125.0,,235520.0,0.00022,0.2,2.7966757 +217.65341,83.92662,-0.07318839,410.7425,780000.0,1899.0,48750.0,,235520.0,0.00022,0.2,2.7966757 +225.33838,85.739586,-0.07387616,400.4055,790000.0,1973.0,49375.0,,245760.0,0.00022,0.2,2.782033 +225.33838,87.506676,-0.07387616,404.6535,800000.0,1977.0,50000.0,,245760.0,0.00022,0.2,2.782033 +234.54936,89.34471,-0.07387616,409.0909,810000.0,1980.0,50625.0,,245760.0,0.00022,0.2,2.782033 +241.8514,91.22751,-0.072481215,399.61014,820000.0,2052.0,51250.0,,256000.0,0.00022,0.2,2.7683816 +241.8514,93.064384,-0.072481215,403.6965,830000.0,2056.0,51875.0,,256000.0,0.00022,0.2,2.7683816 +248.78801,94.940575,-0.072481215,407.96503,840000.0,2059.0,52500.0,,256000.0,0.00022,0.2,2.7683816 +254.63004,96.84164,-0.072481215,412.22113,850000.0,2062.0,53125.0,,256000.0,0.00022,0.2,2.7683816 +254.63004,98.697975,-0.07343745,402.8103,860000.0,2135.0,53750.0,,266240.0,0.00022,0.2,2.744217 +259.88904,100.57229,-0.07343745,406.73212,870000.0,2139.0,54375.0,,266240.0,0.00022,0.2,2.744217 +259.88904,102.40351,-0.07343745,410.831,880000.0,2142.0,55000.0,,266240.0,0.00022,0.2,2.744217 +265.99612,104.26252,-0.0716503,401.62454,890000.0,2216.0,55625.0,,276480.0,0.00022,0.2,2.7467482 +270.4651,106.12996,-0.0716503,405.5881,900000.0,2219.0,56250.0,,276480.0,0.00022,0.2,2.7467482 +270.4651,107.9559,-0.0716503,409.54095,910000.0,2222.0,56875.0,,276480.0,0.00022,0.2,2.7467482 +275.12698,109.792946,-0.07169086,400.69687,920000.0,2296.0,57500.0,,286720.0,0.00022,0.2,2.7318468 +278.71378,111.62904,-0.07169086,404.5237,930000.0,2299.0,58125.0,,286720.0,0.00022,0.2,2.7318468 +278.71378,113.42565,-0.07169086,408.34058,940000.0,2302.0,58750.0,,286720.0,0.00022,0.2,2.7318468 +281.42935,115.21293,-0.07169086,412.1475,950000.0,2305.0,59375.0,,286720.0,0.00022,0.2,2.7318468 +281.42935,116.962585,-0.07030148,403.36136,960000.0,2380.0,60000.0,,296960.0,0.00022,0.2,2.7323945 +284.526,118.70804,-0.07030148,407.04993,970000.0,2383.0,60625.0,,296960.0,0.00022,0.2,2.7323945 +287.55847,120.44877,-0.07030148,410.5572,980000.0,2387.0,61250.0,,296960.0,0.00022,0.2,2.7323945 +287.55847,122.15397,-0.07277639,402.43903,990000.0,2460.0,61875.0,,307200.0,0.00022,0.2,2.7267408 +290.66302,123.85608,-0.07277639,405.84415,1000000.0,2464.0,62500.0,,307200.0,0.00022,0.2,2.7267408 +293.84256,125.55594,-0.07277639,409.40414,1010000.0,2467.0,63125.0,,307200.0,0.00022,0.2,2.7267408 +293.84256,128.50146,-0.0709034,401.25885,1020000.0,2542.0,63750.0,,317440.0,0.00022,0.2,2.7409692 +296.8692,131.47725,-0.0709034,404.71512,1030000.0,2545.0,64375.0,,317440.0,0.00022,0.2,2.7409692 +296.8692,134.43173,-0.0709034,408.00314,1040000.0,2549.0,65000.0,,317440.0,0.00022,0.2,2.7409692 +300.24026,137.38994,-0.06979211,400.45767,1050000.0,2622.0,65625.0,,327680.0,0.00022,0.2,2.7506866 +302.9674,140.37544,-0.06979211,403.65576,1060000.0,2626.0,66250.0,,327680.0,0.00022,0.2,2.7506866 +302.9674,143.35129,-0.06979211,406.99887,1070000.0,2629.0,66875.0,,327680.0,0.00022,0.2,2.7506866 +305.05246,146.34799,-0.06979211,410.33435,1080000.0,2632.0,67500.0,,327680.0,0.00022,0.2,2.7506866 +306.12628,149.28595,-0.07127159,403.1065,1090000.0,2704.0,68125.0,,337920.0,0.00022,0.2,2.7617724 +306.12628,152.16011,-0.07127159,406.20383,1100000.0,2708.0,68750.0,,337920.0,0.00022,0.2,2.7617724 +307.7724,155.05075,-0.07127159,409.44302,1110000.0,2711.0,69375.0,,337920.0,0.00022,0.2,2.7617724 +307.7724,157.84683,-0.072267644,402.1544,1120000.0,2785.0,70000.0,,348160.0,0.00022,0.2,2.779449 +308.0965,160.52014,-0.072267644,405.30847,1130000.0,2788.0,70625.0,,348160.0,0.00022,0.2,2.779449 +309.10733,163.20357,-0.072267644,408.45575,1140000.0,2791.0,71250.0,,348160.0,0.00022,0.2,2.779449 +309.10733,165.76518,-0.071487725,401.39615,1150000.0,2865.0,71875.0,,358400.0,0.00022,0.2,2.7754152 +309.6001,168.3317,-0.071487725,404.32205,1160000.0,2869.0,72500.0,,358400.0,0.00022,0.2,2.7754152 +310.9683,170.79797,-0.071487725,407.38162,1170000.0,2872.0,73125.0,,358400.0,0.00022,0.2,2.7754152 +310.9683,173.20648,-0.0702669,400.6791,1180000.0,2945.0,73750.0,,368640.0,0.00022,0.2,2.7722125 +312.08368,175.62617,-0.0702669,403.6635,1190000.0,2948.0,74375.0,,368640.0,0.00022,0.2,2.7722125 +312.08368,178.01535,-0.0702669,406.50406,1200000.0,2952.0,75000.0,,368640.0,0.00022,0.2,2.7722125 +313.12708,180.40479,-0.0702669,409.47546,1210000.0,2955.0,75625.0,,368640.0,0.00022,0.2,2.7722125 +314.64703,182.80943,-0.070991814,402.90622,1220000.0,3028.0,76250.0,,378880.0,0.00022,0.2,2.7874384 +314.64703,185.2232,-0.070991814,405.80667,1230000.0,3031.0,76875.0,,378880.0,0.00022,0.2,2.7874384 +315.85715,187.64911,-0.070991814,408.5667,1240000.0,3035.0,77500.0,,378880.0,0.00022,0.2,2.7874384 +317.42752,190.11726,-0.07219851,402.1879,1250000.0,3108.0,78125.0,,389120.0,0.00022,0.2,2.8197596 +317.42752,192.60895,-0.07219851,404.8843,1260000.0,3112.0,78750.0,,389120.0,0.00022,0.2,2.8197596 +319.05167,195.11688,-0.07219851,407.70465,1270000.0,3115.0,79375.0,,389120.0,0.00022,0.2,2.8197596 +319.05167,197.64175,-0.07248227,401.37973,1280000.0,3189.0,80000.0,,399360.0,0.00022,0.2,2.8334076 +320.3653,200.18289,-0.07248227,404.00876,1290000.0,3193.0,80625.0,,399360.0,0.00022,0.2,2.8334076 +322.2824,202.74318,-0.07248227,406.75845,1300000.0,3196.0,81250.0,,399360.0,0.00022,0.2,2.8334076 +322.2824,205.31291,-0.07248227,409.50296,1310000.0,3199.0,81875.0,,399360.0,0.00022,0.2,2.8334076 +323.40308,207.89384,-0.07245291,403.05344,1320000.0,3275.0,82500.0,,409600.0,0.00022,0.2,2.8527331 +324.84097,210.48521,-0.07245291,405.7352,1330000.0,3278.0,83125.0,,409600.0,0.00022,0.2,2.8527331 +324.84097,213.07285,-0.07245291,408.41208,1340000.0,3281.0,83750.0,,409600.0,0.00022,0.2,2.8527331 +326.06873,215.67276,-0.07283475,402.2646,1350000.0,3356.0,84375.0,,419840.0,0.00022,0.2,2.863481 +326.06873,218.2623,-0.07283475,404.88242,1360000.0,3359.0,85000.0,,419840.0,0.00022,0.2,2.863481 +327.30212,220.85657,-0.07283475,407.37436,1370000.0,3363.0,85625.0,,419840.0,0.00022,0.2,2.863481 +328.06787,223.4585,-0.07244348,401.39615,1380000.0,3438.0,86250.0,,430080.0,0.00022,0.2,2.8752794 +328.06787,226.05254,-0.07244348,403.95233,1390000.0,3441.0,86875.0,,430080.0,0.00022,0.2,2.8752794 +328.24606,228.64838,-0.07244348,406.50406,1400000.0,3444.0,87500.0,,430080.0,0.00022,0.2,2.8752794 +328.24826,231.232,-0.0732991,400.90988,1410000.0,3517.0,88125.0,,440320.0,0.00022,0.2,2.8948603 +328.24826,233.79842,-0.0732991,403.4091,1420000.0,3520.0,88750.0,,440320.0,0.00022,0.2,2.8948603 +328.59094,236.3683,-0.0732991,405.78888,1430000.0,3524.0,89375.0,,440320.0,0.00022,0.2,2.8948603 +328.59094,238.92395,-0.0732991,408.279,1440000.0,3527.0,90000.0,,440320.0,0.00022,0.2,2.8948603 +328.5829,241.46393,-0.07367427,402.66592,1450000.0,3601.0,90625.0,,450560.0,0.00022,0.2,2.9230437 +328.48828,244.00293,-0.07367427,404.99307,1460000.0,3605.0,91250.0,,450560.0,0.00022,0.2,2.9230437 +328.48828,246.52623,-0.07367427,407.42795,1470000.0,3608.0,91875.0,,450560.0,0.00022,0.2,2.9230437 +328.59674,249.05058,-0.07462216,401.62823,1480000.0,3685.0,92500.0,,460800.0,0.00022,0.2,2.9395118 +329.25336,251.55101,-0.07462216,404.013,1490000.0,3688.0,93125.0,,460800.0,0.00022,0.2,2.9395118 +329.25336,254.0201,-0.07462216,406.50406,1500000.0,3690.0,93750.0,,460800.0,0.00022,0.2,2.9395118 +329.88083,256.49548,-0.07456405,400.8495,1510000.0,3767.0,94375.0,,471040.0,0.00022,0.2,2.9683108 +329.88083,258.94724,-0.07456405,403.29,1520000.0,3769.0,95000.0,,471040.0,0.00022,0.2,2.9683108 +330.50232,261.36758,-0.07456405,405.62036,1530000.0,3772.0,95625.0,,471040.0,0.00022,0.2,2.9683108 +331.29254,263.79584,-0.07456405,407.94702,1540000.0,3775.0,96250.0,,471040.0,0.00022,0.2,2.9683108 +331.29254,266.18405,-0.07555794,402.49286,1550000.0,3851.0,96875.0,,481280.0,0.00022,0.2,2.974356 +331.64398,268.5758,-0.07555794,404.77426,1560000.0,3854.0,97500.0,,481280.0,0.00022,0.2,2.974356 +332.25946,270.9304,-0.07555794,407.05212,1570000.0,3857.0,98125.0,,481280.0,0.00022,0.2,2.974356 +332.25946,273.2211,-0.07534253,401.72897,1580000.0,3933.0,98750.0,,491520.0,0.00022,0.2,2.9736161 +332.45514,275.5138,-0.07534253,403.9634,1590000.0,3936.0,99375.0,,491520.0,0.00022,0.2,2.9736161 +332.45514,277.7557,-0.07534253,406.19446,1600000.0,3939.0,100000.0,,491520.0,0.00022,0.2,2.9736161 +333.08646,279.95114,-0.07501612,401.09616,1610000.0,4014.0,100625.0,,501760.0,0.00022,0.2,3.0110345 +333.15472,282.14728,-0.07501612,403.28604,1620000.0,4017.0,101250.0,,501760.0,0.00022,0.2,3.0110345 +333.15472,284.3225,-0.07501612,405.47263,1630000.0,4020.0,101875.0,,501760.0,0.00022,0.2,3.0110345 +333.53778,286.50156,-0.07577332,400.4884,1640000.0,4095.0,102500.0,,512000.0,0.00022,0.2,3.0291345 +334.21735,288.5973,-0.07577332,402.63544,1650000.0,4098.0,103125.0,,512000.0,0.00022,0.2,3.0291345 +334.21735,290.61206,-0.07577332,404.77933,1660000.0,4101.0,103750.0,,512000.0,0.00022,0.2,3.0291345 +334.73166,292.63196,-0.07577332,406.92007,1670000.0,4104.0,104375.0,,512000.0,0.00022,0.2,3.0291345 +334.73166,294.56033,-0.07574873,401.91388,1680000.0,4180.0,105000.0,,522240.0,0.00022,0.2,3.05018 +335.49985,296.38702,-0.07574873,404.01627,1690000.0,4183.0,105625.0,,522240.0,0.00022,0.2,3.05018 +336.0735,298.21948,-0.07574873,406.11563,1700000.0,4186.0,106250.0,,522240.0,0.00022,0.2,3.05018 +336.0735,299.91412,-0.0772113,401.12598,1710000.0,4263.0,106875.0,,532480.0,0.00022,0.2,3.0806677 +336.81836,301.61618,-0.0772113,403.188,1720000.0,4266.0,107500.0,,532480.0,0.00022,0.2,3.0806677 +337.40198,303.17566,-0.0772113,405.24713,1730000.0,4269.0,108125.0,,532480.0,0.00022,0.2,3.0806677 +337.40198,304.6055,-0.076328,400.5525,1740000.0,4344.0,108750.0,,542720.0,0.00022,0.2,3.0960896 +337.8197,306.03946,-0.076328,402.57648,1750000.0,4347.0,109375.0,,542720.0,0.00022,0.2,3.0960896 +337.8197,307.3625,-0.076328,404.5047,1760000.0,4351.0,110000.0,,542720.0,0.00022,0.2,3.0960896 +337.9004,308.56497,-0.07729965,399.90964,1770000.0,4426.0,110625.0,,552960.0,0.00022,0.2,3.117769 +338.107,309.7695,-0.07729965,401.89658,1780000.0,4429.0,111250.0,,552960.0,0.00022,0.2,3.117769 +338.107,310.8972,-0.07729965,403.88086,1790000.0,4432.0,111875.0,,552960.0,0.00022,0.2,3.117769 +338.06287,312.02444,-0.07729965,405.77097,1800000.0,4436.0,112500.0,,552960.0,0.00022,0.2,3.117769 +338.28122,313.06174,-0.078177154,401.1525,1810000.0,4512.0,113125.0,,563200.0,0.00022,0.2,3.151165 +338.28122,314.02603,-0.078177154,403.19006,1820000.0,4514.0,113750.0,,563200.0,0.00022,0.2,3.151165 +338.30472,314.99057,-0.078177154,405.13614,1830000.0,4517.0,114375.0,,563200.0,0.00022,0.2,3.151165 +338.30472,315.88574,-0.07994055,400.69687,1840000.0,4592.0,115000.0,,573440.0,0.00022,0.2,3.1805549 +338.14883,316.72092,-0.07994055,402.61154,1850000.0,4595.0,115625.0,,573440.0,0.00022,0.2,3.1805549 +338.3841,317.55847,-0.07994055,404.6117,1860000.0,4597.0,116250.0,,573440.0,0.00022,0.2,3.1805549 +338.3841,318.34344,-0.07887795,400.25684,1870000.0,4672.0,116875.0,,583680.0,0.00022,0.2,3.20162 +338.6897,319.13144,-0.07887795,402.13904,1880000.0,4675.0,117500.0,,583680.0,0.00022,0.2,3.20162 +338.98822,319.86136,-0.07887795,404.1052,1890000.0,4677.0,118125.0,,583680.0,0.00022,0.2,3.20162 +338.98822,320.54657,-0.07887795,405.9829,1900000.0,4680.0,118750.0,,583680.0,0.00022,0.2,3.20162 +339.01254,321.23206,-0.08053983,401.68243,1910000.0,4755.0,119375.0,,593920.0,0.00022,0.2,3.2361379 +339.01254,321.8709,-0.08053983,403.53088,1920000.0,4758.0,120000.0,,593920.0,0.00022,0.2,3.2361379 +339.00543,322.47382,-0.08053983,405.377,1930000.0,4761.0,120625.0,,593920.0,0.00022,0.2,3.2361379 +339.66254,323.0833,-0.08096198,401.07504,1940000.0,4837.0,121250.0,,604160.0,0.00022,0.2,3.270648 +339.66254,323.66562,-0.08096198,402.89255,1950000.0,4840.0,121875.0,,604160.0,0.00022,0.2,3.270648 +339.9596,324.25092,-0.08096198,404.70782,1960000.0,4843.0,122500.0,,604160.0,0.00022,0.2,3.270648 +340.21326,324.8078,-0.08206178,400.65082,1970000.0,4917.0,123125.0,,614400.0,0.00022,0.2,3.295148 +340.21326,325.33435,-0.08206178,402.43903,1980000.0,4920.0,123750.0,,614400.0,0.00022,0.2,3.295148 +340.72903,325.86603,-0.08206178,404.22507,1990000.0,4923.0,124375.0,,614400.0,0.00022,0.2,3.295148 +340.72903,326.3667,-0.0831842,400.24014,2000000.0,4997.0,125000.0,,624640.0,0.00022,0.2,3.3169024 +341.04745,326.83875,-0.0831842,402.0,2010000.0,5000.0,125625.0,,624640.0,0.00022,0.2,3.3169024 +341.4097,327.31442,-0.0831842,403.67706,2020000.0,5004.0,126250.0,,624640.0,0.00022,0.2,3.3169024 +341.4097,327.75986,-0.0831842,405.4324,2030000.0,5007.0,126875.0,,624640.0,0.00022,0.2,3.3169024 +341.54022,328.20657,-0.08294017,401.41678,2040000.0,5082.0,127500.0,,634880.0,0.00022,0.2,3.3519378 +341.54022,328.61957,-0.08294017,403.1465,2050000.0,5085.0,128125.0,,634880.0,0.00022,0.2,3.3519378 +341.32257,329.00317,-0.08294017,404.79465,2060000.0,5089.0,128750.0,,634880.0,0.00022,0.2,3.3519378 +341.45682,329.388,-0.0838823,401.00735,2070000.0,5162.0,129375.0,,645120.0,0.00022,0.2,3.380942 +341.45682,329.75208,-0.0838823,402.6326,2080000.0,5166.0,130000.0,,645120.0,0.00022,0.2,3.380942 +341.4251,330.10504,-0.0838823,404.33353,2090000.0,5169.0,130625.0,,645120.0,0.00022,0.2,3.380942 +341.2951,330.45676,-0.0853272,400.53406,2100000.0,5243.0,131250.0,,655360.0,0.00022,0.2,3.3915231 +341.2951,330.792,-0.0853272,402.2112,2110000.0,5246.0,131875.0,,655360.0,0.00022,0.2,3.3915231 +341.171,331.12598,-0.0853272,403.8095,2120000.0,5250.0,132500.0,,655360.0,0.00022,0.2,3.3915231 +341.171,331.45673,-0.08522315,400.2255,2130000.0,5322.0,133125.0,,665600.0,0.00022,0.2,3.4372663 +340.68335,331.77246,-0.08522315,401.87793,2140000.0,5325.0,133750.0,,665600.0,0.00022,0.2,3.4372663 +340.52502,332.08664,-0.08522315,403.45282,2150000.0,5329.0,134375.0,,665600.0,0.00022,0.2,3.4372663 +340.52502,332.39587,-0.08522315,405.1013,2160000.0,5332.0,135000.0,,665600.0,0.00022,0.2,3.4372663 +340.22104,332.68845,-0.08598686,401.62872,2170000.0,5403.0,135625.0,,675840.0,0.00022,0.2,3.490797 +339.68906,332.97562,-0.08598686,403.18106,2180000.0,5407.0,136250.0,,675840.0,0.00022,0.2,3.490797 +339.68906,333.25165,-0.08598686,404.8059,2190000.0,5410.0,136875.0,,675840.0,0.00022,0.2,3.490797 +339.246,333.5233,-0.08979134,401.2402,2200000.0,5483.0,137500.0,,686080.0,0.00022,0.2,3.5116258 +339.246,333.7845,-0.08979134,402.8436,2210000.0,5486.0,138125.0,,686080.0,0.00022,0.2,3.5116258 +339.28827,334.03085,-0.08979134,404.44525,2220000.0,5489.0,138750.0,,686080.0,0.00022,0.2,3.5116258 +339.25073,334.27692,-0.0886273,400.9349,2230000.0,5562.0,139375.0,,696320.0,0.00022,0.2,3.5395722 +339.25073,334.51086,-0.0886273,402.51572,2240000.0,5565.0,140000.0,,696320.0,0.00022,0.2,3.5395722 +339.47357,334.7313,-0.0886273,404.02228,2250000.0,5569.0,140625.0,,696320.0,0.00022,0.2,3.5395722 +339.52966,334.95233,-0.0886273,405.59943,2260000.0,5572.0,141250.0,,696320.0,0.00022,0.2,3.5395722 +339.52966,335.15714,-0.08946267,402.19702,2270000.0,5644.0,141875.0,,706560.0,0.00022,0.2,3.5505502 +339.45514,335.3612,-0.08946267,403.7542,2280000.0,5647.0,142500.0,,706560.0,0.00022,0.2,3.5505502 +339.45514,335.55212,-0.08946267,405.238,2290000.0,5651.0,143125.0,,706560.0,0.00022,0.2,3.5505502 +339.69345,335.7262,-0.08904158,401.81693,2300000.0,5724.0,143750.0,,716800.0,0.00022,0.2,3.5672934 +339.91162,335.90247,-0.08904158,403.42297,2310000.0,5726.0,144375.0,,716800.0,0.00022,0.2,3.5672934 +339.91162,336.0675,-0.08904158,404.95724,2320000.0,5729.0,145000.0,,716800.0,0.00022,0.2,3.5672934 +340.15152,336.2206,-0.08950913,401.58566,2330000.0,5802.0,145625.0,,727040.0,0.00022,0.2,3.58525 +340.5529,336.3778,-0.08950913,403.10077,2340000.0,5805.0,146250.0,,727040.0,0.00022,0.2,3.58525 +340.5529,336.52264,-0.08950913,404.61432,2350000.0,5808.0,146875.0,,727040.0,0.00022,0.2,3.58525 +340.69244,336.66885,-0.09077385,401.4288,2360000.0,5879.0,147500.0,,737280.0,0.00022,0.2,3.6113734 +340.69244,336.80273,-0.09077385,402.85568,2370000.0,5883.0,148125.0,,737280.0,0.00022,0.2,3.6113734 +341.36792,336.93573,-0.09077385,404.2806,2380000.0,5887.0,148750.0,,737280.0,0.00022,0.2,3.6113734 +341.89618,337.07404,-0.09077385,405.7036,2390000.0,5891.0,149375.0,,737280.0,0.00022,0.2,3.6113734 +341.89618,337.2105,-0.089660466,402.617,2400000.0,5961.0,150000.0,,747520.0,0.00022,0.2,3.6543312 +341.89667,337.347,-0.089660466,404.09122,2410000.0,5964.0,150625.0,,747520.0,0.00022,0.2,3.6543312 +341.6092,337.48062,-0.089660466,405.49597,2420000.0,5968.0,151250.0,,747520.0,0.00022,0.2,3.6543312 +341.6092,337.6108,-0.091925286,402.3845,2430000.0,6039.0,151875.0,,757760.0,0.00022,0.2,3.68474 +341.60376,337.74094,-0.091925286,403.83978,2440000.0,6042.0,152500.0,,757760.0,0.00022,0.2,3.68474 +341.60376,337.8712,-0.091925286,405.2266,2450000.0,6046.0,153125.0,,757760.0,0.00022,0.2,3.68474 +341.74854,338.00378,-0.092528276,402.22366,2460000.0,6116.0,153750.0,,768000.0,0.00022,0.2,3.7111855 +341.452,338.13342,-0.092528276,403.59476,2470000.0,6120.0,154375.0,,768000.0,0.00022,0.2,3.7111855 +341.452,338.262,-0.092528276,404.96408,2480000.0,6124.0,155000.0,,768000.0,0.00022,0.2,3.7111855 +341.7868,338.38727,-0.092528276,406.39792,2490000.0,6127.0,155625.0,,768000.0,0.00022,0.2,3.7111855 +341.63177,338.51105,-0.09335711,403.4861,2500000.0,6196.0,156250.0,,778240.0,0.00022,0.2,3.7194831 +341.63177,338.62854,-0.09335711,404.8387,2510000.0,6200.0,156875.0,,778240.0,0.00022,0.2,3.7194831 +341.6571,338.74634,-0.09335711,406.25504,2520000.0,6203.0,157500.0,,778240.0,0.00022,0.2,3.7194831 +341.6571,338.85785,-0.093675815,403.18726,2530000.0,6275.0,158125.0,,788480.0,0.00022,0.2,3.7554507 +341.70956,338.96204,-0.093675815,404.523,2540000.0,6279.0,158750.0,,788480.0,0.00022,0.2,3.7554507 +341.5913,339.065,-0.093675815,405.8571,2550000.0,6283.0,159375.0,,788480.0,0.00022,0.2,3.7554507 +341.5913,339.1645,-0.094631195,402.83243,2560000.0,6355.0,160000.0,,798720.0,0.00022,0.2,3.797382 +341.89163,339.26077,-0.094631195,404.1516,2570000.0,6359.0,160625.0,,798720.0,0.00022,0.2,3.797382 +341.64594,339.35464,-0.094631195,405.4054,2580000.0,6364.0,161250.0,,798720.0,0.00022,0.2,3.797382 +341.64594,339.44656,-0.09601204,402.42386,2590000.0,6436.0,161875.0,,808960.0,0.00022,0.2,3.807828 +341.84634,339.5405,-0.09601204,403.7267,2600000.0,6440.0,162500.0,,808960.0,0.00022,0.2,3.807828 +341.84634,339.6281,-0.09601204,405.0908,2610000.0,6443.0,163125.0,,808960.0,0.00022,0.2,3.807828 +342.06003,339.7172,-0.09601204,406.39056,2620000.0,6447.0,163750.0,,808960.0,0.00022,0.2,3.807828 +342.13147,339.80695,-0.09540316,403.4361,2630000.0,6519.0,164375.0,,819200.0,0.00022,0.2,3.8239417 +342.13147,339.89288,-0.09540316,404.7838,2640000.0,6522.0,165000.0,,819200.0,0.00022,0.2,3.8239417 +342.0882,339.9716,-0.09540316,406.06802,2650000.0,6526.0,165625.0,,819200.0,0.00022,0.2,3.8239417 +342.02264,340.04968,-0.095570765,403.15247,2660000.0,6598.0,166250.0,,829440.0,0.00022,0.2,3.8675568 +342.02264,340.1226,-0.095570765,404.48416,2670000.0,6601.0,166875.0,,829440.0,0.00022,0.2,3.8675568 +342.33572,340.19864,-0.095570765,405.7532,2680000.0,6605.0,167500.0,,829440.0,0.00022,0.2,3.8675568 +342.33572,340.26697,-0.09780286,402.87555,2690000.0,6677.0,168125.0,,839680.0,0.00022,0.2,3.8987708 +342.07126,340.3269,-0.09780286,404.1311,2700000.0,6681.0,168750.0,,839680.0,0.00022,0.2,3.8987708 +341.7428,340.3836,-0.09780286,405.44583,2710000.0,6684.0,169375.0,,839680.0,0.00022,0.2,3.8987708 +341.7428,340.43286,-0.0974013,402.6051,2720000.0,6756.0,170000.0,,849920.0,0.00022,0.2,3.9351768 +341.77072,340.47653,-0.0974013,403.9059,2730000.0,6759.0,170625.0,,849920.0,0.00022,0.2,3.9351768 +341.79553,340.52048,-0.0974013,405.14566,2740000.0,6763.0,171250.0,,849920.0,0.00022,0.2,3.9351768 +341.79553,340.56024,-0.0974013,406.3839,2750000.0,6767.0,171875.0,,849920.0,0.00022,0.2,3.9351768 +341.75958,340.59964,-0.098560914,403.6268,2760000.0,6838.0,172500.0,,860160.0,0.00022,0.2,3.9750764 +341.75958,340.6382,-0.098560914,404.8524,2770000.0,6842.0,173125.0,,860160.0,0.00022,0.2,3.9750764 +341.92136,340.67636,-0.098560914,406.07654,2780000.0,6846.0,173750.0,,860160.0,0.00022,0.2,3.9750764 +342.01453,340.71542,-0.10044443,403.1792,2790000.0,6920.0,174375.0,,870400.0,0.00022,0.2,3.992884 +342.01453,340.75497,-0.10044443,404.39053,2800000.0,6924.0,175000.0,,870400.0,0.00022,0.2,3.992884 +342.05383,340.79272,-0.10044443,405.60046,2810000.0,6928.0,175625.0,,870400.0,0.00022,0.2,3.992884 +342.2519,340.8324,-0.100342564,402.7996,2820000.0,7001.0,176250.0,,880640.0,0.00022,0.2,4.0243907 +342.2519,340.87183,-0.100342564,403.99713,2830000.0,7005.0,176875.0,,880640.0,0.00022,0.2,4.0243907 +341.8155,340.90695,-0.100342564,405.19333,2840000.0,7009.0,177500.0,,880640.0,0.00022,0.2,4.0243907 +341.8155,340.94363,-0.100342564,406.3302,2850000.0,7014.0,178125.0,,880640.0,0.00022,0.2,4.0243907 +341.52878,340.97507,-0.10097229,403.61276,2860000.0,7086.0,178750.0,,890880.0,0.00022,0.2,4.056368 +341.31238,341.00436,-0.10097229,404.7955,2870000.0,7090.0,179375.0,,890880.0,0.00022,0.2,4.056368 +341.31238,341.03058,-0.10097229,405.97687,2880000.0,7094.0,180000.0,,890880.0,0.00022,0.2,4.056368 +340.92004,341.04993,-0.10162272,403.18082,2890000.0,7168.0,180625.0,,901120.0,0.00022,0.2,4.101076 +340.67847,341.06683,-0.10162272,404.35025,2900000.0,7172.0,181250.0,,901120.0,0.00022,0.2,4.101076 +340.67847,341.08353,-0.10162272,405.5184,2910000.0,7176.0,181875.0,,901120.0,0.00022,0.2,4.101076 +340.27106,341.0961,-0.10368003,402.7586,2920000.0,7250.0,182500.0,,911360.0,0.00022,0.2,4.1549025 +340.27106,341.1087,-0.10368003,403.97076,2930000.0,7253.0,183125.0,,911360.0,0.00022,0.2,4.1549025 +340.19006,341.11398,-0.10368003,405.1261,2940000.0,7257.0,183750.0,,911360.0,0.00022,0.2,4.1549025 +340.0105,341.1175,-0.104195215,402.5106,2950000.0,7329.0,184375.0,,921600.0,0.00022,0.2,4.170051 +340.0105,341.118,-0.104195215,403.65472,2960000.0,7333.0,185000.0,,921600.0,0.00022,0.2,4.170051 +339.73416,341.11325,-0.104195215,404.85278,2970000.0,7336.0,185625.0,,921600.0,0.00022,0.2,4.170051 +339.7577,341.10867,-0.104195215,405.99454,2980000.0,7340.0,186250.0,,921600.0,0.00022,0.2,4.170051 +339.7577,341.09894,-0.10497433,403.29108,2990000.0,7414.0,186875.0,,931840.0,0.00022,0.2,4.194995 +339.5125,341.08676,-0.10497433,404.4762,3000000.0,7417.0,187500.0,,931840.0,0.00022,0.2,4.194995 +339.5125,341.0714,-0.10497433,405.66037,3010000.0,7420.0,188125.0,,931840.0,0.00022,0.2,4.194995 +339.48788,341.0522,-0.10533084,402.9353,3020000.0,7495.0,188750.0,,942080.0,0.00022,0.2,4.213824 +339.53833,341.03348,-0.10533084,404.05386,3030000.0,7499.0,189375.0,,942080.0,0.00022,0.2,4.213824 +339.53833,341.0135,-0.10533084,405.22528,3040000.0,7502.0,190000.0,,942080.0,0.00022,0.2,4.213824 +339.64532,340.99454,-0.106759205,402.69342,3050000.0,7574.0,190625.0,,952320.0,0.00022,0.2,4.2274203 +339.79385,340.97922,-0.106759205,403.80048,3060000.0,7578.0,191250.0,,952320.0,0.00022,0.2,4.2274203 +339.79385,340.9626,-0.106759205,404.95978,3070000.0,7581.0,191875.0,,952320.0,0.00022,0.2,4.2274203 +339.87738,340.9468,-0.106759205,406.11813,3080000.0,7584.0,192500.0,,952320.0,0.00022,0.2,4.2274203 +339.87738,340.93134,-0.1071124,403.5523,3090000.0,7657.0,193125.0,,962560.0,0.00022,0.2,4.25086 +340.22174,340.92062,-0.1071124,404.69974,3100000.0,7660.0,193750.0,,962560.0,0.00022,0.2,4.25086 +340.53677,340.913,-0.1071124,405.84628,3110000.0,7663.0,194375.0,,962560.0,0.00022,0.2,4.25086 +340.53677,340.90665,-0.10698058,403.25708,3120000.0,7737.0,195000.0,,972800.0,0.00022,0.2,4.2704554 +340.7784,340.9027,-0.10698058,404.39276,3130000.0,7740.0,195625.0,,972800.0,0.00022,0.2,4.2704554 +340.82193,340.90405,-0.10698058,405.5276,3140000.0,7743.0,196250.0,,972800.0,0.00022,0.2,4.2704554 +340.82193,340.90704,-0.108292475,402.9679,3150000.0,7817.0,196875.0,,983040.0,0.00022,0.2,4.28429 +341.0011,340.9118,-0.108292475,404.09207,3160000.0,7820.0,197500.0,,983040.0,0.00022,0.2,4.28429 +341.0011,340.91962,-0.108292475,405.1636,3170000.0,7824.0,198125.0,,983040.0,0.00022,0.2,4.28429 +340.9456,340.9322,-0.1075364,402.68457,3180000.0,7897.0,198750.0,,993280.0,0.00022,0.2,4.32955 +340.68488,340.94214,-0.1075364,403.74637,3190000.0,7901.0,199375.0,,993280.0,0.00022,0.2,4.32955 +340.68488,340.9565,-0.1075364,404.8071,3200000.0,7905.0,200000.0,,993280.0,0.00022,0.2,4.32955 +340.31784,340.96722,-0.1075364,405.91806,3210000.0,7908.0,200625.0,,993280.0,0.00022,0.2,4.32955 +339.95547,340.97394,-0.10904306,403.45822,3220000.0,7981.0,201250.0,,1003520.0,0.00022,0.2,4.35919 +339.95547,340.98102,-0.10904306,404.5591,3230000.0,7984.0,201875.0,,1003520.0,0.00022,0.2,4.35919 +339.6211,340.98474,-0.10904306,405.6084,3240000.0,7988.0,202500.0,,1003520.0,0.00022,0.2,4.35919 +339.6211,340.9862,-0.10979339,403.17578,3250000.0,8061.0,203125.0,,1013760.0,0.00022,0.2,4.3795805 +339.35565,340.98447,-0.10979339,404.26587,3260000.0,8064.0,203750.0,,1013760.0,0.00022,0.2,4.3795805 +339.07333,340.9799,-0.10979339,405.3049,3270000.0,8068.0,204375.0,,1013760.0,0.00022,0.2,4.3795805 +339.07333,340.97604,-0.11201586,402.84943,3280000.0,8142.0,205000.0,,1024000.0,0.00022,0.2,4.38986 +339.0928,340.97247,-0.11201586,403.8792,3290000.0,8146.0,205625.0,,1024000.0,0.00022,0.2,4.38986 +339.25677,340.96814,-0.11201586,404.908,3300000.0,8150.0,206250.0,,1024000.0,0.00022,0.2,4.38986 +339.25677,340.96155,-0.11050328,402.52948,3310000.0,8223.0,206875.0,,1034240.0,0.00022,0.2,4.4032063 +339.41403,340.95657,-0.11050328,403.5493,3320000.0,8227.0,207500.0,,1034240.0,0.00022,0.2,4.4032063 +339.41403,340.9492,-0.11050328,404.56808,3330000.0,8231.0,208125.0,,1034240.0,0.00022,0.2,4.4032063 +339.61453,340.93976,-0.11050328,405.5859,3340000.0,8235.0,208750.0,,1034240.0,0.00022,0.2,4.4032063 +339.3934,340.9282,-0.11065266,403.27435,3350000.0,8307.0,209375.0,,1044480.0,0.00022,0.2,4.422806 +339.3934,340.9152,-0.11065266,404.28348,3360000.0,8311.0,210000.0,,1044480.0,0.00022,0.2,4.422806 +339.5263,340.90356,-0.11065266,405.29166,3370000.0,8315.0,210625.0,,1044480.0,0.00022,0.2,4.422806 +339.28888,340.88278,-0.11206537,402.9566,3380000.0,8388.0,211250.0,,1054720.0,0.00022,0.2,4.4515715 +339.28888,340.8567,-0.11206537,404.0043,3390000.0,8391.0,211875.0,,1054720.0,0.00022,0.2,4.4515715 +339.27615,340.8305,-0.11206537,405.003,3400000.0,8395.0,212500.0,,1054720.0,0.00022,0.2,4.4515715 +339.27615,340.8043,-0.111607134,402.64493,3410000.0,8469.0,213125.0,,1064960.0,0.00022,0.2,4.4741206 +339.13547,340.77957,-0.111607134,403.6827,3420000.0,8472.0,213750.0,,1064960.0,0.00022,0.2,4.4741206 +338.91104,340.75256,-0.111607134,404.67203,3430000.0,8476.0,214375.0,,1064960.0,0.00022,0.2,4.4741206 +338.91104,340.72562,-0.111607134,405.70822,3440000.0,8479.0,215000.0,,1064960.0,0.00022,0.2,4.4741206 +338.93634,340.69894,-0.11217846,403.36725,3450000.0,8553.0,215625.0,,1075200.0,0.00022,0.2,4.499353 +339.02197,340.6717,-0.11217846,404.34732,3460000.0,8557.0,216250.0,,1075200.0,0.00022,0.2,4.499353 +339.02197,340.64743,-0.11217846,405.32648,3470000.0,8561.0,216875.0,,1075200.0,0.00022,0.2,4.499353 +339.2307,340.62518,-0.11412149,403.10437,3480000.0,8633.0,217500.0,,1085440.0,0.00022,0.2,4.5089083 +339.2307,340.5996,-0.11412149,404.0755,3490000.0,8637.0,218125.0,,1085440.0,0.00022,0.2,4.5089083 +339.24185,340.5757,-0.11412149,405.04572,3500000.0,8641.0,218750.0,,1085440.0,0.00022,0.2,4.5089083 +339.35977,340.553,-0.11279555,402.75388,3510000.0,8715.0,219375.0,,1095680.0,0.00022,0.2,4.5486135 +339.35977,340.53,-0.11279555,403.71603,3520000.0,8719.0,220000.0,,1095680.0,0.00022,0.2,4.5486135 +339.31006,340.50653,-0.11279555,404.67728,3530000.0,8723.0,220625.0,,1095680.0,0.00022,0.2,4.5486135 +339.61243,340.4856,-0.11492827,402.50143,3540000.0,8795.0,221250.0,,1105920.0,0.00022,0.2,4.5906706 +339.61243,340.4658,-0.11492827,403.45493,3550000.0,8799.0,221875.0,,1105920.0,0.00022,0.2,4.5906706 +339.6419,340.4463,-0.11492827,404.4076,3560000.0,8803.0,222500.0,,1105920.0,0.00022,0.2,4.5906706 +339.6419,340.4238,-0.11492827,405.35938,3570000.0,8807.0,223125.0,,1105920.0,0.00022,0.2,4.5906706 +339.78217,340.40512,-0.11536186,403.19855,3580000.0,8879.0,223750.0,,1116160.0,0.00022,0.2,4.631539 +339.1628,340.3803,-0.11536186,404.14273,3590000.0,8883.0,224375.0,,1116160.0,0.00022,0.2,4.631539 +339.1628,340.35352,-0.11536186,405.13165,3600000.0,8886.0,225000.0,,1116160.0,0.00022,0.2,4.631539 +338.72943,340.32236,-0.11669312,402.9018,3610000.0,8960.0,225625.0,,1126400.0,0.00022,0.2,4.6584167 +338.79657,340.28973,-0.11669312,403.8376,3620000.0,8964.0,226250.0,,1126400.0,0.00022,0.2,4.6584167 +338.79657,340.25638,-0.11669312,404.81766,3630000.0,8967.0,226875.0,,1126400.0,0.00022,0.2,4.6584167 +338.73743,340.2224,-0.11784249,402.5658,3640000.0,9042.0,227500.0,,1136640.0,0.00022,0.2,4.692445 +338.73743,340.1889,-0.11784249,403.53787,3650000.0,9045.0,228125.0,,1136640.0,0.00022,0.2,4.692445 +338.54517,340.15414,-0.11784249,404.46457,3660000.0,9049.0,228750.0,,1136640.0,0.00022,0.2,4.692445 +338.28247,340.11673,-0.11784249,405.43527,3670000.0,9052.0,229375.0,,1136640.0,0.00022,0.2,4.692445 +338.28247,340.07617,-0.11844277,403.1993,3680000.0,9127.0,230000.0,,1146880.0,0.00022,0.2,4.709857 +338.54044,340.0382,-0.11844277,404.11783,3690000.0,9131.0,230625.0,,1146880.0,0.00022,0.2,4.709857 +338.6578,340.00406,-0.11844277,405.07993,3700000.0,9134.0,231250.0,,1146880.0,0.00022,0.2,4.709857 +338.6578,339.9732,-0.118696,402.86676,3710000.0,9209.0,231875.0,,1157120.0,0.00022,0.2,4.739188 +338.4619,339.9404,-0.118696,403.8211,3720000.0,9212.0,232500.0,,1157120.0,0.00022,0.2,4.739188 +338.4619,339.90732,-0.118696,404.7748,3730000.0,9215.0,233125.0,,1157120.0,0.00022,0.2,4.739188 +338.0614,339.87,-0.119353734,402.58344,3740000.0,9290.0,233750.0,,1167360.0,0.00022,0.2,4.7762213 +337.7841,339.82993,-0.119353734,403.4861,3750000.0,9294.0,234375.0,,1167360.0,0.00022,0.2,4.7762213 +337.7841,339.7902,-0.119353734,404.43155,3760000.0,9297.0,235000.0,,1167360.0,0.00022,0.2,4.7762213 +337.2479,339.74503,-0.120381795,402.305,3770000.0,9371.0,235625.0,,1177600.0,0.00022,0.2,4.8050613 +336.85165,339.69434,-0.120381795,403.243,3780000.0,9374.0,236250.0,,1177600.0,0.00022,0.2,4.8050613 +336.85165,339.6427,-0.120381795,404.13733,3790000.0,9378.0,236875.0,,1177600.0,0.00022,0.2,4.8050613 +336.4436,339.587,-0.120381795,405.0741,3800000.0,9381.0,237500.0,,1177600.0,0.00022,0.2,4.8050613 +336.4436,339.53094,-0.12215586,402.9614,3810000.0,9455.0,238125.0,,1187840.0,0.00022,0.2,4.810983 +336.34344,339.47186,-0.12215586,403.8909,3820000.0,9458.0,238750.0,,1187840.0,0.00022,0.2,4.810983 +336.26825,339.41202,-0.12215586,404.777,3830000.0,9462.0,239375.0,,1187840.0,0.00022,0.2,4.810983 +336.26825,339.35654,-0.12145144,402.68457,3840000.0,9536.0,240000.0,,1198080.0,0.00022,0.2,4.8309546 +336.26447,339.30103,-0.12145144,403.56393,3850000.0,9540.0,240625.0,,1198080.0,0.00022,0.2,4.8309546 +336.07288,339.2465,-0.12145144,404.48495,3860000.0,9543.0,241250.0,,1198080.0,0.00022,0.2,4.8309546 +336.07288,339.1941,-0.12156814,402.45425,3870000.0,9616.0,241875.0,,1208320.0,0.00022,0.2,4.846843 +336.13632,339.1423,-0.12156814,403.32642,3880000.0,9620.0,242500.0,,1208320.0,0.00022,0.2,4.846843 +336.13632,339.09445,-0.12156814,404.28186,3890000.0,9622.0,243125.0,,1208320.0,0.00022,0.2,4.846843 +336.0193,339.04785,-0.122799575,402.22772,3900000.0,9696.0,243750.0,,1218560.0,0.00022,0.2,4.848417 +335.88406,338.99988,-0.122799575,403.13434,3910000.0,9699.0,244375.0,,1218560.0,0.00022,0.2,4.848417 +335.88406,338.95602,-0.122799575,404.0404,3920000.0,9702.0,245000.0,,1218560.0,0.00022,0.2,4.848417 +335.79245,338.91122,-0.122799575,404.90417,3930000.0,9706.0,245625.0,,1218560.0,0.00022,0.2,4.848417 +335.57492,338.86508,-0.12322166,402.90417,3940000.0,9779.0,246250.0,,1228800.0,0.00022,0.2,4.849051 +335.57492,338.8207,-0.12322166,403.76163,3950000.0,9783.0,246875.0,,1228800.0,0.00022,0.2,4.849051 +335.3301,338.77396,-0.12322166,404.65973,3960000.0,9786.0,247500.0,,1228800.0,0.00022,0.2,4.849051 +335.3301,338.72992,-0.12239521,402.67776,3970000.0,9859.0,248125.0,,1239040.0,0.00022,0.2,4.852316 +335.06592,338.683,-0.12239521,403.56924,3980000.0,9862.0,248750.0,,1239040.0,0.00022,0.2,4.852316 +334.93243,338.63477,-0.12239521,404.4602,3990000.0,9865.0,249375.0,,1239040.0,0.00022,0.2,4.852316 +334.93243,338.58896,-0.12242603,402.4145,4000000.0,9940.0,250000.0,,1249280.0,0.00022,0.2,4.8706512 diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_eval.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..2c238209b26468d394d61d1df6b46792fa6ee49c --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_eval.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 338.5889587402344, + "strength": 284.01947021484375, + "max_strength": 343.4830322265625, + "final_strength": 336.0797424316406, + "sample_efficiency": 6.079130798752885e-07, + "training_efficiency": 1.992801571759628e-06, + "stability": 0.999782919883728 + }, + "local": { + "mean_returns": [ + NaN, + -0.7098650336265564, + -0.7098650336265564, + 1.4215441942214966, + 4.418219566345215, + 4.418219566345215, + 5.382528305053711, + 5.382528305053711, + 12.331089973449707, + 18.70879364013672, + 18.70879364013672, + 28.163564682006836, + 40.765899658203125, + 40.765899658203125, + 52.946136474609375, + 52.946136474609375, + 64.34185791015625, + 70.11705017089844, + 70.11705017089844, + 73.16647338867188, + 74.1817398071289, + 74.1817398071289, + 73.26847076416016, + 73.26847076416016, + 70.6121826171875, + 68.25863647460938, + 68.25863647460938, + 66.5626449584961, + 66.25214385986328, + 66.25214385986328, + 65.31083679199219, + 65.31083679199219, + 65.70396423339844, + 66.07797241210938, + 66.07797241210938, + 67.11466217041016, + 67.87484741210938, + 67.87484741210938, + 68.66364288330078, + 68.66364288330078, + 69.88604736328125, + 71.60331726074219, + 71.60331726074219, + 73.02827453613281, + 74.5853042602539, + 74.5853042602539, + 76.16014862060547, + 76.16014862060547, + 79.21295166015625, + 82.34442138671875, + 82.34442138671875, + 84.70170593261719, + 88.46685028076172, + 88.46685028076172, + 92.471923828125, + 92.471923828125, + 96.80071258544922, + 103.18641662597656, + 103.18641662597656, + 108.26520538330078, + 113.54032135009766, + 113.54032135009766, + 115.6317367553711, + 115.6317367553711, + 124.6404800415039, + 132.7427978515625, + 132.7427978515625, + 141.8968963623047, + 152.830322265625, + 152.830322265625, + 166.6092529296875, + 166.6092529296875, + 181.45559692382812, + 194.42007446289062, + 194.42007446289062, + 205.51768493652344, + 217.65341186523438, + 217.65341186523438, + 225.33837890625, + 225.33837890625, + 234.5493621826172, + 241.8513946533203, + 241.8513946533203, + 248.7880096435547, + 254.63003540039062, + 254.63003540039062, + 259.8890380859375, + 259.8890380859375, + 265.9961242675781, + 270.465087890625, + 270.465087890625, + 275.1269836425781, + 278.7137756347656, + 278.7137756347656, + 281.4293518066406, + 281.4293518066406, + 284.5260009765625, + 287.5584716796875, + 287.5584716796875, + 290.66302490234375, + 293.8425598144531, + 293.8425598144531, + 296.86920166015625, + 296.86920166015625, + 300.2402648925781, + 302.9674072265625, + 302.9674072265625, + 305.0524597167969, + 306.12628173828125, + 306.12628173828125, + 307.77239990234375, + 307.77239990234375, + 308.09649658203125, + 309.1073303222656, + 309.1073303222656, + 309.60009765625, + 310.9682922363281, + 310.9682922363281, + 312.08367919921875, + 312.08367919921875, + 313.1270751953125, + 314.64703369140625, + 314.64703369140625, + 315.8571472167969, + 317.4275207519531, + 317.4275207519531, + 319.0516662597656, + 319.0516662597656, + 320.36529541015625, + 322.28240966796875, + 322.28240966796875, + 323.403076171875, + 324.8409729003906, + 324.8409729003906, + 326.0687255859375, + 326.0687255859375, + 327.3021240234375, + 328.06787109375, + 328.06787109375, + 328.2460632324219, + 328.2482604980469, + 328.2482604980469, + 328.5909423828125, + 328.5909423828125, + 328.5828857421875, + 328.48828125, + 328.48828125, + 328.59674072265625, + 329.25335693359375, + 329.25335693359375, + 329.8808288574219, + 329.8808288574219, + 330.5023193359375, + 331.29254150390625, + 331.29254150390625, + 331.64398193359375, + 332.25946044921875, + 332.25946044921875, + 332.45513916015625, + 332.45513916015625, + 333.0864562988281, + 333.15472412109375, + 333.15472412109375, + 333.53778076171875, + 334.21734619140625, + 334.21734619140625, + 334.7316589355469, + 334.7316589355469, + 335.4998474121094, + 336.073486328125, + 336.073486328125, + 336.818359375, + 337.4019775390625, + 337.4019775390625, + 337.8197021484375, + 337.8197021484375, + 337.900390625, + 338.10699462890625, + 338.10699462890625, + 338.0628662109375, + 338.2812194824219, + 338.2812194824219, + 338.3047180175781, + 338.3047180175781, + 338.1488342285156, + 338.38409423828125, + 338.38409423828125, + 338.689697265625, + 338.98822021484375, + 338.98822021484375, + 339.0125427246094, + 339.0125427246094, + 339.00543212890625, + 339.66253662109375, + 339.66253662109375, + 339.9595947265625, + 340.2132568359375, + 340.2132568359375, + 340.7290344238281, + 340.7290344238281, + 341.0474548339844, + 341.4096984863281, + 341.4096984863281, + 341.54022216796875, + 341.54022216796875, + 341.32257080078125, + 341.4568176269531, + 341.4568176269531, + 341.42510986328125, + 341.29510498046875, + 341.29510498046875, + 341.1709899902344, + 341.1709899902344, + 340.683349609375, + 340.5250244140625, + 340.5250244140625, + 340.2210388183594, + 339.6890563964844, + 339.6890563964844, + 339.2460021972656, + 339.2460021972656, + 339.28826904296875, + 339.250732421875, + 339.250732421875, + 339.47357177734375, + 339.5296630859375, + 339.5296630859375, + 339.45513916015625, + 339.45513916015625, + 339.6934509277344, + 339.91162109375, + 339.91162109375, + 340.1515197753906, + 340.5528869628906, + 340.5528869628906, + 340.69244384765625, + 340.69244384765625, + 341.367919921875, + 341.89617919921875, + 341.89617919921875, + 341.89666748046875, + 341.60919189453125, + 341.60919189453125, + 341.603759765625, + 341.603759765625, + 341.74853515625, + 341.4519958496094, + 341.4519958496094, + 341.78680419921875, + 341.63177490234375, + 341.63177490234375, + 341.6571044921875, + 341.6571044921875, + 341.7095642089844, + 341.59130859375, + 341.59130859375, + 341.8916320800781, + 341.64593505859375, + 341.64593505859375, + 341.8463439941406, + 341.8463439941406, + 342.0600280761719, + 342.1314697265625, + 342.1314697265625, + 342.08819580078125, + 342.02264404296875, + 342.02264404296875, + 342.3357238769531, + 342.3357238769531, + 342.0712585449219, + 341.7427978515625, + 341.7427978515625, + 341.7707214355469, + 341.7955322265625, + 341.7955322265625, + 341.75958251953125, + 341.75958251953125, + 341.9213562011719, + 342.0145263671875, + 342.0145263671875, + 342.0538330078125, + 342.25189208984375, + 342.25189208984375, + 341.81549072265625, + 341.81549072265625, + 341.5287780761719, + 341.3123779296875, + 341.3123779296875, + 340.9200439453125, + 340.678466796875, + 340.678466796875, + 340.27105712890625, + 340.27105712890625, + 340.1900634765625, + 340.010498046875, + 340.010498046875, + 339.7341613769531, + 339.7576904296875, + 339.7576904296875, + 339.51251220703125, + 339.51251220703125, + 339.4878845214844, + 339.538330078125, + 339.538330078125, + 339.64532470703125, + 339.7938537597656, + 339.7938537597656, + 339.87738037109375, + 339.87738037109375, + 340.22174072265625, + 340.5367736816406, + 340.5367736816406, + 340.7784118652344, + 340.8219299316406, + 340.8219299316406, + 341.0010986328125, + 341.0010986328125, + 340.9455871582031, + 340.68487548828125, + 340.68487548828125, + 340.3178405761719, + 339.9554748535156, + 339.9554748535156, + 339.62109375, + 339.62109375, + 339.35565185546875, + 339.0733337402344, + 339.0733337402344, + 339.0928039550781, + 339.25677490234375, + 339.25677490234375, + 339.4140319824219, + 339.4140319824219, + 339.6145324707031, + 339.3934020996094, + 339.3934020996094, + 339.52630615234375, + 339.28887939453125, + 339.28887939453125, + 339.2761535644531, + 339.2761535644531, + 339.1354675292969, + 338.9110412597656, + 338.9110412597656, + 338.93634033203125, + 339.02197265625, + 339.02197265625, + 339.230712890625, + 339.230712890625, + 339.2418518066406, + 339.3597717285156, + 339.3597717285156, + 339.31005859375, + 339.6124267578125, + 339.6124267578125, + 339.64190673828125, + 339.64190673828125, + 339.78216552734375, + 339.1628112792969, + 339.1628112792969, + 338.72943115234375, + 338.79656982421875, + 338.79656982421875, + 338.7374267578125, + 338.7374267578125, + 338.545166015625, + 338.282470703125, + 338.282470703125, + 338.5404357910156, + 338.6578063964844, + 338.6578063964844, + 338.4619140625, + 338.4619140625, + 338.0614013671875, + 337.7840881347656, + 337.7840881347656, + 337.2478942871094, + 336.8516540527344, + 336.8516540527344, + 336.443603515625, + 336.443603515625, + 336.34344482421875, + 336.26824951171875, + 336.26824951171875, + 336.26446533203125, + 336.0728759765625, + 336.0728759765625, + 336.1363220214844, + 336.1363220214844, + 336.019287109375, + 335.8840637207031, + 335.8840637207031, + 335.7924499511719, + 335.5749206542969, + 335.5749206542969, + 335.3301086425781, + 335.3301086425781, + 335.06591796875, + 334.93243408203125, + 334.93243408203125 + ], + "strengths": [ + NaN, + 0.43745750188827515, + 0.43745750188827515, + 2.568866729736328, + 5.565542221069336, + 5.565542221069336, + 6.529850959777832, + 6.529850959777832, + 13.478412628173828, + 19.856115341186523, + 19.856115341186523, + 29.31088638305664, + 41.91322326660156, + 41.91322326660156, + 54.09346008300781, + 54.09346008300781, + 65.48918151855469, + 71.26437377929688, + 71.26437377929688, + 74.31379699707031, + 75.32906341552734, + 75.32906341552734, + 74.4157943725586, + 74.4157943725586, + 71.75950622558594, + 69.40596008300781, + 69.40596008300781, + 67.70996856689453, + 67.39946746826172, + 67.39946746826172, + 66.45816040039062, + 66.45816040039062, + 66.85128784179688, + 67.22529602050781, + 67.22529602050781, + 68.2619857788086, + 69.02217102050781, + 69.02217102050781, + 69.81096649169922, + 69.81096649169922, + 71.03337097167969, + 72.75064086914062, + 72.75064086914062, + 74.17559814453125, + 75.73262786865234, + 75.73262786865234, + 77.3074722290039, + 77.3074722290039, + 80.36027526855469, + 83.49174499511719, + 83.49174499511719, + 85.84902954101562, + 89.61417388916016, + 89.61417388916016, + 93.61924743652344, + 93.61924743652344, + 97.94803619384766, + 104.333740234375, + 104.333740234375, + 109.41252899169922, + 114.6876449584961, + 114.6876449584961, + 116.77906036376953, + 116.77906036376953, + 125.78780364990234, + 133.89012145996094, + 133.89012145996094, + 143.04421997070312, + 153.97764587402344, + 153.97764587402344, + 167.75657653808594, + 167.75657653808594, + 182.60292053222656, + 195.56739807128906, + 195.56739807128906, + 206.66500854492188, + 218.8007354736328, + 218.8007354736328, + 226.48570251464844, + 226.48570251464844, + 235.69668579101562, + 242.99871826171875, + 242.99871826171875, + 249.93533325195312, + 255.77735900878906, + 255.77735900878906, + 261.0363464355469, + 261.0363464355469, + 267.1434326171875, + 271.6123962402344, + 271.6123962402344, + 276.2742919921875, + 279.861083984375, + 279.861083984375, + 282.57666015625, + 282.57666015625, + 285.6733093261719, + 288.7057800292969, + 288.7057800292969, + 291.8103332519531, + 294.9898681640625, + 294.9898681640625, + 298.0165100097656, + 298.0165100097656, + 301.3875732421875, + 304.1147155761719, + 304.1147155761719, + 306.19976806640625, + 307.2735900878906, + 307.2735900878906, + 308.9197082519531, + 308.9197082519531, + 309.2438049316406, + 310.254638671875, + 310.254638671875, + 310.7474060058594, + 312.1156005859375, + 312.1156005859375, + 313.2309875488281, + 313.2309875488281, + 314.2743835449219, + 315.7943420410156, + 315.7943420410156, + 317.00445556640625, + 318.5748291015625, + 318.5748291015625, + 320.198974609375, + 320.198974609375, + 321.5126037597656, + 323.4297180175781, + 323.4297180175781, + 324.5503845214844, + 325.98828125, + 325.98828125, + 327.2160339355469, + 327.2160339355469, + 328.4494323730469, + 329.2151794433594, + 329.2151794433594, + 329.39337158203125, + 329.39556884765625, + 329.39556884765625, + 329.7382507324219, + 329.7382507324219, + 329.7301940917969, + 329.6355895996094, + 329.6355895996094, + 329.7440490722656, + 330.4006652832031, + 330.4006652832031, + 331.02813720703125, + 331.02813720703125, + 331.6496276855469, + 332.4398498535156, + 332.4398498535156, + 332.7912902832031, + 333.4067687988281, + 333.4067687988281, + 333.6024475097656, + 333.6024475097656, + 334.2337646484375, + 334.3020324707031, + 334.3020324707031, + 334.6850891113281, + 335.3646545410156, + 335.3646545410156, + 335.87896728515625, + 335.87896728515625, + 336.64715576171875, + 337.2207946777344, + 337.2207946777344, + 337.9656677246094, + 338.5492858886719, + 338.5492858886719, + 338.9670104980469, + 338.9670104980469, + 339.0476989746094, + 339.2543029785156, + 339.2543029785156, + 339.2101745605469, + 339.42852783203125, + 339.42852783203125, + 339.4520263671875, + 339.4520263671875, + 339.296142578125, + 339.5314025878906, + 339.5314025878906, + 339.8370056152344, + 340.1355285644531, + 340.1355285644531, + 340.15985107421875, + 340.15985107421875, + 340.1527404785156, + 340.8098449707031, + 340.8098449707031, + 341.1069030761719, + 341.3605651855469, + 341.3605651855469, + 341.8763427734375, + 341.8763427734375, + 342.19476318359375, + 342.5570068359375, + 342.5570068359375, + 342.6875305175781, + 342.6875305175781, + 342.4698791503906, + 342.6041259765625, + 342.6041259765625, + 342.5724182128906, + 342.4424133300781, + 342.4424133300781, + 342.31829833984375, + 342.31829833984375, + 341.8306579589844, + 341.6723327636719, + 341.6723327636719, + 341.36834716796875, + 340.83636474609375, + 340.83636474609375, + 340.393310546875, + 340.393310546875, + 340.4355773925781, + 340.3980407714844, + 340.3980407714844, + 340.6208801269531, + 340.6769714355469, + 340.6769714355469, + 340.6024475097656, + 340.6024475097656, + 340.84075927734375, + 341.0589294433594, + 341.0589294433594, + 341.298828125, + 341.7001953125, + 341.7001953125, + 341.8397521972656, + 341.8397521972656, + 342.5152282714844, + 343.0434875488281, + 343.0434875488281, + 343.0439758300781, + 342.7565002441406, + 342.7565002441406, + 342.7510681152344, + 342.7510681152344, + 342.8958435058594, + 342.59930419921875, + 342.59930419921875, + 342.9341125488281, + 342.7790832519531, + 342.7790832519531, + 342.8044128417969, + 342.8044128417969, + 342.85687255859375, + 342.7386169433594, + 342.7386169433594, + 343.0389404296875, + 342.7932434082031, + 342.7932434082031, + 342.99365234375, + 342.99365234375, + 343.20733642578125, + 343.2787780761719, + 343.2787780761719, + 343.2355041503906, + 343.1699523925781, + 343.1699523925781, + 343.4830322265625, + 343.4830322265625, + 343.21856689453125, + 342.8901062011719, + 342.8901062011719, + 342.91802978515625, + 342.9428405761719, + 342.9428405761719, + 342.9068908691406, + 342.9068908691406, + 343.06866455078125, + 343.1618347167969, + 343.1618347167969, + 343.2011413574219, + 343.3992004394531, + 343.3992004394531, + 342.9627990722656, + 342.9627990722656, + 342.67608642578125, + 342.4596862792969, + 342.4596862792969, + 342.0673522949219, + 341.8257751464844, + 341.8257751464844, + 341.4183654785156, + 341.4183654785156, + 341.3373718261719, + 341.1578063964844, + 341.1578063964844, + 340.8814697265625, + 340.9049987792969, + 340.9049987792969, + 340.6598205566406, + 340.6598205566406, + 340.63519287109375, + 340.6856384277344, + 340.6856384277344, + 340.7926330566406, + 340.941162109375, + 340.941162109375, + 341.0246887207031, + 341.0246887207031, + 341.3690490722656, + 341.68408203125, + 341.68408203125, + 341.92572021484375, + 341.96923828125, + 341.96923828125, + 342.1484069824219, + 342.1484069824219, + 342.0928955078125, + 341.8321838378906, + 341.8321838378906, + 341.46514892578125, + 341.102783203125, + 341.102783203125, + 340.7684020996094, + 340.7684020996094, + 340.5029602050781, + 340.22064208984375, + 340.22064208984375, + 340.2401123046875, + 340.4040832519531, + 340.4040832519531, + 340.56134033203125, + 340.56134033203125, + 340.7618408203125, + 340.54071044921875, + 340.54071044921875, + 340.6736145019531, + 340.4361877441406, + 340.4361877441406, + 340.4234619140625, + 340.4234619140625, + 340.28277587890625, + 340.058349609375, + 340.058349609375, + 340.0836486816406, + 340.1692810058594, + 340.1692810058594, + 340.3780212402344, + 340.3780212402344, + 340.38916015625, + 340.507080078125, + 340.507080078125, + 340.4573669433594, + 340.7597351074219, + 340.7597351074219, + 340.7892150878906, + 340.7892150878906, + 340.9294738769531, + 340.31011962890625, + 340.31011962890625, + 339.8767395019531, + 339.9438781738281, + 339.9438781738281, + 339.8847351074219, + 339.8847351074219, + 339.6924743652344, + 339.4297790527344, + 339.4297790527344, + 339.687744140625, + 339.80511474609375, + 339.80511474609375, + 339.6092224121094, + 339.6092224121094, + 339.2087097167969, + 338.931396484375, + 338.931396484375, + 338.39520263671875, + 337.99896240234375, + 337.99896240234375, + 337.5909118652344, + 337.5909118652344, + 337.4907531738281, + 337.4155578613281, + 337.4155578613281, + 337.4117736816406, + 337.2201843261719, + 337.2201843261719, + 337.28363037109375, + 337.28363037109375, + 337.1665954589844, + 337.0313720703125, + 337.0313720703125, + 336.93975830078125, + 336.72222900390625, + 336.72222900390625, + 336.4774169921875, + 336.4774169921875, + 336.2132263183594, + 336.0797424316406, + 336.0797424316406 + ], + "sample_efficiencies": [ + NaN, + 4.999999873689376e-05, + 4.166666622040793e-05, + 2.9234275643830188e-05, + 2.3529768441221677e-05, + 2.090903217322193e-05, + 1.8859760530176573e-05, + 1.735699515847955e-05, + 1.530935514892917e-05, + 1.3580230188381393e-05, + 1.2477350537665188e-05, + 1.1374489986337721e-05, + 1.03594766187598e-05, + 9.664399840403348e-06, + 9.010685971588828e-06, + 8.516442903783172e-06, + 8.047219125728589e-06, + 7.642649507033639e-06, + 7.310262844839599e-06, + 7.016524705250049e-06, + 6.759120424248977e-06, + 6.53228835290065e-06, + 6.331488748401171e-06, + 6.149246473796666e-06, + 5.987873464619042e-06, + 5.842869995831279e-06, + 5.707222953788005e-06, + 5.582796802627854e-06, + 5.4657998589391354e-06, + 5.354989298211876e-06, + 5.251212314760778e-06, + 5.1523957154131494e-06, + 5.057618182036094e-06, + 4.966649612470064e-06, + 4.87971601614845e-06, + 4.795291260961676e-06, + 4.713622729468625e-06, + 4.635418008547276e-06, + 4.559607077680994e-06, + 4.486886609811336e-06, + 4.415865987539291e-06, + 4.346067271399079e-06, + 4.279062068235362e-06, + 4.213441570755094e-06, + 4.149097094341414e-06, + 4.087268735020189e-06, + 4.026590886496706e-06, + 3.9682272472418845e-06, + 3.909874976670835e-06, + 3.8516323002113495e-06, + 3.795676548179472e-06, + 3.7403785881906515e-06, + 3.6849501157121267e-06, + 3.631726031017024e-06, + 3.578335963538848e-06, + 3.527070930431364e-06, + 3.4755726119328756e-06, + 3.423001544433646e-06, + 3.3726425954228034e-06, + 3.3220539989997633e-06, + 3.2713264772610273e-06, + 3.2227940209850203e-06, + 3.1754702831676695e-06, + 3.1301105991587974e-06, + 3.0833150503895013e-06, + 3.03572937809804e-06, + 2.990280563608394e-06, + 2.943922254416975e-06, + 2.8964036573597696e-06, + 2.851175622708979e-06, + 2.804315954563208e-06, + 2.75978936770116e-06, + 2.713771209528204e-06, + 2.66711526819563e-06, + 2.622952479214291e-06, + 2.578761495897197e-06, + 2.5345286758238217e-06, + 2.492694420652697e-06, + 2.451693717375747e-06, + 2.412833282505744e-06, + 2.374471705479664e-06, + 2.336963007110171e-06, + 2.301351742062252e-06, + 2.2665383312414633e-06, + 2.232664883194957e-06, + 2.200421022280352e-06, + 2.169059371226467e-06, + 2.1391367681644624e-06, + 2.109889919665875e-06, + 2.0814766230614623e-06, + 2.054297738141031e-06, + 2.0278255306038773e-06, + 2.0021316231577657e-06, + 1.9774870452238247e-06, + 1.9535939372872235e-06, + 1.9306278318254044e-06, + 1.9082901872025104e-06, + 1.88655712918262e-06, + 1.8656162410479737e-06, + 1.8452049062034348e-06, + 1.8252962945553008e-06, + 1.8060727597912773e-06, + 1.7873064734885702e-06, + 1.7691598941382836e-06, + 1.7514023511466803e-06, + 1.734057264002331e-06, + 1.7172559410028043e-06, + 1.7008586610245402e-06, + 1.684899984866206e-06, + 1.6694120859028772e-06, + 1.6542910543648759e-06, + 1.6395983948314097e-06, + 1.6252977275144076e-06, + 1.6113400533868116e-06, + 1.5977540215317276e-06, + 1.5845012057980057e-06, + 1.5715312429165351e-06, + 1.5588876749461633e-06, + 1.54651263528649e-06, + 1.5344379562520771e-06, + 1.5226122513922746e-06, + 1.5110086906133802e-06, + 1.4996737718320219e-06, + 1.4885546306686592e-06, + 1.4776318266740418e-06, + 1.466950948270096e-06, + 1.4564499224434257e-06, + 1.4461747923633084e-06, + 1.4360765590026858e-06, + 1.4261311207519611e-06, + 1.416391683051188e-06, + 1.406818000759813e-06, + 1.3973960903967964e-06, + 1.388161877002858e-06, + 1.3790748880637693e-06, + 1.370164113723149e-06, + 1.361390900456172e-06, + 1.352763433715154e-06, + 1.3442971749100252e-06, + 1.3359820059122285e-06, + 1.3278172446007375e-06, + 1.3197983435020433e-06, + 1.3119125696903211e-06, + 1.3041636748312158e-06, + 1.2965475661985693e-06, + 1.289062424802978e-06, + 1.2817018841815297e-06, + 1.2744598052449874e-06, + 1.2673212950176094e-06, + 1.2602974948094925e-06, + 1.253371920029167e-06, + 1.2465551435525413e-06, + 1.2398313629091717e-06, + 1.2331953485045233e-06, + 1.226660174324934e-06, + 1.2202166317365482e-06, + 1.2138571037212387e-06, + 1.2075913673470495e-06, + 1.2014132835247437e-06, + 1.195324216496374e-06, + 1.1893106375282514e-06, + 1.183380732072692e-06, + 1.1775335906349937e-06, + 1.1717606867023278e-06, + 1.166055540124944e-06, + 1.1604278142840485e-06, + 1.1548671636774088e-06, + 1.1493807505758014e-06, + 1.1439542504376732e-06, + 1.1385897096261033e-06, + 1.1332949725328945e-06, + 1.128056851484871e-06, + 1.1228767107240856e-06, + 1.1177622809555032e-06, + 1.1127059451609966e-06, + 1.10771247818775e-06, + 1.1027794926121715e-06, + 1.0979039188896422e-06, + 1.0930873486358905e-06, + 1.0883292134167277e-06, + 1.0836246246981318e-06, + 1.078975515156344e-06, + 1.074380406862474e-06, + 1.0698385040086578e-06, + 1.065350716089597e-06, + 1.0609110177028924e-06, + 1.0565213415247854e-06, + 1.0521770263949293e-06, + 1.0478770491317846e-06, + 1.0436244792799698e-06, + 1.0394181799711077e-06, + 1.0352575827710098e-06, + 1.0311416644981364e-06, + 1.0270620123264962e-06, + 1.0230255611531902e-06, + 1.0190282182520605e-06, + 1.0150697562494315e-06, + 1.01115233519522e-06, + 1.007269474939676e-06, + 1.0034265187641722e-06, + 9.996190328820376e-07, + 9.958461077985703e-07, + 9.921110404320643e-07, + 9.884117844194407e-07, + 9.84749249255401e-07, + 9.811250265556737e-07, + 9.77534796220425e-07, + 9.739792403706815e-07, + 9.704581316327676e-07, + 9.66972038440872e-07, + 9.635189144319156e-07, + 9.600996691006003e-07, + 9.56712256083847e-07, + 9.533608817946515e-07, + 9.500419650976255e-07, + 9.467532890994335e-07, + 9.434972980670864e-07, + 9.402755836163124e-07, + 9.37082575092063e-07, + 9.339218536297267e-07, + 9.307889285992132e-07, + 9.276829473492398e-07, + 9.246041940969008e-07, + 9.215520435645885e-07, + 9.185240514852921e-07, + 9.155214115708077e-07, + 9.125441238211351e-07, + 9.095925861402065e-07, + 9.066657185030635e-07, + 9.03761133486114e-07, + 9.00878774245939e-07, + 8.980200618680101e-07, + 8.951827794589917e-07, + 8.923652785597369e-07, + 8.89570685558283e-07, + 8.867974656823208e-07, + 8.84046528426552e-07, + 8.813121326056716e-07, + 8.785953582446382e-07, + 8.75900127539353e-07, + 8.732260994293028e-07, + 8.705752634341479e-07, + 8.679449479132018e-07, + 8.653351528664643e-07, + 8.627454803900036e-07, + 8.601745093983482e-07, + 8.576253094361164e-07, + 8.550954362362972e-07, + 8.525821613147855e-07, + 8.500888952767127e-07, + 8.476141601931886e-07, + 8.45157558160281e-07, + 8.42719146021409e-07, + 8.40298241655546e-07, + 8.378958682442317e-07, + 8.355109457625076e-07, + 8.331412004736194e-07, + 8.307901566695364e-07, + 8.28455995360855e-07, + 8.261370680884284e-07, + 8.238345685640525e-07, + 8.215469051719992e-07, + 8.192748168767139e-07, + 8.170186447387096e-07, + 8.147785592882428e-07, + 8.125543331516383e-07, + 8.103453978947073e-07, + 8.08149650310952e-07, + 8.059689093897759e-07, + 8.038047099034884e-07, + 8.016572223823459e-07, + 7.995241730895941e-07, + 7.974051641213009e-07, + 7.953001386340475e-07, + 7.932090966278338e-07, + 7.911321517894976e-07, + 7.890687925282691e-07, + 7.8701793881919e-07, + 7.849799885661923e-07, + 7.829551691429515e-07, + 7.809433100192109e-07, + 7.789432174831745e-07, + 7.769559715598007e-07, + 7.749839028292627e-07, + 7.73024339650874e-07, + 7.710787599535252e-07, + 7.691466521464463e-07, + 7.672265951441659e-07, + 7.653206921531819e-07, + 7.634278631485358e-07, + 7.615466870447563e-07, + 7.596793238917599e-07, + 7.578232725791167e-07, + 7.559789878541778e-07, + 7.541468676208751e-07, + 7.523257181674126e-07, + 7.505169037358428e-07, + 7.487187190236e-07, + 7.469312777175219e-07, + 7.451557166859857e-07, + 7.433905011566821e-07, + 7.416358585032867e-07, + 7.398911066047731e-07, + 7.381565296782355e-07, + 7.364315024460666e-07, + 7.347156838477531e-07, + 7.330096991609025e-07, + 7.313131504815829e-07, + 7.296262651834695e-07, + 7.279472811205778e-07, + 7.262761982929078e-07, + 7.246146083161875e-07, + 7.229613174786209e-07, + 7.21317121588072e-07, + 7.196820774879598e-07, + 7.1805538937042e-07, + 7.164377393564791e-07, + 7.148292411329749e-07, + 7.132309178814467e-07, + 7.11641348516423e-07, + 7.100621814970509e-07, + 7.084933599799115e-07, + 7.069330081321823e-07, + 7.053826607261726e-07, + 7.038406693027355e-07, + 7.023081138868292e-07, + 7.007849944784539e-07, + 6.992699468355568e-07, + 6.977628004278813e-07, + 6.962628731344012e-07, + 6.947708470761427e-07, + 6.932859832886606e-07, + 6.918089070495625e-07, + 6.9033853833389e-07, + 6.888769235047221e-07, + 6.874227551634249e-07, + 6.859755785626476e-07, + 6.845368716312805e-07, + 6.831054975009465e-07, + 6.816814561716456e-07, + 6.802646907999588e-07, + 6.788556561332371e-07, + 6.774546932319936e-07, + 6.760607789146889e-07, + 6.746737426510663e-07, + 6.732933002240316e-07, + 6.71919735850679e-07, + 6.705521400363068e-07, + 6.691913085887791e-07, + 6.67837127821258e-07, + 6.664891998298117e-07, + 6.651478656749532e-07, + 6.638132958869392e-07, + 6.62484069380298e-07, + 6.611612661799882e-07, + 6.598447725991718e-07, + 6.585346454812679e-07, + 6.572303163920878e-07, + 6.559346275025746e-07, + 6.546451345457172e-07, + 6.533633722938248e-07, + 6.520874649140751e-07, + 6.508175829367246e-07, + 6.495540105788677e-07, + 6.482962930931535e-07, + 6.470451694440271e-07, + 6.45800867005164e-07, + 6.445623625950248e-07, + 6.433286898754886e-07, + 6.421002467504877e-07, + 6.408774879673729e-07, + 6.396610956471704e-07, + 6.384502739820164e-07, + 6.372463303705445e-07, + 6.360489805956604e-07, + 6.348570309455681e-07, + 6.336722435662523e-07, + 6.32494163710362e-07, + 6.313214271358447e-07, + 6.301553412413341e-07, + 6.289944280979398e-07, + 6.278389719227562e-07, + 6.266889158723643e-07, + 6.25543918886251e-07, + 6.244039809644164e-07, + 6.23269670541049e-07, + 6.221402486517036e-07, + 6.210156016095425e-07, + 6.198957862579846e-07, + 6.187812573443807e-07, + 6.176719011818932e-07, + 6.165674335534277e-07, + 6.154679113024031e-07, + 6.143738460195891e-07, + 6.132844987405406e-07, + 6.122004378994461e-07, + 6.111210382186982e-07, + 6.100469818193233e-07, + 6.08977927640808e-07, + 6.07913307248964e-07 + ], + "training_efficiencies": [ + NaN, + NaN, + NaN, + 7.284604362212121e-05, + 8.817263733362779e-05, + 9.17940415092744e-05, + 7.850027759559453e-05, + 7.148896838771179e-05, + 6.405987369362265e-05, + 5.379857248044573e-05, + 4.857900057686493e-05, + 4.431370325619355e-05, + 4.107155109522864e-05, + 3.7472043914021924e-05, + 3.462449603830464e-05, + 3.27965353790205e-05, + 3.0433528081630357e-05, + 2.8663331249845214e-05, + 2.738768671406433e-05, + 2.5974899472203106e-05, + 2.4867604224709794e-05, + 2.398723336227704e-05, + 2.3064676497597247e-05, + 2.2297446776065044e-05, + 2.1670757632819004e-05, + 2.114809103659354e-05, + 2.0581130229402333e-05, + 2.009327545238193e-05, + 1.9661016267491505e-05, + 1.920320028148126e-05, + 1.8796095901052468e-05, + 1.842683195718564e-05, + 1.8040002032648772e-05, + 1.7684353224467486e-05, + 1.7358019249513745e-05, + 1.705306931398809e-05, + 1.673400947765913e-05, + 1.6438920283690095e-05, + 1.6162182873813435e-05, + 1.587886617926415e-05, + 1.5610410628141835e-05, + 1.5354104107245803e-05, + 1.5094035916263238e-05, + 1.4846054909867235e-05, + 1.460906150896335e-05, + 1.4370109965966549e-05, + 1.4141141036816407e-05, + 1.3925926396041177e-05, + 1.3715500244870782e-05, + 1.3495777238858864e-05, + 1.3289059097587597e-05, + 1.3088885680190288e-05, + 1.2879999303549994e-05, + 1.2683243767241947e-05, + 1.2489538676163647e-05, + 1.2296644854359329e-05, + 1.2106298527214676e-05, + 1.1915341929125134e-05, + 1.1726214324880857e-05, + 1.1539370461832732e-05, + 1.1355054994055536e-05, + 1.1181527042936068e-05, + 1.1006706699845381e-05, + 1.0841718903975561e-05, + 1.0674079021555372e-05, + 1.0498343726794701e-05, + 1.0332959391234908e-05, + 1.0166702850256115e-05, + 9.991322258429136e-06, + 9.826750101638027e-06, + 9.65861909207888e-06, + 9.501067324890755e-06, + 9.333466550742742e-06, + 9.165853953163605e-06, + 9.009340828924906e-06, + 8.848303878039587e-06, + 8.68926781549817e-06, + 8.54085465107346e-06, + 8.39141102915164e-06, + 8.251632607425563e-06, + 8.115455784718506e-06, + 7.978756912052631e-06, + 7.850658221286722e-06, + 7.727045158389956e-06, + 7.60831562729436e-06, + 7.4922145358868875e-06, + 7.380725946859457e-06, + 7.275698408193421e-06, + 7.170327535277465e-06, + 7.06923992765951e-06, + 6.973744802962756e-06, + 6.878346539451741e-06, + 6.7868895712308586e-06, + 6.700236554024741e-06, + 6.617242434003856e-06, + 6.5354001890227664e-06, + 6.456746177718742e-06, + 6.381128514476586e-06, + 6.306442173809046e-06, + 6.234493866941193e-06, + 6.165130344015779e-06, + 6.09653397987131e-06, + 6.030331860529259e-06, + 5.96703966948553e-06, + 5.903658802708378e-06, + 5.842437985847937e-06, + 5.783790584246162e-06, + 5.727179086534306e-06, + 5.670796326739946e-06, + 5.616664566332474e-06, + 5.564379080169601e-06, + 5.512431471288437e-06, + 5.462398803501856e-06, + 5.414073257270502e-06, + 5.36601555722882e-06, + 5.319613137544366e-06, + 5.274660452414537e-06, + 5.229923772276379e-06, + 5.186570888326969e-06, + 5.144686383573571e-06, + 5.104063802718883e-06, + 5.063378466729773e-06, + 5.024014626542339e-06, + 4.985765372111928e-06, + 4.947441539115971e-06, + 4.9103141464001965e-06, + 4.874148089584196e-06, + 4.838079803448636e-06, + 4.802951934834709e-06, + 4.768664894072572e-06, + 4.7353860281873494e-06, + 4.702050773630617e-06, + 4.669529062084621e-06, + 4.637930032913573e-06, + 4.606264610629296e-06, + 4.575475486490177e-06, + 4.545416231849231e-06, + 4.5153337850933895e-06, + 4.486055786401266e-06, + 4.457534942048369e-06, + 4.429052296472946e-06, + 4.401302703627152e-06, + 4.374229320092127e-06, + 4.347835783846676e-06, + 4.321457709011156e-06, + 4.295732196624158e-06, + 4.270629233360523e-06, + 4.245528543833643e-06, + 4.220972186885774e-06, + 4.1969906305894256e-06, + 4.172972694505006e-06, + 4.149505002715159e-06, + 4.126525709580164e-06, + 4.104008894501021e-06, + 4.081490715179825e-06, + 4.059444563608849e-06, + 4.037838607473532e-06, + 4.016231741843512e-06, + 3.995074166596169e-06, + 3.9743631532473955e-06, + 3.953612576879095e-06, + 3.933287644031225e-06, + 3.913380169251468e-06, + 3.893449502356816e-06, + 3.87388081435347e-06, + 3.854703209071886e-06, + 3.835875759250484e-06, + 3.817041942966171e-06, + 3.7985321341693634e-06, + 3.7803486065968173e-06, + 3.762160304177087e-06, + 3.7442778193508275e-06, + 3.72670160686539e-06, + 3.7091226658958476e-06, + 3.6918472687830217e-06, + 3.6748888305737637e-06, + 3.657924935396295e-06, + 3.6412566259969026e-06, + 3.6248859487386653e-06, + 3.608807219279697e-06, + 3.592711664168746e-06, + 3.5768962334259413e-06, + 3.5613527415989665e-06, + 3.5458040201774566e-06, + 3.530525873429724e-06, + 3.515494654493523e-06, + 3.5004588880838128e-06, + 3.485658680801862e-06, + 3.471088803053135e-06, + 3.456756303421571e-06, + 3.442416300458717e-06, + 3.4283061722817365e-06, + 3.4144209166697692e-06, + 3.400502919248538e-06, + 3.386803427929408e-06, + 3.373305617060396e-06, + 3.359793481649831e-06, + 3.3464889384049457e-06, + 3.333367430968792e-06, + 3.3202427403011825e-06, + 3.307303359179059e-06, + 3.2945436032605357e-06, + 3.281973476987332e-06, + 3.2693935736460844e-06, + 3.2569976156082703e-06, + 3.2447896956000477e-06, + 3.2325726806448074e-06, + 3.220530516045983e-06, + 3.208660473319469e-06, + 3.1967915674613323e-06, + 3.18508909913362e-06, + 3.173553523083683e-06, + 3.162015218549641e-06, + 3.150651082250988e-06, + 3.139446789646172e-06, + 3.1283937005355256e-06, + 3.1173462957667653e-06, + 3.1064623726706486e-06, + 3.0957223771110876e-06, + 3.084992385993246e-06, + 3.0744020023121266e-06, + 3.0639471333415713e-06, + 3.0534899906342616e-06, + 3.043166316274437e-06, + 3.03296701531508e-06, + 3.0228948162402958e-06, + 3.012818297065678e-06, + 3.0028695618966594e-06, + 2.993044063259731e-06, + 2.9832081054337323e-06, + 2.973486289192806e-06, + 2.9638829346367856e-06, + 2.9542698030127212e-06, + 2.944761490653036e-06, + 2.935367092504748e-06, + 2.925967010014574e-06, + 2.9166781132516917e-06, + 2.907480393332662e-06, + 2.8983765787415905e-06, + 2.88927071778744e-06, + 2.8802705855923705e-06, + 2.8713814117509173e-06, + 2.862490646293736e-06, + 2.8537012894958025e-06, + 2.8450117497413885e-06, + 2.8363172077661147e-06, + 2.8277274850552203e-06, + 2.8192334866616875e-06, + 2.8108252081437968e-06, + 2.802418975988985e-06, + 2.794104830172728e-06, + 2.7858809517056216e-06, + 2.7776557089964626e-06, + 2.769517777778674e-06, + 2.7614698865363607e-06, + 2.7534210857993457e-06, + 2.7454505016066832e-06, + 2.7375701847631717e-06, + 2.729689185798634e-06, + 2.7218859486310976e-06, + 2.71416411123937e-06, + 2.7065168524131877e-06, + 2.6988670924765756e-06, + 2.691296003831667e-06, + 2.6838031317311106e-06, + 2.6763109417515807e-06, + 2.6688944672059733e-06, + 2.661545750015648e-06, + 2.6541972601989983e-06, + 2.6469272143003764e-06, + 2.639735839693458e-06, + 2.6325446924602147e-06, + 2.6254231215716572e-06, + 2.618370444906759e-06, + 2.611385980344494e-06, + 2.6044024252769304e-06, + 2.5974857180699473e-06, + 2.5906317659973865e-06, + 2.5837762223090976e-06, + 2.57698548011831e-06, + 2.5702579478092957e-06, + 2.563527232268825e-06, + 2.556859271862777e-06, + 2.5502615699224407e-06, + 2.5437250315007987e-06, + 2.537193722673692e-06, + 2.5307263058493845e-06, + 2.524317778807017e-06, + 2.5179169824696146e-06, + 2.5115780317719327e-06, + 2.505296151866787e-06, + 2.4990220026666066e-06, + 2.4928035600169096e-06, + 2.486641733412398e-06, + 2.4804835447866935e-06, + 2.474379243722069e-06, + 2.4683329229446827e-06, + 2.4623384433652973e-06, + 2.456344418533263e-06, + 2.4504063276253873e-06, + 2.4445187136734603e-06, + 2.4386322365899105e-06, + 2.432794644846581e-06, + 2.4270063931908226e-06, + 2.4212172320403624e-06, + 2.415474000372342e-06, + 2.4097785171761643e-06, + 2.4041291908361018e-06, + 2.3984800918697147e-06, + 2.392872147538583e-06, + 2.3873049030953553e-06, + 2.3817385681468295e-06, + 2.37621384258091e-06, + 2.370733227508026e-06, + 2.3652537493035197e-06, + 2.3598154257342685e-06, + 2.3544207579107024e-06, + 2.3490283638238907e-06, + 2.3436828087142203e-06, + 2.338379772481858e-06, + 2.333124257347663e-06, + 2.327875336050056e-06, + 2.322667569387704e-06, + 2.317505277460441e-06, + 2.312344122401555e-06, + 2.3072268504620297e-06, + 2.302153006894514e-06, + 2.2970803001953755e-06, + 2.2920457922737114e-06, + 2.2870472093927674e-06, + 2.2820497633802006e-06, + 2.2770880150346784e-06, + 2.2721633285982534e-06, + 2.2672725208394695e-06, + 2.2623862605541945e-06, + 2.2575363800569903e-06, + 2.2527206056111027e-06, + 2.2479091512650484e-06, + 2.2431331672123633e-06, + 2.2383921987056965e-06, + 2.2336528218147578e-06, + 2.2289495973382145e-06, + 2.2242838895181194e-06, + 2.2196516056283144e-06, + 2.2150197764858603e-06, + 2.210420234405319e-06, + 2.205853434134042e-06, + 2.201285269620712e-06, + 2.196749392169295e-06, + 2.19224534703244e-06, + 2.1877410745219095e-06, + 2.183268634325941e-06, + 2.1788280264445348e-06, + 2.1743849174526986e-06, + 2.1699727312807227e-06, + 2.1655907858075807e-06, + 2.1612390810332727e-06, + 2.1568869215116138e-06, + 2.152572278646403e-06, + 2.1482869669853244e-06, + 2.14400893128186e-06, + 2.1397586351667996e-06, + 2.1355372155085206e-06, + 2.1313178422133205e-06, + 2.127126890627551e-06, + 2.122966179740615e-06, + 2.1188363916735398e-06, + 2.114707967848517e-06, + 2.1106036456330912e-06, + 2.106524789269315e-06, + 2.102447524521267e-06, + 2.0983993636036757e-06, + 2.0943773506587604e-06, + 2.0903617041767575e-06, + 2.0863751615252113e-06, + 2.0824145394726656e-06, + 2.0784614207514096e-06, + 2.074538315355312e-06, + 2.070639993689838e-06, + 2.0667712306021713e-06, + 2.0629038317565573e-06, + 2.059061898762593e-06, + 2.055244749499252e-06, + 2.051429191851639e-06, + 2.0476372810662724e-06, + 2.043871290879906e-06, + 2.0401066649355926e-06, + 2.0363643216114724e-06, + 2.0326451704022475e-06, + 2.0289289750508033e-06, + 2.0252366539352806e-06, + 2.0215670701873023e-06, + 2.017920678554219e-06, + 2.0142781522736186e-06, + 2.0106574538658606e-06, + 2.007061084441375e-06, + 2.003466079258942e-06, + 1.9998954030597815e-06, + 1.9963474642281653e-06, + 1.9928011170122772e-06 + ], + "stabilities": [ + NaN, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.987876296043396, + 1.0, + 0.9643048048019409, + 0.9672023057937622, + 1.0, + 0.975564181804657, + 0.9954142570495605, + 1.0, + 0.9860339164733887, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999755620956421, + 0.9997130632400513, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998699426651001, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995408058166504, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999790787696838, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993648529052734, + 1.0, + 1.0, + 0.9999074339866638, + 0.9996204972267151, + 1.0, + 0.9996375441551208, + 1.0, + 0.9985754489898682, + 0.9995368123054504, + 1.0, + 0.9991102814674377, + 0.9984416365623474, + 1.0, + 0.9987000823020935, + 1.0, + 1.0, + 0.9998897314071655, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997812509536743, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999161958694458, + 1.0, + 0.9999841451644897, + 1.0, + 1.0, + 0.9991351962089539, + 1.0, + 1.0, + 0.9995479583740234, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996550679206848, + 1.0, + 1.0, + 0.9992837905883789, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998739361763, + 0.9998090267181396, + 1.0, + 1.0, + 1.0, + 0.9992300271987915, + 0.9990429878234863, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998951554298401, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987291693687439, + 1.0, + 0.9991639852523804, + 0.9993684887886047, + 1.0, + 0.9988543391227722, + 0.9992937445640564, + 1.0, + 0.9988081455230713, + 1.0, + 0.999762773513794, + 0.9994739294052124, + 1.0, + 0.9991900324821472, + 1.0, + 1.0, + 0.9992808103561401, + 1.0, + 0.9999276995658875, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998377561569214, + 0.9992378950119019, + 1.0, + 0.9989262819290161, + 0.998938798904419, + 1.0, + 0.9990196824073792, + 1.0, + 0.9992210268974304, + 0.9991708993911743, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993510842323303, + 1.0, + 1.0, + 0.9993030428886414, + 1.0, + 0.9999626278877258, + 1.0, + 0.9995867609977722, + 0.9993404746055603, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998540282249451, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981833100318909, + 1.0, + 0.998726487159729, + 1.0, + 1.0, + 0.9998260140419006, + 1.0, + 0.9994343519210815, + 0.9992266893386841, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994235038757324, + 1.0, + 0.9988206624984741, + 0.9991824626922607, + 1.0, + 0.9984179735183716, + 0.9988290667533875, + 1.0, + 0.9987927675247192, + 1.0, + 0.9997032880783081, + 0.9997771978378296, + 1.0, + 0.9999887943267822, + 0.9994322061538696, + 1.0, + 1.0, + 1.0, + 0.9996529817581177, + 0.9995989203453064, + 1.0, + 0.9997282028198242, + 0.9993544220924377, + 1.0, + 0.9992729425430298, + 1.0, + 0.9992148280143738, + 0.9996029734611511, + 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 + ], + "opt_steps": [ + 0.0, + 0.0, + 0.0, + 10240.0, + 10240.0, + 10240.0, + 20480.0, + 20480.0, + 20480.0, + 30720.0, + 30720.0, + 30720.0, + 30720.0, + 40960.0, + 40960.0, + 40960.0, + 51200.0, + 51200.0, + 51200.0, + 61440.0, + 61440.0, + 61440.0, + 71680.0, + 71680.0, + 71680.0, + 71680.0, + 81920.0, + 81920.0, + 81920.0, + 92160.0, + 92160.0, + 92160.0, + 102400.0, + 102400.0, + 102400.0, + 102400.0, + 112640.0, + 112640.0, + 112640.0, + 122880.0, + 122880.0, + 122880.0, + 133120.0, + 133120.0, + 133120.0, + 143360.0, + 143360.0, + 143360.0, + 143360.0, + 153600.0, + 153600.0, + 153600.0, + 163840.0, + 163840.0, + 163840.0, + 174080.0, + 174080.0, + 174080.0, + 184320.0, + 184320.0, + 184320.0, + 184320.0, + 194560.0, + 194560.0, + 194560.0, + 204800.0, + 204800.0, + 204800.0, + 215040.0, + 215040.0, + 215040.0, + 215040.0, + 225280.0, + 225280.0, + 225280.0, + 235520.0, + 235520.0, + 235520.0, + 245760.0, + 245760.0, + 245760.0, + 256000.0, + 256000.0, + 256000.0, + 256000.0, + 266240.0, + 266240.0, + 266240.0, + 276480.0, + 276480.0, + 276480.0, + 286720.0, + 286720.0, + 286720.0, + 286720.0, + 296960.0, + 296960.0, + 296960.0, + 307200.0, + 307200.0, + 307200.0, + 317440.0, + 317440.0, + 317440.0, + 327680.0, + 327680.0, + 327680.0, + 327680.0, + 337920.0, + 337920.0, + 337920.0, + 348160.0, + 348160.0, + 348160.0, + 358400.0, + 358400.0, + 358400.0, + 368640.0, + 368640.0, + 368640.0, + 368640.0, + 378880.0, + 378880.0, + 378880.0, + 389120.0, + 389120.0, + 389120.0, + 399360.0, + 399360.0, + 399360.0, + 399360.0, + 409600.0, + 409600.0, + 409600.0, + 419840.0, + 419840.0, + 419840.0, + 430080.0, + 430080.0, + 430080.0, + 440320.0, + 440320.0, + 440320.0, + 440320.0, + 450560.0, + 450560.0, + 450560.0, + 460800.0, + 460800.0, + 460800.0, + 471040.0, + 471040.0, + 471040.0, + 471040.0, + 481280.0, + 481280.0, + 481280.0, + 491520.0, + 491520.0, + 491520.0, + 501760.0, + 501760.0, + 501760.0, + 512000.0, + 512000.0, + 512000.0, + 512000.0, + 522240.0, + 522240.0, + 522240.0, + 532480.0, + 532480.0, + 532480.0, + 542720.0, + 542720.0, + 542720.0, + 552960.0, + 552960.0, + 552960.0, + 552960.0, + 563200.0, + 563200.0, + 563200.0, + 573440.0, + 573440.0, + 573440.0, + 583680.0, + 583680.0, + 583680.0, + 583680.0, + 593920.0, + 593920.0, + 593920.0, + 604160.0, + 604160.0, + 604160.0, + 614400.0, + 614400.0, + 614400.0, + 624640.0, + 624640.0, + 624640.0, + 624640.0, + 634880.0, + 634880.0, + 634880.0, + 645120.0, + 645120.0, + 645120.0, + 655360.0, + 655360.0, + 655360.0, + 665600.0, + 665600.0, + 665600.0, + 665600.0, + 675840.0, + 675840.0, + 675840.0, + 686080.0, + 686080.0, + 686080.0, + 696320.0, + 696320.0, + 696320.0, + 696320.0, + 706560.0, + 706560.0, + 706560.0, + 716800.0, + 716800.0, + 716800.0, + 727040.0, + 727040.0, + 727040.0, + 737280.0, + 737280.0, + 737280.0, + 737280.0, + 747520.0, + 747520.0, + 747520.0, + 757760.0, + 757760.0, + 757760.0, + 768000.0, + 768000.0, + 768000.0, + 768000.0, + 778240.0, + 778240.0, + 778240.0, + 788480.0, + 788480.0, + 788480.0, + 798720.0, + 798720.0, + 798720.0, + 808960.0, + 808960.0, + 808960.0, + 808960.0, + 819200.0, + 819200.0, + 819200.0, + 829440.0, + 829440.0, + 829440.0, + 839680.0, + 839680.0, + 839680.0, + 849920.0, + 849920.0, + 849920.0, + 849920.0, + 860160.0, + 860160.0, + 860160.0, + 870400.0, + 870400.0, + 870400.0, + 880640.0, + 880640.0, + 880640.0, + 880640.0, + 890880.0, + 890880.0, + 890880.0, + 901120.0, + 901120.0, + 901120.0, + 911360.0, + 911360.0, + 911360.0, + 921600.0, + 921600.0, + 921600.0, + 921600.0, + 931840.0, + 931840.0, + 931840.0, + 942080.0, + 942080.0, + 942080.0, + 952320.0, + 952320.0, + 952320.0, + 952320.0, + 962560.0, + 962560.0, + 962560.0, + 972800.0, + 972800.0, + 972800.0, + 983040.0, + 983040.0, + 983040.0, + 993280.0, + 993280.0, + 993280.0, + 993280.0, + 1003520.0, + 1003520.0, + 1003520.0, + 1013760.0, + 1013760.0, + 1013760.0, + 1024000.0, + 1024000.0, + 1024000.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1044480.0, + 1044480.0, + 1044480.0, + 1054720.0, + 1054720.0, + 1054720.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1075200.0, + 1075200.0, + 1075200.0, + 1085440.0, + 1085440.0, + 1085440.0, + 1095680.0, + 1095680.0, + 1095680.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1116160.0, + 1116160.0, + 1116160.0, + 1126400.0, + 1126400.0, + 1126400.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1146880.0, + 1146880.0, + 1146880.0, + 1157120.0, + 1157120.0, + 1157120.0, + 1167360.0, + 1167360.0, + 1167360.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1187840.0, + 1187840.0, + 1187840.0, + 1198080.0, + 1198080.0, + 1198080.0, + 1208320.0, + 1208320.0, + 1208320.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1228800.0, + 1228800.0, + 1228800.0, + 1239040.0, + 1239040.0, + 1239040.0, + 1249280.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_scalar_eval.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..7b2174fc69c2cc0d4cb53f0db70b7f292ecfaa62 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 338.5889587402344, + "strength": 284.01947021484375, + "max_strength": 343.4830322265625, + "final_strength": 336.0797424316406, + "sample_efficiency": 6.079130798752885e-07, + "training_efficiency": 1.992801571759628e-06, + "stability": 0.999782919883728 +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_scalar_train.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..7b2174fc69c2cc0d4cb53f0db70b7f292ecfaa62 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 338.5889587402344, + "strength": 284.01947021484375, + "max_strength": 343.4830322265625, + "final_strength": 336.0797424316406, + "sample_efficiency": 6.079130798752885e-07, + "training_efficiency": 1.992801571759628e-06, + "stability": 0.999782919883728 +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_train.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..2c238209b26468d394d61d1df6b46792fa6ee49c --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s1_session_metrics_train.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 338.5889587402344, + "strength": 284.01947021484375, + "max_strength": 343.4830322265625, + "final_strength": 336.0797424316406, + "sample_efficiency": 6.079130798752885e-07, + "training_efficiency": 1.992801571759628e-06, + "stability": 0.999782919883728 + }, + "local": { + "mean_returns": [ + NaN, + -0.7098650336265564, + -0.7098650336265564, + 1.4215441942214966, + 4.418219566345215, + 4.418219566345215, + 5.382528305053711, + 5.382528305053711, + 12.331089973449707, + 18.70879364013672, + 18.70879364013672, + 28.163564682006836, + 40.765899658203125, + 40.765899658203125, + 52.946136474609375, + 52.946136474609375, + 64.34185791015625, + 70.11705017089844, + 70.11705017089844, + 73.16647338867188, + 74.1817398071289, + 74.1817398071289, + 73.26847076416016, + 73.26847076416016, + 70.6121826171875, + 68.25863647460938, + 68.25863647460938, + 66.5626449584961, + 66.25214385986328, + 66.25214385986328, + 65.31083679199219, + 65.31083679199219, + 65.70396423339844, + 66.07797241210938, + 66.07797241210938, + 67.11466217041016, + 67.87484741210938, + 67.87484741210938, + 68.66364288330078, + 68.66364288330078, + 69.88604736328125, + 71.60331726074219, + 71.60331726074219, + 73.02827453613281, + 74.5853042602539, + 74.5853042602539, + 76.16014862060547, + 76.16014862060547, + 79.21295166015625, + 82.34442138671875, + 82.34442138671875, + 84.70170593261719, + 88.46685028076172, + 88.46685028076172, + 92.471923828125, + 92.471923828125, + 96.80071258544922, + 103.18641662597656, + 103.18641662597656, + 108.26520538330078, + 113.54032135009766, + 113.54032135009766, + 115.6317367553711, + 115.6317367553711, + 124.6404800415039, + 132.7427978515625, + 132.7427978515625, + 141.8968963623047, + 152.830322265625, + 152.830322265625, + 166.6092529296875, + 166.6092529296875, + 181.45559692382812, + 194.42007446289062, + 194.42007446289062, + 205.51768493652344, + 217.65341186523438, + 217.65341186523438, + 225.33837890625, + 225.33837890625, + 234.5493621826172, + 241.8513946533203, + 241.8513946533203, + 248.7880096435547, + 254.63003540039062, + 254.63003540039062, + 259.8890380859375, + 259.8890380859375, + 265.9961242675781, + 270.465087890625, + 270.465087890625, + 275.1269836425781, + 278.7137756347656, + 278.7137756347656, + 281.4293518066406, + 281.4293518066406, + 284.5260009765625, + 287.5584716796875, + 287.5584716796875, + 290.66302490234375, + 293.8425598144531, + 293.8425598144531, + 296.86920166015625, + 296.86920166015625, + 300.2402648925781, + 302.9674072265625, + 302.9674072265625, + 305.0524597167969, + 306.12628173828125, + 306.12628173828125, + 307.77239990234375, + 307.77239990234375, + 308.09649658203125, + 309.1073303222656, + 309.1073303222656, + 309.60009765625, + 310.9682922363281, + 310.9682922363281, + 312.08367919921875, + 312.08367919921875, + 313.1270751953125, + 314.64703369140625, + 314.64703369140625, + 315.8571472167969, + 317.4275207519531, + 317.4275207519531, + 319.0516662597656, + 319.0516662597656, + 320.36529541015625, + 322.28240966796875, + 322.28240966796875, + 323.403076171875, + 324.8409729003906, + 324.8409729003906, + 326.0687255859375, + 326.0687255859375, + 327.3021240234375, + 328.06787109375, + 328.06787109375, + 328.2460632324219, + 328.2482604980469, + 328.2482604980469, + 328.5909423828125, + 328.5909423828125, + 328.5828857421875, + 328.48828125, + 328.48828125, + 328.59674072265625, + 329.25335693359375, + 329.25335693359375, + 329.8808288574219, + 329.8808288574219, + 330.5023193359375, + 331.29254150390625, + 331.29254150390625, + 331.64398193359375, + 332.25946044921875, + 332.25946044921875, + 332.45513916015625, + 332.45513916015625, + 333.0864562988281, + 333.15472412109375, + 333.15472412109375, + 333.53778076171875, + 334.21734619140625, + 334.21734619140625, + 334.7316589355469, + 334.7316589355469, + 335.4998474121094, + 336.073486328125, + 336.073486328125, + 336.818359375, + 337.4019775390625, + 337.4019775390625, + 337.8197021484375, + 337.8197021484375, + 337.900390625, + 338.10699462890625, + 338.10699462890625, + 338.0628662109375, + 338.2812194824219, + 338.2812194824219, + 338.3047180175781, + 338.3047180175781, + 338.1488342285156, + 338.38409423828125, + 338.38409423828125, + 338.689697265625, + 338.98822021484375, + 338.98822021484375, + 339.0125427246094, + 339.0125427246094, + 339.00543212890625, + 339.66253662109375, + 339.66253662109375, + 339.9595947265625, + 340.2132568359375, + 340.2132568359375, + 340.7290344238281, + 340.7290344238281, + 341.0474548339844, + 341.4096984863281, + 341.4096984863281, + 341.54022216796875, + 341.54022216796875, + 341.32257080078125, + 341.4568176269531, + 341.4568176269531, + 341.42510986328125, + 341.29510498046875, + 341.29510498046875, + 341.1709899902344, + 341.1709899902344, + 340.683349609375, + 340.5250244140625, + 340.5250244140625, + 340.2210388183594, + 339.6890563964844, + 339.6890563964844, + 339.2460021972656, + 339.2460021972656, + 339.28826904296875, + 339.250732421875, + 339.250732421875, + 339.47357177734375, + 339.5296630859375, + 339.5296630859375, + 339.45513916015625, + 339.45513916015625, + 339.6934509277344, + 339.91162109375, + 339.91162109375, + 340.1515197753906, + 340.5528869628906, + 340.5528869628906, + 340.69244384765625, + 340.69244384765625, + 341.367919921875, + 341.89617919921875, + 341.89617919921875, + 341.89666748046875, + 341.60919189453125, + 341.60919189453125, + 341.603759765625, + 341.603759765625, + 341.74853515625, + 341.4519958496094, + 341.4519958496094, + 341.78680419921875, + 341.63177490234375, + 341.63177490234375, + 341.6571044921875, + 341.6571044921875, + 341.7095642089844, + 341.59130859375, + 341.59130859375, + 341.8916320800781, + 341.64593505859375, + 341.64593505859375, + 341.8463439941406, + 341.8463439941406, + 342.0600280761719, + 342.1314697265625, + 342.1314697265625, + 342.08819580078125, + 342.02264404296875, + 342.02264404296875, + 342.3357238769531, + 342.3357238769531, + 342.0712585449219, + 341.7427978515625, + 341.7427978515625, + 341.7707214355469, + 341.7955322265625, + 341.7955322265625, + 341.75958251953125, + 341.75958251953125, + 341.9213562011719, + 342.0145263671875, + 342.0145263671875, + 342.0538330078125, + 342.25189208984375, + 342.25189208984375, + 341.81549072265625, + 341.81549072265625, + 341.5287780761719, + 341.3123779296875, + 341.3123779296875, + 340.9200439453125, + 340.678466796875, + 340.678466796875, + 340.27105712890625, + 340.27105712890625, + 340.1900634765625, + 340.010498046875, + 340.010498046875, + 339.7341613769531, + 339.7576904296875, + 339.7576904296875, + 339.51251220703125, + 339.51251220703125, + 339.4878845214844, + 339.538330078125, + 339.538330078125, + 339.64532470703125, + 339.7938537597656, + 339.7938537597656, + 339.87738037109375, + 339.87738037109375, + 340.22174072265625, + 340.5367736816406, + 340.5367736816406, + 340.7784118652344, + 340.8219299316406, + 340.8219299316406, + 341.0010986328125, + 341.0010986328125, + 340.9455871582031, + 340.68487548828125, + 340.68487548828125, + 340.3178405761719, + 339.9554748535156, + 339.9554748535156, + 339.62109375, + 339.62109375, + 339.35565185546875, + 339.0733337402344, + 339.0733337402344, + 339.0928039550781, + 339.25677490234375, + 339.25677490234375, + 339.4140319824219, + 339.4140319824219, + 339.6145324707031, + 339.3934020996094, + 339.3934020996094, + 339.52630615234375, + 339.28887939453125, + 339.28887939453125, + 339.2761535644531, + 339.2761535644531, + 339.1354675292969, + 338.9110412597656, + 338.9110412597656, + 338.93634033203125, + 339.02197265625, + 339.02197265625, + 339.230712890625, + 339.230712890625, + 339.2418518066406, + 339.3597717285156, + 339.3597717285156, + 339.31005859375, + 339.6124267578125, + 339.6124267578125, + 339.64190673828125, + 339.64190673828125, + 339.78216552734375, + 339.1628112792969, + 339.1628112792969, + 338.72943115234375, + 338.79656982421875, + 338.79656982421875, + 338.7374267578125, + 338.7374267578125, + 338.545166015625, + 338.282470703125, + 338.282470703125, + 338.5404357910156, + 338.6578063964844, + 338.6578063964844, + 338.4619140625, + 338.4619140625, + 338.0614013671875, + 337.7840881347656, + 337.7840881347656, + 337.2478942871094, + 336.8516540527344, + 336.8516540527344, + 336.443603515625, + 336.443603515625, + 336.34344482421875, + 336.26824951171875, + 336.26824951171875, + 336.26446533203125, + 336.0728759765625, + 336.0728759765625, + 336.1363220214844, + 336.1363220214844, + 336.019287109375, + 335.8840637207031, + 335.8840637207031, + 335.7924499511719, + 335.5749206542969, + 335.5749206542969, + 335.3301086425781, + 335.3301086425781, + 335.06591796875, + 334.93243408203125, + 334.93243408203125 + ], + "strengths": [ + NaN, + 0.43745750188827515, + 0.43745750188827515, + 2.568866729736328, + 5.565542221069336, + 5.565542221069336, + 6.529850959777832, + 6.529850959777832, + 13.478412628173828, + 19.856115341186523, + 19.856115341186523, + 29.31088638305664, + 41.91322326660156, + 41.91322326660156, + 54.09346008300781, + 54.09346008300781, + 65.48918151855469, + 71.26437377929688, + 71.26437377929688, + 74.31379699707031, + 75.32906341552734, + 75.32906341552734, + 74.4157943725586, + 74.4157943725586, + 71.75950622558594, + 69.40596008300781, + 69.40596008300781, + 67.70996856689453, + 67.39946746826172, + 67.39946746826172, + 66.45816040039062, + 66.45816040039062, + 66.85128784179688, + 67.22529602050781, + 67.22529602050781, + 68.2619857788086, + 69.02217102050781, + 69.02217102050781, + 69.81096649169922, + 69.81096649169922, + 71.03337097167969, + 72.75064086914062, + 72.75064086914062, + 74.17559814453125, + 75.73262786865234, + 75.73262786865234, + 77.3074722290039, + 77.3074722290039, + 80.36027526855469, + 83.49174499511719, + 83.49174499511719, + 85.84902954101562, + 89.61417388916016, + 89.61417388916016, + 93.61924743652344, + 93.61924743652344, + 97.94803619384766, + 104.333740234375, + 104.333740234375, + 109.41252899169922, + 114.6876449584961, + 114.6876449584961, + 116.77906036376953, + 116.77906036376953, + 125.78780364990234, + 133.89012145996094, + 133.89012145996094, + 143.04421997070312, + 153.97764587402344, + 153.97764587402344, + 167.75657653808594, + 167.75657653808594, + 182.60292053222656, + 195.56739807128906, + 195.56739807128906, + 206.66500854492188, + 218.8007354736328, + 218.8007354736328, + 226.48570251464844, + 226.48570251464844, + 235.69668579101562, + 242.99871826171875, + 242.99871826171875, + 249.93533325195312, + 255.77735900878906, + 255.77735900878906, + 261.0363464355469, + 261.0363464355469, + 267.1434326171875, + 271.6123962402344, + 271.6123962402344, + 276.2742919921875, + 279.861083984375, + 279.861083984375, + 282.57666015625, + 282.57666015625, + 285.6733093261719, + 288.7057800292969, + 288.7057800292969, + 291.8103332519531, + 294.9898681640625, + 294.9898681640625, + 298.0165100097656, + 298.0165100097656, + 301.3875732421875, + 304.1147155761719, + 304.1147155761719, + 306.19976806640625, + 307.2735900878906, + 307.2735900878906, + 308.9197082519531, + 308.9197082519531, + 309.2438049316406, + 310.254638671875, + 310.254638671875, + 310.7474060058594, + 312.1156005859375, + 312.1156005859375, + 313.2309875488281, + 313.2309875488281, + 314.2743835449219, + 315.7943420410156, + 315.7943420410156, + 317.00445556640625, + 318.5748291015625, + 318.5748291015625, + 320.198974609375, + 320.198974609375, + 321.5126037597656, + 323.4297180175781, + 323.4297180175781, + 324.5503845214844, + 325.98828125, + 325.98828125, + 327.2160339355469, + 327.2160339355469, + 328.4494323730469, + 329.2151794433594, + 329.2151794433594, + 329.39337158203125, + 329.39556884765625, + 329.39556884765625, + 329.7382507324219, + 329.7382507324219, + 329.7301940917969, + 329.6355895996094, + 329.6355895996094, + 329.7440490722656, + 330.4006652832031, + 330.4006652832031, + 331.02813720703125, + 331.02813720703125, + 331.6496276855469, + 332.4398498535156, + 332.4398498535156, + 332.7912902832031, + 333.4067687988281, + 333.4067687988281, + 333.6024475097656, + 333.6024475097656, + 334.2337646484375, + 334.3020324707031, + 334.3020324707031, + 334.6850891113281, + 335.3646545410156, + 335.3646545410156, + 335.87896728515625, + 335.87896728515625, + 336.64715576171875, + 337.2207946777344, + 337.2207946777344, + 337.9656677246094, + 338.5492858886719, + 338.5492858886719, + 338.9670104980469, + 338.9670104980469, + 339.0476989746094, + 339.2543029785156, + 339.2543029785156, + 339.2101745605469, + 339.42852783203125, + 339.42852783203125, + 339.4520263671875, + 339.4520263671875, + 339.296142578125, + 339.5314025878906, + 339.5314025878906, + 339.8370056152344, + 340.1355285644531, + 340.1355285644531, + 340.15985107421875, + 340.15985107421875, + 340.1527404785156, + 340.8098449707031, + 340.8098449707031, + 341.1069030761719, + 341.3605651855469, + 341.3605651855469, + 341.8763427734375, + 341.8763427734375, + 342.19476318359375, + 342.5570068359375, + 342.5570068359375, + 342.6875305175781, + 342.6875305175781, + 342.4698791503906, + 342.6041259765625, + 342.6041259765625, + 342.5724182128906, + 342.4424133300781, + 342.4424133300781, + 342.31829833984375, + 342.31829833984375, + 341.8306579589844, + 341.6723327636719, + 341.6723327636719, + 341.36834716796875, + 340.83636474609375, + 340.83636474609375, + 340.393310546875, + 340.393310546875, + 340.4355773925781, + 340.3980407714844, + 340.3980407714844, + 340.6208801269531, + 340.6769714355469, + 340.6769714355469, + 340.6024475097656, + 340.6024475097656, + 340.84075927734375, + 341.0589294433594, + 341.0589294433594, + 341.298828125, + 341.7001953125, + 341.7001953125, + 341.8397521972656, + 341.8397521972656, + 342.5152282714844, + 343.0434875488281, + 343.0434875488281, + 343.0439758300781, + 342.7565002441406, + 342.7565002441406, + 342.7510681152344, + 342.7510681152344, + 342.8958435058594, + 342.59930419921875, + 342.59930419921875, + 342.9341125488281, + 342.7790832519531, + 342.7790832519531, + 342.8044128417969, + 342.8044128417969, + 342.85687255859375, + 342.7386169433594, + 342.7386169433594, + 343.0389404296875, + 342.7932434082031, + 342.7932434082031, + 342.99365234375, + 342.99365234375, + 343.20733642578125, + 343.2787780761719, + 343.2787780761719, + 343.2355041503906, + 343.1699523925781, + 343.1699523925781, + 343.4830322265625, + 343.4830322265625, + 343.21856689453125, + 342.8901062011719, + 342.8901062011719, + 342.91802978515625, + 342.9428405761719, + 342.9428405761719, + 342.9068908691406, + 342.9068908691406, + 343.06866455078125, + 343.1618347167969, + 343.1618347167969, + 343.2011413574219, + 343.3992004394531, + 343.3992004394531, + 342.9627990722656, + 342.9627990722656, + 342.67608642578125, + 342.4596862792969, + 342.4596862792969, + 342.0673522949219, + 341.8257751464844, + 341.8257751464844, + 341.4183654785156, + 341.4183654785156, + 341.3373718261719, + 341.1578063964844, + 341.1578063964844, + 340.8814697265625, + 340.9049987792969, + 340.9049987792969, + 340.6598205566406, + 340.6598205566406, + 340.63519287109375, + 340.6856384277344, + 340.6856384277344, + 340.7926330566406, + 340.941162109375, + 340.941162109375, + 341.0246887207031, + 341.0246887207031, + 341.3690490722656, + 341.68408203125, + 341.68408203125, + 341.92572021484375, + 341.96923828125, + 341.96923828125, + 342.1484069824219, + 342.1484069824219, + 342.0928955078125, + 341.8321838378906, + 341.8321838378906, + 341.46514892578125, + 341.102783203125, + 341.102783203125, + 340.7684020996094, + 340.7684020996094, + 340.5029602050781, + 340.22064208984375, + 340.22064208984375, + 340.2401123046875, + 340.4040832519531, + 340.4040832519531, + 340.56134033203125, + 340.56134033203125, + 340.7618408203125, + 340.54071044921875, + 340.54071044921875, + 340.6736145019531, + 340.4361877441406, + 340.4361877441406, + 340.4234619140625, + 340.4234619140625, + 340.28277587890625, + 340.058349609375, + 340.058349609375, + 340.0836486816406, + 340.1692810058594, + 340.1692810058594, + 340.3780212402344, + 340.3780212402344, + 340.38916015625, + 340.507080078125, + 340.507080078125, + 340.4573669433594, + 340.7597351074219, + 340.7597351074219, + 340.7892150878906, + 340.7892150878906, + 340.9294738769531, + 340.31011962890625, + 340.31011962890625, + 339.8767395019531, + 339.9438781738281, + 339.9438781738281, + 339.8847351074219, + 339.8847351074219, + 339.6924743652344, + 339.4297790527344, + 339.4297790527344, + 339.687744140625, + 339.80511474609375, + 339.80511474609375, + 339.6092224121094, + 339.6092224121094, + 339.2087097167969, + 338.931396484375, + 338.931396484375, + 338.39520263671875, + 337.99896240234375, + 337.99896240234375, + 337.5909118652344, + 337.5909118652344, + 337.4907531738281, + 337.4155578613281, + 337.4155578613281, + 337.4117736816406, + 337.2201843261719, + 337.2201843261719, + 337.28363037109375, + 337.28363037109375, + 337.1665954589844, + 337.0313720703125, + 337.0313720703125, + 336.93975830078125, + 336.72222900390625, + 336.72222900390625, + 336.4774169921875, + 336.4774169921875, + 336.2132263183594, + 336.0797424316406, + 336.0797424316406 + ], + "sample_efficiencies": [ + NaN, + 4.999999873689376e-05, + 4.166666622040793e-05, + 2.9234275643830188e-05, + 2.3529768441221677e-05, + 2.090903217322193e-05, + 1.8859760530176573e-05, + 1.735699515847955e-05, + 1.530935514892917e-05, + 1.3580230188381393e-05, + 1.2477350537665188e-05, + 1.1374489986337721e-05, + 1.03594766187598e-05, + 9.664399840403348e-06, + 9.010685971588828e-06, + 8.516442903783172e-06, + 8.047219125728589e-06, + 7.642649507033639e-06, + 7.310262844839599e-06, + 7.016524705250049e-06, + 6.759120424248977e-06, + 6.53228835290065e-06, + 6.331488748401171e-06, + 6.149246473796666e-06, + 5.987873464619042e-06, + 5.842869995831279e-06, + 5.707222953788005e-06, + 5.582796802627854e-06, + 5.4657998589391354e-06, + 5.354989298211876e-06, + 5.251212314760778e-06, + 5.1523957154131494e-06, + 5.057618182036094e-06, + 4.966649612470064e-06, + 4.87971601614845e-06, + 4.795291260961676e-06, + 4.713622729468625e-06, + 4.635418008547276e-06, + 4.559607077680994e-06, + 4.486886609811336e-06, + 4.415865987539291e-06, + 4.346067271399079e-06, + 4.279062068235362e-06, + 4.213441570755094e-06, + 4.149097094341414e-06, + 4.087268735020189e-06, + 4.026590886496706e-06, + 3.9682272472418845e-06, + 3.909874976670835e-06, + 3.8516323002113495e-06, + 3.795676548179472e-06, + 3.7403785881906515e-06, + 3.6849501157121267e-06, + 3.631726031017024e-06, + 3.578335963538848e-06, + 3.527070930431364e-06, + 3.4755726119328756e-06, + 3.423001544433646e-06, + 3.3726425954228034e-06, + 3.3220539989997633e-06, + 3.2713264772610273e-06, + 3.2227940209850203e-06, + 3.1754702831676695e-06, + 3.1301105991587974e-06, + 3.0833150503895013e-06, + 3.03572937809804e-06, + 2.990280563608394e-06, + 2.943922254416975e-06, + 2.8964036573597696e-06, + 2.851175622708979e-06, + 2.804315954563208e-06, + 2.75978936770116e-06, + 2.713771209528204e-06, + 2.66711526819563e-06, + 2.622952479214291e-06, + 2.578761495897197e-06, + 2.5345286758238217e-06, + 2.492694420652697e-06, + 2.451693717375747e-06, + 2.412833282505744e-06, + 2.374471705479664e-06, + 2.336963007110171e-06, + 2.301351742062252e-06, + 2.2665383312414633e-06, + 2.232664883194957e-06, + 2.200421022280352e-06, + 2.169059371226467e-06, + 2.1391367681644624e-06, + 2.109889919665875e-06, + 2.0814766230614623e-06, + 2.054297738141031e-06, + 2.0278255306038773e-06, + 2.0021316231577657e-06, + 1.9774870452238247e-06, + 1.9535939372872235e-06, + 1.9306278318254044e-06, + 1.9082901872025104e-06, + 1.88655712918262e-06, + 1.8656162410479737e-06, + 1.8452049062034348e-06, + 1.8252962945553008e-06, + 1.8060727597912773e-06, + 1.7873064734885702e-06, + 1.7691598941382836e-06, + 1.7514023511466803e-06, + 1.734057264002331e-06, + 1.7172559410028043e-06, + 1.7008586610245402e-06, + 1.684899984866206e-06, + 1.6694120859028772e-06, + 1.6542910543648759e-06, + 1.6395983948314097e-06, + 1.6252977275144076e-06, + 1.6113400533868116e-06, + 1.5977540215317276e-06, + 1.5845012057980057e-06, + 1.5715312429165351e-06, + 1.5588876749461633e-06, + 1.54651263528649e-06, + 1.5344379562520771e-06, + 1.5226122513922746e-06, + 1.5110086906133802e-06, + 1.4996737718320219e-06, + 1.4885546306686592e-06, + 1.4776318266740418e-06, + 1.466950948270096e-06, + 1.4564499224434257e-06, + 1.4461747923633084e-06, + 1.4360765590026858e-06, + 1.4261311207519611e-06, + 1.416391683051188e-06, + 1.406818000759813e-06, + 1.3973960903967964e-06, + 1.388161877002858e-06, + 1.3790748880637693e-06, + 1.370164113723149e-06, + 1.361390900456172e-06, + 1.352763433715154e-06, + 1.3442971749100252e-06, + 1.3359820059122285e-06, + 1.3278172446007375e-06, + 1.3197983435020433e-06, + 1.3119125696903211e-06, + 1.3041636748312158e-06, + 1.2965475661985693e-06, + 1.289062424802978e-06, + 1.2817018841815297e-06, + 1.2744598052449874e-06, + 1.2673212950176094e-06, + 1.2602974948094925e-06, + 1.253371920029167e-06, + 1.2465551435525413e-06, + 1.2398313629091717e-06, + 1.2331953485045233e-06, + 1.226660174324934e-06, + 1.2202166317365482e-06, + 1.2138571037212387e-06, + 1.2075913673470495e-06, + 1.2014132835247437e-06, + 1.195324216496374e-06, + 1.1893106375282514e-06, + 1.183380732072692e-06, + 1.1775335906349937e-06, + 1.1717606867023278e-06, + 1.166055540124944e-06, + 1.1604278142840485e-06, + 1.1548671636774088e-06, + 1.1493807505758014e-06, + 1.1439542504376732e-06, + 1.1385897096261033e-06, + 1.1332949725328945e-06, + 1.128056851484871e-06, + 1.1228767107240856e-06, + 1.1177622809555032e-06, + 1.1127059451609966e-06, + 1.10771247818775e-06, + 1.1027794926121715e-06, + 1.0979039188896422e-06, + 1.0930873486358905e-06, + 1.0883292134167277e-06, + 1.0836246246981318e-06, + 1.078975515156344e-06, + 1.074380406862474e-06, + 1.0698385040086578e-06, + 1.065350716089597e-06, + 1.0609110177028924e-06, + 1.0565213415247854e-06, + 1.0521770263949293e-06, + 1.0478770491317846e-06, + 1.0436244792799698e-06, + 1.0394181799711077e-06, + 1.0352575827710098e-06, + 1.0311416644981364e-06, + 1.0270620123264962e-06, + 1.0230255611531902e-06, + 1.0190282182520605e-06, + 1.0150697562494315e-06, + 1.01115233519522e-06, + 1.007269474939676e-06, + 1.0034265187641722e-06, + 9.996190328820376e-07, + 9.958461077985703e-07, + 9.921110404320643e-07, + 9.884117844194407e-07, + 9.84749249255401e-07, + 9.811250265556737e-07, + 9.77534796220425e-07, + 9.739792403706815e-07, + 9.704581316327676e-07, + 9.66972038440872e-07, + 9.635189144319156e-07, + 9.600996691006003e-07, + 9.56712256083847e-07, + 9.533608817946515e-07, + 9.500419650976255e-07, + 9.467532890994335e-07, + 9.434972980670864e-07, + 9.402755836163124e-07, + 9.37082575092063e-07, + 9.339218536297267e-07, + 9.307889285992132e-07, + 9.276829473492398e-07, + 9.246041940969008e-07, + 9.215520435645885e-07, + 9.185240514852921e-07, + 9.155214115708077e-07, + 9.125441238211351e-07, + 9.095925861402065e-07, + 9.066657185030635e-07, + 9.03761133486114e-07, + 9.00878774245939e-07, + 8.980200618680101e-07, + 8.951827794589917e-07, + 8.923652785597369e-07, + 8.89570685558283e-07, + 8.867974656823208e-07, + 8.84046528426552e-07, + 8.813121326056716e-07, + 8.785953582446382e-07, + 8.75900127539353e-07, + 8.732260994293028e-07, + 8.705752634341479e-07, + 8.679449479132018e-07, + 8.653351528664643e-07, + 8.627454803900036e-07, + 8.601745093983482e-07, + 8.576253094361164e-07, + 8.550954362362972e-07, + 8.525821613147855e-07, + 8.500888952767127e-07, + 8.476141601931886e-07, + 8.45157558160281e-07, + 8.42719146021409e-07, + 8.40298241655546e-07, + 8.378958682442317e-07, + 8.355109457625076e-07, + 8.331412004736194e-07, + 8.307901566695364e-07, + 8.28455995360855e-07, + 8.261370680884284e-07, + 8.238345685640525e-07, + 8.215469051719992e-07, + 8.192748168767139e-07, + 8.170186447387096e-07, + 8.147785592882428e-07, + 8.125543331516383e-07, + 8.103453978947073e-07, + 8.08149650310952e-07, + 8.059689093897759e-07, + 8.038047099034884e-07, + 8.016572223823459e-07, + 7.995241730895941e-07, + 7.974051641213009e-07, + 7.953001386340475e-07, + 7.932090966278338e-07, + 7.911321517894976e-07, + 7.890687925282691e-07, + 7.8701793881919e-07, + 7.849799885661923e-07, + 7.829551691429515e-07, + 7.809433100192109e-07, + 7.789432174831745e-07, + 7.769559715598007e-07, + 7.749839028292627e-07, + 7.73024339650874e-07, + 7.710787599535252e-07, + 7.691466521464463e-07, + 7.672265951441659e-07, + 7.653206921531819e-07, + 7.634278631485358e-07, + 7.615466870447563e-07, + 7.596793238917599e-07, + 7.578232725791167e-07, + 7.559789878541778e-07, + 7.541468676208751e-07, + 7.523257181674126e-07, + 7.505169037358428e-07, + 7.487187190236e-07, + 7.469312777175219e-07, + 7.451557166859857e-07, + 7.433905011566821e-07, + 7.416358585032867e-07, + 7.398911066047731e-07, + 7.381565296782355e-07, + 7.364315024460666e-07, + 7.347156838477531e-07, + 7.330096991609025e-07, + 7.313131504815829e-07, + 7.296262651834695e-07, + 7.279472811205778e-07, + 7.262761982929078e-07, + 7.246146083161875e-07, + 7.229613174786209e-07, + 7.21317121588072e-07, + 7.196820774879598e-07, + 7.1805538937042e-07, + 7.164377393564791e-07, + 7.148292411329749e-07, + 7.132309178814467e-07, + 7.11641348516423e-07, + 7.100621814970509e-07, + 7.084933599799115e-07, + 7.069330081321823e-07, + 7.053826607261726e-07, + 7.038406693027355e-07, + 7.023081138868292e-07, + 7.007849944784539e-07, + 6.992699468355568e-07, + 6.977628004278813e-07, + 6.962628731344012e-07, + 6.947708470761427e-07, + 6.932859832886606e-07, + 6.918089070495625e-07, + 6.9033853833389e-07, + 6.888769235047221e-07, + 6.874227551634249e-07, + 6.859755785626476e-07, + 6.845368716312805e-07, + 6.831054975009465e-07, + 6.816814561716456e-07, + 6.802646907999588e-07, + 6.788556561332371e-07, + 6.774546932319936e-07, + 6.760607789146889e-07, + 6.746737426510663e-07, + 6.732933002240316e-07, + 6.71919735850679e-07, + 6.705521400363068e-07, + 6.691913085887791e-07, + 6.67837127821258e-07, + 6.664891998298117e-07, + 6.651478656749532e-07, + 6.638132958869392e-07, + 6.62484069380298e-07, + 6.611612661799882e-07, + 6.598447725991718e-07, + 6.585346454812679e-07, + 6.572303163920878e-07, + 6.559346275025746e-07, + 6.546451345457172e-07, + 6.533633722938248e-07, + 6.520874649140751e-07, + 6.508175829367246e-07, + 6.495540105788677e-07, + 6.482962930931535e-07, + 6.470451694440271e-07, + 6.45800867005164e-07, + 6.445623625950248e-07, + 6.433286898754886e-07, + 6.421002467504877e-07, + 6.408774879673729e-07, + 6.396610956471704e-07, + 6.384502739820164e-07, + 6.372463303705445e-07, + 6.360489805956604e-07, + 6.348570309455681e-07, + 6.336722435662523e-07, + 6.32494163710362e-07, + 6.313214271358447e-07, + 6.301553412413341e-07, + 6.289944280979398e-07, + 6.278389719227562e-07, + 6.266889158723643e-07, + 6.25543918886251e-07, + 6.244039809644164e-07, + 6.23269670541049e-07, + 6.221402486517036e-07, + 6.210156016095425e-07, + 6.198957862579846e-07, + 6.187812573443807e-07, + 6.176719011818932e-07, + 6.165674335534277e-07, + 6.154679113024031e-07, + 6.143738460195891e-07, + 6.132844987405406e-07, + 6.122004378994461e-07, + 6.111210382186982e-07, + 6.100469818193233e-07, + 6.08977927640808e-07, + 6.07913307248964e-07 + ], + "training_efficiencies": [ + NaN, + NaN, + NaN, + 7.284604362212121e-05, + 8.817263733362779e-05, + 9.17940415092744e-05, + 7.850027759559453e-05, + 7.148896838771179e-05, + 6.405987369362265e-05, + 5.379857248044573e-05, + 4.857900057686493e-05, + 4.431370325619355e-05, + 4.107155109522864e-05, + 3.7472043914021924e-05, + 3.462449603830464e-05, + 3.27965353790205e-05, + 3.0433528081630357e-05, + 2.8663331249845214e-05, + 2.738768671406433e-05, + 2.5974899472203106e-05, + 2.4867604224709794e-05, + 2.398723336227704e-05, + 2.3064676497597247e-05, + 2.2297446776065044e-05, + 2.1670757632819004e-05, + 2.114809103659354e-05, + 2.0581130229402333e-05, + 2.009327545238193e-05, + 1.9661016267491505e-05, + 1.920320028148126e-05, + 1.8796095901052468e-05, + 1.842683195718564e-05, + 1.8040002032648772e-05, + 1.7684353224467486e-05, + 1.7358019249513745e-05, + 1.705306931398809e-05, + 1.673400947765913e-05, + 1.6438920283690095e-05, + 1.6162182873813435e-05, + 1.587886617926415e-05, + 1.5610410628141835e-05, + 1.5354104107245803e-05, + 1.5094035916263238e-05, + 1.4846054909867235e-05, + 1.460906150896335e-05, + 1.4370109965966549e-05, + 1.4141141036816407e-05, + 1.3925926396041177e-05, + 1.3715500244870782e-05, + 1.3495777238858864e-05, + 1.3289059097587597e-05, + 1.3088885680190288e-05, + 1.2879999303549994e-05, + 1.2683243767241947e-05, + 1.2489538676163647e-05, + 1.2296644854359329e-05, + 1.2106298527214676e-05, + 1.1915341929125134e-05, + 1.1726214324880857e-05, + 1.1539370461832732e-05, + 1.1355054994055536e-05, + 1.1181527042936068e-05, + 1.1006706699845381e-05, + 1.0841718903975561e-05, + 1.0674079021555372e-05, + 1.0498343726794701e-05, + 1.0332959391234908e-05, + 1.0166702850256115e-05, + 9.991322258429136e-06, + 9.826750101638027e-06, + 9.65861909207888e-06, + 9.501067324890755e-06, + 9.333466550742742e-06, + 9.165853953163605e-06, + 9.009340828924906e-06, + 8.848303878039587e-06, + 8.68926781549817e-06, + 8.54085465107346e-06, + 8.39141102915164e-06, + 8.251632607425563e-06, + 8.115455784718506e-06, + 7.978756912052631e-06, + 7.850658221286722e-06, + 7.727045158389956e-06, + 7.60831562729436e-06, + 7.4922145358868875e-06, + 7.380725946859457e-06, + 7.275698408193421e-06, + 7.170327535277465e-06, + 7.06923992765951e-06, + 6.973744802962756e-06, + 6.878346539451741e-06, + 6.7868895712308586e-06, + 6.700236554024741e-06, + 6.617242434003856e-06, + 6.5354001890227664e-06, + 6.456746177718742e-06, + 6.381128514476586e-06, + 6.306442173809046e-06, + 6.234493866941193e-06, + 6.165130344015779e-06, + 6.09653397987131e-06, + 6.030331860529259e-06, + 5.96703966948553e-06, + 5.903658802708378e-06, + 5.842437985847937e-06, + 5.783790584246162e-06, + 5.727179086534306e-06, + 5.670796326739946e-06, + 5.616664566332474e-06, + 5.564379080169601e-06, + 5.512431471288437e-06, + 5.462398803501856e-06, + 5.414073257270502e-06, + 5.36601555722882e-06, + 5.319613137544366e-06, + 5.274660452414537e-06, + 5.229923772276379e-06, + 5.186570888326969e-06, + 5.144686383573571e-06, + 5.104063802718883e-06, + 5.063378466729773e-06, + 5.024014626542339e-06, + 4.985765372111928e-06, + 4.947441539115971e-06, + 4.9103141464001965e-06, + 4.874148089584196e-06, + 4.838079803448636e-06, + 4.802951934834709e-06, + 4.768664894072572e-06, + 4.7353860281873494e-06, + 4.702050773630617e-06, + 4.669529062084621e-06, + 4.637930032913573e-06, + 4.606264610629296e-06, + 4.575475486490177e-06, + 4.545416231849231e-06, + 4.5153337850933895e-06, + 4.486055786401266e-06, + 4.457534942048369e-06, + 4.429052296472946e-06, + 4.401302703627152e-06, + 4.374229320092127e-06, + 4.347835783846676e-06, + 4.321457709011156e-06, + 4.295732196624158e-06, + 4.270629233360523e-06, + 4.245528543833643e-06, + 4.220972186885774e-06, + 4.1969906305894256e-06, + 4.172972694505006e-06, + 4.149505002715159e-06, + 4.126525709580164e-06, + 4.104008894501021e-06, + 4.081490715179825e-06, + 4.059444563608849e-06, + 4.037838607473532e-06, + 4.016231741843512e-06, + 3.995074166596169e-06, + 3.9743631532473955e-06, + 3.953612576879095e-06, + 3.933287644031225e-06, + 3.913380169251468e-06, + 3.893449502356816e-06, + 3.87388081435347e-06, + 3.854703209071886e-06, + 3.835875759250484e-06, + 3.817041942966171e-06, + 3.7985321341693634e-06, + 3.7803486065968173e-06, + 3.762160304177087e-06, + 3.7442778193508275e-06, + 3.72670160686539e-06, + 3.7091226658958476e-06, + 3.6918472687830217e-06, + 3.6748888305737637e-06, + 3.657924935396295e-06, + 3.6412566259969026e-06, + 3.6248859487386653e-06, + 3.608807219279697e-06, + 3.592711664168746e-06, + 3.5768962334259413e-06, + 3.5613527415989665e-06, + 3.5458040201774566e-06, + 3.530525873429724e-06, + 3.515494654493523e-06, + 3.5004588880838128e-06, + 3.485658680801862e-06, + 3.471088803053135e-06, + 3.456756303421571e-06, + 3.442416300458717e-06, + 3.4283061722817365e-06, + 3.4144209166697692e-06, + 3.400502919248538e-06, + 3.386803427929408e-06, + 3.373305617060396e-06, + 3.359793481649831e-06, + 3.3464889384049457e-06, + 3.333367430968792e-06, + 3.3202427403011825e-06, + 3.307303359179059e-06, + 3.2945436032605357e-06, + 3.281973476987332e-06, + 3.2693935736460844e-06, + 3.2569976156082703e-06, + 3.2447896956000477e-06, + 3.2325726806448074e-06, + 3.220530516045983e-06, + 3.208660473319469e-06, + 3.1967915674613323e-06, + 3.18508909913362e-06, + 3.173553523083683e-06, + 3.162015218549641e-06, + 3.150651082250988e-06, + 3.139446789646172e-06, + 3.1283937005355256e-06, + 3.1173462957667653e-06, + 3.1064623726706486e-06, + 3.0957223771110876e-06, + 3.084992385993246e-06, + 3.0744020023121266e-06, + 3.0639471333415713e-06, + 3.0534899906342616e-06, + 3.043166316274437e-06, + 3.03296701531508e-06, + 3.0228948162402958e-06, + 3.012818297065678e-06, + 3.0028695618966594e-06, + 2.993044063259731e-06, + 2.9832081054337323e-06, + 2.973486289192806e-06, + 2.9638829346367856e-06, + 2.9542698030127212e-06, + 2.944761490653036e-06, + 2.935367092504748e-06, + 2.925967010014574e-06, + 2.9166781132516917e-06, + 2.907480393332662e-06, + 2.8983765787415905e-06, + 2.88927071778744e-06, + 2.8802705855923705e-06, + 2.8713814117509173e-06, + 2.862490646293736e-06, + 2.8537012894958025e-06, + 2.8450117497413885e-06, + 2.8363172077661147e-06, + 2.8277274850552203e-06, + 2.8192334866616875e-06, + 2.8108252081437968e-06, + 2.802418975988985e-06, + 2.794104830172728e-06, + 2.7858809517056216e-06, + 2.7776557089964626e-06, + 2.769517777778674e-06, + 2.7614698865363607e-06, + 2.7534210857993457e-06, + 2.7454505016066832e-06, + 2.7375701847631717e-06, + 2.729689185798634e-06, + 2.7218859486310976e-06, + 2.71416411123937e-06, + 2.7065168524131877e-06, + 2.6988670924765756e-06, + 2.691296003831667e-06, + 2.6838031317311106e-06, + 2.6763109417515807e-06, + 2.6688944672059733e-06, + 2.661545750015648e-06, + 2.6541972601989983e-06, + 2.6469272143003764e-06, + 2.639735839693458e-06, + 2.6325446924602147e-06, + 2.6254231215716572e-06, + 2.618370444906759e-06, + 2.611385980344494e-06, + 2.6044024252769304e-06, + 2.5974857180699473e-06, + 2.5906317659973865e-06, + 2.5837762223090976e-06, + 2.57698548011831e-06, + 2.5702579478092957e-06, + 2.563527232268825e-06, + 2.556859271862777e-06, + 2.5502615699224407e-06, + 2.5437250315007987e-06, + 2.537193722673692e-06, + 2.5307263058493845e-06, + 2.524317778807017e-06, + 2.5179169824696146e-06, + 2.5115780317719327e-06, + 2.505296151866787e-06, + 2.4990220026666066e-06, + 2.4928035600169096e-06, + 2.486641733412398e-06, + 2.4804835447866935e-06, + 2.474379243722069e-06, + 2.4683329229446827e-06, + 2.4623384433652973e-06, + 2.456344418533263e-06, + 2.4504063276253873e-06, + 2.4445187136734603e-06, + 2.4386322365899105e-06, + 2.432794644846581e-06, + 2.4270063931908226e-06, + 2.4212172320403624e-06, + 2.415474000372342e-06, + 2.4097785171761643e-06, + 2.4041291908361018e-06, + 2.3984800918697147e-06, + 2.392872147538583e-06, + 2.3873049030953553e-06, + 2.3817385681468295e-06, + 2.37621384258091e-06, + 2.370733227508026e-06, + 2.3652537493035197e-06, + 2.3598154257342685e-06, + 2.3544207579107024e-06, + 2.3490283638238907e-06, + 2.3436828087142203e-06, + 2.338379772481858e-06, + 2.333124257347663e-06, + 2.327875336050056e-06, + 2.322667569387704e-06, + 2.317505277460441e-06, + 2.312344122401555e-06, + 2.3072268504620297e-06, + 2.302153006894514e-06, + 2.2970803001953755e-06, + 2.2920457922737114e-06, + 2.2870472093927674e-06, + 2.2820497633802006e-06, + 2.2770880150346784e-06, + 2.2721633285982534e-06, + 2.2672725208394695e-06, + 2.2623862605541945e-06, + 2.2575363800569903e-06, + 2.2527206056111027e-06, + 2.2479091512650484e-06, + 2.2431331672123633e-06, + 2.2383921987056965e-06, + 2.2336528218147578e-06, + 2.2289495973382145e-06, + 2.2242838895181194e-06, + 2.2196516056283144e-06, + 2.2150197764858603e-06, + 2.210420234405319e-06, + 2.205853434134042e-06, + 2.201285269620712e-06, + 2.196749392169295e-06, + 2.19224534703244e-06, + 2.1877410745219095e-06, + 2.183268634325941e-06, + 2.1788280264445348e-06, + 2.1743849174526986e-06, + 2.1699727312807227e-06, + 2.1655907858075807e-06, + 2.1612390810332727e-06, + 2.1568869215116138e-06, + 2.152572278646403e-06, + 2.1482869669853244e-06, + 2.14400893128186e-06, + 2.1397586351667996e-06, + 2.1355372155085206e-06, + 2.1313178422133205e-06, + 2.127126890627551e-06, + 2.122966179740615e-06, + 2.1188363916735398e-06, + 2.114707967848517e-06, + 2.1106036456330912e-06, + 2.106524789269315e-06, + 2.102447524521267e-06, + 2.0983993636036757e-06, + 2.0943773506587604e-06, + 2.0903617041767575e-06, + 2.0863751615252113e-06, + 2.0824145394726656e-06, + 2.0784614207514096e-06, + 2.074538315355312e-06, + 2.070639993689838e-06, + 2.0667712306021713e-06, + 2.0629038317565573e-06, + 2.059061898762593e-06, + 2.055244749499252e-06, + 2.051429191851639e-06, + 2.0476372810662724e-06, + 2.043871290879906e-06, + 2.0401066649355926e-06, + 2.0363643216114724e-06, + 2.0326451704022475e-06, + 2.0289289750508033e-06, + 2.0252366539352806e-06, + 2.0215670701873023e-06, + 2.017920678554219e-06, + 2.0142781522736186e-06, + 2.0106574538658606e-06, + 2.007061084441375e-06, + 2.003466079258942e-06, + 1.9998954030597815e-06, + 1.9963474642281653e-06, + 1.9928011170122772e-06 + ], + "stabilities": [ + NaN, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.987876296043396, + 1.0, + 0.9643048048019409, + 0.9672023057937622, + 1.0, + 0.975564181804657, + 0.9954142570495605, + 1.0, + 0.9860339164733887, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999755620956421, + 0.9997130632400513, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998699426651001, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995408058166504, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999790787696838, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993648529052734, + 1.0, + 1.0, + 0.9999074339866638, + 0.9996204972267151, + 1.0, + 0.9996375441551208, + 1.0, + 0.9985754489898682, + 0.9995368123054504, + 1.0, + 0.9991102814674377, + 0.9984416365623474, + 1.0, + 0.9987000823020935, + 1.0, + 1.0, + 0.9998897314071655, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997812509536743, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999161958694458, + 1.0, + 0.9999841451644897, + 1.0, + 1.0, + 0.9991351962089539, + 1.0, + 1.0, + 0.9995479583740234, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996550679206848, + 1.0, + 1.0, + 0.9992837905883789, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998739361763, + 0.9998090267181396, + 1.0, + 1.0, + 1.0, + 0.9992300271987915, + 0.9990429878234863, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998951554298401, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987291693687439, + 1.0, + 0.9991639852523804, + 0.9993684887886047, + 1.0, + 0.9988543391227722, + 0.9992937445640564, + 1.0, + 0.9988081455230713, + 1.0, + 0.999762773513794, + 0.9994739294052124, + 1.0, + 0.9991900324821472, + 1.0, + 1.0, + 0.9992808103561401, + 1.0, + 0.9999276995658875, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998377561569214, + 0.9992378950119019, + 1.0, + 0.9989262819290161, + 0.998938798904419, + 1.0, + 0.9990196824073792, + 1.0, + 0.9992210268974304, + 0.9991708993911743, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993510842323303, + 1.0, + 1.0, + 0.9993030428886414, + 1.0, + 0.9999626278877258, + 1.0, + 0.9995867609977722, + 0.9993404746055603, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998540282249451, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981833100318909, + 1.0, + 0.998726487159729, + 1.0, + 1.0, + 0.9998260140419006, + 1.0, + 0.9994343519210815, + 0.9992266893386841, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994235038757324, + 1.0, + 0.9988206624984741, + 0.9991824626922607, + 1.0, + 0.9984179735183716, + 0.9988290667533875, + 1.0, + 0.9987927675247192, + 1.0, + 0.9997032880783081, + 0.9997771978378296, + 1.0, + 0.9999887943267822, + 0.9994322061538696, + 1.0, + 1.0, + 1.0, + 0.9996529817581177, + 0.9995989203453064, + 1.0, + 0.9997282028198242, + 0.9993544220924377, + 1.0, + 0.9992729425430298, + 1.0, + 0.9992148280143738, + 0.9996029734611511, + 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 + ], + "opt_steps": [ + 0.0, + 0.0, + 0.0, + 10240.0, + 10240.0, + 10240.0, + 20480.0, + 20480.0, + 20480.0, + 30720.0, + 30720.0, + 30720.0, + 30720.0, + 40960.0, + 40960.0, + 40960.0, + 51200.0, + 51200.0, + 51200.0, + 61440.0, + 61440.0, + 61440.0, + 71680.0, + 71680.0, + 71680.0, + 71680.0, + 81920.0, + 81920.0, + 81920.0, + 92160.0, + 92160.0, + 92160.0, + 102400.0, + 102400.0, + 102400.0, + 102400.0, + 112640.0, + 112640.0, + 112640.0, + 122880.0, + 122880.0, + 122880.0, + 133120.0, + 133120.0, + 133120.0, + 143360.0, + 143360.0, + 143360.0, + 143360.0, + 153600.0, + 153600.0, + 153600.0, + 163840.0, + 163840.0, + 163840.0, + 174080.0, + 174080.0, + 174080.0, + 184320.0, + 184320.0, + 184320.0, + 184320.0, + 194560.0, + 194560.0, + 194560.0, + 204800.0, + 204800.0, + 204800.0, + 215040.0, + 215040.0, + 215040.0, + 215040.0, + 225280.0, + 225280.0, + 225280.0, + 235520.0, + 235520.0, + 235520.0, + 245760.0, + 245760.0, + 245760.0, + 256000.0, + 256000.0, + 256000.0, + 256000.0, + 266240.0, + 266240.0, + 266240.0, + 276480.0, + 276480.0, + 276480.0, + 286720.0, + 286720.0, + 286720.0, + 286720.0, + 296960.0, + 296960.0, + 296960.0, + 307200.0, + 307200.0, + 307200.0, + 317440.0, + 317440.0, + 317440.0, + 327680.0, + 327680.0, + 327680.0, + 327680.0, + 337920.0, + 337920.0, + 337920.0, + 348160.0, + 348160.0, + 348160.0, + 358400.0, + 358400.0, + 358400.0, + 368640.0, + 368640.0, + 368640.0, + 368640.0, + 378880.0, + 378880.0, + 378880.0, + 389120.0, + 389120.0, + 389120.0, + 399360.0, + 399360.0, + 399360.0, + 399360.0, + 409600.0, + 409600.0, + 409600.0, + 419840.0, + 419840.0, + 419840.0, + 430080.0, + 430080.0, + 430080.0, + 440320.0, + 440320.0, + 440320.0, + 440320.0, + 450560.0, + 450560.0, + 450560.0, + 460800.0, + 460800.0, + 460800.0, + 471040.0, + 471040.0, + 471040.0, + 471040.0, + 481280.0, + 481280.0, + 481280.0, + 491520.0, + 491520.0, + 491520.0, + 501760.0, + 501760.0, + 501760.0, + 512000.0, + 512000.0, + 512000.0, + 512000.0, + 522240.0, + 522240.0, + 522240.0, + 532480.0, + 532480.0, + 532480.0, + 542720.0, + 542720.0, + 542720.0, + 552960.0, + 552960.0, + 552960.0, + 552960.0, + 563200.0, + 563200.0, + 563200.0, + 573440.0, + 573440.0, + 573440.0, + 583680.0, + 583680.0, + 583680.0, + 583680.0, + 593920.0, + 593920.0, + 593920.0, + 604160.0, + 604160.0, + 604160.0, + 614400.0, + 614400.0, + 614400.0, + 624640.0, + 624640.0, + 624640.0, + 624640.0, + 634880.0, + 634880.0, + 634880.0, + 645120.0, + 645120.0, + 645120.0, + 655360.0, + 655360.0, + 655360.0, + 665600.0, + 665600.0, + 665600.0, + 665600.0, + 675840.0, + 675840.0, + 675840.0, + 686080.0, + 686080.0, + 686080.0, + 696320.0, + 696320.0, + 696320.0, + 696320.0, + 706560.0, + 706560.0, + 706560.0, + 716800.0, + 716800.0, + 716800.0, + 727040.0, + 727040.0, + 727040.0, + 737280.0, + 737280.0, + 737280.0, + 737280.0, + 747520.0, + 747520.0, + 747520.0, + 757760.0, + 757760.0, + 757760.0, + 768000.0, + 768000.0, + 768000.0, + 768000.0, + 778240.0, + 778240.0, + 778240.0, + 788480.0, + 788480.0, + 788480.0, + 798720.0, + 798720.0, + 798720.0, + 808960.0, + 808960.0, + 808960.0, + 808960.0, + 819200.0, + 819200.0, + 819200.0, + 829440.0, + 829440.0, + 829440.0, + 839680.0, + 839680.0, + 839680.0, + 849920.0, + 849920.0, + 849920.0, + 849920.0, + 860160.0, + 860160.0, + 860160.0, + 870400.0, + 870400.0, + 870400.0, + 880640.0, + 880640.0, + 880640.0, + 880640.0, + 890880.0, + 890880.0, + 890880.0, + 901120.0, + 901120.0, + 901120.0, + 911360.0, + 911360.0, + 911360.0, + 921600.0, + 921600.0, + 921600.0, + 921600.0, + 931840.0, + 931840.0, + 931840.0, + 942080.0, + 942080.0, + 942080.0, + 952320.0, + 952320.0, + 952320.0, + 952320.0, + 962560.0, + 962560.0, + 962560.0, + 972800.0, + 972800.0, + 972800.0, + 983040.0, + 983040.0, + 983040.0, + 993280.0, + 993280.0, + 993280.0, + 993280.0, + 1003520.0, + 1003520.0, + 1003520.0, + 1013760.0, + 1013760.0, + 1013760.0, + 1024000.0, + 1024000.0, + 1024000.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1044480.0, + 1044480.0, + 1044480.0, + 1054720.0, + 1054720.0, + 1054720.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1075200.0, + 1075200.0, + 1075200.0, + 1085440.0, + 1085440.0, + 1085440.0, + 1095680.0, + 1095680.0, + 1095680.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1116160.0, + 1116160.0, + 1116160.0, + 1126400.0, + 1126400.0, + 1126400.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1146880.0, + 1146880.0, + 1146880.0, + 1157120.0, + 1157120.0, + 1157120.0, + 1167360.0, + 1167360.0, + 1167360.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1187840.0, + 1187840.0, + 1187840.0, + 1198080.0, + 1198080.0, + 1198080.0, + 1208320.0, + 1208320.0, + 1208320.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1228800.0, + 1228800.0, + 1228800.0, + 1239040.0, + 1239040.0, + 1239040.0, + 1249280.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_df_eval.csv b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..12ffd86c2608cd0cd9b36081677b4d2d45ab8c54 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_df_eval.csv @@ -0,0 +1,401 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +,,,344.82758,10000.0,29.0,625.0,,0.0,0.00022,0.2, +14.388322,14.388322,,625.0,20000.0,32.0,1250.0,,0.0,0.00022,0.2, +14.388322,14.388322,,882.35297,30000.0,34.0,1875.0,,0.0,0.00022,0.2, +12.336469,13.704371,0.039473392,360.36035,40000.0,111.0,2500.0,,10240.0,0.00022,0.2,2.868287 +14.4278145,13.885232,0.039473392,438.5965,50000.0,114.0,3125.0,,10240.0,0.00022,0.2,2.868287 +14.4278145,13.993749,0.039473392,512.8205,60000.0,117.0,3750.0,,10240.0,0.00022,0.2,2.868287 +14.766175,14.122486,-0.020417511,364.58334,70000.0,192.0,4375.0,,20480.0,0.00022,0.2,2.8793294 +14.766175,14.214441,-0.020417511,410.2564,80000.0,195.0,5000.0,,20480.0,0.00022,0.2,2.8793294 +16.018614,14.439963,-0.020417511,454.54544,90000.0,198.0,5625.0,,20480.0,0.00022,0.2,2.8793294 +16.749176,14.696544,-0.030618263,364.9635,100000.0,274.0,6250.0,,30720.0,0.00022,0.2,2.8780065 +16.749176,14.901807,-0.030618263,398.55072,110000.0,276.0,6875.0,,30720.0,0.00022,0.2,2.8780065 +18.164743,15.198438,-0.030618263,430.1075,120000.0,279.0,7500.0,,30720.0,0.00022,0.2,2.8780065 +20.420948,15.633647,-0.030618263,460.99292,130000.0,282.0,8125.0,,30720.0,0.00022,0.2,2.8780065 +20.420948,16.0019,-0.023889136,389.97214,140000.0,359.0,8750.0,,40960.0,0.00022,0.2,2.8813953 +22.18424,16.443495,-0.023889136,415.51245,150000.0,361.0,9375.0,,40960.0,0.00022,0.2,2.8813953 +22.18424,16.826212,-0.023889136,439.56042,160000.0,364.0,10000.0,,40960.0,0.00022,0.2,2.8813953 +23.037895,17.214443,-0.030147199,385.48752,170000.0,441.0,10625.0,,51200.0,0.00022,0.2,2.8802772 +24.303667,17.631456,-0.030147199,405.4054,180000.0,444.0,11250.0,,51200.0,0.00022,0.2,2.8802772 +24.303667,18.002136,-0.030147199,425.05594,190000.0,447.0,11875.0,,51200.0,0.00022,0.2,2.8802772 +25.461475,18.394733,-0.032802086,382.40918,200000.0,523.0,12500.0,,61440.0,0.00022,0.2,2.8813334 +26.702087,18.8101,-0.032802086,400.0,210000.0,525.0,13125.0,,61440.0,0.00022,0.2,2.8813334 +26.702087,19.18591,-0.032802086,416.66666,220000.0,528.0,13750.0,,61440.0,0.00022,0.2,2.8813334 +27.812496,19.578028,-0.030468663,380.7947,230000.0,604.0,14375.0,,71680.0,0.00022,0.2,2.8673174 +27.812496,19.936047,-0.030468663,395.38715,240000.0,607.0,15000.0,,71680.0,0.00022,0.2,2.8673174 +29.46498,20.333084,-0.030468663,410.50903,250000.0,609.0,15625.0,,71680.0,0.00022,0.2,2.8673174 +31.284414,20.771137,-0.030468663,424.8366,260000.0,612.0,16250.0,,71680.0,0.00022,0.2,2.8673174 +31.284414,21.175495,-0.025391294,391.87228,270000.0,689.0,16875.0,,81920.0,0.00022,0.2,2.8550973 +33.4692,21.630816,-0.025391294,404.62427,280000.0,692.0,17500.0,,81920.0,0.00022,0.2,2.8550973 +35.693348,22.13305,-0.025391294,417.26617,290000.0,695.0,18125.0,,81920.0,0.00022,0.2,2.8550973 +35.693348,22.600647,-0.039090462,389.10507,300000.0,771.0,18750.0,,92160.0,0.00022,0.2,2.8369336 +37.54254,23.098711,-0.039090462,400.51678,310000.0,774.0,19375.0,,92160.0,0.00022,0.2,2.8369336 +37.54254,23.56464,-0.039090462,411.84042,320000.0,777.0,20000.0,,92160.0,0.00022,0.2,2.8369336 +38.890774,24.043581,-0.046766832,387.77908,330000.0,851.0,20625.0,,102400.0,0.00022,0.2,2.8290236 +40.000553,24.527126,-0.046766832,398.12646,340000.0,854.0,21250.0,,102400.0,0.00022,0.2,2.8290236 +40.000553,24.982225,-0.046766832,408.4014,350000.0,857.0,21875.0,,102400.0,0.00022,0.2,2.8290236 +41.838467,25.463833,-0.046766832,418.60464,360000.0,860.0,22500.0,,102400.0,0.00022,0.2,2.8290236 +42.547546,25.93838,-0.050982732,395.72192,370000.0,935.0,23125.0,,112640.0,0.00022,0.2,2.8054008 +42.547546,26.387276,-0.050982732,405.54962,380000.0,937.0,23750.0,,112640.0,0.00022,0.2,2.8054008 +43.30008,26.83235,-0.050982732,414.89362,390000.0,940.0,24375.0,,112640.0,0.00022,0.2,2.8054008 +43.30008,27.2546,-0.058316868,394.08868,400000.0,1015.0,25000.0,,122880.0,0.00022,0.2,2.7747552 +44.136135,27.67664,-0.058316868,402.7505,410000.0,1018.0,25625.0,,122880.0,0.00022,0.2,2.7747552 +44.68486,28.091473,-0.058316868,411.7647,420000.0,1020.0,26250.0,,122880.0,0.00022,0.2,2.7747552 +44.68486,28.486551,-0.06409394,393.053,430000.0,1094.0,26875.0,,133120.0,0.00022,0.2,2.753781 +45.838673,28.890089,-0.06409394,401.0939,440000.0,1097.0,27500.0,,133120.0,0.00022,0.2,2.753781 +45.930325,29.277367,-0.06409394,409.0909,450000.0,1100.0,28125.0,,133120.0,0.00022,0.2,2.753781 +45.930325,29.64743,-0.06505593,391.48935,460000.0,1175.0,28750.0,,143360.0,0.00022,0.2,2.747929 +46.361397,30.010778,-0.06505593,398.98132,470000.0,1178.0,29375.0,,143360.0,0.00022,0.2,2.747929 +46.361397,30.35867,-0.06505593,406.4352,480000.0,1181.0,30000.0,,143360.0,0.00022,0.2,2.747929 +47.217964,30.709906,-0.06505593,413.85135,490000.0,1184.0,30625.0,,143360.0,0.00022,0.2,2.747929 +47.35062,31.049511,-0.06491276,397.45627,500000.0,1258.0,31250.0,,153600.0,0.00022,0.2,2.7278957 +47.35062,31.375532,-0.06491276,404.44092,510000.0,1261.0,31875.0,,153600.0,0.00022,0.2,2.7278957 +48.03714,31.70223,-0.06491276,411.3924,520000.0,1264.0,32500.0,,153600.0,0.00022,0.2,2.7278957 +48.429398,32.023907,-0.0644389,396.11362,530000.0,1338.0,33125.0,,163840.0,0.00022,0.2,2.7094088 +48.429398,32.333447,-0.0644389,402.68457,540000.0,1341.0,33750.0,,163840.0,0.00022,0.2,2.7094088 +49.108192,32.64409,-0.0644389,409.2262,550000.0,1344.0,34375.0,,163840.0,0.00022,0.2,2.7094088 +49.108192,32.943436,-0.06487497,394.6441,560000.0,1419.0,35000.0,,174080.0,0.00022,0.2,2.698007 +49.901596,33.246258,-0.06487497,400.84387,570000.0,1422.0,35625.0,,174080.0,0.00022,0.2,2.698007 +50.403267,33.54726,-0.06487497,407.01755,580000.0,1425.0,36250.0,,174080.0,0.00022,0.2,2.698007 +50.403267,33.837883,-0.0627309,393.33334,590000.0,1500.0,36875.0,,184320.0,0.00022,0.2,2.6906667 +50.759846,34.124695,-0.0627309,399.2016,600000.0,1503.0,37500.0,,184320.0,0.00022,0.2,2.6906667 +51.349453,34.411777,-0.0627309,404.7777,610000.0,1507.0,38125.0,,184320.0,0.00022,0.2,2.6906667 +51.349453,34.68944,-0.0627309,410.59604,620000.0,1510.0,38750.0,,184320.0,0.00022,0.2,2.6906667 +51.89506,34.96695,-0.064855024,397.97852,630000.0,1583.0,39375.0,,194560.0,0.00022,0.2,2.672264 +51.89506,35.23565,-0.064855024,403.53088,640000.0,1586.0,40000.0,,194560.0,0.00022,0.2,2.672264 +52.64444,35.507664,-0.064855024,409.06232,650000.0,1589.0,40625.0,,194560.0,0.00022,0.2,2.672264 +53.391823,35.782806,-0.06168409,396.8731,660000.0,1663.0,41250.0,,204800.0,0.00022,0.2,2.6513953 +53.391823,36.04961,-0.06168409,402.16086,670000.0,1666.0,41875.0,,204800.0,0.00022,0.2,2.6513953 +54.245743,36.321194,-0.06168409,407.4296,680000.0,1669.0,42500.0,,204800.0,0.00022,0.2,2.6513953 +54.995243,36.595814,-0.05918355,395.8692,690000.0,1743.0,43125.0,,215040.0,0.00022,0.2,2.6266766 +54.995243,36.862476,-0.05918355,400.91638,700000.0,1746.0,43750.0,,215040.0,0.00022,0.2,2.6266766 +56.11438,37.1375,-0.05918355,405.94626,710000.0,1749.0,44375.0,,215040.0,0.00022,0.2,2.6266766 +56.11438,37.40477,-0.05918355,410.7245,720000.0,1753.0,45000.0,,215040.0,0.00022,0.2,2.6266766 +56.184326,37.6656,-0.054632902,399.78094,730000.0,1826.0,45625.0,,225280.0,0.00022,0.2,2.6211553 +57.558968,37.93811,-0.054632902,404.59268,740000.0,1829.0,46250.0,,225280.0,0.00022,0.2,2.6211553 +57.558968,38.20326,-0.054632902,409.38864,750000.0,1832.0,46875.0,,225280.0,0.00022,0.2,2.6211553 +58.02969,38.467613,-0.05468717,398.7408,760000.0,1906.0,47500.0,,235520.0,0.00022,0.2,2.610714 +59.26155,38.74122,-0.05468717,403.35254,770000.0,1909.0,48125.0,,235520.0,0.00022,0.2,2.610714 +59.26155,39.007713,-0.05468717,407.9498,780000.0,1912.0,48750.0,,235520.0,0.00022,0.2,2.610714 +60.07687,39.277832,-0.058839288,397.7845,790000.0,1986.0,49375.0,,245760.0,0.00022,0.2,2.6088145 +60.07687,39.541107,-0.058839288,402.01004,800000.0,1990.0,50000.0,,245760.0,0.00022,0.2,2.6088145 +60.4532,39.80251,-0.058839288,406.4225,810000.0,1993.0,50625.0,,245760.0,0.00022,0.2,2.6088145 +61.829994,40.074455,-0.058640875,396.51837,820000.0,2068.0,51250.0,,256000.0,0.00022,0.2,2.589032 +61.829994,40.339767,-0.058640875,400.77258,830000.0,2071.0,51875.0,,256000.0,0.00022,0.2,2.589032 +62.695972,40.60912,-0.058640875,405.01447,840000.0,2074.0,52500.0,,256000.0,0.00022,0.2,2.589032 +63.686657,40.883854,-0.058640875,409.2441,850000.0,2077.0,53125.0,,256000.0,0.00022,0.2,2.589032 +63.686657,41.152122,-0.057715368,399.07193,860000.0,2155.0,53750.0,,266240.0,0.00022,0.2,2.5596898 +64.96005,41.42896,-0.057715368,403.15106,870000.0,2158.0,54375.0,,266240.0,0.00022,0.2,2.5596898 +64.96005,41.699425,-0.057715368,407.21887,880000.0,2161.0,55000.0,,266240.0,0.00022,0.2,2.5596898 +66.23022,41.978184,-0.057083923,398.0322,890000.0,2236.0,55625.0,,276480.0,0.00022,0.2,2.5449557 +68.20451,42.272865,-0.057083923,401.96515,900000.0,2239.0,56250.0,,276480.0,0.00022,0.2,2.5449557 +68.20451,42.560993,-0.057083923,405.8876,910000.0,2242.0,56875.0,,276480.0,0.00022,0.2,2.5449557 +70.85241,42.871887,-0.050464272,397.0652,920000.0,2317.0,57500.0,,286720.0,0.00022,0.2,2.5139596 +74.540436,43.216114,-0.050464272,400.86206,930000.0,2320.0,58125.0,,286720.0,0.00022,0.2,2.5139596 +74.540436,43.552933,-0.050464272,404.64917,940000.0,2323.0,58750.0,,286720.0,0.00022,0.2,2.5139596 +77.24239,43.91133,-0.050464272,408.42648,950000.0,2326.0,59375.0,,286720.0,0.00022,0.2,2.5139596 +77.24239,44.26218,-0.047947805,399.8334,960000.0,2401.0,60000.0,,296960.0,0.00022,0.2,2.5094204 +82.173195,44.65709,-0.047947805,403.49417,970000.0,2404.0,60625.0,,296960.0,0.00022,0.2,2.5094204 +87.64512,45.100266,-0.047947805,407.1458,980000.0,2407.0,61250.0,,296960.0,0.00022,0.2,2.5094204 +87.64512,45.534393,-0.04471078,399.03265,990000.0,2481.0,61875.0,,307200.0,0.00022,0.2,2.4792309 +93.080345,46.01466,-0.04471078,402.57648,1000000.0,2484.0,62500.0,,307200.0,0.00022,0.2,2.4792309 +97.574745,46.530262,-0.04471078,406.1118,1010000.0,2487.0,63125.0,,307200.0,0.00022,0.2,2.4792309 +97.574745,47.362118,-0.045632895,398.12646,1020000.0,2562.0,63750.0,,317440.0,0.00022,0.2,2.4522457 +102.01109,48.238358,-0.045632895,401.55945,1030000.0,2565.0,64375.0,,317440.0,0.00022,0.2,2.4522457 +102.01109,49.1351,-0.045632895,404.98444,1040000.0,2568.0,65000.0,,317440.0,0.00022,0.2,2.4522457 +106.10371,50.05186,-0.049528435,397.42618,1050000.0,2642.0,65625.0,,327680.0,0.00022,0.2,2.4361138 +109.03888,50.99797,-0.049528435,400.60468,1060000.0,2646.0,66250.0,,327680.0,0.00022,0.2,2.4361138 +109.03888,51.940697,-0.049528435,403.926,1070000.0,2649.0,66875.0,,327680.0,0.00022,0.2,2.4361138 +110.68133,52.89985,-0.049528435,407.2398,1080000.0,2652.0,67500.0,,327680.0,0.00022,0.2,2.4361138 +113.54633,53.875126,-0.05217293,399.85327,1090000.0,2726.0,68125.0,,337920.0,0.00022,0.2,2.4178743 +113.54633,54.8431,-0.05217293,403.07806,1100000.0,2729.0,68750.0,,337920.0,0.00022,0.2,2.4178743 +115.945404,55.835052,-0.05217293,406.29575,1110000.0,2732.0,69375.0,,337920.0,0.00022,0.2,2.4178743 +115.945404,56.812862,-0.05228981,399.14468,1120000.0,2806.0,70000.0,,348160.0,0.00022,0.2,2.4061368 +117.63176,57.78497,-0.05228981,402.27838,1130000.0,2809.0,70625.0,,348160.0,0.00022,0.2,2.4061368 +119.806564,58.778828,-0.05228981,405.4054,1140000.0,2812.0,71250.0,,348160.0,0.00022,0.2,2.4061368 +119.806564,59.755054,-0.052744057,398.4754,1150000.0,2886.0,71875.0,,358400.0,0.00022,0.2,2.362965 +121.54439,60.748657,-0.052744057,401.3841,1160000.0,2890.0,72500.0,,358400.0,0.00022,0.2,2.362965 +122.26208,61.7409,-0.052744057,404.42447,1170000.0,2893.0,73125.0,,358400.0,0.00022,0.2,2.362965 +122.26208,62.72048,-0.05459661,397.57413,1180000.0,2968.0,73750.0,,368640.0,0.00022,0.2,2.3508153 +122.83548,63.7058,-0.05459661,400.40378,1190000.0,2972.0,74375.0,,368640.0,0.00022,0.2,2.3508153 +122.83548,64.67954,-0.05459661,403.36136,1200000.0,2975.0,75000.0,,368640.0,0.00022,0.2,2.3508153 +123.315575,65.645676,-0.05459661,406.31296,1210000.0,2978.0,75625.0,,368640.0,0.00022,0.2,2.3508153 +123.63825,66.615036,-0.05466136,399.34534,1220000.0,3055.0,76250.0,,378880.0,0.00022,0.2,2.337904 +123.63825,67.57329,-0.05466136,402.22366,1230000.0,3058.0,76875.0,,378880.0,0.00022,0.2,2.337904 +122.93667,68.52453,-0.05466136,405.09637,1240000.0,3061.0,77500.0,,378880.0,0.00022,0.2,2.337904 +123.553894,69.46542,-0.05603062,398.59692,1250000.0,3136.0,78125.0,,389120.0,0.00022,0.2,2.3308167 +123.553894,70.38811,-0.05603062,401.40173,1260000.0,3139.0,78750.0,,389120.0,0.00022,0.2,2.3308167 +123.794266,71.31321,-0.05603062,404.20114,1270000.0,3142.0,79375.0,,389120.0,0.00022,0.2,2.3308167 +123.794266,72.21646,-0.057050444,398.00995,1280000.0,3216.0,80000.0,,399360.0,0.00022,0.2,2.3159075 +124.39065,73.10344,-0.057050444,400.62112,1290000.0,3220.0,80625.0,,399360.0,0.00022,0.2,2.3159075 +124.417786,73.99069,-0.057050444,403.35092,1300000.0,3223.0,81250.0,,399360.0,0.00022,0.2,2.3159075 +124.417786,74.859436,-0.057050444,405.9498,1310000.0,3227.0,81875.0,,399360.0,0.00022,0.2,2.3159075 +124.95496,75.73357,-0.060024418,400.0,1320000.0,3300.0,82500.0,,409600.0,0.00022,0.2,2.3205283 +123.04921,76.57515,-0.060024418,402.66425,1330000.0,3303.0,83125.0,,409600.0,0.00022,0.2,2.3205283 +123.04921,77.40563,-0.060024418,405.20108,1340000.0,3307.0,83750.0,,409600.0,0.00022,0.2,2.3205283 +121.31045,78.218735,-0.05898707,399.29016,1350000.0,3381.0,84375.0,,419840.0,0.00022,0.2,2.3708444 +121.31045,79.01345,-0.05898707,401.89127,1360000.0,3384.0,85000.0,,419840.0,0.00022,0.2,2.3708444 +117.788315,79.76586,-0.05898707,404.48776,1370000.0,3387.0,85625.0,,419840.0,0.00022,0.2,2.3708444 +114.803825,80.48842,-0.06109329,398.61353,1380000.0,3462.0,86250.0,,430080.0,0.00022,0.2,2.4105463 +114.803825,81.20346,-0.06109329,401.1544,1390000.0,3465.0,86875.0,,430080.0,0.00022,0.2,2.4105463 +109.50606,81.86551,-0.06109329,403.57452,1400000.0,3469.0,87500.0,,430080.0,0.00022,0.2,2.4105463 +103.672,82.46087,-0.060896095,397.96783,1410000.0,3543.0,88125.0,,440320.0,0.00022,0.2,2.4476 +103.672,83.05074,-0.060896095,400.4512,1420000.0,3546.0,88750.0,,440320.0,0.00022,0.2,2.4476 +98.23584,83.58625,-0.060896095,402.8169,1430000.0,3550.0,89375.0,,440320.0,0.00022,0.2,2.4476 +98.23584,84.11024,-0.060896095,405.2913,1440000.0,3553.0,90000.0,,440320.0,0.00022,0.2,2.4476 +93.57172,84.58665,-0.061067637,399.77942,1450000.0,3627.0,90625.0,,450560.0,0.00022,0.2,2.4836924 +89.90404,85.026375,-0.061067637,402.20386,1460000.0,3630.0,91250.0,,450560.0,0.00022,0.2,2.4836924 +89.90404,85.46181,-0.061067637,404.62427,1470000.0,3633.0,91875.0,,450560.0,0.00022,0.2,2.4836924 +86.82035,85.866394,-0.061012685,399.137,1480000.0,3708.0,92500.0,,460800.0,0.00022,0.2,2.4976044 +85.469284,86.24892,-0.061012685,401.50903,1490000.0,3711.0,93125.0,,460800.0,0.00022,0.2,2.4976044 +85.469284,86.6301,-0.061012685,403.7685,1500000.0,3715.0,93750.0,,460800.0,0.00022,0.2,2.4976044 +84.984406,87.00645,-0.06160302,398.52203,1510000.0,3789.0,94375.0,,471040.0,0.00022,0.2,2.5130482 +84.984406,87.37591,-0.06160302,400.84387,1520000.0,3792.0,95000.0,,471040.0,0.00022,0.2,2.5130482 +85.042946,87.74204,-0.06160302,403.05585,1530000.0,3796.0,95625.0,,471040.0,0.00022,0.2,2.5130482 +84.55242,88.103264,-0.06160302,405.36984,1540000.0,3799.0,96250.0,,471040.0,0.00022,0.2,2.5130482 +84.55242,88.45772,-0.061711438,400.20654,1550000.0,3873.0,96875.0,,481280.0,0.00022,0.2,2.5306058 +86.65495,88.83319,-0.061711438,402.37296,1560000.0,3877.0,97500.0,,481280.0,0.00022,0.2,2.5306058 +88.07932,89.21496,-0.061711438,404.63916,1570000.0,3880.0,98125.0,,481280.0,0.00022,0.2,2.5306058 +88.07932,89.59172,-0.060138386,399.39334,1580000.0,3956.0,98750.0,,491520.0,0.00022,0.2,2.5276551 +89.71033,89.98479,-0.060138386,401.51514,1590000.0,3960.0,99375.0,,491520.0,0.00022,0.2,2.5276551 +89.71033,90.374275,-0.060138386,403.73456,1600000.0,3963.0,100000.0,,491520.0,0.00022,0.2,2.5276551 +91.01623,90.77096,-0.060944326,398.71222,1610000.0,4038.0,100625.0,,501760.0,0.00022,0.2,2.5210395 +93.73084,91.19478,-0.060944326,400.89087,1620000.0,4041.0,101250.0,,501760.0,0.00022,0.2,2.5210395 +93.73084,91.61313,-0.060944326,403.06628,1630000.0,4044.0,101875.0,,501760.0,0.00022,0.2,2.5210395 +95.73641,92.051544,-0.060507234,398.15488,1640000.0,4119.0,102500.0,,512000.0,0.00022,0.2,2.5192184 +97.6458,92.50156,-0.060507234,400.2911,1650000.0,4122.0,103125.0,,512000.0,0.00022,0.2,2.5192184 +97.6458,92.944084,-0.060507234,402.32672,1660000.0,4126.0,103750.0,,512000.0,0.00022,0.2,2.5192184 +99.53205,93.405495,-0.060507234,404.4563,1670000.0,4129.0,104375.0,,512000.0,0.00022,0.2,2.5192184 +99.53205,93.85836,-0.0576406,399.8096,1680000.0,4202.0,105000.0,,522240.0,0.00022,0.2,2.5078263 +103.17682,94.34018,-0.0576406,401.80695,1690000.0,4206.0,105625.0,,522240.0,0.00022,0.2,2.5078263 +105.41654,94.84439,-0.0576406,403.89642,1700000.0,4209.0,106250.0,,522240.0,0.00022,0.2,2.5078263 +105.41654,95.337425,-0.057049792,399.25287,1710000.0,4283.0,106875.0,,532480.0,0.00022,0.2,2.47955 +107.96701,95.85595,-0.057049792,401.21298,1720000.0,4287.0,107500.0,,532480.0,0.00022,0.2,2.47955 +110.29456,96.39705,-0.057049792,403.2634,1730000.0,4290.0,108125.0,,532480.0,0.00022,0.2,2.47955 +110.29456,96.92441,-0.057412125,398.71677,1740000.0,4364.0,108750.0,,542720.0,0.00022,0.2,2.4580827 +113.0711,97.47953,-0.057412125,400.73276,1750000.0,4367.0,109375.0,,542720.0,0.00022,0.2,2.4580827 +113.0711,98.02995,-0.057412125,402.746,1760000.0,4370.0,110000.0,,542720.0,0.00022,0.2,2.4580827 +115.10461,98.58837,-0.055882126,398.28983,1770000.0,4444.0,110625.0,,552960.0,0.00022,0.2,2.4316406 +116.4856,99.16061,-0.055882126,400.26984,1780000.0,4447.0,111250.0,,552960.0,0.00022,0.2,2.4316406 +116.4856,99.7247,-0.055882126,402.2472,1790000.0,4450.0,111875.0,,552960.0,0.00022,0.2,2.4316406 +119.560074,100.319534,-0.055882126,404.1311,1800000.0,4454.0,112500.0,,552960.0,0.00022,0.2,2.4316406 +122.05284,100.935524,-0.054024894,399.82327,1810000.0,4527.0,113125.0,,563200.0,0.00022,0.2,2.4032288 +122.05284,101.537766,-0.054024894,401.766,1820000.0,4530.0,113750.0,,563200.0,0.00022,0.2,2.4032288 +124.55252,102.16499,-0.054024894,403.70615,1830000.0,4533.0,114375.0,,563200.0,0.00022,0.2,2.4032288 +124.55252,102.783554,-0.054875225,399.39224,1840000.0,4607.0,115000.0,,573440.0,0.00022,0.2,2.374152 +126.400246,103.41068,-0.054875225,401.38858,1850000.0,4609.0,115625.0,,573440.0,0.00022,0.2,2.374152 +128.22658,104.05609,-0.054875225,403.2083,1860000.0,4613.0,116250.0,,573440.0,0.00022,0.2,2.374152 +128.22658,104.68875,-0.052760478,399.06104,1870000.0,4686.0,116875.0,,583680.0,0.00022,0.2,2.3521204 +129.00446,105.3292,-0.052760478,400.93835,1880000.0,4689.0,117500.0,,583680.0,0.00022,0.2,2.3521204 +128.91536,105.95603,-0.052760478,402.72748,1890000.0,4693.0,118125.0,,583680.0,0.00022,0.2,2.3521204 +128.91536,106.563156,-0.052760478,404.59967,1900000.0,4696.0,118750.0,,583680.0,0.00022,0.2,2.3521204 +129.13004,107.17239,-0.054525536,400.41928,1910000.0,4770.0,119375.0,,593920.0,0.00022,0.2,2.3284273 +129.13004,107.75517,-0.054525536,402.26273,1920000.0,4773.0,120000.0,,593920.0,0.00022,0.2,2.3284273 +130.15268,108.3113,-0.054525536,404.01926,1930000.0,4777.0,120625.0,,593920.0,0.00022,0.2,2.3284273 +131.04897,108.87639,-0.051894482,400.0825,1940000.0,4849.0,121250.0,,604160.0,0.00022,0.2,2.3055944 +131.04897,109.414444,-0.051894482,401.89612,1950000.0,4852.0,121875.0,,604160.0,0.00022,0.2,2.3055944 +131.10637,109.953094,-0.051894482,403.70752,1960000.0,4855.0,122500.0,,604160.0,0.00022,0.2,2.3055944 +131.38745,110.44524,-0.053435516,399.59433,1970000.0,4930.0,123125.0,,614400.0,0.00022,0.2,2.2845998 +131.38745,110.88267,-0.053435516,401.29712,1980000.0,4934.0,123750.0,,614400.0,0.00022,0.2,2.2845998 +131.66385,111.32286,-0.053435516,403.0788,1990000.0,4937.0,124375.0,,614400.0,0.00022,0.2,2.2845998 +131.66385,111.708694,-0.054610815,399.0423,2000000.0,5012.0,125000.0,,624640.0,0.00022,0.2,2.2720203 +132.3864,112.05681,-0.054610815,400.7976,2010000.0,5015.0,125625.0,,624640.0,0.00022,0.2,2.2720203 +132.25075,112.403564,-0.054610815,402.5508,2020000.0,5018.0,126250.0,,624640.0,0.00022,0.2,2.2720203 +132.25075,112.70596,-0.054610815,404.30194,2030000.0,5021.0,126875.0,,624640.0,0.00022,0.2,2.2720203 +132.20775,113.00794,-0.05285831,400.31396,2040000.0,5096.0,127500.0,,634880.0,0.00022,0.2,2.2660532 +132.20775,113.268974,-0.05285831,402.0396,2050000.0,5099.0,128125.0,,634880.0,0.00022,0.2,2.2660532 +132.45012,113.50308,-0.05285831,403.76324,2060000.0,5102.0,128750.0,,634880.0,0.00022,0.2,2.2660532 +133.04874,113.74319,-0.052866854,399.76825,2070000.0,5178.0,129375.0,,645120.0,0.00022,0.2,2.262815 +133.04874,113.96686,-0.052866854,401.5444,2080000.0,5180.0,130000.0,,645120.0,0.00022,0.2,2.262815 +134.33656,114.17476,-0.052866854,403.24136,2090000.0,5183.0,130625.0,,645120.0,0.00022,0.2,2.262815 +134.99542,114.38924,-0.052749347,399.23953,2100000.0,5260.0,131250.0,,655360.0,0.00022,0.2,2.235405 +134.99542,114.579735,-0.052749347,400.91202,2110000.0,5263.0,131875.0,,655360.0,0.00022,0.2,2.235405 +135.42738,114.77456,-0.052749347,402.5826,2120000.0,5266.0,132500.0,,655360.0,0.00022,0.2,2.235405 +135.42738,114.95252,-0.05397697,398.80173,2130000.0,5341.0,133125.0,,665600.0,0.00022,0.2,2.2402265 +135.23318,115.10679,-0.05397697,400.4491,2140000.0,5344.0,133750.0,,665600.0,0.00022,0.2,2.2402265 +134.37775,115.2525,-0.05397697,402.09464,2150000.0,5347.0,134375.0,,665600.0,0.00022,0.2,2.2402265 +134.37775,115.38083,-0.05397697,403.7383,2160000.0,5350.0,135000.0,,665600.0,0.00022,0.2,2.2402265 +133.20409,115.49026,-0.056183893,400.07376,2170000.0,5424.0,135625.0,,675840.0,0.00022,0.2,2.3065653 +130.7584,115.57522,-0.056183893,401.76926,2180000.0,5426.0,136250.0,,675840.0,0.00022,0.2,2.3065653 +130.7584,115.65445,-0.056183893,403.38922,2190000.0,5429.0,136875.0,,675840.0,0.00022,0.2,2.3065653 +128.44983,115.71059,-0.058095384,399.6367,2200000.0,5505.0,137500.0,,686080.0,0.00022,0.2,2.3600094 +128.44983,115.76193,-0.058095384,401.30743,2210000.0,5507.0,138125.0,,686080.0,0.00022,0.2,2.3600094 +126.12755,115.786835,-0.058095384,402.9038,2220000.0,5510.0,138750.0,,686080.0,0.00022,0.2,2.3600094 +123.76234,115.78808,-0.05973474,398.99805,2230000.0,5589.0,139375.0,,696320.0,0.00022,0.2,2.4024124 +123.76234,115.796326,-0.05973474,400.6439,2240000.0,5591.0,140000.0,,696320.0,0.00022,0.2,2.4024124 +121.70648,115.77784,-0.05973474,402.21667,2250000.0,5594.0,140625.0,,696320.0,0.00022,0.2,2.4024124 +119.50678,115.73737,-0.05973474,403.78775,2260000.0,5597.0,141250.0,,696320.0,0.00022,0.2,2.4024124 +119.50678,115.69449,-0.059768002,400.0705,2270000.0,5674.0,141875.0,,706560.0,0.00022,0.2,2.447695 +116.624084,115.622795,-0.059768002,401.62057,2280000.0,5677.0,142500.0,,706560.0,0.00022,0.2,2.447695 +116.624084,115.54513,-0.059768002,403.169,2290000.0,5680.0,143125.0,,706560.0,0.00022,0.2,2.447695 +114.762085,115.44856,-0.060573008,399.65247,2300000.0,5755.0,143750.0,,716800.0,0.00022,0.2,2.4688177 +113.52708,115.33967,-0.060573008,401.18097,2310000.0,5758.0,144375.0,,716800.0,0.00022,0.2,2.4688177 +113.52708,115.22539,-0.060573008,402.77777,2320000.0,5760.0,145000.0,,716800.0,0.00022,0.2,2.4688177 +112.11666,115.11606,-0.060831238,399.17767,2330000.0,5837.0,145625.0,,727040.0,0.00022,0.2,2.4742439 +110.75827,114.99316,-0.060831238,400.68494,2340000.0,5840.0,146250.0,,727040.0,0.00022,0.2,2.4742439 +110.75827,114.88762,-0.060831238,402.19064,2350000.0,5843.0,146875.0,,727040.0,0.00022,0.2,2.4742439 +110.43338,114.778854,-0.059500247,398.7834,2360000.0,5918.0,147500.0,,737280.0,0.00022,0.2,2.4761257 +110.43338,114.7053,-0.059500247,400.27023,2370000.0,5921.0,148125.0,,737280.0,0.00022,0.2,2.4761257 +111.285614,114.67012,-0.059500247,401.68777,2380000.0,5925.0,148750.0,,737280.0,0.00022,0.2,2.4761257 +112.07036,114.64279,-0.059500247,403.1714,2390000.0,5928.0,149375.0,,737280.0,0.00022,0.2,2.4761257 +112.07036,114.668434,-0.05893932,399.8001,2400000.0,6003.0,150000.0,,747520.0,0.00022,0.2,2.4572399 +113.36089,114.765335,-0.05893932,401.1986,2410000.0,6007.0,150625.0,,747520.0,0.00022,0.2,2.4572399 +113.73151,114.86593,-0.05893932,402.66223,2420000.0,6010.0,151250.0,,747520.0,0.00022,0.2,2.4572399 +113.73151,115.02089,-0.058313556,399.34265,2430000.0,6085.0,151875.0,,757760.0,0.00022,0.2,2.4667192 +115.372765,115.19227,-0.058313556,400.78842,2440000.0,6088.0,152500.0,,757760.0,0.00022,0.2,2.4667192 +115.372765,115.41026,-0.058313556,402.2328,2450000.0,6091.0,153125.0,,757760.0,0.00022,0.2,2.4667192 +117.86892,115.68992,-0.05736507,399.0915,2460000.0,6164.0,153750.0,,768000.0,0.00022,0.2,2.441348 +120.72146,115.99809,-0.05736507,400.45395,2470000.0,6168.0,154375.0,,768000.0,0.00022,0.2,2.441348 +120.72146,116.33711,-0.05736507,401.87976,2480000.0,6171.0,155000.0,,768000.0,0.00022,0.2,2.441348 +123.483765,116.71724,-0.05736507,403.30417,2490000.0,6174.0,155625.0,,768000.0,0.00022,0.2,2.441348 +126.099106,117.123535,-0.05463737,400.19208,2500000.0,6247.0,156250.0,,778240.0,0.00022,0.2,2.410604 +126.099106,117.53467,-0.05463737,401.6,2510000.0,6250.0,156875.0,,778240.0,0.00022,0.2,2.410604 +130.40294,117.98886,-0.05463737,402.9421,2520000.0,6254.0,157500.0,,778240.0,0.00022,0.2,2.410604 +130.40294,118.442474,-0.053870942,399.87357,2530000.0,6327.0,158125.0,,788480.0,0.00022,0.2,2.3901734 +134.33632,118.9403,-0.053870942,401.20044,2540000.0,6331.0,158750.0,,788480.0,0.00022,0.2,2.3901734 +137.68488,119.471634,-0.053870942,402.52567,2550000.0,6335.0,159375.0,,788480.0,0.00022,0.2,2.3901734 +137.68488,119.981926,-0.052993562,399.5006,2560000.0,6408.0,160000.0,,798720.0,0.00022,0.2,2.3607447 +139.831,120.49944,-0.052993562,400.81097,2570000.0,6412.0,160625.0,,798720.0,0.00022,0.2,2.3607447 +141.36983,121.03234,-0.052993562,402.1197,2580000.0,6416.0,161250.0,,798720.0,0.00022,0.2,2.3607447 +141.36983,121.54896,-0.053675454,399.137,2590000.0,6489.0,161875.0,,808960.0,0.00022,0.2,2.3448472 +142.68912,122.07874,-0.053675454,400.43124,2600000.0,6493.0,162500.0,,808960.0,0.00022,0.2,2.3448472 +142.68912,122.59548,-0.053675454,401.7857,2610000.0,6496.0,163125.0,,808960.0,0.00022,0.2,2.3448472 +143.12233,123.08939,-0.053675454,403.07693,2620000.0,6500.0,163750.0,,808960.0,0.00022,0.2,2.3448472 +143.30324,123.58511,-0.054051824,400.1826,2630000.0,6572.0,164375.0,,819200.0,0.00022,0.2,2.315626 +143.30324,124.06078,-0.054051824,401.45984,2640000.0,6576.0,165000.0,,819200.0,0.00022,0.2,2.315626 +143.94164,124.52373,-0.054051824,402.79678,2650000.0,6579.0,165625.0,,819200.0,0.00022,0.2,2.315626 +144.9675,124.99696,-0.05289839,399.87973,2660000.0,6652.0,166250.0,,829440.0,0.00022,0.2,2.2772532 +144.9675,125.4513,-0.05289839,401.1418,2670000.0,6656.0,166875.0,,829440.0,0.00022,0.2,2.2772532 +146.20976,125.918076,-0.05289839,402.4024,2680000.0,6660.0,167500.0,,829440.0,0.00022,0.2,2.2772532 +146.20976,126.34841,-0.051134538,399.58408,2690000.0,6732.0,168125.0,,839680.0,0.00022,0.2,2.259997 +146.46019,126.75885,-0.051134538,400.83136,2700000.0,6736.0,168750.0,,839680.0,0.00022,0.2,2.259997 +146.84196,127.173096,-0.051134538,402.1368,2710000.0,6739.0,169375.0,,839680.0,0.00022,0.2,2.259997 +146.84196,127.56184,-0.051666196,399.29535,2720000.0,6812.0,170000.0,,849920.0,0.00022,0.2,2.2457075 +147.16138,127.93051,-0.051666196,400.46942,2730000.0,6817.0,170625.0,,849920.0,0.00022,0.2,2.2457075 +147.4571,128.30214,-0.051666196,401.70062,2740000.0,6821.0,171250.0,,849920.0,0.00022,0.2,2.2457075 +147.4571,128.646,-0.051666196,402.9304,2750000.0,6825.0,171875.0,,849920.0,0.00022,0.2,2.2457075 +147.07153,128.986,-0.05135571,400.0,2760000.0,6900.0,172500.0,,860160.0,0.00022,0.2,2.2229943 +147.07153,129.30566,-0.05135571,401.21667,2770000.0,6904.0,173125.0,,860160.0,0.00022,0.2,2.2229943 +146.54756,129.6063,-0.05135571,402.43198,2780000.0,6908.0,173750.0,,860160.0,0.00022,0.2,2.2229943 +145.85396,129.89996,-0.052070852,399.59897,2790000.0,6982.0,174375.0,,870400.0,0.00022,0.2,2.198108 +145.85396,130.1629,-0.052070852,400.8016,2800000.0,6986.0,175000.0,,870400.0,0.00022,0.2,2.198108 +145.17802,130.39417,-0.052070852,401.94537,2810000.0,6991.0,175625.0,,870400.0,0.00022,0.2,2.198108 +144.83737,130.622,-0.05556464,399.20724,2820000.0,7064.0,176250.0,,880640.0,0.00022,0.2,2.2275817 +144.83737,130.82484,-0.05556464,400.39615,2830000.0,7068.0,176875.0,,880640.0,0.00022,0.2,2.2275817 +142.99155,131.00923,-0.05556464,401.5837,2840000.0,7072.0,177500.0,,880640.0,0.00022,0.2,2.2275817 +142.99155,131.17516,-0.05556464,402.713,2850000.0,7077.0,178125.0,,880640.0,0.00022,0.2,2.2275817 +141.64418,131.30933,-0.055784196,400.0,2860000.0,7150.0,178750.0,,890880.0,0.00022,0.2,2.2663865 +138.61229,131.4132,-0.055784196,401.17416,2870000.0,7154.0,179375.0,,890880.0,0.00022,0.2,2.2663865 +138.61229,131.50928,-0.055784196,402.34702,2880000.0,7158.0,180000.0,,890880.0,0.00022,0.2,2.2663865 +135.0924,131.57106,-0.056937754,399.6681,2890000.0,7231.0,180625.0,,901120.0,0.00022,0.2,2.3079069 +131.73564,131.59926,-0.056937754,400.8293,2900000.0,7235.0,181250.0,,901120.0,0.00022,0.2,2.3079069 +131.73564,131.6253,-0.056937754,401.98923,2910000.0,7239.0,181875.0,,901120.0,0.00022,0.2,2.3079069 +127.4128,131.60814,-0.057003964,399.4528,2920000.0,7310.0,182500.0,,911360.0,0.00022,0.2,2.320388 +127.4128,131.58075,-0.057003964,400.6016,2930000.0,7314.0,183125.0,,911360.0,0.00022,0.2,2.320388 +124.835846,131.51862,-0.057003964,401.7491,2940000.0,7318.0,183750.0,,911360.0,0.00022,0.2,2.320388 +122.59253,131.43405,-0.058051724,399.24213,2950000.0,7389.0,184375.0,,921600.0,0.00022,0.2,2.3585844 +122.59253,131.34892,-0.058051724,400.4329,2960000.0,7392.0,185000.0,,921600.0,0.00022,0.2,2.3585844 +122.001,131.25505,-0.058051724,401.56842,2970000.0,7396.0,185625.0,,921600.0,0.00022,0.2,2.3585844 +122.51825,131.16635,-0.058051724,402.7027,2980000.0,7400.0,186250.0,,921600.0,0.00022,0.2,2.3585844 +122.51825,131.0749,-0.057653196,400.21417,2990000.0,7471.0,186875.0,,931840.0,0.00022,0.2,2.3705826 +123.131485,130.98956,-0.057653196,401.3378,3000000.0,7475.0,187500.0,,931840.0,0.00022,0.2,2.3705826 +123.131485,130.89703,-0.057653196,402.46024,3010000.0,7479.0,188125.0,,931840.0,0.00022,0.2,2.3705826 +124.836655,130.82289,-0.057454407,400.0,3020000.0,7550.0,188750.0,,942080.0,0.00022,0.2,2.3900123 +126.74152,130.76779,-0.057454407,401.112,3030000.0,7554.0,189375.0,,942080.0,0.00022,0.2,2.3900123 +126.74152,130.71312,-0.057454407,402.2228,3040000.0,7558.0,190000.0,,942080.0,0.00022,0.2,2.3900123 +126.92645,130.66031,-0.057685394,399.73788,3050000.0,7630.0,190625.0,,952320.0,0.00022,0.2,2.3867626 +127.11672,130.60698,-0.057685394,400.83835,3060000.0,7634.0,191250.0,,952320.0,0.00022,0.2,2.3867626 +127.11672,130.54765,-0.057685394,401.9903,3070000.0,7637.0,191875.0,,952320.0,0.00022,0.2,2.3867626 +127.39091,130.49109,-0.057685394,403.0886,3080000.0,7641.0,192500.0,,952320.0,0.00022,0.2,2.3867626 +127.39091,130.42162,-0.05690058,400.5704,3090000.0,7714.0,193125.0,,962560.0,0.00022,0.2,2.3839087 +127.82871,130.34995,-0.05690058,401.7105,3100000.0,7717.0,193750.0,,962560.0,0.00022,0.2,2.3839087 +128.74675,130.28746,-0.05690058,402.79758,3110000.0,7721.0,194375.0,,962560.0,0.00022,0.2,2.3839087 +128.74675,130.22066,-0.055829298,400.35928,3120000.0,7793.0,195000.0,,972800.0,0.00022,0.2,2.373167 +127.89718,130.14537,-0.055829298,401.43646,3130000.0,7797.0,195625.0,,972800.0,0.00022,0.2,2.373167 +128.9975,130.08301,-0.055829298,402.5125,3140000.0,7801.0,196250.0,,972800.0,0.00022,0.2,2.373167 +128.9975,130.02919,-0.057236593,400.0508,3150000.0,7874.0,196875.0,,983040.0,0.00022,0.2,2.361979 +129.38438,129.97926,-0.057236593,401.11703,3160000.0,7878.0,197500.0,,983040.0,0.00022,0.2,2.361979 +129.38438,129.94107,-0.057236593,402.23322,3170000.0,7881.0,198125.0,,983040.0,0.00022,0.2,2.361979 +129.48854,129.92838,-0.056739043,399.79883,3180000.0,7954.0,198750.0,,993280.0,0.00022,0.2,2.368753 +129.8319,129.9191,-0.056739043,400.8545,3190000.0,7958.0,199375.0,,993280.0,0.00022,0.2,2.368753 +129.8319,129.93292,-0.056739043,401.95956,3200000.0,7961.0,200000.0,,993280.0,0.00022,0.2,2.368753 +130.06535,129.94907,-0.056739043,403.01318,3210000.0,7965.0,200625.0,,993280.0,0.00022,0.2,2.368753 +131.17485,129.99956,-0.05521966,400.59717,3220000.0,8038.0,201250.0,,1003520.0,0.00022,0.2,2.3619018 +131.17485,130.07368,-0.05521966,401.69135,3230000.0,8041.0,201875.0,,1003520.0,0.00022,0.2,2.3619018 +132.13461,130.1574,-0.05521966,402.73462,3240000.0,8045.0,202500.0,,1003520.0,0.00022,0.2,2.3619018 +132.13461,130.26167,-0.05447606,400.3449,3250000.0,8118.0,203125.0,,1013760.0,0.00022,0.2,2.3454747 +133.39294,130.40054,-0.05447606,401.37897,3260000.0,8122.0,203750.0,,1013760.0,0.00022,0.2,2.3454747 +134.81364,130.5536,-0.05447606,402.41202,3270000.0,8126.0,204375.0,,1013760.0,0.00022,0.2,2.3454747 +134.81364,130.7355,-0.052899223,400.0488,3280000.0,8199.0,205000.0,,1024000.0,0.00022,0.2,2.3237762 +136.13857,130.93065,-0.052899223,401.0239,3290000.0,8204.0,205625.0,,1024000.0,0.00022,0.2,2.3237762 +138.37004,131.16673,-0.052899223,402.04678,3300000.0,8208.0,206250.0,,1024000.0,0.00022,0.2,2.3237762 +138.37004,131.41516,-0.050837357,399.71017,3310000.0,8281.0,206875.0,,1034240.0,0.00022,0.2,2.2872634 +139.7751,131.67764,-0.050837357,400.77258,3320000.0,8284.0,207500.0,,1034240.0,0.00022,0.2,2.2872634 +139.7751,131.95422,-0.050837357,401.7857,3330000.0,8288.0,208125.0,,1034240.0,0.00022,0.2,2.2872634 +141.36342,132.26028,-0.050837357,402.79788,3340000.0,8292.0,208750.0,,1034240.0,0.00022,0.2,2.2872634 +142.00745,132.57277,-0.049275618,400.43033,3350000.0,8366.0,209375.0,,1044480.0,0.00022,0.2,2.2647822 +142.00745,132.88852,-0.049275618,401.48166,3360000.0,8369.0,210000.0,,1044480.0,0.00022,0.2,2.2647822 +143.53113,133.2195,-0.049275618,402.53226,3370000.0,8372.0,210625.0,,1044480.0,0.00022,0.2,2.2647822 +143.87668,133.54541,-0.05125795,400.14206,3380000.0,8447.0,211250.0,,1054720.0,0.00022,0.2,2.2545352 +143.87668,133.86346,-0.05125795,401.18344,3390000.0,8450.0,211875.0,,1054720.0,0.00022,0.2,2.2545352 +143.52261,134.178,-0.05125795,402.17648,3400000.0,8454.0,212500.0,,1054720.0,0.00022,0.2,2.2545352 +143.52261,134.4796,-0.051989835,399.76553,3410000.0,8530.0,213125.0,,1064960.0,0.00022,0.2,2.2272284 +143.52113,134.7775,-0.051989835,400.7969,3420000.0,8533.0,213750.0,,1064960.0,0.00022,0.2,2.2272284 +143.21259,135.07231,-0.051989835,401.82755,3430000.0,8536.0,214375.0,,1064960.0,0.00022,0.2,2.2272284 +143.21259,135.35071,-0.051989835,402.8103,3440000.0,8540.0,215000.0,,1064960.0,0.00022,0.2,2.2272284 +143.13179,135.62831,-0.052399572,400.60382,3450000.0,8612.0,215625.0,,1075200.0,0.00022,0.2,2.2429676 +142.44043,135.87401,-0.052399572,401.57846,3460000.0,8616.0,216250.0,,1075200.0,0.00022,0.2,2.2429676 +142.44043,136.09122,-0.052399572,402.55222,3470000.0,8620.0,216875.0,,1075200.0,0.00022,0.2,2.2429676 +142.14937,136.30548,-0.054112483,400.3221,3480000.0,8693.0,217500.0,,1085440.0,0.00022,0.2,2.2692118 +142.14937,136.49214,-0.054112483,401.2878,3490000.0,8697.0,218125.0,,1085440.0,0.00022,0.2,2.2692118 +140.5386,136.63654,-0.054112483,402.25262,3500000.0,8701.0,218750.0,,1085440.0,0.00022,0.2,2.2692118 +138.58174,136.76137,-0.05493371,400.0912,3510000.0,8773.0,219375.0,,1095680.0,0.00022,0.2,2.3154657 +138.58174,136.84315,-0.05493371,401.0482,3520000.0,8777.0,220000.0,,1095680.0,0.00022,0.2,2.3154657 +135.82794,136.8974,-0.05493371,402.00433,3530000.0,8781.0,220625.0,,1095680.0,0.00022,0.2,2.3154657 +133.44273,136.88847,-0.05598053,399.86444,3540000.0,8853.0,221250.0,,1105920.0,0.00022,0.2,2.344009 +133.44273,136.84604,-0.05598053,400.8582,3550000.0,8856.0,221875.0,,1105920.0,0.00022,0.2,2.344009 +130.18996,136.77109,-0.05598053,401.80588,3560000.0,8860.0,222500.0,,1105920.0,0.00022,0.2,2.344009 +130.18996,136.67468,-0.05598053,402.75272,3570000.0,8864.0,223125.0,,1105920.0,0.00022,0.2,2.344009 +128.427,136.54526,-0.055560615,400.6715,3580000.0,8935.0,223750.0,,1116160.0,0.00022,0.2,2.3576794 +127.25604,136.40411,-0.055560615,401.61093,3590000.0,8939.0,224375.0,,1116160.0,0.00022,0.2,2.3576794 +127.25604,136.24979,-0.055560615,402.63953,3600000.0,8941.0,225000.0,,1116160.0,0.00022,0.2,2.3576794 +127.36349,136.09651,-0.057605267,400.3549,3610000.0,9017.0,225625.0,,1126400.0,0.00022,0.2,2.367495 +126.80694,135.93336,-0.057605267,401.33038,3620000.0,9020.0,226250.0,,1126400.0,0.00022,0.2,2.367495 +126.80694,135.7684,-0.057605267,402.26065,3630000.0,9024.0,226875.0,,1126400.0,0.00022,0.2,2.367495 +126.407326,135.59944,-0.057480376,400.04398,3640000.0,9099.0,227500.0,,1136640.0,0.00022,0.2,2.3819225 +126.407326,135.4241,-0.057480376,400.9667,3650000.0,9103.0,228125.0,,1136640.0,0.00022,0.2,2.3819225 +126.90106,135.24345,-0.057480376,401.9328,3660000.0,9106.0,228750.0,,1136640.0,0.00022,0.2,2.3819225 +125.05552,135.04434,-0.057480376,402.854,3670000.0,9110.0,229375.0,,1136640.0,0.00022,0.2,2.3819225 +125.05552,134.8328,-0.05768655,400.69687,3680000.0,9184.0,230000.0,,1146880.0,0.00022,0.2,2.4024706 +123.898346,134.60968,-0.05768655,401.6108,3690000.0,9188.0,230625.0,,1146880.0,0.00022,0.2,2.4024706 +122.82228,134.3733,-0.05768655,402.56772,3700000.0,9191.0,231250.0,,1146880.0,0.00022,0.2,2.4024706 +122.82228,134.1331,-0.057731826,400.38852,3710000.0,9266.0,231875.0,,1157120.0,0.00022,0.2,2.4133706 +123.43941,133.89906,-0.057731826,401.2945,3720000.0,9270.0,232500.0,,1157120.0,0.00022,0.2,2.4133706 +123.43941,133.66185,-0.057731826,402.24307,3730000.0,9273.0,233125.0,,1157120.0,0.00022,0.2,2.4133706 +122.81837,133.41547,-0.05707754,400.08557,3740000.0,9348.0,233750.0,,1167360.0,0.00022,0.2,2.4177284 +123.77911,133.1787,-0.05707754,400.98373,3750000.0,9352.0,234375.0,,1167360.0,0.00022,0.2,2.4177284 +123.77911,132.94576,-0.05707754,401.9241,3760000.0,9355.0,235000.0,,1167360.0,0.00022,0.2,2.4177284 +125.69987,132.73204,-0.056890663,399.7455,3770000.0,9431.0,235625.0,,1177600.0,0.00022,0.2,2.4193444 +127.52149,132.5418,-0.056890663,400.6784,3780000.0,9434.0,236250.0,,1177600.0,0.00022,0.2,2.4193444 +127.52149,132.35846,-0.056890663,401.5681,3790000.0,9438.0,236875.0,,1177600.0,0.00022,0.2,2.4193444 +128.88385,132.18875,-0.056890663,402.49973,3800000.0,9441.0,237500.0,,1177600.0,0.00022,0.2,2.4193444 +128.88385,132.02582,-0.05642118,400.42038,3810000.0,9515.0,238125.0,,1187840.0,0.00022,0.2,2.4155617 +130.20311,131.87947,-0.05642118,401.30264,3820000.0,9519.0,238750.0,,1187840.0,0.00022,0.2,2.4155617 +132.36142,131.7547,-0.05642118,402.2264,3830000.0,9522.0,239375.0,,1187840.0,0.00022,0.2,2.4155617 +132.36142,131.6484,-0.05500667,400.16675,3840000.0,9596.0,240000.0,,1198080.0,0.00022,0.2,2.4081595 +133.57378,131.55424,-0.05500667,401.08344,3850000.0,9599.0,240625.0,,1198080.0,0.00022,0.2,2.4081595 +134.89143,131.48671,-0.05500667,401.95773,3860000.0,9603.0,241250.0,,1198080.0,0.00022,0.2,2.4081595 +134.89143,131.44951,-0.054219425,399.91733,3870000.0,9677.0,241875.0,,1208320.0,0.00022,0.2,2.4036722 +135.52293,131.41861,-0.054219425,400.82645,3880000.0,9680.0,242500.0,,1208320.0,0.00022,0.2,2.4036722 +135.52293,131.4229,-0.054219425,401.735,3890000.0,9683.0,243125.0,,1208320.0,0.00022,0.2,2.4036722 +135.62817,131.46182,-0.055843003,399.754,3900000.0,9756.0,243750.0,,1218560.0,0.00022,0.2,2.373622 +136.20152,131.50647,-0.055843003,400.61475,3910000.0,9760.0,244375.0,,1218560.0,0.00022,0.2,2.373622 +136.20152,131.59436,-0.055843003,401.51593,3920000.0,9763.0,245000.0,,1218560.0,0.00022,0.2,2.373622 +136.5596,131.68584,-0.055843003,402.37534,3930000.0,9767.0,245625.0,,1218560.0,0.00022,0.2,2.373622 +137.00438,131.80753,-0.05397314,400.3658,3940000.0,9841.0,246250.0,,1228800.0,0.00022,0.2,2.3512096 +137.00438,131.95164,-0.05397314,401.25964,3950000.0,9844.0,246875.0,,1228800.0,0.00022,0.2,2.3512096 +137.66675,132.10239,-0.05397314,402.1121,3960000.0,9848.0,247500.0,,1228800.0,0.00022,0.2,2.3512096 +137.66675,132.25905,-0.05357623,400.08063,3970000.0,9923.0,248125.0,,1239040.0,0.00022,0.2,2.331813 +139.01001,132.42397,-0.05357623,400.96716,3980000.0,9926.0,248750.0,,1239040.0,0.00022,0.2,2.331813 +140.90076,132.60779,-0.05357623,401.85315,3990000.0,9929.0,249375.0,,1239040.0,0.00022,0.2,2.331813 +140.90076,132.78548,-0.051883698,400.24014,4000000.0,9994.0,250000.0,,1249280.0,0.00022,0.2,2.3160799 diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_df_train.csv b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..12ffd86c2608cd0cd9b36081677b4d2d45ab8c54 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_df_train.csv @@ -0,0 +1,401 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +,,,344.82758,10000.0,29.0,625.0,,0.0,0.00022,0.2, +14.388322,14.388322,,625.0,20000.0,32.0,1250.0,,0.0,0.00022,0.2, +14.388322,14.388322,,882.35297,30000.0,34.0,1875.0,,0.0,0.00022,0.2, +12.336469,13.704371,0.039473392,360.36035,40000.0,111.0,2500.0,,10240.0,0.00022,0.2,2.868287 +14.4278145,13.885232,0.039473392,438.5965,50000.0,114.0,3125.0,,10240.0,0.00022,0.2,2.868287 +14.4278145,13.993749,0.039473392,512.8205,60000.0,117.0,3750.0,,10240.0,0.00022,0.2,2.868287 +14.766175,14.122486,-0.020417511,364.58334,70000.0,192.0,4375.0,,20480.0,0.00022,0.2,2.8793294 +14.766175,14.214441,-0.020417511,410.2564,80000.0,195.0,5000.0,,20480.0,0.00022,0.2,2.8793294 +16.018614,14.439963,-0.020417511,454.54544,90000.0,198.0,5625.0,,20480.0,0.00022,0.2,2.8793294 +16.749176,14.696544,-0.030618263,364.9635,100000.0,274.0,6250.0,,30720.0,0.00022,0.2,2.8780065 +16.749176,14.901807,-0.030618263,398.55072,110000.0,276.0,6875.0,,30720.0,0.00022,0.2,2.8780065 +18.164743,15.198438,-0.030618263,430.1075,120000.0,279.0,7500.0,,30720.0,0.00022,0.2,2.8780065 +20.420948,15.633647,-0.030618263,460.99292,130000.0,282.0,8125.0,,30720.0,0.00022,0.2,2.8780065 +20.420948,16.0019,-0.023889136,389.97214,140000.0,359.0,8750.0,,40960.0,0.00022,0.2,2.8813953 +22.18424,16.443495,-0.023889136,415.51245,150000.0,361.0,9375.0,,40960.0,0.00022,0.2,2.8813953 +22.18424,16.826212,-0.023889136,439.56042,160000.0,364.0,10000.0,,40960.0,0.00022,0.2,2.8813953 +23.037895,17.214443,-0.030147199,385.48752,170000.0,441.0,10625.0,,51200.0,0.00022,0.2,2.8802772 +24.303667,17.631456,-0.030147199,405.4054,180000.0,444.0,11250.0,,51200.0,0.00022,0.2,2.8802772 +24.303667,18.002136,-0.030147199,425.05594,190000.0,447.0,11875.0,,51200.0,0.00022,0.2,2.8802772 +25.461475,18.394733,-0.032802086,382.40918,200000.0,523.0,12500.0,,61440.0,0.00022,0.2,2.8813334 +26.702087,18.8101,-0.032802086,400.0,210000.0,525.0,13125.0,,61440.0,0.00022,0.2,2.8813334 +26.702087,19.18591,-0.032802086,416.66666,220000.0,528.0,13750.0,,61440.0,0.00022,0.2,2.8813334 +27.812496,19.578028,-0.030468663,380.7947,230000.0,604.0,14375.0,,71680.0,0.00022,0.2,2.8673174 +27.812496,19.936047,-0.030468663,395.38715,240000.0,607.0,15000.0,,71680.0,0.00022,0.2,2.8673174 +29.46498,20.333084,-0.030468663,410.50903,250000.0,609.0,15625.0,,71680.0,0.00022,0.2,2.8673174 +31.284414,20.771137,-0.030468663,424.8366,260000.0,612.0,16250.0,,71680.0,0.00022,0.2,2.8673174 +31.284414,21.175495,-0.025391294,391.87228,270000.0,689.0,16875.0,,81920.0,0.00022,0.2,2.8550973 +33.4692,21.630816,-0.025391294,404.62427,280000.0,692.0,17500.0,,81920.0,0.00022,0.2,2.8550973 +35.693348,22.13305,-0.025391294,417.26617,290000.0,695.0,18125.0,,81920.0,0.00022,0.2,2.8550973 +35.693348,22.600647,-0.039090462,389.10507,300000.0,771.0,18750.0,,92160.0,0.00022,0.2,2.8369336 +37.54254,23.098711,-0.039090462,400.51678,310000.0,774.0,19375.0,,92160.0,0.00022,0.2,2.8369336 +37.54254,23.56464,-0.039090462,411.84042,320000.0,777.0,20000.0,,92160.0,0.00022,0.2,2.8369336 +38.890774,24.043581,-0.046766832,387.77908,330000.0,851.0,20625.0,,102400.0,0.00022,0.2,2.8290236 +40.000553,24.527126,-0.046766832,398.12646,340000.0,854.0,21250.0,,102400.0,0.00022,0.2,2.8290236 +40.000553,24.982225,-0.046766832,408.4014,350000.0,857.0,21875.0,,102400.0,0.00022,0.2,2.8290236 +41.838467,25.463833,-0.046766832,418.60464,360000.0,860.0,22500.0,,102400.0,0.00022,0.2,2.8290236 +42.547546,25.93838,-0.050982732,395.72192,370000.0,935.0,23125.0,,112640.0,0.00022,0.2,2.8054008 +42.547546,26.387276,-0.050982732,405.54962,380000.0,937.0,23750.0,,112640.0,0.00022,0.2,2.8054008 +43.30008,26.83235,-0.050982732,414.89362,390000.0,940.0,24375.0,,112640.0,0.00022,0.2,2.8054008 +43.30008,27.2546,-0.058316868,394.08868,400000.0,1015.0,25000.0,,122880.0,0.00022,0.2,2.7747552 +44.136135,27.67664,-0.058316868,402.7505,410000.0,1018.0,25625.0,,122880.0,0.00022,0.2,2.7747552 +44.68486,28.091473,-0.058316868,411.7647,420000.0,1020.0,26250.0,,122880.0,0.00022,0.2,2.7747552 +44.68486,28.486551,-0.06409394,393.053,430000.0,1094.0,26875.0,,133120.0,0.00022,0.2,2.753781 +45.838673,28.890089,-0.06409394,401.0939,440000.0,1097.0,27500.0,,133120.0,0.00022,0.2,2.753781 +45.930325,29.277367,-0.06409394,409.0909,450000.0,1100.0,28125.0,,133120.0,0.00022,0.2,2.753781 +45.930325,29.64743,-0.06505593,391.48935,460000.0,1175.0,28750.0,,143360.0,0.00022,0.2,2.747929 +46.361397,30.010778,-0.06505593,398.98132,470000.0,1178.0,29375.0,,143360.0,0.00022,0.2,2.747929 +46.361397,30.35867,-0.06505593,406.4352,480000.0,1181.0,30000.0,,143360.0,0.00022,0.2,2.747929 +47.217964,30.709906,-0.06505593,413.85135,490000.0,1184.0,30625.0,,143360.0,0.00022,0.2,2.747929 +47.35062,31.049511,-0.06491276,397.45627,500000.0,1258.0,31250.0,,153600.0,0.00022,0.2,2.7278957 +47.35062,31.375532,-0.06491276,404.44092,510000.0,1261.0,31875.0,,153600.0,0.00022,0.2,2.7278957 +48.03714,31.70223,-0.06491276,411.3924,520000.0,1264.0,32500.0,,153600.0,0.00022,0.2,2.7278957 +48.429398,32.023907,-0.0644389,396.11362,530000.0,1338.0,33125.0,,163840.0,0.00022,0.2,2.7094088 +48.429398,32.333447,-0.0644389,402.68457,540000.0,1341.0,33750.0,,163840.0,0.00022,0.2,2.7094088 +49.108192,32.64409,-0.0644389,409.2262,550000.0,1344.0,34375.0,,163840.0,0.00022,0.2,2.7094088 +49.108192,32.943436,-0.06487497,394.6441,560000.0,1419.0,35000.0,,174080.0,0.00022,0.2,2.698007 +49.901596,33.246258,-0.06487497,400.84387,570000.0,1422.0,35625.0,,174080.0,0.00022,0.2,2.698007 +50.403267,33.54726,-0.06487497,407.01755,580000.0,1425.0,36250.0,,174080.0,0.00022,0.2,2.698007 +50.403267,33.837883,-0.0627309,393.33334,590000.0,1500.0,36875.0,,184320.0,0.00022,0.2,2.6906667 +50.759846,34.124695,-0.0627309,399.2016,600000.0,1503.0,37500.0,,184320.0,0.00022,0.2,2.6906667 +51.349453,34.411777,-0.0627309,404.7777,610000.0,1507.0,38125.0,,184320.0,0.00022,0.2,2.6906667 +51.349453,34.68944,-0.0627309,410.59604,620000.0,1510.0,38750.0,,184320.0,0.00022,0.2,2.6906667 +51.89506,34.96695,-0.064855024,397.97852,630000.0,1583.0,39375.0,,194560.0,0.00022,0.2,2.672264 +51.89506,35.23565,-0.064855024,403.53088,640000.0,1586.0,40000.0,,194560.0,0.00022,0.2,2.672264 +52.64444,35.507664,-0.064855024,409.06232,650000.0,1589.0,40625.0,,194560.0,0.00022,0.2,2.672264 +53.391823,35.782806,-0.06168409,396.8731,660000.0,1663.0,41250.0,,204800.0,0.00022,0.2,2.6513953 +53.391823,36.04961,-0.06168409,402.16086,670000.0,1666.0,41875.0,,204800.0,0.00022,0.2,2.6513953 +54.245743,36.321194,-0.06168409,407.4296,680000.0,1669.0,42500.0,,204800.0,0.00022,0.2,2.6513953 +54.995243,36.595814,-0.05918355,395.8692,690000.0,1743.0,43125.0,,215040.0,0.00022,0.2,2.6266766 +54.995243,36.862476,-0.05918355,400.91638,700000.0,1746.0,43750.0,,215040.0,0.00022,0.2,2.6266766 +56.11438,37.1375,-0.05918355,405.94626,710000.0,1749.0,44375.0,,215040.0,0.00022,0.2,2.6266766 +56.11438,37.40477,-0.05918355,410.7245,720000.0,1753.0,45000.0,,215040.0,0.00022,0.2,2.6266766 +56.184326,37.6656,-0.054632902,399.78094,730000.0,1826.0,45625.0,,225280.0,0.00022,0.2,2.6211553 +57.558968,37.93811,-0.054632902,404.59268,740000.0,1829.0,46250.0,,225280.0,0.00022,0.2,2.6211553 +57.558968,38.20326,-0.054632902,409.38864,750000.0,1832.0,46875.0,,225280.0,0.00022,0.2,2.6211553 +58.02969,38.467613,-0.05468717,398.7408,760000.0,1906.0,47500.0,,235520.0,0.00022,0.2,2.610714 +59.26155,38.74122,-0.05468717,403.35254,770000.0,1909.0,48125.0,,235520.0,0.00022,0.2,2.610714 +59.26155,39.007713,-0.05468717,407.9498,780000.0,1912.0,48750.0,,235520.0,0.00022,0.2,2.610714 +60.07687,39.277832,-0.058839288,397.7845,790000.0,1986.0,49375.0,,245760.0,0.00022,0.2,2.6088145 +60.07687,39.541107,-0.058839288,402.01004,800000.0,1990.0,50000.0,,245760.0,0.00022,0.2,2.6088145 +60.4532,39.80251,-0.058839288,406.4225,810000.0,1993.0,50625.0,,245760.0,0.00022,0.2,2.6088145 +61.829994,40.074455,-0.058640875,396.51837,820000.0,2068.0,51250.0,,256000.0,0.00022,0.2,2.589032 +61.829994,40.339767,-0.058640875,400.77258,830000.0,2071.0,51875.0,,256000.0,0.00022,0.2,2.589032 +62.695972,40.60912,-0.058640875,405.01447,840000.0,2074.0,52500.0,,256000.0,0.00022,0.2,2.589032 +63.686657,40.883854,-0.058640875,409.2441,850000.0,2077.0,53125.0,,256000.0,0.00022,0.2,2.589032 +63.686657,41.152122,-0.057715368,399.07193,860000.0,2155.0,53750.0,,266240.0,0.00022,0.2,2.5596898 +64.96005,41.42896,-0.057715368,403.15106,870000.0,2158.0,54375.0,,266240.0,0.00022,0.2,2.5596898 +64.96005,41.699425,-0.057715368,407.21887,880000.0,2161.0,55000.0,,266240.0,0.00022,0.2,2.5596898 +66.23022,41.978184,-0.057083923,398.0322,890000.0,2236.0,55625.0,,276480.0,0.00022,0.2,2.5449557 +68.20451,42.272865,-0.057083923,401.96515,900000.0,2239.0,56250.0,,276480.0,0.00022,0.2,2.5449557 +68.20451,42.560993,-0.057083923,405.8876,910000.0,2242.0,56875.0,,276480.0,0.00022,0.2,2.5449557 +70.85241,42.871887,-0.050464272,397.0652,920000.0,2317.0,57500.0,,286720.0,0.00022,0.2,2.5139596 +74.540436,43.216114,-0.050464272,400.86206,930000.0,2320.0,58125.0,,286720.0,0.00022,0.2,2.5139596 +74.540436,43.552933,-0.050464272,404.64917,940000.0,2323.0,58750.0,,286720.0,0.00022,0.2,2.5139596 +77.24239,43.91133,-0.050464272,408.42648,950000.0,2326.0,59375.0,,286720.0,0.00022,0.2,2.5139596 +77.24239,44.26218,-0.047947805,399.8334,960000.0,2401.0,60000.0,,296960.0,0.00022,0.2,2.5094204 +82.173195,44.65709,-0.047947805,403.49417,970000.0,2404.0,60625.0,,296960.0,0.00022,0.2,2.5094204 +87.64512,45.100266,-0.047947805,407.1458,980000.0,2407.0,61250.0,,296960.0,0.00022,0.2,2.5094204 +87.64512,45.534393,-0.04471078,399.03265,990000.0,2481.0,61875.0,,307200.0,0.00022,0.2,2.4792309 +93.080345,46.01466,-0.04471078,402.57648,1000000.0,2484.0,62500.0,,307200.0,0.00022,0.2,2.4792309 +97.574745,46.530262,-0.04471078,406.1118,1010000.0,2487.0,63125.0,,307200.0,0.00022,0.2,2.4792309 +97.574745,47.362118,-0.045632895,398.12646,1020000.0,2562.0,63750.0,,317440.0,0.00022,0.2,2.4522457 +102.01109,48.238358,-0.045632895,401.55945,1030000.0,2565.0,64375.0,,317440.0,0.00022,0.2,2.4522457 +102.01109,49.1351,-0.045632895,404.98444,1040000.0,2568.0,65000.0,,317440.0,0.00022,0.2,2.4522457 +106.10371,50.05186,-0.049528435,397.42618,1050000.0,2642.0,65625.0,,327680.0,0.00022,0.2,2.4361138 +109.03888,50.99797,-0.049528435,400.60468,1060000.0,2646.0,66250.0,,327680.0,0.00022,0.2,2.4361138 +109.03888,51.940697,-0.049528435,403.926,1070000.0,2649.0,66875.0,,327680.0,0.00022,0.2,2.4361138 +110.68133,52.89985,-0.049528435,407.2398,1080000.0,2652.0,67500.0,,327680.0,0.00022,0.2,2.4361138 +113.54633,53.875126,-0.05217293,399.85327,1090000.0,2726.0,68125.0,,337920.0,0.00022,0.2,2.4178743 +113.54633,54.8431,-0.05217293,403.07806,1100000.0,2729.0,68750.0,,337920.0,0.00022,0.2,2.4178743 +115.945404,55.835052,-0.05217293,406.29575,1110000.0,2732.0,69375.0,,337920.0,0.00022,0.2,2.4178743 +115.945404,56.812862,-0.05228981,399.14468,1120000.0,2806.0,70000.0,,348160.0,0.00022,0.2,2.4061368 +117.63176,57.78497,-0.05228981,402.27838,1130000.0,2809.0,70625.0,,348160.0,0.00022,0.2,2.4061368 +119.806564,58.778828,-0.05228981,405.4054,1140000.0,2812.0,71250.0,,348160.0,0.00022,0.2,2.4061368 +119.806564,59.755054,-0.052744057,398.4754,1150000.0,2886.0,71875.0,,358400.0,0.00022,0.2,2.362965 +121.54439,60.748657,-0.052744057,401.3841,1160000.0,2890.0,72500.0,,358400.0,0.00022,0.2,2.362965 +122.26208,61.7409,-0.052744057,404.42447,1170000.0,2893.0,73125.0,,358400.0,0.00022,0.2,2.362965 +122.26208,62.72048,-0.05459661,397.57413,1180000.0,2968.0,73750.0,,368640.0,0.00022,0.2,2.3508153 +122.83548,63.7058,-0.05459661,400.40378,1190000.0,2972.0,74375.0,,368640.0,0.00022,0.2,2.3508153 +122.83548,64.67954,-0.05459661,403.36136,1200000.0,2975.0,75000.0,,368640.0,0.00022,0.2,2.3508153 +123.315575,65.645676,-0.05459661,406.31296,1210000.0,2978.0,75625.0,,368640.0,0.00022,0.2,2.3508153 +123.63825,66.615036,-0.05466136,399.34534,1220000.0,3055.0,76250.0,,378880.0,0.00022,0.2,2.337904 +123.63825,67.57329,-0.05466136,402.22366,1230000.0,3058.0,76875.0,,378880.0,0.00022,0.2,2.337904 +122.93667,68.52453,-0.05466136,405.09637,1240000.0,3061.0,77500.0,,378880.0,0.00022,0.2,2.337904 +123.553894,69.46542,-0.05603062,398.59692,1250000.0,3136.0,78125.0,,389120.0,0.00022,0.2,2.3308167 +123.553894,70.38811,-0.05603062,401.40173,1260000.0,3139.0,78750.0,,389120.0,0.00022,0.2,2.3308167 +123.794266,71.31321,-0.05603062,404.20114,1270000.0,3142.0,79375.0,,389120.0,0.00022,0.2,2.3308167 +123.794266,72.21646,-0.057050444,398.00995,1280000.0,3216.0,80000.0,,399360.0,0.00022,0.2,2.3159075 +124.39065,73.10344,-0.057050444,400.62112,1290000.0,3220.0,80625.0,,399360.0,0.00022,0.2,2.3159075 +124.417786,73.99069,-0.057050444,403.35092,1300000.0,3223.0,81250.0,,399360.0,0.00022,0.2,2.3159075 +124.417786,74.859436,-0.057050444,405.9498,1310000.0,3227.0,81875.0,,399360.0,0.00022,0.2,2.3159075 +124.95496,75.73357,-0.060024418,400.0,1320000.0,3300.0,82500.0,,409600.0,0.00022,0.2,2.3205283 +123.04921,76.57515,-0.060024418,402.66425,1330000.0,3303.0,83125.0,,409600.0,0.00022,0.2,2.3205283 +123.04921,77.40563,-0.060024418,405.20108,1340000.0,3307.0,83750.0,,409600.0,0.00022,0.2,2.3205283 +121.31045,78.218735,-0.05898707,399.29016,1350000.0,3381.0,84375.0,,419840.0,0.00022,0.2,2.3708444 +121.31045,79.01345,-0.05898707,401.89127,1360000.0,3384.0,85000.0,,419840.0,0.00022,0.2,2.3708444 +117.788315,79.76586,-0.05898707,404.48776,1370000.0,3387.0,85625.0,,419840.0,0.00022,0.2,2.3708444 +114.803825,80.48842,-0.06109329,398.61353,1380000.0,3462.0,86250.0,,430080.0,0.00022,0.2,2.4105463 +114.803825,81.20346,-0.06109329,401.1544,1390000.0,3465.0,86875.0,,430080.0,0.00022,0.2,2.4105463 +109.50606,81.86551,-0.06109329,403.57452,1400000.0,3469.0,87500.0,,430080.0,0.00022,0.2,2.4105463 +103.672,82.46087,-0.060896095,397.96783,1410000.0,3543.0,88125.0,,440320.0,0.00022,0.2,2.4476 +103.672,83.05074,-0.060896095,400.4512,1420000.0,3546.0,88750.0,,440320.0,0.00022,0.2,2.4476 +98.23584,83.58625,-0.060896095,402.8169,1430000.0,3550.0,89375.0,,440320.0,0.00022,0.2,2.4476 +98.23584,84.11024,-0.060896095,405.2913,1440000.0,3553.0,90000.0,,440320.0,0.00022,0.2,2.4476 +93.57172,84.58665,-0.061067637,399.77942,1450000.0,3627.0,90625.0,,450560.0,0.00022,0.2,2.4836924 +89.90404,85.026375,-0.061067637,402.20386,1460000.0,3630.0,91250.0,,450560.0,0.00022,0.2,2.4836924 +89.90404,85.46181,-0.061067637,404.62427,1470000.0,3633.0,91875.0,,450560.0,0.00022,0.2,2.4836924 +86.82035,85.866394,-0.061012685,399.137,1480000.0,3708.0,92500.0,,460800.0,0.00022,0.2,2.4976044 +85.469284,86.24892,-0.061012685,401.50903,1490000.0,3711.0,93125.0,,460800.0,0.00022,0.2,2.4976044 +85.469284,86.6301,-0.061012685,403.7685,1500000.0,3715.0,93750.0,,460800.0,0.00022,0.2,2.4976044 +84.984406,87.00645,-0.06160302,398.52203,1510000.0,3789.0,94375.0,,471040.0,0.00022,0.2,2.5130482 +84.984406,87.37591,-0.06160302,400.84387,1520000.0,3792.0,95000.0,,471040.0,0.00022,0.2,2.5130482 +85.042946,87.74204,-0.06160302,403.05585,1530000.0,3796.0,95625.0,,471040.0,0.00022,0.2,2.5130482 +84.55242,88.103264,-0.06160302,405.36984,1540000.0,3799.0,96250.0,,471040.0,0.00022,0.2,2.5130482 +84.55242,88.45772,-0.061711438,400.20654,1550000.0,3873.0,96875.0,,481280.0,0.00022,0.2,2.5306058 +86.65495,88.83319,-0.061711438,402.37296,1560000.0,3877.0,97500.0,,481280.0,0.00022,0.2,2.5306058 +88.07932,89.21496,-0.061711438,404.63916,1570000.0,3880.0,98125.0,,481280.0,0.00022,0.2,2.5306058 +88.07932,89.59172,-0.060138386,399.39334,1580000.0,3956.0,98750.0,,491520.0,0.00022,0.2,2.5276551 +89.71033,89.98479,-0.060138386,401.51514,1590000.0,3960.0,99375.0,,491520.0,0.00022,0.2,2.5276551 +89.71033,90.374275,-0.060138386,403.73456,1600000.0,3963.0,100000.0,,491520.0,0.00022,0.2,2.5276551 +91.01623,90.77096,-0.060944326,398.71222,1610000.0,4038.0,100625.0,,501760.0,0.00022,0.2,2.5210395 +93.73084,91.19478,-0.060944326,400.89087,1620000.0,4041.0,101250.0,,501760.0,0.00022,0.2,2.5210395 +93.73084,91.61313,-0.060944326,403.06628,1630000.0,4044.0,101875.0,,501760.0,0.00022,0.2,2.5210395 +95.73641,92.051544,-0.060507234,398.15488,1640000.0,4119.0,102500.0,,512000.0,0.00022,0.2,2.5192184 +97.6458,92.50156,-0.060507234,400.2911,1650000.0,4122.0,103125.0,,512000.0,0.00022,0.2,2.5192184 +97.6458,92.944084,-0.060507234,402.32672,1660000.0,4126.0,103750.0,,512000.0,0.00022,0.2,2.5192184 +99.53205,93.405495,-0.060507234,404.4563,1670000.0,4129.0,104375.0,,512000.0,0.00022,0.2,2.5192184 +99.53205,93.85836,-0.0576406,399.8096,1680000.0,4202.0,105000.0,,522240.0,0.00022,0.2,2.5078263 +103.17682,94.34018,-0.0576406,401.80695,1690000.0,4206.0,105625.0,,522240.0,0.00022,0.2,2.5078263 +105.41654,94.84439,-0.0576406,403.89642,1700000.0,4209.0,106250.0,,522240.0,0.00022,0.2,2.5078263 +105.41654,95.337425,-0.057049792,399.25287,1710000.0,4283.0,106875.0,,532480.0,0.00022,0.2,2.47955 +107.96701,95.85595,-0.057049792,401.21298,1720000.0,4287.0,107500.0,,532480.0,0.00022,0.2,2.47955 +110.29456,96.39705,-0.057049792,403.2634,1730000.0,4290.0,108125.0,,532480.0,0.00022,0.2,2.47955 +110.29456,96.92441,-0.057412125,398.71677,1740000.0,4364.0,108750.0,,542720.0,0.00022,0.2,2.4580827 +113.0711,97.47953,-0.057412125,400.73276,1750000.0,4367.0,109375.0,,542720.0,0.00022,0.2,2.4580827 +113.0711,98.02995,-0.057412125,402.746,1760000.0,4370.0,110000.0,,542720.0,0.00022,0.2,2.4580827 +115.10461,98.58837,-0.055882126,398.28983,1770000.0,4444.0,110625.0,,552960.0,0.00022,0.2,2.4316406 +116.4856,99.16061,-0.055882126,400.26984,1780000.0,4447.0,111250.0,,552960.0,0.00022,0.2,2.4316406 +116.4856,99.7247,-0.055882126,402.2472,1790000.0,4450.0,111875.0,,552960.0,0.00022,0.2,2.4316406 +119.560074,100.319534,-0.055882126,404.1311,1800000.0,4454.0,112500.0,,552960.0,0.00022,0.2,2.4316406 +122.05284,100.935524,-0.054024894,399.82327,1810000.0,4527.0,113125.0,,563200.0,0.00022,0.2,2.4032288 +122.05284,101.537766,-0.054024894,401.766,1820000.0,4530.0,113750.0,,563200.0,0.00022,0.2,2.4032288 +124.55252,102.16499,-0.054024894,403.70615,1830000.0,4533.0,114375.0,,563200.0,0.00022,0.2,2.4032288 +124.55252,102.783554,-0.054875225,399.39224,1840000.0,4607.0,115000.0,,573440.0,0.00022,0.2,2.374152 +126.400246,103.41068,-0.054875225,401.38858,1850000.0,4609.0,115625.0,,573440.0,0.00022,0.2,2.374152 +128.22658,104.05609,-0.054875225,403.2083,1860000.0,4613.0,116250.0,,573440.0,0.00022,0.2,2.374152 +128.22658,104.68875,-0.052760478,399.06104,1870000.0,4686.0,116875.0,,583680.0,0.00022,0.2,2.3521204 +129.00446,105.3292,-0.052760478,400.93835,1880000.0,4689.0,117500.0,,583680.0,0.00022,0.2,2.3521204 +128.91536,105.95603,-0.052760478,402.72748,1890000.0,4693.0,118125.0,,583680.0,0.00022,0.2,2.3521204 +128.91536,106.563156,-0.052760478,404.59967,1900000.0,4696.0,118750.0,,583680.0,0.00022,0.2,2.3521204 +129.13004,107.17239,-0.054525536,400.41928,1910000.0,4770.0,119375.0,,593920.0,0.00022,0.2,2.3284273 +129.13004,107.75517,-0.054525536,402.26273,1920000.0,4773.0,120000.0,,593920.0,0.00022,0.2,2.3284273 +130.15268,108.3113,-0.054525536,404.01926,1930000.0,4777.0,120625.0,,593920.0,0.00022,0.2,2.3284273 +131.04897,108.87639,-0.051894482,400.0825,1940000.0,4849.0,121250.0,,604160.0,0.00022,0.2,2.3055944 +131.04897,109.414444,-0.051894482,401.89612,1950000.0,4852.0,121875.0,,604160.0,0.00022,0.2,2.3055944 +131.10637,109.953094,-0.051894482,403.70752,1960000.0,4855.0,122500.0,,604160.0,0.00022,0.2,2.3055944 +131.38745,110.44524,-0.053435516,399.59433,1970000.0,4930.0,123125.0,,614400.0,0.00022,0.2,2.2845998 +131.38745,110.88267,-0.053435516,401.29712,1980000.0,4934.0,123750.0,,614400.0,0.00022,0.2,2.2845998 +131.66385,111.32286,-0.053435516,403.0788,1990000.0,4937.0,124375.0,,614400.0,0.00022,0.2,2.2845998 +131.66385,111.708694,-0.054610815,399.0423,2000000.0,5012.0,125000.0,,624640.0,0.00022,0.2,2.2720203 +132.3864,112.05681,-0.054610815,400.7976,2010000.0,5015.0,125625.0,,624640.0,0.00022,0.2,2.2720203 +132.25075,112.403564,-0.054610815,402.5508,2020000.0,5018.0,126250.0,,624640.0,0.00022,0.2,2.2720203 +132.25075,112.70596,-0.054610815,404.30194,2030000.0,5021.0,126875.0,,624640.0,0.00022,0.2,2.2720203 +132.20775,113.00794,-0.05285831,400.31396,2040000.0,5096.0,127500.0,,634880.0,0.00022,0.2,2.2660532 +132.20775,113.268974,-0.05285831,402.0396,2050000.0,5099.0,128125.0,,634880.0,0.00022,0.2,2.2660532 +132.45012,113.50308,-0.05285831,403.76324,2060000.0,5102.0,128750.0,,634880.0,0.00022,0.2,2.2660532 +133.04874,113.74319,-0.052866854,399.76825,2070000.0,5178.0,129375.0,,645120.0,0.00022,0.2,2.262815 +133.04874,113.96686,-0.052866854,401.5444,2080000.0,5180.0,130000.0,,645120.0,0.00022,0.2,2.262815 +134.33656,114.17476,-0.052866854,403.24136,2090000.0,5183.0,130625.0,,645120.0,0.00022,0.2,2.262815 +134.99542,114.38924,-0.052749347,399.23953,2100000.0,5260.0,131250.0,,655360.0,0.00022,0.2,2.235405 +134.99542,114.579735,-0.052749347,400.91202,2110000.0,5263.0,131875.0,,655360.0,0.00022,0.2,2.235405 +135.42738,114.77456,-0.052749347,402.5826,2120000.0,5266.0,132500.0,,655360.0,0.00022,0.2,2.235405 +135.42738,114.95252,-0.05397697,398.80173,2130000.0,5341.0,133125.0,,665600.0,0.00022,0.2,2.2402265 +135.23318,115.10679,-0.05397697,400.4491,2140000.0,5344.0,133750.0,,665600.0,0.00022,0.2,2.2402265 +134.37775,115.2525,-0.05397697,402.09464,2150000.0,5347.0,134375.0,,665600.0,0.00022,0.2,2.2402265 +134.37775,115.38083,-0.05397697,403.7383,2160000.0,5350.0,135000.0,,665600.0,0.00022,0.2,2.2402265 +133.20409,115.49026,-0.056183893,400.07376,2170000.0,5424.0,135625.0,,675840.0,0.00022,0.2,2.3065653 +130.7584,115.57522,-0.056183893,401.76926,2180000.0,5426.0,136250.0,,675840.0,0.00022,0.2,2.3065653 +130.7584,115.65445,-0.056183893,403.38922,2190000.0,5429.0,136875.0,,675840.0,0.00022,0.2,2.3065653 +128.44983,115.71059,-0.058095384,399.6367,2200000.0,5505.0,137500.0,,686080.0,0.00022,0.2,2.3600094 +128.44983,115.76193,-0.058095384,401.30743,2210000.0,5507.0,138125.0,,686080.0,0.00022,0.2,2.3600094 +126.12755,115.786835,-0.058095384,402.9038,2220000.0,5510.0,138750.0,,686080.0,0.00022,0.2,2.3600094 +123.76234,115.78808,-0.05973474,398.99805,2230000.0,5589.0,139375.0,,696320.0,0.00022,0.2,2.4024124 +123.76234,115.796326,-0.05973474,400.6439,2240000.0,5591.0,140000.0,,696320.0,0.00022,0.2,2.4024124 +121.70648,115.77784,-0.05973474,402.21667,2250000.0,5594.0,140625.0,,696320.0,0.00022,0.2,2.4024124 +119.50678,115.73737,-0.05973474,403.78775,2260000.0,5597.0,141250.0,,696320.0,0.00022,0.2,2.4024124 +119.50678,115.69449,-0.059768002,400.0705,2270000.0,5674.0,141875.0,,706560.0,0.00022,0.2,2.447695 +116.624084,115.622795,-0.059768002,401.62057,2280000.0,5677.0,142500.0,,706560.0,0.00022,0.2,2.447695 +116.624084,115.54513,-0.059768002,403.169,2290000.0,5680.0,143125.0,,706560.0,0.00022,0.2,2.447695 +114.762085,115.44856,-0.060573008,399.65247,2300000.0,5755.0,143750.0,,716800.0,0.00022,0.2,2.4688177 +113.52708,115.33967,-0.060573008,401.18097,2310000.0,5758.0,144375.0,,716800.0,0.00022,0.2,2.4688177 +113.52708,115.22539,-0.060573008,402.77777,2320000.0,5760.0,145000.0,,716800.0,0.00022,0.2,2.4688177 +112.11666,115.11606,-0.060831238,399.17767,2330000.0,5837.0,145625.0,,727040.0,0.00022,0.2,2.4742439 +110.75827,114.99316,-0.060831238,400.68494,2340000.0,5840.0,146250.0,,727040.0,0.00022,0.2,2.4742439 +110.75827,114.88762,-0.060831238,402.19064,2350000.0,5843.0,146875.0,,727040.0,0.00022,0.2,2.4742439 +110.43338,114.778854,-0.059500247,398.7834,2360000.0,5918.0,147500.0,,737280.0,0.00022,0.2,2.4761257 +110.43338,114.7053,-0.059500247,400.27023,2370000.0,5921.0,148125.0,,737280.0,0.00022,0.2,2.4761257 +111.285614,114.67012,-0.059500247,401.68777,2380000.0,5925.0,148750.0,,737280.0,0.00022,0.2,2.4761257 +112.07036,114.64279,-0.059500247,403.1714,2390000.0,5928.0,149375.0,,737280.0,0.00022,0.2,2.4761257 +112.07036,114.668434,-0.05893932,399.8001,2400000.0,6003.0,150000.0,,747520.0,0.00022,0.2,2.4572399 +113.36089,114.765335,-0.05893932,401.1986,2410000.0,6007.0,150625.0,,747520.0,0.00022,0.2,2.4572399 +113.73151,114.86593,-0.05893932,402.66223,2420000.0,6010.0,151250.0,,747520.0,0.00022,0.2,2.4572399 +113.73151,115.02089,-0.058313556,399.34265,2430000.0,6085.0,151875.0,,757760.0,0.00022,0.2,2.4667192 +115.372765,115.19227,-0.058313556,400.78842,2440000.0,6088.0,152500.0,,757760.0,0.00022,0.2,2.4667192 +115.372765,115.41026,-0.058313556,402.2328,2450000.0,6091.0,153125.0,,757760.0,0.00022,0.2,2.4667192 +117.86892,115.68992,-0.05736507,399.0915,2460000.0,6164.0,153750.0,,768000.0,0.00022,0.2,2.441348 +120.72146,115.99809,-0.05736507,400.45395,2470000.0,6168.0,154375.0,,768000.0,0.00022,0.2,2.441348 +120.72146,116.33711,-0.05736507,401.87976,2480000.0,6171.0,155000.0,,768000.0,0.00022,0.2,2.441348 +123.483765,116.71724,-0.05736507,403.30417,2490000.0,6174.0,155625.0,,768000.0,0.00022,0.2,2.441348 +126.099106,117.123535,-0.05463737,400.19208,2500000.0,6247.0,156250.0,,778240.0,0.00022,0.2,2.410604 +126.099106,117.53467,-0.05463737,401.6,2510000.0,6250.0,156875.0,,778240.0,0.00022,0.2,2.410604 +130.40294,117.98886,-0.05463737,402.9421,2520000.0,6254.0,157500.0,,778240.0,0.00022,0.2,2.410604 +130.40294,118.442474,-0.053870942,399.87357,2530000.0,6327.0,158125.0,,788480.0,0.00022,0.2,2.3901734 +134.33632,118.9403,-0.053870942,401.20044,2540000.0,6331.0,158750.0,,788480.0,0.00022,0.2,2.3901734 +137.68488,119.471634,-0.053870942,402.52567,2550000.0,6335.0,159375.0,,788480.0,0.00022,0.2,2.3901734 +137.68488,119.981926,-0.052993562,399.5006,2560000.0,6408.0,160000.0,,798720.0,0.00022,0.2,2.3607447 +139.831,120.49944,-0.052993562,400.81097,2570000.0,6412.0,160625.0,,798720.0,0.00022,0.2,2.3607447 +141.36983,121.03234,-0.052993562,402.1197,2580000.0,6416.0,161250.0,,798720.0,0.00022,0.2,2.3607447 +141.36983,121.54896,-0.053675454,399.137,2590000.0,6489.0,161875.0,,808960.0,0.00022,0.2,2.3448472 +142.68912,122.07874,-0.053675454,400.43124,2600000.0,6493.0,162500.0,,808960.0,0.00022,0.2,2.3448472 +142.68912,122.59548,-0.053675454,401.7857,2610000.0,6496.0,163125.0,,808960.0,0.00022,0.2,2.3448472 +143.12233,123.08939,-0.053675454,403.07693,2620000.0,6500.0,163750.0,,808960.0,0.00022,0.2,2.3448472 +143.30324,123.58511,-0.054051824,400.1826,2630000.0,6572.0,164375.0,,819200.0,0.00022,0.2,2.315626 +143.30324,124.06078,-0.054051824,401.45984,2640000.0,6576.0,165000.0,,819200.0,0.00022,0.2,2.315626 +143.94164,124.52373,-0.054051824,402.79678,2650000.0,6579.0,165625.0,,819200.0,0.00022,0.2,2.315626 +144.9675,124.99696,-0.05289839,399.87973,2660000.0,6652.0,166250.0,,829440.0,0.00022,0.2,2.2772532 +144.9675,125.4513,-0.05289839,401.1418,2670000.0,6656.0,166875.0,,829440.0,0.00022,0.2,2.2772532 +146.20976,125.918076,-0.05289839,402.4024,2680000.0,6660.0,167500.0,,829440.0,0.00022,0.2,2.2772532 +146.20976,126.34841,-0.051134538,399.58408,2690000.0,6732.0,168125.0,,839680.0,0.00022,0.2,2.259997 +146.46019,126.75885,-0.051134538,400.83136,2700000.0,6736.0,168750.0,,839680.0,0.00022,0.2,2.259997 +146.84196,127.173096,-0.051134538,402.1368,2710000.0,6739.0,169375.0,,839680.0,0.00022,0.2,2.259997 +146.84196,127.56184,-0.051666196,399.29535,2720000.0,6812.0,170000.0,,849920.0,0.00022,0.2,2.2457075 +147.16138,127.93051,-0.051666196,400.46942,2730000.0,6817.0,170625.0,,849920.0,0.00022,0.2,2.2457075 +147.4571,128.30214,-0.051666196,401.70062,2740000.0,6821.0,171250.0,,849920.0,0.00022,0.2,2.2457075 +147.4571,128.646,-0.051666196,402.9304,2750000.0,6825.0,171875.0,,849920.0,0.00022,0.2,2.2457075 +147.07153,128.986,-0.05135571,400.0,2760000.0,6900.0,172500.0,,860160.0,0.00022,0.2,2.2229943 +147.07153,129.30566,-0.05135571,401.21667,2770000.0,6904.0,173125.0,,860160.0,0.00022,0.2,2.2229943 +146.54756,129.6063,-0.05135571,402.43198,2780000.0,6908.0,173750.0,,860160.0,0.00022,0.2,2.2229943 +145.85396,129.89996,-0.052070852,399.59897,2790000.0,6982.0,174375.0,,870400.0,0.00022,0.2,2.198108 +145.85396,130.1629,-0.052070852,400.8016,2800000.0,6986.0,175000.0,,870400.0,0.00022,0.2,2.198108 +145.17802,130.39417,-0.052070852,401.94537,2810000.0,6991.0,175625.0,,870400.0,0.00022,0.2,2.198108 +144.83737,130.622,-0.05556464,399.20724,2820000.0,7064.0,176250.0,,880640.0,0.00022,0.2,2.2275817 +144.83737,130.82484,-0.05556464,400.39615,2830000.0,7068.0,176875.0,,880640.0,0.00022,0.2,2.2275817 +142.99155,131.00923,-0.05556464,401.5837,2840000.0,7072.0,177500.0,,880640.0,0.00022,0.2,2.2275817 +142.99155,131.17516,-0.05556464,402.713,2850000.0,7077.0,178125.0,,880640.0,0.00022,0.2,2.2275817 +141.64418,131.30933,-0.055784196,400.0,2860000.0,7150.0,178750.0,,890880.0,0.00022,0.2,2.2663865 +138.61229,131.4132,-0.055784196,401.17416,2870000.0,7154.0,179375.0,,890880.0,0.00022,0.2,2.2663865 +138.61229,131.50928,-0.055784196,402.34702,2880000.0,7158.0,180000.0,,890880.0,0.00022,0.2,2.2663865 +135.0924,131.57106,-0.056937754,399.6681,2890000.0,7231.0,180625.0,,901120.0,0.00022,0.2,2.3079069 +131.73564,131.59926,-0.056937754,400.8293,2900000.0,7235.0,181250.0,,901120.0,0.00022,0.2,2.3079069 +131.73564,131.6253,-0.056937754,401.98923,2910000.0,7239.0,181875.0,,901120.0,0.00022,0.2,2.3079069 +127.4128,131.60814,-0.057003964,399.4528,2920000.0,7310.0,182500.0,,911360.0,0.00022,0.2,2.320388 +127.4128,131.58075,-0.057003964,400.6016,2930000.0,7314.0,183125.0,,911360.0,0.00022,0.2,2.320388 +124.835846,131.51862,-0.057003964,401.7491,2940000.0,7318.0,183750.0,,911360.0,0.00022,0.2,2.320388 +122.59253,131.43405,-0.058051724,399.24213,2950000.0,7389.0,184375.0,,921600.0,0.00022,0.2,2.3585844 +122.59253,131.34892,-0.058051724,400.4329,2960000.0,7392.0,185000.0,,921600.0,0.00022,0.2,2.3585844 +122.001,131.25505,-0.058051724,401.56842,2970000.0,7396.0,185625.0,,921600.0,0.00022,0.2,2.3585844 +122.51825,131.16635,-0.058051724,402.7027,2980000.0,7400.0,186250.0,,921600.0,0.00022,0.2,2.3585844 +122.51825,131.0749,-0.057653196,400.21417,2990000.0,7471.0,186875.0,,931840.0,0.00022,0.2,2.3705826 +123.131485,130.98956,-0.057653196,401.3378,3000000.0,7475.0,187500.0,,931840.0,0.00022,0.2,2.3705826 +123.131485,130.89703,-0.057653196,402.46024,3010000.0,7479.0,188125.0,,931840.0,0.00022,0.2,2.3705826 +124.836655,130.82289,-0.057454407,400.0,3020000.0,7550.0,188750.0,,942080.0,0.00022,0.2,2.3900123 +126.74152,130.76779,-0.057454407,401.112,3030000.0,7554.0,189375.0,,942080.0,0.00022,0.2,2.3900123 +126.74152,130.71312,-0.057454407,402.2228,3040000.0,7558.0,190000.0,,942080.0,0.00022,0.2,2.3900123 +126.92645,130.66031,-0.057685394,399.73788,3050000.0,7630.0,190625.0,,952320.0,0.00022,0.2,2.3867626 +127.11672,130.60698,-0.057685394,400.83835,3060000.0,7634.0,191250.0,,952320.0,0.00022,0.2,2.3867626 +127.11672,130.54765,-0.057685394,401.9903,3070000.0,7637.0,191875.0,,952320.0,0.00022,0.2,2.3867626 +127.39091,130.49109,-0.057685394,403.0886,3080000.0,7641.0,192500.0,,952320.0,0.00022,0.2,2.3867626 +127.39091,130.42162,-0.05690058,400.5704,3090000.0,7714.0,193125.0,,962560.0,0.00022,0.2,2.3839087 +127.82871,130.34995,-0.05690058,401.7105,3100000.0,7717.0,193750.0,,962560.0,0.00022,0.2,2.3839087 +128.74675,130.28746,-0.05690058,402.79758,3110000.0,7721.0,194375.0,,962560.0,0.00022,0.2,2.3839087 +128.74675,130.22066,-0.055829298,400.35928,3120000.0,7793.0,195000.0,,972800.0,0.00022,0.2,2.373167 +127.89718,130.14537,-0.055829298,401.43646,3130000.0,7797.0,195625.0,,972800.0,0.00022,0.2,2.373167 +128.9975,130.08301,-0.055829298,402.5125,3140000.0,7801.0,196250.0,,972800.0,0.00022,0.2,2.373167 +128.9975,130.02919,-0.057236593,400.0508,3150000.0,7874.0,196875.0,,983040.0,0.00022,0.2,2.361979 +129.38438,129.97926,-0.057236593,401.11703,3160000.0,7878.0,197500.0,,983040.0,0.00022,0.2,2.361979 +129.38438,129.94107,-0.057236593,402.23322,3170000.0,7881.0,198125.0,,983040.0,0.00022,0.2,2.361979 +129.48854,129.92838,-0.056739043,399.79883,3180000.0,7954.0,198750.0,,993280.0,0.00022,0.2,2.368753 +129.8319,129.9191,-0.056739043,400.8545,3190000.0,7958.0,199375.0,,993280.0,0.00022,0.2,2.368753 +129.8319,129.93292,-0.056739043,401.95956,3200000.0,7961.0,200000.0,,993280.0,0.00022,0.2,2.368753 +130.06535,129.94907,-0.056739043,403.01318,3210000.0,7965.0,200625.0,,993280.0,0.00022,0.2,2.368753 +131.17485,129.99956,-0.05521966,400.59717,3220000.0,8038.0,201250.0,,1003520.0,0.00022,0.2,2.3619018 +131.17485,130.07368,-0.05521966,401.69135,3230000.0,8041.0,201875.0,,1003520.0,0.00022,0.2,2.3619018 +132.13461,130.1574,-0.05521966,402.73462,3240000.0,8045.0,202500.0,,1003520.0,0.00022,0.2,2.3619018 +132.13461,130.26167,-0.05447606,400.3449,3250000.0,8118.0,203125.0,,1013760.0,0.00022,0.2,2.3454747 +133.39294,130.40054,-0.05447606,401.37897,3260000.0,8122.0,203750.0,,1013760.0,0.00022,0.2,2.3454747 +134.81364,130.5536,-0.05447606,402.41202,3270000.0,8126.0,204375.0,,1013760.0,0.00022,0.2,2.3454747 +134.81364,130.7355,-0.052899223,400.0488,3280000.0,8199.0,205000.0,,1024000.0,0.00022,0.2,2.3237762 +136.13857,130.93065,-0.052899223,401.0239,3290000.0,8204.0,205625.0,,1024000.0,0.00022,0.2,2.3237762 +138.37004,131.16673,-0.052899223,402.04678,3300000.0,8208.0,206250.0,,1024000.0,0.00022,0.2,2.3237762 +138.37004,131.41516,-0.050837357,399.71017,3310000.0,8281.0,206875.0,,1034240.0,0.00022,0.2,2.2872634 +139.7751,131.67764,-0.050837357,400.77258,3320000.0,8284.0,207500.0,,1034240.0,0.00022,0.2,2.2872634 +139.7751,131.95422,-0.050837357,401.7857,3330000.0,8288.0,208125.0,,1034240.0,0.00022,0.2,2.2872634 +141.36342,132.26028,-0.050837357,402.79788,3340000.0,8292.0,208750.0,,1034240.0,0.00022,0.2,2.2872634 +142.00745,132.57277,-0.049275618,400.43033,3350000.0,8366.0,209375.0,,1044480.0,0.00022,0.2,2.2647822 +142.00745,132.88852,-0.049275618,401.48166,3360000.0,8369.0,210000.0,,1044480.0,0.00022,0.2,2.2647822 +143.53113,133.2195,-0.049275618,402.53226,3370000.0,8372.0,210625.0,,1044480.0,0.00022,0.2,2.2647822 +143.87668,133.54541,-0.05125795,400.14206,3380000.0,8447.0,211250.0,,1054720.0,0.00022,0.2,2.2545352 +143.87668,133.86346,-0.05125795,401.18344,3390000.0,8450.0,211875.0,,1054720.0,0.00022,0.2,2.2545352 +143.52261,134.178,-0.05125795,402.17648,3400000.0,8454.0,212500.0,,1054720.0,0.00022,0.2,2.2545352 +143.52261,134.4796,-0.051989835,399.76553,3410000.0,8530.0,213125.0,,1064960.0,0.00022,0.2,2.2272284 +143.52113,134.7775,-0.051989835,400.7969,3420000.0,8533.0,213750.0,,1064960.0,0.00022,0.2,2.2272284 +143.21259,135.07231,-0.051989835,401.82755,3430000.0,8536.0,214375.0,,1064960.0,0.00022,0.2,2.2272284 +143.21259,135.35071,-0.051989835,402.8103,3440000.0,8540.0,215000.0,,1064960.0,0.00022,0.2,2.2272284 +143.13179,135.62831,-0.052399572,400.60382,3450000.0,8612.0,215625.0,,1075200.0,0.00022,0.2,2.2429676 +142.44043,135.87401,-0.052399572,401.57846,3460000.0,8616.0,216250.0,,1075200.0,0.00022,0.2,2.2429676 +142.44043,136.09122,-0.052399572,402.55222,3470000.0,8620.0,216875.0,,1075200.0,0.00022,0.2,2.2429676 +142.14937,136.30548,-0.054112483,400.3221,3480000.0,8693.0,217500.0,,1085440.0,0.00022,0.2,2.2692118 +142.14937,136.49214,-0.054112483,401.2878,3490000.0,8697.0,218125.0,,1085440.0,0.00022,0.2,2.2692118 +140.5386,136.63654,-0.054112483,402.25262,3500000.0,8701.0,218750.0,,1085440.0,0.00022,0.2,2.2692118 +138.58174,136.76137,-0.05493371,400.0912,3510000.0,8773.0,219375.0,,1095680.0,0.00022,0.2,2.3154657 +138.58174,136.84315,-0.05493371,401.0482,3520000.0,8777.0,220000.0,,1095680.0,0.00022,0.2,2.3154657 +135.82794,136.8974,-0.05493371,402.00433,3530000.0,8781.0,220625.0,,1095680.0,0.00022,0.2,2.3154657 +133.44273,136.88847,-0.05598053,399.86444,3540000.0,8853.0,221250.0,,1105920.0,0.00022,0.2,2.344009 +133.44273,136.84604,-0.05598053,400.8582,3550000.0,8856.0,221875.0,,1105920.0,0.00022,0.2,2.344009 +130.18996,136.77109,-0.05598053,401.80588,3560000.0,8860.0,222500.0,,1105920.0,0.00022,0.2,2.344009 +130.18996,136.67468,-0.05598053,402.75272,3570000.0,8864.0,223125.0,,1105920.0,0.00022,0.2,2.344009 +128.427,136.54526,-0.055560615,400.6715,3580000.0,8935.0,223750.0,,1116160.0,0.00022,0.2,2.3576794 +127.25604,136.40411,-0.055560615,401.61093,3590000.0,8939.0,224375.0,,1116160.0,0.00022,0.2,2.3576794 +127.25604,136.24979,-0.055560615,402.63953,3600000.0,8941.0,225000.0,,1116160.0,0.00022,0.2,2.3576794 +127.36349,136.09651,-0.057605267,400.3549,3610000.0,9017.0,225625.0,,1126400.0,0.00022,0.2,2.367495 +126.80694,135.93336,-0.057605267,401.33038,3620000.0,9020.0,226250.0,,1126400.0,0.00022,0.2,2.367495 +126.80694,135.7684,-0.057605267,402.26065,3630000.0,9024.0,226875.0,,1126400.0,0.00022,0.2,2.367495 +126.407326,135.59944,-0.057480376,400.04398,3640000.0,9099.0,227500.0,,1136640.0,0.00022,0.2,2.3819225 +126.407326,135.4241,-0.057480376,400.9667,3650000.0,9103.0,228125.0,,1136640.0,0.00022,0.2,2.3819225 +126.90106,135.24345,-0.057480376,401.9328,3660000.0,9106.0,228750.0,,1136640.0,0.00022,0.2,2.3819225 +125.05552,135.04434,-0.057480376,402.854,3670000.0,9110.0,229375.0,,1136640.0,0.00022,0.2,2.3819225 +125.05552,134.8328,-0.05768655,400.69687,3680000.0,9184.0,230000.0,,1146880.0,0.00022,0.2,2.4024706 +123.898346,134.60968,-0.05768655,401.6108,3690000.0,9188.0,230625.0,,1146880.0,0.00022,0.2,2.4024706 +122.82228,134.3733,-0.05768655,402.56772,3700000.0,9191.0,231250.0,,1146880.0,0.00022,0.2,2.4024706 +122.82228,134.1331,-0.057731826,400.38852,3710000.0,9266.0,231875.0,,1157120.0,0.00022,0.2,2.4133706 +123.43941,133.89906,-0.057731826,401.2945,3720000.0,9270.0,232500.0,,1157120.0,0.00022,0.2,2.4133706 +123.43941,133.66185,-0.057731826,402.24307,3730000.0,9273.0,233125.0,,1157120.0,0.00022,0.2,2.4133706 +122.81837,133.41547,-0.05707754,400.08557,3740000.0,9348.0,233750.0,,1167360.0,0.00022,0.2,2.4177284 +123.77911,133.1787,-0.05707754,400.98373,3750000.0,9352.0,234375.0,,1167360.0,0.00022,0.2,2.4177284 +123.77911,132.94576,-0.05707754,401.9241,3760000.0,9355.0,235000.0,,1167360.0,0.00022,0.2,2.4177284 +125.69987,132.73204,-0.056890663,399.7455,3770000.0,9431.0,235625.0,,1177600.0,0.00022,0.2,2.4193444 +127.52149,132.5418,-0.056890663,400.6784,3780000.0,9434.0,236250.0,,1177600.0,0.00022,0.2,2.4193444 +127.52149,132.35846,-0.056890663,401.5681,3790000.0,9438.0,236875.0,,1177600.0,0.00022,0.2,2.4193444 +128.88385,132.18875,-0.056890663,402.49973,3800000.0,9441.0,237500.0,,1177600.0,0.00022,0.2,2.4193444 +128.88385,132.02582,-0.05642118,400.42038,3810000.0,9515.0,238125.0,,1187840.0,0.00022,0.2,2.4155617 +130.20311,131.87947,-0.05642118,401.30264,3820000.0,9519.0,238750.0,,1187840.0,0.00022,0.2,2.4155617 +132.36142,131.7547,-0.05642118,402.2264,3830000.0,9522.0,239375.0,,1187840.0,0.00022,0.2,2.4155617 +132.36142,131.6484,-0.05500667,400.16675,3840000.0,9596.0,240000.0,,1198080.0,0.00022,0.2,2.4081595 +133.57378,131.55424,-0.05500667,401.08344,3850000.0,9599.0,240625.0,,1198080.0,0.00022,0.2,2.4081595 +134.89143,131.48671,-0.05500667,401.95773,3860000.0,9603.0,241250.0,,1198080.0,0.00022,0.2,2.4081595 +134.89143,131.44951,-0.054219425,399.91733,3870000.0,9677.0,241875.0,,1208320.0,0.00022,0.2,2.4036722 +135.52293,131.41861,-0.054219425,400.82645,3880000.0,9680.0,242500.0,,1208320.0,0.00022,0.2,2.4036722 +135.52293,131.4229,-0.054219425,401.735,3890000.0,9683.0,243125.0,,1208320.0,0.00022,0.2,2.4036722 +135.62817,131.46182,-0.055843003,399.754,3900000.0,9756.0,243750.0,,1218560.0,0.00022,0.2,2.373622 +136.20152,131.50647,-0.055843003,400.61475,3910000.0,9760.0,244375.0,,1218560.0,0.00022,0.2,2.373622 +136.20152,131.59436,-0.055843003,401.51593,3920000.0,9763.0,245000.0,,1218560.0,0.00022,0.2,2.373622 +136.5596,131.68584,-0.055843003,402.37534,3930000.0,9767.0,245625.0,,1218560.0,0.00022,0.2,2.373622 +137.00438,131.80753,-0.05397314,400.3658,3940000.0,9841.0,246250.0,,1228800.0,0.00022,0.2,2.3512096 +137.00438,131.95164,-0.05397314,401.25964,3950000.0,9844.0,246875.0,,1228800.0,0.00022,0.2,2.3512096 +137.66675,132.10239,-0.05397314,402.1121,3960000.0,9848.0,247500.0,,1228800.0,0.00022,0.2,2.3512096 +137.66675,132.25905,-0.05357623,400.08063,3970000.0,9923.0,248125.0,,1239040.0,0.00022,0.2,2.331813 +139.01001,132.42397,-0.05357623,400.96716,3980000.0,9926.0,248750.0,,1239040.0,0.00022,0.2,2.331813 +140.90076,132.60779,-0.05357623,401.85315,3990000.0,9929.0,249375.0,,1239040.0,0.00022,0.2,2.331813 +140.90076,132.78548,-0.051883698,400.24014,4000000.0,9994.0,250000.0,,1249280.0,0.00022,0.2,2.3160799 diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_eval.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..c757a331355674a3cbae79b10d9f49bd82acbd82 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_eval.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 132.7854766845703, + "strength": 106.67069244384766, + "max_strength": 148.60443115234375, + "final_strength": 142.04808044433594, + "sample_efficiency": 6.821410352131352e-07, + "training_efficiency": 2.1782470867037773e-06, + "stability": 0.9972404837608337 + }, + "local": { + "mean_returns": [ + NaN, + 14.388321876525879, + 14.388321876525879, + 12.336468696594238, + 14.427814483642578, + 14.427814483642578, + 14.766175270080566, + 14.766175270080566, + 16.018613815307617, + 16.749176025390625, + 16.749176025390625, + 18.164743423461914, + 20.420948028564453, + 20.420948028564453, + 22.184240341186523, + 22.184240341186523, + 23.03789520263672, + 24.303667068481445, + 24.303667068481445, + 25.461475372314453, + 26.70208740234375, + 26.70208740234375, + 27.812496185302734, + 27.812496185302734, + 29.46497917175293, + 31.284414291381836, + 31.284414291381836, + 33.469200134277344, + 35.6933479309082, + 35.6933479309082, + 37.54254150390625, + 37.54254150390625, + 38.89077377319336, + 40.000553131103516, + 40.000553131103516, + 41.83846664428711, + 42.54754638671875, + 42.54754638671875, + 43.300079345703125, + 43.300079345703125, + 44.13613510131836, + 44.68486022949219, + 44.68486022949219, + 45.83867263793945, + 45.93032455444336, + 45.93032455444336, + 46.36139678955078, + 46.36139678955078, + 47.21796417236328, + 47.35062026977539, + 47.35062026977539, + 48.037139892578125, + 48.42939758300781, + 48.42939758300781, + 49.108192443847656, + 49.108192443847656, + 49.90159606933594, + 50.40326690673828, + 50.40326690673828, + 50.75984573364258, + 51.34945297241211, + 51.34945297241211, + 51.89506149291992, + 51.89506149291992, + 52.644439697265625, + 53.391822814941406, + 53.391822814941406, + 54.24574279785156, + 54.995243072509766, + 54.995243072509766, + 56.1143798828125, + 56.1143798828125, + 56.184326171875, + 57.55896759033203, + 57.55896759033203, + 58.02968978881836, + 59.26155090332031, + 59.26155090332031, + 60.07686996459961, + 60.07686996459961, + 60.45320129394531, + 61.829994201660156, + 61.829994201660156, + 62.69597244262695, + 63.6866569519043, + 63.6866569519043, + 64.96005249023438, + 64.96005249023438, + 66.23021697998047, + 68.20451354980469, + 68.20451354980469, + 70.85240936279297, + 74.54043579101562, + 74.54043579101562, + 77.24239349365234, + 77.24239349365234, + 82.1731948852539, + 87.6451187133789, + 87.6451187133789, + 93.0803451538086, + 97.57474517822266, + 97.57474517822266, + 102.01109313964844, + 102.01109313964844, + 106.10370635986328, + 109.03887939453125, + 109.03887939453125, + 110.68132781982422, + 113.54633331298828, + 113.54633331298828, + 115.94540405273438, + 115.94540405273438, + 117.63175964355469, + 119.80656433105469, + 119.80656433105469, + 121.54438781738281, + 122.26207733154297, + 122.26207733154297, + 122.83547973632812, + 122.83547973632812, + 123.3155746459961, + 123.63825225830078, + 123.63825225830078, + 122.9366683959961, + 123.55389404296875, + 123.55389404296875, + 123.79426574707031, + 123.79426574707031, + 124.3906478881836, + 124.41778564453125, + 124.41778564453125, + 124.95496368408203, + 123.04920959472656, + 123.04920959472656, + 121.3104476928711, + 121.3104476928711, + 117.78831481933594, + 114.80382537841797, + 114.80382537841797, + 109.50605773925781, + 103.6719970703125, + 103.6719970703125, + 98.23583984375, + 98.23583984375, + 93.57171630859375, + 89.90403747558594, + 89.90403747558594, + 86.82035064697266, + 85.46928405761719, + 85.46928405761719, + 84.98440551757812, + 84.98440551757812, + 85.0429458618164, + 84.55242156982422, + 84.55242156982422, + 86.65495300292969, + 88.0793228149414, + 88.0793228149414, + 89.7103271484375, + 89.7103271484375, + 91.01622772216797, + 93.73084259033203, + 93.73084259033203, + 95.73641204833984, + 97.64579772949219, + 97.64579772949219, + 99.53205108642578, + 99.53205108642578, + 103.17681884765625, + 105.41654205322266, + 105.41654205322266, + 107.96701049804688, + 110.29456329345703, + 110.29456329345703, + 113.07109832763672, + 113.07109832763672, + 115.10460662841797, + 116.48560333251953, + 116.48560333251953, + 119.56007385253906, + 122.05284118652344, + 122.05284118652344, + 124.55252075195312, + 124.55252075195312, + 126.4002456665039, + 128.22657775878906, + 128.22657775878906, + 129.00445556640625, + 128.9153594970703, + 128.9153594970703, + 129.13003540039062, + 129.13003540039062, + 130.15267944335938, + 131.04896545410156, + 131.04896545410156, + 131.1063690185547, + 131.387451171875, + 131.387451171875, + 131.66384887695312, + 131.66384887695312, + 132.3863983154297, + 132.25074768066406, + 132.25074768066406, + 132.20774841308594, + 132.20774841308594, + 132.4501190185547, + 133.04873657226562, + 133.04873657226562, + 134.33656311035156, + 134.99542236328125, + 134.99542236328125, + 135.42738342285156, + 135.42738342285156, + 135.23318481445312, + 134.37774658203125, + 134.37774658203125, + 133.20408630371094, + 130.75840759277344, + 130.75840759277344, + 128.4498291015625, + 128.4498291015625, + 126.12754821777344, + 123.76233673095703, + 123.76233673095703, + 121.70648193359375, + 119.50678253173828, + 119.50678253173828, + 116.62408447265625, + 116.62408447265625, + 114.7620849609375, + 113.5270767211914, + 113.5270767211914, + 112.11666107177734, + 110.75827026367188, + 110.75827026367188, + 110.43338012695312, + 110.43338012695312, + 111.28561401367188, + 112.07035827636719, + 112.07035827636719, + 113.36089324951172, + 113.73150634765625, + 113.73150634765625, + 115.37276458740234, + 115.37276458740234, + 117.8689193725586, + 120.7214584350586, + 120.7214584350586, + 123.4837646484375, + 126.09910583496094, + 126.09910583496094, + 130.40293884277344, + 130.40293884277344, + 134.33631896972656, + 137.68487548828125, + 137.68487548828125, + 139.83099365234375, + 141.3698272705078, + 141.3698272705078, + 142.68911743164062, + 142.68911743164062, + 143.12232971191406, + 143.30323791503906, + 143.30323791503906, + 143.94163513183594, + 144.96749877929688, + 144.96749877929688, + 146.2097625732422, + 146.2097625732422, + 146.46018981933594, + 146.8419647216797, + 146.8419647216797, + 147.161376953125, + 147.4571075439453, + 147.4571075439453, + 147.071533203125, + 147.071533203125, + 146.5475616455078, + 145.8539581298828, + 145.8539581298828, + 145.1780242919922, + 144.83737182617188, + 144.83737182617188, + 142.99154663085938, + 142.99154663085938, + 141.64418029785156, + 138.61228942871094, + 138.61228942871094, + 135.0924072265625, + 131.7356414794922, + 131.7356414794922, + 127.41280364990234, + 127.41280364990234, + 124.83584594726562, + 122.592529296875, + 122.592529296875, + 122.0009994506836, + 122.51824951171875, + 122.51824951171875, + 123.13148498535156, + 123.13148498535156, + 124.83665466308594, + 126.74152374267578, + 126.74152374267578, + 126.92645263671875, + 127.1167221069336, + 127.1167221069336, + 127.39090728759766, + 127.39090728759766, + 127.8287124633789, + 128.7467498779297, + 128.7467498779297, + 127.89717864990234, + 128.99749755859375, + 128.99749755859375, + 129.38438415527344, + 129.38438415527344, + 129.48854064941406, + 129.83189392089844, + 129.83189392089844, + 130.0653533935547, + 131.1748504638672, + 131.1748504638672, + 132.13461303710938, + 132.13461303710938, + 133.3929443359375, + 134.8136444091797, + 134.8136444091797, + 136.13856506347656, + 138.3700408935547, + 138.3700408935547, + 139.7751007080078, + 139.7751007080078, + 141.36341857910156, + 142.0074462890625, + 142.0074462890625, + 143.5311279296875, + 143.87667846679688, + 143.87667846679688, + 143.52261352539062, + 143.52261352539062, + 143.52113342285156, + 143.21258544921875, + 143.21258544921875, + 143.1317901611328, + 142.4404296875, + 142.4404296875, + 142.1493682861328, + 142.1493682861328, + 140.53860473632812, + 138.5817413330078, + 138.5817413330078, + 135.82794189453125, + 133.44273376464844, + 133.44273376464844, + 130.18995666503906, + 130.18995666503906, + 128.427001953125, + 127.25604248046875, + 127.25604248046875, + 127.36348724365234, + 126.80693817138672, + 126.80693817138672, + 126.4073257446289, + 126.4073257446289, + 126.90106201171875, + 125.0555191040039, + 125.0555191040039, + 123.89834594726562, + 122.82228088378906, + 122.82228088378906, + 123.43940734863281, + 123.43940734863281, + 122.81836700439453, + 123.77911376953125, + 123.77911376953125, + 125.69986724853516, + 127.52149200439453, + 127.52149200439453, + 128.88385009765625, + 128.88385009765625, + 130.20310974121094, + 132.36141967773438, + 132.36141967773438, + 133.5737762451172, + 134.8914337158203, + 134.8914337158203, + 135.52293395996094, + 135.52293395996094, + 135.628173828125, + 136.20152282714844, + 136.20152282714844, + 136.55960083007812, + 137.00437927246094, + 137.00437927246094, + 137.666748046875, + 137.666748046875, + 139.010009765625, + 140.9007568359375, + 140.9007568359375 + ], + "strengths": [ + NaN, + 15.53564453125, + 15.53564453125, + 13.48379135131836, + 15.5751371383667, + 15.5751371383667, + 15.913497924804688, + 15.913497924804688, + 17.165935516357422, + 17.89649772644043, + 17.89649772644043, + 19.31206512451172, + 21.568269729614258, + 21.568269729614258, + 23.331562042236328, + 23.331562042236328, + 24.185216903686523, + 25.45098876953125, + 25.45098876953125, + 26.608797073364258, + 27.849409103393555, + 27.849409103393555, + 28.95981788635254, + 28.95981788635254, + 30.612300872802734, + 32.43173599243164, + 32.43173599243164, + 34.61652374267578, + 36.84067153930664, + 36.84067153930664, + 38.68986511230469, + 38.68986511230469, + 40.0380973815918, + 41.14787673950195, + 41.14787673950195, + 42.98579025268555, + 43.69486999511719, + 43.69486999511719, + 44.44740295410156, + 44.44740295410156, + 45.2834587097168, + 45.832183837890625, + 45.832183837890625, + 46.98599624633789, + 47.0776481628418, + 47.0776481628418, + 47.50872039794922, + 47.50872039794922, + 48.36528778076172, + 48.49794387817383, + 48.49794387817383, + 49.18446350097656, + 49.57672119140625, + 49.57672119140625, + 50.255516052246094, + 50.255516052246094, + 51.048919677734375, + 51.55059051513672, + 51.55059051513672, + 51.907169342041016, + 52.49677658081055, + 52.49677658081055, + 53.04238510131836, + 53.04238510131836, + 53.79176330566406, + 54.539146423339844, + 54.539146423339844, + 55.39306640625, + 56.1425666809082, + 56.1425666809082, + 57.26170349121094, + 57.26170349121094, + 57.33164978027344, + 58.70629119873047, + 58.70629119873047, + 59.1770133972168, + 60.40887451171875, + 60.40887451171875, + 61.22419357299805, + 61.22419357299805, + 61.60052490234375, + 62.977317810058594, + 62.977317810058594, + 63.84329605102539, + 64.83397674560547, + 64.83397674560547, + 66.10737609863281, + 66.10737609863281, + 67.3775405883789, + 69.35183715820312, + 69.35183715820312, + 71.9997329711914, + 75.68775939941406, + 75.68775939941406, + 78.38971710205078, + 78.38971710205078, + 83.32051849365234, + 88.79244232177734, + 88.79244232177734, + 94.22766876220703, + 98.7220687866211, + 98.7220687866211, + 103.15841674804688, + 103.15841674804688, + 107.25102996826172, + 110.18620300292969, + 110.18620300292969, + 111.82865142822266, + 114.69365692138672, + 114.69365692138672, + 117.09272766113281, + 117.09272766113281, + 118.77908325195312, + 120.95388793945312, + 120.95388793945312, + 122.69171142578125, + 123.4094009399414, + 123.4094009399414, + 123.98280334472656, + 123.98280334472656, + 124.46289825439453, + 124.78557586669922, + 124.78557586669922, + 124.08399200439453, + 124.70121765136719, + 124.70121765136719, + 124.94158935546875, + 124.94158935546875, + 125.53797149658203, + 125.56510925292969, + 125.56510925292969, + 126.10228729248047, + 124.196533203125, + 124.196533203125, + 122.45777130126953, + 122.45777130126953, + 118.93563842773438, + 115.9511489868164, + 115.9511489868164, + 110.65338134765625, + 104.81932067871094, + 104.81932067871094, + 99.38316345214844, + 99.38316345214844, + 94.71903991699219, + 91.05136108398438, + 91.05136108398438, + 87.9676742553711, + 86.61660766601562, + 86.61660766601562, + 86.13172912597656, + 86.13172912597656, + 86.19026947021484, + 85.69974517822266, + 85.69974517822266, + 87.80227661132812, + 89.22664642333984, + 89.22664642333984, + 90.85765075683594, + 90.85765075683594, + 92.1635513305664, + 94.87816619873047, + 94.87816619873047, + 96.88373565673828, + 98.79312133789062, + 98.79312133789062, + 100.67937469482422, + 100.67937469482422, + 104.32414245605469, + 106.5638656616211, + 106.5638656616211, + 109.11433410644531, + 111.44188690185547, + 111.44188690185547, + 114.21842193603516, + 114.21842193603516, + 116.2519302368164, + 117.63292694091797, + 117.63292694091797, + 120.7073974609375, + 123.20016479492188, + 123.20016479492188, + 125.69984436035156, + 125.69984436035156, + 127.54756927490234, + 129.3739013671875, + 129.3739013671875, + 130.1517791748047, + 130.06268310546875, + 130.06268310546875, + 130.27735900878906, + 130.27735900878906, + 131.3000030517578, + 132.1962890625, + 132.1962890625, + 132.25369262695312, + 132.53477478027344, + 132.53477478027344, + 132.81117248535156, + 132.81117248535156, + 133.53372192382812, + 133.3980712890625, + 133.3980712890625, + 133.35507202148438, + 133.35507202148438, + 133.59744262695312, + 134.19606018066406, + 134.19606018066406, + 135.48388671875, + 136.1427459716797, + 136.1427459716797, + 136.57470703125, + 136.57470703125, + 136.38050842285156, + 135.5250701904297, + 135.5250701904297, + 134.35140991210938, + 131.90573120117188, + 131.90573120117188, + 129.59715270996094, + 129.59715270996094, + 127.27487182617188, + 124.90966033935547, + 124.90966033935547, + 122.85380554199219, + 120.65410614013672, + 120.65410614013672, + 117.77140808105469, + 117.77140808105469, + 115.90940856933594, + 114.67440032958984, + 114.67440032958984, + 113.26398468017578, + 111.90559387207031, + 111.90559387207031, + 111.58070373535156, + 111.58070373535156, + 112.43293762207031, + 113.21768188476562, + 113.21768188476562, + 114.50821685791016, + 114.87882995605469, + 114.87882995605469, + 116.52008819580078, + 116.52008819580078, + 119.01624298095703, + 121.86878204345703, + 121.86878204345703, + 124.63108825683594, + 127.24642944335938, + 127.24642944335938, + 131.55026245117188, + 131.55026245117188, + 135.483642578125, + 138.8321990966797, + 138.8321990966797, + 140.9783172607422, + 142.51715087890625, + 142.51715087890625, + 143.83644104003906, + 143.83644104003906, + 144.2696533203125, + 144.4505615234375, + 144.4505615234375, + 145.08895874023438, + 146.1148223876953, + 146.1148223876953, + 147.35708618164062, + 147.35708618164062, + 147.60751342773438, + 147.98928833007812, + 147.98928833007812, + 148.30870056152344, + 148.60443115234375, + 148.60443115234375, + 148.21885681152344, + 148.21885681152344, + 147.69488525390625, + 147.00128173828125, + 147.00128173828125, + 146.32534790039062, + 145.9846954345703, + 145.9846954345703, + 144.1388702392578, + 144.1388702392578, + 142.79150390625, + 139.75961303710938, + 139.75961303710938, + 136.23973083496094, + 132.88296508789062, + 132.88296508789062, + 128.56011962890625, + 128.56011962890625, + 125.98316955566406, + 123.73985290527344, + 123.73985290527344, + 123.14832305908203, + 123.66557312011719, + 123.66557312011719, + 124.27880859375, + 124.27880859375, + 125.98397827148438, + 127.88884735107422, + 127.88884735107422, + 128.0737762451172, + 128.2640380859375, + 128.2640380859375, + 128.53822326660156, + 128.53822326660156, + 128.9760284423828, + 129.89407348632812, + 129.89407348632812, + 129.04449462890625, + 130.1448211669922, + 130.1448211669922, + 130.53170776367188, + 130.53170776367188, + 130.6358642578125, + 130.97921752929688, + 130.97921752929688, + 131.21267700195312, + 132.32217407226562, + 132.32217407226562, + 133.2819366455078, + 133.2819366455078, + 134.54026794433594, + 135.96096801757812, + 135.96096801757812, + 137.285888671875, + 139.51736450195312, + 139.51736450195312, + 140.92242431640625, + 140.92242431640625, + 142.5107421875, + 143.15476989746094, + 143.15476989746094, + 144.67845153808594, + 145.0240020751953, + 145.0240020751953, + 144.66993713378906, + 144.66993713378906, + 144.66845703125, + 144.3599090576172, + 144.3599090576172, + 144.27911376953125, + 143.58775329589844, + 143.58775329589844, + 143.29669189453125, + 143.29669189453125, + 141.68592834472656, + 139.72906494140625, + 139.72906494140625, + 136.9752655029297, + 134.59005737304688, + 134.59005737304688, + 131.3372802734375, + 131.3372802734375, + 129.57432556152344, + 128.4033660888672, + 128.4033660888672, + 128.51080322265625, + 127.95426177978516, + 127.95426177978516, + 127.55464935302734, + 127.55464935302734, + 128.0483856201172, + 126.20284271240234, + 126.20284271240234, + 125.04566955566406, + 123.9696044921875, + 123.9696044921875, + 124.58673095703125, + 124.58673095703125, + 123.96569061279297, + 124.92643737792969, + 124.92643737792969, + 126.8471908569336, + 128.66880798339844, + 128.66880798339844, + 130.0311737060547, + 130.0311737060547, + 131.35043334960938, + 133.5087432861328, + 133.5087432861328, + 134.72109985351562, + 136.03875732421875, + 136.03875732421875, + 136.67025756835938, + 136.67025756835938, + 136.77549743652344, + 137.34884643554688, + 137.34884643554688, + 137.70692443847656, + 138.15170288085938, + 138.15170288085938, + 138.81407165527344, + 138.81407165527344, + 140.15733337402344, + 142.04808044433594, + 142.04808044433594 + ], + "sample_efficiencies": [ + NaN, + 4.999999873689376e-05, + 4.166666985838674e-05, + 3.662280141725205e-05, + 3.2317104341927916e-05, + 2.9097285732859746e-05, + 2.652462717378512e-05, + 2.4449149350402877e-05, + 2.2613037799601443e-05, + 2.103002589137759e-05, + 1.969868753803894e-05, + 1.8477974663255736e-05, + 1.7322756320936605e-05, + 1.633790452615358e-05, + 1.5421659554704092e-05, + 1.4627938980993349e-05, + 1.3907985703554004e-05, + 1.3242097338661551e-05, + 1.2652953955694102e-05, + 1.2104513189115096e-05, + 1.1592203918553423e-05, + 1.1132605322927702e-05, + 1.0701675819291268e-05, + 1.0311397090845276e-05, + 9.936625247064512e-06, + 9.576153388479725e-06, + 9.24800679058535e-06, + 8.928494025894906e-06, + 8.61876742419554e-06, + 8.336029168276582e-06, + 8.064213034231216e-06, + 7.814761374902446e-06, + 7.577125415991759e-06, + 7.3519759098417126e-06, + 7.143790753616486e-06, + 6.942289019207237e-06, + 6.752307399437996e-06, + 6.575571660505375e-06, + 6.407875844161026e-06, + 6.251065315154847e-06, + 6.101344297348987e-06, + 5.959106147201965e-06, + 5.8253049246559385e-06, + 5.696069820260163e-06, + 5.573905127675971e-06, + 5.458399300550809e-06, + 5.3479952839552425e-06, + 5.243253781372914e-06, + 5.141963811183814e-06, + 5.045377747592283e-06, + 4.9533832680026535e-06, + 4.86441877001198e-06, + 4.7788366828172e-06, + 4.69706083094934e-06, + 4.61777290183818e-06, + 4.541865564533509e-06, + 4.467984581424389e-06, + 4.396460099087562e-06, + 4.327826900407672e-06, + 4.261450612830231e-06, + 4.196932422928512e-06, + 4.134878054173896e-06, + 4.074527623743052e-06, + 4.016396360384533e-06, + 3.959577497880673e-06, + 3.90403965866426e-06, + 3.850466328003677e-06, + 3.797953240791685e-06, + 3.7465761124622077e-06, + 3.6969554457755294e-06, + 3.6480573726294097e-06, + 3.6007961625728058e-06, + 3.555027205948136e-06, + 3.509685711833299e-06, + 3.4658094136830186e-06, + 3.422986310397391e-06, + 3.3806559258664493e-06, + 3.339654085721122e-06, + 3.2993871172948275e-06, + 3.2603527415631106e-06, + 3.2222606023424305e-06, + 3.184485876772669e-06, + 3.14783824251208e-06, + 3.111781779807643e-06, + 3.076242819588515e-06, + 3.0417393190873554e-06, + 3.0075746053626062e-06, + 2.974390099552693e-06, + 2.941531192846014e-06, + 2.908681835833704e-06, + 2.876775397453457e-06, + 2.844605205609696e-06, + 2.811793820001185e-06, + 2.7799687813967466e-06, + 2.7479998152557528e-06, + 2.7169930945092347e-06, + 2.6850450467463816e-06, + 2.6520965548115782e-06, + 2.6202271783404285e-06, + 2.5875285700749373e-06, + 2.554451839387184e-06, + 2.5225203899026383e-06, + 2.4903117719077272e-06, + 2.4592231966380496e-06, + 2.4280245725094574e-06, + 2.397102434770204e-06, + 2.3672623683523852e-06, + 2.3380216589430347e-06, + 2.3090658487490145e-06, + 2.2811002509115497e-06, + 2.253515503980452e-06, + 2.2268541215453297e-06, + 2.200701601395849e-06, + 2.174946303057368e-06, + 2.150028421965544e-06, + 2.1255636966088787e-06, + 2.1017378912802087e-06, + 2.078655597870238e-06, + 2.056176754194894e-06, + 2.0343745745776687e-06, + 2.0131351448071655e-06, + 1.992460283872788e-06, + 1.9723759123735363e-06, + 1.9529622932168422e-06, + 1.9339863683853764e-06, + 1.9155222616973333e-06, + 1.8975130160470144e-06, + 1.8799730696628103e-06, + 1.8628018096933374e-06, + 1.846061195465154e-06, + 1.8297367887498694e-06, + 1.8137444612875697e-06, + 1.7983709312829887e-06, + 1.7833561969382572e-06, + 1.7688886373434798e-06, + 1.754742584125779e-06, + 1.7412987745046848e-06, + 1.7284606883549714e-06, + 1.7158779428427806e-06, + 1.7040987358996063e-06, + 1.693137505753839e-06, + 1.6823607893456938e-06, + 1.6723073485991335e-06, + 1.662408408265037e-06, + 1.653112803978729e-06, + 1.6443000276922248e-06, + 1.6356043488485739e-06, + 1.6273110077236197e-06, + 1.6192458360819728e-06, + 1.6112780940602534e-06, + 1.6034496184147429e-06, + 1.5957135701683e-06, + 1.588063014423824e-06, + 1.5805441080374294e-06, + 1.5731114899608656e-06, + 1.5655846254958306e-06, + 1.558026156089909e-06, + 1.5505569308515987e-06, + 1.5430418898176868e-06, + 1.5356165476987371e-06, + 1.5281746073014801e-06, + 1.5206071566353785e-06, + 1.5131330428630463e-06, + 1.5055958328957786e-06, + 1.4980073501646984e-06, + 1.4905151601851685e-06, + 1.4829773817837122e-06, + 1.4755360098206438e-06, + 1.4679254718430457e-06, + 1.4602554756493191e-06, + 1.452688252356893e-06, + 1.4450444041358423e-06, + 1.437344963051146e-06, + 1.4297518191597192e-06, + 1.4220773891793215e-06, + 1.414510279573733e-06, + 1.4069162261876045e-06, + 1.3993405900691869e-06, + 1.3918715922045521e-06, + 1.3843160786564113e-06, + 1.3767159998678835e-06, + 1.369226083625108e-06, + 1.361695126433915e-06, + 1.3542738770411233e-06, + 1.3468530823956826e-06, + 1.3394363804763998e-06, + 1.3321283631739789e-06, + 1.3248834420664934e-06, + 1.317748001383734e-06, + 1.3107146514812484e-06, + 1.3037696362516726e-06, + 1.296922164328862e-06, + 1.29011766603071e-06, + 1.2833623941332917e-06, + 1.276701141250669e-06, + 1.270128677788307e-06, + 1.2636323845072184e-06, + 1.2572240848385263e-06, + 1.2508887721196515e-06, + 1.2446381560948794e-06, + 1.2384368801576784e-06, + 1.232323597832874e-06, + 1.2262902373549878e-06, + 1.22033679872402e-06, + 1.2144596439611632e-06, + 1.208646835948457e-06, + 1.2028820037812693e-06, + 1.1971895901297103e-06, + 1.191514797937998e-06, + 1.1858840025524842e-06, + 1.18032357931952e-06, + 1.1748146562240436e-06, + 1.1693737178575248e-06, + 1.1640067896223627e-06, + 1.1587378594413167e-06, + 1.1535315707078553e-06, + 1.148431010733475e-06, + 1.1434807447585627e-06, + 1.1385860716472962e-06, + 1.1338300964780501e-06, + 1.129125621446292e-06, + 1.1245545010751812e-06, + 1.1201145753148012e-06, + 1.1157194421684835e-06, + 1.1114397011624533e-06, + 1.1072770575992763e-06, + 1.1031539770556265e-06, + 1.0991666385962162e-06, + 1.0952154525512015e-06, + 1.0913612413787632e-06, + 1.0875814950850327e-06, + 1.0838342632268905e-06, + 1.0801644521052367e-06, + 1.0765686511149397e-06, + 1.0730022950156126e-06, + 1.0694751608752995e-06, + 1.0659765621312545e-06, + 1.0624796686897753e-06, + 1.058986867974454e-06, + 1.0555223752817255e-06, + 1.052046854965738e-06, + 1.0485885013622465e-06, + 1.0451581147208344e-06, + 1.0417072644486325e-06, + 1.0382844948253478e-06, + 1.0348173873353517e-06, + 1.0312970744053018e-06, + 1.0278068884872482e-06, + 1.0242682719763252e-06, + 1.020687250274932e-06, + 1.0171380608881009e-06, + 1.013501787383575e-06, + 1.0098987104356638e-06, + 1.0062223054774222e-06, + 1.0024908760897233e-06, + 9.987952580559067e-07, + 9.950786079571117e-07, + 9.913579788189963e-07, + 9.876736157821142e-07, + 9.83991299108311e-07, + 9.803446801015525e-07, + 9.767223900780664e-07, + 9.73130454440252e-07, + 9.695728522274294e-07, + 9.660336672823178e-07, + 9.625034635973861e-07, + 9.590069112164201e-07, + 9.55514110501099e-07, + 9.520545063423924e-07, + 9.486217891208071e-07, + 9.452125482312113e-07, + 9.418352533430152e-07, + 9.384822305946727e-07, + 9.351537642032781e-07, + 9.318559932580683e-07, + 9.285969326811028e-07, + 9.253675443687825e-07, + 9.221786285706912e-07, + 9.190329137709341e-07, + 9.159150522464188e-07, + 9.128387432610907e-07, + 9.09796199266566e-07, + 9.06779860088136e-07, + 9.038269581651548e-07, + 9.008987262859591e-07, + 8.980219377008325e-07, + 8.952289363151067e-07, + 8.924581038627366e-07, + 8.897779366634495e-07, + 8.871833188095479e-07, + 8.846077435009647e-07, + 8.821336905384669e-07, + 8.796768042884651e-07, + 8.772856290306663e-07, + 8.749524909035244e-07, + 8.726345299692184e-07, + 8.703426601641695e-07, + 8.680559062668181e-07, + 8.657838748149516e-07, + 8.635152539682167e-07, + 8.612611281932914e-07, + 8.589908020439907e-07, + 8.567013196625339e-07, + 8.544267871002376e-07, + 8.521639642822265e-07, + 8.499125669914065e-07, + 8.476758353026526e-07, + 8.454488806819427e-07, + 8.432363642896235e-07, + 8.410306691075675e-07, + 8.388236665268778e-07, + 8.36630988487741e-07, + 8.344666184711969e-07, + 8.322978715114004e-07, + 8.301429943458061e-07, + 8.279956205115013e-07, + 8.25861945941142e-07, + 8.237400948019058e-07, + 8.216263154281478e-07, + 8.195258942578221e-07, + 8.174349659384461e-07, + 8.153397175192367e-07, + 8.132577704600408e-07, + 8.11174118098279e-07, + 8.091035965662741e-07, + 8.070268791016133e-07, + 8.049416919675423e-07, + 8.028698061934847e-07, + 8.007913834262581e-07, + 7.986929517755925e-07, + 7.966082762322912e-07, + 7.945163815747947e-07, + 7.924383567115001e-07, + 7.903507253104181e-07, + 7.88267584539426e-07, + 7.86198313562636e-07, + 7.841209139769489e-07, + 7.820524956514419e-07, + 7.799977765898802e-07, + 7.779616453262861e-07, + 7.759389291095431e-07, + 7.739295142528135e-07, + 7.719374366388365e-07, + 7.699582624809409e-07, + 7.679930149606662e-07, + 7.660496521566529e-07, + 7.641186243745324e-07, + 7.622036832799495e-07, + 7.603007361467462e-07, + 7.584308150399011e-07, + 7.565979558421532e-07, + 7.547760674242454e-07, + 7.530006769229658e-07, + 7.512663273701037e-07, + 7.495416980418668e-07, + 7.478681709471857e-07, + 7.462037387995224e-07, + 7.445704568453948e-07, + 7.429604806930001e-07, + 7.413589173665969e-07, + 7.397644026241323e-07, + 7.381850082310848e-07, + 7.366137424469343e-07, + 7.350554369622841e-07, + 7.335050895562745e-07, + 7.319566748265061e-07, + 7.304382734218962e-07, + 7.289274321919947e-07, + 7.274377367139095e-07, + 7.259681638061011e-07, + 7.245056963256502e-07, + 7.23042944628105e-07, + 7.215872983579175e-07, + 7.201458060990262e-07, + 7.187001642705582e-07, + 7.172614004957722e-07, + 7.158076300584071e-07, + 7.143401603570965e-07, + 7.128800234568189e-07, + 7.114116442608065e-07, + 7.09950654709246e-07, + 7.08482104982977e-07, + 7.069970706652384e-07, + 7.055196533656272e-07, + 7.040363243504544e-07, + 7.02546287811856e-07, + 7.010639251348039e-07, + 6.995823582656158e-07, + 6.981084652579739e-07, + 6.966410524000821e-07, + 6.951751743144996e-07, + 6.937167995602067e-07, + 6.922621196281398e-07, + 6.908102818670159e-07, + 6.893658905937627e-07, + 6.879220677546982e-07, + 6.864856914035045e-07, + 6.850428349025606e-07, + 6.835881549704936e-07, + 6.821410352131352e-07 + ], + "training_efficiencies": [ + NaN, + NaN, + NaN, + 2.9553903004853055e-05, + 4.7194007493089885e-05, + 5.757579128840007e-05, + 5.605638580163941e-05, + 5.498668906511739e-05, + 5.413890175987035e-05, + 5.142962618265301e-05, + 4.932457522954792e-05, + 4.752310269395821e-05, + 4.591960532707162e-05, + 4.383905616123229e-05, + 4.199874820187688e-05, + 4.047696347697638e-05, + 3.875267429975793e-05, + 3.722026667674072e-05, + 3.5914159525418654e-05, + 3.450681106187403e-05, + 3.323481359984726e-05, + 3.212874071323313e-05, + 3.0974188121035695e-05, + 2.995753675349988e-05, + 2.9007060220465064e-05, + 2.8115940949646756e-05, + 2.722696626733523e-05, + 2.6381552743259817e-05, + 2.5580449801054783e-05, + 2.4792498152237386e-05, + 2.4050923457252793e-05, + 2.3384256564895622e-05, + 2.270784170832485e-05, + 2.2079288100940175e-05, + 2.1508960344363004e-05, + 2.0966977899661288e-05, + 2.0425248294486664e-05, + 1.9929986592615023e-05, + 1.9467961465124972e-05, + 1.901332871057093e-05, + 1.8586189980851486e-05, + 1.818673626985401e-05, + 1.7793649021768942e-05, + 1.741962660162244e-05, + 1.7071204638341442e-05, + 1.672822872933466e-05, + 1.640495247556828e-05, + 1.610242179594934e-05, + 1.581374635861721e-05, + 1.552775574964471e-05, + 1.5258823623298667e-05, + 1.5001986866991501e-05, + 1.474622968089534e-05, + 1.4504763385048136e-05, + 1.4273382475948893e-05, + 1.4044781892152969e-05, + 1.3824785128235817e-05, + 1.3614153431262821e-05, + 1.3406115613179281e-05, + 1.3207053598307539e-05, + 1.3015581316722091e-05, + 1.283330493606627e-05, + 1.2651051292777993e-05, + 1.2477232303353958e-05, + 1.2308985787967686e-05, + 1.214026087836828e-05, + 1.197903293359559e-05, + 1.1822451597254258e-05, + 1.1665561942209024e-05, + 1.1515388905536383e-05, + 1.136870287155034e-05, + 1.1228155017306563e-05, + 1.1088870451203547e-05, + 1.0952045158774126e-05, + 1.082073686120566e-05, + 1.0689783266570885e-05, + 1.0561377166595776e-05, + 1.0437987839395646e-05, + 1.031432293530088e-05, + 1.0195369213761296e-05, + 1.0080170795845333e-05, + 9.963722732209135e-06, + 9.851586582954042e-06, + 9.742067959450651e-06, + 9.634902198740747e-06, + 9.528893315291498e-06, + 9.424667041457724e-06, + 9.324137863586657e-06, + 9.222811968356837e-06, + 9.12220639293082e-06, + 9.025147846841719e-06, + 8.925617294153199e-06, + 8.82477434061002e-06, + 8.7276039266726e-06, + 8.630626325611956e-06, + 8.53498659125762e-06, + 8.437070391664747e-06, + 8.336726750712842e-06, + 8.238099326263182e-06, + 8.137537406582851e-06, + 8.036443432501983e-06, + 7.937320333439857e-06, + 7.837949851818848e-06, + 7.74262207414722e-06, + 7.645499863428995e-06, + 7.549820566055132e-06, + 7.45804572943598e-06, + 7.3686542236828245e-06, + 7.278777957253624e-06, + 7.1924923759070225e-06, + 7.107887540769298e-06, + 7.024892511253711e-06, + 6.943960215721745e-06, + 6.8647250373032875e-06, + 6.786948233639123e-06, + 6.71102952765068e-06, + 6.63752280161134e-06, + 6.565294825122692e-06, + 6.495359684777213e-06, + 6.427918378903996e-06, + 6.362591648212401e-06, + 6.298092102952069e-06, + 6.235788987396518e-06, + 6.175905127747683e-06, + 6.11655605098349e-06, + 6.059129191271495e-06, + 6.003427188261412e-06, + 5.948440048086923e-06, + 5.894904006709112e-06, + 5.842995506100124e-06, + 5.792651791125536e-06, + 5.742664598074043e-06, + 5.694869287253823e-06, + 5.648437763738912e-06, + 5.603110366791952e-06, + 5.5590235206182115e-06, + 5.517344561667414e-06, + 5.4770348469901364e-06, + 5.4377301239583176e-06, + 5.401125235948712e-06, + 5.366639470594237e-06, + 5.332905402610777e-06, + 5.3015933190181386e-06, + 5.270915153232636e-06, + 5.241755843599094e-06, + 5.2142459026072174e-06, + 5.187232090975158e-06, + 5.161166427569697e-06, + 5.1359374992898665e-06, + 5.111130576551659e-06, + 5.086481451144209e-06, + 5.0622356866369955e-06, + 5.038366907683667e-06, + 5.015015176468296e-06, + 4.991675723431399e-06, + 4.96814527650713e-06, + 4.9446193770563696e-06, + 4.921123945678119e-06, + 4.897585768048884e-06, + 4.874428213952342e-06, + 4.850979621551232e-06, + 4.8272358981193975e-06, + 4.803883712156676e-06, + 4.78009860671591e-06, + 4.75624983664602e-06, + 4.732800334750209e-06, + 4.709303539129905e-06, + 4.685879048338393e-06, + 4.662017545342678e-06, + 4.6380646381294355e-06, + 4.61420768260723e-06, + 4.590202934195986e-06, + 4.5661167860089336e-06, + 4.542143415164901e-06, + 4.518006335274549e-06, + 4.494297172641382e-06, + 4.47028833150398e-06, + 4.446427738002967e-06, + 4.42299051428563e-06, + 4.399370482133236e-06, + 4.375397566036554e-06, + 4.35185938840732e-06, + 4.328278464527102e-06, + 4.304837602830958e-06, + 4.2814831431314815e-06, + 4.258225089870393e-06, + 4.235112101014238e-06, + 4.212279691273579e-06, + 4.189872470306e-06, + 4.167863153270446e-06, + 4.145945695199771e-06, + 4.124412043893244e-06, + 4.103086666873423e-06, + 4.081739916728111e-06, + 4.060762421431718e-06, + 4.040135536342859e-06, + 4.019581865577493e-06, + 3.999375621788204e-06, + 3.9794663280190434e-06, + 3.959666173614096e-06, + 3.940088390663732e-06, + 3.920852577721234e-06, + 3.901930085703498e-06, + 3.883111276081763e-06, + 3.864593963953666e-06, + 3.84633858629968e-06, + 3.828094122582115e-06, + 3.810137286563986e-06, + 3.7922927731415257e-06, + 3.7744523524452234e-06, + 3.756890464501339e-06, + 3.7395464005385293e-06, + 3.7222889659460634e-06, + 3.705319613800384e-06, + 3.6887117857986595e-06, + 3.67235270459787e-06, + 3.6562071272783214e-06, + 3.640585418906994e-06, + 3.625186309363926e-06, + 3.610115300034522e-06, + 3.595252337618149e-06, + 3.5808541269943817e-06, + 3.5667703741637524e-06, + 3.5528703392628813e-06, + 3.5393745747569483e-06, + 3.526286945998436e-06, + 3.5132322864228627e-06, + 3.50064465237665e-06, + 3.488207312329905e-06, + 3.4759925711114192e-06, + 3.4640472676983336e-06, + 3.452238388490514e-06, + 3.440596174186794e-06, + 3.42922112395172e-06, + 3.417970674490789e-06, + 3.4067713841068326e-06, + 3.3956932838918874e-06, + 3.384650426596636e-06, + 3.3736512250470696e-06, + 3.3626702133915387e-06, + 3.351683744767797e-06, + 3.3407809496566188e-06, + 3.3298983908025548e-06, + 3.31897945216042e-06, + 3.30817852045584e-06, + 3.297169314464554e-06, + 3.286020501036546e-06, + 3.2749956062616548e-06, + 3.263847020207322e-06, + 3.252495389460819e-06, + 3.2412731343356427e-06, + 3.229805315640988e-06, + 3.218373876734404e-06, + 3.206738711014623e-06, + 3.1949591630109353e-06, + 3.1832241802476346e-06, + 3.171451680827886e-06, + 3.1596957796864444e-06, + 3.147986490148469e-06, + 3.136312443530187e-06, + 3.1247800507117063e-06, + 3.1133527045312803e-06, + 3.1019558264233638e-06, + 3.0906951451470377e-06, + 3.079519728999003e-06, + 3.0683092973049497e-06, + 3.0572321065847063e-06, + 3.0461935693892883e-06, + 3.0351986879395554e-06, + 3.0243147648434388e-06, + 3.0135311135381926e-06, + 3.0027895263629034e-06, + 2.9921502573415637e-06, + 2.9816133064741734e-06, + 2.9711980005231453e-06, + 2.9608486329379957e-06, + 2.9506170449167257e-06, + 2.940536887763301e-06, + 2.930539722001413e-06, + 2.920653514593141e-06, + 2.9109212391631445e-06, + 2.9012446702836314e-06, + 2.8916729206684977e-06, + 2.882323769881623e-06, + 2.873073526643566e-06, + 2.8639378797379322e-06, + 2.8550878141686553e-06, + 2.846327333827503e-06, + 2.837809688571724e-06, + 2.8295821721258108e-06, + 2.821432417476899e-06, + 2.813564151438186e-06, + 2.805767280733562e-06, + 2.798195509967627e-06, + 2.790770395222353e-06, + 2.7834093998535536e-06, + 2.776146629912546e-06, + 2.768915464912425e-06, + 2.7616949864750495e-06, + 2.7545006560103502e-06, + 2.7473672616906697e-06, + 2.7401474653743207e-06, + 2.732881512201857e-06, + 2.7256780867901398e-06, + 2.7184771624888526e-06, + 2.71132739726454e-06, + 2.7042385681852465e-06, + 2.6971952138410416e-06, + 2.690163910301635e-06, + 2.6831685318029486e-06, + 2.676182930372306e-06, + 2.669210289241164e-06, + 2.662341330506024e-06, + 2.655471917023533e-06, + 2.6486150090931915e-06, + 2.6417953904456226e-06, + 2.635032387843239e-06, + 2.62827666119847e-06, + 2.6215593607048504e-06, + 2.6148973120143637e-06, + 2.6082782369485358e-06, + 2.6016159608843736e-06, + 2.595008254502318e-06, + 2.588407596704201e-06, + 2.5818196718319086e-06, + 2.5752244710020022e-06, + 2.5686147182568675e-06, + 2.5620186079322593e-06, + 2.555413630034309e-06, + 2.548757720433059e-06, + 2.5421168174943887e-06, + 2.535465455366648e-06, + 2.528870027163066e-06, + 2.5222561816917732e-06, + 2.515628693799954e-06, + 2.509056912458618e-06, + 2.5024712613230804e-06, + 2.4958865196822444e-06, + 2.489357484591892e-06, + 2.4828987079672515e-06, + 2.476455847499892e-06, + 2.4700668745936127e-06, + 2.4637440674268873e-06, + 2.4574733288318384e-06, + 2.451220780130825e-06, + 2.445048949084594e-06, + 2.438926912873285e-06, + 2.4328312520083273e-06, + 2.4267842491099145e-06, + 2.420852297291276e-06, + 2.4150147055479465e-06, + 2.4092221337923547e-06, + 2.4035869046201697e-06, + 2.3980599053174956e-06, + 2.392573605902726e-06, + 2.387258518865565e-06, + 2.3819811758585274e-06, + 2.3767825041431934e-06, + 2.371666369072045e-06, + 2.366585704294266e-06, + 2.361507540626917e-06, + 2.3564862203784287e-06, + 2.351499006181257e-06, + 2.3465336198569275e-06, + 2.341601884836564e-06, + 2.336684019610402e-06, + 2.3318693820328917e-06, + 2.327060656170943e-06, + 2.3223271909955656e-06, + 2.3176646664069267e-06, + 2.3130075987864984e-06, + 2.308357125002658e-06, + 2.3037364371703006e-06, + 2.2991439436736982e-06, + 2.2945450837141834e-06, + 2.2899755549588008e-06, + 2.2853414520795923e-06, + 2.2806711967859883e-06, + 2.2760311821912182e-06, + 2.271372522955062e-06, + 2.266720230181818e-06, + 2.262051566503942e-06, + 2.257337655464653e-06, + 2.2526307930093026e-06, + 2.24791256187018e-06, + 2.24318023356318e-06, + 2.238455635961145e-06, + 2.2337408154271543e-06, + 2.2290573724603746e-06, + 2.2243782495934283e-06, + 2.219710950157605e-06, + 2.215074573541642e-06, + 2.2104568415670656e-06, + 2.2058320610085502e-06, + 2.2012377485225443e-06, + 2.196652076236205e-06, + 2.192074589402182e-06, + 2.1874830054002814e-06, + 2.1828604985785205e-06, + 2.178246859330102e-06 + ], + "stabilities": [ + NaN, + 1.0, + 0.8679261207580566, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943776726722717, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9848872423171997, + 1.0, + 0.9859999418258667, + 1.0, + 0.9712379574775696, + 0.9749066829681396, + 1.0, + 0.9543103575706482, + 0.94727623462677, + 1.0, + 0.9481378197669983, + 1.0, + 0.953069269657135, + 0.9612783193588257, + 1.0, + 0.9661324620246887, + 0.9846413135528564, + 1.0, + 0.9944019913673401, + 1.0, + 1.0, + 0.9943088293075562, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993154406547546, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998984158039093, + 1.0, + 0.9996776580810547, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985780715942383, + 0.9937275648117065, + 1.0, + 0.991339921951294, + 0.981796383857727, + 1.0, + 0.982498288154602, + 1.0, + 0.9820807576179504, + 0.9814165234565735, + 1.0, + 0.9835412502288818, + 0.9820950031280518, + 1.0, + 0.9761077761650085, + 1.0, + 0.9841896891593933, + 0.9893450736999512, + 1.0, + 0.9877007007598877, + 0.9880068302154541, + 1.0, + 0.9970967769622803, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974053502082825, + 1.0, + 0.9964649081230164, + 0.9953038096427917, + 1.0, + 0.9954018592834473, + 0.9976719617843628, + 1.0, + 0.9873560070991516, + 1.0, + 0.990652322769165, + 0.9787670373916626, + 1.0, + 0.9748147130012512, + 0.9753613471984863, + 1.0, + 0.967468798160553, + 1.0, + 0.9799553155899048, + 0.9821935296058655, + 1.0, + 0.9952195882797241, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9934594631195068, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99755859375, + 1.0, + 0.9999897480010986, + 0.997867226600647, + 1.0, + 0.9994403123855591, + 0.9952081441879272, + 1.0, + 0.9979729652404785, + 1.0, + 0.9887592196464539, + 0.9861887097358704, + 1.0, + 0.9802918434143066, + 0.9825865626335144, + 1.0, + 0.9758319854736328, + 1.0, + 0.9865769147872925, + 0.9909630417823792, + 1.0, + 1.0, + 0.9956693053245544, + 1.0, + 0.9968768954277039, + 1.0, + 1.0, + 0.9855871200561523, + 1.0, + 0.9908308386802673, + 0.9913946390151978, + 1.0, + 1.0, + 1.0, + 0.9950152039527893, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0 + ], + "opt_steps": [ + 0.0, + 0.0, + 0.0, + 10240.0, + 10240.0, + 10240.0, + 20480.0, + 20480.0, + 20480.0, + 30720.0, + 30720.0, + 30720.0, + 30720.0, + 40960.0, + 40960.0, + 40960.0, + 51200.0, + 51200.0, + 51200.0, + 61440.0, + 61440.0, + 61440.0, + 71680.0, + 71680.0, + 71680.0, + 71680.0, + 81920.0, + 81920.0, + 81920.0, + 92160.0, + 92160.0, + 92160.0, + 102400.0, + 102400.0, + 102400.0, + 102400.0, + 112640.0, + 112640.0, + 112640.0, + 122880.0, + 122880.0, + 122880.0, + 133120.0, + 133120.0, + 133120.0, + 143360.0, + 143360.0, + 143360.0, + 143360.0, + 153600.0, + 153600.0, + 153600.0, + 163840.0, + 163840.0, + 163840.0, + 174080.0, + 174080.0, + 174080.0, + 184320.0, + 184320.0, + 184320.0, + 184320.0, + 194560.0, + 194560.0, + 194560.0, + 204800.0, + 204800.0, + 204800.0, + 215040.0, + 215040.0, + 215040.0, + 215040.0, + 225280.0, + 225280.0, + 225280.0, + 235520.0, + 235520.0, + 235520.0, + 245760.0, + 245760.0, + 245760.0, + 256000.0, + 256000.0, + 256000.0, + 256000.0, + 266240.0, + 266240.0, + 266240.0, + 276480.0, + 276480.0, + 276480.0, + 286720.0, + 286720.0, + 286720.0, + 286720.0, + 296960.0, + 296960.0, + 296960.0, + 307200.0, + 307200.0, + 307200.0, + 317440.0, + 317440.0, + 317440.0, + 327680.0, + 327680.0, + 327680.0, + 327680.0, + 337920.0, + 337920.0, + 337920.0, + 348160.0, + 348160.0, + 348160.0, + 358400.0, + 358400.0, + 358400.0, + 368640.0, + 368640.0, + 368640.0, + 368640.0, + 378880.0, + 378880.0, + 378880.0, + 389120.0, + 389120.0, + 389120.0, + 399360.0, + 399360.0, + 399360.0, + 399360.0, + 409600.0, + 409600.0, + 409600.0, + 419840.0, + 419840.0, + 419840.0, + 430080.0, + 430080.0, + 430080.0, + 440320.0, + 440320.0, + 440320.0, + 440320.0, + 450560.0, + 450560.0, + 450560.0, + 460800.0, + 460800.0, + 460800.0, + 471040.0, + 471040.0, + 471040.0, + 471040.0, + 481280.0, + 481280.0, + 481280.0, + 491520.0, + 491520.0, + 491520.0, + 501760.0, + 501760.0, + 501760.0, + 512000.0, + 512000.0, + 512000.0, + 512000.0, + 522240.0, + 522240.0, + 522240.0, + 532480.0, + 532480.0, + 532480.0, + 542720.0, + 542720.0, + 542720.0, + 552960.0, + 552960.0, + 552960.0, + 552960.0, + 563200.0, + 563200.0, + 563200.0, + 573440.0, + 573440.0, + 573440.0, + 583680.0, + 583680.0, + 583680.0, + 583680.0, + 593920.0, + 593920.0, + 593920.0, + 604160.0, + 604160.0, + 604160.0, + 614400.0, + 614400.0, + 614400.0, + 624640.0, + 624640.0, + 624640.0, + 624640.0, + 634880.0, + 634880.0, + 634880.0, + 645120.0, + 645120.0, + 645120.0, + 655360.0, + 655360.0, + 655360.0, + 665600.0, + 665600.0, + 665600.0, + 665600.0, + 675840.0, + 675840.0, + 675840.0, + 686080.0, + 686080.0, + 686080.0, + 696320.0, + 696320.0, + 696320.0, + 696320.0, + 706560.0, + 706560.0, + 706560.0, + 716800.0, + 716800.0, + 716800.0, + 727040.0, + 727040.0, + 727040.0, + 737280.0, + 737280.0, + 737280.0, + 737280.0, + 747520.0, + 747520.0, + 747520.0, + 757760.0, + 757760.0, + 757760.0, + 768000.0, + 768000.0, + 768000.0, + 768000.0, + 778240.0, + 778240.0, + 778240.0, + 788480.0, + 788480.0, + 788480.0, + 798720.0, + 798720.0, + 798720.0, + 808960.0, + 808960.0, + 808960.0, + 808960.0, + 819200.0, + 819200.0, + 819200.0, + 829440.0, + 829440.0, + 829440.0, + 839680.0, + 839680.0, + 839680.0, + 849920.0, + 849920.0, + 849920.0, + 849920.0, + 860160.0, + 860160.0, + 860160.0, + 870400.0, + 870400.0, + 870400.0, + 880640.0, + 880640.0, + 880640.0, + 880640.0, + 890880.0, + 890880.0, + 890880.0, + 901120.0, + 901120.0, + 901120.0, + 911360.0, + 911360.0, + 911360.0, + 921600.0, + 921600.0, + 921600.0, + 921600.0, + 931840.0, + 931840.0, + 931840.0, + 942080.0, + 942080.0, + 942080.0, + 952320.0, + 952320.0, + 952320.0, + 952320.0, + 962560.0, + 962560.0, + 962560.0, + 972800.0, + 972800.0, + 972800.0, + 983040.0, + 983040.0, + 983040.0, + 993280.0, + 993280.0, + 993280.0, + 993280.0, + 1003520.0, + 1003520.0, + 1003520.0, + 1013760.0, + 1013760.0, + 1013760.0, + 1024000.0, + 1024000.0, + 1024000.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1044480.0, + 1044480.0, + 1044480.0, + 1054720.0, + 1054720.0, + 1054720.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1075200.0, + 1075200.0, + 1075200.0, + 1085440.0, + 1085440.0, + 1085440.0, + 1095680.0, + 1095680.0, + 1095680.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1116160.0, + 1116160.0, + 1116160.0, + 1126400.0, + 1126400.0, + 1126400.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1146880.0, + 1146880.0, + 1146880.0, + 1157120.0, + 1157120.0, + 1157120.0, + 1167360.0, + 1167360.0, + 1167360.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1187840.0, + 1187840.0, + 1187840.0, + 1198080.0, + 1198080.0, + 1198080.0, + 1208320.0, + 1208320.0, + 1208320.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1228800.0, + 1228800.0, + 1228800.0, + 1239040.0, + 1239040.0, + 1239040.0, + 1249280.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_scalar_eval.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..c69af83b693d71df16c39a056bf176de84cc0210 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 132.7854766845703, + "strength": 106.67069244384766, + "max_strength": 148.60443115234375, + "final_strength": 142.04808044433594, + "sample_efficiency": 6.821410352131352e-07, + "training_efficiency": 2.1782470867037773e-06, + "stability": 0.9972404837608337 +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_scalar_train.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..c69af83b693d71df16c39a056bf176de84cc0210 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 132.7854766845703, + "strength": 106.67069244384766, + "max_strength": 148.60443115234375, + "final_strength": 142.04808044433594, + "sample_efficiency": 6.821410352131352e-07, + "training_efficiency": 2.1782470867037773e-06, + "stability": 0.9972404837608337 +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_train.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..c757a331355674a3cbae79b10d9f49bd82acbd82 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s2_session_metrics_train.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 132.7854766845703, + "strength": 106.67069244384766, + "max_strength": 148.60443115234375, + "final_strength": 142.04808044433594, + "sample_efficiency": 6.821410352131352e-07, + "training_efficiency": 2.1782470867037773e-06, + "stability": 0.9972404837608337 + }, + "local": { + "mean_returns": [ + NaN, + 14.388321876525879, + 14.388321876525879, + 12.336468696594238, + 14.427814483642578, + 14.427814483642578, + 14.766175270080566, + 14.766175270080566, + 16.018613815307617, + 16.749176025390625, + 16.749176025390625, + 18.164743423461914, + 20.420948028564453, + 20.420948028564453, + 22.184240341186523, + 22.184240341186523, + 23.03789520263672, + 24.303667068481445, + 24.303667068481445, + 25.461475372314453, + 26.70208740234375, + 26.70208740234375, + 27.812496185302734, + 27.812496185302734, + 29.46497917175293, + 31.284414291381836, + 31.284414291381836, + 33.469200134277344, + 35.6933479309082, + 35.6933479309082, + 37.54254150390625, + 37.54254150390625, + 38.89077377319336, + 40.000553131103516, + 40.000553131103516, + 41.83846664428711, + 42.54754638671875, + 42.54754638671875, + 43.300079345703125, + 43.300079345703125, + 44.13613510131836, + 44.68486022949219, + 44.68486022949219, + 45.83867263793945, + 45.93032455444336, + 45.93032455444336, + 46.36139678955078, + 46.36139678955078, + 47.21796417236328, + 47.35062026977539, + 47.35062026977539, + 48.037139892578125, + 48.42939758300781, + 48.42939758300781, + 49.108192443847656, + 49.108192443847656, + 49.90159606933594, + 50.40326690673828, + 50.40326690673828, + 50.75984573364258, + 51.34945297241211, + 51.34945297241211, + 51.89506149291992, + 51.89506149291992, + 52.644439697265625, + 53.391822814941406, + 53.391822814941406, + 54.24574279785156, + 54.995243072509766, + 54.995243072509766, + 56.1143798828125, + 56.1143798828125, + 56.184326171875, + 57.55896759033203, + 57.55896759033203, + 58.02968978881836, + 59.26155090332031, + 59.26155090332031, + 60.07686996459961, + 60.07686996459961, + 60.45320129394531, + 61.829994201660156, + 61.829994201660156, + 62.69597244262695, + 63.6866569519043, + 63.6866569519043, + 64.96005249023438, + 64.96005249023438, + 66.23021697998047, + 68.20451354980469, + 68.20451354980469, + 70.85240936279297, + 74.54043579101562, + 74.54043579101562, + 77.24239349365234, + 77.24239349365234, + 82.1731948852539, + 87.6451187133789, + 87.6451187133789, + 93.0803451538086, + 97.57474517822266, + 97.57474517822266, + 102.01109313964844, + 102.01109313964844, + 106.10370635986328, + 109.03887939453125, + 109.03887939453125, + 110.68132781982422, + 113.54633331298828, + 113.54633331298828, + 115.94540405273438, + 115.94540405273438, + 117.63175964355469, + 119.80656433105469, + 119.80656433105469, + 121.54438781738281, + 122.26207733154297, + 122.26207733154297, + 122.83547973632812, + 122.83547973632812, + 123.3155746459961, + 123.63825225830078, + 123.63825225830078, + 122.9366683959961, + 123.55389404296875, + 123.55389404296875, + 123.79426574707031, + 123.79426574707031, + 124.3906478881836, + 124.41778564453125, + 124.41778564453125, + 124.95496368408203, + 123.04920959472656, + 123.04920959472656, + 121.3104476928711, + 121.3104476928711, + 117.78831481933594, + 114.80382537841797, + 114.80382537841797, + 109.50605773925781, + 103.6719970703125, + 103.6719970703125, + 98.23583984375, + 98.23583984375, + 93.57171630859375, + 89.90403747558594, + 89.90403747558594, + 86.82035064697266, + 85.46928405761719, + 85.46928405761719, + 84.98440551757812, + 84.98440551757812, + 85.0429458618164, + 84.55242156982422, + 84.55242156982422, + 86.65495300292969, + 88.0793228149414, + 88.0793228149414, + 89.7103271484375, + 89.7103271484375, + 91.01622772216797, + 93.73084259033203, + 93.73084259033203, + 95.73641204833984, + 97.64579772949219, + 97.64579772949219, + 99.53205108642578, + 99.53205108642578, + 103.17681884765625, + 105.41654205322266, + 105.41654205322266, + 107.96701049804688, + 110.29456329345703, + 110.29456329345703, + 113.07109832763672, + 113.07109832763672, + 115.10460662841797, + 116.48560333251953, + 116.48560333251953, + 119.56007385253906, + 122.05284118652344, + 122.05284118652344, + 124.55252075195312, + 124.55252075195312, + 126.4002456665039, + 128.22657775878906, + 128.22657775878906, + 129.00445556640625, + 128.9153594970703, + 128.9153594970703, + 129.13003540039062, + 129.13003540039062, + 130.15267944335938, + 131.04896545410156, + 131.04896545410156, + 131.1063690185547, + 131.387451171875, + 131.387451171875, + 131.66384887695312, + 131.66384887695312, + 132.3863983154297, + 132.25074768066406, + 132.25074768066406, + 132.20774841308594, + 132.20774841308594, + 132.4501190185547, + 133.04873657226562, + 133.04873657226562, + 134.33656311035156, + 134.99542236328125, + 134.99542236328125, + 135.42738342285156, + 135.42738342285156, + 135.23318481445312, + 134.37774658203125, + 134.37774658203125, + 133.20408630371094, + 130.75840759277344, + 130.75840759277344, + 128.4498291015625, + 128.4498291015625, + 126.12754821777344, + 123.76233673095703, + 123.76233673095703, + 121.70648193359375, + 119.50678253173828, + 119.50678253173828, + 116.62408447265625, + 116.62408447265625, + 114.7620849609375, + 113.5270767211914, + 113.5270767211914, + 112.11666107177734, + 110.75827026367188, + 110.75827026367188, + 110.43338012695312, + 110.43338012695312, + 111.28561401367188, + 112.07035827636719, + 112.07035827636719, + 113.36089324951172, + 113.73150634765625, + 113.73150634765625, + 115.37276458740234, + 115.37276458740234, + 117.8689193725586, + 120.7214584350586, + 120.7214584350586, + 123.4837646484375, + 126.09910583496094, + 126.09910583496094, + 130.40293884277344, + 130.40293884277344, + 134.33631896972656, + 137.68487548828125, + 137.68487548828125, + 139.83099365234375, + 141.3698272705078, + 141.3698272705078, + 142.68911743164062, + 142.68911743164062, + 143.12232971191406, + 143.30323791503906, + 143.30323791503906, + 143.94163513183594, + 144.96749877929688, + 144.96749877929688, + 146.2097625732422, + 146.2097625732422, + 146.46018981933594, + 146.8419647216797, + 146.8419647216797, + 147.161376953125, + 147.4571075439453, + 147.4571075439453, + 147.071533203125, + 147.071533203125, + 146.5475616455078, + 145.8539581298828, + 145.8539581298828, + 145.1780242919922, + 144.83737182617188, + 144.83737182617188, + 142.99154663085938, + 142.99154663085938, + 141.64418029785156, + 138.61228942871094, + 138.61228942871094, + 135.0924072265625, + 131.7356414794922, + 131.7356414794922, + 127.41280364990234, + 127.41280364990234, + 124.83584594726562, + 122.592529296875, + 122.592529296875, + 122.0009994506836, + 122.51824951171875, + 122.51824951171875, + 123.13148498535156, + 123.13148498535156, + 124.83665466308594, + 126.74152374267578, + 126.74152374267578, + 126.92645263671875, + 127.1167221069336, + 127.1167221069336, + 127.39090728759766, + 127.39090728759766, + 127.8287124633789, + 128.7467498779297, + 128.7467498779297, + 127.89717864990234, + 128.99749755859375, + 128.99749755859375, + 129.38438415527344, + 129.38438415527344, + 129.48854064941406, + 129.83189392089844, + 129.83189392089844, + 130.0653533935547, + 131.1748504638672, + 131.1748504638672, + 132.13461303710938, + 132.13461303710938, + 133.3929443359375, + 134.8136444091797, + 134.8136444091797, + 136.13856506347656, + 138.3700408935547, + 138.3700408935547, + 139.7751007080078, + 139.7751007080078, + 141.36341857910156, + 142.0074462890625, + 142.0074462890625, + 143.5311279296875, + 143.87667846679688, + 143.87667846679688, + 143.52261352539062, + 143.52261352539062, + 143.52113342285156, + 143.21258544921875, + 143.21258544921875, + 143.1317901611328, + 142.4404296875, + 142.4404296875, + 142.1493682861328, + 142.1493682861328, + 140.53860473632812, + 138.5817413330078, + 138.5817413330078, + 135.82794189453125, + 133.44273376464844, + 133.44273376464844, + 130.18995666503906, + 130.18995666503906, + 128.427001953125, + 127.25604248046875, + 127.25604248046875, + 127.36348724365234, + 126.80693817138672, + 126.80693817138672, + 126.4073257446289, + 126.4073257446289, + 126.90106201171875, + 125.0555191040039, + 125.0555191040039, + 123.89834594726562, + 122.82228088378906, + 122.82228088378906, + 123.43940734863281, + 123.43940734863281, + 122.81836700439453, + 123.77911376953125, + 123.77911376953125, + 125.69986724853516, + 127.52149200439453, + 127.52149200439453, + 128.88385009765625, + 128.88385009765625, + 130.20310974121094, + 132.36141967773438, + 132.36141967773438, + 133.5737762451172, + 134.8914337158203, + 134.8914337158203, + 135.52293395996094, + 135.52293395996094, + 135.628173828125, + 136.20152282714844, + 136.20152282714844, + 136.55960083007812, + 137.00437927246094, + 137.00437927246094, + 137.666748046875, + 137.666748046875, + 139.010009765625, + 140.9007568359375, + 140.9007568359375 + ], + "strengths": [ + NaN, + 15.53564453125, + 15.53564453125, + 13.48379135131836, + 15.5751371383667, + 15.5751371383667, + 15.913497924804688, + 15.913497924804688, + 17.165935516357422, + 17.89649772644043, + 17.89649772644043, + 19.31206512451172, + 21.568269729614258, + 21.568269729614258, + 23.331562042236328, + 23.331562042236328, + 24.185216903686523, + 25.45098876953125, + 25.45098876953125, + 26.608797073364258, + 27.849409103393555, + 27.849409103393555, + 28.95981788635254, + 28.95981788635254, + 30.612300872802734, + 32.43173599243164, + 32.43173599243164, + 34.61652374267578, + 36.84067153930664, + 36.84067153930664, + 38.68986511230469, + 38.68986511230469, + 40.0380973815918, + 41.14787673950195, + 41.14787673950195, + 42.98579025268555, + 43.69486999511719, + 43.69486999511719, + 44.44740295410156, + 44.44740295410156, + 45.2834587097168, + 45.832183837890625, + 45.832183837890625, + 46.98599624633789, + 47.0776481628418, + 47.0776481628418, + 47.50872039794922, + 47.50872039794922, + 48.36528778076172, + 48.49794387817383, + 48.49794387817383, + 49.18446350097656, + 49.57672119140625, + 49.57672119140625, + 50.255516052246094, + 50.255516052246094, + 51.048919677734375, + 51.55059051513672, + 51.55059051513672, + 51.907169342041016, + 52.49677658081055, + 52.49677658081055, + 53.04238510131836, + 53.04238510131836, + 53.79176330566406, + 54.539146423339844, + 54.539146423339844, + 55.39306640625, + 56.1425666809082, + 56.1425666809082, + 57.26170349121094, + 57.26170349121094, + 57.33164978027344, + 58.70629119873047, + 58.70629119873047, + 59.1770133972168, + 60.40887451171875, + 60.40887451171875, + 61.22419357299805, + 61.22419357299805, + 61.60052490234375, + 62.977317810058594, + 62.977317810058594, + 63.84329605102539, + 64.83397674560547, + 64.83397674560547, + 66.10737609863281, + 66.10737609863281, + 67.3775405883789, + 69.35183715820312, + 69.35183715820312, + 71.9997329711914, + 75.68775939941406, + 75.68775939941406, + 78.38971710205078, + 78.38971710205078, + 83.32051849365234, + 88.79244232177734, + 88.79244232177734, + 94.22766876220703, + 98.7220687866211, + 98.7220687866211, + 103.15841674804688, + 103.15841674804688, + 107.25102996826172, + 110.18620300292969, + 110.18620300292969, + 111.82865142822266, + 114.69365692138672, + 114.69365692138672, + 117.09272766113281, + 117.09272766113281, + 118.77908325195312, + 120.95388793945312, + 120.95388793945312, + 122.69171142578125, + 123.4094009399414, + 123.4094009399414, + 123.98280334472656, + 123.98280334472656, + 124.46289825439453, + 124.78557586669922, + 124.78557586669922, + 124.08399200439453, + 124.70121765136719, + 124.70121765136719, + 124.94158935546875, + 124.94158935546875, + 125.53797149658203, + 125.56510925292969, + 125.56510925292969, + 126.10228729248047, + 124.196533203125, + 124.196533203125, + 122.45777130126953, + 122.45777130126953, + 118.93563842773438, + 115.9511489868164, + 115.9511489868164, + 110.65338134765625, + 104.81932067871094, + 104.81932067871094, + 99.38316345214844, + 99.38316345214844, + 94.71903991699219, + 91.05136108398438, + 91.05136108398438, + 87.9676742553711, + 86.61660766601562, + 86.61660766601562, + 86.13172912597656, + 86.13172912597656, + 86.19026947021484, + 85.69974517822266, + 85.69974517822266, + 87.80227661132812, + 89.22664642333984, + 89.22664642333984, + 90.85765075683594, + 90.85765075683594, + 92.1635513305664, + 94.87816619873047, + 94.87816619873047, + 96.88373565673828, + 98.79312133789062, + 98.79312133789062, + 100.67937469482422, + 100.67937469482422, + 104.32414245605469, + 106.5638656616211, + 106.5638656616211, + 109.11433410644531, + 111.44188690185547, + 111.44188690185547, + 114.21842193603516, + 114.21842193603516, + 116.2519302368164, + 117.63292694091797, + 117.63292694091797, + 120.7073974609375, + 123.20016479492188, + 123.20016479492188, + 125.69984436035156, + 125.69984436035156, + 127.54756927490234, + 129.3739013671875, + 129.3739013671875, + 130.1517791748047, + 130.06268310546875, + 130.06268310546875, + 130.27735900878906, + 130.27735900878906, + 131.3000030517578, + 132.1962890625, + 132.1962890625, + 132.25369262695312, + 132.53477478027344, + 132.53477478027344, + 132.81117248535156, + 132.81117248535156, + 133.53372192382812, + 133.3980712890625, + 133.3980712890625, + 133.35507202148438, + 133.35507202148438, + 133.59744262695312, + 134.19606018066406, + 134.19606018066406, + 135.48388671875, + 136.1427459716797, + 136.1427459716797, + 136.57470703125, + 136.57470703125, + 136.38050842285156, + 135.5250701904297, + 135.5250701904297, + 134.35140991210938, + 131.90573120117188, + 131.90573120117188, + 129.59715270996094, + 129.59715270996094, + 127.27487182617188, + 124.90966033935547, + 124.90966033935547, + 122.85380554199219, + 120.65410614013672, + 120.65410614013672, + 117.77140808105469, + 117.77140808105469, + 115.90940856933594, + 114.67440032958984, + 114.67440032958984, + 113.26398468017578, + 111.90559387207031, + 111.90559387207031, + 111.58070373535156, + 111.58070373535156, + 112.43293762207031, + 113.21768188476562, + 113.21768188476562, + 114.50821685791016, + 114.87882995605469, + 114.87882995605469, + 116.52008819580078, + 116.52008819580078, + 119.01624298095703, + 121.86878204345703, + 121.86878204345703, + 124.63108825683594, + 127.24642944335938, + 127.24642944335938, + 131.55026245117188, + 131.55026245117188, + 135.483642578125, + 138.8321990966797, + 138.8321990966797, + 140.9783172607422, + 142.51715087890625, + 142.51715087890625, + 143.83644104003906, + 143.83644104003906, + 144.2696533203125, + 144.4505615234375, + 144.4505615234375, + 145.08895874023438, + 146.1148223876953, + 146.1148223876953, + 147.35708618164062, + 147.35708618164062, + 147.60751342773438, + 147.98928833007812, + 147.98928833007812, + 148.30870056152344, + 148.60443115234375, + 148.60443115234375, + 148.21885681152344, + 148.21885681152344, + 147.69488525390625, + 147.00128173828125, + 147.00128173828125, + 146.32534790039062, + 145.9846954345703, + 145.9846954345703, + 144.1388702392578, + 144.1388702392578, + 142.79150390625, + 139.75961303710938, + 139.75961303710938, + 136.23973083496094, + 132.88296508789062, + 132.88296508789062, + 128.56011962890625, + 128.56011962890625, + 125.98316955566406, + 123.73985290527344, + 123.73985290527344, + 123.14832305908203, + 123.66557312011719, + 123.66557312011719, + 124.27880859375, + 124.27880859375, + 125.98397827148438, + 127.88884735107422, + 127.88884735107422, + 128.0737762451172, + 128.2640380859375, + 128.2640380859375, + 128.53822326660156, + 128.53822326660156, + 128.9760284423828, + 129.89407348632812, + 129.89407348632812, + 129.04449462890625, + 130.1448211669922, + 130.1448211669922, + 130.53170776367188, + 130.53170776367188, + 130.6358642578125, + 130.97921752929688, + 130.97921752929688, + 131.21267700195312, + 132.32217407226562, + 132.32217407226562, + 133.2819366455078, + 133.2819366455078, + 134.54026794433594, + 135.96096801757812, + 135.96096801757812, + 137.285888671875, + 139.51736450195312, + 139.51736450195312, + 140.92242431640625, + 140.92242431640625, + 142.5107421875, + 143.15476989746094, + 143.15476989746094, + 144.67845153808594, + 145.0240020751953, + 145.0240020751953, + 144.66993713378906, + 144.66993713378906, + 144.66845703125, + 144.3599090576172, + 144.3599090576172, + 144.27911376953125, + 143.58775329589844, + 143.58775329589844, + 143.29669189453125, + 143.29669189453125, + 141.68592834472656, + 139.72906494140625, + 139.72906494140625, + 136.9752655029297, + 134.59005737304688, + 134.59005737304688, + 131.3372802734375, + 131.3372802734375, + 129.57432556152344, + 128.4033660888672, + 128.4033660888672, + 128.51080322265625, + 127.95426177978516, + 127.95426177978516, + 127.55464935302734, + 127.55464935302734, + 128.0483856201172, + 126.20284271240234, + 126.20284271240234, + 125.04566955566406, + 123.9696044921875, + 123.9696044921875, + 124.58673095703125, + 124.58673095703125, + 123.96569061279297, + 124.92643737792969, + 124.92643737792969, + 126.8471908569336, + 128.66880798339844, + 128.66880798339844, + 130.0311737060547, + 130.0311737060547, + 131.35043334960938, + 133.5087432861328, + 133.5087432861328, + 134.72109985351562, + 136.03875732421875, + 136.03875732421875, + 136.67025756835938, + 136.67025756835938, + 136.77549743652344, + 137.34884643554688, + 137.34884643554688, + 137.70692443847656, + 138.15170288085938, + 138.15170288085938, + 138.81407165527344, + 138.81407165527344, + 140.15733337402344, + 142.04808044433594, + 142.04808044433594 + ], + "sample_efficiencies": [ + NaN, + 4.999999873689376e-05, + 4.166666985838674e-05, + 3.662280141725205e-05, + 3.2317104341927916e-05, + 2.9097285732859746e-05, + 2.652462717378512e-05, + 2.4449149350402877e-05, + 2.2613037799601443e-05, + 2.103002589137759e-05, + 1.969868753803894e-05, + 1.8477974663255736e-05, + 1.7322756320936605e-05, + 1.633790452615358e-05, + 1.5421659554704092e-05, + 1.4627938980993349e-05, + 1.3907985703554004e-05, + 1.3242097338661551e-05, + 1.2652953955694102e-05, + 1.2104513189115096e-05, + 1.1592203918553423e-05, + 1.1132605322927702e-05, + 1.0701675819291268e-05, + 1.0311397090845276e-05, + 9.936625247064512e-06, + 9.576153388479725e-06, + 9.24800679058535e-06, + 8.928494025894906e-06, + 8.61876742419554e-06, + 8.336029168276582e-06, + 8.064213034231216e-06, + 7.814761374902446e-06, + 7.577125415991759e-06, + 7.3519759098417126e-06, + 7.143790753616486e-06, + 6.942289019207237e-06, + 6.752307399437996e-06, + 6.575571660505375e-06, + 6.407875844161026e-06, + 6.251065315154847e-06, + 6.101344297348987e-06, + 5.959106147201965e-06, + 5.8253049246559385e-06, + 5.696069820260163e-06, + 5.573905127675971e-06, + 5.458399300550809e-06, + 5.3479952839552425e-06, + 5.243253781372914e-06, + 5.141963811183814e-06, + 5.045377747592283e-06, + 4.9533832680026535e-06, + 4.86441877001198e-06, + 4.7788366828172e-06, + 4.69706083094934e-06, + 4.61777290183818e-06, + 4.541865564533509e-06, + 4.467984581424389e-06, + 4.396460099087562e-06, + 4.327826900407672e-06, + 4.261450612830231e-06, + 4.196932422928512e-06, + 4.134878054173896e-06, + 4.074527623743052e-06, + 4.016396360384533e-06, + 3.959577497880673e-06, + 3.90403965866426e-06, + 3.850466328003677e-06, + 3.797953240791685e-06, + 3.7465761124622077e-06, + 3.6969554457755294e-06, + 3.6480573726294097e-06, + 3.6007961625728058e-06, + 3.555027205948136e-06, + 3.509685711833299e-06, + 3.4658094136830186e-06, + 3.422986310397391e-06, + 3.3806559258664493e-06, + 3.339654085721122e-06, + 3.2993871172948275e-06, + 3.2603527415631106e-06, + 3.2222606023424305e-06, + 3.184485876772669e-06, + 3.14783824251208e-06, + 3.111781779807643e-06, + 3.076242819588515e-06, + 3.0417393190873554e-06, + 3.0075746053626062e-06, + 2.974390099552693e-06, + 2.941531192846014e-06, + 2.908681835833704e-06, + 2.876775397453457e-06, + 2.844605205609696e-06, + 2.811793820001185e-06, + 2.7799687813967466e-06, + 2.7479998152557528e-06, + 2.7169930945092347e-06, + 2.6850450467463816e-06, + 2.6520965548115782e-06, + 2.6202271783404285e-06, + 2.5875285700749373e-06, + 2.554451839387184e-06, + 2.5225203899026383e-06, + 2.4903117719077272e-06, + 2.4592231966380496e-06, + 2.4280245725094574e-06, + 2.397102434770204e-06, + 2.3672623683523852e-06, + 2.3380216589430347e-06, + 2.3090658487490145e-06, + 2.2811002509115497e-06, + 2.253515503980452e-06, + 2.2268541215453297e-06, + 2.200701601395849e-06, + 2.174946303057368e-06, + 2.150028421965544e-06, + 2.1255636966088787e-06, + 2.1017378912802087e-06, + 2.078655597870238e-06, + 2.056176754194894e-06, + 2.0343745745776687e-06, + 2.0131351448071655e-06, + 1.992460283872788e-06, + 1.9723759123735363e-06, + 1.9529622932168422e-06, + 1.9339863683853764e-06, + 1.9155222616973333e-06, + 1.8975130160470144e-06, + 1.8799730696628103e-06, + 1.8628018096933374e-06, + 1.846061195465154e-06, + 1.8297367887498694e-06, + 1.8137444612875697e-06, + 1.7983709312829887e-06, + 1.7833561969382572e-06, + 1.7688886373434798e-06, + 1.754742584125779e-06, + 1.7412987745046848e-06, + 1.7284606883549714e-06, + 1.7158779428427806e-06, + 1.7040987358996063e-06, + 1.693137505753839e-06, + 1.6823607893456938e-06, + 1.6723073485991335e-06, + 1.662408408265037e-06, + 1.653112803978729e-06, + 1.6443000276922248e-06, + 1.6356043488485739e-06, + 1.6273110077236197e-06, + 1.6192458360819728e-06, + 1.6112780940602534e-06, + 1.6034496184147429e-06, + 1.5957135701683e-06, + 1.588063014423824e-06, + 1.5805441080374294e-06, + 1.5731114899608656e-06, + 1.5655846254958306e-06, + 1.558026156089909e-06, + 1.5505569308515987e-06, + 1.5430418898176868e-06, + 1.5356165476987371e-06, + 1.5281746073014801e-06, + 1.5206071566353785e-06, + 1.5131330428630463e-06, + 1.5055958328957786e-06, + 1.4980073501646984e-06, + 1.4905151601851685e-06, + 1.4829773817837122e-06, + 1.4755360098206438e-06, + 1.4679254718430457e-06, + 1.4602554756493191e-06, + 1.452688252356893e-06, + 1.4450444041358423e-06, + 1.437344963051146e-06, + 1.4297518191597192e-06, + 1.4220773891793215e-06, + 1.414510279573733e-06, + 1.4069162261876045e-06, + 1.3993405900691869e-06, + 1.3918715922045521e-06, + 1.3843160786564113e-06, + 1.3767159998678835e-06, + 1.369226083625108e-06, + 1.361695126433915e-06, + 1.3542738770411233e-06, + 1.3468530823956826e-06, + 1.3394363804763998e-06, + 1.3321283631739789e-06, + 1.3248834420664934e-06, + 1.317748001383734e-06, + 1.3107146514812484e-06, + 1.3037696362516726e-06, + 1.296922164328862e-06, + 1.29011766603071e-06, + 1.2833623941332917e-06, + 1.276701141250669e-06, + 1.270128677788307e-06, + 1.2636323845072184e-06, + 1.2572240848385263e-06, + 1.2508887721196515e-06, + 1.2446381560948794e-06, + 1.2384368801576784e-06, + 1.232323597832874e-06, + 1.2262902373549878e-06, + 1.22033679872402e-06, + 1.2144596439611632e-06, + 1.208646835948457e-06, + 1.2028820037812693e-06, + 1.1971895901297103e-06, + 1.191514797937998e-06, + 1.1858840025524842e-06, + 1.18032357931952e-06, + 1.1748146562240436e-06, + 1.1693737178575248e-06, + 1.1640067896223627e-06, + 1.1587378594413167e-06, + 1.1535315707078553e-06, + 1.148431010733475e-06, + 1.1434807447585627e-06, + 1.1385860716472962e-06, + 1.1338300964780501e-06, + 1.129125621446292e-06, + 1.1245545010751812e-06, + 1.1201145753148012e-06, + 1.1157194421684835e-06, + 1.1114397011624533e-06, + 1.1072770575992763e-06, + 1.1031539770556265e-06, + 1.0991666385962162e-06, + 1.0952154525512015e-06, + 1.0913612413787632e-06, + 1.0875814950850327e-06, + 1.0838342632268905e-06, + 1.0801644521052367e-06, + 1.0765686511149397e-06, + 1.0730022950156126e-06, + 1.0694751608752995e-06, + 1.0659765621312545e-06, + 1.0624796686897753e-06, + 1.058986867974454e-06, + 1.0555223752817255e-06, + 1.052046854965738e-06, + 1.0485885013622465e-06, + 1.0451581147208344e-06, + 1.0417072644486325e-06, + 1.0382844948253478e-06, + 1.0348173873353517e-06, + 1.0312970744053018e-06, + 1.0278068884872482e-06, + 1.0242682719763252e-06, + 1.020687250274932e-06, + 1.0171380608881009e-06, + 1.013501787383575e-06, + 1.0098987104356638e-06, + 1.0062223054774222e-06, + 1.0024908760897233e-06, + 9.987952580559067e-07, + 9.950786079571117e-07, + 9.913579788189963e-07, + 9.876736157821142e-07, + 9.83991299108311e-07, + 9.803446801015525e-07, + 9.767223900780664e-07, + 9.73130454440252e-07, + 9.695728522274294e-07, + 9.660336672823178e-07, + 9.625034635973861e-07, + 9.590069112164201e-07, + 9.55514110501099e-07, + 9.520545063423924e-07, + 9.486217891208071e-07, + 9.452125482312113e-07, + 9.418352533430152e-07, + 9.384822305946727e-07, + 9.351537642032781e-07, + 9.318559932580683e-07, + 9.285969326811028e-07, + 9.253675443687825e-07, + 9.221786285706912e-07, + 9.190329137709341e-07, + 9.159150522464188e-07, + 9.128387432610907e-07, + 9.09796199266566e-07, + 9.06779860088136e-07, + 9.038269581651548e-07, + 9.008987262859591e-07, + 8.980219377008325e-07, + 8.952289363151067e-07, + 8.924581038627366e-07, + 8.897779366634495e-07, + 8.871833188095479e-07, + 8.846077435009647e-07, + 8.821336905384669e-07, + 8.796768042884651e-07, + 8.772856290306663e-07, + 8.749524909035244e-07, + 8.726345299692184e-07, + 8.703426601641695e-07, + 8.680559062668181e-07, + 8.657838748149516e-07, + 8.635152539682167e-07, + 8.612611281932914e-07, + 8.589908020439907e-07, + 8.567013196625339e-07, + 8.544267871002376e-07, + 8.521639642822265e-07, + 8.499125669914065e-07, + 8.476758353026526e-07, + 8.454488806819427e-07, + 8.432363642896235e-07, + 8.410306691075675e-07, + 8.388236665268778e-07, + 8.36630988487741e-07, + 8.344666184711969e-07, + 8.322978715114004e-07, + 8.301429943458061e-07, + 8.279956205115013e-07, + 8.25861945941142e-07, + 8.237400948019058e-07, + 8.216263154281478e-07, + 8.195258942578221e-07, + 8.174349659384461e-07, + 8.153397175192367e-07, + 8.132577704600408e-07, + 8.11174118098279e-07, + 8.091035965662741e-07, + 8.070268791016133e-07, + 8.049416919675423e-07, + 8.028698061934847e-07, + 8.007913834262581e-07, + 7.986929517755925e-07, + 7.966082762322912e-07, + 7.945163815747947e-07, + 7.924383567115001e-07, + 7.903507253104181e-07, + 7.88267584539426e-07, + 7.86198313562636e-07, + 7.841209139769489e-07, + 7.820524956514419e-07, + 7.799977765898802e-07, + 7.779616453262861e-07, + 7.759389291095431e-07, + 7.739295142528135e-07, + 7.719374366388365e-07, + 7.699582624809409e-07, + 7.679930149606662e-07, + 7.660496521566529e-07, + 7.641186243745324e-07, + 7.622036832799495e-07, + 7.603007361467462e-07, + 7.584308150399011e-07, + 7.565979558421532e-07, + 7.547760674242454e-07, + 7.530006769229658e-07, + 7.512663273701037e-07, + 7.495416980418668e-07, + 7.478681709471857e-07, + 7.462037387995224e-07, + 7.445704568453948e-07, + 7.429604806930001e-07, + 7.413589173665969e-07, + 7.397644026241323e-07, + 7.381850082310848e-07, + 7.366137424469343e-07, + 7.350554369622841e-07, + 7.335050895562745e-07, + 7.319566748265061e-07, + 7.304382734218962e-07, + 7.289274321919947e-07, + 7.274377367139095e-07, + 7.259681638061011e-07, + 7.245056963256502e-07, + 7.23042944628105e-07, + 7.215872983579175e-07, + 7.201458060990262e-07, + 7.187001642705582e-07, + 7.172614004957722e-07, + 7.158076300584071e-07, + 7.143401603570965e-07, + 7.128800234568189e-07, + 7.114116442608065e-07, + 7.09950654709246e-07, + 7.08482104982977e-07, + 7.069970706652384e-07, + 7.055196533656272e-07, + 7.040363243504544e-07, + 7.02546287811856e-07, + 7.010639251348039e-07, + 6.995823582656158e-07, + 6.981084652579739e-07, + 6.966410524000821e-07, + 6.951751743144996e-07, + 6.937167995602067e-07, + 6.922621196281398e-07, + 6.908102818670159e-07, + 6.893658905937627e-07, + 6.879220677546982e-07, + 6.864856914035045e-07, + 6.850428349025606e-07, + 6.835881549704936e-07, + 6.821410352131352e-07 + ], + "training_efficiencies": [ + NaN, + NaN, + NaN, + 2.9553903004853055e-05, + 4.7194007493089885e-05, + 5.757579128840007e-05, + 5.605638580163941e-05, + 5.498668906511739e-05, + 5.413890175987035e-05, + 5.142962618265301e-05, + 4.932457522954792e-05, + 4.752310269395821e-05, + 4.591960532707162e-05, + 4.383905616123229e-05, + 4.199874820187688e-05, + 4.047696347697638e-05, + 3.875267429975793e-05, + 3.722026667674072e-05, + 3.5914159525418654e-05, + 3.450681106187403e-05, + 3.323481359984726e-05, + 3.212874071323313e-05, + 3.0974188121035695e-05, + 2.995753675349988e-05, + 2.9007060220465064e-05, + 2.8115940949646756e-05, + 2.722696626733523e-05, + 2.6381552743259817e-05, + 2.5580449801054783e-05, + 2.4792498152237386e-05, + 2.4050923457252793e-05, + 2.3384256564895622e-05, + 2.270784170832485e-05, + 2.2079288100940175e-05, + 2.1508960344363004e-05, + 2.0966977899661288e-05, + 2.0425248294486664e-05, + 1.9929986592615023e-05, + 1.9467961465124972e-05, + 1.901332871057093e-05, + 1.8586189980851486e-05, + 1.818673626985401e-05, + 1.7793649021768942e-05, + 1.741962660162244e-05, + 1.7071204638341442e-05, + 1.672822872933466e-05, + 1.640495247556828e-05, + 1.610242179594934e-05, + 1.581374635861721e-05, + 1.552775574964471e-05, + 1.5258823623298667e-05, + 1.5001986866991501e-05, + 1.474622968089534e-05, + 1.4504763385048136e-05, + 1.4273382475948893e-05, + 1.4044781892152969e-05, + 1.3824785128235817e-05, + 1.3614153431262821e-05, + 1.3406115613179281e-05, + 1.3207053598307539e-05, + 1.3015581316722091e-05, + 1.283330493606627e-05, + 1.2651051292777993e-05, + 1.2477232303353958e-05, + 1.2308985787967686e-05, + 1.214026087836828e-05, + 1.197903293359559e-05, + 1.1822451597254258e-05, + 1.1665561942209024e-05, + 1.1515388905536383e-05, + 1.136870287155034e-05, + 1.1228155017306563e-05, + 1.1088870451203547e-05, + 1.0952045158774126e-05, + 1.082073686120566e-05, + 1.0689783266570885e-05, + 1.0561377166595776e-05, + 1.0437987839395646e-05, + 1.031432293530088e-05, + 1.0195369213761296e-05, + 1.0080170795845333e-05, + 9.963722732209135e-06, + 9.851586582954042e-06, + 9.742067959450651e-06, + 9.634902198740747e-06, + 9.528893315291498e-06, + 9.424667041457724e-06, + 9.324137863586657e-06, + 9.222811968356837e-06, + 9.12220639293082e-06, + 9.025147846841719e-06, + 8.925617294153199e-06, + 8.82477434061002e-06, + 8.7276039266726e-06, + 8.630626325611956e-06, + 8.53498659125762e-06, + 8.437070391664747e-06, + 8.336726750712842e-06, + 8.238099326263182e-06, + 8.137537406582851e-06, + 8.036443432501983e-06, + 7.937320333439857e-06, + 7.837949851818848e-06, + 7.74262207414722e-06, + 7.645499863428995e-06, + 7.549820566055132e-06, + 7.45804572943598e-06, + 7.3686542236828245e-06, + 7.278777957253624e-06, + 7.1924923759070225e-06, + 7.107887540769298e-06, + 7.024892511253711e-06, + 6.943960215721745e-06, + 6.8647250373032875e-06, + 6.786948233639123e-06, + 6.71102952765068e-06, + 6.63752280161134e-06, + 6.565294825122692e-06, + 6.495359684777213e-06, + 6.427918378903996e-06, + 6.362591648212401e-06, + 6.298092102952069e-06, + 6.235788987396518e-06, + 6.175905127747683e-06, + 6.11655605098349e-06, + 6.059129191271495e-06, + 6.003427188261412e-06, + 5.948440048086923e-06, + 5.894904006709112e-06, + 5.842995506100124e-06, + 5.792651791125536e-06, + 5.742664598074043e-06, + 5.694869287253823e-06, + 5.648437763738912e-06, + 5.603110366791952e-06, + 5.5590235206182115e-06, + 5.517344561667414e-06, + 5.4770348469901364e-06, + 5.4377301239583176e-06, + 5.401125235948712e-06, + 5.366639470594237e-06, + 5.332905402610777e-06, + 5.3015933190181386e-06, + 5.270915153232636e-06, + 5.241755843599094e-06, + 5.2142459026072174e-06, + 5.187232090975158e-06, + 5.161166427569697e-06, + 5.1359374992898665e-06, + 5.111130576551659e-06, + 5.086481451144209e-06, + 5.0622356866369955e-06, + 5.038366907683667e-06, + 5.015015176468296e-06, + 4.991675723431399e-06, + 4.96814527650713e-06, + 4.9446193770563696e-06, + 4.921123945678119e-06, + 4.897585768048884e-06, + 4.874428213952342e-06, + 4.850979621551232e-06, + 4.8272358981193975e-06, + 4.803883712156676e-06, + 4.78009860671591e-06, + 4.75624983664602e-06, + 4.732800334750209e-06, + 4.709303539129905e-06, + 4.685879048338393e-06, + 4.662017545342678e-06, + 4.6380646381294355e-06, + 4.61420768260723e-06, + 4.590202934195986e-06, + 4.5661167860089336e-06, + 4.542143415164901e-06, + 4.518006335274549e-06, + 4.494297172641382e-06, + 4.47028833150398e-06, + 4.446427738002967e-06, + 4.42299051428563e-06, + 4.399370482133236e-06, + 4.375397566036554e-06, + 4.35185938840732e-06, + 4.328278464527102e-06, + 4.304837602830958e-06, + 4.2814831431314815e-06, + 4.258225089870393e-06, + 4.235112101014238e-06, + 4.212279691273579e-06, + 4.189872470306e-06, + 4.167863153270446e-06, + 4.145945695199771e-06, + 4.124412043893244e-06, + 4.103086666873423e-06, + 4.081739916728111e-06, + 4.060762421431718e-06, + 4.040135536342859e-06, + 4.019581865577493e-06, + 3.999375621788204e-06, + 3.9794663280190434e-06, + 3.959666173614096e-06, + 3.940088390663732e-06, + 3.920852577721234e-06, + 3.901930085703498e-06, + 3.883111276081763e-06, + 3.864593963953666e-06, + 3.84633858629968e-06, + 3.828094122582115e-06, + 3.810137286563986e-06, + 3.7922927731415257e-06, + 3.7744523524452234e-06, + 3.756890464501339e-06, + 3.7395464005385293e-06, + 3.7222889659460634e-06, + 3.705319613800384e-06, + 3.6887117857986595e-06, + 3.67235270459787e-06, + 3.6562071272783214e-06, + 3.640585418906994e-06, + 3.625186309363926e-06, + 3.610115300034522e-06, + 3.595252337618149e-06, + 3.5808541269943817e-06, + 3.5667703741637524e-06, + 3.5528703392628813e-06, + 3.5393745747569483e-06, + 3.526286945998436e-06, + 3.5132322864228627e-06, + 3.50064465237665e-06, + 3.488207312329905e-06, + 3.4759925711114192e-06, + 3.4640472676983336e-06, + 3.452238388490514e-06, + 3.440596174186794e-06, + 3.42922112395172e-06, + 3.417970674490789e-06, + 3.4067713841068326e-06, + 3.3956932838918874e-06, + 3.384650426596636e-06, + 3.3736512250470696e-06, + 3.3626702133915387e-06, + 3.351683744767797e-06, + 3.3407809496566188e-06, + 3.3298983908025548e-06, + 3.31897945216042e-06, + 3.30817852045584e-06, + 3.297169314464554e-06, + 3.286020501036546e-06, + 3.2749956062616548e-06, + 3.263847020207322e-06, + 3.252495389460819e-06, + 3.2412731343356427e-06, + 3.229805315640988e-06, + 3.218373876734404e-06, + 3.206738711014623e-06, + 3.1949591630109353e-06, + 3.1832241802476346e-06, + 3.171451680827886e-06, + 3.1596957796864444e-06, + 3.147986490148469e-06, + 3.136312443530187e-06, + 3.1247800507117063e-06, + 3.1133527045312803e-06, + 3.1019558264233638e-06, + 3.0906951451470377e-06, + 3.079519728999003e-06, + 3.0683092973049497e-06, + 3.0572321065847063e-06, + 3.0461935693892883e-06, + 3.0351986879395554e-06, + 3.0243147648434388e-06, + 3.0135311135381926e-06, + 3.0027895263629034e-06, + 2.9921502573415637e-06, + 2.9816133064741734e-06, + 2.9711980005231453e-06, + 2.9608486329379957e-06, + 2.9506170449167257e-06, + 2.940536887763301e-06, + 2.930539722001413e-06, + 2.920653514593141e-06, + 2.9109212391631445e-06, + 2.9012446702836314e-06, + 2.8916729206684977e-06, + 2.882323769881623e-06, + 2.873073526643566e-06, + 2.8639378797379322e-06, + 2.8550878141686553e-06, + 2.846327333827503e-06, + 2.837809688571724e-06, + 2.8295821721258108e-06, + 2.821432417476899e-06, + 2.813564151438186e-06, + 2.805767280733562e-06, + 2.798195509967627e-06, + 2.790770395222353e-06, + 2.7834093998535536e-06, + 2.776146629912546e-06, + 2.768915464912425e-06, + 2.7616949864750495e-06, + 2.7545006560103502e-06, + 2.7473672616906697e-06, + 2.7401474653743207e-06, + 2.732881512201857e-06, + 2.7256780867901398e-06, + 2.7184771624888526e-06, + 2.71132739726454e-06, + 2.7042385681852465e-06, + 2.6971952138410416e-06, + 2.690163910301635e-06, + 2.6831685318029486e-06, + 2.676182930372306e-06, + 2.669210289241164e-06, + 2.662341330506024e-06, + 2.655471917023533e-06, + 2.6486150090931915e-06, + 2.6417953904456226e-06, + 2.635032387843239e-06, + 2.62827666119847e-06, + 2.6215593607048504e-06, + 2.6148973120143637e-06, + 2.6082782369485358e-06, + 2.6016159608843736e-06, + 2.595008254502318e-06, + 2.588407596704201e-06, + 2.5818196718319086e-06, + 2.5752244710020022e-06, + 2.5686147182568675e-06, + 2.5620186079322593e-06, + 2.555413630034309e-06, + 2.548757720433059e-06, + 2.5421168174943887e-06, + 2.535465455366648e-06, + 2.528870027163066e-06, + 2.5222561816917732e-06, + 2.515628693799954e-06, + 2.509056912458618e-06, + 2.5024712613230804e-06, + 2.4958865196822444e-06, + 2.489357484591892e-06, + 2.4828987079672515e-06, + 2.476455847499892e-06, + 2.4700668745936127e-06, + 2.4637440674268873e-06, + 2.4574733288318384e-06, + 2.451220780130825e-06, + 2.445048949084594e-06, + 2.438926912873285e-06, + 2.4328312520083273e-06, + 2.4267842491099145e-06, + 2.420852297291276e-06, + 2.4150147055479465e-06, + 2.4092221337923547e-06, + 2.4035869046201697e-06, + 2.3980599053174956e-06, + 2.392573605902726e-06, + 2.387258518865565e-06, + 2.3819811758585274e-06, + 2.3767825041431934e-06, + 2.371666369072045e-06, + 2.366585704294266e-06, + 2.361507540626917e-06, + 2.3564862203784287e-06, + 2.351499006181257e-06, + 2.3465336198569275e-06, + 2.341601884836564e-06, + 2.336684019610402e-06, + 2.3318693820328917e-06, + 2.327060656170943e-06, + 2.3223271909955656e-06, + 2.3176646664069267e-06, + 2.3130075987864984e-06, + 2.308357125002658e-06, + 2.3037364371703006e-06, + 2.2991439436736982e-06, + 2.2945450837141834e-06, + 2.2899755549588008e-06, + 2.2853414520795923e-06, + 2.2806711967859883e-06, + 2.2760311821912182e-06, + 2.271372522955062e-06, + 2.266720230181818e-06, + 2.262051566503942e-06, + 2.257337655464653e-06, + 2.2526307930093026e-06, + 2.24791256187018e-06, + 2.24318023356318e-06, + 2.238455635961145e-06, + 2.2337408154271543e-06, + 2.2290573724603746e-06, + 2.2243782495934283e-06, + 2.219710950157605e-06, + 2.215074573541642e-06, + 2.2104568415670656e-06, + 2.2058320610085502e-06, + 2.2012377485225443e-06, + 2.196652076236205e-06, + 2.192074589402182e-06, + 2.1874830054002814e-06, + 2.1828604985785205e-06, + 2.178246859330102e-06 + ], + "stabilities": [ + NaN, + 1.0, + 0.8679261207580566, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943776726722717, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9848872423171997, + 1.0, + 0.9859999418258667, + 1.0, + 0.9712379574775696, + 0.9749066829681396, + 1.0, + 0.9543103575706482, + 0.94727623462677, + 1.0, + 0.9481378197669983, + 1.0, + 0.953069269657135, + 0.9612783193588257, + 1.0, + 0.9661324620246887, + 0.9846413135528564, + 1.0, + 0.9944019913673401, + 1.0, + 1.0, + 0.9943088293075562, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993154406547546, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998984158039093, + 1.0, + 0.9996776580810547, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985780715942383, + 0.9937275648117065, + 1.0, + 0.991339921951294, + 0.981796383857727, + 1.0, + 0.982498288154602, + 1.0, + 0.9820807576179504, + 0.9814165234565735, + 1.0, + 0.9835412502288818, + 0.9820950031280518, + 1.0, + 0.9761077761650085, + 1.0, + 0.9841896891593933, + 0.9893450736999512, + 1.0, + 0.9877007007598877, + 0.9880068302154541, + 1.0, + 0.9970967769622803, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974053502082825, + 1.0, + 0.9964649081230164, + 0.9953038096427917, + 1.0, + 0.9954018592834473, + 0.9976719617843628, + 1.0, + 0.9873560070991516, + 1.0, + 0.990652322769165, + 0.9787670373916626, + 1.0, + 0.9748147130012512, + 0.9753613471984863, + 1.0, + 0.967468798160553, + 1.0, + 0.9799553155899048, + 0.9821935296058655, + 1.0, + 0.9952195882797241, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9934594631195068, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99755859375, + 1.0, + 0.9999897480010986, + 0.997867226600647, + 1.0, + 0.9994403123855591, + 0.9952081441879272, + 1.0, + 0.9979729652404785, + 1.0, + 0.9887592196464539, + 0.9861887097358704, + 1.0, + 0.9802918434143066, + 0.9825865626335144, + 1.0, + 0.9758319854736328, + 1.0, + 0.9865769147872925, + 0.9909630417823792, + 1.0, + 1.0, + 0.9956693053245544, + 1.0, + 0.9968768954277039, + 1.0, + 1.0, + 0.9855871200561523, + 1.0, + 0.9908308386802673, + 0.9913946390151978, + 1.0, + 1.0, + 1.0, + 0.9950152039527893, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0 + ], + "opt_steps": [ + 0.0, + 0.0, + 0.0, + 10240.0, + 10240.0, + 10240.0, + 20480.0, + 20480.0, + 20480.0, + 30720.0, + 30720.0, + 30720.0, + 30720.0, + 40960.0, + 40960.0, + 40960.0, + 51200.0, + 51200.0, + 51200.0, + 61440.0, + 61440.0, + 61440.0, + 71680.0, + 71680.0, + 71680.0, + 71680.0, + 81920.0, + 81920.0, + 81920.0, + 92160.0, + 92160.0, + 92160.0, + 102400.0, + 102400.0, + 102400.0, + 102400.0, + 112640.0, + 112640.0, + 112640.0, + 122880.0, + 122880.0, + 122880.0, + 133120.0, + 133120.0, + 133120.0, + 143360.0, + 143360.0, + 143360.0, + 143360.0, + 153600.0, + 153600.0, + 153600.0, + 163840.0, + 163840.0, + 163840.0, + 174080.0, + 174080.0, + 174080.0, + 184320.0, + 184320.0, + 184320.0, + 184320.0, + 194560.0, + 194560.0, + 194560.0, + 204800.0, + 204800.0, + 204800.0, + 215040.0, + 215040.0, + 215040.0, + 215040.0, + 225280.0, + 225280.0, + 225280.0, + 235520.0, + 235520.0, + 235520.0, + 245760.0, + 245760.0, + 245760.0, + 256000.0, + 256000.0, + 256000.0, + 256000.0, + 266240.0, + 266240.0, + 266240.0, + 276480.0, + 276480.0, + 276480.0, + 286720.0, + 286720.0, + 286720.0, + 286720.0, + 296960.0, + 296960.0, + 296960.0, + 307200.0, + 307200.0, + 307200.0, + 317440.0, + 317440.0, + 317440.0, + 327680.0, + 327680.0, + 327680.0, + 327680.0, + 337920.0, + 337920.0, + 337920.0, + 348160.0, + 348160.0, + 348160.0, + 358400.0, + 358400.0, + 358400.0, + 368640.0, + 368640.0, + 368640.0, + 368640.0, + 378880.0, + 378880.0, + 378880.0, + 389120.0, + 389120.0, + 389120.0, + 399360.0, + 399360.0, + 399360.0, + 399360.0, + 409600.0, + 409600.0, + 409600.0, + 419840.0, + 419840.0, + 419840.0, + 430080.0, + 430080.0, + 430080.0, + 440320.0, + 440320.0, + 440320.0, + 440320.0, + 450560.0, + 450560.0, + 450560.0, + 460800.0, + 460800.0, + 460800.0, + 471040.0, + 471040.0, + 471040.0, + 471040.0, + 481280.0, + 481280.0, + 481280.0, + 491520.0, + 491520.0, + 491520.0, + 501760.0, + 501760.0, + 501760.0, + 512000.0, + 512000.0, + 512000.0, + 512000.0, + 522240.0, + 522240.0, + 522240.0, + 532480.0, + 532480.0, + 532480.0, + 542720.0, + 542720.0, + 542720.0, + 552960.0, + 552960.0, + 552960.0, + 552960.0, + 563200.0, + 563200.0, + 563200.0, + 573440.0, + 573440.0, + 573440.0, + 583680.0, + 583680.0, + 583680.0, + 583680.0, + 593920.0, + 593920.0, + 593920.0, + 604160.0, + 604160.0, + 604160.0, + 614400.0, + 614400.0, + 614400.0, + 624640.0, + 624640.0, + 624640.0, + 624640.0, + 634880.0, + 634880.0, + 634880.0, + 645120.0, + 645120.0, + 645120.0, + 655360.0, + 655360.0, + 655360.0, + 665600.0, + 665600.0, + 665600.0, + 665600.0, + 675840.0, + 675840.0, + 675840.0, + 686080.0, + 686080.0, + 686080.0, + 696320.0, + 696320.0, + 696320.0, + 696320.0, + 706560.0, + 706560.0, + 706560.0, + 716800.0, + 716800.0, + 716800.0, + 727040.0, + 727040.0, + 727040.0, + 737280.0, + 737280.0, + 737280.0, + 737280.0, + 747520.0, + 747520.0, + 747520.0, + 757760.0, + 757760.0, + 757760.0, + 768000.0, + 768000.0, + 768000.0, + 768000.0, + 778240.0, + 778240.0, + 778240.0, + 788480.0, + 788480.0, + 788480.0, + 798720.0, + 798720.0, + 798720.0, + 808960.0, + 808960.0, + 808960.0, + 808960.0, + 819200.0, + 819200.0, + 819200.0, + 829440.0, + 829440.0, + 829440.0, + 839680.0, + 839680.0, + 839680.0, + 849920.0, + 849920.0, + 849920.0, + 849920.0, + 860160.0, + 860160.0, + 860160.0, + 870400.0, + 870400.0, + 870400.0, + 880640.0, + 880640.0, + 880640.0, + 880640.0, + 890880.0, + 890880.0, + 890880.0, + 901120.0, + 901120.0, + 901120.0, + 911360.0, + 911360.0, + 911360.0, + 921600.0, + 921600.0, + 921600.0, + 921600.0, + 931840.0, + 931840.0, + 931840.0, + 942080.0, + 942080.0, + 942080.0, + 952320.0, + 952320.0, + 952320.0, + 952320.0, + 962560.0, + 962560.0, + 962560.0, + 972800.0, + 972800.0, + 972800.0, + 983040.0, + 983040.0, + 983040.0, + 993280.0, + 993280.0, + 993280.0, + 993280.0, + 1003520.0, + 1003520.0, + 1003520.0, + 1013760.0, + 1013760.0, + 1013760.0, + 1024000.0, + 1024000.0, + 1024000.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1044480.0, + 1044480.0, + 1044480.0, + 1054720.0, + 1054720.0, + 1054720.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1075200.0, + 1075200.0, + 1075200.0, + 1085440.0, + 1085440.0, + 1085440.0, + 1095680.0, + 1095680.0, + 1095680.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1116160.0, + 1116160.0, + 1116160.0, + 1126400.0, + 1126400.0, + 1126400.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1146880.0, + 1146880.0, + 1146880.0, + 1157120.0, + 1157120.0, + 1157120.0, + 1167360.0, + 1167360.0, + 1167360.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1187840.0, + 1187840.0, + 1187840.0, + 1198080.0, + 1198080.0, + 1198080.0, + 1208320.0, + 1208320.0, + 1208320.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1228800.0, + 1228800.0, + 1228800.0, + 1239040.0, + 1239040.0, + 1239040.0, + 1249280.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_df_eval.csv b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..c1869d2dedc48cb4fa918bedd2682c30c2a3dc49 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_df_eval.csv @@ -0,0 +1,401 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +,,,344.82758,10000.0,29.0,625.0,,0.0,0.00022,0.2, +-43.16909,-43.16909,,625.0,20000.0,32.0,1250.0,,0.0,0.00022,0.2, +-43.16909,-43.16909,,882.35297,30000.0,34.0,1875.0,,0.0,0.00022,0.2, +-41.189137,-42.509106,0.0106191775,360.36035,40000.0,111.0,2500.0,,10240.0,0.00022,0.2,2.9051597 +-36.614838,-41.035538,0.0106191775,438.5965,50000.0,114.0,3125.0,,10240.0,0.00022,0.2,2.9051597 +-36.614838,-40.151398,0.0106191775,512.8205,60000.0,117.0,3750.0,,10240.0,0.00022,0.2,2.9051597 +-35.1169,-39.312313,-0.0553474,364.58334,70000.0,192.0,4375.0,,20480.0,0.00022,0.2,2.9663289 +-35.1169,-38.71297,-0.0553474,410.2564,80000.0,195.0,5000.0,,20480.0,0.00022,0.2,2.9663289 +-32.52329,-37.93926,-0.0553474,454.54544,90000.0,198.0,5625.0,,20480.0,0.00022,0.2,2.9663289 +-30.671305,-37.131706,-0.06475547,366.30035,100000.0,273.0,6250.0,,30720.0,0.00022,0.2,3.0174255 +-30.671305,-36.485664,-0.06475547,398.55072,110000.0,276.0,6875.0,,30720.0,0.00022,0.2,3.0174255 +-25.893192,-35.522713,-0.06475547,430.1075,120000.0,279.0,7500.0,,30720.0,0.00022,0.2,3.0174255 +-21.003471,-34.31278,-0.06475547,462.63345,130000.0,281.0,8125.0,,30720.0,0.00022,0.2,3.0174255 +-21.003471,-33.288986,-0.07087972,392.15686,140000.0,357.0,8750.0,,40960.0,0.00022,0.2,3.0799274 +-15.006101,-31.983065,-0.07087972,416.66666,150000.0,360.0,9375.0,,40960.0,0.00022,0.2,3.0799274 +-15.006101,-30.851269,-0.07087972,441.98895,160000.0,362.0,10000.0,,40960.0,0.00022,0.2,3.0799274 +-9.596305,-29.522835,-0.073009476,388.12787,170000.0,438.0,10625.0,,51200.0,0.00022,0.2,3.1245556 +-3.406593,-27.986586,-0.073009476,408.16327,180000.0,441.0,11250.0,,51200.0,0.00022,0.2,3.1245556 +-3.406593,-26.621029,-0.073009476,427.92792,190000.0,444.0,11875.0,,51200.0,0.00022,0.2,3.1245556 +1.9773455,-25.11585,-0.075086884,383.87717,200000.0,521.0,12500.0,,61440.0,0.00022,0.2,3.1533744 +7.797885,-23.470165,-0.075086884,401.52963,210000.0,523.0,13125.0,,61440.0,0.00022,0.2,3.1533744 +7.797885,-21.98121,-0.075086884,418.25095,220000.0,526.0,13750.0,,61440.0,0.00022,0.2,3.1533744 +12.526562,-20.412676,-0.0771782,382.0598,230000.0,602.0,14375.0,,71680.0,0.00022,0.2,3.176919 +12.526562,-18.980532,-0.0771782,396.6942,240000.0,605.0,15000.0,,71680.0,0.00022,0.2,3.176919 +16.239477,-17.513033,-0.0771782,411.1842,250000.0,608.0,15625.0,,71680.0,0.00022,0.2,3.176919 +19.999496,-16.012531,-0.0771782,426.22952,260000.0,610.0,16250.0,,71680.0,0.00022,0.2,3.176919 +19.999496,-14.627453,-0.07842171,394.16058,270000.0,685.0,16875.0,,81920.0,0.00022,0.2,3.2001686 +23.437506,-13.21764,-0.07842171,406.97675,280000.0,688.0,17500.0,,81920.0,0.00022,0.2,3.2001686 +26.994791,-11.781482,-0.07842171,419.6816,290000.0,691.0,18125.0,,81920.0,0.00022,0.2,3.2001686 +26.994791,-10.444369,-0.082305096,391.13428,300000.0,767.0,18750.0,,92160.0,0.00022,0.2,3.223352 +30.280848,-9.086863,-0.082305096,402.5974,310000.0,770.0,19375.0,,92160.0,0.00022,0.2,3.223352 +30.280848,-7.816936,-0.082305096,413.97153,320000.0,773.0,20000.0,,92160.0,0.00022,0.2,3.223352 +33.986347,-6.5105834,-0.08256724,388.2353,330000.0,850.0,20625.0,,102400.0,0.00022,0.2,3.239046 +37.13096,-5.1881123,-0.08256724,398.5932,340000.0,853.0,21250.0,,102400.0,0.00022,0.2,3.239046 +37.13096,-3.9434338,-0.08256724,408.8785,350000.0,856.0,21875.0,,102400.0,0.00022,0.2,3.239046 +40.557808,-2.67197,-0.08256724,419.09198,360000.0,859.0,22500.0,,102400.0,0.00022,0.2,3.239046 +44.390846,-1.3646693,-0.08419158,396.1456,370000.0,934.0,23125.0,,112640.0,0.00022,0.2,3.2542772 +44.390846,-0.12803382,-0.08419158,405.54962,380000.0,937.0,23750.0,,112640.0,0.00022,0.2,3.2542772 +48.003716,1.1385912,-0.08419158,414.89362,390000.0,940.0,24375.0,,112640.0,0.00022,0.2,3.2542772 +48.003716,2.3402612,-0.084111825,394.86673,400000.0,1013.0,25000.0,,122880.0,0.00022,0.2,3.2605753 +51.581253,3.571286,-0.084111825,403.1465,410000.0,1017.0,25625.0,,122880.0,0.00022,0.2,3.2605753 +54.734062,4.8191586,-0.084111825,412.1688,420000.0,1019.0,26250.0,,122880.0,0.00022,0.2,3.2605753 +54.734062,6.007609,-0.08174372,393.053,430000.0,1094.0,26875.0,,133120.0,0.00022,0.2,3.2734778 +56.893707,7.1910067,-0.08174372,401.0939,440000.0,1097.0,27500.0,,133120.0,0.00022,0.2,3.2734778 +58.89231,8.366036,-0.08174372,409.0909,450000.0,1100.0,28125.0,,133120.0,0.00022,0.2,3.2734778 +58.89231,9.488842,-0.07581849,391.8228,460000.0,1174.0,28750.0,,143360.0,0.00022,0.2,3.283936 +59.99442,10.586789,-0.07581849,399.3203,470000.0,1177.0,29375.0,,143360.0,0.00022,0.2,3.283936 +59.99442,11.638016,-0.07581849,406.4352,480000.0,1181.0,30000.0,,143360.0,0.00022,0.2,3.283936 +59.26172,12.630177,-0.07581849,413.85135,490000.0,1184.0,30625.0,,143360.0,0.00022,0.2,3.283936 +56.186913,13.519089,-0.06675134,397.45627,500000.0,1258.0,31250.0,,153600.0,0.00022,0.2,3.2944822 +56.186913,14.372445,-0.06675134,404.44092,510000.0,1261.0,31875.0,,153600.0,0.00022,0.2,3.2944822 +50.931683,15.0892935,-0.06675134,411.3924,520000.0,1264.0,32500.0,,153600.0,0.00022,0.2,3.2944822 +44.11916,15.647559,-0.055369895,396.11362,530000.0,1338.0,33125.0,,163840.0,0.00022,0.2,3.3169072 +44.11916,16.18476,-0.055369895,402.68457,540000.0,1341.0,33750.0,,163840.0,0.00022,0.2,3.3169072 +36.03429,16.552343,-0.055369895,409.2262,550000.0,1344.0,34375.0,,163840.0,0.00022,0.2,3.3169072 +36.03429,16.90656,-0.03920296,394.6441,560000.0,1419.0,35000.0,,174080.0,0.00022,0.2,3.344724 +27.973555,17.104185,-0.03920296,400.84387,570000.0,1422.0,35625.0,,174080.0,0.00022,0.2,3.344724 +20.614332,17.165768,-0.03920296,407.01755,580000.0,1425.0,36250.0,,174080.0,0.00022,0.2,3.344724 +20.614332,17.225225,-0.03968848,393.33334,590000.0,1500.0,36875.0,,184320.0,0.00022,0.2,3.3598547 +15.310539,17.192772,-0.03968848,399.2016,600000.0,1503.0,37500.0,,184320.0,0.00022,0.2,3.3598547 +12.215581,17.109821,-0.03968848,405.04648,610000.0,1506.0,38125.0,,184320.0,0.00022,0.2,3.3598547 +12.215581,17.029587,-0.03968848,410.59604,620000.0,1510.0,38750.0,,184320.0,0.00022,0.2,3.3598547 +11.18353,16.935295,-0.047316898,397.97852,630000.0,1583.0,39375.0,,194560.0,0.00022,0.2,3.3763156 +11.18353,16.843998,-0.047316898,403.53088,640000.0,1586.0,40000.0,,194560.0,0.00022,0.2,3.3763156 +13.581463,16.79302,-0.047316898,409.06232,650000.0,1589.0,40625.0,,194560.0,0.00022,0.2,3.3763156 +14.935004,16.764437,-0.05118809,396.8731,660000.0,1663.0,41250.0,,204800.0,0.00022,0.2,3.374946 +14.935004,16.73672,-0.05118809,402.16086,670000.0,1666.0,41875.0,,204800.0,0.00022,0.2,3.374946 +17.62072,16.749912,-0.05118809,407.4296,680000.0,1669.0,42500.0,,204800.0,0.00022,0.2,3.374946 +20.692667,16.807894,-0.052225657,395.8692,690000.0,1743.0,43125.0,,215040.0,0.00022,0.2,3.3514931 +20.692667,16.864195,-0.052225657,400.91638,700000.0,1746.0,43750.0,,215040.0,0.00022,0.2,3.3514931 +22.690742,16.947432,-0.052225657,405.94626,710000.0,1749.0,44375.0,,215040.0,0.00022,0.2,3.3514931 +22.690742,17.028322,-0.052225657,410.7245,720000.0,1753.0,45000.0,,215040.0,0.00022,0.2,3.3514931 +24.281176,17.129055,-0.039749544,399.78094,730000.0,1826.0,45625.0,,225280.0,0.00022,0.2,3.3327403 +25.182077,17.239372,-0.039749544,404.59268,740000.0,1829.0,46250.0,,225280.0,0.00022,0.2,3.3327403 +25.182077,17.346706,-0.039749544,409.38864,750000.0,1832.0,46875.0,,225280.0,0.00022,0.2,3.3327403 +26.139427,17.463942,-0.05563404,398.7408,760000.0,1906.0,47500.0,,235520.0,0.00022,0.2,3.316618 +26.190691,17.578768,-0.05563404,403.35254,770000.0,1909.0,48125.0,,235520.0,0.00022,0.2,3.316618 +26.190691,17.69061,-0.05563404,407.73654,780000.0,1913.0,48750.0,,235520.0,0.00022,0.2,3.316618 +26.507483,17.803646,-0.057533324,397.7845,790000.0,1986.0,49375.0,,245760.0,0.00022,0.2,3.3117154 +26.507483,17.913822,-0.057533324,402.01004,800000.0,1990.0,50000.0,,245760.0,0.00022,0.2,3.3117154 +26.732635,18.024057,-0.057533324,406.4225,810000.0,1993.0,50625.0,,245760.0,0.00022,0.2,3.3117154 +26.4715,18.128347,-0.06019609,396.90222,820000.0,2066.0,51250.0,,256000.0,0.00022,0.2,3.3122 +26.4715,18.230093,-0.06019609,401.15997,830000.0,2069.0,51875.0,,256000.0,0.00022,0.2,3.3122 +26.512075,18.329876,-0.06019609,405.20984,840000.0,2073.0,52500.0,,256000.0,0.00022,0.2,3.3122 +26.757061,18.4302,-0.06019609,409.44122,850000.0,2076.0,53125.0,,256000.0,0.00022,0.2,3.3122 +26.757061,18.528164,-0.05906874,400.0,860000.0,2150.0,53750.0,,266240.0,0.00022,0.2,3.2961817 +26.363108,18.619268,-0.05906874,404.0873,870000.0,2153.0,54375.0,,266240.0,0.00022,0.2,3.2961817 +26.363108,18.708277,-0.05906874,408.16327,880000.0,2156.0,55000.0,,266240.0,0.00022,0.2,3.2961817 +26.4059,18.795748,-0.06325755,398.92426,890000.0,2231.0,55625.0,,276480.0,0.00022,0.2,3.2682786 +27.313208,18.89145,-0.06325755,402.8648,900000.0,2234.0,56250.0,,276480.0,0.00022,0.2,3.2682786 +27.313208,18.985025,-0.06325755,406.7948,910000.0,2237.0,56875.0,,276480.0,0.00022,0.2,3.2682786 +28.791307,19.092787,-0.056123413,397.75183,920000.0,2313.0,57500.0,,286720.0,0.00022,0.2,3.2458277 +29.775555,19.208904,-0.056123413,401.5544,930000.0,2316.0,58125.0,,286720.0,0.00022,0.2,3.2458277 +29.775555,19.322523,-0.056123413,405.17242,940000.0,2320.0,58750.0,,286720.0,0.00022,0.2,3.2458277 +31.053495,19.44732,-0.056123413,408.95395,950000.0,2323.0,59375.0,,286720.0,0.00022,0.2,3.2458277 +31.053495,19.569492,-0.05678263,400.16675,960000.0,2399.0,60000.0,,296960.0,0.00022,0.2,3.2163067 +32.16047,19.70065,-0.05678263,403.66208,970000.0,2403.0,60625.0,,296960.0,0.00022,0.2,3.2163067 +33.10009,19.838787,-0.05678263,407.4844,980000.0,2405.0,61250.0,,296960.0,0.00022,0.2,3.2163067 +33.10009,19.974108,-0.05180313,399.03265,990000.0,2481.0,61875.0,,307200.0,0.00022,0.2,3.207212 +32.451637,20.100143,-0.05180313,402.57648,1000000.0,2484.0,62500.0,,307200.0,0.00022,0.2,3.207212 +32.43657,20.223505,-0.05180313,406.1118,1010000.0,2487.0,63125.0,,307200.0,0.00022,0.2,3.207212 +32.43657,20.979563,-0.052449554,398.12646,1020000.0,2562.0,63750.0,,317440.0,0.00022,0.2,3.1963625 +32.391083,21.735163,-0.052449554,401.55945,1030000.0,2565.0,64375.0,,317440.0,0.00022,0.2,3.1963625 +32.391083,22.470966,-0.052449554,404.98444,1040000.0,2568.0,65000.0,,317440.0,0.00022,0.2,3.1963625 +31.896801,23.156082,-0.052790172,397.42618,1050000.0,2642.0,65625.0,,327680.0,0.00022,0.2,3.2005076 +31.613947,23.838371,-0.052790172,400.60468,1060000.0,2646.0,66250.0,,327680.0,0.00022,0.2,3.2005076 +31.613947,24.505682,-0.052790172,403.926,1070000.0,2649.0,66875.0,,327680.0,0.00022,0.2,3.2005076 +31.490955,25.171759,-0.052790172,407.2398,1080000.0,2652.0,67500.0,,327680.0,0.00022,0.2,3.2005076 +32.155552,25.818544,-0.05143697,400.0,1090000.0,2725.0,68125.0,,337920.0,0.00022,0.2,3.1974146 +32.155552,26.446814,-0.05143697,403.07806,1100000.0,2729.0,68750.0,,337920.0,0.00022,0.2,3.1974146 +32.431824,27.077847,-0.05143697,406.29575,1110000.0,2732.0,69375.0,,337920.0,0.00022,0.2,3.1974146 +32.431824,27.661097,-0.046239045,399.14468,1120000.0,2806.0,70000.0,,348160.0,0.00022,0.2,3.2025728 +32.589222,28.197021,-0.046239045,402.27838,1130000.0,2809.0,70625.0,,348160.0,0.00022,0.2,3.2025728 +33.07936,28.737852,-0.046239045,405.4054,1140000.0,2812.0,71250.0,,348160.0,0.00022,0.2,3.2025728 +33.07936,29.218706,-0.045714844,398.4754,1150000.0,2886.0,71875.0,,358400.0,0.00022,0.2,3.20291 +33.73453,29.70611,-0.045714844,401.523,1160000.0,2889.0,72500.0,,358400.0,0.00022,0.2,3.20291 +33.971775,30.141794,-0.045714844,404.5643,1170000.0,2892.0,73125.0,,358400.0,0.00022,0.2,3.20291 +33.971775,30.515575,-0.0439311,397.84222,1180000.0,2966.0,73750.0,,368640.0,0.00022,0.2,3.1850166 +34.222878,30.89187,-0.0439311,400.6734,1190000.0,2970.0,74375.0,,368640.0,0.00022,0.2,3.1850166 +34.222878,31.214327,-0.0439311,403.6327,1200000.0,2973.0,75000.0,,368640.0,0.00022,0.2,3.1850166 +34.152798,31.477877,-0.0439311,406.58603,1210000.0,2976.0,75625.0,,368640.0,0.00022,0.2,3.1850166 +34.484383,31.744741,-0.04349027,400.0,1220000.0,3050.0,76250.0,,378880.0,0.00022,0.2,3.1763663 +34.484383,31.96432,-0.04349027,402.7505,1230000.0,3054.0,76875.0,,378880.0,0.00022,0.2,3.1763663 +34.53791,32.184433,-0.04349027,405.62643,1240000.0,3057.0,77500.0,,378880.0,0.00022,0.2,3.1763663 +35.028316,32.37232,-0.039171223,399.36102,1250000.0,3130.0,78125.0,,389120.0,0.00022,0.2,3.167234 +35.028316,32.522606,-0.039171223,402.0421,1260000.0,3134.0,78750.0,,389120.0,0.00022,0.2,3.167234 +35.393547,32.676548,-0.039171223,404.8454,1270000.0,3137.0,79375.0,,389120.0,0.00022,0.2,3.167234 +35.393547,32.79611,-0.037782263,398.7539,1280000.0,3210.0,80000.0,,399360.0,0.00022,0.2,3.1345 +36.303146,32.889194,-0.037782263,401.49393,1290000.0,3213.0,80625.0,,399360.0,0.00022,0.2,3.1345 +36.787518,32.98712,-0.037782263,404.1032,1300000.0,3217.0,81250.0,,399360.0,0.00022,0.2,3.1345 +36.787518,33.05219,-0.037782263,406.8323,1310000.0,3220.0,81875.0,,399360.0,0.00022,0.2,3.1345 +37.44707,33.12385,-0.03353205,400.7286,1320000.0,3294.0,82500.0,,409600.0,0.00022,0.2,3.1255913 +38.149128,33.165478,-0.03353205,403.39703,1330000.0,3297.0,83125.0,,409600.0,0.00022,0.2,3.1255913 +38.149128,33.17566,-0.03353205,406.0606,1340000.0,3300.0,83750.0,,409600.0,0.00022,0.2,3.1255913 +39.323338,33.197582,-0.03518511,400.11856,1350000.0,3374.0,84375.0,,419840.0,0.00022,0.2,3.1321688 +39.323338,33.185238,-0.03518511,402.6051,1360000.0,3378.0,85000.0,,419840.0,0.00022,0.2,3.1321688 +40.863396,33.149963,-0.03518511,405.32544,1370000.0,3380.0,85625.0,,419840.0,0.00022,0.2,3.1321688 +42.204933,33.128098,-0.0339305,399.42114,1380000.0,3455.0,86250.0,,430080.0,0.00022,0.2,3.1074433 +42.204933,33.070114,-0.0339305,401.96646,1390000.0,3458.0,86875.0,,430080.0,0.00022,0.2,3.1074433 +44.928024,33.039356,-0.0339305,404.50735,1400000.0,3461.0,87500.0,,430080.0,0.00022,0.2,3.1074433 +47.40827,32.997627,-0.03751823,398.75565,1410000.0,3536.0,88125.0,,440320.0,0.00022,0.2,3.0916927 +47.40827,32.92437,-0.03751823,401.2433,1420000.0,3539.0,88750.0,,440320.0,0.00022,0.2,3.0916927 +49.798225,32.87501,-0.03751823,403.61276,1430000.0,3543.0,89375.0,,440320.0,0.00022,0.2,3.0916927 +49.798225,32.80406,-0.03751823,406.09137,1440000.0,3546.0,90000.0,,440320.0,0.00022,0.2,3.0916927 +52.322586,32.73836,-0.023647068,400.5525,1450000.0,3620.0,90625.0,,450560.0,0.00022,0.2,3.0816975 +54.075695,32.690197,-0.023647068,402.98096,1460000.0,3623.0,91250.0,,450560.0,0.00022,0.2,3.0816975 +54.075695,32.63101,-0.023647068,405.4054,1470000.0,3626.0,91875.0,,450560.0,0.00022,0.2,3.0816975 +55.757652,32.58864,-0.04878402,400.0,1480000.0,3700.0,92500.0,,460800.0,0.00022,0.2,3.066007 +56.196228,32.557983,-0.04878402,402.37646,1490000.0,3703.0,93125.0,,460800.0,0.00022,0.2,3.066007 +56.196228,32.55808,-0.04878402,404.63986,1500000.0,3707.0,93750.0,,460800.0,0.00022,0.2,3.066007 +55.930405,32.55551,-0.06784777,399.36523,1510000.0,3781.0,94375.0,,471040.0,0.00022,0.2,3.0664742 +55.930405,32.6055,-0.06784777,401.69135,1520000.0,3784.0,95000.0,,471040.0,0.00022,0.2,3.0664742 +55.643387,32.72074,-0.06784777,403.90707,1530000.0,3788.0,95625.0,,471040.0,0.00022,0.2,3.0664742 +54.600346,32.82555,-0.06784777,406.22528,1540000.0,3791.0,96250.0,,471040.0,0.00022,0.2,3.0664742 +54.600346,33.011215,-0.074798696,401.03494,1550000.0,3865.0,96875.0,,481280.0,0.00022,0.2,3.062935 +53.50115,33.185883,-0.074798696,403.3092,1560000.0,3868.0,97500.0,,481280.0,0.00022,0.2,3.062935 +52.29831,33.429134,-0.074798696,405.57996,1570000.0,3871.0,98125.0,,481280.0,0.00022,0.2,3.062935 +52.29831,33.74597,-0.07644098,400.60852,1580000.0,3944.0,98750.0,,491520.0,0.00022,0.2,3.0608892 +51.007904,34.049908,-0.07644098,402.73557,1590000.0,3948.0,99375.0,,491520.0,0.00022,0.2,3.0608892 +51.007904,34.40688,-0.07644098,404.96075,1600000.0,3951.0,100000.0,,491520.0,0.00022,0.2,3.0608892 +49.68567,34.78158,-0.075079955,400.0,1610000.0,4025.0,100625.0,,501760.0,0.00022,0.2,3.0739293 +48.113987,35.140564,-0.075079955,402.08487,1620000.0,4029.0,101250.0,,501760.0,0.00022,0.2,3.0739293 +48.113987,35.50987,-0.075079955,404.26587,1630000.0,4032.0,101875.0,,501760.0,0.00022,0.2,3.0739293 +46.86694,35.866707,-0.07465675,399.4155,1640000.0,4106.0,102500.0,,512000.0,0.00022,0.2,3.08218 +45.776726,36.188656,-0.07465675,401.55756,1650000.0,4109.0,103125.0,,512000.0,0.00022,0.2,3.08218 +45.776726,36.49707,-0.07465675,403.59836,1660000.0,4113.0,103750.0,,512000.0,0.00022,0.2,3.08218 +44.32593,36.79098,-0.07465675,405.73373,1670000.0,4116.0,104375.0,,512000.0,0.00022,0.2,3.08218 +44.32593,37.058033,-0.074097276,400.95465,1680000.0,4190.0,105000.0,,522240.0,0.00022,0.2,3.0844622 +43.490433,37.286015,-0.074097276,403.0527,1690000.0,4193.0,105625.0,,522240.0,0.00022,0.2,3.0844622 +42.167126,37.50076,-0.074097276,405.05124,1700000.0,4197.0,106250.0,,522240.0,0.00022,0.2,3.0844622 +42.167126,37.695526,-0.07287645,400.37463,1710000.0,4271.0,106875.0,,532480.0,0.00022,0.2,3.0736594 +41.74604,37.886078,-0.07287645,402.33917,1720000.0,4275.0,107500.0,,532480.0,0.00022,0.2,3.0736594 +41.2048,38.055313,-0.07287645,404.39456,1730000.0,4278.0,108125.0,,532480.0,0.00022,0.2,3.0736594 +41.2048,38.215538,-0.07032,399.6325,1740000.0,4354.0,108750.0,,542720.0,0.00022,0.2,3.080409 +40.711666,38.370834,-0.07032,401.65253,1750000.0,4357.0,109375.0,,542720.0,0.00022,0.2,3.080409 +40.711666,38.516556,-0.07032,403.57715,1760000.0,4361.0,110000.0,,542720.0,0.00022,0.2,3.080409 +39.864372,38.653294,-0.06924539,399.00812,1770000.0,4436.0,110625.0,,552960.0,0.00022,0.2,3.085412 +39.789204,38.789276,-0.06924539,400.9009,1780000.0,4440.0,111250.0,,552960.0,0.00022,0.2,3.085412 +39.789204,38.922096,-0.06924539,402.88095,1790000.0,4443.0,111875.0,,552960.0,0.00022,0.2,3.085412 +40.229374,39.059315,-0.06924539,404.76727,1800000.0,4447.0,112500.0,,552960.0,0.00022,0.2,3.085412 +40.845776,39.20045,-0.0630561,400.44247,1810000.0,4520.0,113125.0,,563200.0,0.00022,0.2,3.0589724 +40.845776,39.34419,-0.0630561,402.3878,1820000.0,4523.0,113750.0,,563200.0,0.00022,0.2,3.0589724 +41.307255,39.492546,-0.0630561,404.33054,1830000.0,4526.0,114375.0,,563200.0,0.00022,0.2,3.0589724 +41.307255,39.6405,-0.059098013,400.0,1840000.0,4600.0,115000.0,,573440.0,0.00022,0.2,3.045333 +41.976078,39.79269,-0.059098013,401.9118,1850000.0,4603.0,115625.0,,573440.0,0.00022,0.2,3.045333 +42.860573,39.953724,-0.059098013,403.8211,1860000.0,4606.0,116250.0,,573440.0,0.00022,0.2,3.045333 +42.860573,40.1187,-0.054033548,399.48727,1870000.0,4681.0,116875.0,,583680.0,0.00022,0.2,3.0141802 +43.34161,40.288483,-0.054033548,401.45206,1880000.0,4683.0,117500.0,,583680.0,0.00022,0.2,3.0141802 +44.14854,40.465904,-0.054033548,403.243,1890000.0,4687.0,118125.0,,583680.0,0.00022,0.2,3.0141802 +44.14854,40.634262,-0.054033548,405.11728,1900000.0,4690.0,118750.0,,583680.0,0.00022,0.2,3.0141802 +44.69806,40.808105,-0.054284394,400.92358,1910000.0,4764.0,119375.0,,593920.0,0.00022,0.2,2.9981503 +44.69806,40.967175,-0.054284394,402.68457,1920000.0,4768.0,120000.0,,593920.0,0.00022,0.2,2.9981503 +46.095562,41.130375,-0.054284394,404.52734,1930000.0,4771.0,120625.0,,593920.0,0.00022,0.2,2.9981503 +47.768288,41.310303,-0.050427776,400.4128,1940000.0,4845.0,121250.0,,604160.0,0.00022,0.2,2.982492 +47.768288,41.477448,-0.050427776,402.22772,1950000.0,4848.0,121875.0,,604160.0,0.00022,0.2,2.982492 +49.71544,41.664066,-0.050427776,404.0404,1960000.0,4851.0,122500.0,,604160.0,0.00022,0.2,2.982492 +51.974342,41.862206,-0.044257667,399.83762,1970000.0,4927.0,123125.0,,614400.0,0.00022,0.2,2.9597917 +51.974342,42.05095,-0.044257667,401.6227,1980000.0,4930.0,123750.0,,614400.0,0.00022,0.2,2.9597917 +53.992275,42.25987,-0.044257667,403.32388,1990000.0,4934.0,124375.0,,614400.0,0.00022,0.2,2.9597917 +53.992275,42.475277,-0.040156756,399.36102,2000000.0,5008.0,125000.0,,624640.0,0.00022,0.2,2.9504485 +55.75251,42.70844,-0.040156756,401.11755,2010000.0,5011.0,125625.0,,624640.0,0.00022,0.2,2.9504485 +58.551765,42.969593,-0.040156756,402.87195,2020000.0,5014.0,126250.0,,624640.0,0.00022,0.2,2.9504485 +58.551765,43.231197,-0.040156756,404.54364,2030000.0,5018.0,126875.0,,624640.0,0.00022,0.2,2.9504485 +60.803883,43.515327,-0.033520374,400.54977,2040000.0,5093.0,127500.0,,634880.0,0.00022,0.2,2.924943 +60.803883,43.804394,-0.033520374,402.2763,2050000.0,5096.0,128125.0,,634880.0,0.00022,0.2,2.924943 +63.654823,44.124805,-0.033520374,404.08002,2060000.0,5098.0,128750.0,,634880.0,0.00022,0.2,2.924943 +66.08735,44.469536,-0.029763518,400.0773,2070000.0,5174.0,129375.0,,645120.0,0.00022,0.2,2.889587 +66.08735,44.815502,-0.029763518,401.7771,2080000.0,5177.0,130000.0,,645120.0,0.00022,0.2,2.889587 +69.61096,45.19006,-0.029763518,403.4749,2090000.0,5180.0,130625.0,,645120.0,0.00022,0.2,2.889587 +72.633736,45.594837,-0.025513649,399.54337,2100000.0,5256.0,131250.0,,655360.0,0.00022,0.2,2.88176 +72.633736,45.99686,-0.025513649,401.21695,2110000.0,5259.0,131875.0,,655360.0,0.00022,0.2,2.88176 +75.609375,46.42864,-0.025513649,402.88864,2120000.0,5262.0,132500.0,,655360.0,0.00022,0.2,2.88176 +75.609375,46.858837,-0.032340314,399.02585,2130000.0,5338.0,133125.0,,665600.0,0.00022,0.2,2.8451161 +78.382675,47.311874,-0.032340314,400.59903,2140000.0,5342.0,133750.0,,665600.0,0.00022,0.2,2.8451161 +81.48174,47.7959,-0.032340314,402.2451,2150000.0,5345.0,134375.0,,665600.0,0.00022,0.2,2.8451161 +81.48174,48.27337,-0.032340314,403.8893,2160000.0,5348.0,135000.0,,665600.0,0.00022,0.2,2.8451161 +83.71387,48.77079,-0.02009203,400.14752,2170000.0,5423.0,135625.0,,675840.0,0.00022,0.2,2.8382306 +85.63739,49.287445,-0.02009203,401.76926,2180000.0,5426.0,136250.0,,675840.0,0.00022,0.2,2.8382306 +85.63739,49.801586,-0.02009203,403.38922,2190000.0,5429.0,136875.0,,675840.0,0.00022,0.2,2.8382306 +87.34464,50.3328,-0.043861713,399.7093,2200000.0,5504.0,137500.0,,686080.0,0.00022,0.2,2.8381457 +87.34464,50.864727,-0.043861713,401.3803,2210000.0,5506.0,138125.0,,686080.0,0.00022,0.2,2.8381457 +88.96766,51.40956,-0.043861713,402.97696,2220000.0,5509.0,138750.0,,686080.0,0.00022,0.2,2.8381457 +89.54234,51.96014,-0.047639936,399.3553,2230000.0,5584.0,139375.0,,696320.0,0.00022,0.2,2.81504 +89.54234,52.510185,-0.047639936,400.93073,2240000.0,5587.0,140000.0,,696320.0,0.00022,0.2,2.81504 +89.02976,53.0502,-0.047639936,402.5045,2250000.0,5590.0,140625.0,,696320.0,0.00022,0.2,2.81504 +89.289566,53.59281,-0.047639936,404.07654,2260000.0,5593.0,141250.0,,696320.0,0.00022,0.2,2.81504 +89.289566,54.13177,-0.06015864,400.35272,2270000.0,5670.0,141875.0,,706560.0,0.00022,0.2,2.8224268 +88.894585,54.66678,-0.06015864,401.90375,2280000.0,5673.0,142500.0,,706560.0,0.00022,0.2,2.8224268 +88.894585,55.192696,-0.06015864,403.52423,2290000.0,5675.0,143125.0,,706560.0,0.00022,0.2,2.8224268 +87.23299,55.697147,-0.066560335,399.86093,2300000.0,5752.0,143750.0,,716800.0,0.00022,0.2,2.819662 +85.53925,56.18466,-0.066560335,401.3901,2310000.0,5755.0,144375.0,,716800.0,0.00022,0.2,2.819662 +85.53925,56.66558,-0.066560335,402.9177,2320000.0,5758.0,145000.0,,716800.0,0.00022,0.2,2.819662 +84.00234,57.124115,-0.068279415,399.38293,2330000.0,5834.0,145625.0,,727040.0,0.00022,0.2,2.8131871 +82.26097,57.565235,-0.068279415,400.89087,2340000.0,5837.0,146250.0,,727040.0,0.00022,0.2,2.8131871 +82.26097,57.99461,-0.068279415,402.32837,2350000.0,5841.0,146875.0,,727040.0,0.00022,0.2,2.8131871 +77.835396,58.379738,-0.06945347,399.0531,2360000.0,5914.0,147500.0,,737280.0,0.00022,0.2,2.8325133 +77.835396,58.749454,-0.06945347,400.47314,2370000.0,5918.0,148125.0,,737280.0,0.00022,0.2,2.8325133 +75.68389,59.084244,-0.06945347,401.89127,2380000.0,5922.0,148750.0,,737280.0,0.00022,0.2,2.8325133 +74.66601,59.408863,-0.06945347,403.37552,2390000.0,5925.0,149375.0,,737280.0,0.00022,0.2,2.8325133 +74.66601,59.70624,-0.06827197,400.0,2400000.0,6000.0,150000.0,,747520.0,0.00022,0.2,2.8535748 +72.93129,59.961464,-0.06827197,401.39908,2410000.0,6004.0,150625.0,,747520.0,0.00022,0.2,2.8535748 +72.466866,60.21205,-0.06827197,402.8633,2420000.0,6007.0,151250.0,,747520.0,0.00022,0.2,2.8535748 +72.466866,60.438736,-0.06689676,399.7368,2430000.0,6079.0,151875.0,,757760.0,0.00022,0.2,2.8584983 +71.8529,60.659286,-0.06689676,401.11786,2440000.0,6083.0,152500.0,,757760.0,0.00022,0.2,2.8584983 +71.8529,60.85459,-0.06689676,402.56326,2450000.0,6086.0,153125.0,,757760.0,0.00022,0.2,2.8584983 +71.49508,61.028786,-0.06693024,399.48035,2460000.0,6158.0,153750.0,,768000.0,0.00022,0.2,2.8617983 +72.0771,61.208797,-0.06693024,400.84387,2470000.0,6162.0,154375.0,,768000.0,0.00022,0.2,2.8617983 +72.0771,61.371994,-0.06693024,402.20566,2480000.0,6166.0,155000.0,,768000.0,0.00022,0.2,2.8617983 +70.29287,61.51296,-0.06693024,403.63107,2490000.0,6169.0,155625.0,,768000.0,0.00022,0.2,2.8617983 +69.01103,61.64111,-0.066086784,400.57684,2500000.0,6241.0,156250.0,,778240.0,0.00022,0.2,2.8505964 +69.01103,61.771915,-0.066086784,401.92154,2510000.0,6245.0,156875.0,,778240.0,0.00022,0.2,2.8505964 +68.19366,61.89455,-0.066086784,403.32907,2520000.0,6248.0,157500.0,,778240.0,0.00022,0.2,2.8505964 +68.19366,62.020054,-0.06292536,400.31647,2530000.0,6320.0,158125.0,,788480.0,0.00022,0.2,2.847944 +68.30701,62.15712,-0.06292536,401.64453,2540000.0,6324.0,158750.0,,788480.0,0.00022,0.2,2.847944 +70.954185,62.320656,-0.06292536,402.97092,2550000.0,6328.0,159375.0,,788480.0,0.00022,0.2,2.847944 +70.954185,62.495186,-0.05673292,399.9375,2560000.0,6401.0,160000.0,,798720.0,0.00022,0.2,2.8526826 +73.194855,62.70415,-0.05673292,401.24902,2570000.0,6405.0,160625.0,,798720.0,0.00022,0.2,2.8526826 +77.89454,62.960106,-0.05673292,402.5589,2580000.0,6409.0,161250.0,,798720.0,0.00022,0.2,2.8526826 +77.89454,63.22897,-0.05460567,399.56802,2590000.0,6482.0,161875.0,,808960.0,0.00022,0.2,2.8423629 +82.913185,63.548027,-0.05460567,400.9252,2600000.0,6485.0,162500.0,,808960.0,0.00022,0.2,2.8423629 +82.913185,63.880302,-0.05460567,402.21915,2610000.0,6489.0,163125.0,,808960.0,0.00022,0.2,2.8423629 +86.983635,64.269,-0.05460567,403.51147,2620000.0,6493.0,163750.0,,808960.0,0.00022,0.2,2.8423629 +92.43509,64.712204,-0.052719783,400.60928,2630000.0,6565.0,164375.0,,819200.0,0.00022,0.2,2.8324282 +92.43509,65.16789,-0.052719783,401.88766,2640000.0,6569.0,165000.0,,819200.0,0.00022,0.2,2.8324282 +97.346756,65.683586,-0.052719783,403.2258,2650000.0,6572.0,165625.0,,819200.0,0.00022,0.2,2.8324282 +102.550064,66.25133,-0.05014508,400.36124,2660000.0,6644.0,166250.0,,829440.0,0.00022,0.2,2.7905529 +102.550064,66.83357,-0.05014508,401.62454,2670000.0,6648.0,166875.0,,829440.0,0.00022,0.2,2.7905529 +107.44972,67.46481,-0.05014508,402.88635,2680000.0,6652.0,167500.0,,829440.0,0.00022,0.2,2.7905529 +107.44972,68.1044,-0.048703246,400.05948,2690000.0,6724.0,168125.0,,839680.0,0.00022,0.2,2.7560554 +111.731224,68.80004,-0.048703246,401.30795,2700000.0,6728.0,168750.0,,839680.0,0.00022,0.2,2.7560554 +116.198975,69.54036,-0.048703246,402.61478,2710000.0,6731.0,169375.0,,839680.0,0.00022,0.2,2.7560554 +116.198975,70.28489,-0.047543593,399.76483,2720000.0,6804.0,170000.0,,849920.0,0.00022,0.2,2.7371778 +119.25503,71.06539,-0.047543593,400.9988,2730000.0,6808.0,170625.0,,849920.0,0.00022,0.2,2.7371778 +122.17621,71.8751,-0.047543593,402.23135,2740000.0,6812.0,171250.0,,849920.0,0.00022,0.2,2.7371778 +122.17621,72.68974,-0.047543593,403.46243,2750000.0,6816.0,171875.0,,849920.0,0.00022,0.2,2.7371778 +123.829056,73.52092,-0.048328977,400.58057,2760000.0,6890.0,172500.0,,860160.0,0.00022,0.2,2.6996975 +123.829056,74.36057,-0.048328977,401.79868,2770000.0,6894.0,173125.0,,860160.0,0.00022,0.2,2.6996975 +125.56306,75.21831,-0.048328977,403.0738,2780000.0,6897.0,173750.0,,860160.0,0.00022,0.2,2.6996975 +126.340805,76.083824,-0.046808477,400.22952,2790000.0,6971.0,174375.0,,870400.0,0.00022,0.2,2.6798558 +126.340805,76.94494,-0.046808477,401.4337,2800000.0,6975.0,175000.0,,870400.0,0.00022,0.2,2.6798558 +126.94028,77.805885,-0.046808477,402.5788,2810000.0,6980.0,175625.0,,870400.0,0.00022,0.2,2.6798558 +128.37059,78.68114,-0.047692757,399.82986,2820000.0,7053.0,176250.0,,880640.0,0.00022,0.2,2.6513827 +128.37059,79.551765,-0.047692757,401.02026,2830000.0,7057.0,176875.0,,880640.0,0.00022,0.2,2.6513827 +129.04407,80.42914,-0.047692757,402.15237,2840000.0,7062.0,177500.0,,880640.0,0.00022,0.2,2.6513827 +129.04407,81.29981,-0.047692757,403.33994,2850000.0,7066.0,178125.0,,880640.0,0.00022,0.2,2.6513827 +129.2741,82.16395,-0.048874866,400.5602,2860000.0,7140.0,178750.0,,890880.0,0.00022,0.2,2.621685 +129.75806,83.03292,-0.048874866,401.73572,2870000.0,7144.0,179375.0,,890880.0,0.00022,0.2,2.621685 +129.75806,83.89708,-0.048874866,402.9099,2880000.0,7148.0,180000.0,,890880.0,0.00022,0.2,2.621685 +130.66245,84.762215,-0.045544893,400.2216,2890000.0,7221.0,180625.0,,901120.0,0.00022,0.2,2.5921385 +131.52174,85.63595,-0.045544893,401.43964,2900000.0,7224.0,181250.0,,901120.0,0.00022,0.2,2.5921385 +131.52174,86.50419,-0.045544893,402.60098,2910000.0,7228.0,181875.0,,901120.0,0.00022,0.2,2.5921385 +132.04164,87.377625,-0.047197156,400.10962,2920000.0,7298.0,182500.0,,911360.0,0.00022,0.2,2.5605044 +132.04164,88.23709,-0.047197156,401.25992,2930000.0,7302.0,183125.0,,911360.0,0.00022,0.2,2.5605044 +132.21532,89.081566,-0.047197156,402.40897,2940000.0,7306.0,183750.0,,911360.0,0.00022,0.2,2.5605044 +132.79715,89.931854,-0.04905221,399.94577,2950000.0,7376.0,184375.0,,921600.0,0.00022,0.2,2.5313659 +132.79715,90.762665,-0.04905221,401.084,2960000.0,7380.0,185000.0,,921600.0,0.00022,0.2,2.5313659 +133.56905,91.57861,-0.04905221,402.221,2970000.0,7384.0,185625.0,,921600.0,0.00022,0.2,2.5313659 +133.52722,92.39415,-0.04905221,403.4114,2980000.0,7387.0,186250.0,,921600.0,0.00022,0.2,2.5313659 +133.52722,93.1895,-0.047402684,400.85803,2990000.0,7459.0,186875.0,,931840.0,0.00022,0.2,2.5164237 +132.82283,93.97781,-0.047402684,402.037,3000000.0,7462.0,187500.0,,931840.0,0.00022,0.2,2.5164237 +132.82283,94.74851,-0.047402684,403.161,3010000.0,7466.0,188125.0,,931840.0,0.00022,0.2,2.5164237 +133.27026,95.495705,-0.048325144,400.68994,3020000.0,7537.0,188750.0,,942080.0,0.00022,0.2,2.5033748 +133.98225,96.25001,-0.048325144,401.80347,3030000.0,7541.0,189375.0,,942080.0,0.00022,0.2,2.5033748 +133.98225,96.98179,-0.048325144,402.91583,3040000.0,7545.0,190000.0,,942080.0,0.00022,0.2,2.5033748 +134.8966,97.7227,-0.046392765,400.4727,3050000.0,7616.0,190625.0,,952320.0,0.00022,0.2,2.4971483 +135.09459,98.4371,-0.046392765,401.6275,3060000.0,7619.0,191250.0,,952320.0,0.00022,0.2,2.4971483 +135.09459,99.127174,-0.046392765,402.72858,3070000.0,7623.0,191875.0,,952320.0,0.00022,0.2,2.4971483 +135.66216,99.82293,-0.046392765,403.8285,3080000.0,7627.0,192500.0,,952320.0,0.00022,0.2,2.4971483 +135.66216,100.48344,-0.04722637,401.40295,3090000.0,7698.0,193125.0,,962560.0,0.00022,0.2,2.4739776 +136.17639,101.118866,-0.04722637,402.54514,3100000.0,7701.0,193750.0,,962560.0,0.00022,0.2,2.4739776 +136.95096,101.76204,-0.04722637,403.634,3110000.0,7705.0,194375.0,,962560.0,0.00022,0.2,2.4739776 +136.95096,102.37546,-0.046294015,401.18298,3120000.0,7777.0,195000.0,,972800.0,0.00022,0.2,2.4509735 +137.01106,102.98947,-0.046294015,402.31363,3130000.0,7780.0,195625.0,,972800.0,0.00022,0.2,2.4509735 +136.80515,103.573685,-0.046294015,403.39157,3140000.0,7784.0,196250.0,,972800.0,0.00022,0.2,2.4509735 +136.80515,104.126915,-0.046558704,401.01846,3150000.0,7855.0,196875.0,,983040.0,0.00022,0.2,2.4311638 +136.40384,104.67613,-0.046558704,402.0868,3160000.0,7859.0,197500.0,,983040.0,0.00022,0.2,2.4311638 +136.40384,105.20305,-0.046558704,403.15402,3170000.0,7863.0,198125.0,,983040.0,0.00022,0.2,2.4311638 +136.5218,105.71189,-0.047539577,400.75613,3180000.0,7935.0,198750.0,,993280.0,0.00022,0.2,2.3873603 +136.77641,106.22328,-0.047539577,401.81384,3190000.0,7939.0,199375.0,,993280.0,0.00022,0.2,2.3873603 +136.77641,106.7176,-0.047539577,402.92117,3200000.0,7942.0,200000.0,,993280.0,0.00022,0.2,2.3873603 +136.8021,107.212166,-0.047539577,403.97684,3210000.0,7946.0,200625.0,,993280.0,0.00022,0.2,2.3873603 +136.8952,107.691444,-0.047044497,401.5964,3220000.0,8018.0,201250.0,,1003520.0,0.00022,0.2,2.3697798 +136.8952,108.16498,-0.047044497,402.64273,3230000.0,8022.0,201875.0,,1003520.0,0.00022,0.2,2.3697798 +137.45108,108.64407,-0.047044497,403.68802,3240000.0,8026.0,202500.0,,1003520.0,0.00022,0.2,2.3697798 +137.45108,109.12828,-0.047984254,401.33365,3250000.0,8098.0,203125.0,,1013760.0,0.00022,0.2,2.3680854 +137.49211,109.61031,-0.047984254,402.36978,3260000.0,8102.0,203750.0,,1013760.0,0.00022,0.2,2.3680854 +138.35228,110.10094,-0.047984254,403.40488,3270000.0,8106.0,204375.0,,1013760.0,0.00022,0.2,2.3680854 +138.35228,110.59552,-0.04704928,401.07605,3280000.0,8178.0,205000.0,,1024000.0,0.00022,0.2,2.3405805 +138.41034,111.09067,-0.04704928,402.10217,3290000.0,8182.0,205625.0,,1024000.0,0.00022,0.2,2.3405805 +138.92245,111.60757,-0.04704928,403.1273,3300000.0,8186.0,206250.0,,1024000.0,0.00022,0.2,2.3405805 +138.92245,112.141396,-0.047785472,400.7749,3310000.0,8259.0,206875.0,,1034240.0,0.00022,0.2,2.3335438 +139.27245,112.678734,-0.047785472,401.83975,3320000.0,8262.0,207500.0,,1034240.0,0.00022,0.2,2.3335438 +139.27245,113.23144,-0.047785472,402.85507,3330000.0,8266.0,208125.0,,1034240.0,0.00022,0.2,2.3335438 +139.65181,113.80533,-0.047785472,403.86942,3340000.0,8270.0,208750.0,,1034240.0,0.00022,0.2,2.3335438 +139.97699,114.38248,-0.047005415,401.5342,3350000.0,8343.0,209375.0,,1044480.0,0.00022,0.2,2.2991784 +139.97699,115.0039,-0.047005415,402.58807,3360000.0,8346.0,210000.0,,1044480.0,0.00022,0.2,2.2991784 +139.82219,115.62377,-0.047005415,403.5928,3370000.0,8350.0,210625.0,,1044480.0,0.00022,0.2,2.2991784 +140.09714,116.2679,-0.04630966,401.23456,3380000.0,8424.0,211250.0,,1054720.0,0.00022,0.2,2.266139 +140.09714,116.92221,-0.04630966,402.23065,3390000.0,8428.0,211875.0,,1054720.0,0.00022,0.2,2.266139 +139.81325,117.57369,-0.04630966,403.27362,3400000.0,8431.0,212500.0,,1054720.0,0.00022,0.2,2.266139 +139.81325,118.24251,-0.0466311,400.9406,3410000.0,8505.0,213125.0,,1064960.0,0.00022,0.2,2.2477722 +139.59332,118.91379,-0.0466311,401.9746,3420000.0,8508.0,213750.0,,1064960.0,0.00022,0.2,2.2477722 +139.21922,119.58131,-0.0466311,403.00787,3430000.0,8511.0,214375.0,,1064960.0,0.00022,0.2,2.2477722 +139.21922,120.254974,-0.0466311,403.99295,3440000.0,8515.0,215000.0,,1064960.0,0.00022,0.2,2.2477722 +138.97328,120.92616,-0.047220837,401.81693,3450000.0,8586.0,215625.0,,1075200.0,0.00022,0.2,2.2372077 +138.58972,121.59711,-0.047220837,402.79395,3460000.0,8590.0,216250.0,,1075200.0,0.00022,0.2,2.2372077 +138.58972,122.262245,-0.047220837,403.77008,3470000.0,8594.0,216875.0,,1075200.0,0.00022,0.2,2.2372077 +138.2646,122.92412,-0.046266004,401.6157,3480000.0,8665.0,217500.0,,1085440.0,0.00022,0.2,2.2324314 +138.2646,123.60383,-0.046266004,402.53748,3490000.0,8670.0,218125.0,,1085440.0,0.00022,0.2,2.2324314 +137.375,124.28747,-0.046266004,403.50473,3500000.0,8674.0,218750.0,,1085440.0,0.00022,0.2,2.2324314 +136.75143,124.964874,-0.047609445,401.28043,3510000.0,8747.0,219375.0,,1095680.0,0.00022,0.2,2.2360315 +136.75143,125.65044,-0.047609445,402.2857,3520000.0,8750.0,220000.0,,1095680.0,0.00022,0.2,2.2360315 +137.22144,126.34072,-0.047609445,403.24423,3530000.0,8754.0,220625.0,,1095680.0,0.00022,0.2,2.2360315 +137.61842,127.03384,-0.047030788,401.0877,3540000.0,8826.0,221250.0,,1105920.0,0.00022,0.2,2.2346659 +137.61842,127.70048,-0.047030788,402.0385,3550000.0,8830.0,221875.0,,1105920.0,0.00022,0.2,2.2346659 +138.15797,128.37253,-0.047030788,402.98846,3560000.0,8834.0,222500.0,,1105920.0,0.00022,0.2,2.2346659 +138.15797,129.02216,-0.047030788,403.98325,3570000.0,8837.0,223125.0,,1105920.0,0.00022,0.2,2.2346659 +139.08821,129.6341,-0.040807154,401.79575,3580000.0,8910.0,223750.0,,1116160.0,0.00022,0.2,2.2332108 +140.45842,130.25972,-0.040807154,402.78244,3590000.0,8913.0,224375.0,,1116160.0,0.00022,0.2,2.2332108 +140.45842,130.83517,-0.040807154,403.72324,3600000.0,8917.0,225000.0,,1116160.0,0.00022,0.2,2.2332108 +141.83769,131.42441,-0.044805553,401.46796,3610000.0,8992.0,225625.0,,1126400.0,0.00022,0.2,2.2144623 +142.06227,131.97522,-0.044805553,402.40106,3620000.0,8996.0,226250.0,,1126400.0,0.00022,0.2,2.2144623 +142.06227,132.4715,-0.044805553,403.37814,3630000.0,8999.0,226875.0,,1126400.0,0.00022,0.2,2.2144623 +142.45819,132.97173,-0.04602341,401.19034,3640000.0,9073.0,227500.0,,1136640.0,0.00022,0.2,2.2067895 +142.45819,133.42284,-0.04602341,402.15955,3650000.0,9076.0,228125.0,,1136640.0,0.00022,0.2,2.2067895 +141.12273,133.80856,-0.04602341,403.0837,3660000.0,9080.0,228750.0,,1136640.0,0.00022,0.2,2.2067895 +140.91708,134.19223,-0.04602341,404.0515,3670000.0,9083.0,229375.0,,1136640.0,0.00022,0.2,2.2067895 +140.91708,134.5269,-0.047554787,401.87836,3680000.0,9157.0,230000.0,,1146880.0,0.00022,0.2,2.2052736 +140.13272,134.85373,-0.047554787,402.83844,3690000.0,9160.0,230625.0,,1146880.0,0.00022,0.2,2.2052736 +139.63612,135.13278,-0.047554787,403.79788,3700000.0,9163.0,231250.0,,1146880.0,0.00022,0.2,2.2052736 +139.63612,135.36714,-0.046598382,401.60208,3710000.0,9238.0,231875.0,,1157120.0,0.00022,0.2,2.1909733 +140.08348,135.60599,-0.046598382,402.55383,3720000.0,9241.0,232500.0,,1157120.0,0.00022,0.2,2.1909733 +140.08348,135.81427,-0.046598382,403.46133,3730000.0,9245.0,233125.0,,1157120.0,0.00022,0.2,2.1909733 +140.2722,135.99524,-0.04512383,401.33063,3740000.0,9319.0,233750.0,,1167360.0,0.00022,0.2,2.1792045 +141.84938,136.19197,-0.04512383,402.23105,3750000.0,9323.0,234375.0,,1167360.0,0.00022,0.2,2.1792045 +141.84938,136.3722,-0.04512383,403.17392,3760000.0,9326.0,235000.0,,1167360.0,0.00022,0.2,2.1792045 +142.29083,136.55681,-0.04553836,401.06384,3770000.0,9400.0,235625.0,,1177600.0,0.00022,0.2,2.1546535 +143.19931,136.73317,-0.04553836,401.99936,3780000.0,9403.0,236250.0,,1177600.0,0.00022,0.2,2.1546535 +143.19931,136.90173,-0.04553836,402.9343,3790000.0,9406.0,236875.0,,1177600.0,0.00022,0.2,2.1546535 +143.82156,137.07655,-0.04553836,403.86862,3800000.0,9409.0,237500.0,,1177600.0,0.00022,0.2,2.1546535 +143.82156,137.24535,-0.04405917,401.72922,3810000.0,9484.0,238125.0,,1187840.0,0.00022,0.2,2.141943 +143.8407,137.40007,-0.04405917,402.61383,3820000.0,9488.0,238750.0,,1187840.0,0.00022,0.2,2.141943 +143.51176,137.55147,-0.04405917,403.5402,3830000.0,9491.0,239375.0,,1187840.0,0.00022,0.2,2.141943 +143.51176,137.69615,-0.044649005,401.37973,3840000.0,9567.0,240000.0,,1198080.0,0.00022,0.2,2.123601 +143.74712,137.84319,-0.044649005,402.29886,3850000.0,9570.0,240625.0,,1198080.0,0.00022,0.2,2.123601 +143.8359,137.9888,-0.044649005,403.17526,3860000.0,9574.0,241250.0,,1198080.0,0.00022,0.2,2.123601 +143.8359,138.12958,-0.0436608,401.03625,3870000.0,9650.0,241875.0,,1208320.0,0.00022,0.2,2.1124482 +143.5286,138.26729,-0.0436608,401.94757,3880000.0,9653.0,242500.0,,1208320.0,0.00022,0.2,2.1124482 +143.5286,138.39594,-0.0436608,402.85834,3890000.0,9656.0,243125.0,,1208320.0,0.00022,0.2,2.1124482 +143.76917,138.51842,-0.043257806,400.73984,3900000.0,9732.0,243750.0,,1218560.0,0.00022,0.2,2.0891728 +144.14424,138.64465,-0.043257806,401.64355,3910000.0,9735.0,244375.0,,1218560.0,0.00022,0.2,2.0891728 +144.14424,138.76567,-0.043257806,402.54672,3920000.0,9738.0,245000.0,,1218560.0,0.00022,0.2,2.0891728 +144.19624,138.88722,-0.043257806,403.44934,3930000.0,9741.0,245625.0,,1218560.0,0.00022,0.2,2.0891728 +144.3244,139.00832,-0.04227518,401.3446,3940000.0,9817.0,246250.0,,1228800.0,0.00022,0.2,2.0550928 +144.3244,139.12358,-0.04227518,402.24033,3950000.0,9820.0,246875.0,,1228800.0,0.00022,0.2,2.0550928 +144.72362,139.24284,-0.04227518,403.1355,3960000.0,9823.0,247500.0,,1228800.0,0.00022,0.2,2.0550928 +144.72362,139.35439,-0.041597135,401.0101,3970000.0,9900.0,248125.0,,1239040.0,0.00022,0.2,2.0434716 +145.35127,139.47264,-0.041597135,401.8984,3980000.0,9903.0,248750.0,,1239040.0,0.00022,0.2,2.0434716 +145.8217,139.59558,-0.041597135,402.7862,3990000.0,9906.0,249375.0,,1239040.0,0.00022,0.2,2.0434716 +145.8217,139.72556,-0.042071637,400.88193,4000000.0,9978.0,250000.0,,1249280.0,0.00022,0.2,2.0463543 diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_df_train.csv b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..c1869d2dedc48cb4fa918bedd2682c30c2a3dc49 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_df_train.csv @@ -0,0 +1,401 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +,,,344.82758,10000.0,29.0,625.0,,0.0,0.00022,0.2, +-43.16909,-43.16909,,625.0,20000.0,32.0,1250.0,,0.0,0.00022,0.2, +-43.16909,-43.16909,,882.35297,30000.0,34.0,1875.0,,0.0,0.00022,0.2, +-41.189137,-42.509106,0.0106191775,360.36035,40000.0,111.0,2500.0,,10240.0,0.00022,0.2,2.9051597 +-36.614838,-41.035538,0.0106191775,438.5965,50000.0,114.0,3125.0,,10240.0,0.00022,0.2,2.9051597 +-36.614838,-40.151398,0.0106191775,512.8205,60000.0,117.0,3750.0,,10240.0,0.00022,0.2,2.9051597 +-35.1169,-39.312313,-0.0553474,364.58334,70000.0,192.0,4375.0,,20480.0,0.00022,0.2,2.9663289 +-35.1169,-38.71297,-0.0553474,410.2564,80000.0,195.0,5000.0,,20480.0,0.00022,0.2,2.9663289 +-32.52329,-37.93926,-0.0553474,454.54544,90000.0,198.0,5625.0,,20480.0,0.00022,0.2,2.9663289 +-30.671305,-37.131706,-0.06475547,366.30035,100000.0,273.0,6250.0,,30720.0,0.00022,0.2,3.0174255 +-30.671305,-36.485664,-0.06475547,398.55072,110000.0,276.0,6875.0,,30720.0,0.00022,0.2,3.0174255 +-25.893192,-35.522713,-0.06475547,430.1075,120000.0,279.0,7500.0,,30720.0,0.00022,0.2,3.0174255 +-21.003471,-34.31278,-0.06475547,462.63345,130000.0,281.0,8125.0,,30720.0,0.00022,0.2,3.0174255 +-21.003471,-33.288986,-0.07087972,392.15686,140000.0,357.0,8750.0,,40960.0,0.00022,0.2,3.0799274 +-15.006101,-31.983065,-0.07087972,416.66666,150000.0,360.0,9375.0,,40960.0,0.00022,0.2,3.0799274 +-15.006101,-30.851269,-0.07087972,441.98895,160000.0,362.0,10000.0,,40960.0,0.00022,0.2,3.0799274 +-9.596305,-29.522835,-0.073009476,388.12787,170000.0,438.0,10625.0,,51200.0,0.00022,0.2,3.1245556 +-3.406593,-27.986586,-0.073009476,408.16327,180000.0,441.0,11250.0,,51200.0,0.00022,0.2,3.1245556 +-3.406593,-26.621029,-0.073009476,427.92792,190000.0,444.0,11875.0,,51200.0,0.00022,0.2,3.1245556 +1.9773455,-25.11585,-0.075086884,383.87717,200000.0,521.0,12500.0,,61440.0,0.00022,0.2,3.1533744 +7.797885,-23.470165,-0.075086884,401.52963,210000.0,523.0,13125.0,,61440.0,0.00022,0.2,3.1533744 +7.797885,-21.98121,-0.075086884,418.25095,220000.0,526.0,13750.0,,61440.0,0.00022,0.2,3.1533744 +12.526562,-20.412676,-0.0771782,382.0598,230000.0,602.0,14375.0,,71680.0,0.00022,0.2,3.176919 +12.526562,-18.980532,-0.0771782,396.6942,240000.0,605.0,15000.0,,71680.0,0.00022,0.2,3.176919 +16.239477,-17.513033,-0.0771782,411.1842,250000.0,608.0,15625.0,,71680.0,0.00022,0.2,3.176919 +19.999496,-16.012531,-0.0771782,426.22952,260000.0,610.0,16250.0,,71680.0,0.00022,0.2,3.176919 +19.999496,-14.627453,-0.07842171,394.16058,270000.0,685.0,16875.0,,81920.0,0.00022,0.2,3.2001686 +23.437506,-13.21764,-0.07842171,406.97675,280000.0,688.0,17500.0,,81920.0,0.00022,0.2,3.2001686 +26.994791,-11.781482,-0.07842171,419.6816,290000.0,691.0,18125.0,,81920.0,0.00022,0.2,3.2001686 +26.994791,-10.444369,-0.082305096,391.13428,300000.0,767.0,18750.0,,92160.0,0.00022,0.2,3.223352 +30.280848,-9.086863,-0.082305096,402.5974,310000.0,770.0,19375.0,,92160.0,0.00022,0.2,3.223352 +30.280848,-7.816936,-0.082305096,413.97153,320000.0,773.0,20000.0,,92160.0,0.00022,0.2,3.223352 +33.986347,-6.5105834,-0.08256724,388.2353,330000.0,850.0,20625.0,,102400.0,0.00022,0.2,3.239046 +37.13096,-5.1881123,-0.08256724,398.5932,340000.0,853.0,21250.0,,102400.0,0.00022,0.2,3.239046 +37.13096,-3.9434338,-0.08256724,408.8785,350000.0,856.0,21875.0,,102400.0,0.00022,0.2,3.239046 +40.557808,-2.67197,-0.08256724,419.09198,360000.0,859.0,22500.0,,102400.0,0.00022,0.2,3.239046 +44.390846,-1.3646693,-0.08419158,396.1456,370000.0,934.0,23125.0,,112640.0,0.00022,0.2,3.2542772 +44.390846,-0.12803382,-0.08419158,405.54962,380000.0,937.0,23750.0,,112640.0,0.00022,0.2,3.2542772 +48.003716,1.1385912,-0.08419158,414.89362,390000.0,940.0,24375.0,,112640.0,0.00022,0.2,3.2542772 +48.003716,2.3402612,-0.084111825,394.86673,400000.0,1013.0,25000.0,,122880.0,0.00022,0.2,3.2605753 +51.581253,3.571286,-0.084111825,403.1465,410000.0,1017.0,25625.0,,122880.0,0.00022,0.2,3.2605753 +54.734062,4.8191586,-0.084111825,412.1688,420000.0,1019.0,26250.0,,122880.0,0.00022,0.2,3.2605753 +54.734062,6.007609,-0.08174372,393.053,430000.0,1094.0,26875.0,,133120.0,0.00022,0.2,3.2734778 +56.893707,7.1910067,-0.08174372,401.0939,440000.0,1097.0,27500.0,,133120.0,0.00022,0.2,3.2734778 +58.89231,8.366036,-0.08174372,409.0909,450000.0,1100.0,28125.0,,133120.0,0.00022,0.2,3.2734778 +58.89231,9.488842,-0.07581849,391.8228,460000.0,1174.0,28750.0,,143360.0,0.00022,0.2,3.283936 +59.99442,10.586789,-0.07581849,399.3203,470000.0,1177.0,29375.0,,143360.0,0.00022,0.2,3.283936 +59.99442,11.638016,-0.07581849,406.4352,480000.0,1181.0,30000.0,,143360.0,0.00022,0.2,3.283936 +59.26172,12.630177,-0.07581849,413.85135,490000.0,1184.0,30625.0,,143360.0,0.00022,0.2,3.283936 +56.186913,13.519089,-0.06675134,397.45627,500000.0,1258.0,31250.0,,153600.0,0.00022,0.2,3.2944822 +56.186913,14.372445,-0.06675134,404.44092,510000.0,1261.0,31875.0,,153600.0,0.00022,0.2,3.2944822 +50.931683,15.0892935,-0.06675134,411.3924,520000.0,1264.0,32500.0,,153600.0,0.00022,0.2,3.2944822 +44.11916,15.647559,-0.055369895,396.11362,530000.0,1338.0,33125.0,,163840.0,0.00022,0.2,3.3169072 +44.11916,16.18476,-0.055369895,402.68457,540000.0,1341.0,33750.0,,163840.0,0.00022,0.2,3.3169072 +36.03429,16.552343,-0.055369895,409.2262,550000.0,1344.0,34375.0,,163840.0,0.00022,0.2,3.3169072 +36.03429,16.90656,-0.03920296,394.6441,560000.0,1419.0,35000.0,,174080.0,0.00022,0.2,3.344724 +27.973555,17.104185,-0.03920296,400.84387,570000.0,1422.0,35625.0,,174080.0,0.00022,0.2,3.344724 +20.614332,17.165768,-0.03920296,407.01755,580000.0,1425.0,36250.0,,174080.0,0.00022,0.2,3.344724 +20.614332,17.225225,-0.03968848,393.33334,590000.0,1500.0,36875.0,,184320.0,0.00022,0.2,3.3598547 +15.310539,17.192772,-0.03968848,399.2016,600000.0,1503.0,37500.0,,184320.0,0.00022,0.2,3.3598547 +12.215581,17.109821,-0.03968848,405.04648,610000.0,1506.0,38125.0,,184320.0,0.00022,0.2,3.3598547 +12.215581,17.029587,-0.03968848,410.59604,620000.0,1510.0,38750.0,,184320.0,0.00022,0.2,3.3598547 +11.18353,16.935295,-0.047316898,397.97852,630000.0,1583.0,39375.0,,194560.0,0.00022,0.2,3.3763156 +11.18353,16.843998,-0.047316898,403.53088,640000.0,1586.0,40000.0,,194560.0,0.00022,0.2,3.3763156 +13.581463,16.79302,-0.047316898,409.06232,650000.0,1589.0,40625.0,,194560.0,0.00022,0.2,3.3763156 +14.935004,16.764437,-0.05118809,396.8731,660000.0,1663.0,41250.0,,204800.0,0.00022,0.2,3.374946 +14.935004,16.73672,-0.05118809,402.16086,670000.0,1666.0,41875.0,,204800.0,0.00022,0.2,3.374946 +17.62072,16.749912,-0.05118809,407.4296,680000.0,1669.0,42500.0,,204800.0,0.00022,0.2,3.374946 +20.692667,16.807894,-0.052225657,395.8692,690000.0,1743.0,43125.0,,215040.0,0.00022,0.2,3.3514931 +20.692667,16.864195,-0.052225657,400.91638,700000.0,1746.0,43750.0,,215040.0,0.00022,0.2,3.3514931 +22.690742,16.947432,-0.052225657,405.94626,710000.0,1749.0,44375.0,,215040.0,0.00022,0.2,3.3514931 +22.690742,17.028322,-0.052225657,410.7245,720000.0,1753.0,45000.0,,215040.0,0.00022,0.2,3.3514931 +24.281176,17.129055,-0.039749544,399.78094,730000.0,1826.0,45625.0,,225280.0,0.00022,0.2,3.3327403 +25.182077,17.239372,-0.039749544,404.59268,740000.0,1829.0,46250.0,,225280.0,0.00022,0.2,3.3327403 +25.182077,17.346706,-0.039749544,409.38864,750000.0,1832.0,46875.0,,225280.0,0.00022,0.2,3.3327403 +26.139427,17.463942,-0.05563404,398.7408,760000.0,1906.0,47500.0,,235520.0,0.00022,0.2,3.316618 +26.190691,17.578768,-0.05563404,403.35254,770000.0,1909.0,48125.0,,235520.0,0.00022,0.2,3.316618 +26.190691,17.69061,-0.05563404,407.73654,780000.0,1913.0,48750.0,,235520.0,0.00022,0.2,3.316618 +26.507483,17.803646,-0.057533324,397.7845,790000.0,1986.0,49375.0,,245760.0,0.00022,0.2,3.3117154 +26.507483,17.913822,-0.057533324,402.01004,800000.0,1990.0,50000.0,,245760.0,0.00022,0.2,3.3117154 +26.732635,18.024057,-0.057533324,406.4225,810000.0,1993.0,50625.0,,245760.0,0.00022,0.2,3.3117154 +26.4715,18.128347,-0.06019609,396.90222,820000.0,2066.0,51250.0,,256000.0,0.00022,0.2,3.3122 +26.4715,18.230093,-0.06019609,401.15997,830000.0,2069.0,51875.0,,256000.0,0.00022,0.2,3.3122 +26.512075,18.329876,-0.06019609,405.20984,840000.0,2073.0,52500.0,,256000.0,0.00022,0.2,3.3122 +26.757061,18.4302,-0.06019609,409.44122,850000.0,2076.0,53125.0,,256000.0,0.00022,0.2,3.3122 +26.757061,18.528164,-0.05906874,400.0,860000.0,2150.0,53750.0,,266240.0,0.00022,0.2,3.2961817 +26.363108,18.619268,-0.05906874,404.0873,870000.0,2153.0,54375.0,,266240.0,0.00022,0.2,3.2961817 +26.363108,18.708277,-0.05906874,408.16327,880000.0,2156.0,55000.0,,266240.0,0.00022,0.2,3.2961817 +26.4059,18.795748,-0.06325755,398.92426,890000.0,2231.0,55625.0,,276480.0,0.00022,0.2,3.2682786 +27.313208,18.89145,-0.06325755,402.8648,900000.0,2234.0,56250.0,,276480.0,0.00022,0.2,3.2682786 +27.313208,18.985025,-0.06325755,406.7948,910000.0,2237.0,56875.0,,276480.0,0.00022,0.2,3.2682786 +28.791307,19.092787,-0.056123413,397.75183,920000.0,2313.0,57500.0,,286720.0,0.00022,0.2,3.2458277 +29.775555,19.208904,-0.056123413,401.5544,930000.0,2316.0,58125.0,,286720.0,0.00022,0.2,3.2458277 +29.775555,19.322523,-0.056123413,405.17242,940000.0,2320.0,58750.0,,286720.0,0.00022,0.2,3.2458277 +31.053495,19.44732,-0.056123413,408.95395,950000.0,2323.0,59375.0,,286720.0,0.00022,0.2,3.2458277 +31.053495,19.569492,-0.05678263,400.16675,960000.0,2399.0,60000.0,,296960.0,0.00022,0.2,3.2163067 +32.16047,19.70065,-0.05678263,403.66208,970000.0,2403.0,60625.0,,296960.0,0.00022,0.2,3.2163067 +33.10009,19.838787,-0.05678263,407.4844,980000.0,2405.0,61250.0,,296960.0,0.00022,0.2,3.2163067 +33.10009,19.974108,-0.05180313,399.03265,990000.0,2481.0,61875.0,,307200.0,0.00022,0.2,3.207212 +32.451637,20.100143,-0.05180313,402.57648,1000000.0,2484.0,62500.0,,307200.0,0.00022,0.2,3.207212 +32.43657,20.223505,-0.05180313,406.1118,1010000.0,2487.0,63125.0,,307200.0,0.00022,0.2,3.207212 +32.43657,20.979563,-0.052449554,398.12646,1020000.0,2562.0,63750.0,,317440.0,0.00022,0.2,3.1963625 +32.391083,21.735163,-0.052449554,401.55945,1030000.0,2565.0,64375.0,,317440.0,0.00022,0.2,3.1963625 +32.391083,22.470966,-0.052449554,404.98444,1040000.0,2568.0,65000.0,,317440.0,0.00022,0.2,3.1963625 +31.896801,23.156082,-0.052790172,397.42618,1050000.0,2642.0,65625.0,,327680.0,0.00022,0.2,3.2005076 +31.613947,23.838371,-0.052790172,400.60468,1060000.0,2646.0,66250.0,,327680.0,0.00022,0.2,3.2005076 +31.613947,24.505682,-0.052790172,403.926,1070000.0,2649.0,66875.0,,327680.0,0.00022,0.2,3.2005076 +31.490955,25.171759,-0.052790172,407.2398,1080000.0,2652.0,67500.0,,327680.0,0.00022,0.2,3.2005076 +32.155552,25.818544,-0.05143697,400.0,1090000.0,2725.0,68125.0,,337920.0,0.00022,0.2,3.1974146 +32.155552,26.446814,-0.05143697,403.07806,1100000.0,2729.0,68750.0,,337920.0,0.00022,0.2,3.1974146 +32.431824,27.077847,-0.05143697,406.29575,1110000.0,2732.0,69375.0,,337920.0,0.00022,0.2,3.1974146 +32.431824,27.661097,-0.046239045,399.14468,1120000.0,2806.0,70000.0,,348160.0,0.00022,0.2,3.2025728 +32.589222,28.197021,-0.046239045,402.27838,1130000.0,2809.0,70625.0,,348160.0,0.00022,0.2,3.2025728 +33.07936,28.737852,-0.046239045,405.4054,1140000.0,2812.0,71250.0,,348160.0,0.00022,0.2,3.2025728 +33.07936,29.218706,-0.045714844,398.4754,1150000.0,2886.0,71875.0,,358400.0,0.00022,0.2,3.20291 +33.73453,29.70611,-0.045714844,401.523,1160000.0,2889.0,72500.0,,358400.0,0.00022,0.2,3.20291 +33.971775,30.141794,-0.045714844,404.5643,1170000.0,2892.0,73125.0,,358400.0,0.00022,0.2,3.20291 +33.971775,30.515575,-0.0439311,397.84222,1180000.0,2966.0,73750.0,,368640.0,0.00022,0.2,3.1850166 +34.222878,30.89187,-0.0439311,400.6734,1190000.0,2970.0,74375.0,,368640.0,0.00022,0.2,3.1850166 +34.222878,31.214327,-0.0439311,403.6327,1200000.0,2973.0,75000.0,,368640.0,0.00022,0.2,3.1850166 +34.152798,31.477877,-0.0439311,406.58603,1210000.0,2976.0,75625.0,,368640.0,0.00022,0.2,3.1850166 +34.484383,31.744741,-0.04349027,400.0,1220000.0,3050.0,76250.0,,378880.0,0.00022,0.2,3.1763663 +34.484383,31.96432,-0.04349027,402.7505,1230000.0,3054.0,76875.0,,378880.0,0.00022,0.2,3.1763663 +34.53791,32.184433,-0.04349027,405.62643,1240000.0,3057.0,77500.0,,378880.0,0.00022,0.2,3.1763663 +35.028316,32.37232,-0.039171223,399.36102,1250000.0,3130.0,78125.0,,389120.0,0.00022,0.2,3.167234 +35.028316,32.522606,-0.039171223,402.0421,1260000.0,3134.0,78750.0,,389120.0,0.00022,0.2,3.167234 +35.393547,32.676548,-0.039171223,404.8454,1270000.0,3137.0,79375.0,,389120.0,0.00022,0.2,3.167234 +35.393547,32.79611,-0.037782263,398.7539,1280000.0,3210.0,80000.0,,399360.0,0.00022,0.2,3.1345 +36.303146,32.889194,-0.037782263,401.49393,1290000.0,3213.0,80625.0,,399360.0,0.00022,0.2,3.1345 +36.787518,32.98712,-0.037782263,404.1032,1300000.0,3217.0,81250.0,,399360.0,0.00022,0.2,3.1345 +36.787518,33.05219,-0.037782263,406.8323,1310000.0,3220.0,81875.0,,399360.0,0.00022,0.2,3.1345 +37.44707,33.12385,-0.03353205,400.7286,1320000.0,3294.0,82500.0,,409600.0,0.00022,0.2,3.1255913 +38.149128,33.165478,-0.03353205,403.39703,1330000.0,3297.0,83125.0,,409600.0,0.00022,0.2,3.1255913 +38.149128,33.17566,-0.03353205,406.0606,1340000.0,3300.0,83750.0,,409600.0,0.00022,0.2,3.1255913 +39.323338,33.197582,-0.03518511,400.11856,1350000.0,3374.0,84375.0,,419840.0,0.00022,0.2,3.1321688 +39.323338,33.185238,-0.03518511,402.6051,1360000.0,3378.0,85000.0,,419840.0,0.00022,0.2,3.1321688 +40.863396,33.149963,-0.03518511,405.32544,1370000.0,3380.0,85625.0,,419840.0,0.00022,0.2,3.1321688 +42.204933,33.128098,-0.0339305,399.42114,1380000.0,3455.0,86250.0,,430080.0,0.00022,0.2,3.1074433 +42.204933,33.070114,-0.0339305,401.96646,1390000.0,3458.0,86875.0,,430080.0,0.00022,0.2,3.1074433 +44.928024,33.039356,-0.0339305,404.50735,1400000.0,3461.0,87500.0,,430080.0,0.00022,0.2,3.1074433 +47.40827,32.997627,-0.03751823,398.75565,1410000.0,3536.0,88125.0,,440320.0,0.00022,0.2,3.0916927 +47.40827,32.92437,-0.03751823,401.2433,1420000.0,3539.0,88750.0,,440320.0,0.00022,0.2,3.0916927 +49.798225,32.87501,-0.03751823,403.61276,1430000.0,3543.0,89375.0,,440320.0,0.00022,0.2,3.0916927 +49.798225,32.80406,-0.03751823,406.09137,1440000.0,3546.0,90000.0,,440320.0,0.00022,0.2,3.0916927 +52.322586,32.73836,-0.023647068,400.5525,1450000.0,3620.0,90625.0,,450560.0,0.00022,0.2,3.0816975 +54.075695,32.690197,-0.023647068,402.98096,1460000.0,3623.0,91250.0,,450560.0,0.00022,0.2,3.0816975 +54.075695,32.63101,-0.023647068,405.4054,1470000.0,3626.0,91875.0,,450560.0,0.00022,0.2,3.0816975 +55.757652,32.58864,-0.04878402,400.0,1480000.0,3700.0,92500.0,,460800.0,0.00022,0.2,3.066007 +56.196228,32.557983,-0.04878402,402.37646,1490000.0,3703.0,93125.0,,460800.0,0.00022,0.2,3.066007 +56.196228,32.55808,-0.04878402,404.63986,1500000.0,3707.0,93750.0,,460800.0,0.00022,0.2,3.066007 +55.930405,32.55551,-0.06784777,399.36523,1510000.0,3781.0,94375.0,,471040.0,0.00022,0.2,3.0664742 +55.930405,32.6055,-0.06784777,401.69135,1520000.0,3784.0,95000.0,,471040.0,0.00022,0.2,3.0664742 +55.643387,32.72074,-0.06784777,403.90707,1530000.0,3788.0,95625.0,,471040.0,0.00022,0.2,3.0664742 +54.600346,32.82555,-0.06784777,406.22528,1540000.0,3791.0,96250.0,,471040.0,0.00022,0.2,3.0664742 +54.600346,33.011215,-0.074798696,401.03494,1550000.0,3865.0,96875.0,,481280.0,0.00022,0.2,3.062935 +53.50115,33.185883,-0.074798696,403.3092,1560000.0,3868.0,97500.0,,481280.0,0.00022,0.2,3.062935 +52.29831,33.429134,-0.074798696,405.57996,1570000.0,3871.0,98125.0,,481280.0,0.00022,0.2,3.062935 +52.29831,33.74597,-0.07644098,400.60852,1580000.0,3944.0,98750.0,,491520.0,0.00022,0.2,3.0608892 +51.007904,34.049908,-0.07644098,402.73557,1590000.0,3948.0,99375.0,,491520.0,0.00022,0.2,3.0608892 +51.007904,34.40688,-0.07644098,404.96075,1600000.0,3951.0,100000.0,,491520.0,0.00022,0.2,3.0608892 +49.68567,34.78158,-0.075079955,400.0,1610000.0,4025.0,100625.0,,501760.0,0.00022,0.2,3.0739293 +48.113987,35.140564,-0.075079955,402.08487,1620000.0,4029.0,101250.0,,501760.0,0.00022,0.2,3.0739293 +48.113987,35.50987,-0.075079955,404.26587,1630000.0,4032.0,101875.0,,501760.0,0.00022,0.2,3.0739293 +46.86694,35.866707,-0.07465675,399.4155,1640000.0,4106.0,102500.0,,512000.0,0.00022,0.2,3.08218 +45.776726,36.188656,-0.07465675,401.55756,1650000.0,4109.0,103125.0,,512000.0,0.00022,0.2,3.08218 +45.776726,36.49707,-0.07465675,403.59836,1660000.0,4113.0,103750.0,,512000.0,0.00022,0.2,3.08218 +44.32593,36.79098,-0.07465675,405.73373,1670000.0,4116.0,104375.0,,512000.0,0.00022,0.2,3.08218 +44.32593,37.058033,-0.074097276,400.95465,1680000.0,4190.0,105000.0,,522240.0,0.00022,0.2,3.0844622 +43.490433,37.286015,-0.074097276,403.0527,1690000.0,4193.0,105625.0,,522240.0,0.00022,0.2,3.0844622 +42.167126,37.50076,-0.074097276,405.05124,1700000.0,4197.0,106250.0,,522240.0,0.00022,0.2,3.0844622 +42.167126,37.695526,-0.07287645,400.37463,1710000.0,4271.0,106875.0,,532480.0,0.00022,0.2,3.0736594 +41.74604,37.886078,-0.07287645,402.33917,1720000.0,4275.0,107500.0,,532480.0,0.00022,0.2,3.0736594 +41.2048,38.055313,-0.07287645,404.39456,1730000.0,4278.0,108125.0,,532480.0,0.00022,0.2,3.0736594 +41.2048,38.215538,-0.07032,399.6325,1740000.0,4354.0,108750.0,,542720.0,0.00022,0.2,3.080409 +40.711666,38.370834,-0.07032,401.65253,1750000.0,4357.0,109375.0,,542720.0,0.00022,0.2,3.080409 +40.711666,38.516556,-0.07032,403.57715,1760000.0,4361.0,110000.0,,542720.0,0.00022,0.2,3.080409 +39.864372,38.653294,-0.06924539,399.00812,1770000.0,4436.0,110625.0,,552960.0,0.00022,0.2,3.085412 +39.789204,38.789276,-0.06924539,400.9009,1780000.0,4440.0,111250.0,,552960.0,0.00022,0.2,3.085412 +39.789204,38.922096,-0.06924539,402.88095,1790000.0,4443.0,111875.0,,552960.0,0.00022,0.2,3.085412 +40.229374,39.059315,-0.06924539,404.76727,1800000.0,4447.0,112500.0,,552960.0,0.00022,0.2,3.085412 +40.845776,39.20045,-0.0630561,400.44247,1810000.0,4520.0,113125.0,,563200.0,0.00022,0.2,3.0589724 +40.845776,39.34419,-0.0630561,402.3878,1820000.0,4523.0,113750.0,,563200.0,0.00022,0.2,3.0589724 +41.307255,39.492546,-0.0630561,404.33054,1830000.0,4526.0,114375.0,,563200.0,0.00022,0.2,3.0589724 +41.307255,39.6405,-0.059098013,400.0,1840000.0,4600.0,115000.0,,573440.0,0.00022,0.2,3.045333 +41.976078,39.79269,-0.059098013,401.9118,1850000.0,4603.0,115625.0,,573440.0,0.00022,0.2,3.045333 +42.860573,39.953724,-0.059098013,403.8211,1860000.0,4606.0,116250.0,,573440.0,0.00022,0.2,3.045333 +42.860573,40.1187,-0.054033548,399.48727,1870000.0,4681.0,116875.0,,583680.0,0.00022,0.2,3.0141802 +43.34161,40.288483,-0.054033548,401.45206,1880000.0,4683.0,117500.0,,583680.0,0.00022,0.2,3.0141802 +44.14854,40.465904,-0.054033548,403.243,1890000.0,4687.0,118125.0,,583680.0,0.00022,0.2,3.0141802 +44.14854,40.634262,-0.054033548,405.11728,1900000.0,4690.0,118750.0,,583680.0,0.00022,0.2,3.0141802 +44.69806,40.808105,-0.054284394,400.92358,1910000.0,4764.0,119375.0,,593920.0,0.00022,0.2,2.9981503 +44.69806,40.967175,-0.054284394,402.68457,1920000.0,4768.0,120000.0,,593920.0,0.00022,0.2,2.9981503 +46.095562,41.130375,-0.054284394,404.52734,1930000.0,4771.0,120625.0,,593920.0,0.00022,0.2,2.9981503 +47.768288,41.310303,-0.050427776,400.4128,1940000.0,4845.0,121250.0,,604160.0,0.00022,0.2,2.982492 +47.768288,41.477448,-0.050427776,402.22772,1950000.0,4848.0,121875.0,,604160.0,0.00022,0.2,2.982492 +49.71544,41.664066,-0.050427776,404.0404,1960000.0,4851.0,122500.0,,604160.0,0.00022,0.2,2.982492 +51.974342,41.862206,-0.044257667,399.83762,1970000.0,4927.0,123125.0,,614400.0,0.00022,0.2,2.9597917 +51.974342,42.05095,-0.044257667,401.6227,1980000.0,4930.0,123750.0,,614400.0,0.00022,0.2,2.9597917 +53.992275,42.25987,-0.044257667,403.32388,1990000.0,4934.0,124375.0,,614400.0,0.00022,0.2,2.9597917 +53.992275,42.475277,-0.040156756,399.36102,2000000.0,5008.0,125000.0,,624640.0,0.00022,0.2,2.9504485 +55.75251,42.70844,-0.040156756,401.11755,2010000.0,5011.0,125625.0,,624640.0,0.00022,0.2,2.9504485 +58.551765,42.969593,-0.040156756,402.87195,2020000.0,5014.0,126250.0,,624640.0,0.00022,0.2,2.9504485 +58.551765,43.231197,-0.040156756,404.54364,2030000.0,5018.0,126875.0,,624640.0,0.00022,0.2,2.9504485 +60.803883,43.515327,-0.033520374,400.54977,2040000.0,5093.0,127500.0,,634880.0,0.00022,0.2,2.924943 +60.803883,43.804394,-0.033520374,402.2763,2050000.0,5096.0,128125.0,,634880.0,0.00022,0.2,2.924943 +63.654823,44.124805,-0.033520374,404.08002,2060000.0,5098.0,128750.0,,634880.0,0.00022,0.2,2.924943 +66.08735,44.469536,-0.029763518,400.0773,2070000.0,5174.0,129375.0,,645120.0,0.00022,0.2,2.889587 +66.08735,44.815502,-0.029763518,401.7771,2080000.0,5177.0,130000.0,,645120.0,0.00022,0.2,2.889587 +69.61096,45.19006,-0.029763518,403.4749,2090000.0,5180.0,130625.0,,645120.0,0.00022,0.2,2.889587 +72.633736,45.594837,-0.025513649,399.54337,2100000.0,5256.0,131250.0,,655360.0,0.00022,0.2,2.88176 +72.633736,45.99686,-0.025513649,401.21695,2110000.0,5259.0,131875.0,,655360.0,0.00022,0.2,2.88176 +75.609375,46.42864,-0.025513649,402.88864,2120000.0,5262.0,132500.0,,655360.0,0.00022,0.2,2.88176 +75.609375,46.858837,-0.032340314,399.02585,2130000.0,5338.0,133125.0,,665600.0,0.00022,0.2,2.8451161 +78.382675,47.311874,-0.032340314,400.59903,2140000.0,5342.0,133750.0,,665600.0,0.00022,0.2,2.8451161 +81.48174,47.7959,-0.032340314,402.2451,2150000.0,5345.0,134375.0,,665600.0,0.00022,0.2,2.8451161 +81.48174,48.27337,-0.032340314,403.8893,2160000.0,5348.0,135000.0,,665600.0,0.00022,0.2,2.8451161 +83.71387,48.77079,-0.02009203,400.14752,2170000.0,5423.0,135625.0,,675840.0,0.00022,0.2,2.8382306 +85.63739,49.287445,-0.02009203,401.76926,2180000.0,5426.0,136250.0,,675840.0,0.00022,0.2,2.8382306 +85.63739,49.801586,-0.02009203,403.38922,2190000.0,5429.0,136875.0,,675840.0,0.00022,0.2,2.8382306 +87.34464,50.3328,-0.043861713,399.7093,2200000.0,5504.0,137500.0,,686080.0,0.00022,0.2,2.8381457 +87.34464,50.864727,-0.043861713,401.3803,2210000.0,5506.0,138125.0,,686080.0,0.00022,0.2,2.8381457 +88.96766,51.40956,-0.043861713,402.97696,2220000.0,5509.0,138750.0,,686080.0,0.00022,0.2,2.8381457 +89.54234,51.96014,-0.047639936,399.3553,2230000.0,5584.0,139375.0,,696320.0,0.00022,0.2,2.81504 +89.54234,52.510185,-0.047639936,400.93073,2240000.0,5587.0,140000.0,,696320.0,0.00022,0.2,2.81504 +89.02976,53.0502,-0.047639936,402.5045,2250000.0,5590.0,140625.0,,696320.0,0.00022,0.2,2.81504 +89.289566,53.59281,-0.047639936,404.07654,2260000.0,5593.0,141250.0,,696320.0,0.00022,0.2,2.81504 +89.289566,54.13177,-0.06015864,400.35272,2270000.0,5670.0,141875.0,,706560.0,0.00022,0.2,2.8224268 +88.894585,54.66678,-0.06015864,401.90375,2280000.0,5673.0,142500.0,,706560.0,0.00022,0.2,2.8224268 +88.894585,55.192696,-0.06015864,403.52423,2290000.0,5675.0,143125.0,,706560.0,0.00022,0.2,2.8224268 +87.23299,55.697147,-0.066560335,399.86093,2300000.0,5752.0,143750.0,,716800.0,0.00022,0.2,2.819662 +85.53925,56.18466,-0.066560335,401.3901,2310000.0,5755.0,144375.0,,716800.0,0.00022,0.2,2.819662 +85.53925,56.66558,-0.066560335,402.9177,2320000.0,5758.0,145000.0,,716800.0,0.00022,0.2,2.819662 +84.00234,57.124115,-0.068279415,399.38293,2330000.0,5834.0,145625.0,,727040.0,0.00022,0.2,2.8131871 +82.26097,57.565235,-0.068279415,400.89087,2340000.0,5837.0,146250.0,,727040.0,0.00022,0.2,2.8131871 +82.26097,57.99461,-0.068279415,402.32837,2350000.0,5841.0,146875.0,,727040.0,0.00022,0.2,2.8131871 +77.835396,58.379738,-0.06945347,399.0531,2360000.0,5914.0,147500.0,,737280.0,0.00022,0.2,2.8325133 +77.835396,58.749454,-0.06945347,400.47314,2370000.0,5918.0,148125.0,,737280.0,0.00022,0.2,2.8325133 +75.68389,59.084244,-0.06945347,401.89127,2380000.0,5922.0,148750.0,,737280.0,0.00022,0.2,2.8325133 +74.66601,59.408863,-0.06945347,403.37552,2390000.0,5925.0,149375.0,,737280.0,0.00022,0.2,2.8325133 +74.66601,59.70624,-0.06827197,400.0,2400000.0,6000.0,150000.0,,747520.0,0.00022,0.2,2.8535748 +72.93129,59.961464,-0.06827197,401.39908,2410000.0,6004.0,150625.0,,747520.0,0.00022,0.2,2.8535748 +72.466866,60.21205,-0.06827197,402.8633,2420000.0,6007.0,151250.0,,747520.0,0.00022,0.2,2.8535748 +72.466866,60.438736,-0.06689676,399.7368,2430000.0,6079.0,151875.0,,757760.0,0.00022,0.2,2.8584983 +71.8529,60.659286,-0.06689676,401.11786,2440000.0,6083.0,152500.0,,757760.0,0.00022,0.2,2.8584983 +71.8529,60.85459,-0.06689676,402.56326,2450000.0,6086.0,153125.0,,757760.0,0.00022,0.2,2.8584983 +71.49508,61.028786,-0.06693024,399.48035,2460000.0,6158.0,153750.0,,768000.0,0.00022,0.2,2.8617983 +72.0771,61.208797,-0.06693024,400.84387,2470000.0,6162.0,154375.0,,768000.0,0.00022,0.2,2.8617983 +72.0771,61.371994,-0.06693024,402.20566,2480000.0,6166.0,155000.0,,768000.0,0.00022,0.2,2.8617983 +70.29287,61.51296,-0.06693024,403.63107,2490000.0,6169.0,155625.0,,768000.0,0.00022,0.2,2.8617983 +69.01103,61.64111,-0.066086784,400.57684,2500000.0,6241.0,156250.0,,778240.0,0.00022,0.2,2.8505964 +69.01103,61.771915,-0.066086784,401.92154,2510000.0,6245.0,156875.0,,778240.0,0.00022,0.2,2.8505964 +68.19366,61.89455,-0.066086784,403.32907,2520000.0,6248.0,157500.0,,778240.0,0.00022,0.2,2.8505964 +68.19366,62.020054,-0.06292536,400.31647,2530000.0,6320.0,158125.0,,788480.0,0.00022,0.2,2.847944 +68.30701,62.15712,-0.06292536,401.64453,2540000.0,6324.0,158750.0,,788480.0,0.00022,0.2,2.847944 +70.954185,62.320656,-0.06292536,402.97092,2550000.0,6328.0,159375.0,,788480.0,0.00022,0.2,2.847944 +70.954185,62.495186,-0.05673292,399.9375,2560000.0,6401.0,160000.0,,798720.0,0.00022,0.2,2.8526826 +73.194855,62.70415,-0.05673292,401.24902,2570000.0,6405.0,160625.0,,798720.0,0.00022,0.2,2.8526826 +77.89454,62.960106,-0.05673292,402.5589,2580000.0,6409.0,161250.0,,798720.0,0.00022,0.2,2.8526826 +77.89454,63.22897,-0.05460567,399.56802,2590000.0,6482.0,161875.0,,808960.0,0.00022,0.2,2.8423629 +82.913185,63.548027,-0.05460567,400.9252,2600000.0,6485.0,162500.0,,808960.0,0.00022,0.2,2.8423629 +82.913185,63.880302,-0.05460567,402.21915,2610000.0,6489.0,163125.0,,808960.0,0.00022,0.2,2.8423629 +86.983635,64.269,-0.05460567,403.51147,2620000.0,6493.0,163750.0,,808960.0,0.00022,0.2,2.8423629 +92.43509,64.712204,-0.052719783,400.60928,2630000.0,6565.0,164375.0,,819200.0,0.00022,0.2,2.8324282 +92.43509,65.16789,-0.052719783,401.88766,2640000.0,6569.0,165000.0,,819200.0,0.00022,0.2,2.8324282 +97.346756,65.683586,-0.052719783,403.2258,2650000.0,6572.0,165625.0,,819200.0,0.00022,0.2,2.8324282 +102.550064,66.25133,-0.05014508,400.36124,2660000.0,6644.0,166250.0,,829440.0,0.00022,0.2,2.7905529 +102.550064,66.83357,-0.05014508,401.62454,2670000.0,6648.0,166875.0,,829440.0,0.00022,0.2,2.7905529 +107.44972,67.46481,-0.05014508,402.88635,2680000.0,6652.0,167500.0,,829440.0,0.00022,0.2,2.7905529 +107.44972,68.1044,-0.048703246,400.05948,2690000.0,6724.0,168125.0,,839680.0,0.00022,0.2,2.7560554 +111.731224,68.80004,-0.048703246,401.30795,2700000.0,6728.0,168750.0,,839680.0,0.00022,0.2,2.7560554 +116.198975,69.54036,-0.048703246,402.61478,2710000.0,6731.0,169375.0,,839680.0,0.00022,0.2,2.7560554 +116.198975,70.28489,-0.047543593,399.76483,2720000.0,6804.0,170000.0,,849920.0,0.00022,0.2,2.7371778 +119.25503,71.06539,-0.047543593,400.9988,2730000.0,6808.0,170625.0,,849920.0,0.00022,0.2,2.7371778 +122.17621,71.8751,-0.047543593,402.23135,2740000.0,6812.0,171250.0,,849920.0,0.00022,0.2,2.7371778 +122.17621,72.68974,-0.047543593,403.46243,2750000.0,6816.0,171875.0,,849920.0,0.00022,0.2,2.7371778 +123.829056,73.52092,-0.048328977,400.58057,2760000.0,6890.0,172500.0,,860160.0,0.00022,0.2,2.6996975 +123.829056,74.36057,-0.048328977,401.79868,2770000.0,6894.0,173125.0,,860160.0,0.00022,0.2,2.6996975 +125.56306,75.21831,-0.048328977,403.0738,2780000.0,6897.0,173750.0,,860160.0,0.00022,0.2,2.6996975 +126.340805,76.083824,-0.046808477,400.22952,2790000.0,6971.0,174375.0,,870400.0,0.00022,0.2,2.6798558 +126.340805,76.94494,-0.046808477,401.4337,2800000.0,6975.0,175000.0,,870400.0,0.00022,0.2,2.6798558 +126.94028,77.805885,-0.046808477,402.5788,2810000.0,6980.0,175625.0,,870400.0,0.00022,0.2,2.6798558 +128.37059,78.68114,-0.047692757,399.82986,2820000.0,7053.0,176250.0,,880640.0,0.00022,0.2,2.6513827 +128.37059,79.551765,-0.047692757,401.02026,2830000.0,7057.0,176875.0,,880640.0,0.00022,0.2,2.6513827 +129.04407,80.42914,-0.047692757,402.15237,2840000.0,7062.0,177500.0,,880640.0,0.00022,0.2,2.6513827 +129.04407,81.29981,-0.047692757,403.33994,2850000.0,7066.0,178125.0,,880640.0,0.00022,0.2,2.6513827 +129.2741,82.16395,-0.048874866,400.5602,2860000.0,7140.0,178750.0,,890880.0,0.00022,0.2,2.621685 +129.75806,83.03292,-0.048874866,401.73572,2870000.0,7144.0,179375.0,,890880.0,0.00022,0.2,2.621685 +129.75806,83.89708,-0.048874866,402.9099,2880000.0,7148.0,180000.0,,890880.0,0.00022,0.2,2.621685 +130.66245,84.762215,-0.045544893,400.2216,2890000.0,7221.0,180625.0,,901120.0,0.00022,0.2,2.5921385 +131.52174,85.63595,-0.045544893,401.43964,2900000.0,7224.0,181250.0,,901120.0,0.00022,0.2,2.5921385 +131.52174,86.50419,-0.045544893,402.60098,2910000.0,7228.0,181875.0,,901120.0,0.00022,0.2,2.5921385 +132.04164,87.377625,-0.047197156,400.10962,2920000.0,7298.0,182500.0,,911360.0,0.00022,0.2,2.5605044 +132.04164,88.23709,-0.047197156,401.25992,2930000.0,7302.0,183125.0,,911360.0,0.00022,0.2,2.5605044 +132.21532,89.081566,-0.047197156,402.40897,2940000.0,7306.0,183750.0,,911360.0,0.00022,0.2,2.5605044 +132.79715,89.931854,-0.04905221,399.94577,2950000.0,7376.0,184375.0,,921600.0,0.00022,0.2,2.5313659 +132.79715,90.762665,-0.04905221,401.084,2960000.0,7380.0,185000.0,,921600.0,0.00022,0.2,2.5313659 +133.56905,91.57861,-0.04905221,402.221,2970000.0,7384.0,185625.0,,921600.0,0.00022,0.2,2.5313659 +133.52722,92.39415,-0.04905221,403.4114,2980000.0,7387.0,186250.0,,921600.0,0.00022,0.2,2.5313659 +133.52722,93.1895,-0.047402684,400.85803,2990000.0,7459.0,186875.0,,931840.0,0.00022,0.2,2.5164237 +132.82283,93.97781,-0.047402684,402.037,3000000.0,7462.0,187500.0,,931840.0,0.00022,0.2,2.5164237 +132.82283,94.74851,-0.047402684,403.161,3010000.0,7466.0,188125.0,,931840.0,0.00022,0.2,2.5164237 +133.27026,95.495705,-0.048325144,400.68994,3020000.0,7537.0,188750.0,,942080.0,0.00022,0.2,2.5033748 +133.98225,96.25001,-0.048325144,401.80347,3030000.0,7541.0,189375.0,,942080.0,0.00022,0.2,2.5033748 +133.98225,96.98179,-0.048325144,402.91583,3040000.0,7545.0,190000.0,,942080.0,0.00022,0.2,2.5033748 +134.8966,97.7227,-0.046392765,400.4727,3050000.0,7616.0,190625.0,,952320.0,0.00022,0.2,2.4971483 +135.09459,98.4371,-0.046392765,401.6275,3060000.0,7619.0,191250.0,,952320.0,0.00022,0.2,2.4971483 +135.09459,99.127174,-0.046392765,402.72858,3070000.0,7623.0,191875.0,,952320.0,0.00022,0.2,2.4971483 +135.66216,99.82293,-0.046392765,403.8285,3080000.0,7627.0,192500.0,,952320.0,0.00022,0.2,2.4971483 +135.66216,100.48344,-0.04722637,401.40295,3090000.0,7698.0,193125.0,,962560.0,0.00022,0.2,2.4739776 +136.17639,101.118866,-0.04722637,402.54514,3100000.0,7701.0,193750.0,,962560.0,0.00022,0.2,2.4739776 +136.95096,101.76204,-0.04722637,403.634,3110000.0,7705.0,194375.0,,962560.0,0.00022,0.2,2.4739776 +136.95096,102.37546,-0.046294015,401.18298,3120000.0,7777.0,195000.0,,972800.0,0.00022,0.2,2.4509735 +137.01106,102.98947,-0.046294015,402.31363,3130000.0,7780.0,195625.0,,972800.0,0.00022,0.2,2.4509735 +136.80515,103.573685,-0.046294015,403.39157,3140000.0,7784.0,196250.0,,972800.0,0.00022,0.2,2.4509735 +136.80515,104.126915,-0.046558704,401.01846,3150000.0,7855.0,196875.0,,983040.0,0.00022,0.2,2.4311638 +136.40384,104.67613,-0.046558704,402.0868,3160000.0,7859.0,197500.0,,983040.0,0.00022,0.2,2.4311638 +136.40384,105.20305,-0.046558704,403.15402,3170000.0,7863.0,198125.0,,983040.0,0.00022,0.2,2.4311638 +136.5218,105.71189,-0.047539577,400.75613,3180000.0,7935.0,198750.0,,993280.0,0.00022,0.2,2.3873603 +136.77641,106.22328,-0.047539577,401.81384,3190000.0,7939.0,199375.0,,993280.0,0.00022,0.2,2.3873603 +136.77641,106.7176,-0.047539577,402.92117,3200000.0,7942.0,200000.0,,993280.0,0.00022,0.2,2.3873603 +136.8021,107.212166,-0.047539577,403.97684,3210000.0,7946.0,200625.0,,993280.0,0.00022,0.2,2.3873603 +136.8952,107.691444,-0.047044497,401.5964,3220000.0,8018.0,201250.0,,1003520.0,0.00022,0.2,2.3697798 +136.8952,108.16498,-0.047044497,402.64273,3230000.0,8022.0,201875.0,,1003520.0,0.00022,0.2,2.3697798 +137.45108,108.64407,-0.047044497,403.68802,3240000.0,8026.0,202500.0,,1003520.0,0.00022,0.2,2.3697798 +137.45108,109.12828,-0.047984254,401.33365,3250000.0,8098.0,203125.0,,1013760.0,0.00022,0.2,2.3680854 +137.49211,109.61031,-0.047984254,402.36978,3260000.0,8102.0,203750.0,,1013760.0,0.00022,0.2,2.3680854 +138.35228,110.10094,-0.047984254,403.40488,3270000.0,8106.0,204375.0,,1013760.0,0.00022,0.2,2.3680854 +138.35228,110.59552,-0.04704928,401.07605,3280000.0,8178.0,205000.0,,1024000.0,0.00022,0.2,2.3405805 +138.41034,111.09067,-0.04704928,402.10217,3290000.0,8182.0,205625.0,,1024000.0,0.00022,0.2,2.3405805 +138.92245,111.60757,-0.04704928,403.1273,3300000.0,8186.0,206250.0,,1024000.0,0.00022,0.2,2.3405805 +138.92245,112.141396,-0.047785472,400.7749,3310000.0,8259.0,206875.0,,1034240.0,0.00022,0.2,2.3335438 +139.27245,112.678734,-0.047785472,401.83975,3320000.0,8262.0,207500.0,,1034240.0,0.00022,0.2,2.3335438 +139.27245,113.23144,-0.047785472,402.85507,3330000.0,8266.0,208125.0,,1034240.0,0.00022,0.2,2.3335438 +139.65181,113.80533,-0.047785472,403.86942,3340000.0,8270.0,208750.0,,1034240.0,0.00022,0.2,2.3335438 +139.97699,114.38248,-0.047005415,401.5342,3350000.0,8343.0,209375.0,,1044480.0,0.00022,0.2,2.2991784 +139.97699,115.0039,-0.047005415,402.58807,3360000.0,8346.0,210000.0,,1044480.0,0.00022,0.2,2.2991784 +139.82219,115.62377,-0.047005415,403.5928,3370000.0,8350.0,210625.0,,1044480.0,0.00022,0.2,2.2991784 +140.09714,116.2679,-0.04630966,401.23456,3380000.0,8424.0,211250.0,,1054720.0,0.00022,0.2,2.266139 +140.09714,116.92221,-0.04630966,402.23065,3390000.0,8428.0,211875.0,,1054720.0,0.00022,0.2,2.266139 +139.81325,117.57369,-0.04630966,403.27362,3400000.0,8431.0,212500.0,,1054720.0,0.00022,0.2,2.266139 +139.81325,118.24251,-0.0466311,400.9406,3410000.0,8505.0,213125.0,,1064960.0,0.00022,0.2,2.2477722 +139.59332,118.91379,-0.0466311,401.9746,3420000.0,8508.0,213750.0,,1064960.0,0.00022,0.2,2.2477722 +139.21922,119.58131,-0.0466311,403.00787,3430000.0,8511.0,214375.0,,1064960.0,0.00022,0.2,2.2477722 +139.21922,120.254974,-0.0466311,403.99295,3440000.0,8515.0,215000.0,,1064960.0,0.00022,0.2,2.2477722 +138.97328,120.92616,-0.047220837,401.81693,3450000.0,8586.0,215625.0,,1075200.0,0.00022,0.2,2.2372077 +138.58972,121.59711,-0.047220837,402.79395,3460000.0,8590.0,216250.0,,1075200.0,0.00022,0.2,2.2372077 +138.58972,122.262245,-0.047220837,403.77008,3470000.0,8594.0,216875.0,,1075200.0,0.00022,0.2,2.2372077 +138.2646,122.92412,-0.046266004,401.6157,3480000.0,8665.0,217500.0,,1085440.0,0.00022,0.2,2.2324314 +138.2646,123.60383,-0.046266004,402.53748,3490000.0,8670.0,218125.0,,1085440.0,0.00022,0.2,2.2324314 +137.375,124.28747,-0.046266004,403.50473,3500000.0,8674.0,218750.0,,1085440.0,0.00022,0.2,2.2324314 +136.75143,124.964874,-0.047609445,401.28043,3510000.0,8747.0,219375.0,,1095680.0,0.00022,0.2,2.2360315 +136.75143,125.65044,-0.047609445,402.2857,3520000.0,8750.0,220000.0,,1095680.0,0.00022,0.2,2.2360315 +137.22144,126.34072,-0.047609445,403.24423,3530000.0,8754.0,220625.0,,1095680.0,0.00022,0.2,2.2360315 +137.61842,127.03384,-0.047030788,401.0877,3540000.0,8826.0,221250.0,,1105920.0,0.00022,0.2,2.2346659 +137.61842,127.70048,-0.047030788,402.0385,3550000.0,8830.0,221875.0,,1105920.0,0.00022,0.2,2.2346659 +138.15797,128.37253,-0.047030788,402.98846,3560000.0,8834.0,222500.0,,1105920.0,0.00022,0.2,2.2346659 +138.15797,129.02216,-0.047030788,403.98325,3570000.0,8837.0,223125.0,,1105920.0,0.00022,0.2,2.2346659 +139.08821,129.6341,-0.040807154,401.79575,3580000.0,8910.0,223750.0,,1116160.0,0.00022,0.2,2.2332108 +140.45842,130.25972,-0.040807154,402.78244,3590000.0,8913.0,224375.0,,1116160.0,0.00022,0.2,2.2332108 +140.45842,130.83517,-0.040807154,403.72324,3600000.0,8917.0,225000.0,,1116160.0,0.00022,0.2,2.2332108 +141.83769,131.42441,-0.044805553,401.46796,3610000.0,8992.0,225625.0,,1126400.0,0.00022,0.2,2.2144623 +142.06227,131.97522,-0.044805553,402.40106,3620000.0,8996.0,226250.0,,1126400.0,0.00022,0.2,2.2144623 +142.06227,132.4715,-0.044805553,403.37814,3630000.0,8999.0,226875.0,,1126400.0,0.00022,0.2,2.2144623 +142.45819,132.97173,-0.04602341,401.19034,3640000.0,9073.0,227500.0,,1136640.0,0.00022,0.2,2.2067895 +142.45819,133.42284,-0.04602341,402.15955,3650000.0,9076.0,228125.0,,1136640.0,0.00022,0.2,2.2067895 +141.12273,133.80856,-0.04602341,403.0837,3660000.0,9080.0,228750.0,,1136640.0,0.00022,0.2,2.2067895 +140.91708,134.19223,-0.04602341,404.0515,3670000.0,9083.0,229375.0,,1136640.0,0.00022,0.2,2.2067895 +140.91708,134.5269,-0.047554787,401.87836,3680000.0,9157.0,230000.0,,1146880.0,0.00022,0.2,2.2052736 +140.13272,134.85373,-0.047554787,402.83844,3690000.0,9160.0,230625.0,,1146880.0,0.00022,0.2,2.2052736 +139.63612,135.13278,-0.047554787,403.79788,3700000.0,9163.0,231250.0,,1146880.0,0.00022,0.2,2.2052736 +139.63612,135.36714,-0.046598382,401.60208,3710000.0,9238.0,231875.0,,1157120.0,0.00022,0.2,2.1909733 +140.08348,135.60599,-0.046598382,402.55383,3720000.0,9241.0,232500.0,,1157120.0,0.00022,0.2,2.1909733 +140.08348,135.81427,-0.046598382,403.46133,3730000.0,9245.0,233125.0,,1157120.0,0.00022,0.2,2.1909733 +140.2722,135.99524,-0.04512383,401.33063,3740000.0,9319.0,233750.0,,1167360.0,0.00022,0.2,2.1792045 +141.84938,136.19197,-0.04512383,402.23105,3750000.0,9323.0,234375.0,,1167360.0,0.00022,0.2,2.1792045 +141.84938,136.3722,-0.04512383,403.17392,3760000.0,9326.0,235000.0,,1167360.0,0.00022,0.2,2.1792045 +142.29083,136.55681,-0.04553836,401.06384,3770000.0,9400.0,235625.0,,1177600.0,0.00022,0.2,2.1546535 +143.19931,136.73317,-0.04553836,401.99936,3780000.0,9403.0,236250.0,,1177600.0,0.00022,0.2,2.1546535 +143.19931,136.90173,-0.04553836,402.9343,3790000.0,9406.0,236875.0,,1177600.0,0.00022,0.2,2.1546535 +143.82156,137.07655,-0.04553836,403.86862,3800000.0,9409.0,237500.0,,1177600.0,0.00022,0.2,2.1546535 +143.82156,137.24535,-0.04405917,401.72922,3810000.0,9484.0,238125.0,,1187840.0,0.00022,0.2,2.141943 +143.8407,137.40007,-0.04405917,402.61383,3820000.0,9488.0,238750.0,,1187840.0,0.00022,0.2,2.141943 +143.51176,137.55147,-0.04405917,403.5402,3830000.0,9491.0,239375.0,,1187840.0,0.00022,0.2,2.141943 +143.51176,137.69615,-0.044649005,401.37973,3840000.0,9567.0,240000.0,,1198080.0,0.00022,0.2,2.123601 +143.74712,137.84319,-0.044649005,402.29886,3850000.0,9570.0,240625.0,,1198080.0,0.00022,0.2,2.123601 +143.8359,137.9888,-0.044649005,403.17526,3860000.0,9574.0,241250.0,,1198080.0,0.00022,0.2,2.123601 +143.8359,138.12958,-0.0436608,401.03625,3870000.0,9650.0,241875.0,,1208320.0,0.00022,0.2,2.1124482 +143.5286,138.26729,-0.0436608,401.94757,3880000.0,9653.0,242500.0,,1208320.0,0.00022,0.2,2.1124482 +143.5286,138.39594,-0.0436608,402.85834,3890000.0,9656.0,243125.0,,1208320.0,0.00022,0.2,2.1124482 +143.76917,138.51842,-0.043257806,400.73984,3900000.0,9732.0,243750.0,,1218560.0,0.00022,0.2,2.0891728 +144.14424,138.64465,-0.043257806,401.64355,3910000.0,9735.0,244375.0,,1218560.0,0.00022,0.2,2.0891728 +144.14424,138.76567,-0.043257806,402.54672,3920000.0,9738.0,245000.0,,1218560.0,0.00022,0.2,2.0891728 +144.19624,138.88722,-0.043257806,403.44934,3930000.0,9741.0,245625.0,,1218560.0,0.00022,0.2,2.0891728 +144.3244,139.00832,-0.04227518,401.3446,3940000.0,9817.0,246250.0,,1228800.0,0.00022,0.2,2.0550928 +144.3244,139.12358,-0.04227518,402.24033,3950000.0,9820.0,246875.0,,1228800.0,0.00022,0.2,2.0550928 +144.72362,139.24284,-0.04227518,403.1355,3960000.0,9823.0,247500.0,,1228800.0,0.00022,0.2,2.0550928 +144.72362,139.35439,-0.041597135,401.0101,3970000.0,9900.0,248125.0,,1239040.0,0.00022,0.2,2.0434716 +145.35127,139.47264,-0.041597135,401.8984,3980000.0,9903.0,248750.0,,1239040.0,0.00022,0.2,2.0434716 +145.8217,139.59558,-0.041597135,402.7862,3990000.0,9906.0,249375.0,,1239040.0,0.00022,0.2,2.0434716 +145.8217,139.72556,-0.042071637,400.88193,4000000.0,9978.0,250000.0,,1249280.0,0.00022,0.2,2.0463543 diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_eval.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..5f647f798a1035a822d668f1168ea57421f95a66 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_eval.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 139.72555541992188, + "strength": 75.35227966308594, + "max_strength": 146.96902465820312, + "final_strength": 146.96902465820312, + "sample_efficiency": 2.467628803515254e-07, + "training_efficiency": 1.0303716635462479e-06, + "stability": 0.9967225790023804 + }, + "local": { + "mean_returns": [ + NaN, + -43.169090270996094, + -43.169090270996094, + -41.18913650512695, + -36.614837646484375, + -36.614837646484375, + -35.11690139770508, + -35.11690139770508, + -32.52328872680664, + -30.67130470275879, + -30.67130470275879, + -25.893192291259766, + -21.00347137451172, + -21.00347137451172, + -15.00610065460205, + -15.00610065460205, + -9.596304893493652, + -3.406593084335327, + -3.406593084335327, + 1.9773454666137695, + 7.797884941101074, + 7.797884941101074, + 12.526561737060547, + 12.526561737060547, + 16.239477157592773, + 19.999496459960938, + 19.999496459960938, + 23.4375057220459, + 26.99479103088379, + 26.99479103088379, + 30.280847549438477, + 30.280847549438477, + 33.98634719848633, + 37.130958557128906, + 37.130958557128906, + 40.55780792236328, + 44.390846252441406, + 44.390846252441406, + 48.00371551513672, + 48.00371551513672, + 51.58125305175781, + 54.73406219482422, + 54.73406219482422, + 56.893707275390625, + 58.892311096191406, + 58.892311096191406, + 59.99441909790039, + 59.99441909790039, + 59.26171875, + 56.186912536621094, + 56.186912536621094, + 50.93168258666992, + 44.11915969848633, + 44.11915969848633, + 36.0342903137207, + 36.0342903137207, + 27.973554611206055, + 20.61433219909668, + 20.61433219909668, + 15.310539245605469, + 12.215580940246582, + 12.215580940246582, + 11.1835298538208, + 11.1835298538208, + 13.581462860107422, + 14.935004234313965, + 14.935004234313965, + 17.62071990966797, + 20.69266700744629, + 20.69266700744629, + 22.69074249267578, + 22.69074249267578, + 24.28117561340332, + 25.182077407836914, + 25.182077407836914, + 26.139427185058594, + 26.190690994262695, + 26.190690994262695, + 26.507482528686523, + 26.507482528686523, + 26.732635498046875, + 26.471500396728516, + 26.471500396728516, + 26.512075424194336, + 26.757061004638672, + 26.757061004638672, + 26.363107681274414, + 26.363107681274414, + 26.405899047851562, + 27.313207626342773, + 27.313207626342773, + 28.79130744934082, + 29.775554656982422, + 29.775554656982422, + 31.053495407104492, + 31.053495407104492, + 32.16046905517578, + 33.10009002685547, + 33.10009002685547, + 32.451637268066406, + 32.43656921386719, + 32.43656921386719, + 32.391082763671875, + 32.391082763671875, + 31.896800994873047, + 31.61394691467285, + 31.61394691467285, + 31.490955352783203, + 32.15555191040039, + 32.15555191040039, + 32.43182373046875, + 32.43182373046875, + 32.5892219543457, + 33.07936096191406, + 33.07936096191406, + 33.73453140258789, + 33.97177505493164, + 33.97177505493164, + 34.222877502441406, + 34.222877502441406, + 34.15279769897461, + 34.48438262939453, + 34.48438262939453, + 34.53791046142578, + 35.028316497802734, + 35.028316497802734, + 35.39354705810547, + 35.39354705810547, + 36.30314636230469, + 36.78751754760742, + 36.78751754760742, + 37.44707107543945, + 38.14912796020508, + 38.14912796020508, + 39.32333755493164, + 39.32333755493164, + 40.86339569091797, + 42.204933166503906, + 42.204933166503906, + 44.92802429199219, + 47.40827178955078, + 47.40827178955078, + 49.79822540283203, + 49.79822540283203, + 52.32258605957031, + 54.0756950378418, + 54.0756950378418, + 55.757652282714844, + 56.19622802734375, + 56.19622802734375, + 55.93040466308594, + 55.93040466308594, + 55.64338684082031, + 54.600345611572266, + 54.600345611572266, + 53.50114822387695, + 52.298309326171875, + 52.298309326171875, + 51.007904052734375, + 51.007904052734375, + 49.6856689453125, + 48.11398696899414, + 48.11398696899414, + 46.866939544677734, + 45.77672576904297, + 45.77672576904297, + 44.325931549072266, + 44.325931549072266, + 43.49043273925781, + 42.1671257019043, + 42.1671257019043, + 41.74604034423828, + 41.20479965209961, + 41.20479965209961, + 40.711666107177734, + 40.711666107177734, + 39.86437225341797, + 39.78920364379883, + 39.78920364379883, + 40.229373931884766, + 40.84577560424805, + 40.84577560424805, + 41.307254791259766, + 41.307254791259766, + 41.976078033447266, + 42.860572814941406, + 42.860572814941406, + 43.341609954833984, + 44.14854049682617, + 44.14854049682617, + 44.69805908203125, + 44.69805908203125, + 46.09556198120117, + 47.768287658691406, + 47.768287658691406, + 49.71543884277344, + 51.974342346191406, + 51.974342346191406, + 53.99227523803711, + 53.99227523803711, + 55.75251007080078, + 58.55176544189453, + 58.55176544189453, + 60.80388259887695, + 60.80388259887695, + 63.654823303222656, + 66.08734893798828, + 66.08734893798828, + 69.6109619140625, + 72.63373565673828, + 72.63373565673828, + 75.609375, + 75.609375, + 78.38267517089844, + 81.48174285888672, + 81.48174285888672, + 83.7138671875, + 85.63739013671875, + 85.63739013671875, + 87.34464263916016, + 87.34464263916016, + 88.96765899658203, + 89.54234313964844, + 89.54234313964844, + 89.0297622680664, + 89.28956604003906, + 89.28956604003906, + 88.89458465576172, + 88.89458465576172, + 87.23298645019531, + 85.53925323486328, + 85.53925323486328, + 84.0023422241211, + 82.26097106933594, + 82.26097106933594, + 77.83539581298828, + 77.83539581298828, + 75.68389129638672, + 74.66600799560547, + 74.66600799560547, + 72.93128967285156, + 72.46686553955078, + 72.46686553955078, + 71.85289764404297, + 71.85289764404297, + 71.49507904052734, + 72.07710266113281, + 72.07710266113281, + 70.2928695678711, + 69.01103210449219, + 69.01103210449219, + 68.19365692138672, + 68.19365692138672, + 68.3070068359375, + 70.95418548583984, + 70.95418548583984, + 73.19485473632812, + 77.89453887939453, + 77.89453887939453, + 82.9131851196289, + 82.9131851196289, + 86.98363494873047, + 92.43508911132812, + 92.43508911132812, + 97.34675598144531, + 102.55006408691406, + 102.55006408691406, + 107.44972229003906, + 107.44972229003906, + 111.7312240600586, + 116.198974609375, + 116.198974609375, + 119.2550277709961, + 122.17620849609375, + 122.17620849609375, + 123.82905578613281, + 123.82905578613281, + 125.56305694580078, + 126.34080505371094, + 126.34080505371094, + 126.94027709960938, + 128.37059020996094, + 128.37059020996094, + 129.0440673828125, + 129.0440673828125, + 129.2740936279297, + 129.758056640625, + 129.758056640625, + 130.66244506835938, + 131.52174377441406, + 131.52174377441406, + 132.04164123535156, + 132.04164123535156, + 132.21531677246094, + 132.79714965820312, + 132.79714965820312, + 133.5690460205078, + 133.5272216796875, + 133.5272216796875, + 132.8228302001953, + 132.8228302001953, + 133.270263671875, + 133.9822540283203, + 133.9822540283203, + 134.8966064453125, + 135.09458923339844, + 135.09458923339844, + 135.6621551513672, + 135.6621551513672, + 136.1763916015625, + 136.95095825195312, + 136.95095825195312, + 137.0110626220703, + 136.80514526367188, + 136.80514526367188, + 136.40383911132812, + 136.40383911132812, + 136.5218048095703, + 136.7764129638672, + 136.7764129638672, + 136.80209350585938, + 136.89520263671875, + 136.89520263671875, + 137.45108032226562, + 137.45108032226562, + 137.4921112060547, + 138.35227966308594, + 138.35227966308594, + 138.41033935546875, + 138.92245483398438, + 138.92245483398438, + 139.27244567871094, + 139.27244567871094, + 139.6518096923828, + 139.97698974609375, + 139.97698974609375, + 139.8221893310547, + 140.09713745117188, + 140.09713745117188, + 139.81324768066406, + 139.81324768066406, + 139.59332275390625, + 139.21922302246094, + 139.21922302246094, + 138.97328186035156, + 138.5897216796875, + 138.5897216796875, + 138.2646026611328, + 138.2646026611328, + 137.375, + 136.75143432617188, + 136.75143432617188, + 137.221435546875, + 137.61842346191406, + 137.61842346191406, + 138.15797424316406, + 138.15797424316406, + 139.0882110595703, + 140.4584197998047, + 140.4584197998047, + 141.8376922607422, + 142.06227111816406, + 142.06227111816406, + 142.45819091796875, + 142.45819091796875, + 141.1227264404297, + 140.91708374023438, + 140.91708374023438, + 140.13272094726562, + 139.63612365722656, + 139.63612365722656, + 140.08348083496094, + 140.08348083496094, + 140.27220153808594, + 141.84938049316406, + 141.84938049316406, + 142.29083251953125, + 143.19931030273438, + 143.19931030273438, + 143.82156372070312, + 143.82156372070312, + 143.8406982421875, + 143.5117645263672, + 143.5117645263672, + 143.7471160888672, + 143.83590698242188, + 143.83590698242188, + 143.52859497070312, + 143.52859497070312, + 143.7691650390625, + 144.1442413330078, + 144.1442413330078, + 144.1962432861328, + 144.32440185546875, + 144.32440185546875, + 144.72361755371094, + 144.72361755371094, + 145.3512725830078, + 145.8217010498047, + 145.8217010498047 + ], + "strengths": [ + NaN, + -42.021766662597656, + -42.021766662597656, + -40.041812896728516, + -35.46751403808594, + -35.46751403808594, + -33.96957778930664, + -33.96957778930664, + -31.375967025756836, + -29.523983001708984, + -29.523983001708984, + -24.74587059020996, + -19.856149673461914, + -19.856149673461914, + -13.85877799987793, + -13.85877799987793, + -8.448982238769531, + -2.259270668029785, + -2.259270668029785, + 3.1246681213378906, + 8.945207595825195, + 8.945207595825195, + 13.673884391784668, + 13.673884391784668, + 17.386798858642578, + 21.146818161010742, + 21.146818161010742, + 24.584827423095703, + 28.142112731933594, + 28.142112731933594, + 31.42816925048828, + 31.42816925048828, + 35.133670806884766, + 38.278282165527344, + 38.278282165527344, + 41.70513153076172, + 45.538169860839844, + 45.538169860839844, + 49.151039123535156, + 49.151039123535156, + 52.72857666015625, + 55.881385803222656, + 55.881385803222656, + 58.04103088378906, + 60.039634704589844, + 60.039634704589844, + 61.14174270629883, + 61.14174270629883, + 60.40904235839844, + 57.33423614501953, + 57.33423614501953, + 52.07900619506836, + 45.266483306884766, + 45.266483306884766, + 37.18161392211914, + 37.18161392211914, + 29.12087631225586, + 21.761653900146484, + 21.761653900146484, + 16.457860946655273, + 13.362903594970703, + 13.362903594970703, + 12.330852508544922, + 12.330852508544922, + 14.728785514831543, + 16.082326889038086, + 16.082326889038086, + 18.768041610717773, + 21.839988708496094, + 21.839988708496094, + 23.838064193725586, + 23.838064193725586, + 25.428497314453125, + 26.32939910888672, + 26.32939910888672, + 27.2867488861084, + 27.3380126953125, + 27.3380126953125, + 27.654804229736328, + 27.654804229736328, + 27.87995719909668, + 27.61882209777832, + 27.61882209777832, + 27.65939712524414, + 27.904382705688477, + 27.904382705688477, + 27.51042938232422, + 27.51042938232422, + 27.553220748901367, + 28.460529327392578, + 28.460529327392578, + 29.938629150390625, + 30.922876358032227, + 30.922876358032227, + 32.2008171081543, + 32.2008171081543, + 33.30779266357422, + 34.247413635253906, + 34.247413635253906, + 33.598960876464844, + 33.583892822265625, + 33.583892822265625, + 33.53840637207031, + 33.53840637207031, + 33.044124603271484, + 32.761268615722656, + 32.761268615722656, + 32.63827896118164, + 33.30287551879883, + 33.30287551879883, + 33.57914733886719, + 33.57914733886719, + 33.73654556274414, + 34.2266845703125, + 34.2266845703125, + 34.88185501098633, + 35.11909866333008, + 35.11909866333008, + 35.370201110839844, + 35.370201110839844, + 35.30012130737305, + 35.63170623779297, + 35.63170623779297, + 35.68523406982422, + 36.17564010620117, + 36.17564010620117, + 36.540870666503906, + 36.540870666503906, + 37.450469970703125, + 37.93484115600586, + 37.93484115600586, + 38.59439468383789, + 39.296451568603516, + 39.296451568603516, + 40.47066116333008, + 40.47066116333008, + 42.010719299316406, + 43.352256774902344, + 43.352256774902344, + 46.075347900390625, + 48.55559539794922, + 48.55559539794922, + 50.94554901123047, + 50.94554901123047, + 53.46990966796875, + 55.223018646240234, + 55.223018646240234, + 56.90497589111328, + 57.34355163574219, + 57.34355163574219, + 57.077728271484375, + 57.077728271484375, + 56.79071044921875, + 55.7476692199707, + 55.7476692199707, + 54.64847183227539, + 53.44563293457031, + 53.44563293457031, + 52.15522766113281, + 52.15522766113281, + 50.83299255371094, + 49.26131057739258, + 49.26131057739258, + 48.01426315307617, + 46.924049377441406, + 46.924049377441406, + 45.4732551574707, + 45.4732551574707, + 44.63775634765625, + 43.314449310302734, + 43.314449310302734, + 42.89336395263672, + 42.35212326049805, + 42.35212326049805, + 41.85898971557617, + 41.85898971557617, + 41.011695861816406, + 40.936527252197266, + 40.936527252197266, + 41.3766975402832, + 41.993099212646484, + 41.993099212646484, + 42.4545783996582, + 42.4545783996582, + 43.1234016418457, + 44.007896423339844, + 44.007896423339844, + 44.48893356323242, + 45.29586410522461, + 45.29586410522461, + 45.84538269042969, + 45.84538269042969, + 47.24288558959961, + 48.915611267089844, + 48.915611267089844, + 50.862762451171875, + 53.121665954589844, + 53.121665954589844, + 55.13959884643555, + 55.13959884643555, + 56.89983367919922, + 59.69908905029297, + 59.69908905029297, + 61.95120620727539, + 61.95120620727539, + 64.8021469116211, + 67.23467254638672, + 67.23467254638672, + 70.75828552246094, + 73.78105926513672, + 73.78105926513672, + 76.75669860839844, + 76.75669860839844, + 79.52999877929688, + 82.62906646728516, + 82.62906646728516, + 84.86119079589844, + 86.78471374511719, + 86.78471374511719, + 88.4919662475586, + 88.4919662475586, + 90.11498260498047, + 90.68966674804688, + 90.68966674804688, + 90.17708587646484, + 90.4368896484375, + 90.4368896484375, + 90.04190826416016, + 90.04190826416016, + 88.38031005859375, + 86.68657684326172, + 86.68657684326172, + 85.14966583251953, + 83.40829467773438, + 83.40829467773438, + 78.98271942138672, + 78.98271942138672, + 76.83121490478516, + 75.8133316040039, + 75.8133316040039, + 74.07861328125, + 73.61418914794922, + 73.61418914794922, + 73.0002212524414, + 73.0002212524414, + 72.64240264892578, + 73.22442626953125, + 73.22442626953125, + 71.44019317626953, + 70.15835571289062, + 70.15835571289062, + 69.34098052978516, + 69.34098052978516, + 69.45433044433594, + 72.10150909423828, + 72.10150909423828, + 74.34217834472656, + 79.04186248779297, + 79.04186248779297, + 84.06050872802734, + 84.06050872802734, + 88.1309585571289, + 93.58241271972656, + 93.58241271972656, + 98.49407958984375, + 103.6973876953125, + 103.6973876953125, + 108.5970458984375, + 108.5970458984375, + 112.87854766845703, + 117.34629821777344, + 117.34629821777344, + 120.40235137939453, + 123.32353210449219, + 123.32353210449219, + 124.97637939453125, + 124.97637939453125, + 126.71038055419922, + 127.48812866210938, + 127.48812866210938, + 128.0876007080078, + 129.51791381835938, + 129.51791381835938, + 130.19139099121094, + 130.19139099121094, + 130.42141723632812, + 130.90538024902344, + 130.90538024902344, + 131.8097686767578, + 132.6690673828125, + 132.6690673828125, + 133.18896484375, + 133.18896484375, + 133.36264038085938, + 133.94447326660156, + 133.94447326660156, + 134.71636962890625, + 134.67454528808594, + 134.67454528808594, + 133.97015380859375, + 133.97015380859375, + 134.41758728027344, + 135.12957763671875, + 135.12957763671875, + 136.04393005371094, + 136.24191284179688, + 136.24191284179688, + 136.80947875976562, + 136.80947875976562, + 137.32371520996094, + 138.09828186035156, + 138.09828186035156, + 138.15838623046875, + 137.9524688720703, + 137.9524688720703, + 137.55116271972656, + 137.55116271972656, + 137.66912841796875, + 137.92373657226562, + 137.92373657226562, + 137.9494171142578, + 138.0425262451172, + 138.0425262451172, + 138.59840393066406, + 138.59840393066406, + 138.63943481445312, + 139.49960327148438, + 139.49960327148438, + 139.5576629638672, + 140.0697784423828, + 140.0697784423828, + 140.41976928710938, + 140.41976928710938, + 140.79913330078125, + 141.1243133544922, + 141.1243133544922, + 140.96951293945312, + 141.2444610595703, + 141.2444610595703, + 140.9605712890625, + 140.9605712890625, + 140.7406463623047, + 140.36654663085938, + 140.36654663085938, + 140.12060546875, + 139.73704528808594, + 139.73704528808594, + 139.41192626953125, + 139.41192626953125, + 138.52232360839844, + 137.8987579345703, + 137.8987579345703, + 138.36875915527344, + 138.7657470703125, + 138.7657470703125, + 139.3052978515625, + 139.3052978515625, + 140.23553466796875, + 141.60574340820312, + 141.60574340820312, + 142.98501586914062, + 143.2095947265625, + 143.2095947265625, + 143.6055145263672, + 143.6055145263672, + 142.27005004882812, + 142.0644073486328, + 142.0644073486328, + 141.28004455566406, + 140.783447265625, + 140.783447265625, + 141.23080444335938, + 141.23080444335938, + 141.41952514648438, + 142.9967041015625, + 142.9967041015625, + 143.4381561279297, + 144.3466339111328, + 144.3466339111328, + 144.96888732910156, + 144.96888732910156, + 144.98802185058594, + 144.65908813476562, + 144.65908813476562, + 144.89443969726562, + 144.9832305908203, + 144.9832305908203, + 144.67591857910156, + 144.67591857910156, + 144.91648864746094, + 145.29156494140625, + 145.29156494140625, + 145.34356689453125, + 145.4717254638672, + 145.4717254638672, + 145.87094116210938, + 145.87094116210938, + 146.49859619140625, + 146.96902465820312, + 146.96902465820312 + ], + "sample_efficiencies": [ + NaN, + 5.0000002374872565e-05, + 4.166666622040793e-05, + 3.6288402043282986e-05, + 3.266760177211836e-05, + 2.9757580705336295e-05, + 2.746240352280438e-05, + 2.5529532649670728e-05, + 2.3992537535377778e-05, + 2.271693665534258e-05, + 2.1578527594101615e-05, + 2.0711724573629908e-05, + 2.0062165276613086e-05, + 1.9448229068075307e-05, + 1.9037906895391643e-05, + 1.8640150301507674e-05, + 1.840273034758866e-05, + 1.8339116650167853e-05, + 1.827468804549426e-05, + 1.836577030189801e-05, + 1.8638338588061742e-05, + 1.892647924250923e-05, + 1.9396815332584083e-05, + 1.9904553482774645e-05, + 2.0608589693438262e-05, + 2.1562418623943813e-05, + 2.2639944290858693e-05, + 2.407841748208739e-05, + 2.602825225039851e-05, + 2.8397129426593892e-05, + 3.1718434911454096e-05, + 3.6064768210053444e-05, + 4.28273415309377e-05, + 5.4277057643048465e-05, + 7.498088962165639e-05, + 0.0001314106775680557, + 0.0008804913959465921, + -0.00017949692846741527, + -7.64806245570071e-05, + -4.793997504748404e-05, + -3.3865846489788964e-05, + -2.558576306910254e-05, + -2.0395455067045987e-05, + -1.672597682045307e-05, + -1.400816563545959e-05, + -1.1978264410572592e-05, + -1.038043228618335e-05, + -9.112263796851039e-06, + -8.093472388281953e-06, + -7.28821487427922e-06, + -6.604848749702796e-06, + -6.068508810130879e-06, + -5.656171197188087e-06, + -5.2861932999803685e-06, + -5.009820142731769e-06, + -4.755360805575037e-06, + -4.569887551042484e-06, + -4.438672476680949e-06, + -4.3134136831213254e-06, + -4.222458301228471e-06, + -4.150951099290978e-06, + -4.081486622453667e-06, + -4.019137577415677e-06, + -3.958415163651807e-06, + -3.887902039423352e-06, + -3.8132682220748393e-06, + -3.7409763535833918e-06, + -3.659406957012834e-06, + -3.5680247947311727e-06, + -3.480218538243207e-06, + -3.3882138268381823e-06, + -3.2999694212776376e-06, + -3.209729129594052e-06, + -3.1202582704281667e-06, + -3.034576820937218e-06, + -2.9495336093532387e-06, + -2.8679289698629873e-06, + -2.7897140171262436e-06, + -2.7138401037518634e-06, + -2.641043465700932e-06, + -2.5705921871121973e-06, + -2.5035481030499795e-06, + -2.4390899397985777e-06, + -2.376989641561522e-06, + -2.316693780812784e-06, + -2.2586382328881882e-06, + -2.2034846551832743e-06, + -2.15029558603419e-06, + -2.0988957203371683e-06, + -2.0476700228755362e-06, + -1.99824535229709e-06, + -1.948096496562357e-06, + -1.8981752418767428e-06, + -1.8500616079109022e-06, + -1.801779603738396e-06, + -1.7552569033796317e-06, + -1.708888703433331e-06, + -1.6629716128591099e-06, + -1.6187443634407828e-06, + -1.5769155652378686e-06, + -1.5365752688012435e-06, + -1.497633434155432e-06, + -1.4600735767089645e-06, + -1.4237795085136895e-06, + -1.3892019978811732e-06, + -1.3560274965129793e-06, + -1.323907213190978e-06, + -1.2929100421388284e-06, + -1.2622675740203704e-06, + -1.2325771194809931e-06, + -1.2035627605655463e-06, + -1.1754349316106527e-06, + -1.1480302646305063e-06, + -1.1210656793991802e-06, + -1.094910203391919e-06, + -1.0690508815969224e-06, + -1.0437937589813373e-06, + -1.0192850368184736e-06, + -9.953266726370202e-07, + -9.720668003865285e-07, + -9.495219615018868e-07, + -9.274160674976883e-07, + -9.059380658982263e-07, + -8.850325343701115e-07, + -8.644332751828188e-07, + -8.444082482128579e-07, + -8.247415053119767e-07, + -8.056164233494201e-07, + -7.865551765462442e-07, + -7.677824100937869e-07, + -7.495272598134761e-07, + -7.314653203138732e-07, + -7.135830628612894e-07, + -6.961935810068098e-07, + -6.787792585782881e-07, + -6.618471957153815e-07, + -6.447604050663358e-07, + -6.276284238992957e-07, + -6.10984329796338e-07, + -5.938063054600207e-07, + -5.762473165304982e-07, + -5.592216894001467e-07, + -5.419058197730919e-07, + -5.251258698990569e-07, + -5.080647724753362e-07, + -4.910077109343547e-07, + -4.7449719886571984e-07, + -4.580296035783249e-07, + -4.419698029778374e-07, + -4.2642318476282526e-07, + -4.1143644580188266e-07, + -3.9691587971901754e-07, + -3.829118497833406e-07, + -3.6957825955141743e-07, + -3.566381678865582e-07, + -3.44320653766772e-07, + -3.3261360954384145e-07, + -3.2123017490448547e-07, + -3.104226777850272e-07, + -2.999025241479103e-07, + -2.8991638600928127e-07, + -2.8048330591445847e-07, + -2.712833691020933e-07, + -2.625339163842e-07, + -2.541849255521811e-07, + -2.460296570916398e-07, + -2.383063133493124e-07, + -2.3075520516613324e-07, + -2.2350575079599366e-07, + -2.1662187066340266e-07, + -2.0988268545352184e-07, + -2.0334785233444563e-07, + -1.970277310192614e-07, + -1.9083566371591587e-07, + -1.8483842723071575e-07, + -1.789601498103366e-07, + -1.7331356616523408e-07, + -1.6778602685008082e-07, + -1.6236442945682938e-07, + -1.5698937261277024e-07, + -1.5163907107762498e-07, + -1.463915850763442e-07, + -1.4118823798980884e-07, + -1.3608458004910062e-07, + -1.3099992202114663e-07, + -1.2591127074301767e-07, + -1.2092121437490277e-07, + -1.1597420979114759e-07, + -1.1103544750312722e-07, + -1.0619289980695612e-07, + -1.0138699479966817e-07, + -9.667453326756004e-08, + -9.19134208743344e-08, + -8.708206422625153e-08, + -8.234781745386499e-08, + -7.752501574032067e-08, + -7.259296097572587e-08, + -6.776478045367185e-08, + -6.285965525876236e-08, + -5.805962288718547e-08, + -5.321313878425826e-08, + -4.8240632821716645e-08, + -4.3379433378731846e-08, + -3.8448700223625565e-08, + -3.3630158213782124e-08, + -2.870586435221867e-08, + -2.3717378283549806e-08, + -1.8847618576955938e-08, + -1.384629211287347e-08, + -8.760974168353641e-09, + -3.803296344528917e-09, + 1.2237528768110906e-09, + 6.122453655166282e-09, + 1.1067666783048935e-08, + 1.6070535124868002e-08, + 2.094088991100307e-08, + 2.5809921311292783e-08, + 3.065542486524464e-08, + 3.5370472772910944e-08, + 4.0048828253702595e-08, + 4.46012009547303e-08, + 4.911229112281035e-08, + 5.352967491489835e-08, + 5.7828493993383745e-08, + 6.198938962143075e-08, + 6.605228719536171e-08, + 7.000874546747582e-08, + 7.38456193971615e-08, + 7.75836994648671e-08, + 8.115963368027224e-08, + 8.457986666599027e-08, + 8.791624850346125e-08, + 9.111417398344202e-08, + 9.417244228870914e-08, + 9.715918025676729e-08, + 9.992297833605335e-08, + 1.0262537841754238e-07, + 1.0519664073171953e-07, + 1.0767941205358511e-07, + 1.1010941136646579e-07, + 1.1243400876992382e-07, + 1.1469626315374626e-07, + 1.1691205514807734e-07, + 1.1906454489007956e-07, + 1.2117342862438818e-07, + 1.2322969666911376e-07, + 1.25260783079284e-07, + 1.2725108433642163e-07, + 1.2915438674099278e-07, + 1.3098714646275766e-07, + 1.3278454957799113e-07, + 1.3452701352889562e-07, + 1.3623633776660427e-07, + 1.3791597552881285e-07, + 1.3962622347207798e-07, + 1.413033743347114e-07, + 1.4299894246505573e-07, + 1.4476553644726664e-07, + 1.4649606328021036e-07, + 1.482982128209187e-07, + 1.5006220621671673e-07, + 1.5187197277555242e-07, + 1.5375103146197944e-07, + 1.5558767074708157e-07, + 1.5747640702556964e-07, + 1.5941787978590582e-07, + 1.6131274094277614e-07, + 1.6324889884344884e-07, + 1.651374361699709e-07, + 1.670516383001086e-07, + 1.689909794322375e-07, + 1.7088053994029906e-07, + 1.7276930464049656e-07, + 1.7465329449350975e-07, + 1.7648781636125932e-07, + 1.782981229325742e-07, + 1.800608941948667e-07, + 1.818011270415809e-07, + 1.835059180166354e-07, + 1.8516585953420872e-07, + 1.86789876011062e-07, + 1.8838888138361654e-07, + 1.8994587946963293e-07, + 1.9146992258356477e-07, + 1.9295409003916575e-07, + 1.9440209086951654e-07, + 1.9581760568598838e-07, + 1.9719631438874785e-07, + 1.9854850563660875e-07, + 1.998741083752975e-07, + 2.0116526400215662e-07, + 2.0242784160018346e-07, + 2.0365767738894647e-07, + 2.0485731511143968e-07, + 2.0603104644578707e-07, + 2.0717448023788165e-07, + 2.0829482139106403e-07, + 2.0938593081609724e-07, + 2.1044893117050378e-07, + 2.1147926076992007e-07, + 2.124832576555491e-07, + 2.1346484402329224e-07, + 2.1442639308588696e-07, + 2.1536332894811494e-07, + 2.1628244439853006e-07, + 2.1717924880704231e-07, + 2.1805304584177065e-07, + 2.1890798507229192e-07, + 2.197409685322782e-07, + 2.20555563146263e-07, + 2.2135365895792347e-07, + 2.221311490302469e-07, + 2.228889002253709e-07, + 2.23625988837739e-07, + 2.2434407753735286e-07, + 2.2504160313019383e-07, + 2.2572115199182008e-07, + 2.2638370467120694e-07, + 2.2703032698245806e-07, + 2.2766019469599996e-07, + 2.2827386203516653e-07, + 2.2887195427756524e-07, + 2.2945447142319608e-07, + 2.3002411353445495e-07, + 2.3057882003740815e-07, + 2.3111911673368013e-07, + 2.3164844265011197e-07, + 2.3216374245293991e-07, + 2.3266557036549784e-07, + 2.331558306423176e-07, + 2.336329458785258e-07, + 2.3409842242472223e-07, + 2.3455133657535043e-07, + 2.349931804701555e-07, + 2.354239541091374e-07, + 2.3584296116041514e-07, + 2.362500168828774e-07, + 2.3664659920541453e-07, + 2.370321681155474e-07, + 2.3740624044421565e-07, + 2.3776979674039467e-07, + 2.3812258120869956e-07, + 2.3846445174058317e-07, + 2.3879658783698687e-07, + 2.391186342265428e-07, + 2.3943053406583203e-07, + 2.397333958015224e-07, + 2.400267362645536e-07, + 2.40311436527918e-07, + 2.4058596181930625e-07, + 2.4085107952487306e-07, + 2.4110823915179935e-07, + 2.413584354599152e-07, + 2.416016684492206e-07, + 2.418373412638175e-07, + 2.420665623503737e-07, + 2.422884790576063e-07, + 2.425047114229528e-07, + 2.427159415674396e-07, + 2.4292023681482533e-07, + 2.431195866847702e-07, + 2.4331251324838377e-07, + 2.434987607102812e-07, + 2.4367903961319826e-07, + 2.4385289520978404e-07, + 2.440189632579859e-07, + 2.441787216866942e-07, + 2.4433256839984097e-07, + 2.444798212763999e-07, + 2.4462093506372184e-07, + 2.4475656346112373e-07, + 2.4488718963766587e-07, + 2.4501252937625395e-07, + 2.451328100505634e-07, + 2.452492822158092e-07, + 2.453606953167764e-07, + 2.4546747567910643e-07, + 2.455699927850219e-07, + 2.456677066220436e-07, + 2.457610719375225e-07, + 2.458497760926548e-07, + 2.459339327742782e-07, + 2.4601339987384563e-07, + 2.460885468735796e-07, + 2.461594590386085e-07, + 2.462262500557699e-07, + 2.4628889150335453e-07, + 2.463473549596529e-07, + 2.464018677983404e-07, + 2.4645257212796423e-07, + 2.464995816353621e-07, + 2.465428394771152e-07, + 2.4658243091835175e-07, + 2.4661844122420007e-07, + 2.466508988163696e-07, + 2.4667994580340746e-07, + 2.467056106070231e-07, + 2.467280069140543e-07, + 2.4674716314621037e-07, + 2.4676305088178196e-07 + ], + "training_efficiencies": [ + NaN, + NaN, + NaN, + 3.151325654471293e-05, + 4.621639527613297e-05, + 5.5571541452081874e-05, + 5.457118822960183e-05, + 5.3829287935514e-05, + 5.3296163969207555e-05, + 5.140506982570514e-05, + 4.9829966883407906e-05, + 4.869925032835454e-05, + 4.789364174939692e-05, + 4.67778772872407e-05, + 4.6059940359555185e-05, + 4.538666325970553e-05, + 4.490550054470077e-05, + 4.4779855670640245e-05, + 4.465544770937413e-05, + 4.485016688704491e-05, + 4.5422682887874544e-05, + 4.601860564434901e-05, + 4.705317769548856e-05, + 4.815672946278937e-05, + 4.967089989804663e-05, + 5.170347139937803e-05, + 5.4086533054942265e-05, + 5.72458011447452e-05, + 6.15025928709656e-05, + 6.678959471173584e-05, + 7.417061715386808e-05, + 8.379554492421448e-05, + 9.895039693219587e-05, + 0.00012455177784431726, + 0.00017076953372452408, + 0.00029660091968253255, + 0.0019711500499397516, + -0.00039823236875236034, + -0.000167875608894974, + -0.00010427086090203375, + -7.286775507964194e-05, + -5.436309947981499e-05, + -4.2856994696194306e-05, + -3.470336378086358e-05, + -2.864825182768982e-05, + -2.4179567844839767e-05, + -2.06505210371688e-05, + -1.783962215995416e-05, + -1.5572861229884438e-05, + -1.3811058124701958e-05, + -1.2309597877901979e-05, + -1.112596601160476e-05, + -1.0232930435449816e-05, + -9.427909390069544e-06, + -8.823709322314244e-06, + -8.278201676148456e-06, + -7.878672477090731e-06, + -7.594662747578695e-06, + -7.328770607273327e-06, + -7.134784482332179e-06, + -6.981566457398003e-06, + -6.832040980953025e-06, + -6.700366611767095e-06, + -6.571557150891749e-06, + -6.421324997063493e-06, + -6.265177944442257e-06, + -6.113286417530617e-06, + -5.941179551882669e-06, + -5.7517231653037015e-06, + -5.568925644183764e-06, + -5.376599801820703e-06, + -5.1913793868152425e-06, + -5.005283128411975e-06, + -4.82002451462904e-06, + -4.6418936108238995e-06, + -4.468149654712761e-06, + -4.30076033808291e-06, + -4.139681095693959e-06, + -3.9861070035840385e-06, + -3.838173597614514e-06, + -3.694435463330592e-06, + -3.5599848615675e-06, + -3.4302083804504946e-06, + -3.3046849239326548e-06, + -3.1823283279663883e-06, + -3.0665614758618176e-06, + -2.956149728561286e-06, + -2.84925499727251e-06, + -2.747736743913265e-06, + -2.6461691504664486e-06, + -2.547792291807127e-06, + -2.4496871446899604e-06, + -2.3516497549280757e-06, + -2.2567974156118e-06, + -2.1612456748698605e-06, + -2.070788241326227e-06, + -1.980283968805452e-06, + -1.8903147065429948e-06, + -1.8051796359941363e-06, + -1.7243505681108218e-06, + -1.6460975302834413e-06, + -1.5718904933237354e-06, + -1.500040866631025e-06, + -1.4303449233921128e-06, + -1.3651221024701954e-06, + -1.3023048950344673e-06, + -1.2412493788360734e-06, + -1.18210243726935e-06, + -1.1246895610383945e-06, + -1.0688468137232121e-06, + -1.0140660151591874e-06, + -9.619229786039796e-07, + -9.109259622164245e-07, + -8.605557582086476e-07, + -8.125875865516718e-07, + -7.649809390386508e-07, + -7.183048182923812e-07, + -6.738428623975778e-07, + -6.302128099378024e-07, + -5.876926252312842e-07, + -5.463217007672938e-07, + -5.065168693363375e-07, + -4.6769449113526207e-07, + -4.2976236613867513e-07, + -3.9309188082370383e-07, + -3.573071865048405e-07, + -3.2202811439674406e-07, + -2.883739966819121e-07, + -2.5470382070125197e-07, + -2.2141600197755906e-07, + -1.8892193054398376e-07, + -1.5739874470455106e-07, + -1.260690964954847e-07, + -9.548584500862489e-08, + -6.546273567664684e-08, + -3.615861743355708e-08, + -6.472592684048095e-09, + 2.269728049952846e-08, + 5.1146308521765604e-08, + 8.062163914246412e-08, + 1.1013919731794886e-07, + 1.3887179761695734e-07, + 1.682085297716185e-07, + 1.9674892826060386e-07, + 2.2515706632475485e-07, + 2.536709757805511e-07, + 2.813810056068178e-07, + 3.0842329579172656e-07, + 3.3490181294837384e-07, + 3.606376992593141e-07, + 3.8489790199491836e-07, + 4.084992610842164e-07, + 4.3135426608387206e-07, + 4.5320456365516293e-07, + 4.73921517141207e-07, + 4.937235189572675e-07, + 5.126223072693392e-07, + 5.305651598064287e-07, + 5.476715045915626e-07, + 5.643930762744276e-07, + 5.798825100100657e-07, + 5.94575965351396e-07, + 6.089669568609679e-07, + 6.223156105988892e-07, + 6.351074830490688e-07, + 6.476557814494299e-07, + 6.595901709260943e-07, + 6.709614694955235e-07, + 6.819252007517207e-07, + 6.923806381564646e-07, + 7.02350689607556e-07, + 7.120598866094952e-07, + 7.214904940155975e-07, + 7.304854534595506e-07, + 7.392350198642816e-07, + 7.478479346900713e-07, + 7.558981565125578e-07, + 7.638126362508046e-07, + 7.716089953646588e-07, + 7.79371816861385e-07, + 7.868843567848671e-07, + 7.942844035824237e-07, + 8.016539823074709e-07, + 8.086774414550746e-07, + 8.157050501722551e-07, + 8.227688113038312e-07, + 8.294947519971174e-07, + 8.361917025467847e-07, + 8.429066724602308e-07, + 8.495196084368217e-07, + 8.558858439755568e-07, + 8.62155616232485e-07, + 8.685179864187376e-07, + 8.747755373406108e-07, + 8.809342944005039e-07, + 8.87235955815413e-07, + 8.93476453711628e-07, + 8.996126439342333e-07, + 9.058743444256834e-07, + 9.118016350839753e-07, + 9.178130540021812e-07, + 9.240085887540772e-07, + 9.300927104050061e-07, + 9.360531976199127e-07, + 9.419044886271877e-07, + 9.479114737587224e-07, + 9.537809546600329e-07, + 9.595371466275537e-07, + 9.654762607169687e-07, + 9.712917972137802e-07, + 9.769878488441464e-07, + 9.82790652415133e-07, + 9.882265885607922e-07, + 9.937402865034528e-07, + 9.993449339162908e-07, + 1.0048274816654157e-06, + 1.0100829967996106e-06, + 1.0153387393074809e-06, + 1.0204780664935242e-06, + 1.0253561413264833e-06, + 1.03012655472412e-06, + 1.0348775276725064e-06, + 1.0393163165645092e-06, + 1.04365790321026e-06, + 1.047881823978969e-06, + 1.0520275282033253e-06, + 1.0558657095316448e-06, + 1.0596073707347387e-06, + 1.0632718385750195e-06, + 1.0665937679732451e-06, + 1.0697880270527094e-06, + 1.0729207815529662e-06, + 1.0757556765383924e-06, + 1.078481432159606e-06, + 1.0811581887537614e-06, + 1.0834870636244887e-06, + 1.0857768302230397e-06, + 1.0879678029596107e-06, + 1.0900949973802199e-06, + 1.0920427939709043e-06, + 1.093916580430232e-06, + 1.095750576496357e-06, + 1.097422114071378e-06, + 1.0990553391820868e-06, + 1.1006648037437117e-06, + 1.1021162436009035e-06, + 1.1035583611374022e-06, + 1.1049799013562733e-06, + 1.1063472129535512e-06, + 1.1075558177253697e-06, + 1.108748165279394e-06, + 1.1099109542556107e-06, + 1.1109491424576845e-06, + 1.1119755072286353e-06, + 1.113026769417047e-06, + 1.113955477194395e-06, + 1.114899987442186e-06, + 1.1158901997987414e-06, + 1.1167526281496976e-06, + 1.117656211135909e-06, + 1.1185462653884315e-06, + 1.1194651960977353e-06, + 1.1202982932445593e-06, + 1.1211177479708567e-06, + 1.12196585178026e-06, + 1.1227093636989594e-06, + 1.1234398016313207e-06, + 1.1241911579418229e-06, + 1.1247956308579887e-06, + 1.1254124956394662e-06, + 1.1260416385994176e-06, + 1.1265223065493046e-06, + 1.1270061577306478e-06, + 1.1274921689619077e-06, + 1.1279687441856368e-06, + 1.1283058256594813e-06, + 1.1286365406704135e-06, + 1.1289652093182667e-06, + 1.1291576811345294e-06, + 1.1293464012851473e-06, + 1.1295322792648221e-06, + 1.1295895774310338e-06, + 1.1296457387288683e-06, + 1.1297012179056765e-06, + 1.1297555602141074e-06, + 1.129688371293014e-06, + 1.1296220918666222e-06, + 1.1295570629954454e-06, + 1.1293769830444944e-06, + 1.1291989494566224e-06, + 1.1290242127870442e-06, + 1.1287403367532534e-06, + 1.1284614629403222e-06, + 1.1281872502877377e-06, + 1.1278099236733397e-06, + 1.1274390772086917e-06, + 1.1270725508438773e-06, + 1.126712504628813e-06, + 1.1262571888437378e-06, + 1.1258118775003823e-06, + 1.1253740694883163e-06, + 1.1248454256929108e-06, + 1.1243226936130668e-06, + 1.1238086017328897e-06, + 1.1232062888666405e-06, + 1.1226126162000583e-06, + 1.1220286069146823e-06, + 1.1214516462132451e-06, + 1.120794991038565e-06, + 1.1201462939425255e-06, + 1.1195041906830738e-06, + 1.1187864856765373e-06, + 1.1180795809195843e-06, + 1.117384613280592e-06, + 1.1166182503075106e-06, + 1.1158657571286312e-06, + 1.115124632633524e-06, + 1.114315637096297e-06, + 1.1135171007481404e-06, + 1.1127303878311068e-06, + 1.1119550435978454e-06, + 1.1111156936749467e-06, + 1.1102885082436842e-06, + 1.1094699630120886e-06, + 1.1085911637565005e-06, + 1.1077246426793863e-06, + 1.1068650564993732e-06, + 1.1059481721531483e-06, + 1.1050435659853974e-06, + 1.1041483958251774e-06, + 1.103198655982851e-06, + 1.1022597163901082e-06, + 1.1013335097231902e-06, + 1.1004175348716672e-06, + 1.0994475587722263e-06, + 1.0984906566591235e-06, + 1.0975476243402227e-06, + 1.0965534329443472e-06, + 1.0955724292216473e-06, + 1.0946062047878513e-06, + 1.093593141376914e-06, + 1.0925948572548805e-06, + 1.0916119208559394e-06, + 1.0906414900091477e-06, + 1.089628540285048e-06, + 1.0886311656577163e-06, + 1.0876461828956963e-06, + 1.0866215234273113e-06, + 1.0856093695110758e-06, + 1.0846158602362266e-06, + 1.0835872217285214e-06, + 1.0825708613992902e-06, + 1.081563027582888e-06, + 1.0805142665049061e-06, + 1.0794777836053981e-06, + 1.0784495998450438e-06, + 1.0774333532026503e-06, + 1.0763736781882471e-06, + 1.0753162769105984e-06, + 1.0742711538114236e-06, + 1.0731804422903224e-06, + 1.0721007583924802e-06, + 1.0710335800467874e-06, + 1.0699296808525105e-06, + 1.068838287210383e-06, + 1.067769517248962e-06, + 1.06671427602123e-06, + 1.0656268614184228e-06, + 1.0645575230228133e-06, + 1.0635035323502962e-06, + 1.0624191872921074e-06, + 1.0613430276862346e-06, + 1.0602784641378094e-06, + 1.0591832051431993e-06, + 1.0580877187749138e-06, + 1.0570039421509136e-06, + 1.0558885605860269e-06, + 1.0547780675551621e-06, + 1.0536795116422581e-06, + 1.052588004313293e-06, + 1.0514690984564368e-06, + 1.0503620160307037e-06, + 1.0492689170860103e-06, + 1.0481497838554787e-06, + 1.0470404276929912e-06, + 1.0459417580932495e-06, + 1.0448181910760468e-06, + 1.0437083801662084e-06, + 1.0426098242533044e-06, + 1.0414853477413999e-06, + 1.0403692840554868e-06, + 1.0392645890533458e-06, + 1.038170466927113e-06, + 1.0370521295044455e-06, + 1.0359450470787124e-06, + 1.034845809044782e-06, + 1.0337242883906583e-06, + 1.0326090205126093e-06, + 1.0315011422790121e-06, + 1.0303717772330856e-06 + ], + "stabilities": [ + NaN, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880163669586182, + 0.9491002559661865, + 1.0, + 0.9083404541015625, + 0.869188666343689, + 1.0, + 0.8213939070701599, + 1.0, + 0.7832063436508179, + 0.7472870349884033, + 1.0, + 0.7562780380249023, + 0.8119465708732605, + 1.0, + 0.9227674603462219, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906336069107056, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985882043838501, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9810656309127808, + 0.99955153465271, + 1.0, + 0.9986456036567688, + 1.0, + 0.9852622151374817, + 0.9914400577545166, + 1.0, + 0.9962458610534668, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980186820030212, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953643679618835, + 1.0, + 0.9949714541435242, + 0.9816336035728455, + 1.0, + 0.9802826046943665, + 0.9779894948005676, + 1.0, + 0.9758557677268982, + 1.0, + 0.9746480584144592, + 0.969081461429596, + 1.0, + 0.9746850728988647, + 0.9772939682006836, + 1.0, + 0.9690820574760437, + 1.0, + 0.981626570224762, + 0.9703545570373535, + 1.0, + 0.990278422832489, + 0.9873816967010498, + 1.0, + 0.988356351852417, + 1.0, + 0.9797583818435669, + 0.9981671571731567, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943479895591736, + 1.0, + 1.0, + 0.995632529258728, + 1.0, + 0.9815464019775391, + 0.9808358550071716, + 1.0, + 0.9822704792022705, + 0.9795492887496948, + 1.0, + 0.9469408392906189, + 1.0, + 0.9727597832679749, + 0.9867516756057739, + 1.0, + 0.9771185517311096, + 0.9937306642532349, + 1.0, + 0.9916596412658691, + 1.0, + 0.9950984120368958, + 1.0, + 1.0, + 0.9756333827972412, + 0.9820572137832642, + 1.0, + 0.9883495569229126, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999689519405365, + 1.0, + 0.9947696924209595, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985095262527466, + 1.0, + 0.9970909953117371, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989030957221985, + 1.0, + 1.0, + 0.997990071773529, + 1.0, + 0.9984397888183594, + 0.9973419308662415, + 1.0, + 0.9982478618621826, + 0.9972626566886902, + 1.0, + 0.9976733326911926, + 1.0, + 0.993618905544281, + 0.9954984188079834, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9907004833221436, + 0.9985545873641968, + 1.0, + 0.9944788217544556, + 0.9964849948883057, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977313280105591, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978803396224976, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0 + ], + "opt_steps": [ + 0.0, + 0.0, + 0.0, + 10240.0, + 10240.0, + 10240.0, + 20480.0, + 20480.0, + 20480.0, + 30720.0, + 30720.0, + 30720.0, + 30720.0, + 40960.0, + 40960.0, + 40960.0, + 51200.0, + 51200.0, + 51200.0, + 61440.0, + 61440.0, + 61440.0, + 71680.0, + 71680.0, + 71680.0, + 71680.0, + 81920.0, + 81920.0, + 81920.0, + 92160.0, + 92160.0, + 92160.0, + 102400.0, + 102400.0, + 102400.0, + 102400.0, + 112640.0, + 112640.0, + 112640.0, + 122880.0, + 122880.0, + 122880.0, + 133120.0, + 133120.0, + 133120.0, + 143360.0, + 143360.0, + 143360.0, + 143360.0, + 153600.0, + 153600.0, + 153600.0, + 163840.0, + 163840.0, + 163840.0, + 174080.0, + 174080.0, + 174080.0, + 184320.0, + 184320.0, + 184320.0, + 184320.0, + 194560.0, + 194560.0, + 194560.0, + 204800.0, + 204800.0, + 204800.0, + 215040.0, + 215040.0, + 215040.0, + 215040.0, + 225280.0, + 225280.0, + 225280.0, + 235520.0, + 235520.0, + 235520.0, + 245760.0, + 245760.0, + 245760.0, + 256000.0, + 256000.0, + 256000.0, + 256000.0, + 266240.0, + 266240.0, + 266240.0, + 276480.0, + 276480.0, + 276480.0, + 286720.0, + 286720.0, + 286720.0, + 286720.0, + 296960.0, + 296960.0, + 296960.0, + 307200.0, + 307200.0, + 307200.0, + 317440.0, + 317440.0, + 317440.0, + 327680.0, + 327680.0, + 327680.0, + 327680.0, + 337920.0, + 337920.0, + 337920.0, + 348160.0, + 348160.0, + 348160.0, + 358400.0, + 358400.0, + 358400.0, + 368640.0, + 368640.0, + 368640.0, + 368640.0, + 378880.0, + 378880.0, + 378880.0, + 389120.0, + 389120.0, + 389120.0, + 399360.0, + 399360.0, + 399360.0, + 399360.0, + 409600.0, + 409600.0, + 409600.0, + 419840.0, + 419840.0, + 419840.0, + 430080.0, + 430080.0, + 430080.0, + 440320.0, + 440320.0, + 440320.0, + 440320.0, + 450560.0, + 450560.0, + 450560.0, + 460800.0, + 460800.0, + 460800.0, + 471040.0, + 471040.0, + 471040.0, + 471040.0, + 481280.0, + 481280.0, + 481280.0, + 491520.0, + 491520.0, + 491520.0, + 501760.0, + 501760.0, + 501760.0, + 512000.0, + 512000.0, + 512000.0, + 512000.0, + 522240.0, + 522240.0, + 522240.0, + 532480.0, + 532480.0, + 532480.0, + 542720.0, + 542720.0, + 542720.0, + 552960.0, + 552960.0, + 552960.0, + 552960.0, + 563200.0, + 563200.0, + 563200.0, + 573440.0, + 573440.0, + 573440.0, + 583680.0, + 583680.0, + 583680.0, + 583680.0, + 593920.0, + 593920.0, + 593920.0, + 604160.0, + 604160.0, + 604160.0, + 614400.0, + 614400.0, + 614400.0, + 624640.0, + 624640.0, + 624640.0, + 624640.0, + 634880.0, + 634880.0, + 634880.0, + 645120.0, + 645120.0, + 645120.0, + 655360.0, + 655360.0, + 655360.0, + 665600.0, + 665600.0, + 665600.0, + 665600.0, + 675840.0, + 675840.0, + 675840.0, + 686080.0, + 686080.0, + 686080.0, + 696320.0, + 696320.0, + 696320.0, + 696320.0, + 706560.0, + 706560.0, + 706560.0, + 716800.0, + 716800.0, + 716800.0, + 727040.0, + 727040.0, + 727040.0, + 737280.0, + 737280.0, + 737280.0, + 737280.0, + 747520.0, + 747520.0, + 747520.0, + 757760.0, + 757760.0, + 757760.0, + 768000.0, + 768000.0, + 768000.0, + 768000.0, + 778240.0, + 778240.0, + 778240.0, + 788480.0, + 788480.0, + 788480.0, + 798720.0, + 798720.0, + 798720.0, + 808960.0, + 808960.0, + 808960.0, + 808960.0, + 819200.0, + 819200.0, + 819200.0, + 829440.0, + 829440.0, + 829440.0, + 839680.0, + 839680.0, + 839680.0, + 849920.0, + 849920.0, + 849920.0, + 849920.0, + 860160.0, + 860160.0, + 860160.0, + 870400.0, + 870400.0, + 870400.0, + 880640.0, + 880640.0, + 880640.0, + 880640.0, + 890880.0, + 890880.0, + 890880.0, + 901120.0, + 901120.0, + 901120.0, + 911360.0, + 911360.0, + 911360.0, + 921600.0, + 921600.0, + 921600.0, + 921600.0, + 931840.0, + 931840.0, + 931840.0, + 942080.0, + 942080.0, + 942080.0, + 952320.0, + 952320.0, + 952320.0, + 952320.0, + 962560.0, + 962560.0, + 962560.0, + 972800.0, + 972800.0, + 972800.0, + 983040.0, + 983040.0, + 983040.0, + 993280.0, + 993280.0, + 993280.0, + 993280.0, + 1003520.0, + 1003520.0, + 1003520.0, + 1013760.0, + 1013760.0, + 1013760.0, + 1024000.0, + 1024000.0, + 1024000.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1044480.0, + 1044480.0, + 1044480.0, + 1054720.0, + 1054720.0, + 1054720.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1075200.0, + 1075200.0, + 1075200.0, + 1085440.0, + 1085440.0, + 1085440.0, + 1095680.0, + 1095680.0, + 1095680.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1116160.0, + 1116160.0, + 1116160.0, + 1126400.0, + 1126400.0, + 1126400.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1146880.0, + 1146880.0, + 1146880.0, + 1157120.0, + 1157120.0, + 1157120.0, + 1167360.0, + 1167360.0, + 1167360.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1187840.0, + 1187840.0, + 1187840.0, + 1198080.0, + 1198080.0, + 1198080.0, + 1208320.0, + 1208320.0, + 1208320.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1228800.0, + 1228800.0, + 1228800.0, + 1239040.0, + 1239040.0, + 1239040.0, + 1249280.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_scalar_eval.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..1cae47294e85b78ce21ec7abc3190cb9f14fa95e --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 139.72555541992188, + "strength": 75.35227966308594, + "max_strength": 146.96902465820312, + "final_strength": 146.96902465820312, + "sample_efficiency": 2.467628803515254e-07, + "training_efficiency": 1.0303716635462479e-06, + "stability": 0.9967225790023804 +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_scalar_train.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..1cae47294e85b78ce21ec7abc3190cb9f14fa95e --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 139.72555541992188, + "strength": 75.35227966308594, + "max_strength": 146.96902465820312, + "final_strength": 146.96902465820312, + "sample_efficiency": 2.467628803515254e-07, + "training_efficiency": 1.0303716635462479e-06, + "stability": 0.9967225790023804 +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_train.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..5f647f798a1035a822d668f1168ea57421f95a66 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_s3_session_metrics_train.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 139.72555541992188, + "strength": 75.35227966308594, + "max_strength": 146.96902465820312, + "final_strength": 146.96902465820312, + "sample_efficiency": 2.467628803515254e-07, + "training_efficiency": 1.0303716635462479e-06, + "stability": 0.9967225790023804 + }, + "local": { + "mean_returns": [ + NaN, + -43.169090270996094, + -43.169090270996094, + -41.18913650512695, + -36.614837646484375, + -36.614837646484375, + -35.11690139770508, + -35.11690139770508, + -32.52328872680664, + -30.67130470275879, + -30.67130470275879, + -25.893192291259766, + -21.00347137451172, + -21.00347137451172, + -15.00610065460205, + -15.00610065460205, + -9.596304893493652, + -3.406593084335327, + -3.406593084335327, + 1.9773454666137695, + 7.797884941101074, + 7.797884941101074, + 12.526561737060547, + 12.526561737060547, + 16.239477157592773, + 19.999496459960938, + 19.999496459960938, + 23.4375057220459, + 26.99479103088379, + 26.99479103088379, + 30.280847549438477, + 30.280847549438477, + 33.98634719848633, + 37.130958557128906, + 37.130958557128906, + 40.55780792236328, + 44.390846252441406, + 44.390846252441406, + 48.00371551513672, + 48.00371551513672, + 51.58125305175781, + 54.73406219482422, + 54.73406219482422, + 56.893707275390625, + 58.892311096191406, + 58.892311096191406, + 59.99441909790039, + 59.99441909790039, + 59.26171875, + 56.186912536621094, + 56.186912536621094, + 50.93168258666992, + 44.11915969848633, + 44.11915969848633, + 36.0342903137207, + 36.0342903137207, + 27.973554611206055, + 20.61433219909668, + 20.61433219909668, + 15.310539245605469, + 12.215580940246582, + 12.215580940246582, + 11.1835298538208, + 11.1835298538208, + 13.581462860107422, + 14.935004234313965, + 14.935004234313965, + 17.62071990966797, + 20.69266700744629, + 20.69266700744629, + 22.69074249267578, + 22.69074249267578, + 24.28117561340332, + 25.182077407836914, + 25.182077407836914, + 26.139427185058594, + 26.190690994262695, + 26.190690994262695, + 26.507482528686523, + 26.507482528686523, + 26.732635498046875, + 26.471500396728516, + 26.471500396728516, + 26.512075424194336, + 26.757061004638672, + 26.757061004638672, + 26.363107681274414, + 26.363107681274414, + 26.405899047851562, + 27.313207626342773, + 27.313207626342773, + 28.79130744934082, + 29.775554656982422, + 29.775554656982422, + 31.053495407104492, + 31.053495407104492, + 32.16046905517578, + 33.10009002685547, + 33.10009002685547, + 32.451637268066406, + 32.43656921386719, + 32.43656921386719, + 32.391082763671875, + 32.391082763671875, + 31.896800994873047, + 31.61394691467285, + 31.61394691467285, + 31.490955352783203, + 32.15555191040039, + 32.15555191040039, + 32.43182373046875, + 32.43182373046875, + 32.5892219543457, + 33.07936096191406, + 33.07936096191406, + 33.73453140258789, + 33.97177505493164, + 33.97177505493164, + 34.222877502441406, + 34.222877502441406, + 34.15279769897461, + 34.48438262939453, + 34.48438262939453, + 34.53791046142578, + 35.028316497802734, + 35.028316497802734, + 35.39354705810547, + 35.39354705810547, + 36.30314636230469, + 36.78751754760742, + 36.78751754760742, + 37.44707107543945, + 38.14912796020508, + 38.14912796020508, + 39.32333755493164, + 39.32333755493164, + 40.86339569091797, + 42.204933166503906, + 42.204933166503906, + 44.92802429199219, + 47.40827178955078, + 47.40827178955078, + 49.79822540283203, + 49.79822540283203, + 52.32258605957031, + 54.0756950378418, + 54.0756950378418, + 55.757652282714844, + 56.19622802734375, + 56.19622802734375, + 55.93040466308594, + 55.93040466308594, + 55.64338684082031, + 54.600345611572266, + 54.600345611572266, + 53.50114822387695, + 52.298309326171875, + 52.298309326171875, + 51.007904052734375, + 51.007904052734375, + 49.6856689453125, + 48.11398696899414, + 48.11398696899414, + 46.866939544677734, + 45.77672576904297, + 45.77672576904297, + 44.325931549072266, + 44.325931549072266, + 43.49043273925781, + 42.1671257019043, + 42.1671257019043, + 41.74604034423828, + 41.20479965209961, + 41.20479965209961, + 40.711666107177734, + 40.711666107177734, + 39.86437225341797, + 39.78920364379883, + 39.78920364379883, + 40.229373931884766, + 40.84577560424805, + 40.84577560424805, + 41.307254791259766, + 41.307254791259766, + 41.976078033447266, + 42.860572814941406, + 42.860572814941406, + 43.341609954833984, + 44.14854049682617, + 44.14854049682617, + 44.69805908203125, + 44.69805908203125, + 46.09556198120117, + 47.768287658691406, + 47.768287658691406, + 49.71543884277344, + 51.974342346191406, + 51.974342346191406, + 53.99227523803711, + 53.99227523803711, + 55.75251007080078, + 58.55176544189453, + 58.55176544189453, + 60.80388259887695, + 60.80388259887695, + 63.654823303222656, + 66.08734893798828, + 66.08734893798828, + 69.6109619140625, + 72.63373565673828, + 72.63373565673828, + 75.609375, + 75.609375, + 78.38267517089844, + 81.48174285888672, + 81.48174285888672, + 83.7138671875, + 85.63739013671875, + 85.63739013671875, + 87.34464263916016, + 87.34464263916016, + 88.96765899658203, + 89.54234313964844, + 89.54234313964844, + 89.0297622680664, + 89.28956604003906, + 89.28956604003906, + 88.89458465576172, + 88.89458465576172, + 87.23298645019531, + 85.53925323486328, + 85.53925323486328, + 84.0023422241211, + 82.26097106933594, + 82.26097106933594, + 77.83539581298828, + 77.83539581298828, + 75.68389129638672, + 74.66600799560547, + 74.66600799560547, + 72.93128967285156, + 72.46686553955078, + 72.46686553955078, + 71.85289764404297, + 71.85289764404297, + 71.49507904052734, + 72.07710266113281, + 72.07710266113281, + 70.2928695678711, + 69.01103210449219, + 69.01103210449219, + 68.19365692138672, + 68.19365692138672, + 68.3070068359375, + 70.95418548583984, + 70.95418548583984, + 73.19485473632812, + 77.89453887939453, + 77.89453887939453, + 82.9131851196289, + 82.9131851196289, + 86.98363494873047, + 92.43508911132812, + 92.43508911132812, + 97.34675598144531, + 102.55006408691406, + 102.55006408691406, + 107.44972229003906, + 107.44972229003906, + 111.7312240600586, + 116.198974609375, + 116.198974609375, + 119.2550277709961, + 122.17620849609375, + 122.17620849609375, + 123.82905578613281, + 123.82905578613281, + 125.56305694580078, + 126.34080505371094, + 126.34080505371094, + 126.94027709960938, + 128.37059020996094, + 128.37059020996094, + 129.0440673828125, + 129.0440673828125, + 129.2740936279297, + 129.758056640625, + 129.758056640625, + 130.66244506835938, + 131.52174377441406, + 131.52174377441406, + 132.04164123535156, + 132.04164123535156, + 132.21531677246094, + 132.79714965820312, + 132.79714965820312, + 133.5690460205078, + 133.5272216796875, + 133.5272216796875, + 132.8228302001953, + 132.8228302001953, + 133.270263671875, + 133.9822540283203, + 133.9822540283203, + 134.8966064453125, + 135.09458923339844, + 135.09458923339844, + 135.6621551513672, + 135.6621551513672, + 136.1763916015625, + 136.95095825195312, + 136.95095825195312, + 137.0110626220703, + 136.80514526367188, + 136.80514526367188, + 136.40383911132812, + 136.40383911132812, + 136.5218048095703, + 136.7764129638672, + 136.7764129638672, + 136.80209350585938, + 136.89520263671875, + 136.89520263671875, + 137.45108032226562, + 137.45108032226562, + 137.4921112060547, + 138.35227966308594, + 138.35227966308594, + 138.41033935546875, + 138.92245483398438, + 138.92245483398438, + 139.27244567871094, + 139.27244567871094, + 139.6518096923828, + 139.97698974609375, + 139.97698974609375, + 139.8221893310547, + 140.09713745117188, + 140.09713745117188, + 139.81324768066406, + 139.81324768066406, + 139.59332275390625, + 139.21922302246094, + 139.21922302246094, + 138.97328186035156, + 138.5897216796875, + 138.5897216796875, + 138.2646026611328, + 138.2646026611328, + 137.375, + 136.75143432617188, + 136.75143432617188, + 137.221435546875, + 137.61842346191406, + 137.61842346191406, + 138.15797424316406, + 138.15797424316406, + 139.0882110595703, + 140.4584197998047, + 140.4584197998047, + 141.8376922607422, + 142.06227111816406, + 142.06227111816406, + 142.45819091796875, + 142.45819091796875, + 141.1227264404297, + 140.91708374023438, + 140.91708374023438, + 140.13272094726562, + 139.63612365722656, + 139.63612365722656, + 140.08348083496094, + 140.08348083496094, + 140.27220153808594, + 141.84938049316406, + 141.84938049316406, + 142.29083251953125, + 143.19931030273438, + 143.19931030273438, + 143.82156372070312, + 143.82156372070312, + 143.8406982421875, + 143.5117645263672, + 143.5117645263672, + 143.7471160888672, + 143.83590698242188, + 143.83590698242188, + 143.52859497070312, + 143.52859497070312, + 143.7691650390625, + 144.1442413330078, + 144.1442413330078, + 144.1962432861328, + 144.32440185546875, + 144.32440185546875, + 144.72361755371094, + 144.72361755371094, + 145.3512725830078, + 145.8217010498047, + 145.8217010498047 + ], + "strengths": [ + NaN, + -42.021766662597656, + -42.021766662597656, + -40.041812896728516, + -35.46751403808594, + -35.46751403808594, + -33.96957778930664, + -33.96957778930664, + -31.375967025756836, + -29.523983001708984, + -29.523983001708984, + -24.74587059020996, + -19.856149673461914, + -19.856149673461914, + -13.85877799987793, + -13.85877799987793, + -8.448982238769531, + -2.259270668029785, + -2.259270668029785, + 3.1246681213378906, + 8.945207595825195, + 8.945207595825195, + 13.673884391784668, + 13.673884391784668, + 17.386798858642578, + 21.146818161010742, + 21.146818161010742, + 24.584827423095703, + 28.142112731933594, + 28.142112731933594, + 31.42816925048828, + 31.42816925048828, + 35.133670806884766, + 38.278282165527344, + 38.278282165527344, + 41.70513153076172, + 45.538169860839844, + 45.538169860839844, + 49.151039123535156, + 49.151039123535156, + 52.72857666015625, + 55.881385803222656, + 55.881385803222656, + 58.04103088378906, + 60.039634704589844, + 60.039634704589844, + 61.14174270629883, + 61.14174270629883, + 60.40904235839844, + 57.33423614501953, + 57.33423614501953, + 52.07900619506836, + 45.266483306884766, + 45.266483306884766, + 37.18161392211914, + 37.18161392211914, + 29.12087631225586, + 21.761653900146484, + 21.761653900146484, + 16.457860946655273, + 13.362903594970703, + 13.362903594970703, + 12.330852508544922, + 12.330852508544922, + 14.728785514831543, + 16.082326889038086, + 16.082326889038086, + 18.768041610717773, + 21.839988708496094, + 21.839988708496094, + 23.838064193725586, + 23.838064193725586, + 25.428497314453125, + 26.32939910888672, + 26.32939910888672, + 27.2867488861084, + 27.3380126953125, + 27.3380126953125, + 27.654804229736328, + 27.654804229736328, + 27.87995719909668, + 27.61882209777832, + 27.61882209777832, + 27.65939712524414, + 27.904382705688477, + 27.904382705688477, + 27.51042938232422, + 27.51042938232422, + 27.553220748901367, + 28.460529327392578, + 28.460529327392578, + 29.938629150390625, + 30.922876358032227, + 30.922876358032227, + 32.2008171081543, + 32.2008171081543, + 33.30779266357422, + 34.247413635253906, + 34.247413635253906, + 33.598960876464844, + 33.583892822265625, + 33.583892822265625, + 33.53840637207031, + 33.53840637207031, + 33.044124603271484, + 32.761268615722656, + 32.761268615722656, + 32.63827896118164, + 33.30287551879883, + 33.30287551879883, + 33.57914733886719, + 33.57914733886719, + 33.73654556274414, + 34.2266845703125, + 34.2266845703125, + 34.88185501098633, + 35.11909866333008, + 35.11909866333008, + 35.370201110839844, + 35.370201110839844, + 35.30012130737305, + 35.63170623779297, + 35.63170623779297, + 35.68523406982422, + 36.17564010620117, + 36.17564010620117, + 36.540870666503906, + 36.540870666503906, + 37.450469970703125, + 37.93484115600586, + 37.93484115600586, + 38.59439468383789, + 39.296451568603516, + 39.296451568603516, + 40.47066116333008, + 40.47066116333008, + 42.010719299316406, + 43.352256774902344, + 43.352256774902344, + 46.075347900390625, + 48.55559539794922, + 48.55559539794922, + 50.94554901123047, + 50.94554901123047, + 53.46990966796875, + 55.223018646240234, + 55.223018646240234, + 56.90497589111328, + 57.34355163574219, + 57.34355163574219, + 57.077728271484375, + 57.077728271484375, + 56.79071044921875, + 55.7476692199707, + 55.7476692199707, + 54.64847183227539, + 53.44563293457031, + 53.44563293457031, + 52.15522766113281, + 52.15522766113281, + 50.83299255371094, + 49.26131057739258, + 49.26131057739258, + 48.01426315307617, + 46.924049377441406, + 46.924049377441406, + 45.4732551574707, + 45.4732551574707, + 44.63775634765625, + 43.314449310302734, + 43.314449310302734, + 42.89336395263672, + 42.35212326049805, + 42.35212326049805, + 41.85898971557617, + 41.85898971557617, + 41.011695861816406, + 40.936527252197266, + 40.936527252197266, + 41.3766975402832, + 41.993099212646484, + 41.993099212646484, + 42.4545783996582, + 42.4545783996582, + 43.1234016418457, + 44.007896423339844, + 44.007896423339844, + 44.48893356323242, + 45.29586410522461, + 45.29586410522461, + 45.84538269042969, + 45.84538269042969, + 47.24288558959961, + 48.915611267089844, + 48.915611267089844, + 50.862762451171875, + 53.121665954589844, + 53.121665954589844, + 55.13959884643555, + 55.13959884643555, + 56.89983367919922, + 59.69908905029297, + 59.69908905029297, + 61.95120620727539, + 61.95120620727539, + 64.8021469116211, + 67.23467254638672, + 67.23467254638672, + 70.75828552246094, + 73.78105926513672, + 73.78105926513672, + 76.75669860839844, + 76.75669860839844, + 79.52999877929688, + 82.62906646728516, + 82.62906646728516, + 84.86119079589844, + 86.78471374511719, + 86.78471374511719, + 88.4919662475586, + 88.4919662475586, + 90.11498260498047, + 90.68966674804688, + 90.68966674804688, + 90.17708587646484, + 90.4368896484375, + 90.4368896484375, + 90.04190826416016, + 90.04190826416016, + 88.38031005859375, + 86.68657684326172, + 86.68657684326172, + 85.14966583251953, + 83.40829467773438, + 83.40829467773438, + 78.98271942138672, + 78.98271942138672, + 76.83121490478516, + 75.8133316040039, + 75.8133316040039, + 74.07861328125, + 73.61418914794922, + 73.61418914794922, + 73.0002212524414, + 73.0002212524414, + 72.64240264892578, + 73.22442626953125, + 73.22442626953125, + 71.44019317626953, + 70.15835571289062, + 70.15835571289062, + 69.34098052978516, + 69.34098052978516, + 69.45433044433594, + 72.10150909423828, + 72.10150909423828, + 74.34217834472656, + 79.04186248779297, + 79.04186248779297, + 84.06050872802734, + 84.06050872802734, + 88.1309585571289, + 93.58241271972656, + 93.58241271972656, + 98.49407958984375, + 103.6973876953125, + 103.6973876953125, + 108.5970458984375, + 108.5970458984375, + 112.87854766845703, + 117.34629821777344, + 117.34629821777344, + 120.40235137939453, + 123.32353210449219, + 123.32353210449219, + 124.97637939453125, + 124.97637939453125, + 126.71038055419922, + 127.48812866210938, + 127.48812866210938, + 128.0876007080078, + 129.51791381835938, + 129.51791381835938, + 130.19139099121094, + 130.19139099121094, + 130.42141723632812, + 130.90538024902344, + 130.90538024902344, + 131.8097686767578, + 132.6690673828125, + 132.6690673828125, + 133.18896484375, + 133.18896484375, + 133.36264038085938, + 133.94447326660156, + 133.94447326660156, + 134.71636962890625, + 134.67454528808594, + 134.67454528808594, + 133.97015380859375, + 133.97015380859375, + 134.41758728027344, + 135.12957763671875, + 135.12957763671875, + 136.04393005371094, + 136.24191284179688, + 136.24191284179688, + 136.80947875976562, + 136.80947875976562, + 137.32371520996094, + 138.09828186035156, + 138.09828186035156, + 138.15838623046875, + 137.9524688720703, + 137.9524688720703, + 137.55116271972656, + 137.55116271972656, + 137.66912841796875, + 137.92373657226562, + 137.92373657226562, + 137.9494171142578, + 138.0425262451172, + 138.0425262451172, + 138.59840393066406, + 138.59840393066406, + 138.63943481445312, + 139.49960327148438, + 139.49960327148438, + 139.5576629638672, + 140.0697784423828, + 140.0697784423828, + 140.41976928710938, + 140.41976928710938, + 140.79913330078125, + 141.1243133544922, + 141.1243133544922, + 140.96951293945312, + 141.2444610595703, + 141.2444610595703, + 140.9605712890625, + 140.9605712890625, + 140.7406463623047, + 140.36654663085938, + 140.36654663085938, + 140.12060546875, + 139.73704528808594, + 139.73704528808594, + 139.41192626953125, + 139.41192626953125, + 138.52232360839844, + 137.8987579345703, + 137.8987579345703, + 138.36875915527344, + 138.7657470703125, + 138.7657470703125, + 139.3052978515625, + 139.3052978515625, + 140.23553466796875, + 141.60574340820312, + 141.60574340820312, + 142.98501586914062, + 143.2095947265625, + 143.2095947265625, + 143.6055145263672, + 143.6055145263672, + 142.27005004882812, + 142.0644073486328, + 142.0644073486328, + 141.28004455566406, + 140.783447265625, + 140.783447265625, + 141.23080444335938, + 141.23080444335938, + 141.41952514648438, + 142.9967041015625, + 142.9967041015625, + 143.4381561279297, + 144.3466339111328, + 144.3466339111328, + 144.96888732910156, + 144.96888732910156, + 144.98802185058594, + 144.65908813476562, + 144.65908813476562, + 144.89443969726562, + 144.9832305908203, + 144.9832305908203, + 144.67591857910156, + 144.67591857910156, + 144.91648864746094, + 145.29156494140625, + 145.29156494140625, + 145.34356689453125, + 145.4717254638672, + 145.4717254638672, + 145.87094116210938, + 145.87094116210938, + 146.49859619140625, + 146.96902465820312, + 146.96902465820312 + ], + "sample_efficiencies": [ + NaN, + 5.0000002374872565e-05, + 4.166666622040793e-05, + 3.6288402043282986e-05, + 3.266760177211836e-05, + 2.9757580705336295e-05, + 2.746240352280438e-05, + 2.5529532649670728e-05, + 2.3992537535377778e-05, + 2.271693665534258e-05, + 2.1578527594101615e-05, + 2.0711724573629908e-05, + 2.0062165276613086e-05, + 1.9448229068075307e-05, + 1.9037906895391643e-05, + 1.8640150301507674e-05, + 1.840273034758866e-05, + 1.8339116650167853e-05, + 1.827468804549426e-05, + 1.836577030189801e-05, + 1.8638338588061742e-05, + 1.892647924250923e-05, + 1.9396815332584083e-05, + 1.9904553482774645e-05, + 2.0608589693438262e-05, + 2.1562418623943813e-05, + 2.2639944290858693e-05, + 2.407841748208739e-05, + 2.602825225039851e-05, + 2.8397129426593892e-05, + 3.1718434911454096e-05, + 3.6064768210053444e-05, + 4.28273415309377e-05, + 5.4277057643048465e-05, + 7.498088962165639e-05, + 0.0001314106775680557, + 0.0008804913959465921, + -0.00017949692846741527, + -7.64806245570071e-05, + -4.793997504748404e-05, + -3.3865846489788964e-05, + -2.558576306910254e-05, + -2.0395455067045987e-05, + -1.672597682045307e-05, + -1.400816563545959e-05, + -1.1978264410572592e-05, + -1.038043228618335e-05, + -9.112263796851039e-06, + -8.093472388281953e-06, + -7.28821487427922e-06, + -6.604848749702796e-06, + -6.068508810130879e-06, + -5.656171197188087e-06, + -5.2861932999803685e-06, + -5.009820142731769e-06, + -4.755360805575037e-06, + -4.569887551042484e-06, + -4.438672476680949e-06, + -4.3134136831213254e-06, + -4.222458301228471e-06, + -4.150951099290978e-06, + -4.081486622453667e-06, + -4.019137577415677e-06, + -3.958415163651807e-06, + -3.887902039423352e-06, + -3.8132682220748393e-06, + -3.7409763535833918e-06, + -3.659406957012834e-06, + -3.5680247947311727e-06, + -3.480218538243207e-06, + -3.3882138268381823e-06, + -3.2999694212776376e-06, + -3.209729129594052e-06, + -3.1202582704281667e-06, + -3.034576820937218e-06, + -2.9495336093532387e-06, + -2.8679289698629873e-06, + -2.7897140171262436e-06, + -2.7138401037518634e-06, + -2.641043465700932e-06, + -2.5705921871121973e-06, + -2.5035481030499795e-06, + -2.4390899397985777e-06, + -2.376989641561522e-06, + -2.316693780812784e-06, + -2.2586382328881882e-06, + -2.2034846551832743e-06, + -2.15029558603419e-06, + -2.0988957203371683e-06, + -2.0476700228755362e-06, + -1.99824535229709e-06, + -1.948096496562357e-06, + -1.8981752418767428e-06, + -1.8500616079109022e-06, + -1.801779603738396e-06, + -1.7552569033796317e-06, + -1.708888703433331e-06, + -1.6629716128591099e-06, + -1.6187443634407828e-06, + -1.5769155652378686e-06, + -1.5365752688012435e-06, + -1.497633434155432e-06, + -1.4600735767089645e-06, + -1.4237795085136895e-06, + -1.3892019978811732e-06, + -1.3560274965129793e-06, + -1.323907213190978e-06, + -1.2929100421388284e-06, + -1.2622675740203704e-06, + -1.2325771194809931e-06, + -1.2035627605655463e-06, + -1.1754349316106527e-06, + -1.1480302646305063e-06, + -1.1210656793991802e-06, + -1.094910203391919e-06, + -1.0690508815969224e-06, + -1.0437937589813373e-06, + -1.0192850368184736e-06, + -9.953266726370202e-07, + -9.720668003865285e-07, + -9.495219615018868e-07, + -9.274160674976883e-07, + -9.059380658982263e-07, + -8.850325343701115e-07, + -8.644332751828188e-07, + -8.444082482128579e-07, + -8.247415053119767e-07, + -8.056164233494201e-07, + -7.865551765462442e-07, + -7.677824100937869e-07, + -7.495272598134761e-07, + -7.314653203138732e-07, + -7.135830628612894e-07, + -6.961935810068098e-07, + -6.787792585782881e-07, + -6.618471957153815e-07, + -6.447604050663358e-07, + -6.276284238992957e-07, + -6.10984329796338e-07, + -5.938063054600207e-07, + -5.762473165304982e-07, + -5.592216894001467e-07, + -5.419058197730919e-07, + -5.251258698990569e-07, + -5.080647724753362e-07, + -4.910077109343547e-07, + -4.7449719886571984e-07, + -4.580296035783249e-07, + -4.419698029778374e-07, + -4.2642318476282526e-07, + -4.1143644580188266e-07, + -3.9691587971901754e-07, + -3.829118497833406e-07, + -3.6957825955141743e-07, + -3.566381678865582e-07, + -3.44320653766772e-07, + -3.3261360954384145e-07, + -3.2123017490448547e-07, + -3.104226777850272e-07, + -2.999025241479103e-07, + -2.8991638600928127e-07, + -2.8048330591445847e-07, + -2.712833691020933e-07, + -2.625339163842e-07, + -2.541849255521811e-07, + -2.460296570916398e-07, + -2.383063133493124e-07, + -2.3075520516613324e-07, + -2.2350575079599366e-07, + -2.1662187066340266e-07, + -2.0988268545352184e-07, + -2.0334785233444563e-07, + -1.970277310192614e-07, + -1.9083566371591587e-07, + -1.8483842723071575e-07, + -1.789601498103366e-07, + -1.7331356616523408e-07, + -1.6778602685008082e-07, + -1.6236442945682938e-07, + -1.5698937261277024e-07, + -1.5163907107762498e-07, + -1.463915850763442e-07, + -1.4118823798980884e-07, + -1.3608458004910062e-07, + -1.3099992202114663e-07, + -1.2591127074301767e-07, + -1.2092121437490277e-07, + -1.1597420979114759e-07, + -1.1103544750312722e-07, + -1.0619289980695612e-07, + -1.0138699479966817e-07, + -9.667453326756004e-08, + -9.19134208743344e-08, + -8.708206422625153e-08, + -8.234781745386499e-08, + -7.752501574032067e-08, + -7.259296097572587e-08, + -6.776478045367185e-08, + -6.285965525876236e-08, + -5.805962288718547e-08, + -5.321313878425826e-08, + -4.8240632821716645e-08, + -4.3379433378731846e-08, + -3.8448700223625565e-08, + -3.3630158213782124e-08, + -2.870586435221867e-08, + -2.3717378283549806e-08, + -1.8847618576955938e-08, + -1.384629211287347e-08, + -8.760974168353641e-09, + -3.803296344528917e-09, + 1.2237528768110906e-09, + 6.122453655166282e-09, + 1.1067666783048935e-08, + 1.6070535124868002e-08, + 2.094088991100307e-08, + 2.5809921311292783e-08, + 3.065542486524464e-08, + 3.5370472772910944e-08, + 4.0048828253702595e-08, + 4.46012009547303e-08, + 4.911229112281035e-08, + 5.352967491489835e-08, + 5.7828493993383745e-08, + 6.198938962143075e-08, + 6.605228719536171e-08, + 7.000874546747582e-08, + 7.38456193971615e-08, + 7.75836994648671e-08, + 8.115963368027224e-08, + 8.457986666599027e-08, + 8.791624850346125e-08, + 9.111417398344202e-08, + 9.417244228870914e-08, + 9.715918025676729e-08, + 9.992297833605335e-08, + 1.0262537841754238e-07, + 1.0519664073171953e-07, + 1.0767941205358511e-07, + 1.1010941136646579e-07, + 1.1243400876992382e-07, + 1.1469626315374626e-07, + 1.1691205514807734e-07, + 1.1906454489007956e-07, + 1.2117342862438818e-07, + 1.2322969666911376e-07, + 1.25260783079284e-07, + 1.2725108433642163e-07, + 1.2915438674099278e-07, + 1.3098714646275766e-07, + 1.3278454957799113e-07, + 1.3452701352889562e-07, + 1.3623633776660427e-07, + 1.3791597552881285e-07, + 1.3962622347207798e-07, + 1.413033743347114e-07, + 1.4299894246505573e-07, + 1.4476553644726664e-07, + 1.4649606328021036e-07, + 1.482982128209187e-07, + 1.5006220621671673e-07, + 1.5187197277555242e-07, + 1.5375103146197944e-07, + 1.5558767074708157e-07, + 1.5747640702556964e-07, + 1.5941787978590582e-07, + 1.6131274094277614e-07, + 1.6324889884344884e-07, + 1.651374361699709e-07, + 1.670516383001086e-07, + 1.689909794322375e-07, + 1.7088053994029906e-07, + 1.7276930464049656e-07, + 1.7465329449350975e-07, + 1.7648781636125932e-07, + 1.782981229325742e-07, + 1.800608941948667e-07, + 1.818011270415809e-07, + 1.835059180166354e-07, + 1.8516585953420872e-07, + 1.86789876011062e-07, + 1.8838888138361654e-07, + 1.8994587946963293e-07, + 1.9146992258356477e-07, + 1.9295409003916575e-07, + 1.9440209086951654e-07, + 1.9581760568598838e-07, + 1.9719631438874785e-07, + 1.9854850563660875e-07, + 1.998741083752975e-07, + 2.0116526400215662e-07, + 2.0242784160018346e-07, + 2.0365767738894647e-07, + 2.0485731511143968e-07, + 2.0603104644578707e-07, + 2.0717448023788165e-07, + 2.0829482139106403e-07, + 2.0938593081609724e-07, + 2.1044893117050378e-07, + 2.1147926076992007e-07, + 2.124832576555491e-07, + 2.1346484402329224e-07, + 2.1442639308588696e-07, + 2.1536332894811494e-07, + 2.1628244439853006e-07, + 2.1717924880704231e-07, + 2.1805304584177065e-07, + 2.1890798507229192e-07, + 2.197409685322782e-07, + 2.20555563146263e-07, + 2.2135365895792347e-07, + 2.221311490302469e-07, + 2.228889002253709e-07, + 2.23625988837739e-07, + 2.2434407753735286e-07, + 2.2504160313019383e-07, + 2.2572115199182008e-07, + 2.2638370467120694e-07, + 2.2703032698245806e-07, + 2.2766019469599996e-07, + 2.2827386203516653e-07, + 2.2887195427756524e-07, + 2.2945447142319608e-07, + 2.3002411353445495e-07, + 2.3057882003740815e-07, + 2.3111911673368013e-07, + 2.3164844265011197e-07, + 2.3216374245293991e-07, + 2.3266557036549784e-07, + 2.331558306423176e-07, + 2.336329458785258e-07, + 2.3409842242472223e-07, + 2.3455133657535043e-07, + 2.349931804701555e-07, + 2.354239541091374e-07, + 2.3584296116041514e-07, + 2.362500168828774e-07, + 2.3664659920541453e-07, + 2.370321681155474e-07, + 2.3740624044421565e-07, + 2.3776979674039467e-07, + 2.3812258120869956e-07, + 2.3846445174058317e-07, + 2.3879658783698687e-07, + 2.391186342265428e-07, + 2.3943053406583203e-07, + 2.397333958015224e-07, + 2.400267362645536e-07, + 2.40311436527918e-07, + 2.4058596181930625e-07, + 2.4085107952487306e-07, + 2.4110823915179935e-07, + 2.413584354599152e-07, + 2.416016684492206e-07, + 2.418373412638175e-07, + 2.420665623503737e-07, + 2.422884790576063e-07, + 2.425047114229528e-07, + 2.427159415674396e-07, + 2.4292023681482533e-07, + 2.431195866847702e-07, + 2.4331251324838377e-07, + 2.434987607102812e-07, + 2.4367903961319826e-07, + 2.4385289520978404e-07, + 2.440189632579859e-07, + 2.441787216866942e-07, + 2.4433256839984097e-07, + 2.444798212763999e-07, + 2.4462093506372184e-07, + 2.4475656346112373e-07, + 2.4488718963766587e-07, + 2.4501252937625395e-07, + 2.451328100505634e-07, + 2.452492822158092e-07, + 2.453606953167764e-07, + 2.4546747567910643e-07, + 2.455699927850219e-07, + 2.456677066220436e-07, + 2.457610719375225e-07, + 2.458497760926548e-07, + 2.459339327742782e-07, + 2.4601339987384563e-07, + 2.460885468735796e-07, + 2.461594590386085e-07, + 2.462262500557699e-07, + 2.4628889150335453e-07, + 2.463473549596529e-07, + 2.464018677983404e-07, + 2.4645257212796423e-07, + 2.464995816353621e-07, + 2.465428394771152e-07, + 2.4658243091835175e-07, + 2.4661844122420007e-07, + 2.466508988163696e-07, + 2.4667994580340746e-07, + 2.467056106070231e-07, + 2.467280069140543e-07, + 2.4674716314621037e-07, + 2.4676305088178196e-07 + ], + "training_efficiencies": [ + NaN, + NaN, + NaN, + 3.151325654471293e-05, + 4.621639527613297e-05, + 5.5571541452081874e-05, + 5.457118822960183e-05, + 5.3829287935514e-05, + 5.3296163969207555e-05, + 5.140506982570514e-05, + 4.9829966883407906e-05, + 4.869925032835454e-05, + 4.789364174939692e-05, + 4.67778772872407e-05, + 4.6059940359555185e-05, + 4.538666325970553e-05, + 4.490550054470077e-05, + 4.4779855670640245e-05, + 4.465544770937413e-05, + 4.485016688704491e-05, + 4.5422682887874544e-05, + 4.601860564434901e-05, + 4.705317769548856e-05, + 4.815672946278937e-05, + 4.967089989804663e-05, + 5.170347139937803e-05, + 5.4086533054942265e-05, + 5.72458011447452e-05, + 6.15025928709656e-05, + 6.678959471173584e-05, + 7.417061715386808e-05, + 8.379554492421448e-05, + 9.895039693219587e-05, + 0.00012455177784431726, + 0.00017076953372452408, + 0.00029660091968253255, + 0.0019711500499397516, + -0.00039823236875236034, + -0.000167875608894974, + -0.00010427086090203375, + -7.286775507964194e-05, + -5.436309947981499e-05, + -4.2856994696194306e-05, + -3.470336378086358e-05, + -2.864825182768982e-05, + -2.4179567844839767e-05, + -2.06505210371688e-05, + -1.783962215995416e-05, + -1.5572861229884438e-05, + -1.3811058124701958e-05, + -1.2309597877901979e-05, + -1.112596601160476e-05, + -1.0232930435449816e-05, + -9.427909390069544e-06, + -8.823709322314244e-06, + -8.278201676148456e-06, + -7.878672477090731e-06, + -7.594662747578695e-06, + -7.328770607273327e-06, + -7.134784482332179e-06, + -6.981566457398003e-06, + -6.832040980953025e-06, + -6.700366611767095e-06, + -6.571557150891749e-06, + -6.421324997063493e-06, + -6.265177944442257e-06, + -6.113286417530617e-06, + -5.941179551882669e-06, + -5.7517231653037015e-06, + -5.568925644183764e-06, + -5.376599801820703e-06, + -5.1913793868152425e-06, + -5.005283128411975e-06, + -4.82002451462904e-06, + -4.6418936108238995e-06, + -4.468149654712761e-06, + -4.30076033808291e-06, + -4.139681095693959e-06, + -3.9861070035840385e-06, + -3.838173597614514e-06, + -3.694435463330592e-06, + -3.5599848615675e-06, + -3.4302083804504946e-06, + -3.3046849239326548e-06, + -3.1823283279663883e-06, + -3.0665614758618176e-06, + -2.956149728561286e-06, + -2.84925499727251e-06, + -2.747736743913265e-06, + -2.6461691504664486e-06, + -2.547792291807127e-06, + -2.4496871446899604e-06, + -2.3516497549280757e-06, + -2.2567974156118e-06, + -2.1612456748698605e-06, + -2.070788241326227e-06, + -1.980283968805452e-06, + -1.8903147065429948e-06, + -1.8051796359941363e-06, + -1.7243505681108218e-06, + -1.6460975302834413e-06, + -1.5718904933237354e-06, + -1.500040866631025e-06, + -1.4303449233921128e-06, + -1.3651221024701954e-06, + -1.3023048950344673e-06, + -1.2412493788360734e-06, + -1.18210243726935e-06, + -1.1246895610383945e-06, + -1.0688468137232121e-06, + -1.0140660151591874e-06, + -9.619229786039796e-07, + -9.109259622164245e-07, + -8.605557582086476e-07, + -8.125875865516718e-07, + -7.649809390386508e-07, + -7.183048182923812e-07, + -6.738428623975778e-07, + -6.302128099378024e-07, + -5.876926252312842e-07, + -5.463217007672938e-07, + -5.065168693363375e-07, + -4.6769449113526207e-07, + -4.2976236613867513e-07, + -3.9309188082370383e-07, + -3.573071865048405e-07, + -3.2202811439674406e-07, + -2.883739966819121e-07, + -2.5470382070125197e-07, + -2.2141600197755906e-07, + -1.8892193054398376e-07, + -1.5739874470455106e-07, + -1.260690964954847e-07, + -9.548584500862489e-08, + -6.546273567664684e-08, + -3.615861743355708e-08, + -6.472592684048095e-09, + 2.269728049952846e-08, + 5.1146308521765604e-08, + 8.062163914246412e-08, + 1.1013919731794886e-07, + 1.3887179761695734e-07, + 1.682085297716185e-07, + 1.9674892826060386e-07, + 2.2515706632475485e-07, + 2.536709757805511e-07, + 2.813810056068178e-07, + 3.0842329579172656e-07, + 3.3490181294837384e-07, + 3.606376992593141e-07, + 3.8489790199491836e-07, + 4.084992610842164e-07, + 4.3135426608387206e-07, + 4.5320456365516293e-07, + 4.73921517141207e-07, + 4.937235189572675e-07, + 5.126223072693392e-07, + 5.305651598064287e-07, + 5.476715045915626e-07, + 5.643930762744276e-07, + 5.798825100100657e-07, + 5.94575965351396e-07, + 6.089669568609679e-07, + 6.223156105988892e-07, + 6.351074830490688e-07, + 6.476557814494299e-07, + 6.595901709260943e-07, + 6.709614694955235e-07, + 6.819252007517207e-07, + 6.923806381564646e-07, + 7.02350689607556e-07, + 7.120598866094952e-07, + 7.214904940155975e-07, + 7.304854534595506e-07, + 7.392350198642816e-07, + 7.478479346900713e-07, + 7.558981565125578e-07, + 7.638126362508046e-07, + 7.716089953646588e-07, + 7.79371816861385e-07, + 7.868843567848671e-07, + 7.942844035824237e-07, + 8.016539823074709e-07, + 8.086774414550746e-07, + 8.157050501722551e-07, + 8.227688113038312e-07, + 8.294947519971174e-07, + 8.361917025467847e-07, + 8.429066724602308e-07, + 8.495196084368217e-07, + 8.558858439755568e-07, + 8.62155616232485e-07, + 8.685179864187376e-07, + 8.747755373406108e-07, + 8.809342944005039e-07, + 8.87235955815413e-07, + 8.93476453711628e-07, + 8.996126439342333e-07, + 9.058743444256834e-07, + 9.118016350839753e-07, + 9.178130540021812e-07, + 9.240085887540772e-07, + 9.300927104050061e-07, + 9.360531976199127e-07, + 9.419044886271877e-07, + 9.479114737587224e-07, + 9.537809546600329e-07, + 9.595371466275537e-07, + 9.654762607169687e-07, + 9.712917972137802e-07, + 9.769878488441464e-07, + 9.82790652415133e-07, + 9.882265885607922e-07, + 9.937402865034528e-07, + 9.993449339162908e-07, + 1.0048274816654157e-06, + 1.0100829967996106e-06, + 1.0153387393074809e-06, + 1.0204780664935242e-06, + 1.0253561413264833e-06, + 1.03012655472412e-06, + 1.0348775276725064e-06, + 1.0393163165645092e-06, + 1.04365790321026e-06, + 1.047881823978969e-06, + 1.0520275282033253e-06, + 1.0558657095316448e-06, + 1.0596073707347387e-06, + 1.0632718385750195e-06, + 1.0665937679732451e-06, + 1.0697880270527094e-06, + 1.0729207815529662e-06, + 1.0757556765383924e-06, + 1.078481432159606e-06, + 1.0811581887537614e-06, + 1.0834870636244887e-06, + 1.0857768302230397e-06, + 1.0879678029596107e-06, + 1.0900949973802199e-06, + 1.0920427939709043e-06, + 1.093916580430232e-06, + 1.095750576496357e-06, + 1.097422114071378e-06, + 1.0990553391820868e-06, + 1.1006648037437117e-06, + 1.1021162436009035e-06, + 1.1035583611374022e-06, + 1.1049799013562733e-06, + 1.1063472129535512e-06, + 1.1075558177253697e-06, + 1.108748165279394e-06, + 1.1099109542556107e-06, + 1.1109491424576845e-06, + 1.1119755072286353e-06, + 1.113026769417047e-06, + 1.113955477194395e-06, + 1.114899987442186e-06, + 1.1158901997987414e-06, + 1.1167526281496976e-06, + 1.117656211135909e-06, + 1.1185462653884315e-06, + 1.1194651960977353e-06, + 1.1202982932445593e-06, + 1.1211177479708567e-06, + 1.12196585178026e-06, + 1.1227093636989594e-06, + 1.1234398016313207e-06, + 1.1241911579418229e-06, + 1.1247956308579887e-06, + 1.1254124956394662e-06, + 1.1260416385994176e-06, + 1.1265223065493046e-06, + 1.1270061577306478e-06, + 1.1274921689619077e-06, + 1.1279687441856368e-06, + 1.1283058256594813e-06, + 1.1286365406704135e-06, + 1.1289652093182667e-06, + 1.1291576811345294e-06, + 1.1293464012851473e-06, + 1.1295322792648221e-06, + 1.1295895774310338e-06, + 1.1296457387288683e-06, + 1.1297012179056765e-06, + 1.1297555602141074e-06, + 1.129688371293014e-06, + 1.1296220918666222e-06, + 1.1295570629954454e-06, + 1.1293769830444944e-06, + 1.1291989494566224e-06, + 1.1290242127870442e-06, + 1.1287403367532534e-06, + 1.1284614629403222e-06, + 1.1281872502877377e-06, + 1.1278099236733397e-06, + 1.1274390772086917e-06, + 1.1270725508438773e-06, + 1.126712504628813e-06, + 1.1262571888437378e-06, + 1.1258118775003823e-06, + 1.1253740694883163e-06, + 1.1248454256929108e-06, + 1.1243226936130668e-06, + 1.1238086017328897e-06, + 1.1232062888666405e-06, + 1.1226126162000583e-06, + 1.1220286069146823e-06, + 1.1214516462132451e-06, + 1.120794991038565e-06, + 1.1201462939425255e-06, + 1.1195041906830738e-06, + 1.1187864856765373e-06, + 1.1180795809195843e-06, + 1.117384613280592e-06, + 1.1166182503075106e-06, + 1.1158657571286312e-06, + 1.115124632633524e-06, + 1.114315637096297e-06, + 1.1135171007481404e-06, + 1.1127303878311068e-06, + 1.1119550435978454e-06, + 1.1111156936749467e-06, + 1.1102885082436842e-06, + 1.1094699630120886e-06, + 1.1085911637565005e-06, + 1.1077246426793863e-06, + 1.1068650564993732e-06, + 1.1059481721531483e-06, + 1.1050435659853974e-06, + 1.1041483958251774e-06, + 1.103198655982851e-06, + 1.1022597163901082e-06, + 1.1013335097231902e-06, + 1.1004175348716672e-06, + 1.0994475587722263e-06, + 1.0984906566591235e-06, + 1.0975476243402227e-06, + 1.0965534329443472e-06, + 1.0955724292216473e-06, + 1.0946062047878513e-06, + 1.093593141376914e-06, + 1.0925948572548805e-06, + 1.0916119208559394e-06, + 1.0906414900091477e-06, + 1.089628540285048e-06, + 1.0886311656577163e-06, + 1.0876461828956963e-06, + 1.0866215234273113e-06, + 1.0856093695110758e-06, + 1.0846158602362266e-06, + 1.0835872217285214e-06, + 1.0825708613992902e-06, + 1.081563027582888e-06, + 1.0805142665049061e-06, + 1.0794777836053981e-06, + 1.0784495998450438e-06, + 1.0774333532026503e-06, + 1.0763736781882471e-06, + 1.0753162769105984e-06, + 1.0742711538114236e-06, + 1.0731804422903224e-06, + 1.0721007583924802e-06, + 1.0710335800467874e-06, + 1.0699296808525105e-06, + 1.068838287210383e-06, + 1.067769517248962e-06, + 1.06671427602123e-06, + 1.0656268614184228e-06, + 1.0645575230228133e-06, + 1.0635035323502962e-06, + 1.0624191872921074e-06, + 1.0613430276862346e-06, + 1.0602784641378094e-06, + 1.0591832051431993e-06, + 1.0580877187749138e-06, + 1.0570039421509136e-06, + 1.0558885605860269e-06, + 1.0547780675551621e-06, + 1.0536795116422581e-06, + 1.052588004313293e-06, + 1.0514690984564368e-06, + 1.0503620160307037e-06, + 1.0492689170860103e-06, + 1.0481497838554787e-06, + 1.0470404276929912e-06, + 1.0459417580932495e-06, + 1.0448181910760468e-06, + 1.0437083801662084e-06, + 1.0426098242533044e-06, + 1.0414853477413999e-06, + 1.0403692840554868e-06, + 1.0392645890533458e-06, + 1.038170466927113e-06, + 1.0370521295044455e-06, + 1.0359450470787124e-06, + 1.034845809044782e-06, + 1.0337242883906583e-06, + 1.0326090205126093e-06, + 1.0315011422790121e-06, + 1.0303717772330856e-06 + ], + "stabilities": [ + NaN, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880163669586182, + 0.9491002559661865, + 1.0, + 0.9083404541015625, + 0.869188666343689, + 1.0, + 0.8213939070701599, + 1.0, + 0.7832063436508179, + 0.7472870349884033, + 1.0, + 0.7562780380249023, + 0.8119465708732605, + 1.0, + 0.9227674603462219, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906336069107056, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985882043838501, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9810656309127808, + 0.99955153465271, + 1.0, + 0.9986456036567688, + 1.0, + 0.9852622151374817, + 0.9914400577545166, + 1.0, + 0.9962458610534668, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980186820030212, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953643679618835, + 1.0, + 0.9949714541435242, + 0.9816336035728455, + 1.0, + 0.9802826046943665, + 0.9779894948005676, + 1.0, + 0.9758557677268982, + 1.0, + 0.9746480584144592, + 0.969081461429596, + 1.0, + 0.9746850728988647, + 0.9772939682006836, + 1.0, + 0.9690820574760437, + 1.0, + 0.981626570224762, + 0.9703545570373535, + 1.0, + 0.990278422832489, + 0.9873816967010498, + 1.0, + 0.988356351852417, + 1.0, + 0.9797583818435669, + 0.9981671571731567, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943479895591736, + 1.0, + 1.0, + 0.995632529258728, + 1.0, + 0.9815464019775391, + 0.9808358550071716, + 1.0, + 0.9822704792022705, + 0.9795492887496948, + 1.0, + 0.9469408392906189, + 1.0, + 0.9727597832679749, + 0.9867516756057739, + 1.0, + 0.9771185517311096, + 0.9937306642532349, + 1.0, + 0.9916596412658691, + 1.0, + 0.9950984120368958, + 1.0, + 1.0, + 0.9756333827972412, + 0.9820572137832642, + 1.0, + 0.9883495569229126, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999689519405365, + 1.0, + 0.9947696924209595, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985095262527466, + 1.0, + 0.9970909953117371, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989030957221985, + 1.0, + 1.0, + 0.997990071773529, + 1.0, + 0.9984397888183594, + 0.9973419308662415, + 1.0, + 0.9982478618621826, + 0.9972626566886902, + 1.0, + 0.9976733326911926, + 1.0, + 0.993618905544281, + 0.9954984188079834, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9907004833221436, + 0.9985545873641968, + 1.0, + 0.9944788217544556, + 0.9964849948883057, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977313280105591, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978803396224976, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0 + ], + "opt_steps": [ + 0.0, + 0.0, + 0.0, + 10240.0, + 10240.0, + 10240.0, + 20480.0, + 20480.0, + 20480.0, + 30720.0, + 30720.0, + 30720.0, + 30720.0, + 40960.0, + 40960.0, + 40960.0, + 51200.0, + 51200.0, + 51200.0, + 61440.0, + 61440.0, + 61440.0, + 71680.0, + 71680.0, + 71680.0, + 71680.0, + 81920.0, + 81920.0, + 81920.0, + 92160.0, + 92160.0, + 92160.0, + 102400.0, + 102400.0, + 102400.0, + 102400.0, + 112640.0, + 112640.0, + 112640.0, + 122880.0, + 122880.0, + 122880.0, + 133120.0, + 133120.0, + 133120.0, + 143360.0, + 143360.0, + 143360.0, + 143360.0, + 153600.0, + 153600.0, + 153600.0, + 163840.0, + 163840.0, + 163840.0, + 174080.0, + 174080.0, + 174080.0, + 184320.0, + 184320.0, + 184320.0, + 184320.0, + 194560.0, + 194560.0, + 194560.0, + 204800.0, + 204800.0, + 204800.0, + 215040.0, + 215040.0, + 215040.0, + 215040.0, + 225280.0, + 225280.0, + 225280.0, + 235520.0, + 235520.0, + 235520.0, + 245760.0, + 245760.0, + 245760.0, + 256000.0, + 256000.0, + 256000.0, + 256000.0, + 266240.0, + 266240.0, + 266240.0, + 276480.0, + 276480.0, + 276480.0, + 286720.0, + 286720.0, + 286720.0, + 286720.0, + 296960.0, + 296960.0, + 296960.0, + 307200.0, + 307200.0, + 307200.0, + 317440.0, + 317440.0, + 317440.0, + 327680.0, + 327680.0, + 327680.0, + 327680.0, + 337920.0, + 337920.0, + 337920.0, + 348160.0, + 348160.0, + 348160.0, + 358400.0, + 358400.0, + 358400.0, + 368640.0, + 368640.0, + 368640.0, + 368640.0, + 378880.0, + 378880.0, + 378880.0, + 389120.0, + 389120.0, + 389120.0, + 399360.0, + 399360.0, + 399360.0, + 399360.0, + 409600.0, + 409600.0, + 409600.0, + 419840.0, + 419840.0, + 419840.0, + 430080.0, + 430080.0, + 430080.0, + 440320.0, + 440320.0, + 440320.0, + 440320.0, + 450560.0, + 450560.0, + 450560.0, + 460800.0, + 460800.0, + 460800.0, + 471040.0, + 471040.0, + 471040.0, + 471040.0, + 481280.0, + 481280.0, + 481280.0, + 491520.0, + 491520.0, + 491520.0, + 501760.0, + 501760.0, + 501760.0, + 512000.0, + 512000.0, + 512000.0, + 512000.0, + 522240.0, + 522240.0, + 522240.0, + 532480.0, + 532480.0, + 532480.0, + 542720.0, + 542720.0, + 542720.0, + 552960.0, + 552960.0, + 552960.0, + 552960.0, + 563200.0, + 563200.0, + 563200.0, + 573440.0, + 573440.0, + 573440.0, + 583680.0, + 583680.0, + 583680.0, + 583680.0, + 593920.0, + 593920.0, + 593920.0, + 604160.0, + 604160.0, + 604160.0, + 614400.0, + 614400.0, + 614400.0, + 624640.0, + 624640.0, + 624640.0, + 624640.0, + 634880.0, + 634880.0, + 634880.0, + 645120.0, + 645120.0, + 645120.0, + 655360.0, + 655360.0, + 655360.0, + 665600.0, + 665600.0, + 665600.0, + 665600.0, + 675840.0, + 675840.0, + 675840.0, + 686080.0, + 686080.0, + 686080.0, + 696320.0, + 696320.0, + 696320.0, + 696320.0, + 706560.0, + 706560.0, + 706560.0, + 716800.0, + 716800.0, + 716800.0, + 727040.0, + 727040.0, + 727040.0, + 737280.0, + 737280.0, + 737280.0, + 737280.0, + 747520.0, + 747520.0, + 747520.0, + 757760.0, + 757760.0, + 757760.0, + 768000.0, + 768000.0, + 768000.0, + 768000.0, + 778240.0, + 778240.0, + 778240.0, + 788480.0, + 788480.0, + 788480.0, + 798720.0, + 798720.0, + 798720.0, + 808960.0, + 808960.0, + 808960.0, + 808960.0, + 819200.0, + 819200.0, + 819200.0, + 829440.0, + 829440.0, + 829440.0, + 839680.0, + 839680.0, + 839680.0, + 849920.0, + 849920.0, + 849920.0, + 849920.0, + 860160.0, + 860160.0, + 860160.0, + 870400.0, + 870400.0, + 870400.0, + 880640.0, + 880640.0, + 880640.0, + 880640.0, + 890880.0, + 890880.0, + 890880.0, + 901120.0, + 901120.0, + 901120.0, + 911360.0, + 911360.0, + 911360.0, + 921600.0, + 921600.0, + 921600.0, + 921600.0, + 931840.0, + 931840.0, + 931840.0, + 942080.0, + 942080.0, + 942080.0, + 952320.0, + 952320.0, + 952320.0, + 952320.0, + 962560.0, + 962560.0, + 962560.0, + 972800.0, + 972800.0, + 972800.0, + 983040.0, + 983040.0, + 983040.0, + 993280.0, + 993280.0, + 993280.0, + 993280.0, + 1003520.0, + 1003520.0, + 1003520.0, + 1013760.0, + 1013760.0, + 1013760.0, + 1024000.0, + 1024000.0, + 1024000.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1044480.0, + 1044480.0, + 1044480.0, + 1054720.0, + 1054720.0, + 1054720.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1075200.0, + 1075200.0, + 1075200.0, + 1085440.0, + 1085440.0, + 1085440.0, + 1095680.0, + 1095680.0, + 1095680.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1116160.0, + 1116160.0, + 1116160.0, + 1126400.0, + 1126400.0, + 1126400.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1146880.0, + 1146880.0, + 1146880.0, + 1157120.0, + 1157120.0, + 1157120.0, + 1167360.0, + 1167360.0, + 1167360.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1187840.0, + 1187840.0, + 1187840.0, + 1198080.0, + 1198080.0, + 1198080.0, + 1208320.0, + 1208320.0, + 1208320.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1228800.0, + 1228800.0, + 1228800.0, + 1239040.0, + 1239040.0, + 1239040.0, + 1249280.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_trial_metrics.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_trial_metrics.json new file mode 100644 index 0000000000000000000000000000000000000000..d92f43cbb44bfd6d0ff7420a1f314241419b700b --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_trial_metrics.json @@ -0,0 +1,9267 @@ +{ + "scalar": { + "frame": 4000000.0, + "total_reward_ma": 229.31100463867188, + "strength": 160.15972900390625, + "max_strength": 238.74957275390625, + "final_strength": 235.2596435546875, + "sample_efficiency": 5.119730417391111e-07, + "training_efficiency": 1.7032331243171939e-06, + "stability": 0.998376727104187, + "consistency": -0.28187763690948486 + }, + "local": { + "mean_returns": [ + [ + NaN, + 23.77413558959961, + 23.77413558959961, + 28.7083683013916, + 24.048067092895508, + 24.048067092895508, + 23.132265090942383, + 23.132265090942383, + 23.39411163330078, + 23.29899024963379, + 23.29899024963379, + 23.368587493896484, + 22.819622039794922, + 22.819622039794922, + 23.834054946899414, + 23.834054946899414, + 25.14122772216797, + 24.94792366027832, + 24.94792366027832, + 24.77754020690918, + 24.969362258911133, + 24.969362258911133, + 24.315704345703125, + 24.315704345703125, + 24.220821380615234, + 24.013948440551758, + 24.013948440551758, + 24.019075393676758, + 23.89438819885254, + 23.89438819885254, + 23.955522537231445, + 23.955522537231445, + 23.77259063720703, + 23.823394775390625, + 23.823394775390625, + 23.690044403076172, + 23.52558708190918, + 23.52558708190918, + 23.521190643310547, + 23.521190643310547, + 23.421852111816406, + 23.271574020385742, + 23.271574020385742, + 23.208765029907227, + 23.120094299316406, + 23.120094299316406, + 23.017099380493164, + 23.017099380493164, + 22.912431716918945, + 22.834653854370117, + 22.834653854370117, + 22.713964462280273, + 22.666500091552734, + 22.666500091552734, + 22.78982925415039, + 22.78982925415039, + 22.895727157592773, + 23.021867752075195, + 23.021867752075195, + 23.08018684387207, + 23.331172943115234, + 23.331172943115234, + 23.27912712097168, + 23.27912712097168, + 23.036848068237305, + 22.979827880859375, + 22.979827880859375, + 22.90532112121582, + 22.862531661987305, + 22.862531661987305, + 22.681814193725586, + 22.681814193725586, + 22.68306541442871, + 22.754680633544922, + 22.754680633544922, + 22.901378631591797, + 22.894311904907227, + 22.894311904907227, + 23.02117156982422, + 23.02117156982422, + 23.161243438720703, + 23.097715377807617, + 23.097715377807617, + 23.24555778503418, + 23.18065071105957, + 23.18065071105957, + 23.327760696411133, + 23.327760696411133, + 23.471263885498047, + 23.628860473632812, + 23.628860473632812, + 23.933713912963867, + 23.991899490356445, + 23.991899490356445, + 24.13573455810547, + 24.13573455810547, + 24.472803115844727, + 24.61953353881836, + 24.61953353881836, + 24.810182571411133, + 25.13666343688965, + 25.13666343688965, + 25.44420623779297, + 25.44420623779297, + 25.560258865356445, + 25.719579696655273, + 25.719579696655273, + 26.28536605834961, + 26.623437881469727, + 26.623437881469727, + 26.802154541015625, + 26.802154541015625, + 26.793785095214844, + 27.062807083129883, + 27.062807083129883, + 27.020687103271484, + 26.756296157836914, + 26.756296157836914, + 27.36915397644043, + 27.36915397644043, + 26.936227798461914, + 27.14849853515625, + 27.14849853515625, + 26.987810134887695, + 26.53087043762207, + 26.53087043762207, + 26.5036563873291, + 26.5036563873291, + 25.923826217651367, + 25.966279983520508, + 25.966279983520508, + 25.881591796875, + 27.71791648864746, + 27.71791648864746, + 29.269670486450195, + 29.269670486450195, + 31.00672149658203, + 31.874399185180664, + 31.874399185180664, + 33.803165435791016, + 35.52499008178711, + 35.52499008178711, + 37.291561126708984, + 37.291561126708984, + 39.64519500732422, + 40.716285705566406, + 40.716285705566406, + 41.13536071777344, + 43.650177001953125, + 43.650177001953125, + 44.052528381347656, + 44.052528381347656, + 45.441810607910156, + 45.94099426269531, + 45.94099426269531, + 48.90274429321289, + 52.24528121948242, + 52.24528121948242, + 54.140769958496094, + 54.140769958496094, + 59.07595443725586, + 63.21261978149414, + 63.21261978149414, + 67.97892761230469, + 78.37034606933594, + 78.37034606933594, + 88.94906616210938, + 88.94906616210938, + 103.31735229492188, + 116.44859313964844, + 116.44859313964844, + 131.07656860351562, + 143.2747802734375, + 143.2747802734375, + 152.4605255126953, + 152.4605255126953, + 162.37806701660156, + 168.17173767089844, + 168.17173767089844, + 173.26634216308594, + 172.9055938720703, + 172.9055938720703, + 176.23976135253906, + 176.23976135253906, + 182.1592559814453, + 184.1727752685547, + 184.1727752685547, + 186.0646209716797, + 189.8922119140625, + 189.8922119140625, + 199.34530639648438, + 199.34530639648438, + 203.97772216796875, + 208.61199951171875, + 208.61199951171875, + 213.49984741210938, + 218.38819885253906, + 218.38819885253906, + 221.4918975830078, + 221.4918975830078, + 225.01051330566406, + 228.0695037841797, + 228.0695037841797, + 230.9476776123047, + 230.9476776123047, + 234.07449340820312, + 238.18458557128906, + 238.18458557128906, + 242.00079345703125, + 245.54486083984375, + 245.54486083984375, + 248.5518035888672, + 248.5518035888672, + 251.53128051757812, + 254.8483123779297, + 254.8483123779297, + 256.23150634765625, + 258.7546081542969, + 258.7546081542969, + 260.7413024902344, + 260.7413024902344, + 263.2939147949219, + 266.5238342285156, + 266.5238342285156, + 268.7978210449219, + 270.73699951171875, + 270.73699951171875, + 272.0379943847656, + 272.0379943847656, + 274.2588806152344, + 275.67340087890625, + 275.67340087890625, + 276.41387939453125, + 277.44146728515625, + 277.44146728515625, + 279.2657165527344, + 279.2657165527344, + 280.2401123046875, + 280.8711242675781, + 280.8711242675781, + 281.7841796875, + 282.09613037109375, + 282.09613037109375, + 283.2536315917969, + 283.2536315917969, + 283.57269287109375, + 284.95635986328125, + 284.95635986328125, + 286.5316467285156, + 287.9192810058594, + 287.9192810058594, + 289.7570495605469, + 289.7570495605469, + 291.3209228515625, + 292.6843566894531, + 292.6843566894531, + 293.9537658691406, + 294.2919006347656, + 294.2919006347656, + 295.22344970703125, + 295.22344970703125, + 295.76513671875, + 295.792236328125, + 295.792236328125, + 295.7155456542969, + 296.966796875, + 296.966796875, + 297.0567321777344, + 297.0567321777344, + 296.81256103515625, + 297.25982666015625, + 297.25982666015625, + 298.02691650390625, + 298.1764221191406, + 298.1764221191406, + 298.9746398925781, + 298.9746398925781, + 298.67633056640625, + 298.7475280761719, + 298.7475280761719, + 298.59466552734375, + 297.89697265625, + 297.89697265625, + 298.2052307128906, + 298.2052307128906, + 297.7168273925781, + 298.0727844238281, + 298.0727844238281, + 298.3227233886719, + 298.76318359375, + 298.76318359375, + 299.7413024902344, + 299.7413024902344, + 300.1618347167969, + 301.01300048828125, + 301.01300048828125, + 301.1228942871094, + 301.37255859375, + 301.37255859375, + 301.3475036621094, + 301.3475036621094, + 301.464111328125, + 301.4494934082031, + 301.4494934082031, + 301.2733154296875, + 301.2502136230469, + 301.2502136230469, + 301.6000671386719, + 301.6000671386719, + 301.7747802734375, + 301.5966491699219, + 301.5966491699219, + 301.27880859375, + 301.5530090332031, + 301.5530090332031, + 301.8211669921875, + 301.8211669921875, + 301.7656555175781, + 301.6022644042969, + 301.6022644042969, + 302.2004089355469, + 302.3342590332031, + 302.3342590332031, + 302.3658447265625, + 302.3658447265625, + 302.1810607910156, + 302.3542175292969, + 302.3542175292969, + 302.6085205078125, + 302.65240478515625, + 302.65240478515625, + 302.76263427734375, + 302.76263427734375, + 303.3739929199219, + 303.90142822265625, + 303.90142822265625, + 303.900146484375, + 304.21673583984375, + 304.21673583984375, + 304.7467956542969, + 304.7467956542969, + 305.5934753417969, + 306.0897521972656, + 306.0897521972656, + 306.24298095703125, + 306.69158935546875, + 306.69158935546875, + 307.2469787597656, + 307.2469787597656, + 307.52716064453125, + 307.1739501953125, + 307.1739501953125, + 306.98297119140625, + 306.8774108886719, + 306.8774108886719, + 306.79681396484375, + 306.79681396484375, + 306.8306884765625, + 306.5035705566406, + 306.5035705566406, + 306.52215576171875, + 306.5880432128906, + 306.5880432128906, + 306.8975830078125, + 306.8975830078125, + 306.9065246582031, + 307.2354431152344, + 307.2354431152344, + 307.6551513671875, + 307.9577331542969, + 307.9577331542969, + 308.5044860839844, + 308.5044860839844, + 308.5780334472656, + 309.1141052246094, + 309.1141052246094, + 309.2331237792969, + 309.5426940917969, + 309.5426940917969, + 309.6596374511719, + 309.6596374511719, + 309.4455871582031, + 309.61138916015625, + 309.61138916015625, + 310.0031433105469, + 310.29443359375, + 310.29443359375, + 310.8750915527344, + 310.8750915527344, + 310.9376220703125, + 311.1029968261719, + 311.1029968261719, + 311.9643859863281, + 312.451416015625, + 312.451416015625, + 313.27484130859375, + 313.27484130859375, + 313.8346252441406, + 314.79443359375, + 314.79443359375 + ], + [ + NaN, + -0.7098650336265564, + -0.7098650336265564, + 1.4215441942214966, + 4.418219566345215, + 4.418219566345215, + 5.382528305053711, + 5.382528305053711, + 12.331089973449707, + 18.70879364013672, + 18.70879364013672, + 28.163564682006836, + 40.765899658203125, + 40.765899658203125, + 52.946136474609375, + 52.946136474609375, + 64.34185791015625, + 70.11705017089844, + 70.11705017089844, + 73.16647338867188, + 74.1817398071289, + 74.1817398071289, + 73.26847076416016, + 73.26847076416016, + 70.6121826171875, + 68.25863647460938, + 68.25863647460938, + 66.5626449584961, + 66.25214385986328, + 66.25214385986328, + 65.31083679199219, + 65.31083679199219, + 65.70396423339844, + 66.07797241210938, + 66.07797241210938, + 67.11466217041016, + 67.87484741210938, + 67.87484741210938, + 68.66364288330078, + 68.66364288330078, + 69.88604736328125, + 71.60331726074219, + 71.60331726074219, + 73.02827453613281, + 74.5853042602539, + 74.5853042602539, + 76.16014862060547, + 76.16014862060547, + 79.21295166015625, + 82.34442138671875, + 82.34442138671875, + 84.70170593261719, + 88.46685028076172, + 88.46685028076172, + 92.471923828125, + 92.471923828125, + 96.80071258544922, + 103.18641662597656, + 103.18641662597656, + 108.26520538330078, + 113.54032135009766, + 113.54032135009766, + 115.6317367553711, + 115.6317367553711, + 124.6404800415039, + 132.7427978515625, + 132.7427978515625, + 141.8968963623047, + 152.830322265625, + 152.830322265625, + 166.6092529296875, + 166.6092529296875, + 181.45559692382812, + 194.42007446289062, + 194.42007446289062, + 205.51768493652344, + 217.65341186523438, + 217.65341186523438, + 225.33837890625, + 225.33837890625, + 234.5493621826172, + 241.8513946533203, + 241.8513946533203, + 248.7880096435547, + 254.63003540039062, + 254.63003540039062, + 259.8890380859375, + 259.8890380859375, + 265.9961242675781, + 270.465087890625, + 270.465087890625, + 275.1269836425781, + 278.7137756347656, + 278.7137756347656, + 281.4293518066406, + 281.4293518066406, + 284.5260009765625, + 287.5584716796875, + 287.5584716796875, + 290.66302490234375, + 293.8425598144531, + 293.8425598144531, + 296.86920166015625, + 296.86920166015625, + 300.2402648925781, + 302.9674072265625, + 302.9674072265625, + 305.0524597167969, + 306.12628173828125, + 306.12628173828125, + 307.77239990234375, + 307.77239990234375, + 308.09649658203125, + 309.1073303222656, + 309.1073303222656, + 309.60009765625, + 310.9682922363281, + 310.9682922363281, + 312.08367919921875, + 312.08367919921875, + 313.1270751953125, + 314.64703369140625, + 314.64703369140625, + 315.8571472167969, + 317.4275207519531, + 317.4275207519531, + 319.0516662597656, + 319.0516662597656, + 320.36529541015625, + 322.28240966796875, + 322.28240966796875, + 323.403076171875, + 324.8409729003906, + 324.8409729003906, + 326.0687255859375, + 326.0687255859375, + 327.3021240234375, + 328.06787109375, + 328.06787109375, + 328.2460632324219, + 328.2482604980469, + 328.2482604980469, + 328.5909423828125, + 328.5909423828125, + 328.5828857421875, + 328.48828125, + 328.48828125, + 328.59674072265625, + 329.25335693359375, + 329.25335693359375, + 329.8808288574219, + 329.8808288574219, + 330.5023193359375, + 331.29254150390625, + 331.29254150390625, + 331.64398193359375, + 332.25946044921875, + 332.25946044921875, + 332.45513916015625, + 332.45513916015625, + 333.0864562988281, + 333.15472412109375, + 333.15472412109375, + 333.53778076171875, + 334.21734619140625, + 334.21734619140625, + 334.7316589355469, + 334.7316589355469, + 335.4998474121094, + 336.073486328125, + 336.073486328125, + 336.818359375, + 337.4019775390625, + 337.4019775390625, + 337.8197021484375, + 337.8197021484375, + 337.900390625, + 338.10699462890625, + 338.10699462890625, + 338.0628662109375, + 338.2812194824219, + 338.2812194824219, + 338.3047180175781, + 338.3047180175781, + 338.1488342285156, + 338.38409423828125, + 338.38409423828125, + 338.689697265625, + 338.98822021484375, + 338.98822021484375, + 339.0125427246094, + 339.0125427246094, + 339.00543212890625, + 339.66253662109375, + 339.66253662109375, + 339.9595947265625, + 340.2132568359375, + 340.2132568359375, + 340.7290344238281, + 340.7290344238281, + 341.0474548339844, + 341.4096984863281, + 341.4096984863281, + 341.54022216796875, + 341.54022216796875, + 341.32257080078125, + 341.4568176269531, + 341.4568176269531, + 341.42510986328125, + 341.29510498046875, + 341.29510498046875, + 341.1709899902344, + 341.1709899902344, + 340.683349609375, + 340.5250244140625, + 340.5250244140625, + 340.2210388183594, + 339.6890563964844, + 339.6890563964844, + 339.2460021972656, + 339.2460021972656, + 339.28826904296875, + 339.250732421875, + 339.250732421875, + 339.47357177734375, + 339.5296630859375, + 339.5296630859375, + 339.45513916015625, + 339.45513916015625, + 339.6934509277344, + 339.91162109375, + 339.91162109375, + 340.1515197753906, + 340.5528869628906, + 340.5528869628906, + 340.69244384765625, + 340.69244384765625, + 341.367919921875, + 341.89617919921875, + 341.89617919921875, + 341.89666748046875, + 341.60919189453125, + 341.60919189453125, + 341.603759765625, + 341.603759765625, + 341.74853515625, + 341.4519958496094, + 341.4519958496094, + 341.78680419921875, + 341.63177490234375, + 341.63177490234375, + 341.6571044921875, + 341.6571044921875, + 341.7095642089844, + 341.59130859375, + 341.59130859375, + 341.8916320800781, + 341.64593505859375, + 341.64593505859375, + 341.8463439941406, + 341.8463439941406, + 342.0600280761719, + 342.1314697265625, + 342.1314697265625, + 342.08819580078125, + 342.02264404296875, + 342.02264404296875, + 342.3357238769531, + 342.3357238769531, + 342.0712585449219, + 341.7427978515625, + 341.7427978515625, + 341.7707214355469, + 341.7955322265625, + 341.7955322265625, + 341.75958251953125, + 341.75958251953125, + 341.9213562011719, + 342.0145263671875, + 342.0145263671875, + 342.0538330078125, + 342.25189208984375, + 342.25189208984375, + 341.81549072265625, + 341.81549072265625, + 341.5287780761719, + 341.3123779296875, + 341.3123779296875, + 340.9200439453125, + 340.678466796875, + 340.678466796875, + 340.27105712890625, + 340.27105712890625, + 340.1900634765625, + 340.010498046875, + 340.010498046875, + 339.7341613769531, + 339.7576904296875, + 339.7576904296875, + 339.51251220703125, + 339.51251220703125, + 339.4878845214844, + 339.538330078125, + 339.538330078125, + 339.64532470703125, + 339.7938537597656, + 339.7938537597656, + 339.87738037109375, + 339.87738037109375, + 340.22174072265625, + 340.5367736816406, + 340.5367736816406, + 340.7784118652344, + 340.8219299316406, + 340.8219299316406, + 341.0010986328125, + 341.0010986328125, + 340.9455871582031, + 340.68487548828125, + 340.68487548828125, + 340.3178405761719, + 339.9554748535156, + 339.9554748535156, + 339.62109375, + 339.62109375, + 339.35565185546875, + 339.0733337402344, + 339.0733337402344, + 339.0928039550781, + 339.25677490234375, + 339.25677490234375, + 339.4140319824219, + 339.4140319824219, + 339.6145324707031, + 339.3934020996094, + 339.3934020996094, + 339.52630615234375, + 339.28887939453125, + 339.28887939453125, + 339.2761535644531, + 339.2761535644531, + 339.1354675292969, + 338.9110412597656, + 338.9110412597656, + 338.93634033203125, + 339.02197265625, + 339.02197265625, + 339.230712890625, + 339.230712890625, + 339.2418518066406, + 339.3597717285156, + 339.3597717285156, + 339.31005859375, + 339.6124267578125, + 339.6124267578125, + 339.64190673828125, + 339.64190673828125, + 339.78216552734375, + 339.1628112792969, + 339.1628112792969, + 338.72943115234375, + 338.79656982421875, + 338.79656982421875, + 338.7374267578125, + 338.7374267578125, + 338.545166015625, + 338.282470703125, + 338.282470703125, + 338.5404357910156, + 338.6578063964844, + 338.6578063964844, + 338.4619140625, + 338.4619140625, + 338.0614013671875, + 337.7840881347656, + 337.7840881347656, + 337.2478942871094, + 336.8516540527344, + 336.8516540527344, + 336.443603515625, + 336.443603515625, + 336.34344482421875, + 336.26824951171875, + 336.26824951171875, + 336.26446533203125, + 336.0728759765625, + 336.0728759765625, + 336.1363220214844, + 336.1363220214844, + 336.019287109375, + 335.8840637207031, + 335.8840637207031, + 335.7924499511719, + 335.5749206542969, + 335.5749206542969, + 335.3301086425781, + 335.3301086425781, + 335.06591796875, + 334.93243408203125, + 334.93243408203125 + ], + [ + NaN, + 14.388321876525879, + 14.388321876525879, + 12.336468696594238, + 14.427814483642578, + 14.427814483642578, + 14.766175270080566, + 14.766175270080566, + 16.018613815307617, + 16.749176025390625, + 16.749176025390625, + 18.164743423461914, + 20.420948028564453, + 20.420948028564453, + 22.184240341186523, + 22.184240341186523, + 23.03789520263672, + 24.303667068481445, + 24.303667068481445, + 25.461475372314453, + 26.70208740234375, + 26.70208740234375, + 27.812496185302734, + 27.812496185302734, + 29.46497917175293, + 31.284414291381836, + 31.284414291381836, + 33.469200134277344, + 35.6933479309082, + 35.6933479309082, + 37.54254150390625, + 37.54254150390625, + 38.89077377319336, + 40.000553131103516, + 40.000553131103516, + 41.83846664428711, + 42.54754638671875, + 42.54754638671875, + 43.300079345703125, + 43.300079345703125, + 44.13613510131836, + 44.68486022949219, + 44.68486022949219, + 45.83867263793945, + 45.93032455444336, + 45.93032455444336, + 46.36139678955078, + 46.36139678955078, + 47.21796417236328, + 47.35062026977539, + 47.35062026977539, + 48.037139892578125, + 48.42939758300781, + 48.42939758300781, + 49.108192443847656, + 49.108192443847656, + 49.90159606933594, + 50.40326690673828, + 50.40326690673828, + 50.75984573364258, + 51.34945297241211, + 51.34945297241211, + 51.89506149291992, + 51.89506149291992, + 52.644439697265625, + 53.391822814941406, + 53.391822814941406, + 54.24574279785156, + 54.995243072509766, + 54.995243072509766, + 56.1143798828125, + 56.1143798828125, + 56.184326171875, + 57.55896759033203, + 57.55896759033203, + 58.02968978881836, + 59.26155090332031, + 59.26155090332031, + 60.07686996459961, + 60.07686996459961, + 60.45320129394531, + 61.829994201660156, + 61.829994201660156, + 62.69597244262695, + 63.6866569519043, + 63.6866569519043, + 64.96005249023438, + 64.96005249023438, + 66.23021697998047, + 68.20451354980469, + 68.20451354980469, + 70.85240936279297, + 74.54043579101562, + 74.54043579101562, + 77.24239349365234, + 77.24239349365234, + 82.1731948852539, + 87.6451187133789, + 87.6451187133789, + 93.0803451538086, + 97.57474517822266, + 97.57474517822266, + 102.01109313964844, + 102.01109313964844, + 106.10370635986328, + 109.03887939453125, + 109.03887939453125, + 110.68132781982422, + 113.54633331298828, + 113.54633331298828, + 115.94540405273438, + 115.94540405273438, + 117.63175964355469, + 119.80656433105469, + 119.80656433105469, + 121.54438781738281, + 122.26207733154297, + 122.26207733154297, + 122.83547973632812, + 122.83547973632812, + 123.3155746459961, + 123.63825225830078, + 123.63825225830078, + 122.9366683959961, + 123.55389404296875, + 123.55389404296875, + 123.79426574707031, + 123.79426574707031, + 124.3906478881836, + 124.41778564453125, + 124.41778564453125, + 124.95496368408203, + 123.04920959472656, + 123.04920959472656, + 121.3104476928711, + 121.3104476928711, + 117.78831481933594, + 114.80382537841797, + 114.80382537841797, + 109.50605773925781, + 103.6719970703125, + 103.6719970703125, + 98.23583984375, + 98.23583984375, + 93.57171630859375, + 89.90403747558594, + 89.90403747558594, + 86.82035064697266, + 85.46928405761719, + 85.46928405761719, + 84.98440551757812, + 84.98440551757812, + 85.0429458618164, + 84.55242156982422, + 84.55242156982422, + 86.65495300292969, + 88.0793228149414, + 88.0793228149414, + 89.7103271484375, + 89.7103271484375, + 91.01622772216797, + 93.73084259033203, + 93.73084259033203, + 95.73641204833984, + 97.64579772949219, + 97.64579772949219, + 99.53205108642578, + 99.53205108642578, + 103.17681884765625, + 105.41654205322266, + 105.41654205322266, + 107.96701049804688, + 110.29456329345703, + 110.29456329345703, + 113.07109832763672, + 113.07109832763672, + 115.10460662841797, + 116.48560333251953, + 116.48560333251953, + 119.56007385253906, + 122.05284118652344, + 122.05284118652344, + 124.55252075195312, + 124.55252075195312, + 126.4002456665039, + 128.22657775878906, + 128.22657775878906, + 129.00445556640625, + 128.9153594970703, + 128.9153594970703, + 129.13003540039062, + 129.13003540039062, + 130.15267944335938, + 131.04896545410156, + 131.04896545410156, + 131.1063690185547, + 131.387451171875, + 131.387451171875, + 131.66384887695312, + 131.66384887695312, + 132.3863983154297, + 132.25074768066406, + 132.25074768066406, + 132.20774841308594, + 132.20774841308594, + 132.4501190185547, + 133.04873657226562, + 133.04873657226562, + 134.33656311035156, + 134.99542236328125, + 134.99542236328125, + 135.42738342285156, + 135.42738342285156, + 135.23318481445312, + 134.37774658203125, + 134.37774658203125, + 133.20408630371094, + 130.75840759277344, + 130.75840759277344, + 128.4498291015625, + 128.4498291015625, + 126.12754821777344, + 123.76233673095703, + 123.76233673095703, + 121.70648193359375, + 119.50678253173828, + 119.50678253173828, + 116.62408447265625, + 116.62408447265625, + 114.7620849609375, + 113.5270767211914, + 113.5270767211914, + 112.11666107177734, + 110.75827026367188, + 110.75827026367188, + 110.43338012695312, + 110.43338012695312, + 111.28561401367188, + 112.07035827636719, + 112.07035827636719, + 113.36089324951172, + 113.73150634765625, + 113.73150634765625, + 115.37276458740234, + 115.37276458740234, + 117.8689193725586, + 120.7214584350586, + 120.7214584350586, + 123.4837646484375, + 126.09910583496094, + 126.09910583496094, + 130.40293884277344, + 130.40293884277344, + 134.33631896972656, + 137.68487548828125, + 137.68487548828125, + 139.83099365234375, + 141.3698272705078, + 141.3698272705078, + 142.68911743164062, + 142.68911743164062, + 143.12232971191406, + 143.30323791503906, + 143.30323791503906, + 143.94163513183594, + 144.96749877929688, + 144.96749877929688, + 146.2097625732422, + 146.2097625732422, + 146.46018981933594, + 146.8419647216797, + 146.8419647216797, + 147.161376953125, + 147.4571075439453, + 147.4571075439453, + 147.071533203125, + 147.071533203125, + 146.5475616455078, + 145.8539581298828, + 145.8539581298828, + 145.1780242919922, + 144.83737182617188, + 144.83737182617188, + 142.99154663085938, + 142.99154663085938, + 141.64418029785156, + 138.61228942871094, + 138.61228942871094, + 135.0924072265625, + 131.7356414794922, + 131.7356414794922, + 127.41280364990234, + 127.41280364990234, + 124.83584594726562, + 122.592529296875, + 122.592529296875, + 122.0009994506836, + 122.51824951171875, + 122.51824951171875, + 123.13148498535156, + 123.13148498535156, + 124.83665466308594, + 126.74152374267578, + 126.74152374267578, + 126.92645263671875, + 127.1167221069336, + 127.1167221069336, + 127.39090728759766, + 127.39090728759766, + 127.8287124633789, + 128.7467498779297, + 128.7467498779297, + 127.89717864990234, + 128.99749755859375, + 128.99749755859375, + 129.38438415527344, + 129.38438415527344, + 129.48854064941406, + 129.83189392089844, + 129.83189392089844, + 130.0653533935547, + 131.1748504638672, + 131.1748504638672, + 132.13461303710938, + 132.13461303710938, + 133.3929443359375, + 134.8136444091797, + 134.8136444091797, + 136.13856506347656, + 138.3700408935547, + 138.3700408935547, + 139.7751007080078, + 139.7751007080078, + 141.36341857910156, + 142.0074462890625, + 142.0074462890625, + 143.5311279296875, + 143.87667846679688, + 143.87667846679688, + 143.52261352539062, + 143.52261352539062, + 143.52113342285156, + 143.21258544921875, + 143.21258544921875, + 143.1317901611328, + 142.4404296875, + 142.4404296875, + 142.1493682861328, + 142.1493682861328, + 140.53860473632812, + 138.5817413330078, + 138.5817413330078, + 135.82794189453125, + 133.44273376464844, + 133.44273376464844, + 130.18995666503906, + 130.18995666503906, + 128.427001953125, + 127.25604248046875, + 127.25604248046875, + 127.36348724365234, + 126.80693817138672, + 126.80693817138672, + 126.4073257446289, + 126.4073257446289, + 126.90106201171875, + 125.0555191040039, + 125.0555191040039, + 123.89834594726562, + 122.82228088378906, + 122.82228088378906, + 123.43940734863281, + 123.43940734863281, + 122.81836700439453, + 123.77911376953125, + 123.77911376953125, + 125.69986724853516, + 127.52149200439453, + 127.52149200439453, + 128.88385009765625, + 128.88385009765625, + 130.20310974121094, + 132.36141967773438, + 132.36141967773438, + 133.5737762451172, + 134.8914337158203, + 134.8914337158203, + 135.52293395996094, + 135.52293395996094, + 135.628173828125, + 136.20152282714844, + 136.20152282714844, + 136.55960083007812, + 137.00437927246094, + 137.00437927246094, + 137.666748046875, + 137.666748046875, + 139.010009765625, + 140.9007568359375, + 140.9007568359375 + ], + [ + NaN, + -43.169090270996094, + -43.169090270996094, + -41.18913650512695, + -36.614837646484375, + -36.614837646484375, + -35.11690139770508, + -35.11690139770508, + -32.52328872680664, + -30.67130470275879, + -30.67130470275879, + -25.893192291259766, + -21.00347137451172, + -21.00347137451172, + -15.00610065460205, + -15.00610065460205, + -9.596304893493652, + -3.406593084335327, + -3.406593084335327, + 1.9773454666137695, + 7.797884941101074, + 7.797884941101074, + 12.526561737060547, + 12.526561737060547, + 16.239477157592773, + 19.999496459960938, + 19.999496459960938, + 23.4375057220459, + 26.99479103088379, + 26.99479103088379, + 30.280847549438477, + 30.280847549438477, + 33.98634719848633, + 37.130958557128906, + 37.130958557128906, + 40.55780792236328, + 44.390846252441406, + 44.390846252441406, + 48.00371551513672, + 48.00371551513672, + 51.58125305175781, + 54.73406219482422, + 54.73406219482422, + 56.893707275390625, + 58.892311096191406, + 58.892311096191406, + 59.99441909790039, + 59.99441909790039, + 59.26171875, + 56.186912536621094, + 56.186912536621094, + 50.93168258666992, + 44.11915969848633, + 44.11915969848633, + 36.0342903137207, + 36.0342903137207, + 27.973554611206055, + 20.61433219909668, + 20.61433219909668, + 15.310539245605469, + 12.215580940246582, + 12.215580940246582, + 11.1835298538208, + 11.1835298538208, + 13.581462860107422, + 14.935004234313965, + 14.935004234313965, + 17.62071990966797, + 20.69266700744629, + 20.69266700744629, + 22.69074249267578, + 22.69074249267578, + 24.28117561340332, + 25.182077407836914, + 25.182077407836914, + 26.139427185058594, + 26.190690994262695, + 26.190690994262695, + 26.507482528686523, + 26.507482528686523, + 26.732635498046875, + 26.471500396728516, + 26.471500396728516, + 26.512075424194336, + 26.757061004638672, + 26.757061004638672, + 26.363107681274414, + 26.363107681274414, + 26.405899047851562, + 27.313207626342773, + 27.313207626342773, + 28.79130744934082, + 29.775554656982422, + 29.775554656982422, + 31.053495407104492, + 31.053495407104492, + 32.16046905517578, + 33.10009002685547, + 33.10009002685547, + 32.451637268066406, + 32.43656921386719, + 32.43656921386719, + 32.391082763671875, + 32.391082763671875, + 31.896800994873047, + 31.61394691467285, + 31.61394691467285, + 31.490955352783203, + 32.15555191040039, + 32.15555191040039, + 32.43182373046875, + 32.43182373046875, + 32.5892219543457, + 33.07936096191406, + 33.07936096191406, + 33.73453140258789, + 33.97177505493164, + 33.97177505493164, + 34.222877502441406, + 34.222877502441406, + 34.15279769897461, + 34.48438262939453, + 34.48438262939453, + 34.53791046142578, + 35.028316497802734, + 35.028316497802734, + 35.39354705810547, + 35.39354705810547, + 36.30314636230469, + 36.78751754760742, + 36.78751754760742, + 37.44707107543945, + 38.14912796020508, + 38.14912796020508, + 39.32333755493164, + 39.32333755493164, + 40.86339569091797, + 42.204933166503906, + 42.204933166503906, + 44.92802429199219, + 47.40827178955078, + 47.40827178955078, + 49.79822540283203, + 49.79822540283203, + 52.32258605957031, + 54.0756950378418, + 54.0756950378418, + 55.757652282714844, + 56.19622802734375, + 56.19622802734375, + 55.93040466308594, + 55.93040466308594, + 55.64338684082031, + 54.600345611572266, + 54.600345611572266, + 53.50114822387695, + 52.298309326171875, + 52.298309326171875, + 51.007904052734375, + 51.007904052734375, + 49.6856689453125, + 48.11398696899414, + 48.11398696899414, + 46.866939544677734, + 45.77672576904297, + 45.77672576904297, + 44.325931549072266, + 44.325931549072266, + 43.49043273925781, + 42.1671257019043, + 42.1671257019043, + 41.74604034423828, + 41.20479965209961, + 41.20479965209961, + 40.711666107177734, + 40.711666107177734, + 39.86437225341797, + 39.78920364379883, + 39.78920364379883, + 40.229373931884766, + 40.84577560424805, + 40.84577560424805, + 41.307254791259766, + 41.307254791259766, + 41.976078033447266, + 42.860572814941406, + 42.860572814941406, + 43.341609954833984, + 44.14854049682617, + 44.14854049682617, + 44.69805908203125, + 44.69805908203125, + 46.09556198120117, + 47.768287658691406, + 47.768287658691406, + 49.71543884277344, + 51.974342346191406, + 51.974342346191406, + 53.99227523803711, + 53.99227523803711, + 55.75251007080078, + 58.55176544189453, + 58.55176544189453, + 60.80388259887695, + 60.80388259887695, + 63.654823303222656, + 66.08734893798828, + 66.08734893798828, + 69.6109619140625, + 72.63373565673828, + 72.63373565673828, + 75.609375, + 75.609375, + 78.38267517089844, + 81.48174285888672, + 81.48174285888672, + 83.7138671875, + 85.63739013671875, + 85.63739013671875, + 87.34464263916016, + 87.34464263916016, + 88.96765899658203, + 89.54234313964844, + 89.54234313964844, + 89.0297622680664, + 89.28956604003906, + 89.28956604003906, + 88.89458465576172, + 88.89458465576172, + 87.23298645019531, + 85.53925323486328, + 85.53925323486328, + 84.0023422241211, + 82.26097106933594, + 82.26097106933594, + 77.83539581298828, + 77.83539581298828, + 75.68389129638672, + 74.66600799560547, + 74.66600799560547, + 72.93128967285156, + 72.46686553955078, + 72.46686553955078, + 71.85289764404297, + 71.85289764404297, + 71.49507904052734, + 72.07710266113281, + 72.07710266113281, + 70.2928695678711, + 69.01103210449219, + 69.01103210449219, + 68.19365692138672, + 68.19365692138672, + 68.3070068359375, + 70.95418548583984, + 70.95418548583984, + 73.19485473632812, + 77.89453887939453, + 77.89453887939453, + 82.9131851196289, + 82.9131851196289, + 86.98363494873047, + 92.43508911132812, + 92.43508911132812, + 97.34675598144531, + 102.55006408691406, + 102.55006408691406, + 107.44972229003906, + 107.44972229003906, + 111.7312240600586, + 116.198974609375, + 116.198974609375, + 119.2550277709961, + 122.17620849609375, + 122.17620849609375, + 123.82905578613281, + 123.82905578613281, + 125.56305694580078, + 126.34080505371094, + 126.34080505371094, + 126.94027709960938, + 128.37059020996094, + 128.37059020996094, + 129.0440673828125, + 129.0440673828125, + 129.2740936279297, + 129.758056640625, + 129.758056640625, + 130.66244506835938, + 131.52174377441406, + 131.52174377441406, + 132.04164123535156, + 132.04164123535156, + 132.21531677246094, + 132.79714965820312, + 132.79714965820312, + 133.5690460205078, + 133.5272216796875, + 133.5272216796875, + 132.8228302001953, + 132.8228302001953, + 133.270263671875, + 133.9822540283203, + 133.9822540283203, + 134.8966064453125, + 135.09458923339844, + 135.09458923339844, + 135.6621551513672, + 135.6621551513672, + 136.1763916015625, + 136.95095825195312, + 136.95095825195312, + 137.0110626220703, + 136.80514526367188, + 136.80514526367188, + 136.40383911132812, + 136.40383911132812, + 136.5218048095703, + 136.7764129638672, + 136.7764129638672, + 136.80209350585938, + 136.89520263671875, + 136.89520263671875, + 137.45108032226562, + 137.45108032226562, + 137.4921112060547, + 138.35227966308594, + 138.35227966308594, + 138.41033935546875, + 138.92245483398438, + 138.92245483398438, + 139.27244567871094, + 139.27244567871094, + 139.6518096923828, + 139.97698974609375, + 139.97698974609375, + 139.8221893310547, + 140.09713745117188, + 140.09713745117188, + 139.81324768066406, + 139.81324768066406, + 139.59332275390625, + 139.21922302246094, + 139.21922302246094, + 138.97328186035156, + 138.5897216796875, + 138.5897216796875, + 138.2646026611328, + 138.2646026611328, + 137.375, + 136.75143432617188, + 136.75143432617188, + 137.221435546875, + 137.61842346191406, + 137.61842346191406, + 138.15797424316406, + 138.15797424316406, + 139.0882110595703, + 140.4584197998047, + 140.4584197998047, + 141.8376922607422, + 142.06227111816406, + 142.06227111816406, + 142.45819091796875, + 142.45819091796875, + 141.1227264404297, + 140.91708374023438, + 140.91708374023438, + 140.13272094726562, + 139.63612365722656, + 139.63612365722656, + 140.08348083496094, + 140.08348083496094, + 140.27220153808594, + 141.84938049316406, + 141.84938049316406, + 142.29083251953125, + 143.19931030273438, + 143.19931030273438, + 143.82156372070312, + 143.82156372070312, + 143.8406982421875, + 143.5117645263672, + 143.5117645263672, + 143.7471160888672, + 143.83590698242188, + 143.83590698242188, + 143.52859497070312, + 143.52859497070312, + 143.7691650390625, + 144.1442413330078, + 144.1442413330078, + 144.1962432861328, + 144.32440185546875, + 144.32440185546875, + 144.72361755371094, + 144.72361755371094, + 145.3512725830078, + 145.8217010498047, + 145.8217010498047 + ] + ], + "strengths": [ + [ + NaN, + 24.921457290649414, + 24.921457290649414, + 29.855690002441406, + 25.195388793945312, + 25.195388793945312, + 24.279586791992188, + 24.279586791992188, + 24.541433334350586, + 24.446311950683594, + 24.446311950683594, + 24.51590919494629, + 23.966943740844727, + 23.966943740844727, + 24.98137664794922, + 24.98137664794922, + 26.288549423217773, + 26.095245361328125, + 26.095245361328125, + 25.924861907958984, + 26.116683959960938, + 26.116683959960938, + 25.46302604675293, + 25.46302604675293, + 25.36814308166504, + 25.161270141601562, + 25.161270141601562, + 25.166397094726562, + 25.041709899902344, + 25.041709899902344, + 25.10284423828125, + 25.10284423828125, + 24.919912338256836, + 24.97071647644043, + 24.97071647644043, + 24.837366104125977, + 24.672908782958984, + 24.672908782958984, + 24.66851234436035, + 24.66851234436035, + 24.56917381286621, + 24.418895721435547, + 24.418895721435547, + 24.35608673095703, + 24.26741600036621, + 24.26741600036621, + 24.16442108154297, + 24.16442108154297, + 24.05975341796875, + 23.981975555419922, + 23.981975555419922, + 23.861286163330078, + 23.81382179260254, + 23.81382179260254, + 23.937150955200195, + 23.937150955200195, + 24.043048858642578, + 24.169189453125, + 24.169189453125, + 24.227508544921875, + 24.47849464416504, + 24.47849464416504, + 24.426448822021484, + 24.426448822021484, + 24.18416976928711, + 24.12714958190918, + 24.12714958190918, + 24.052642822265625, + 24.00985336303711, + 24.00985336303711, + 23.82913589477539, + 23.82913589477539, + 23.830387115478516, + 23.902002334594727, + 23.902002334594727, + 24.0487003326416, + 24.04163360595703, + 24.04163360595703, + 24.168493270874023, + 24.168493270874023, + 24.308565139770508, + 24.245037078857422, + 24.245037078857422, + 24.392879486083984, + 24.327972412109375, + 24.327972412109375, + 24.475082397460938, + 24.475082397460938, + 24.61858558654785, + 24.776182174682617, + 24.776182174682617, + 25.081035614013672, + 25.13922119140625, + 25.13922119140625, + 25.283056259155273, + 25.283056259155273, + 25.62012481689453, + 25.766855239868164, + 25.766855239868164, + 25.957504272460938, + 26.283985137939453, + 26.283985137939453, + 26.591527938842773, + 26.591527938842773, + 26.70758056640625, + 26.866901397705078, + 26.866901397705078, + 27.432687759399414, + 27.77075958251953, + 27.77075958251953, + 27.94947624206543, + 27.94947624206543, + 27.94110679626465, + 28.210128784179688, + 28.210128784179688, + 28.16800880432129, + 27.90361785888672, + 27.90361785888672, + 28.516475677490234, + 28.516475677490234, + 28.08354949951172, + 28.295820236206055, + 28.295820236206055, + 28.1351318359375, + 27.678192138671875, + 27.678192138671875, + 27.650978088378906, + 27.650978088378906, + 27.071147918701172, + 27.113601684570312, + 27.113601684570312, + 27.028913497924805, + 28.865238189697266, + 28.865238189697266, + 30.4169921875, + 30.4169921875, + 32.15404510498047, + 33.02172088623047, + 33.02172088623047, + 34.95048904418945, + 36.67231369018555, + 36.67231369018555, + 38.43888473510742, + 38.43888473510742, + 40.792518615722656, + 41.863609313964844, + 41.863609313964844, + 42.282684326171875, + 44.79750061035156, + 44.79750061035156, + 45.199851989746094, + 45.199851989746094, + 46.589134216308594, + 47.08831787109375, + 47.08831787109375, + 50.05006790161133, + 53.39260482788086, + 53.39260482788086, + 55.28809356689453, + 55.28809356689453, + 60.2232780456543, + 64.35993957519531, + 64.35993957519531, + 69.12625122070312, + 79.51766967773438, + 79.51766967773438, + 90.09638977050781, + 90.09638977050781, + 104.46467590332031, + 117.59591674804688, + 117.59591674804688, + 132.22389221191406, + 144.42210388183594, + 144.42210388183594, + 153.60784912109375, + 153.60784912109375, + 163.525390625, + 169.31906127929688, + 169.31906127929688, + 174.41366577148438, + 174.05291748046875, + 174.05291748046875, + 177.3870849609375, + 177.3870849609375, + 183.30657958984375, + 185.32009887695312, + 185.32009887695312, + 187.21194458007812, + 191.03953552246094, + 191.03953552246094, + 200.4926300048828, + 200.4926300048828, + 205.1250457763672, + 209.7593231201172, + 209.7593231201172, + 214.6471710205078, + 219.5355224609375, + 219.5355224609375, + 222.63922119140625, + 222.63922119140625, + 226.1578369140625, + 229.21682739257812, + 229.21682739257812, + 232.09500122070312, + 232.09500122070312, + 235.22181701660156, + 239.3319091796875, + 239.3319091796875, + 243.1481170654297, + 246.6921844482422, + 246.6921844482422, + 249.69912719726562, + 249.69912719726562, + 252.67860412597656, + 255.99563598632812, + 255.99563598632812, + 257.3788146972656, + 259.90191650390625, + 259.90191650390625, + 261.88861083984375, + 261.88861083984375, + 264.44122314453125, + 267.671142578125, + 267.671142578125, + 269.94512939453125, + 271.8843078613281, + 271.8843078613281, + 273.185302734375, + 273.185302734375, + 275.40618896484375, + 276.8207092285156, + 276.8207092285156, + 277.5611877441406, + 278.5887756347656, + 278.5887756347656, + 280.41302490234375, + 280.41302490234375, + 281.3874206542969, + 282.0184326171875, + 282.0184326171875, + 282.9314880371094, + 283.2434387207031, + 283.2434387207031, + 284.40093994140625, + 284.40093994140625, + 284.7200012207031, + 286.1036682128906, + 286.1036682128906, + 287.678955078125, + 289.06658935546875, + 289.06658935546875, + 290.90435791015625, + 290.90435791015625, + 292.4682312011719, + 293.8316650390625, + 293.8316650390625, + 295.10107421875, + 295.439208984375, + 295.439208984375, + 296.3707580566406, + 296.3707580566406, + 296.9124450683594, + 296.9395446777344, + 296.9395446777344, + 296.86285400390625, + 298.1141052246094, + 298.1141052246094, + 298.20404052734375, + 298.20404052734375, + 297.9598693847656, + 298.4071350097656, + 298.4071350097656, + 299.1742248535156, + 299.32373046875, + 299.32373046875, + 300.1219482421875, + 300.1219482421875, + 299.8236389160156, + 299.89483642578125, + 299.89483642578125, + 299.7419738769531, + 299.0442810058594, + 299.0442810058594, + 299.3525390625, + 299.3525390625, + 298.8641357421875, + 299.2200927734375, + 299.2200927734375, + 299.47003173828125, + 299.9104919433594, + 299.9104919433594, + 300.88861083984375, + 300.88861083984375, + 301.30914306640625, + 302.1603088378906, + 302.1603088378906, + 302.27020263671875, + 302.5198669433594, + 302.5198669433594, + 302.49481201171875, + 302.49481201171875, + 302.6114196777344, + 302.5968017578125, + 302.5968017578125, + 302.4206237792969, + 302.39752197265625, + 302.39752197265625, + 302.74737548828125, + 302.74737548828125, + 302.9220886230469, + 302.74395751953125, + 302.74395751953125, + 302.4261169433594, + 302.7003173828125, + 302.7003173828125, + 302.9684753417969, + 302.9684753417969, + 302.9129638671875, + 302.74957275390625, + 302.74957275390625, + 303.34771728515625, + 303.4815673828125, + 303.4815673828125, + 303.5131530761719, + 303.5131530761719, + 303.328369140625, + 303.50152587890625, + 303.50152587890625, + 303.7558288574219, + 303.7997131347656, + 303.7997131347656, + 303.9099426269531, + 303.9099426269531, + 304.52130126953125, + 305.0487365722656, + 305.0487365722656, + 305.0474548339844, + 305.3640441894531, + 305.3640441894531, + 305.89410400390625, + 305.89410400390625, + 306.74078369140625, + 307.237060546875, + 307.237060546875, + 307.3902893066406, + 307.8388977050781, + 307.8388977050781, + 308.394287109375, + 308.394287109375, + 308.6744689941406, + 308.3212585449219, + 308.3212585449219, + 308.1302795410156, + 308.02471923828125, + 308.02471923828125, + 307.9441223144531, + 307.9441223144531, + 307.9779968261719, + 307.65087890625, + 307.65087890625, + 307.6694641113281, + 307.7353515625, + 307.7353515625, + 308.0448913574219, + 308.0448913574219, + 308.0538330078125, + 308.38275146484375, + 308.38275146484375, + 308.8024597167969, + 309.10504150390625, + 309.10504150390625, + 309.65179443359375, + 309.65179443359375, + 309.725341796875, + 310.26141357421875, + 310.26141357421875, + 310.38043212890625, + 310.69000244140625, + 310.69000244140625, + 310.80694580078125, + 310.80694580078125, + 310.5928955078125, + 310.7586975097656, + 310.7586975097656, + 311.15045166015625, + 311.4417419433594, + 311.4417419433594, + 312.02239990234375, + 312.02239990234375, + 312.0849304199219, + 312.25030517578125, + 312.25030517578125, + 313.1116943359375, + 313.5987243652344, + 313.5987243652344, + 314.4221496582031, + 314.4221496582031, + 314.98193359375, + 315.9417419433594, + 315.9417419433594 + ], + [ + NaN, + 0.43745750188827515, + 0.43745750188827515, + 2.568866729736328, + 5.565542221069336, + 5.565542221069336, + 6.529850959777832, + 6.529850959777832, + 13.478412628173828, + 19.856115341186523, + 19.856115341186523, + 29.31088638305664, + 41.91322326660156, + 41.91322326660156, + 54.09346008300781, + 54.09346008300781, + 65.48918151855469, + 71.26437377929688, + 71.26437377929688, + 74.31379699707031, + 75.32906341552734, + 75.32906341552734, + 74.4157943725586, + 74.4157943725586, + 71.75950622558594, + 69.40596008300781, + 69.40596008300781, + 67.70996856689453, + 67.39946746826172, + 67.39946746826172, + 66.45816040039062, + 66.45816040039062, + 66.85128784179688, + 67.22529602050781, + 67.22529602050781, + 68.2619857788086, + 69.02217102050781, + 69.02217102050781, + 69.81096649169922, + 69.81096649169922, + 71.03337097167969, + 72.75064086914062, + 72.75064086914062, + 74.17559814453125, + 75.73262786865234, + 75.73262786865234, + 77.3074722290039, + 77.3074722290039, + 80.36027526855469, + 83.49174499511719, + 83.49174499511719, + 85.84902954101562, + 89.61417388916016, + 89.61417388916016, + 93.61924743652344, + 93.61924743652344, + 97.94803619384766, + 104.333740234375, + 104.333740234375, + 109.41252899169922, + 114.6876449584961, + 114.6876449584961, + 116.77906036376953, + 116.77906036376953, + 125.78780364990234, + 133.89012145996094, + 133.89012145996094, + 143.04421997070312, + 153.97764587402344, + 153.97764587402344, + 167.75657653808594, + 167.75657653808594, + 182.60292053222656, + 195.56739807128906, + 195.56739807128906, + 206.66500854492188, + 218.8007354736328, + 218.8007354736328, + 226.48570251464844, + 226.48570251464844, + 235.69668579101562, + 242.99871826171875, + 242.99871826171875, + 249.93533325195312, + 255.77735900878906, + 255.77735900878906, + 261.0363464355469, + 261.0363464355469, + 267.1434326171875, + 271.6123962402344, + 271.6123962402344, + 276.2742919921875, + 279.861083984375, + 279.861083984375, + 282.57666015625, + 282.57666015625, + 285.6733093261719, + 288.7057800292969, + 288.7057800292969, + 291.8103332519531, + 294.9898681640625, + 294.9898681640625, + 298.0165100097656, + 298.0165100097656, + 301.3875732421875, + 304.1147155761719, + 304.1147155761719, + 306.19976806640625, + 307.2735900878906, + 307.2735900878906, + 308.9197082519531, + 308.9197082519531, + 309.2438049316406, + 310.254638671875, + 310.254638671875, + 310.7474060058594, + 312.1156005859375, + 312.1156005859375, + 313.2309875488281, + 313.2309875488281, + 314.2743835449219, + 315.7943420410156, + 315.7943420410156, + 317.00445556640625, + 318.5748291015625, + 318.5748291015625, + 320.198974609375, + 320.198974609375, + 321.5126037597656, + 323.4297180175781, + 323.4297180175781, + 324.5503845214844, + 325.98828125, + 325.98828125, + 327.2160339355469, + 327.2160339355469, + 328.4494323730469, + 329.2151794433594, + 329.2151794433594, + 329.39337158203125, + 329.39556884765625, + 329.39556884765625, + 329.7382507324219, + 329.7382507324219, + 329.7301940917969, + 329.6355895996094, + 329.6355895996094, + 329.7440490722656, + 330.4006652832031, + 330.4006652832031, + 331.02813720703125, + 331.02813720703125, + 331.6496276855469, + 332.4398498535156, + 332.4398498535156, + 332.7912902832031, + 333.4067687988281, + 333.4067687988281, + 333.6024475097656, + 333.6024475097656, + 334.2337646484375, + 334.3020324707031, + 334.3020324707031, + 334.6850891113281, + 335.3646545410156, + 335.3646545410156, + 335.87896728515625, + 335.87896728515625, + 336.64715576171875, + 337.2207946777344, + 337.2207946777344, + 337.9656677246094, + 338.5492858886719, + 338.5492858886719, + 338.9670104980469, + 338.9670104980469, + 339.0476989746094, + 339.2543029785156, + 339.2543029785156, + 339.2101745605469, + 339.42852783203125, + 339.42852783203125, + 339.4520263671875, + 339.4520263671875, + 339.296142578125, + 339.5314025878906, + 339.5314025878906, + 339.8370056152344, + 340.1355285644531, + 340.1355285644531, + 340.15985107421875, + 340.15985107421875, + 340.1527404785156, + 340.8098449707031, + 340.8098449707031, + 341.1069030761719, + 341.3605651855469, + 341.3605651855469, + 341.8763427734375, + 341.8763427734375, + 342.19476318359375, + 342.5570068359375, + 342.5570068359375, + 342.6875305175781, + 342.6875305175781, + 342.4698791503906, + 342.6041259765625, + 342.6041259765625, + 342.5724182128906, + 342.4424133300781, + 342.4424133300781, + 342.31829833984375, + 342.31829833984375, + 341.8306579589844, + 341.6723327636719, + 341.6723327636719, + 341.36834716796875, + 340.83636474609375, + 340.83636474609375, + 340.393310546875, + 340.393310546875, + 340.4355773925781, + 340.3980407714844, + 340.3980407714844, + 340.6208801269531, + 340.6769714355469, + 340.6769714355469, + 340.6024475097656, + 340.6024475097656, + 340.84075927734375, + 341.0589294433594, + 341.0589294433594, + 341.298828125, + 341.7001953125, + 341.7001953125, + 341.8397521972656, + 341.8397521972656, + 342.5152282714844, + 343.0434875488281, + 343.0434875488281, + 343.0439758300781, + 342.7565002441406, + 342.7565002441406, + 342.7510681152344, + 342.7510681152344, + 342.8958435058594, + 342.59930419921875, + 342.59930419921875, + 342.9341125488281, + 342.7790832519531, + 342.7790832519531, + 342.8044128417969, + 342.8044128417969, + 342.85687255859375, + 342.7386169433594, + 342.7386169433594, + 343.0389404296875, + 342.7932434082031, + 342.7932434082031, + 342.99365234375, + 342.99365234375, + 343.20733642578125, + 343.2787780761719, + 343.2787780761719, + 343.2355041503906, + 343.1699523925781, + 343.1699523925781, + 343.4830322265625, + 343.4830322265625, + 343.21856689453125, + 342.8901062011719, + 342.8901062011719, + 342.91802978515625, + 342.9428405761719, + 342.9428405761719, + 342.9068908691406, + 342.9068908691406, + 343.06866455078125, + 343.1618347167969, + 343.1618347167969, + 343.2011413574219, + 343.3992004394531, + 343.3992004394531, + 342.9627990722656, + 342.9627990722656, + 342.67608642578125, + 342.4596862792969, + 342.4596862792969, + 342.0673522949219, + 341.8257751464844, + 341.8257751464844, + 341.4183654785156, + 341.4183654785156, + 341.3373718261719, + 341.1578063964844, + 341.1578063964844, + 340.8814697265625, + 340.9049987792969, + 340.9049987792969, + 340.6598205566406, + 340.6598205566406, + 340.63519287109375, + 340.6856384277344, + 340.6856384277344, + 340.7926330566406, + 340.941162109375, + 340.941162109375, + 341.0246887207031, + 341.0246887207031, + 341.3690490722656, + 341.68408203125, + 341.68408203125, + 341.92572021484375, + 341.96923828125, + 341.96923828125, + 342.1484069824219, + 342.1484069824219, + 342.0928955078125, + 341.8321838378906, + 341.8321838378906, + 341.46514892578125, + 341.102783203125, + 341.102783203125, + 340.7684020996094, + 340.7684020996094, + 340.5029602050781, + 340.22064208984375, + 340.22064208984375, + 340.2401123046875, + 340.4040832519531, + 340.4040832519531, + 340.56134033203125, + 340.56134033203125, + 340.7618408203125, + 340.54071044921875, + 340.54071044921875, + 340.6736145019531, + 340.4361877441406, + 340.4361877441406, + 340.4234619140625, + 340.4234619140625, + 340.28277587890625, + 340.058349609375, + 340.058349609375, + 340.0836486816406, + 340.1692810058594, + 340.1692810058594, + 340.3780212402344, + 340.3780212402344, + 340.38916015625, + 340.507080078125, + 340.507080078125, + 340.4573669433594, + 340.7597351074219, + 340.7597351074219, + 340.7892150878906, + 340.7892150878906, + 340.9294738769531, + 340.31011962890625, + 340.31011962890625, + 339.8767395019531, + 339.9438781738281, + 339.9438781738281, + 339.8847351074219, + 339.8847351074219, + 339.6924743652344, + 339.4297790527344, + 339.4297790527344, + 339.687744140625, + 339.80511474609375, + 339.80511474609375, + 339.6092224121094, + 339.6092224121094, + 339.2087097167969, + 338.931396484375, + 338.931396484375, + 338.39520263671875, + 337.99896240234375, + 337.99896240234375, + 337.5909118652344, + 337.5909118652344, + 337.4907531738281, + 337.4155578613281, + 337.4155578613281, + 337.4117736816406, + 337.2201843261719, + 337.2201843261719, + 337.28363037109375, + 337.28363037109375, + 337.1665954589844, + 337.0313720703125, + 337.0313720703125, + 336.93975830078125, + 336.72222900390625, + 336.72222900390625, + 336.4774169921875, + 336.4774169921875, + 336.2132263183594, + 336.0797424316406, + 336.0797424316406 + ], + [ + NaN, + 15.53564453125, + 15.53564453125, + 13.48379135131836, + 15.5751371383667, + 15.5751371383667, + 15.913497924804688, + 15.913497924804688, + 17.165935516357422, + 17.89649772644043, + 17.89649772644043, + 19.31206512451172, + 21.568269729614258, + 21.568269729614258, + 23.331562042236328, + 23.331562042236328, + 24.185216903686523, + 25.45098876953125, + 25.45098876953125, + 26.608797073364258, + 27.849409103393555, + 27.849409103393555, + 28.95981788635254, + 28.95981788635254, + 30.612300872802734, + 32.43173599243164, + 32.43173599243164, + 34.61652374267578, + 36.84067153930664, + 36.84067153930664, + 38.68986511230469, + 38.68986511230469, + 40.0380973815918, + 41.14787673950195, + 41.14787673950195, + 42.98579025268555, + 43.69486999511719, + 43.69486999511719, + 44.44740295410156, + 44.44740295410156, + 45.2834587097168, + 45.832183837890625, + 45.832183837890625, + 46.98599624633789, + 47.0776481628418, + 47.0776481628418, + 47.50872039794922, + 47.50872039794922, + 48.36528778076172, + 48.49794387817383, + 48.49794387817383, + 49.18446350097656, + 49.57672119140625, + 49.57672119140625, + 50.255516052246094, + 50.255516052246094, + 51.048919677734375, + 51.55059051513672, + 51.55059051513672, + 51.907169342041016, + 52.49677658081055, + 52.49677658081055, + 53.04238510131836, + 53.04238510131836, + 53.79176330566406, + 54.539146423339844, + 54.539146423339844, + 55.39306640625, + 56.1425666809082, + 56.1425666809082, + 57.26170349121094, + 57.26170349121094, + 57.33164978027344, + 58.70629119873047, + 58.70629119873047, + 59.1770133972168, + 60.40887451171875, + 60.40887451171875, + 61.22419357299805, + 61.22419357299805, + 61.60052490234375, + 62.977317810058594, + 62.977317810058594, + 63.84329605102539, + 64.83397674560547, + 64.83397674560547, + 66.10737609863281, + 66.10737609863281, + 67.3775405883789, + 69.35183715820312, + 69.35183715820312, + 71.9997329711914, + 75.68775939941406, + 75.68775939941406, + 78.38971710205078, + 78.38971710205078, + 83.32051849365234, + 88.79244232177734, + 88.79244232177734, + 94.22766876220703, + 98.7220687866211, + 98.7220687866211, + 103.15841674804688, + 103.15841674804688, + 107.25102996826172, + 110.18620300292969, + 110.18620300292969, + 111.82865142822266, + 114.69365692138672, + 114.69365692138672, + 117.09272766113281, + 117.09272766113281, + 118.77908325195312, + 120.95388793945312, + 120.95388793945312, + 122.69171142578125, + 123.4094009399414, + 123.4094009399414, + 123.98280334472656, + 123.98280334472656, + 124.46289825439453, + 124.78557586669922, + 124.78557586669922, + 124.08399200439453, + 124.70121765136719, + 124.70121765136719, + 124.94158935546875, + 124.94158935546875, + 125.53797149658203, + 125.56510925292969, + 125.56510925292969, + 126.10228729248047, + 124.196533203125, + 124.196533203125, + 122.45777130126953, + 122.45777130126953, + 118.93563842773438, + 115.9511489868164, + 115.9511489868164, + 110.65338134765625, + 104.81932067871094, + 104.81932067871094, + 99.38316345214844, + 99.38316345214844, + 94.71903991699219, + 91.05136108398438, + 91.05136108398438, + 87.9676742553711, + 86.61660766601562, + 86.61660766601562, + 86.13172912597656, + 86.13172912597656, + 86.19026947021484, + 85.69974517822266, + 85.69974517822266, + 87.80227661132812, + 89.22664642333984, + 89.22664642333984, + 90.85765075683594, + 90.85765075683594, + 92.1635513305664, + 94.87816619873047, + 94.87816619873047, + 96.88373565673828, + 98.79312133789062, + 98.79312133789062, + 100.67937469482422, + 100.67937469482422, + 104.32414245605469, + 106.5638656616211, + 106.5638656616211, + 109.11433410644531, + 111.44188690185547, + 111.44188690185547, + 114.21842193603516, + 114.21842193603516, + 116.2519302368164, + 117.63292694091797, + 117.63292694091797, + 120.7073974609375, + 123.20016479492188, + 123.20016479492188, + 125.69984436035156, + 125.69984436035156, + 127.54756927490234, + 129.3739013671875, + 129.3739013671875, + 130.1517791748047, + 130.06268310546875, + 130.06268310546875, + 130.27735900878906, + 130.27735900878906, + 131.3000030517578, + 132.1962890625, + 132.1962890625, + 132.25369262695312, + 132.53477478027344, + 132.53477478027344, + 132.81117248535156, + 132.81117248535156, + 133.53372192382812, + 133.3980712890625, + 133.3980712890625, + 133.35507202148438, + 133.35507202148438, + 133.59744262695312, + 134.19606018066406, + 134.19606018066406, + 135.48388671875, + 136.1427459716797, + 136.1427459716797, + 136.57470703125, + 136.57470703125, + 136.38050842285156, + 135.5250701904297, + 135.5250701904297, + 134.35140991210938, + 131.90573120117188, + 131.90573120117188, + 129.59715270996094, + 129.59715270996094, + 127.27487182617188, + 124.90966033935547, + 124.90966033935547, + 122.85380554199219, + 120.65410614013672, + 120.65410614013672, + 117.77140808105469, + 117.77140808105469, + 115.90940856933594, + 114.67440032958984, + 114.67440032958984, + 113.26398468017578, + 111.90559387207031, + 111.90559387207031, + 111.58070373535156, + 111.58070373535156, + 112.43293762207031, + 113.21768188476562, + 113.21768188476562, + 114.50821685791016, + 114.87882995605469, + 114.87882995605469, + 116.52008819580078, + 116.52008819580078, + 119.01624298095703, + 121.86878204345703, + 121.86878204345703, + 124.63108825683594, + 127.24642944335938, + 127.24642944335938, + 131.55026245117188, + 131.55026245117188, + 135.483642578125, + 138.8321990966797, + 138.8321990966797, + 140.9783172607422, + 142.51715087890625, + 142.51715087890625, + 143.83644104003906, + 143.83644104003906, + 144.2696533203125, + 144.4505615234375, + 144.4505615234375, + 145.08895874023438, + 146.1148223876953, + 146.1148223876953, + 147.35708618164062, + 147.35708618164062, + 147.60751342773438, + 147.98928833007812, + 147.98928833007812, + 148.30870056152344, + 148.60443115234375, + 148.60443115234375, + 148.21885681152344, + 148.21885681152344, + 147.69488525390625, + 147.00128173828125, + 147.00128173828125, + 146.32534790039062, + 145.9846954345703, + 145.9846954345703, + 144.1388702392578, + 144.1388702392578, + 142.79150390625, + 139.75961303710938, + 139.75961303710938, + 136.23973083496094, + 132.88296508789062, + 132.88296508789062, + 128.56011962890625, + 128.56011962890625, + 125.98316955566406, + 123.73985290527344, + 123.73985290527344, + 123.14832305908203, + 123.66557312011719, + 123.66557312011719, + 124.27880859375, + 124.27880859375, + 125.98397827148438, + 127.88884735107422, + 127.88884735107422, + 128.0737762451172, + 128.2640380859375, + 128.2640380859375, + 128.53822326660156, + 128.53822326660156, + 128.9760284423828, + 129.89407348632812, + 129.89407348632812, + 129.04449462890625, + 130.1448211669922, + 130.1448211669922, + 130.53170776367188, + 130.53170776367188, + 130.6358642578125, + 130.97921752929688, + 130.97921752929688, + 131.21267700195312, + 132.32217407226562, + 132.32217407226562, + 133.2819366455078, + 133.2819366455078, + 134.54026794433594, + 135.96096801757812, + 135.96096801757812, + 137.285888671875, + 139.51736450195312, + 139.51736450195312, + 140.92242431640625, + 140.92242431640625, + 142.5107421875, + 143.15476989746094, + 143.15476989746094, + 144.67845153808594, + 145.0240020751953, + 145.0240020751953, + 144.66993713378906, + 144.66993713378906, + 144.66845703125, + 144.3599090576172, + 144.3599090576172, + 144.27911376953125, + 143.58775329589844, + 143.58775329589844, + 143.29669189453125, + 143.29669189453125, + 141.68592834472656, + 139.72906494140625, + 139.72906494140625, + 136.9752655029297, + 134.59005737304688, + 134.59005737304688, + 131.3372802734375, + 131.3372802734375, + 129.57432556152344, + 128.4033660888672, + 128.4033660888672, + 128.51080322265625, + 127.95426177978516, + 127.95426177978516, + 127.55464935302734, + 127.55464935302734, + 128.0483856201172, + 126.20284271240234, + 126.20284271240234, + 125.04566955566406, + 123.9696044921875, + 123.9696044921875, + 124.58673095703125, + 124.58673095703125, + 123.96569061279297, + 124.92643737792969, + 124.92643737792969, + 126.8471908569336, + 128.66880798339844, + 128.66880798339844, + 130.0311737060547, + 130.0311737060547, + 131.35043334960938, + 133.5087432861328, + 133.5087432861328, + 134.72109985351562, + 136.03875732421875, + 136.03875732421875, + 136.67025756835938, + 136.67025756835938, + 136.77549743652344, + 137.34884643554688, + 137.34884643554688, + 137.70692443847656, + 138.15170288085938, + 138.15170288085938, + 138.81407165527344, + 138.81407165527344, + 140.15733337402344, + 142.04808044433594, + 142.04808044433594 + ], + [ + NaN, + -42.021766662597656, + -42.021766662597656, + -40.041812896728516, + -35.46751403808594, + -35.46751403808594, + -33.96957778930664, + -33.96957778930664, + -31.375967025756836, + -29.523983001708984, + -29.523983001708984, + -24.74587059020996, + -19.856149673461914, + -19.856149673461914, + -13.85877799987793, + -13.85877799987793, + -8.448982238769531, + -2.259270668029785, + -2.259270668029785, + 3.1246681213378906, + 8.945207595825195, + 8.945207595825195, + 13.673884391784668, + 13.673884391784668, + 17.386798858642578, + 21.146818161010742, + 21.146818161010742, + 24.584827423095703, + 28.142112731933594, + 28.142112731933594, + 31.42816925048828, + 31.42816925048828, + 35.133670806884766, + 38.278282165527344, + 38.278282165527344, + 41.70513153076172, + 45.538169860839844, + 45.538169860839844, + 49.151039123535156, + 49.151039123535156, + 52.72857666015625, + 55.881385803222656, + 55.881385803222656, + 58.04103088378906, + 60.039634704589844, + 60.039634704589844, + 61.14174270629883, + 61.14174270629883, + 60.40904235839844, + 57.33423614501953, + 57.33423614501953, + 52.07900619506836, + 45.266483306884766, + 45.266483306884766, + 37.18161392211914, + 37.18161392211914, + 29.12087631225586, + 21.761653900146484, + 21.761653900146484, + 16.457860946655273, + 13.362903594970703, + 13.362903594970703, + 12.330852508544922, + 12.330852508544922, + 14.728785514831543, + 16.082326889038086, + 16.082326889038086, + 18.768041610717773, + 21.839988708496094, + 21.839988708496094, + 23.838064193725586, + 23.838064193725586, + 25.428497314453125, + 26.32939910888672, + 26.32939910888672, + 27.2867488861084, + 27.3380126953125, + 27.3380126953125, + 27.654804229736328, + 27.654804229736328, + 27.87995719909668, + 27.61882209777832, + 27.61882209777832, + 27.65939712524414, + 27.904382705688477, + 27.904382705688477, + 27.51042938232422, + 27.51042938232422, + 27.553220748901367, + 28.460529327392578, + 28.460529327392578, + 29.938629150390625, + 30.922876358032227, + 30.922876358032227, + 32.2008171081543, + 32.2008171081543, + 33.30779266357422, + 34.247413635253906, + 34.247413635253906, + 33.598960876464844, + 33.583892822265625, + 33.583892822265625, + 33.53840637207031, + 33.53840637207031, + 33.044124603271484, + 32.761268615722656, + 32.761268615722656, + 32.63827896118164, + 33.30287551879883, + 33.30287551879883, + 33.57914733886719, + 33.57914733886719, + 33.73654556274414, + 34.2266845703125, + 34.2266845703125, + 34.88185501098633, + 35.11909866333008, + 35.11909866333008, + 35.370201110839844, + 35.370201110839844, + 35.30012130737305, + 35.63170623779297, + 35.63170623779297, + 35.68523406982422, + 36.17564010620117, + 36.17564010620117, + 36.540870666503906, + 36.540870666503906, + 37.450469970703125, + 37.93484115600586, + 37.93484115600586, + 38.59439468383789, + 39.296451568603516, + 39.296451568603516, + 40.47066116333008, + 40.47066116333008, + 42.010719299316406, + 43.352256774902344, + 43.352256774902344, + 46.075347900390625, + 48.55559539794922, + 48.55559539794922, + 50.94554901123047, + 50.94554901123047, + 53.46990966796875, + 55.223018646240234, + 55.223018646240234, + 56.90497589111328, + 57.34355163574219, + 57.34355163574219, + 57.077728271484375, + 57.077728271484375, + 56.79071044921875, + 55.7476692199707, + 55.7476692199707, + 54.64847183227539, + 53.44563293457031, + 53.44563293457031, + 52.15522766113281, + 52.15522766113281, + 50.83299255371094, + 49.26131057739258, + 49.26131057739258, + 48.01426315307617, + 46.924049377441406, + 46.924049377441406, + 45.4732551574707, + 45.4732551574707, + 44.63775634765625, + 43.314449310302734, + 43.314449310302734, + 42.89336395263672, + 42.35212326049805, + 42.35212326049805, + 41.85898971557617, + 41.85898971557617, + 41.011695861816406, + 40.936527252197266, + 40.936527252197266, + 41.3766975402832, + 41.993099212646484, + 41.993099212646484, + 42.4545783996582, + 42.4545783996582, + 43.1234016418457, + 44.007896423339844, + 44.007896423339844, + 44.48893356323242, + 45.29586410522461, + 45.29586410522461, + 45.84538269042969, + 45.84538269042969, + 47.24288558959961, + 48.915611267089844, + 48.915611267089844, + 50.862762451171875, + 53.121665954589844, + 53.121665954589844, + 55.13959884643555, + 55.13959884643555, + 56.89983367919922, + 59.69908905029297, + 59.69908905029297, + 61.95120620727539, + 61.95120620727539, + 64.8021469116211, + 67.23467254638672, + 67.23467254638672, + 70.75828552246094, + 73.78105926513672, + 73.78105926513672, + 76.75669860839844, + 76.75669860839844, + 79.52999877929688, + 82.62906646728516, + 82.62906646728516, + 84.86119079589844, + 86.78471374511719, + 86.78471374511719, + 88.4919662475586, + 88.4919662475586, + 90.11498260498047, + 90.68966674804688, + 90.68966674804688, + 90.17708587646484, + 90.4368896484375, + 90.4368896484375, + 90.04190826416016, + 90.04190826416016, + 88.38031005859375, + 86.68657684326172, + 86.68657684326172, + 85.14966583251953, + 83.40829467773438, + 83.40829467773438, + 78.98271942138672, + 78.98271942138672, + 76.83121490478516, + 75.8133316040039, + 75.8133316040039, + 74.07861328125, + 73.61418914794922, + 73.61418914794922, + 73.0002212524414, + 73.0002212524414, + 72.64240264892578, + 73.22442626953125, + 73.22442626953125, + 71.44019317626953, + 70.15835571289062, + 70.15835571289062, + 69.34098052978516, + 69.34098052978516, + 69.45433044433594, + 72.10150909423828, + 72.10150909423828, + 74.34217834472656, + 79.04186248779297, + 79.04186248779297, + 84.06050872802734, + 84.06050872802734, + 88.1309585571289, + 93.58241271972656, + 93.58241271972656, + 98.49407958984375, + 103.6973876953125, + 103.6973876953125, + 108.5970458984375, + 108.5970458984375, + 112.87854766845703, + 117.34629821777344, + 117.34629821777344, + 120.40235137939453, + 123.32353210449219, + 123.32353210449219, + 124.97637939453125, + 124.97637939453125, + 126.71038055419922, + 127.48812866210938, + 127.48812866210938, + 128.0876007080078, + 129.51791381835938, + 129.51791381835938, + 130.19139099121094, + 130.19139099121094, + 130.42141723632812, + 130.90538024902344, + 130.90538024902344, + 131.8097686767578, + 132.6690673828125, + 132.6690673828125, + 133.18896484375, + 133.18896484375, + 133.36264038085938, + 133.94447326660156, + 133.94447326660156, + 134.71636962890625, + 134.67454528808594, + 134.67454528808594, + 133.97015380859375, + 133.97015380859375, + 134.41758728027344, + 135.12957763671875, + 135.12957763671875, + 136.04393005371094, + 136.24191284179688, + 136.24191284179688, + 136.80947875976562, + 136.80947875976562, + 137.32371520996094, + 138.09828186035156, + 138.09828186035156, + 138.15838623046875, + 137.9524688720703, + 137.9524688720703, + 137.55116271972656, + 137.55116271972656, + 137.66912841796875, + 137.92373657226562, + 137.92373657226562, + 137.9494171142578, + 138.0425262451172, + 138.0425262451172, + 138.59840393066406, + 138.59840393066406, + 138.63943481445312, + 139.49960327148438, + 139.49960327148438, + 139.5576629638672, + 140.0697784423828, + 140.0697784423828, + 140.41976928710938, + 140.41976928710938, + 140.79913330078125, + 141.1243133544922, + 141.1243133544922, + 140.96951293945312, + 141.2444610595703, + 141.2444610595703, + 140.9605712890625, + 140.9605712890625, + 140.7406463623047, + 140.36654663085938, + 140.36654663085938, + 140.12060546875, + 139.73704528808594, + 139.73704528808594, + 139.41192626953125, + 139.41192626953125, + 138.52232360839844, + 137.8987579345703, + 137.8987579345703, + 138.36875915527344, + 138.7657470703125, + 138.7657470703125, + 139.3052978515625, + 139.3052978515625, + 140.23553466796875, + 141.60574340820312, + 141.60574340820312, + 142.98501586914062, + 143.2095947265625, + 143.2095947265625, + 143.6055145263672, + 143.6055145263672, + 142.27005004882812, + 142.0644073486328, + 142.0644073486328, + 141.28004455566406, + 140.783447265625, + 140.783447265625, + 141.23080444335938, + 141.23080444335938, + 141.41952514648438, + 142.9967041015625, + 142.9967041015625, + 143.4381561279297, + 144.3466339111328, + 144.3466339111328, + 144.96888732910156, + 144.96888732910156, + 144.98802185058594, + 144.65908813476562, + 144.65908813476562, + 144.89443969726562, + 144.9832305908203, + 144.9832305908203, + 144.67591857910156, + 144.67591857910156, + 144.91648864746094, + 145.29156494140625, + 145.29156494140625, + 145.34356689453125, + 145.4717254638672, + 145.4717254638672, + 145.87094116210938, + 145.87094116210938, + 146.49859619140625, + 146.96902465820312, + 146.96902465820312 + ] + ], + "sample_efficiencies": [ + [ + NaN, + 4.999999873689376e-05, + 4.166666622040793e-05, + 3.542320700944401e-05, + 3.1718573154648766e-05, + 2.8803357054130174e-05, + 2.651997965585906e-05, + 2.4614566427771933e-05, + 2.298360959684942e-05, + 2.1589276002487168e-05, + 2.0377216060296632e-05, + 1.930972393893171e-05, + 1.838335629145149e-05, + 1.7553236830281094e-05, + 1.6775122276158072e-05, + 1.6073023289209232e-05, + 1.5404590158141218e-05, + 1.4802514670009259e-05, + 1.4252965229388792e-05, + 1.3752061931882054e-05, + 1.3287140063766856e-05, + 1.2857296496804338e-05, + 1.2468007298593875e-05, + 1.2104852430638857e-05, + 1.1766366696974728e-05, + 1.1451339560153428e-05, + 1.115496525017079e-05, + 1.0875501175178215e-05, + 1.0612788173602894e-05, + 1.0364097761339508e-05, + 1.0127729183295742e-05, + 9.903281352308113e-06, + 9.691340892459266e-06, + 9.489015610597562e-06, + 9.296019925386645e-06, + 9.112652151088696e-06, + 8.938394785218406e-06, + 8.771478860580828e-06, + 8.61145781527739e-06, + 8.457869625999592e-06, + 8.310896191687789e-06, + 8.170389264705591e-06, + 8.035104656300973e-06, + 7.905074198788498e-06, + 7.780113264743704e-06, + 7.65949152992107e-06, + 7.543460014858283e-06, + 7.431286121573066e-06, + 7.323232694034232e-06, + 7.218955943244509e-06, + 7.11793290975038e-06, + 7.02049055689713e-06, + 6.926152764208382e-06, + 6.8345893851073924e-06, + 6.745222890458535e-06, + 6.658416623395169e-06, + 6.573690370714758e-06, + 6.490904070233228e-06, + 6.41040696791606e-06, + 6.3319143919216e-06, + 6.254754680412589e-06, + 6.179663159855409e-06, + 6.106708497100044e-06, + 6.035647402313771e-06, + 5.96708059674711e-06, + 5.900378255319083e-06, + 5.835311640112195e-06, + 5.772012173110852e-06, + 5.710325694963103e-06, + 5.650083949149121e-06, + 5.591671651927754e-06, + 5.534580850508064e-06, + 5.478761977428803e-06, + 5.424013124866178e-06, + 5.3704611673310865e-06, + 5.317749582900433e-06, + 5.2661866902781185e-06, + 5.2157192840240896e-06, + 5.166054052097024e-06, + 5.1174251893826295e-06, + 5.069528015155811e-06, + 5.0227354222442955e-06, + 4.976890068064677e-06, + 4.931692728860071e-06, + 4.887512204732047e-06, + 4.844199793296866e-06, + 4.801476279681083e-06, + 4.759579951496562e-06, + 4.718247964774491e-06, + 4.677448032452958e-06, + 4.637424353859387e-06, + 4.597676252160454e-06, + 4.55858935310971e-06, + 4.520235052041244e-06, + 4.482378699321998e-06, + 4.445222202775767e-06, + 4.408263066579821e-06, + 4.371777777123498e-06, + 4.3359596020309255e-06, + 4.300532964407466e-06, + 4.265314146323362e-06, + 4.230734703014605e-06, + 4.196383088128641e-06, + 4.162650384387234e-06, + 4.129376520722872e-06, + 4.096500106243184e-06, + 4.06420531362528e-06, + 4.03181502406369e-06, + 3.999611635663314e-06, + 3.967982138419757e-06, + 3.936712346330751e-06, + 3.905992798536317e-06, + 3.8758166738261934e-06, + 3.845878381980583e-06, + 3.816455773630878e-06, + 3.7875793168495875e-06, + 3.759454330065637e-06, + 3.731795004568994e-06, + 3.7039974358776817e-06, + 3.6766625726158964e-06, + 3.6501826343737775e-06, + 3.623932570917532e-06, + 3.598103603508207e-06, + 3.572828518372262e-06, + 3.5483494684740435e-06, + 3.524243311403552e-06, + 3.500524599076016e-06, + 3.4771603623084957e-06, + 3.4546214919828344e-06, + 3.4323716135986615e-06, + 3.4104391488654073e-06, + 3.3888838970597135e-06, + 3.3661988254607422e-06, + 3.343852768011857e-06, + 3.320665200590156e-06, + 3.297838702565059e-06, + 3.274093387517496e-06, + 3.250110012231744e-06, + 3.2265252229990438e-06, + 3.20198705594521e-06, + 3.176698555762414e-06, + 3.1518679861619603e-06, + 3.1263195978681324e-06, + 3.1012477847980335e-06, + 3.0751484700886067e-06, + 3.0488929496641504e-06, + 3.0231574328354327e-06, + 2.9976756650285097e-06, + 2.9712236937484704e-06, + 2.9453158276737668e-06, + 2.9197096864663763e-06, + 2.894623321481049e-06, + 2.8692929845419712e-06, + 2.8442186703614425e-06, + 2.819657538566389e-06, + 2.7940975542151136e-06, + 2.7674332159222104e-06, + 2.7413707357482053e-06, + 2.714995616770466e-06, + 2.6892225832853e-06, + 2.6618113224685658e-06, + 2.6332554625696503e-06, + 2.605434247016092e-06, + 2.576339056759025e-06, + 2.5438414468226256e-06, + 2.5123392788373167e-06, + 2.477794168953551e-06, + 2.4444109385513e-06, + 2.4070850486168638e-06, + 2.3667500954616116e-06, + 2.3280904315470252e-06, + 2.286496510350844e-06, + 2.243186372652417e-06, + 2.201935785706155e-06, + 2.1601581465802155e-06, + 2.1203870801400626e-06, + 2.080091917378013e-06, + 2.040429080807371e-06, + 2.0027059690619353e-06, + 1.9657252323668217e-06, + 1.930581902342965e-06, + 1.8970705468746019e-06, + 1.864477553681354e-06, + 1.8333504385736887e-06, + 1.8026194084086455e-06, + 1.7729328192217508e-06, + 1.7445418052375317e-06, + 1.717088593977678e-06, + 1.690263275122561e-06, + 1.6645610685372958e-06, + 1.638717776586418e-06, + 1.613958829693729e-06, + 1.5896778222668217e-06, + 1.5658771417292883e-06, + 1.5430509847647045e-06, + 1.5206383068289142e-06, + 1.4986434280217509e-06, + 1.477528826399066e-06, + 1.4569593531632563e-06, + 1.4371878478414146e-06, + 1.417872113051999e-06, + 1.3990386378281983e-06, + 1.3809097936245962e-06, + 1.363229443995806e-06, + 1.3461908565659542e-06, + 1.3295406233737594e-06, + 1.3132024605511106e-06, + 1.2974390983799822e-06, + 1.2819807579944609e-06, + 1.2668394901993452e-06, + 1.2522151564553496e-06, + 1.2379108511595405e-06, + 1.2240815294717322e-06, + 1.2105457471989212e-06, + 1.1972783795499709e-06, + 1.1844374512293143e-06, + 1.1719351959982305e-06, + 1.1597049933698145e-06, + 1.1478517762952833e-06, + 1.1362708391970955e-06, + 1.1250367606407963e-06, + 1.1140282367705368e-06, + 1.103212525777053e-06, + 1.092710590455681e-06, + 1.0824226137629012e-06, + 1.0723547347879503e-06, + 1.0625685717968736e-06, + 1.0530067129366216e-06, + 1.0437044011268881e-06, + 1.0345780765419477e-06, + 1.0256485438731033e-06, + 1.0169528650294524e-06, + 1.0084589803227573e-06, + 1.0001506325352238e-06, + 9.920509000949096e-07, + 9.841004384725238e-07, + 9.763444950294797e-07, + 9.687496458354872e-07, + 9.613193014956778e-07, + 9.540636938254465e-07, + 9.469534347772424e-07, + 9.399984151059471e-07, + 9.332004538009642e-07, + 9.265269227398676e-07, + 9.200004456033639e-07, + 9.136084599958849e-07, + 9.073235105461208e-07, + 9.011720294438419e-07, + 8.951165000326e-07, + 8.89158627614961e-07, + 8.833234232952236e-07, + 8.77570812463091e-07, + 8.71934332735691e-07, + 8.663807875564089e-07, + 8.609119390712294e-07, + 8.555502972740214e-07, + 8.502699415657844e-07, + 8.450850828012335e-07, + 8.39998506307893e-07, + 8.349915674443764e-07, + 8.300775675706973e-07, + 8.252448537859891e-07, + 8.204992809623946e-07, + 8.158386890499969e-07, + 8.112616001199058e-07, + 8.067457883953466e-07, + 8.02308136371721e-07, + 7.979452902873163e-07, + 7.936562269605929e-07, + 7.894423674770223e-07, + 7.852919452489004e-07, + 7.812093940628984e-07, + 7.771825494273799e-07, + 7.73218346239446e-07, + 7.693170118727721e-07, + 7.654667797396542e-07, + 7.616764605700155e-07, + 7.579481007269351e-07, + 7.54275561121176e-07, + 7.506582733185496e-07, + 7.470965783795691e-07, + 7.435954216816754e-07, + 7.40145139843662e-07, + 7.36740901174926e-07, + 7.333851499424782e-07, + 7.300820357158955e-07, + 7.268210424626886e-07, + 7.236051260406384e-07, + 7.204304210972623e-07, + 7.172941991484549e-07, + 7.142000981730234e-07, + 7.111372610779654e-07, + 7.081149533405551e-07, + 7.051281158965139e-07, + 7.021717465249822e-07, + 6.992535759309249e-07, + 6.963717282815196e-07, + 6.935241003702686e-07, + 6.907122838128998e-07, + 6.879357101752248e-07, + 6.851934131191229e-07, + 6.824835736551904e-07, + 6.798067602176161e-07, + 6.77162120155117e-07, + 6.74550506118976e-07, + 6.719698717461142e-07, + 6.694194212286675e-07, + 6.668956871180853e-07, + 6.64400999994541e-07, + 6.619333134949557e-07, + 6.594950718863402e-07, + 6.570841151187778e-07, + 6.547024895553477e-07, + 6.523449656015146e-07, + 6.500132485598442e-07, + 6.477047804764879e-07, + 6.454212098105927e-07, + 6.431624228753208e-07, + 6.409288175746042e-07, + 6.387186317624582e-07, + 6.365272042785364e-07, + 6.343576046674571e-07, + 6.3221034451999e-07, + 6.30084741715109e-07, + 6.27980739409395e-07, + 6.258990765672934e-07, + 6.238370815481176e-07, + 6.217954933163128e-07, + 6.197723223522189e-07, + 6.177685918373754e-07, + 6.157843017717823e-07, + 6.138184289739002e-07, + 6.11871314504242e-07, + 6.0993886563665e-07, + 6.080214234316372e-07, + 6.061220005904033e-07, + 6.042402560524351e-07, + 6.023740866112348e-07, + 6.005250838825305e-07, + 5.986898372611904e-07, + 5.968713594484143e-07, + 5.950643071628292e-07, + 5.932706699240953e-07, + 5.914931193728989e-07, + 5.897305754842819e-07, + 5.879811055820028e-07, + 5.86247040246235e-07, + 5.845250825586845e-07, + 5.828181315337133e-07, + 5.811244250253367e-07, + 5.794472599518485e-07, + 5.777844194199133e-07, + 5.761366992373951e-07, + 5.745033604398486e-07, + 5.728837209062476e-07, + 5.712780080102675e-07, + 5.696854827874631e-07, + 5.68105917864159e-07, + 5.665409048560832e-07, + 5.649884542435757e-07, + 5.634485091832175e-07, + 5.61920558084239e-07, + 5.604047146334779e-07, + 5.588993303717871e-07, + 5.574058263846382e-07, + 5.559239184549369e-07, + 5.544519581235363e-07, + 5.529914233193267e-07, + 5.515400971489726e-07, + 5.500984912032436e-07, + 5.486678560373548e-07, + 5.472455768540385e-07, + 5.458340410768869e-07, + 5.444327371151303e-07, + 5.430395049188519e-07, + 5.41656675068225e-07, + 5.402835085988045e-07, + 5.389191528593074e-07, + 5.375647447181109e-07, + 5.362197725844453e-07, + 5.348844638319861e-07, + 5.335597847988538e-07, + 5.322438596522261e-07, + 5.309373136697104e-07, + 5.296383278619032e-07, + 5.283474706629931e-07, + 5.270655947242631e-07, + 5.257903694655397e-07, + 5.245240117801586e-07, + 5.232661806076067e-07, + 5.220164212005329e-07, + 5.207751883062883e-07, + 5.195391281631601e-07, + 5.183095481697819e-07, + 5.170883241589763e-07, + 5.158722728992871e-07, + 5.146644070919137e-07, + 5.13462453000102e-07, + 5.122649895383802e-07, + 5.110755409987178e-07 + ], + [ + NaN, + 4.999999873689376e-05, + 4.166666622040793e-05, + 2.9234275643830188e-05, + 2.3529768441221677e-05, + 2.090903217322193e-05, + 1.8859760530176573e-05, + 1.735699515847955e-05, + 1.530935514892917e-05, + 1.3580230188381393e-05, + 1.2477350537665188e-05, + 1.1374489986337721e-05, + 1.03594766187598e-05, + 9.664399840403348e-06, + 9.010685971588828e-06, + 8.516442903783172e-06, + 8.047219125728589e-06, + 7.642649507033639e-06, + 7.310262844839599e-06, + 7.016524705250049e-06, + 6.759120424248977e-06, + 6.53228835290065e-06, + 6.331488748401171e-06, + 6.149246473796666e-06, + 5.987873464619042e-06, + 5.842869995831279e-06, + 5.707222953788005e-06, + 5.582796802627854e-06, + 5.4657998589391354e-06, + 5.354989298211876e-06, + 5.251212314760778e-06, + 5.1523957154131494e-06, + 5.057618182036094e-06, + 4.966649612470064e-06, + 4.87971601614845e-06, + 4.795291260961676e-06, + 4.713622729468625e-06, + 4.635418008547276e-06, + 4.559607077680994e-06, + 4.486886609811336e-06, + 4.415865987539291e-06, + 4.346067271399079e-06, + 4.279062068235362e-06, + 4.213441570755094e-06, + 4.149097094341414e-06, + 4.087268735020189e-06, + 4.026590886496706e-06, + 3.9682272472418845e-06, + 3.909874976670835e-06, + 3.8516323002113495e-06, + 3.795676548179472e-06, + 3.7403785881906515e-06, + 3.6849501157121267e-06, + 3.631726031017024e-06, + 3.578335963538848e-06, + 3.527070930431364e-06, + 3.4755726119328756e-06, + 3.423001544433646e-06, + 3.3726425954228034e-06, + 3.3220539989997633e-06, + 3.2713264772610273e-06, + 3.2227940209850203e-06, + 3.1754702831676695e-06, + 3.1301105991587974e-06, + 3.0833150503895013e-06, + 3.03572937809804e-06, + 2.990280563608394e-06, + 2.943922254416975e-06, + 2.8964036573597696e-06, + 2.851175622708979e-06, + 2.804315954563208e-06, + 2.75978936770116e-06, + 2.713771209528204e-06, + 2.66711526819563e-06, + 2.622952479214291e-06, + 2.578761495897197e-06, + 2.5345286758238217e-06, + 2.492694420652697e-06, + 2.451693717375747e-06, + 2.412833282505744e-06, + 2.374471705479664e-06, + 2.336963007110171e-06, + 2.301351742062252e-06, + 2.2665383312414633e-06, + 2.232664883194957e-06, + 2.200421022280352e-06, + 2.169059371226467e-06, + 2.1391367681644624e-06, + 2.109889919665875e-06, + 2.0814766230614623e-06, + 2.054297738141031e-06, + 2.0278255306038773e-06, + 2.0021316231577657e-06, + 1.9774870452238247e-06, + 1.9535939372872235e-06, + 1.9306278318254044e-06, + 1.9082901872025104e-06, + 1.88655712918262e-06, + 1.8656162410479737e-06, + 1.8452049062034348e-06, + 1.8252962945553008e-06, + 1.8060727597912773e-06, + 1.7873064734885702e-06, + 1.7691598941382836e-06, + 1.7514023511466803e-06, + 1.734057264002331e-06, + 1.7172559410028043e-06, + 1.7008586610245402e-06, + 1.684899984866206e-06, + 1.6694120859028772e-06, + 1.6542910543648759e-06, + 1.6395983948314097e-06, + 1.6252977275144076e-06, + 1.6113400533868116e-06, + 1.5977540215317276e-06, + 1.5845012057980057e-06, + 1.5715312429165351e-06, + 1.5588876749461633e-06, + 1.54651263528649e-06, + 1.5344379562520771e-06, + 1.5226122513922746e-06, + 1.5110086906133802e-06, + 1.4996737718320219e-06, + 1.4885546306686592e-06, + 1.4776318266740418e-06, + 1.466950948270096e-06, + 1.4564499224434257e-06, + 1.4461747923633084e-06, + 1.4360765590026858e-06, + 1.4261311207519611e-06, + 1.416391683051188e-06, + 1.406818000759813e-06, + 1.3973960903967964e-06, + 1.388161877002858e-06, + 1.3790748880637693e-06, + 1.370164113723149e-06, + 1.361390900456172e-06, + 1.352763433715154e-06, + 1.3442971749100252e-06, + 1.3359820059122285e-06, + 1.3278172446007375e-06, + 1.3197983435020433e-06, + 1.3119125696903211e-06, + 1.3041636748312158e-06, + 1.2965475661985693e-06, + 1.289062424802978e-06, + 1.2817018841815297e-06, + 1.2744598052449874e-06, + 1.2673212950176094e-06, + 1.2602974948094925e-06, + 1.253371920029167e-06, + 1.2465551435525413e-06, + 1.2398313629091717e-06, + 1.2331953485045233e-06, + 1.226660174324934e-06, + 1.2202166317365482e-06, + 1.2138571037212387e-06, + 1.2075913673470495e-06, + 1.2014132835247437e-06, + 1.195324216496374e-06, + 1.1893106375282514e-06, + 1.183380732072692e-06, + 1.1775335906349937e-06, + 1.1717606867023278e-06, + 1.166055540124944e-06, + 1.1604278142840485e-06, + 1.1548671636774088e-06, + 1.1493807505758014e-06, + 1.1439542504376732e-06, + 1.1385897096261033e-06, + 1.1332949725328945e-06, + 1.128056851484871e-06, + 1.1228767107240856e-06, + 1.1177622809555032e-06, + 1.1127059451609966e-06, + 1.10771247818775e-06, + 1.1027794926121715e-06, + 1.0979039188896422e-06, + 1.0930873486358905e-06, + 1.0883292134167277e-06, + 1.0836246246981318e-06, + 1.078975515156344e-06, + 1.074380406862474e-06, + 1.0698385040086578e-06, + 1.065350716089597e-06, + 1.0609110177028924e-06, + 1.0565213415247854e-06, + 1.0521770263949293e-06, + 1.0478770491317846e-06, + 1.0436244792799698e-06, + 1.0394181799711077e-06, + 1.0352575827710098e-06, + 1.0311416644981364e-06, + 1.0270620123264962e-06, + 1.0230255611531902e-06, + 1.0190282182520605e-06, + 1.0150697562494315e-06, + 1.01115233519522e-06, + 1.007269474939676e-06, + 1.0034265187641722e-06, + 9.996190328820376e-07, + 9.958461077985703e-07, + 9.921110404320643e-07, + 9.884117844194407e-07, + 9.84749249255401e-07, + 9.811250265556737e-07, + 9.77534796220425e-07, + 9.739792403706815e-07, + 9.704581316327676e-07, + 9.66972038440872e-07, + 9.635189144319156e-07, + 9.600996691006003e-07, + 9.56712256083847e-07, + 9.533608817946515e-07, + 9.500419650976255e-07, + 9.467532890994335e-07, + 9.434972980670864e-07, + 9.402755836163124e-07, + 9.37082575092063e-07, + 9.339218536297267e-07, + 9.307889285992132e-07, + 9.276829473492398e-07, + 9.246041940969008e-07, + 9.215520435645885e-07, + 9.185240514852921e-07, + 9.155214115708077e-07, + 9.125441238211351e-07, + 9.095925861402065e-07, + 9.066657185030635e-07, + 9.03761133486114e-07, + 9.00878774245939e-07, + 8.980200618680101e-07, + 8.951827794589917e-07, + 8.923652785597369e-07, + 8.89570685558283e-07, + 8.867974656823208e-07, + 8.84046528426552e-07, + 8.813121326056716e-07, + 8.785953582446382e-07, + 8.75900127539353e-07, + 8.732260994293028e-07, + 8.705752634341479e-07, + 8.679449479132018e-07, + 8.653351528664643e-07, + 8.627454803900036e-07, + 8.601745093983482e-07, + 8.576253094361164e-07, + 8.550954362362972e-07, + 8.525821613147855e-07, + 8.500888952767127e-07, + 8.476141601931886e-07, + 8.45157558160281e-07, + 8.42719146021409e-07, + 8.40298241655546e-07, + 8.378958682442317e-07, + 8.355109457625076e-07, + 8.331412004736194e-07, + 8.307901566695364e-07, + 8.28455995360855e-07, + 8.261370680884284e-07, + 8.238345685640525e-07, + 8.215469051719992e-07, + 8.192748168767139e-07, + 8.170186447387096e-07, + 8.147785592882428e-07, + 8.125543331516383e-07, + 8.103453978947073e-07, + 8.08149650310952e-07, + 8.059689093897759e-07, + 8.038047099034884e-07, + 8.016572223823459e-07, + 7.995241730895941e-07, + 7.974051641213009e-07, + 7.953001386340475e-07, + 7.932090966278338e-07, + 7.911321517894976e-07, + 7.890687925282691e-07, + 7.8701793881919e-07, + 7.849799885661923e-07, + 7.829551691429515e-07, + 7.809433100192109e-07, + 7.789432174831745e-07, + 7.769559715598007e-07, + 7.749839028292627e-07, + 7.73024339650874e-07, + 7.710787599535252e-07, + 7.691466521464463e-07, + 7.672265951441659e-07, + 7.653206921531819e-07, + 7.634278631485358e-07, + 7.615466870447563e-07, + 7.596793238917599e-07, + 7.578232725791167e-07, + 7.559789878541778e-07, + 7.541468676208751e-07, + 7.523257181674126e-07, + 7.505169037358428e-07, + 7.487187190236e-07, + 7.469312777175219e-07, + 7.451557166859857e-07, + 7.433905011566821e-07, + 7.416358585032867e-07, + 7.398911066047731e-07, + 7.381565296782355e-07, + 7.364315024460666e-07, + 7.347156838477531e-07, + 7.330096991609025e-07, + 7.313131504815829e-07, + 7.296262651834695e-07, + 7.279472811205778e-07, + 7.262761982929078e-07, + 7.246146083161875e-07, + 7.229613174786209e-07, + 7.21317121588072e-07, + 7.196820774879598e-07, + 7.1805538937042e-07, + 7.164377393564791e-07, + 7.148292411329749e-07, + 7.132309178814467e-07, + 7.11641348516423e-07, + 7.100621814970509e-07, + 7.084933599799115e-07, + 7.069330081321823e-07, + 7.053826607261726e-07, + 7.038406693027355e-07, + 7.023081138868292e-07, + 7.007849944784539e-07, + 6.992699468355568e-07, + 6.977628004278813e-07, + 6.962628731344012e-07, + 6.947708470761427e-07, + 6.932859832886606e-07, + 6.918089070495625e-07, + 6.9033853833389e-07, + 6.888769235047221e-07, + 6.874227551634249e-07, + 6.859755785626476e-07, + 6.845368716312805e-07, + 6.831054975009465e-07, + 6.816814561716456e-07, + 6.802646907999588e-07, + 6.788556561332371e-07, + 6.774546932319936e-07, + 6.760607789146889e-07, + 6.746737426510663e-07, + 6.732933002240316e-07, + 6.71919735850679e-07, + 6.705521400363068e-07, + 6.691913085887791e-07, + 6.67837127821258e-07, + 6.664891998298117e-07, + 6.651478656749532e-07, + 6.638132958869392e-07, + 6.62484069380298e-07, + 6.611612661799882e-07, + 6.598447725991718e-07, + 6.585346454812679e-07, + 6.572303163920878e-07, + 6.559346275025746e-07, + 6.546451345457172e-07, + 6.533633722938248e-07, + 6.520874649140751e-07, + 6.508175829367246e-07, + 6.495540105788677e-07, + 6.482962930931535e-07, + 6.470451694440271e-07, + 6.45800867005164e-07, + 6.445623625950248e-07, + 6.433286898754886e-07, + 6.421002467504877e-07, + 6.408774879673729e-07, + 6.396610956471704e-07, + 6.384502739820164e-07, + 6.372463303705445e-07, + 6.360489805956604e-07, + 6.348570309455681e-07, + 6.336722435662523e-07, + 6.32494163710362e-07, + 6.313214271358447e-07, + 6.301553412413341e-07, + 6.289944280979398e-07, + 6.278389719227562e-07, + 6.266889158723643e-07, + 6.25543918886251e-07, + 6.244039809644164e-07, + 6.23269670541049e-07, + 6.221402486517036e-07, + 6.210156016095425e-07, + 6.198957862579846e-07, + 6.187812573443807e-07, + 6.176719011818932e-07, + 6.165674335534277e-07, + 6.154679113024031e-07, + 6.143738460195891e-07, + 6.132844987405406e-07, + 6.122004378994461e-07, + 6.111210382186982e-07, + 6.100469818193233e-07, + 6.08977927640808e-07, + 6.07913307248964e-07 + ], + [ + NaN, + 4.999999873689376e-05, + 4.166666985838674e-05, + 3.662280141725205e-05, + 3.2317104341927916e-05, + 2.9097285732859746e-05, + 2.652462717378512e-05, + 2.4449149350402877e-05, + 2.2613037799601443e-05, + 2.103002589137759e-05, + 1.969868753803894e-05, + 1.8477974663255736e-05, + 1.7322756320936605e-05, + 1.633790452615358e-05, + 1.5421659554704092e-05, + 1.4627938980993349e-05, + 1.3907985703554004e-05, + 1.3242097338661551e-05, + 1.2652953955694102e-05, + 1.2104513189115096e-05, + 1.1592203918553423e-05, + 1.1132605322927702e-05, + 1.0701675819291268e-05, + 1.0311397090845276e-05, + 9.936625247064512e-06, + 9.576153388479725e-06, + 9.24800679058535e-06, + 8.928494025894906e-06, + 8.61876742419554e-06, + 8.336029168276582e-06, + 8.064213034231216e-06, + 7.814761374902446e-06, + 7.577125415991759e-06, + 7.3519759098417126e-06, + 7.143790753616486e-06, + 6.942289019207237e-06, + 6.752307399437996e-06, + 6.575571660505375e-06, + 6.407875844161026e-06, + 6.251065315154847e-06, + 6.101344297348987e-06, + 5.959106147201965e-06, + 5.8253049246559385e-06, + 5.696069820260163e-06, + 5.573905127675971e-06, + 5.458399300550809e-06, + 5.3479952839552425e-06, + 5.243253781372914e-06, + 5.141963811183814e-06, + 5.045377747592283e-06, + 4.9533832680026535e-06, + 4.86441877001198e-06, + 4.7788366828172e-06, + 4.69706083094934e-06, + 4.61777290183818e-06, + 4.541865564533509e-06, + 4.467984581424389e-06, + 4.396460099087562e-06, + 4.327826900407672e-06, + 4.261450612830231e-06, + 4.196932422928512e-06, + 4.134878054173896e-06, + 4.074527623743052e-06, + 4.016396360384533e-06, + 3.959577497880673e-06, + 3.90403965866426e-06, + 3.850466328003677e-06, + 3.797953240791685e-06, + 3.7465761124622077e-06, + 3.6969554457755294e-06, + 3.6480573726294097e-06, + 3.6007961625728058e-06, + 3.555027205948136e-06, + 3.509685711833299e-06, + 3.4658094136830186e-06, + 3.422986310397391e-06, + 3.3806559258664493e-06, + 3.339654085721122e-06, + 3.2993871172948275e-06, + 3.2603527415631106e-06, + 3.2222606023424305e-06, + 3.184485876772669e-06, + 3.14783824251208e-06, + 3.111781779807643e-06, + 3.076242819588515e-06, + 3.0417393190873554e-06, + 3.0075746053626062e-06, + 2.974390099552693e-06, + 2.941531192846014e-06, + 2.908681835833704e-06, + 2.876775397453457e-06, + 2.844605205609696e-06, + 2.811793820001185e-06, + 2.7799687813967466e-06, + 2.7479998152557528e-06, + 2.7169930945092347e-06, + 2.6850450467463816e-06, + 2.6520965548115782e-06, + 2.6202271783404285e-06, + 2.5875285700749373e-06, + 2.554451839387184e-06, + 2.5225203899026383e-06, + 2.4903117719077272e-06, + 2.4592231966380496e-06, + 2.4280245725094574e-06, + 2.397102434770204e-06, + 2.3672623683523852e-06, + 2.3380216589430347e-06, + 2.3090658487490145e-06, + 2.2811002509115497e-06, + 2.253515503980452e-06, + 2.2268541215453297e-06, + 2.200701601395849e-06, + 2.174946303057368e-06, + 2.150028421965544e-06, + 2.1255636966088787e-06, + 2.1017378912802087e-06, + 2.078655597870238e-06, + 2.056176754194894e-06, + 2.0343745745776687e-06, + 2.0131351448071655e-06, + 1.992460283872788e-06, + 1.9723759123735363e-06, + 1.9529622932168422e-06, + 1.9339863683853764e-06, + 1.9155222616973333e-06, + 1.8975130160470144e-06, + 1.8799730696628103e-06, + 1.8628018096933374e-06, + 1.846061195465154e-06, + 1.8297367887498694e-06, + 1.8137444612875697e-06, + 1.7983709312829887e-06, + 1.7833561969382572e-06, + 1.7688886373434798e-06, + 1.754742584125779e-06, + 1.7412987745046848e-06, + 1.7284606883549714e-06, + 1.7158779428427806e-06, + 1.7040987358996063e-06, + 1.693137505753839e-06, + 1.6823607893456938e-06, + 1.6723073485991335e-06, + 1.662408408265037e-06, + 1.653112803978729e-06, + 1.6443000276922248e-06, + 1.6356043488485739e-06, + 1.6273110077236197e-06, + 1.6192458360819728e-06, + 1.6112780940602534e-06, + 1.6034496184147429e-06, + 1.5957135701683e-06, + 1.588063014423824e-06, + 1.5805441080374294e-06, + 1.5731114899608656e-06, + 1.5655846254958306e-06, + 1.558026156089909e-06, + 1.5505569308515987e-06, + 1.5430418898176868e-06, + 1.5356165476987371e-06, + 1.5281746073014801e-06, + 1.5206071566353785e-06, + 1.5131330428630463e-06, + 1.5055958328957786e-06, + 1.4980073501646984e-06, + 1.4905151601851685e-06, + 1.4829773817837122e-06, + 1.4755360098206438e-06, + 1.4679254718430457e-06, + 1.4602554756493191e-06, + 1.452688252356893e-06, + 1.4450444041358423e-06, + 1.437344963051146e-06, + 1.4297518191597192e-06, + 1.4220773891793215e-06, + 1.414510279573733e-06, + 1.4069162261876045e-06, + 1.3993405900691869e-06, + 1.3918715922045521e-06, + 1.3843160786564113e-06, + 1.3767159998678835e-06, + 1.369226083625108e-06, + 1.361695126433915e-06, + 1.3542738770411233e-06, + 1.3468530823956826e-06, + 1.3394363804763998e-06, + 1.3321283631739789e-06, + 1.3248834420664934e-06, + 1.317748001383734e-06, + 1.3107146514812484e-06, + 1.3037696362516726e-06, + 1.296922164328862e-06, + 1.29011766603071e-06, + 1.2833623941332917e-06, + 1.276701141250669e-06, + 1.270128677788307e-06, + 1.2636323845072184e-06, + 1.2572240848385263e-06, + 1.2508887721196515e-06, + 1.2446381560948794e-06, + 1.2384368801576784e-06, + 1.232323597832874e-06, + 1.2262902373549878e-06, + 1.22033679872402e-06, + 1.2144596439611632e-06, + 1.208646835948457e-06, + 1.2028820037812693e-06, + 1.1971895901297103e-06, + 1.191514797937998e-06, + 1.1858840025524842e-06, + 1.18032357931952e-06, + 1.1748146562240436e-06, + 1.1693737178575248e-06, + 1.1640067896223627e-06, + 1.1587378594413167e-06, + 1.1535315707078553e-06, + 1.148431010733475e-06, + 1.1434807447585627e-06, + 1.1385860716472962e-06, + 1.1338300964780501e-06, + 1.129125621446292e-06, + 1.1245545010751812e-06, + 1.1201145753148012e-06, + 1.1157194421684835e-06, + 1.1114397011624533e-06, + 1.1072770575992763e-06, + 1.1031539770556265e-06, + 1.0991666385962162e-06, + 1.0952154525512015e-06, + 1.0913612413787632e-06, + 1.0875814950850327e-06, + 1.0838342632268905e-06, + 1.0801644521052367e-06, + 1.0765686511149397e-06, + 1.0730022950156126e-06, + 1.0694751608752995e-06, + 1.0659765621312545e-06, + 1.0624796686897753e-06, + 1.058986867974454e-06, + 1.0555223752817255e-06, + 1.052046854965738e-06, + 1.0485885013622465e-06, + 1.0451581147208344e-06, + 1.0417072644486325e-06, + 1.0382844948253478e-06, + 1.0348173873353517e-06, + 1.0312970744053018e-06, + 1.0278068884872482e-06, + 1.0242682719763252e-06, + 1.020687250274932e-06, + 1.0171380608881009e-06, + 1.013501787383575e-06, + 1.0098987104356638e-06, + 1.0062223054774222e-06, + 1.0024908760897233e-06, + 9.987952580559067e-07, + 9.950786079571117e-07, + 9.913579788189963e-07, + 9.876736157821142e-07, + 9.83991299108311e-07, + 9.803446801015525e-07, + 9.767223900780664e-07, + 9.73130454440252e-07, + 9.695728522274294e-07, + 9.660336672823178e-07, + 9.625034635973861e-07, + 9.590069112164201e-07, + 9.55514110501099e-07, + 9.520545063423924e-07, + 9.486217891208071e-07, + 9.452125482312113e-07, + 9.418352533430152e-07, + 9.384822305946727e-07, + 9.351537642032781e-07, + 9.318559932580683e-07, + 9.285969326811028e-07, + 9.253675443687825e-07, + 9.221786285706912e-07, + 9.190329137709341e-07, + 9.159150522464188e-07, + 9.128387432610907e-07, + 9.09796199266566e-07, + 9.06779860088136e-07, + 9.038269581651548e-07, + 9.008987262859591e-07, + 8.980219377008325e-07, + 8.952289363151067e-07, + 8.924581038627366e-07, + 8.897779366634495e-07, + 8.871833188095479e-07, + 8.846077435009647e-07, + 8.821336905384669e-07, + 8.796768042884651e-07, + 8.772856290306663e-07, + 8.749524909035244e-07, + 8.726345299692184e-07, + 8.703426601641695e-07, + 8.680559062668181e-07, + 8.657838748149516e-07, + 8.635152539682167e-07, + 8.612611281932914e-07, + 8.589908020439907e-07, + 8.567013196625339e-07, + 8.544267871002376e-07, + 8.521639642822265e-07, + 8.499125669914065e-07, + 8.476758353026526e-07, + 8.454488806819427e-07, + 8.432363642896235e-07, + 8.410306691075675e-07, + 8.388236665268778e-07, + 8.36630988487741e-07, + 8.344666184711969e-07, + 8.322978715114004e-07, + 8.301429943458061e-07, + 8.279956205115013e-07, + 8.25861945941142e-07, + 8.237400948019058e-07, + 8.216263154281478e-07, + 8.195258942578221e-07, + 8.174349659384461e-07, + 8.153397175192367e-07, + 8.132577704600408e-07, + 8.11174118098279e-07, + 8.091035965662741e-07, + 8.070268791016133e-07, + 8.049416919675423e-07, + 8.028698061934847e-07, + 8.007913834262581e-07, + 7.986929517755925e-07, + 7.966082762322912e-07, + 7.945163815747947e-07, + 7.924383567115001e-07, + 7.903507253104181e-07, + 7.88267584539426e-07, + 7.86198313562636e-07, + 7.841209139769489e-07, + 7.820524956514419e-07, + 7.799977765898802e-07, + 7.779616453262861e-07, + 7.759389291095431e-07, + 7.739295142528135e-07, + 7.719374366388365e-07, + 7.699582624809409e-07, + 7.679930149606662e-07, + 7.660496521566529e-07, + 7.641186243745324e-07, + 7.622036832799495e-07, + 7.603007361467462e-07, + 7.584308150399011e-07, + 7.565979558421532e-07, + 7.547760674242454e-07, + 7.530006769229658e-07, + 7.512663273701037e-07, + 7.495416980418668e-07, + 7.478681709471857e-07, + 7.462037387995224e-07, + 7.445704568453948e-07, + 7.429604806930001e-07, + 7.413589173665969e-07, + 7.397644026241323e-07, + 7.381850082310848e-07, + 7.366137424469343e-07, + 7.350554369622841e-07, + 7.335050895562745e-07, + 7.319566748265061e-07, + 7.304382734218962e-07, + 7.289274321919947e-07, + 7.274377367139095e-07, + 7.259681638061011e-07, + 7.245056963256502e-07, + 7.23042944628105e-07, + 7.215872983579175e-07, + 7.201458060990262e-07, + 7.187001642705582e-07, + 7.172614004957722e-07, + 7.158076300584071e-07, + 7.143401603570965e-07, + 7.128800234568189e-07, + 7.114116442608065e-07, + 7.09950654709246e-07, + 7.08482104982977e-07, + 7.069970706652384e-07, + 7.055196533656272e-07, + 7.040363243504544e-07, + 7.02546287811856e-07, + 7.010639251348039e-07, + 6.995823582656158e-07, + 6.981084652579739e-07, + 6.966410524000821e-07, + 6.951751743144996e-07, + 6.937167995602067e-07, + 6.922621196281398e-07, + 6.908102818670159e-07, + 6.893658905937627e-07, + 6.879220677546982e-07, + 6.864856914035045e-07, + 6.850428349025606e-07, + 6.835881549704936e-07, + 6.821410352131352e-07 + ], + [ + NaN, + 5.0000002374872565e-05, + 4.166666622040793e-05, + 3.6288402043282986e-05, + 3.266760177211836e-05, + 2.9757580705336295e-05, + 2.746240352280438e-05, + 2.5529532649670728e-05, + 2.3992537535377778e-05, + 2.271693665534258e-05, + 2.1578527594101615e-05, + 2.0711724573629908e-05, + 2.0062165276613086e-05, + 1.9448229068075307e-05, + 1.9037906895391643e-05, + 1.8640150301507674e-05, + 1.840273034758866e-05, + 1.8339116650167853e-05, + 1.827468804549426e-05, + 1.836577030189801e-05, + 1.8638338588061742e-05, + 1.892647924250923e-05, + 1.9396815332584083e-05, + 1.9904553482774645e-05, + 2.0608589693438262e-05, + 2.1562418623943813e-05, + 2.2639944290858693e-05, + 2.407841748208739e-05, + 2.602825225039851e-05, + 2.8397129426593892e-05, + 3.1718434911454096e-05, + 3.6064768210053444e-05, + 4.28273415309377e-05, + 5.4277057643048465e-05, + 7.498088962165639e-05, + 0.0001314106775680557, + 0.0008804913959465921, + -0.00017949692846741527, + -7.64806245570071e-05, + -4.793997504748404e-05, + -3.3865846489788964e-05, + -2.558576306910254e-05, + -2.0395455067045987e-05, + -1.672597682045307e-05, + -1.400816563545959e-05, + -1.1978264410572592e-05, + -1.038043228618335e-05, + -9.112263796851039e-06, + -8.093472388281953e-06, + -7.28821487427922e-06, + -6.604848749702796e-06, + -6.068508810130879e-06, + -5.656171197188087e-06, + -5.2861932999803685e-06, + -5.009820142731769e-06, + -4.755360805575037e-06, + -4.569887551042484e-06, + -4.438672476680949e-06, + -4.3134136831213254e-06, + -4.222458301228471e-06, + -4.150951099290978e-06, + -4.081486622453667e-06, + -4.019137577415677e-06, + -3.958415163651807e-06, + -3.887902039423352e-06, + -3.8132682220748393e-06, + -3.7409763535833918e-06, + -3.659406957012834e-06, + -3.5680247947311727e-06, + -3.480218538243207e-06, + -3.3882138268381823e-06, + -3.2999694212776376e-06, + -3.209729129594052e-06, + -3.1202582704281667e-06, + -3.034576820937218e-06, + -2.9495336093532387e-06, + -2.8679289698629873e-06, + -2.7897140171262436e-06, + -2.7138401037518634e-06, + -2.641043465700932e-06, + -2.5705921871121973e-06, + -2.5035481030499795e-06, + -2.4390899397985777e-06, + -2.376989641561522e-06, + -2.316693780812784e-06, + -2.2586382328881882e-06, + -2.2034846551832743e-06, + -2.15029558603419e-06, + -2.0988957203371683e-06, + -2.0476700228755362e-06, + -1.99824535229709e-06, + -1.948096496562357e-06, + -1.8981752418767428e-06, + -1.8500616079109022e-06, + -1.801779603738396e-06, + -1.7552569033796317e-06, + -1.708888703433331e-06, + -1.6629716128591099e-06, + -1.6187443634407828e-06, + -1.5769155652378686e-06, + -1.5365752688012435e-06, + -1.497633434155432e-06, + -1.4600735767089645e-06, + -1.4237795085136895e-06, + -1.3892019978811732e-06, + -1.3560274965129793e-06, + -1.323907213190978e-06, + -1.2929100421388284e-06, + -1.2622675740203704e-06, + -1.2325771194809931e-06, + -1.2035627605655463e-06, + -1.1754349316106527e-06, + -1.1480302646305063e-06, + -1.1210656793991802e-06, + -1.094910203391919e-06, + -1.0690508815969224e-06, + -1.0437937589813373e-06, + -1.0192850368184736e-06, + -9.953266726370202e-07, + -9.720668003865285e-07, + -9.495219615018868e-07, + -9.274160674976883e-07, + -9.059380658982263e-07, + -8.850325343701115e-07, + -8.644332751828188e-07, + -8.444082482128579e-07, + -8.247415053119767e-07, + -8.056164233494201e-07, + -7.865551765462442e-07, + -7.677824100937869e-07, + -7.495272598134761e-07, + -7.314653203138732e-07, + -7.135830628612894e-07, + -6.961935810068098e-07, + -6.787792585782881e-07, + -6.618471957153815e-07, + -6.447604050663358e-07, + -6.276284238992957e-07, + -6.10984329796338e-07, + -5.938063054600207e-07, + -5.762473165304982e-07, + -5.592216894001467e-07, + -5.419058197730919e-07, + -5.251258698990569e-07, + -5.080647724753362e-07, + -4.910077109343547e-07, + -4.7449719886571984e-07, + -4.580296035783249e-07, + -4.419698029778374e-07, + -4.2642318476282526e-07, + -4.1143644580188266e-07, + -3.9691587971901754e-07, + -3.829118497833406e-07, + -3.6957825955141743e-07, + -3.566381678865582e-07, + -3.44320653766772e-07, + -3.3261360954384145e-07, + -3.2123017490448547e-07, + -3.104226777850272e-07, + -2.999025241479103e-07, + -2.8991638600928127e-07, + -2.8048330591445847e-07, + -2.712833691020933e-07, + -2.625339163842e-07, + -2.541849255521811e-07, + -2.460296570916398e-07, + -2.383063133493124e-07, + -2.3075520516613324e-07, + -2.2350575079599366e-07, + -2.1662187066340266e-07, + -2.0988268545352184e-07, + -2.0334785233444563e-07, + -1.970277310192614e-07, + -1.9083566371591587e-07, + -1.8483842723071575e-07, + -1.789601498103366e-07, + -1.7331356616523408e-07, + -1.6778602685008082e-07, + -1.6236442945682938e-07, + -1.5698937261277024e-07, + -1.5163907107762498e-07, + -1.463915850763442e-07, + -1.4118823798980884e-07, + -1.3608458004910062e-07, + -1.3099992202114663e-07, + -1.2591127074301767e-07, + -1.2092121437490277e-07, + -1.1597420979114759e-07, + -1.1103544750312722e-07, + -1.0619289980695612e-07, + -1.0138699479966817e-07, + -9.667453326756004e-08, + -9.19134208743344e-08, + -8.708206422625153e-08, + -8.234781745386499e-08, + -7.752501574032067e-08, + -7.259296097572587e-08, + -6.776478045367185e-08, + -6.285965525876236e-08, + -5.805962288718547e-08, + -5.321313878425826e-08, + -4.8240632821716645e-08, + -4.3379433378731846e-08, + -3.8448700223625565e-08, + -3.3630158213782124e-08, + -2.870586435221867e-08, + -2.3717378283549806e-08, + -1.8847618576955938e-08, + -1.384629211287347e-08, + -8.760974168353641e-09, + -3.803296344528917e-09, + 1.2237528768110906e-09, + 6.122453655166282e-09, + 1.1067666783048935e-08, + 1.6070535124868002e-08, + 2.094088991100307e-08, + 2.5809921311292783e-08, + 3.065542486524464e-08, + 3.5370472772910944e-08, + 4.0048828253702595e-08, + 4.46012009547303e-08, + 4.911229112281035e-08, + 5.352967491489835e-08, + 5.7828493993383745e-08, + 6.198938962143075e-08, + 6.605228719536171e-08, + 7.000874546747582e-08, + 7.38456193971615e-08, + 7.75836994648671e-08, + 8.115963368027224e-08, + 8.457986666599027e-08, + 8.791624850346125e-08, + 9.111417398344202e-08, + 9.417244228870914e-08, + 9.715918025676729e-08, + 9.992297833605335e-08, + 1.0262537841754238e-07, + 1.0519664073171953e-07, + 1.0767941205358511e-07, + 1.1010941136646579e-07, + 1.1243400876992382e-07, + 1.1469626315374626e-07, + 1.1691205514807734e-07, + 1.1906454489007956e-07, + 1.2117342862438818e-07, + 1.2322969666911376e-07, + 1.25260783079284e-07, + 1.2725108433642163e-07, + 1.2915438674099278e-07, + 1.3098714646275766e-07, + 1.3278454957799113e-07, + 1.3452701352889562e-07, + 1.3623633776660427e-07, + 1.3791597552881285e-07, + 1.3962622347207798e-07, + 1.413033743347114e-07, + 1.4299894246505573e-07, + 1.4476553644726664e-07, + 1.4649606328021036e-07, + 1.482982128209187e-07, + 1.5006220621671673e-07, + 1.5187197277555242e-07, + 1.5375103146197944e-07, + 1.5558767074708157e-07, + 1.5747640702556964e-07, + 1.5941787978590582e-07, + 1.6131274094277614e-07, + 1.6324889884344884e-07, + 1.651374361699709e-07, + 1.670516383001086e-07, + 1.689909794322375e-07, + 1.7088053994029906e-07, + 1.7276930464049656e-07, + 1.7465329449350975e-07, + 1.7648781636125932e-07, + 1.782981229325742e-07, + 1.800608941948667e-07, + 1.818011270415809e-07, + 1.835059180166354e-07, + 1.8516585953420872e-07, + 1.86789876011062e-07, + 1.8838888138361654e-07, + 1.8994587946963293e-07, + 1.9146992258356477e-07, + 1.9295409003916575e-07, + 1.9440209086951654e-07, + 1.9581760568598838e-07, + 1.9719631438874785e-07, + 1.9854850563660875e-07, + 1.998741083752975e-07, + 2.0116526400215662e-07, + 2.0242784160018346e-07, + 2.0365767738894647e-07, + 2.0485731511143968e-07, + 2.0603104644578707e-07, + 2.0717448023788165e-07, + 2.0829482139106403e-07, + 2.0938593081609724e-07, + 2.1044893117050378e-07, + 2.1147926076992007e-07, + 2.124832576555491e-07, + 2.1346484402329224e-07, + 2.1442639308588696e-07, + 2.1536332894811494e-07, + 2.1628244439853006e-07, + 2.1717924880704231e-07, + 2.1805304584177065e-07, + 2.1890798507229192e-07, + 2.197409685322782e-07, + 2.20555563146263e-07, + 2.2135365895792347e-07, + 2.221311490302469e-07, + 2.228889002253709e-07, + 2.23625988837739e-07, + 2.2434407753735286e-07, + 2.2504160313019383e-07, + 2.2572115199182008e-07, + 2.2638370467120694e-07, + 2.2703032698245806e-07, + 2.2766019469599996e-07, + 2.2827386203516653e-07, + 2.2887195427756524e-07, + 2.2945447142319608e-07, + 2.3002411353445495e-07, + 2.3057882003740815e-07, + 2.3111911673368013e-07, + 2.3164844265011197e-07, + 2.3216374245293991e-07, + 2.3266557036549784e-07, + 2.331558306423176e-07, + 2.336329458785258e-07, + 2.3409842242472223e-07, + 2.3455133657535043e-07, + 2.349931804701555e-07, + 2.354239541091374e-07, + 2.3584296116041514e-07, + 2.362500168828774e-07, + 2.3664659920541453e-07, + 2.370321681155474e-07, + 2.3740624044421565e-07, + 2.3776979674039467e-07, + 2.3812258120869956e-07, + 2.3846445174058317e-07, + 2.3879658783698687e-07, + 2.391186342265428e-07, + 2.3943053406583203e-07, + 2.397333958015224e-07, + 2.400267362645536e-07, + 2.40311436527918e-07, + 2.4058596181930625e-07, + 2.4085107952487306e-07, + 2.4110823915179935e-07, + 2.413584354599152e-07, + 2.416016684492206e-07, + 2.418373412638175e-07, + 2.420665623503737e-07, + 2.422884790576063e-07, + 2.425047114229528e-07, + 2.427159415674396e-07, + 2.4292023681482533e-07, + 2.431195866847702e-07, + 2.4331251324838377e-07, + 2.434987607102812e-07, + 2.4367903961319826e-07, + 2.4385289520978404e-07, + 2.440189632579859e-07, + 2.441787216866942e-07, + 2.4433256839984097e-07, + 2.444798212763999e-07, + 2.4462093506372184e-07, + 2.4475656346112373e-07, + 2.4488718963766587e-07, + 2.4501252937625395e-07, + 2.451328100505634e-07, + 2.452492822158092e-07, + 2.453606953167764e-07, + 2.4546747567910643e-07, + 2.455699927850219e-07, + 2.456677066220436e-07, + 2.457610719375225e-07, + 2.458497760926548e-07, + 2.459339327742782e-07, + 2.4601339987384563e-07, + 2.460885468735796e-07, + 2.461594590386085e-07, + 2.462262500557699e-07, + 2.4628889150335453e-07, + 2.463473549596529e-07, + 2.464018677983404e-07, + 2.4645257212796423e-07, + 2.464995816353621e-07, + 2.465428394771152e-07, + 2.4658243091835175e-07, + 2.4661844122420007e-07, + 2.466508988163696e-07, + 2.4667994580340746e-07, + 2.467056106070231e-07, + 2.467280069140543e-07, + 2.4674716314621037e-07, + 2.4676305088178196e-07 + ] + ], + "training_efficiencies": [ + [ + NaN, + NaN, + NaN, + 3.658275454654358e-05, + 5.125252209836617e-05, + 6.023987953085452e-05, + 5.8445009926799685e-05, + 5.713801147066988e-05, + 5.613433677353896e-05, + 5.3601797844748944e-05, + 5.1560451538534835e-05, + 4.9875674449140206e-05, + 4.849429751629941e-05, + 4.6715951611986384e-05, + 4.512193117989227e-05, + 4.374057607492432e-05, + 4.2152612877544016e-05, + 4.076976256328635e-05, + 3.9546237530885264e-05, + 3.828652188531123e-05, + 3.7148260162211955e-05, + 3.612193540902808e-05, + 3.51076596416533e-05, + 3.418212872929871e-05, + 3.3337204513372853e-05, + 3.256611307733692e-05, + 3.178730548825115e-05, + 3.106574513367377e-05, + 3.039867806364782e-05, + 2.9730854294029996e-05, + 2.910568036895711e-05, + 2.8520582418423146e-05, + 2.794224019453395e-05, + 2.7397425583330914e-05, + 2.6884317776421085e-05, + 2.6402743969811127e-05, + 2.5926319722202606e-05, + 2.5475113943684846e-05, + 2.5047249437193386e-05, + 2.4622298951726407e-05, + 2.4219771148636937e-05, + 2.3838721972424537e-05, + 2.3460823285859078e-05, + 2.310093077539932e-05, + 2.2758144041290507e-05, + 2.2418564185500145e-05, + 2.2094642190495506e-05, + 2.1784029740956612e-05, + 2.1487190679181367e-05, + 2.1193811335251667e-05, + 2.091170426865574e-05, + 2.0641571609303355e-05, + 2.037441845459398e-05, + 2.0116905943723395e-05, + 1.9867258743033744e-05, + 1.962006717803888e-05, + 1.9380342564545572e-05, + 1.914756649057381e-05, + 1.8917247871286236e-05, + 1.8694003301789053e-05, + 1.8475828255759552e-05, + 1.8264709069626406e-05, + 1.805620559025556e-05, + 1.7854223187896423e-05, + 1.7660371668171138e-05, + 1.7468928490416147e-05, + 1.7283138731727377e-05, + 1.7103302525356412e-05, + 1.6925594536587596e-05, + 1.675288876867853e-05, + 1.658622204558924e-05, + 1.642408278712537e-05, + 1.6263447832898237e-05, + 1.610659819561988e-05, + 1.5953857655404136e-05, + 1.5801651898073032e-05, + 1.5653395166737027e-05, + 1.5508894648519345e-05, + 1.5365052604465745e-05, + 1.5224781236611307e-05, + 1.5087167412275448e-05, + 1.495127708039945e-05, + 1.4818650925008114e-05, + 1.4688391274830792e-05, + 1.456153768231161e-05, + 1.4435888260777574e-05, + 1.4312393432192039e-05, + 1.4191721675160807e-05, + 1.4071512850932777e-05, + 1.3953263078292366e-05, + 1.3837659025739413e-05, + 1.3721789400733542e-05, + 1.3608225344796665e-05, + 1.349715512333205e-05, + 1.3387880244408734e-05, + 1.327966765529709e-05, + 1.3172370017855428e-05, + 1.3066775863990188e-05, + 1.29622349049896e-05, + 1.2859150047006551e-05, + 1.2756975593219977e-05, + 1.265584614884574e-05, + 1.2555678040371276e-05, + 1.2457598131732084e-05, + 1.2360108485154342e-05, + 1.22640549307107e-05, + 1.216996224684408e-05, + 1.2075853192072827e-05, + 1.1981584975728765e-05, + 1.1889245797647163e-05, + 1.1798201740020886e-05, + 1.170811719930498e-05, + 1.1619858923950233e-05, + 1.1532521966728382e-05, + 1.1446099961176515e-05, + 1.1361496035533492e-05, + 1.1279300451860763e-05, + 1.1197930689377245e-05, + 1.1116356290585827e-05, + 1.1036335308745038e-05, + 1.0959003702737391e-05, + 1.0881848538701888e-05, + 1.0806110367411748e-05, + 1.0732170267147012e-05, + 1.0660112820914946e-05, + 1.0589315934339538e-05, + 1.0519815987208858e-05, + 1.0450943591422401e-05, + 1.0384653251094278e-05, + 1.0319357897969894e-05, + 1.0255135748593602e-05, + 1.0191647561441641e-05, + 1.0124975233338773e-05, + 1.0059439773613121e-05, + 9.991049410018604e-06, + 9.923867764882743e-06, + 9.854127711150795e-06, + 9.78330172074493e-06, + 9.713795407151338e-06, + 9.641626093070954e-06, + 9.566853805154096e-06, + 9.493584002484567e-06, + 9.418346962775104e-06, + 9.344661521026865e-06, + 9.267549103242345e-06, + 9.190129276248626e-06, + 9.114392014453188e-06, + 9.039012184075546e-06, + 8.960914783529006e-06, + 8.884572707756888e-06, + 8.808735401544254e-06, + 8.734581570024602e-06, + 8.659850209369324e-06, + 8.586016519984696e-06, + 8.513326974934898e-06, + 8.437824362772517e-06, + 8.359208550245967e-06, + 8.281983355118427e-06, + 8.203980542020872e-06, + 8.127900400722865e-06, + 8.046587026910856e-06, + 7.962036761455238e-06, + 7.879816621425562e-06, + 7.793410986778326e-06, + 7.697081855440047e-06, + 7.60387820264441e-06, + 7.501864729420049e-06, + 7.402790288324468e-06, + 7.292225745914038e-06, + 7.172975529101677e-06, + 7.058101346046897e-06, + 6.934747489140136e-06, + 6.806557848904049e-06, + 6.683830179099459e-06, + 6.559785560966702e-06, + 6.441938694479177e-06, + 6.321902674244484e-06, + 6.2039957811066415e-06, + 6.092092917242553e-06, + 5.982627499179216e-06, + 5.87801014262368e-06, + 5.778469130746089e-06, + 5.681871698470786e-06, + 5.5890791372803506e-06, + 5.497675374499522e-06, + 5.4095808081910945e-06, + 5.324825451680226e-06, + 5.24306187799084e-06, + 5.163356945558917e-06, + 5.087172212370206e-06, + 5.010084805689985e-06, + 4.9364125516149215e-06, + 4.864340553467628e-06, + 4.793237167177722e-06, + 4.725216967926826e-06, + 4.658597390516661e-06, + 4.5927881728857756e-06, + 4.529776106210193e-06, + 4.468550287128892e-06, + 4.409303073771298e-06, + 4.351574716565665e-06, + 4.2954375203407835e-06, + 4.2415463212819304e-06, + 4.188618731859606e-06, + 4.137751147936797e-06, + 4.088179593964014e-06, + 4.0391892071056645e-06, + 3.9920546441862825e-06, + 3.945961907447781e-06, + 3.900486717611784e-06, + 3.856689545500558e-06, + 3.813973535216064e-06, + 3.7723723380622687e-06, + 3.7317720398277743e-06, + 3.6920932870998513e-06, + 3.653802423286834e-06, + 3.6162380183668574e-06, + 3.579599933800637e-06, + 3.5441971704130992e-06, + 3.5093421502097044e-06, + 3.475632411209517e-06, + 3.4426996080583194e-06, + 3.410093313505058e-06, + 3.378529527253704e-06, + 3.347703795952839e-06, + 3.3176299893966643e-06, + 3.288165316917002e-06, + 3.2594650747341802e-06, + 3.231631126254797e-06, + 3.2041054964793148e-06, + 3.177257667630329e-06, + 3.151195414829999e-06, + 3.1255333396984497e-06, + 3.100511776210624e-06, + 3.0761957532376982e-06, + 3.0521355256496463e-06, + 3.0287392291938886e-06, + 3.0059018172323704e-06, + 2.983630565722706e-06, + 2.9617051495733904e-06, + 2.9402879135886906e-06, + 2.9194054604886333e-06, + 2.89882768811367e-06, + 2.8786917027900927e-06, + 2.859062760762754e-06, + 2.839681428667973e-06, + 2.8206861770740943e-06, + 2.8021545404044446e-06, + 2.7839714675792493e-06, + 2.7659332317853114e-06, + 2.748323595369584e-06, + 2.731020003921003e-06, + 2.713926051001181e-06, + 2.6971381430485053e-06, + 2.6806599180417834e-06, + 2.664372232175083e-06, + 2.6483835426915903e-06, + 2.632735231600236e-06, + 2.6172579055128153e-06, + 2.6020729819720145e-06, + 2.587217977634282e-06, + 2.572656740085222e-06, + 2.5582398848200683e-06, + 2.5441272555326577e-06, + 2.5303127131337533e-06, + 2.5165709303109907e-06, + 2.5031115455931285e-06, + 2.4899215986806666e-06, + 2.476849203958409e-06, + 2.464047611283604e-06, + 2.4514799861208303e-06, + 2.4390176349697867e-06, + 2.4267653770948527e-06, + 2.4147427666321164e-06, + 2.4029491214605514e-06, + 2.391214820818277e-06, + 2.379700617893832e-06, + 2.3684112875344e-06, + 2.3572010832140222e-06, + 2.3461950604541926e-06, + 2.335393219254911e-06, + 2.3246900582307717e-06, + 2.314176072104601e-06, + 2.3038357994664693e-06, + 2.293675379405613e-06, + 2.2835938580101356e-06, + 2.2736730898031965e-06, + 2.2639201233687345e-06, + 2.254216042274493e-06, + 2.2446595266956137e-06, + 2.2352614905685186e-06, + 2.2258850549405906e-06, + 2.216662096543587e-06, + 2.2075757897255244e-06, + 2.1985124476486817e-06, + 2.189594169976772e-06, + 2.1808145902468823e-06, + 2.172166432501399e-06, + 2.163560111512197e-06, + 2.155088395738858e-06, + 2.146747192455223e-06, + 2.1384412320912816e-06, + 2.130261918864562e-06, + 2.122205842169933e-06, + 2.1141895558685064e-06, + 2.106292868120363e-06, + 2.098512368320371e-06, + 2.0908371425321093e-06, + 2.083192384816357e-06, + 2.0756533558596857e-06, + 2.068226876872359e-06, + 2.0608283648471115e-06, + 2.0535419480438577e-06, + 2.04635102818429e-06, + 2.0391858015500475e-06, + 2.0321131160017103e-06, + 2.025137746386463e-06, + 2.018187387875514e-06, + 2.011334800045006e-06, + 2.004574525926728e-06, + 1.9978915588581003e-06, + 1.9912263269361574e-06, + 1.984649088626611e-06, + 1.9781577975663822e-06, + 1.9716856058948906e-06, + 1.9653009530884447e-06, + 1.958994971573702e-06, + 1.952706725205644e-06, + 1.946493284776807e-06, + 1.9403573787712958e-06, + 1.9342378436704166e-06, + 1.9281926597614074e-06, + 1.9222225091652945e-06, + 1.9163144315825775e-06, + 1.9104104467260186e-06, + 1.9045788803850883e-06, + 1.8988180272572208e-06, + 1.8930649048343184e-06, + 1.8873809040087508e-06, + 1.8817551108440966e-06, + 1.8761420506052673e-06, + 1.8705802631302504e-06, + 1.8650750917004189e-06, + 1.859634608081251e-06, + 1.8542028783485875e-06, + 1.8488265141058946e-06, + 1.8435123365634354e-06, + 1.8381991822025157e-06, + 1.8329470776734524e-06, + 1.8277498838870088e-06, + 1.8225687199446838e-06, + 1.8174459910369478e-06, + 1.8123838572137174e-06, + 1.8073326373269083e-06, + 1.802337465051096e-06, + 1.7973983403862803e-06, + 1.7925132169693825e-06, + 1.7876355968837743e-06, + 1.782815957085404e-06, + 1.7780480447981972e-06, + 1.7732874084686046e-06, + 1.7685763396002585e-06, + 1.76391529294051e-06, + 1.7592564063306781e-06, + 1.7546464050610666e-06, + 1.7500843796369736e-06, + 1.7455647594033508e-06, + 1.7410513919458026e-06, + 1.7365783833156456e-06, + 1.7321467566944193e-06, + 1.7277209281019168e-06, + 1.7233322751053493e-06, + 1.7189880736623309e-06, + 1.7146484196928213e-06, + 1.7103448044508696e-06, + 1.7060840491467388e-06, + 1.7018271591950906e-06, + 1.6976081269604038e-06, + 1.6934305904214852e-06, + 1.6892923895284184e-06, + 1.685158963482536e-06, + 1.6810685110613122e-06, + 1.6770153479228611e-06, + 1.6729666185710812e-06, + 1.6689514268364292e-06, + 1.6649709095872822e-06, + 1.660994598751131e-06, + 1.6570486423006514e-06, + 1.653139747759269e-06, + 1.6492341501361807e-06, + 1.6453631133117597e-06, + 1.6415280015280587e-06, + 1.6377181282223319e-06, + 1.6339056401193375e-06, + 1.6301283949360368e-06, + 1.6263759334833594e-06, + 1.6226271100094891e-06, + 1.6189057987503475e-06, + 1.6152071111719124e-06, + 1.6115120615722844e-06 + ], + [ + NaN, + NaN, + NaN, + 7.284604362212121e-05, + 8.817263733362779e-05, + 9.17940415092744e-05, + 7.850027759559453e-05, + 7.148896838771179e-05, + 6.405987369362265e-05, + 5.379857248044573e-05, + 4.857900057686493e-05, + 4.431370325619355e-05, + 4.107155109522864e-05, + 3.7472043914021924e-05, + 3.462449603830464e-05, + 3.27965353790205e-05, + 3.0433528081630357e-05, + 2.8663331249845214e-05, + 2.738768671406433e-05, + 2.5974899472203106e-05, + 2.4867604224709794e-05, + 2.398723336227704e-05, + 2.3064676497597247e-05, + 2.2297446776065044e-05, + 2.1670757632819004e-05, + 2.114809103659354e-05, + 2.0581130229402333e-05, + 2.009327545238193e-05, + 1.9661016267491505e-05, + 1.920320028148126e-05, + 1.8796095901052468e-05, + 1.842683195718564e-05, + 1.8040002032648772e-05, + 1.7684353224467486e-05, + 1.7358019249513745e-05, + 1.705306931398809e-05, + 1.673400947765913e-05, + 1.6438920283690095e-05, + 1.6162182873813435e-05, + 1.587886617926415e-05, + 1.5610410628141835e-05, + 1.5354104107245803e-05, + 1.5094035916263238e-05, + 1.4846054909867235e-05, + 1.460906150896335e-05, + 1.4370109965966549e-05, + 1.4141141036816407e-05, + 1.3925926396041177e-05, + 1.3715500244870782e-05, + 1.3495777238858864e-05, + 1.3289059097587597e-05, + 1.3088885680190288e-05, + 1.2879999303549994e-05, + 1.2683243767241947e-05, + 1.2489538676163647e-05, + 1.2296644854359329e-05, + 1.2106298527214676e-05, + 1.1915341929125134e-05, + 1.1726214324880857e-05, + 1.1539370461832732e-05, + 1.1355054994055536e-05, + 1.1181527042936068e-05, + 1.1006706699845381e-05, + 1.0841718903975561e-05, + 1.0674079021555372e-05, + 1.0498343726794701e-05, + 1.0332959391234908e-05, + 1.0166702850256115e-05, + 9.991322258429136e-06, + 9.826750101638027e-06, + 9.65861909207888e-06, + 9.501067324890755e-06, + 9.333466550742742e-06, + 9.165853953163605e-06, + 9.009340828924906e-06, + 8.848303878039587e-06, + 8.68926781549817e-06, + 8.54085465107346e-06, + 8.39141102915164e-06, + 8.251632607425563e-06, + 8.115455784718506e-06, + 7.978756912052631e-06, + 7.850658221286722e-06, + 7.727045158389956e-06, + 7.60831562729436e-06, + 7.4922145358868875e-06, + 7.380725946859457e-06, + 7.275698408193421e-06, + 7.170327535277465e-06, + 7.06923992765951e-06, + 6.973744802962756e-06, + 6.878346539451741e-06, + 6.7868895712308586e-06, + 6.700236554024741e-06, + 6.617242434003856e-06, + 6.5354001890227664e-06, + 6.456746177718742e-06, + 6.381128514476586e-06, + 6.306442173809046e-06, + 6.234493866941193e-06, + 6.165130344015779e-06, + 6.09653397987131e-06, + 6.030331860529259e-06, + 5.96703966948553e-06, + 5.903658802708378e-06, + 5.842437985847937e-06, + 5.783790584246162e-06, + 5.727179086534306e-06, + 5.670796326739946e-06, + 5.616664566332474e-06, + 5.564379080169601e-06, + 5.512431471288437e-06, + 5.462398803501856e-06, + 5.414073257270502e-06, + 5.36601555722882e-06, + 5.319613137544366e-06, + 5.274660452414537e-06, + 5.229923772276379e-06, + 5.186570888326969e-06, + 5.144686383573571e-06, + 5.104063802718883e-06, + 5.063378466729773e-06, + 5.024014626542339e-06, + 4.985765372111928e-06, + 4.947441539115971e-06, + 4.9103141464001965e-06, + 4.874148089584196e-06, + 4.838079803448636e-06, + 4.802951934834709e-06, + 4.768664894072572e-06, + 4.7353860281873494e-06, + 4.702050773630617e-06, + 4.669529062084621e-06, + 4.637930032913573e-06, + 4.606264610629296e-06, + 4.575475486490177e-06, + 4.545416231849231e-06, + 4.5153337850933895e-06, + 4.486055786401266e-06, + 4.457534942048369e-06, + 4.429052296472946e-06, + 4.401302703627152e-06, + 4.374229320092127e-06, + 4.347835783846676e-06, + 4.321457709011156e-06, + 4.295732196624158e-06, + 4.270629233360523e-06, + 4.245528543833643e-06, + 4.220972186885774e-06, + 4.1969906305894256e-06, + 4.172972694505006e-06, + 4.149505002715159e-06, + 4.126525709580164e-06, + 4.104008894501021e-06, + 4.081490715179825e-06, + 4.059444563608849e-06, + 4.037838607473532e-06, + 4.016231741843512e-06, + 3.995074166596169e-06, + 3.9743631532473955e-06, + 3.953612576879095e-06, + 3.933287644031225e-06, + 3.913380169251468e-06, + 3.893449502356816e-06, + 3.87388081435347e-06, + 3.854703209071886e-06, + 3.835875759250484e-06, + 3.817041942966171e-06, + 3.7985321341693634e-06, + 3.7803486065968173e-06, + 3.762160304177087e-06, + 3.7442778193508275e-06, + 3.72670160686539e-06, + 3.7091226658958476e-06, + 3.6918472687830217e-06, + 3.6748888305737637e-06, + 3.657924935396295e-06, + 3.6412566259969026e-06, + 3.6248859487386653e-06, + 3.608807219279697e-06, + 3.592711664168746e-06, + 3.5768962334259413e-06, + 3.5613527415989665e-06, + 3.5458040201774566e-06, + 3.530525873429724e-06, + 3.515494654493523e-06, + 3.5004588880838128e-06, + 3.485658680801862e-06, + 3.471088803053135e-06, + 3.456756303421571e-06, + 3.442416300458717e-06, + 3.4283061722817365e-06, + 3.4144209166697692e-06, + 3.400502919248538e-06, + 3.386803427929408e-06, + 3.373305617060396e-06, + 3.359793481649831e-06, + 3.3464889384049457e-06, + 3.333367430968792e-06, + 3.3202427403011825e-06, + 3.307303359179059e-06, + 3.2945436032605357e-06, + 3.281973476987332e-06, + 3.2693935736460844e-06, + 3.2569976156082703e-06, + 3.2447896956000477e-06, + 3.2325726806448074e-06, + 3.220530516045983e-06, + 3.208660473319469e-06, + 3.1967915674613323e-06, + 3.18508909913362e-06, + 3.173553523083683e-06, + 3.162015218549641e-06, + 3.150651082250988e-06, + 3.139446789646172e-06, + 3.1283937005355256e-06, + 3.1173462957667653e-06, + 3.1064623726706486e-06, + 3.0957223771110876e-06, + 3.084992385993246e-06, + 3.0744020023121266e-06, + 3.0639471333415713e-06, + 3.0534899906342616e-06, + 3.043166316274437e-06, + 3.03296701531508e-06, + 3.0228948162402958e-06, + 3.012818297065678e-06, + 3.0028695618966594e-06, + 2.993044063259731e-06, + 2.9832081054337323e-06, + 2.973486289192806e-06, + 2.9638829346367856e-06, + 2.9542698030127212e-06, + 2.944761490653036e-06, + 2.935367092504748e-06, + 2.925967010014574e-06, + 2.9166781132516917e-06, + 2.907480393332662e-06, + 2.8983765787415905e-06, + 2.88927071778744e-06, + 2.8802705855923705e-06, + 2.8713814117509173e-06, + 2.862490646293736e-06, + 2.8537012894958025e-06, + 2.8450117497413885e-06, + 2.8363172077661147e-06, + 2.8277274850552203e-06, + 2.8192334866616875e-06, + 2.8108252081437968e-06, + 2.802418975988985e-06, + 2.794104830172728e-06, + 2.7858809517056216e-06, + 2.7776557089964626e-06, + 2.769517777778674e-06, + 2.7614698865363607e-06, + 2.7534210857993457e-06, + 2.7454505016066832e-06, + 2.7375701847631717e-06, + 2.729689185798634e-06, + 2.7218859486310976e-06, + 2.71416411123937e-06, + 2.7065168524131877e-06, + 2.6988670924765756e-06, + 2.691296003831667e-06, + 2.6838031317311106e-06, + 2.6763109417515807e-06, + 2.6688944672059733e-06, + 2.661545750015648e-06, + 2.6541972601989983e-06, + 2.6469272143003764e-06, + 2.639735839693458e-06, + 2.6325446924602147e-06, + 2.6254231215716572e-06, + 2.618370444906759e-06, + 2.611385980344494e-06, + 2.6044024252769304e-06, + 2.5974857180699473e-06, + 2.5906317659973865e-06, + 2.5837762223090976e-06, + 2.57698548011831e-06, + 2.5702579478092957e-06, + 2.563527232268825e-06, + 2.556859271862777e-06, + 2.5502615699224407e-06, + 2.5437250315007987e-06, + 2.537193722673692e-06, + 2.5307263058493845e-06, + 2.524317778807017e-06, + 2.5179169824696146e-06, + 2.5115780317719327e-06, + 2.505296151866787e-06, + 2.4990220026666066e-06, + 2.4928035600169096e-06, + 2.486641733412398e-06, + 2.4804835447866935e-06, + 2.474379243722069e-06, + 2.4683329229446827e-06, + 2.4623384433652973e-06, + 2.456344418533263e-06, + 2.4504063276253873e-06, + 2.4445187136734603e-06, + 2.4386322365899105e-06, + 2.432794644846581e-06, + 2.4270063931908226e-06, + 2.4212172320403624e-06, + 2.415474000372342e-06, + 2.4097785171761643e-06, + 2.4041291908361018e-06, + 2.3984800918697147e-06, + 2.392872147538583e-06, + 2.3873049030953553e-06, + 2.3817385681468295e-06, + 2.37621384258091e-06, + 2.370733227508026e-06, + 2.3652537493035197e-06, + 2.3598154257342685e-06, + 2.3544207579107024e-06, + 2.3490283638238907e-06, + 2.3436828087142203e-06, + 2.338379772481858e-06, + 2.333124257347663e-06, + 2.327875336050056e-06, + 2.322667569387704e-06, + 2.317505277460441e-06, + 2.312344122401555e-06, + 2.3072268504620297e-06, + 2.302153006894514e-06, + 2.2970803001953755e-06, + 2.2920457922737114e-06, + 2.2870472093927674e-06, + 2.2820497633802006e-06, + 2.2770880150346784e-06, + 2.2721633285982534e-06, + 2.2672725208394695e-06, + 2.2623862605541945e-06, + 2.2575363800569903e-06, + 2.2527206056111027e-06, + 2.2479091512650484e-06, + 2.2431331672123633e-06, + 2.2383921987056965e-06, + 2.2336528218147578e-06, + 2.2289495973382145e-06, + 2.2242838895181194e-06, + 2.2196516056283144e-06, + 2.2150197764858603e-06, + 2.210420234405319e-06, + 2.205853434134042e-06, + 2.201285269620712e-06, + 2.196749392169295e-06, + 2.19224534703244e-06, + 2.1877410745219095e-06, + 2.183268634325941e-06, + 2.1788280264445348e-06, + 2.1743849174526986e-06, + 2.1699727312807227e-06, + 2.1655907858075807e-06, + 2.1612390810332727e-06, + 2.1568869215116138e-06, + 2.152572278646403e-06, + 2.1482869669853244e-06, + 2.14400893128186e-06, + 2.1397586351667996e-06, + 2.1355372155085206e-06, + 2.1313178422133205e-06, + 2.127126890627551e-06, + 2.122966179740615e-06, + 2.1188363916735398e-06, + 2.114707967848517e-06, + 2.1106036456330912e-06, + 2.106524789269315e-06, + 2.102447524521267e-06, + 2.0983993636036757e-06, + 2.0943773506587604e-06, + 2.0903617041767575e-06, + 2.0863751615252113e-06, + 2.0824145394726656e-06, + 2.0784614207514096e-06, + 2.074538315355312e-06, + 2.070639993689838e-06, + 2.0667712306021713e-06, + 2.0629038317565573e-06, + 2.059061898762593e-06, + 2.055244749499252e-06, + 2.051429191851639e-06, + 2.0476372810662724e-06, + 2.043871290879906e-06, + 2.0401066649355926e-06, + 2.0363643216114724e-06, + 2.0326451704022475e-06, + 2.0289289750508033e-06, + 2.0252366539352806e-06, + 2.0215670701873023e-06, + 2.017920678554219e-06, + 2.0142781522736186e-06, + 2.0106574538658606e-06, + 2.007061084441375e-06, + 2.003466079258942e-06, + 1.9998954030597815e-06, + 1.9963474642281653e-06, + 1.9928011170122772e-06 + ], + [ + NaN, + NaN, + NaN, + 2.9553903004853055e-05, + 4.7194007493089885e-05, + 5.757579128840007e-05, + 5.605638580163941e-05, + 5.498668906511739e-05, + 5.413890175987035e-05, + 5.142962618265301e-05, + 4.932457522954792e-05, + 4.752310269395821e-05, + 4.591960532707162e-05, + 4.383905616123229e-05, + 4.199874820187688e-05, + 4.047696347697638e-05, + 3.875267429975793e-05, + 3.722026667674072e-05, + 3.5914159525418654e-05, + 3.450681106187403e-05, + 3.323481359984726e-05, + 3.212874071323313e-05, + 3.0974188121035695e-05, + 2.995753675349988e-05, + 2.9007060220465064e-05, + 2.8115940949646756e-05, + 2.722696626733523e-05, + 2.6381552743259817e-05, + 2.5580449801054783e-05, + 2.4792498152237386e-05, + 2.4050923457252793e-05, + 2.3384256564895622e-05, + 2.270784170832485e-05, + 2.2079288100940175e-05, + 2.1508960344363004e-05, + 2.0966977899661288e-05, + 2.0425248294486664e-05, + 1.9929986592615023e-05, + 1.9467961465124972e-05, + 1.901332871057093e-05, + 1.8586189980851486e-05, + 1.818673626985401e-05, + 1.7793649021768942e-05, + 1.741962660162244e-05, + 1.7071204638341442e-05, + 1.672822872933466e-05, + 1.640495247556828e-05, + 1.610242179594934e-05, + 1.581374635861721e-05, + 1.552775574964471e-05, + 1.5258823623298667e-05, + 1.5001986866991501e-05, + 1.474622968089534e-05, + 1.4504763385048136e-05, + 1.4273382475948893e-05, + 1.4044781892152969e-05, + 1.3824785128235817e-05, + 1.3614153431262821e-05, + 1.3406115613179281e-05, + 1.3207053598307539e-05, + 1.3015581316722091e-05, + 1.283330493606627e-05, + 1.2651051292777993e-05, + 1.2477232303353958e-05, + 1.2308985787967686e-05, + 1.214026087836828e-05, + 1.197903293359559e-05, + 1.1822451597254258e-05, + 1.1665561942209024e-05, + 1.1515388905536383e-05, + 1.136870287155034e-05, + 1.1228155017306563e-05, + 1.1088870451203547e-05, + 1.0952045158774126e-05, + 1.082073686120566e-05, + 1.0689783266570885e-05, + 1.0561377166595776e-05, + 1.0437987839395646e-05, + 1.031432293530088e-05, + 1.0195369213761296e-05, + 1.0080170795845333e-05, + 9.963722732209135e-06, + 9.851586582954042e-06, + 9.742067959450651e-06, + 9.634902198740747e-06, + 9.528893315291498e-06, + 9.424667041457724e-06, + 9.324137863586657e-06, + 9.222811968356837e-06, + 9.12220639293082e-06, + 9.025147846841719e-06, + 8.925617294153199e-06, + 8.82477434061002e-06, + 8.7276039266726e-06, + 8.630626325611956e-06, + 8.53498659125762e-06, + 8.437070391664747e-06, + 8.336726750712842e-06, + 8.238099326263182e-06, + 8.137537406582851e-06, + 8.036443432501983e-06, + 7.937320333439857e-06, + 7.837949851818848e-06, + 7.74262207414722e-06, + 7.645499863428995e-06, + 7.549820566055132e-06, + 7.45804572943598e-06, + 7.3686542236828245e-06, + 7.278777957253624e-06, + 7.1924923759070225e-06, + 7.107887540769298e-06, + 7.024892511253711e-06, + 6.943960215721745e-06, + 6.8647250373032875e-06, + 6.786948233639123e-06, + 6.71102952765068e-06, + 6.63752280161134e-06, + 6.565294825122692e-06, + 6.495359684777213e-06, + 6.427918378903996e-06, + 6.362591648212401e-06, + 6.298092102952069e-06, + 6.235788987396518e-06, + 6.175905127747683e-06, + 6.11655605098349e-06, + 6.059129191271495e-06, + 6.003427188261412e-06, + 5.948440048086923e-06, + 5.894904006709112e-06, + 5.842995506100124e-06, + 5.792651791125536e-06, + 5.742664598074043e-06, + 5.694869287253823e-06, + 5.648437763738912e-06, + 5.603110366791952e-06, + 5.5590235206182115e-06, + 5.517344561667414e-06, + 5.4770348469901364e-06, + 5.4377301239583176e-06, + 5.401125235948712e-06, + 5.366639470594237e-06, + 5.332905402610777e-06, + 5.3015933190181386e-06, + 5.270915153232636e-06, + 5.241755843599094e-06, + 5.2142459026072174e-06, + 5.187232090975158e-06, + 5.161166427569697e-06, + 5.1359374992898665e-06, + 5.111130576551659e-06, + 5.086481451144209e-06, + 5.0622356866369955e-06, + 5.038366907683667e-06, + 5.015015176468296e-06, + 4.991675723431399e-06, + 4.96814527650713e-06, + 4.9446193770563696e-06, + 4.921123945678119e-06, + 4.897585768048884e-06, + 4.874428213952342e-06, + 4.850979621551232e-06, + 4.8272358981193975e-06, + 4.803883712156676e-06, + 4.78009860671591e-06, + 4.75624983664602e-06, + 4.732800334750209e-06, + 4.709303539129905e-06, + 4.685879048338393e-06, + 4.662017545342678e-06, + 4.6380646381294355e-06, + 4.61420768260723e-06, + 4.590202934195986e-06, + 4.5661167860089336e-06, + 4.542143415164901e-06, + 4.518006335274549e-06, + 4.494297172641382e-06, + 4.47028833150398e-06, + 4.446427738002967e-06, + 4.42299051428563e-06, + 4.399370482133236e-06, + 4.375397566036554e-06, + 4.35185938840732e-06, + 4.328278464527102e-06, + 4.304837602830958e-06, + 4.2814831431314815e-06, + 4.258225089870393e-06, + 4.235112101014238e-06, + 4.212279691273579e-06, + 4.189872470306e-06, + 4.167863153270446e-06, + 4.145945695199771e-06, + 4.124412043893244e-06, + 4.103086666873423e-06, + 4.081739916728111e-06, + 4.060762421431718e-06, + 4.040135536342859e-06, + 4.019581865577493e-06, + 3.999375621788204e-06, + 3.9794663280190434e-06, + 3.959666173614096e-06, + 3.940088390663732e-06, + 3.920852577721234e-06, + 3.901930085703498e-06, + 3.883111276081763e-06, + 3.864593963953666e-06, + 3.84633858629968e-06, + 3.828094122582115e-06, + 3.810137286563986e-06, + 3.7922927731415257e-06, + 3.7744523524452234e-06, + 3.756890464501339e-06, + 3.7395464005385293e-06, + 3.7222889659460634e-06, + 3.705319613800384e-06, + 3.6887117857986595e-06, + 3.67235270459787e-06, + 3.6562071272783214e-06, + 3.640585418906994e-06, + 3.625186309363926e-06, + 3.610115300034522e-06, + 3.595252337618149e-06, + 3.5808541269943817e-06, + 3.5667703741637524e-06, + 3.5528703392628813e-06, + 3.5393745747569483e-06, + 3.526286945998436e-06, + 3.5132322864228627e-06, + 3.50064465237665e-06, + 3.488207312329905e-06, + 3.4759925711114192e-06, + 3.4640472676983336e-06, + 3.452238388490514e-06, + 3.440596174186794e-06, + 3.42922112395172e-06, + 3.417970674490789e-06, + 3.4067713841068326e-06, + 3.3956932838918874e-06, + 3.384650426596636e-06, + 3.3736512250470696e-06, + 3.3626702133915387e-06, + 3.351683744767797e-06, + 3.3407809496566188e-06, + 3.3298983908025548e-06, + 3.31897945216042e-06, + 3.30817852045584e-06, + 3.297169314464554e-06, + 3.286020501036546e-06, + 3.2749956062616548e-06, + 3.263847020207322e-06, + 3.252495389460819e-06, + 3.2412731343356427e-06, + 3.229805315640988e-06, + 3.218373876734404e-06, + 3.206738711014623e-06, + 3.1949591630109353e-06, + 3.1832241802476346e-06, + 3.171451680827886e-06, + 3.1596957796864444e-06, + 3.147986490148469e-06, + 3.136312443530187e-06, + 3.1247800507117063e-06, + 3.1133527045312803e-06, + 3.1019558264233638e-06, + 3.0906951451470377e-06, + 3.079519728999003e-06, + 3.0683092973049497e-06, + 3.0572321065847063e-06, + 3.0461935693892883e-06, + 3.0351986879395554e-06, + 3.0243147648434388e-06, + 3.0135311135381926e-06, + 3.0027895263629034e-06, + 2.9921502573415637e-06, + 2.9816133064741734e-06, + 2.9711980005231453e-06, + 2.9608486329379957e-06, + 2.9506170449167257e-06, + 2.940536887763301e-06, + 2.930539722001413e-06, + 2.920653514593141e-06, + 2.9109212391631445e-06, + 2.9012446702836314e-06, + 2.8916729206684977e-06, + 2.882323769881623e-06, + 2.873073526643566e-06, + 2.8639378797379322e-06, + 2.8550878141686553e-06, + 2.846327333827503e-06, + 2.837809688571724e-06, + 2.8295821721258108e-06, + 2.821432417476899e-06, + 2.813564151438186e-06, + 2.805767280733562e-06, + 2.798195509967627e-06, + 2.790770395222353e-06, + 2.7834093998535536e-06, + 2.776146629912546e-06, + 2.768915464912425e-06, + 2.7616949864750495e-06, + 2.7545006560103502e-06, + 2.7473672616906697e-06, + 2.7401474653743207e-06, + 2.732881512201857e-06, + 2.7256780867901398e-06, + 2.7184771624888526e-06, + 2.71132739726454e-06, + 2.7042385681852465e-06, + 2.6971952138410416e-06, + 2.690163910301635e-06, + 2.6831685318029486e-06, + 2.676182930372306e-06, + 2.669210289241164e-06, + 2.662341330506024e-06, + 2.655471917023533e-06, + 2.6486150090931915e-06, + 2.6417953904456226e-06, + 2.635032387843239e-06, + 2.62827666119847e-06, + 2.6215593607048504e-06, + 2.6148973120143637e-06, + 2.6082782369485358e-06, + 2.6016159608843736e-06, + 2.595008254502318e-06, + 2.588407596704201e-06, + 2.5818196718319086e-06, + 2.5752244710020022e-06, + 2.5686147182568675e-06, + 2.5620186079322593e-06, + 2.555413630034309e-06, + 2.548757720433059e-06, + 2.5421168174943887e-06, + 2.535465455366648e-06, + 2.528870027163066e-06, + 2.5222561816917732e-06, + 2.515628693799954e-06, + 2.509056912458618e-06, + 2.5024712613230804e-06, + 2.4958865196822444e-06, + 2.489357484591892e-06, + 2.4828987079672515e-06, + 2.476455847499892e-06, + 2.4700668745936127e-06, + 2.4637440674268873e-06, + 2.4574733288318384e-06, + 2.451220780130825e-06, + 2.445048949084594e-06, + 2.438926912873285e-06, + 2.4328312520083273e-06, + 2.4267842491099145e-06, + 2.420852297291276e-06, + 2.4150147055479465e-06, + 2.4092221337923547e-06, + 2.4035869046201697e-06, + 2.3980599053174956e-06, + 2.392573605902726e-06, + 2.387258518865565e-06, + 2.3819811758585274e-06, + 2.3767825041431934e-06, + 2.371666369072045e-06, + 2.366585704294266e-06, + 2.361507540626917e-06, + 2.3564862203784287e-06, + 2.351499006181257e-06, + 2.3465336198569275e-06, + 2.341601884836564e-06, + 2.336684019610402e-06, + 2.3318693820328917e-06, + 2.327060656170943e-06, + 2.3223271909955656e-06, + 2.3176646664069267e-06, + 2.3130075987864984e-06, + 2.308357125002658e-06, + 2.3037364371703006e-06, + 2.2991439436736982e-06, + 2.2945450837141834e-06, + 2.2899755549588008e-06, + 2.2853414520795923e-06, + 2.2806711967859883e-06, + 2.2760311821912182e-06, + 2.271372522955062e-06, + 2.266720230181818e-06, + 2.262051566503942e-06, + 2.257337655464653e-06, + 2.2526307930093026e-06, + 2.24791256187018e-06, + 2.24318023356318e-06, + 2.238455635961145e-06, + 2.2337408154271543e-06, + 2.2290573724603746e-06, + 2.2243782495934283e-06, + 2.219710950157605e-06, + 2.215074573541642e-06, + 2.2104568415670656e-06, + 2.2058320610085502e-06, + 2.2012377485225443e-06, + 2.196652076236205e-06, + 2.192074589402182e-06, + 2.1874830054002814e-06, + 2.1828604985785205e-06, + 2.178246859330102e-06 + ], + [ + NaN, + NaN, + NaN, + 3.151325654471293e-05, + 4.621639527613297e-05, + 5.5571541452081874e-05, + 5.457118822960183e-05, + 5.3829287935514e-05, + 5.3296163969207555e-05, + 5.140506982570514e-05, + 4.9829966883407906e-05, + 4.869925032835454e-05, + 4.789364174939692e-05, + 4.67778772872407e-05, + 4.6059940359555185e-05, + 4.538666325970553e-05, + 4.490550054470077e-05, + 4.4779855670640245e-05, + 4.465544770937413e-05, + 4.485016688704491e-05, + 4.5422682887874544e-05, + 4.601860564434901e-05, + 4.705317769548856e-05, + 4.815672946278937e-05, + 4.967089989804663e-05, + 5.170347139937803e-05, + 5.4086533054942265e-05, + 5.72458011447452e-05, + 6.15025928709656e-05, + 6.678959471173584e-05, + 7.417061715386808e-05, + 8.379554492421448e-05, + 9.895039693219587e-05, + 0.00012455177784431726, + 0.00017076953372452408, + 0.00029660091968253255, + 0.0019711500499397516, + -0.00039823236875236034, + -0.000167875608894974, + -0.00010427086090203375, + -7.286775507964194e-05, + -5.436309947981499e-05, + -4.2856994696194306e-05, + -3.470336378086358e-05, + -2.864825182768982e-05, + -2.4179567844839767e-05, + -2.06505210371688e-05, + -1.783962215995416e-05, + -1.5572861229884438e-05, + -1.3811058124701958e-05, + -1.2309597877901979e-05, + -1.112596601160476e-05, + -1.0232930435449816e-05, + -9.427909390069544e-06, + -8.823709322314244e-06, + -8.278201676148456e-06, + -7.878672477090731e-06, + -7.594662747578695e-06, + -7.328770607273327e-06, + -7.134784482332179e-06, + -6.981566457398003e-06, + -6.832040980953025e-06, + -6.700366611767095e-06, + -6.571557150891749e-06, + -6.421324997063493e-06, + -6.265177944442257e-06, + -6.113286417530617e-06, + -5.941179551882669e-06, + -5.7517231653037015e-06, + -5.568925644183764e-06, + -5.376599801820703e-06, + -5.1913793868152425e-06, + -5.005283128411975e-06, + -4.82002451462904e-06, + -4.6418936108238995e-06, + -4.468149654712761e-06, + -4.30076033808291e-06, + -4.139681095693959e-06, + -3.9861070035840385e-06, + -3.838173597614514e-06, + -3.694435463330592e-06, + -3.5599848615675e-06, + -3.4302083804504946e-06, + -3.3046849239326548e-06, + -3.1823283279663883e-06, + -3.0665614758618176e-06, + -2.956149728561286e-06, + -2.84925499727251e-06, + -2.747736743913265e-06, + -2.6461691504664486e-06, + -2.547792291807127e-06, + -2.4496871446899604e-06, + -2.3516497549280757e-06, + -2.2567974156118e-06, + -2.1612456748698605e-06, + -2.070788241326227e-06, + -1.980283968805452e-06, + -1.8903147065429948e-06, + -1.8051796359941363e-06, + -1.7243505681108218e-06, + -1.6460975302834413e-06, + -1.5718904933237354e-06, + -1.500040866631025e-06, + -1.4303449233921128e-06, + -1.3651221024701954e-06, + -1.3023048950344673e-06, + -1.2412493788360734e-06, + -1.18210243726935e-06, + -1.1246895610383945e-06, + -1.0688468137232121e-06, + -1.0140660151591874e-06, + -9.619229786039796e-07, + -9.109259622164245e-07, + -8.605557582086476e-07, + -8.125875865516718e-07, + -7.649809390386508e-07, + -7.183048182923812e-07, + -6.738428623975778e-07, + -6.302128099378024e-07, + -5.876926252312842e-07, + -5.463217007672938e-07, + -5.065168693363375e-07, + -4.6769449113526207e-07, + -4.2976236613867513e-07, + -3.9309188082370383e-07, + -3.573071865048405e-07, + -3.2202811439674406e-07, + -2.883739966819121e-07, + -2.5470382070125197e-07, + -2.2141600197755906e-07, + -1.8892193054398376e-07, + -1.5739874470455106e-07, + -1.260690964954847e-07, + -9.548584500862489e-08, + -6.546273567664684e-08, + -3.615861743355708e-08, + -6.472592684048095e-09, + 2.269728049952846e-08, + 5.1146308521765604e-08, + 8.062163914246412e-08, + 1.1013919731794886e-07, + 1.3887179761695734e-07, + 1.682085297716185e-07, + 1.9674892826060386e-07, + 2.2515706632475485e-07, + 2.536709757805511e-07, + 2.813810056068178e-07, + 3.0842329579172656e-07, + 3.3490181294837384e-07, + 3.606376992593141e-07, + 3.8489790199491836e-07, + 4.084992610842164e-07, + 4.3135426608387206e-07, + 4.5320456365516293e-07, + 4.73921517141207e-07, + 4.937235189572675e-07, + 5.126223072693392e-07, + 5.305651598064287e-07, + 5.476715045915626e-07, + 5.643930762744276e-07, + 5.798825100100657e-07, + 5.94575965351396e-07, + 6.089669568609679e-07, + 6.223156105988892e-07, + 6.351074830490688e-07, + 6.476557814494299e-07, + 6.595901709260943e-07, + 6.709614694955235e-07, + 6.819252007517207e-07, + 6.923806381564646e-07, + 7.02350689607556e-07, + 7.120598866094952e-07, + 7.214904940155975e-07, + 7.304854534595506e-07, + 7.392350198642816e-07, + 7.478479346900713e-07, + 7.558981565125578e-07, + 7.638126362508046e-07, + 7.716089953646588e-07, + 7.79371816861385e-07, + 7.868843567848671e-07, + 7.942844035824237e-07, + 8.016539823074709e-07, + 8.086774414550746e-07, + 8.157050501722551e-07, + 8.227688113038312e-07, + 8.294947519971174e-07, + 8.361917025467847e-07, + 8.429066724602308e-07, + 8.495196084368217e-07, + 8.558858439755568e-07, + 8.62155616232485e-07, + 8.685179864187376e-07, + 8.747755373406108e-07, + 8.809342944005039e-07, + 8.87235955815413e-07, + 8.93476453711628e-07, + 8.996126439342333e-07, + 9.058743444256834e-07, + 9.118016350839753e-07, + 9.178130540021812e-07, + 9.240085887540772e-07, + 9.300927104050061e-07, + 9.360531976199127e-07, + 9.419044886271877e-07, + 9.479114737587224e-07, + 9.537809546600329e-07, + 9.595371466275537e-07, + 9.654762607169687e-07, + 9.712917972137802e-07, + 9.769878488441464e-07, + 9.82790652415133e-07, + 9.882265885607922e-07, + 9.937402865034528e-07, + 9.993449339162908e-07, + 1.0048274816654157e-06, + 1.0100829967996106e-06, + 1.0153387393074809e-06, + 1.0204780664935242e-06, + 1.0253561413264833e-06, + 1.03012655472412e-06, + 1.0348775276725064e-06, + 1.0393163165645092e-06, + 1.04365790321026e-06, + 1.047881823978969e-06, + 1.0520275282033253e-06, + 1.0558657095316448e-06, + 1.0596073707347387e-06, + 1.0632718385750195e-06, + 1.0665937679732451e-06, + 1.0697880270527094e-06, + 1.0729207815529662e-06, + 1.0757556765383924e-06, + 1.078481432159606e-06, + 1.0811581887537614e-06, + 1.0834870636244887e-06, + 1.0857768302230397e-06, + 1.0879678029596107e-06, + 1.0900949973802199e-06, + 1.0920427939709043e-06, + 1.093916580430232e-06, + 1.095750576496357e-06, + 1.097422114071378e-06, + 1.0990553391820868e-06, + 1.1006648037437117e-06, + 1.1021162436009035e-06, + 1.1035583611374022e-06, + 1.1049799013562733e-06, + 1.1063472129535512e-06, + 1.1075558177253697e-06, + 1.108748165279394e-06, + 1.1099109542556107e-06, + 1.1109491424576845e-06, + 1.1119755072286353e-06, + 1.113026769417047e-06, + 1.113955477194395e-06, + 1.114899987442186e-06, + 1.1158901997987414e-06, + 1.1167526281496976e-06, + 1.117656211135909e-06, + 1.1185462653884315e-06, + 1.1194651960977353e-06, + 1.1202982932445593e-06, + 1.1211177479708567e-06, + 1.12196585178026e-06, + 1.1227093636989594e-06, + 1.1234398016313207e-06, + 1.1241911579418229e-06, + 1.1247956308579887e-06, + 1.1254124956394662e-06, + 1.1260416385994176e-06, + 1.1265223065493046e-06, + 1.1270061577306478e-06, + 1.1274921689619077e-06, + 1.1279687441856368e-06, + 1.1283058256594813e-06, + 1.1286365406704135e-06, + 1.1289652093182667e-06, + 1.1291576811345294e-06, + 1.1293464012851473e-06, + 1.1295322792648221e-06, + 1.1295895774310338e-06, + 1.1296457387288683e-06, + 1.1297012179056765e-06, + 1.1297555602141074e-06, + 1.129688371293014e-06, + 1.1296220918666222e-06, + 1.1295570629954454e-06, + 1.1293769830444944e-06, + 1.1291989494566224e-06, + 1.1290242127870442e-06, + 1.1287403367532534e-06, + 1.1284614629403222e-06, + 1.1281872502877377e-06, + 1.1278099236733397e-06, + 1.1274390772086917e-06, + 1.1270725508438773e-06, + 1.126712504628813e-06, + 1.1262571888437378e-06, + 1.1258118775003823e-06, + 1.1253740694883163e-06, + 1.1248454256929108e-06, + 1.1243226936130668e-06, + 1.1238086017328897e-06, + 1.1232062888666405e-06, + 1.1226126162000583e-06, + 1.1220286069146823e-06, + 1.1214516462132451e-06, + 1.120794991038565e-06, + 1.1201462939425255e-06, + 1.1195041906830738e-06, + 1.1187864856765373e-06, + 1.1180795809195843e-06, + 1.117384613280592e-06, + 1.1166182503075106e-06, + 1.1158657571286312e-06, + 1.115124632633524e-06, + 1.114315637096297e-06, + 1.1135171007481404e-06, + 1.1127303878311068e-06, + 1.1119550435978454e-06, + 1.1111156936749467e-06, + 1.1102885082436842e-06, + 1.1094699630120886e-06, + 1.1085911637565005e-06, + 1.1077246426793863e-06, + 1.1068650564993732e-06, + 1.1059481721531483e-06, + 1.1050435659853974e-06, + 1.1041483958251774e-06, + 1.103198655982851e-06, + 1.1022597163901082e-06, + 1.1013335097231902e-06, + 1.1004175348716672e-06, + 1.0994475587722263e-06, + 1.0984906566591235e-06, + 1.0975476243402227e-06, + 1.0965534329443472e-06, + 1.0955724292216473e-06, + 1.0946062047878513e-06, + 1.093593141376914e-06, + 1.0925948572548805e-06, + 1.0916119208559394e-06, + 1.0906414900091477e-06, + 1.089628540285048e-06, + 1.0886311656577163e-06, + 1.0876461828956963e-06, + 1.0866215234273113e-06, + 1.0856093695110758e-06, + 1.0846158602362266e-06, + 1.0835872217285214e-06, + 1.0825708613992902e-06, + 1.081563027582888e-06, + 1.0805142665049061e-06, + 1.0794777836053981e-06, + 1.0784495998450438e-06, + 1.0774333532026503e-06, + 1.0763736781882471e-06, + 1.0753162769105984e-06, + 1.0742711538114236e-06, + 1.0731804422903224e-06, + 1.0721007583924802e-06, + 1.0710335800467874e-06, + 1.0699296808525105e-06, + 1.068838287210383e-06, + 1.067769517248962e-06, + 1.06671427602123e-06, + 1.0656268614184228e-06, + 1.0645575230228133e-06, + 1.0635035323502962e-06, + 1.0624191872921074e-06, + 1.0613430276862346e-06, + 1.0602784641378094e-06, + 1.0591832051431993e-06, + 1.0580877187749138e-06, + 1.0570039421509136e-06, + 1.0558885605860269e-06, + 1.0547780675551621e-06, + 1.0536795116422581e-06, + 1.052588004313293e-06, + 1.0514690984564368e-06, + 1.0503620160307037e-06, + 1.0492689170860103e-06, + 1.0481497838554787e-06, + 1.0470404276929912e-06, + 1.0459417580932495e-06, + 1.0448181910760468e-06, + 1.0437083801662084e-06, + 1.0426098242533044e-06, + 1.0414853477413999e-06, + 1.0403692840554868e-06, + 1.0392645890533458e-06, + 1.038170466927113e-06, + 1.0370521295044455e-06, + 1.0359450470787124e-06, + 1.034845809044782e-06, + 1.0337242883906583e-06, + 1.0326090205126093e-06, + 1.0315011422790121e-06, + 1.0303717772330856e-06 + ] + ], + "stabilities": [ + [ + NaN, + 1.0, + 1.0, + 0.8439057469367981, + 1.0, + 0.9636520147323608, + 1.0, + 1.0, + 0.9961240291595459, + 1.0, + 1.0, + 0.977607786655426, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926468133926392, + 1.0, + 0.9934707283973694, + 1.0, + 1.0, + 0.9749716520309448, + 1.0, + 0.9962736964225769, + 0.9918451905250549, + 1.0, + 1.0, + 0.9950454831123352, + 1.0, + 1.0, + 1.0, + 0.992712676525116, + 1.0, + 1.0, + 0.9946597218513489, + 0.9933786392211914, + 1.0, + 0.9998217821121216, + 1.0, + 0.9959730505943298, + 0.993883490562439, + 1.0, + 0.9974278807640076, + 0.9963594079017639, + 1.0, + 0.9957558512687683, + 1.0, + 0.9956685304641724, + 0.9967672824859619, + 1.0, + 0.994967520236969, + 0.9980108141899109, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997873842716217, + 1.0, + 0.9900813102722168, + 0.9976422786712646, + 1.0, + 0.996911883354187, + 0.9982209801673889, + 1.0, + 0.9924731850624084, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997061491012573, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973865747451782, + 1.0, + 1.0, + 0.9973390698432922, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997005462646484, + 1.0, + 1.0, + 0.9985069036483765, + 0.9906137585639954, + 1.0, + 1.0, + 1.0, + 0.9848183989524841, + 1.0, + 1.0, + 0.9943211078643799, + 0.9837591052055359, + 1.0, + 0.9990167617797852, + 1.0, + 0.9790303707122803, + 1.0, + 1.0, + 0.9968765377998352, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979316592216492, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997417330741882, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991812109947205, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990060329437256, + 1.0, + 1.0, + 0.9994902610778809, + 0.9976723790168762, + 1.0, + 1.0, + 1.0, + 0.9983684420585632, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999171495437622, + 1.0, + 1.0, + 0.9999517202377319, + 1.0, + 0.999417781829834, + 0.999923586845398, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999411940574646, + 1.0, + 0.9989501237869263, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998167753219604, + 0.9994605779647827, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993911981582642, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999958276748657, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998855710029602, + 1.0, + 0.9993805885314941, + 0.999657392501831, + 1.0, + 0.999738335609436, + 1.0, + 1.0, + 0.9989378452301025, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993113279342651, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + [ + NaN, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.987876296043396, + 1.0, + 0.9643048048019409, + 0.9672023057937622, + 1.0, + 0.975564181804657, + 0.9954142570495605, + 1.0, + 0.9860339164733887, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999755620956421, + 0.9997130632400513, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998699426651001, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995408058166504, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999790787696838, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993648529052734, + 1.0, + 1.0, + 0.9999074339866638, + 0.9996204972267151, + 1.0, + 0.9996375441551208, + 1.0, + 0.9985754489898682, + 0.9995368123054504, + 1.0, + 0.9991102814674377, + 0.9984416365623474, + 1.0, + 0.9987000823020935, + 1.0, + 1.0, + 0.9998897314071655, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997812509536743, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999161958694458, + 1.0, + 0.9999841451644897, + 1.0, + 1.0, + 0.9991351962089539, + 1.0, + 1.0, + 0.9995479583740234, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996550679206848, + 1.0, + 1.0, + 0.9992837905883789, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998739361763, + 0.9998090267181396, + 1.0, + 1.0, + 1.0, + 0.9992300271987915, + 0.9990429878234863, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998951554298401, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987291693687439, + 1.0, + 0.9991639852523804, + 0.9993684887886047, + 1.0, + 0.9988543391227722, + 0.9992937445640564, + 1.0, + 0.9988081455230713, + 1.0, + 0.999762773513794, + 0.9994739294052124, + 1.0, + 0.9991900324821472, + 1.0, + 1.0, + 0.9992808103561401, + 1.0, + 0.9999276995658875, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998377561569214, + 0.9992378950119019, + 1.0, + 0.9989262819290161, + 0.998938798904419, + 1.0, + 0.9990196824073792, + 1.0, + 0.9992210268974304, + 0.9991708993911743, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993510842323303, + 1.0, + 1.0, + 0.9993030428886414, + 1.0, + 0.9999626278877258, + 1.0, + 0.9995867609977722, + 0.9993404746055603, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998540282249451, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981833100318909, + 1.0, + 0.998726487159729, + 1.0, + 1.0, + 0.9998260140419006, + 1.0, + 0.9994343519210815, + 0.9992266893386841, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994235038757324, + 1.0, + 0.9988206624984741, + 0.9991824626922607, + 1.0, + 0.9984179735183716, + 0.9988290667533875, + 1.0, + 0.9987927675247192, + 1.0, + 0.9997032880783081, + 0.9997771978378296, + 1.0, + 0.9999887943267822, + 0.9994322061538696, + 1.0, + 1.0, + 1.0, + 0.9996529817581177, + 0.9995989203453064, + 1.0, + 0.9997282028198242, + 0.9993544220924377, + 1.0, + 0.9992729425430298, + 1.0, + 0.9992148280143738, + 0.9996029734611511, + 1.0 + ], + [ + NaN, + 1.0, + 0.8679261207580566, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943776726722717, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9848872423171997, + 1.0, + 0.9859999418258667, + 1.0, + 0.9712379574775696, + 0.9749066829681396, + 1.0, + 0.9543103575706482, + 0.94727623462677, + 1.0, + 0.9481378197669983, + 1.0, + 0.953069269657135, + 0.9612783193588257, + 1.0, + 0.9661324620246887, + 0.9846413135528564, + 1.0, + 0.9944019913673401, + 1.0, + 1.0, + 0.9943088293075562, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993154406547546, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998984158039093, + 1.0, + 0.9996776580810547, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985780715942383, + 0.9937275648117065, + 1.0, + 0.991339921951294, + 0.981796383857727, + 1.0, + 0.982498288154602, + 1.0, + 0.9820807576179504, + 0.9814165234565735, + 1.0, + 0.9835412502288818, + 0.9820950031280518, + 1.0, + 0.9761077761650085, + 1.0, + 0.9841896891593933, + 0.9893450736999512, + 1.0, + 0.9877007007598877, + 0.9880068302154541, + 1.0, + 0.9970967769622803, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974053502082825, + 1.0, + 0.9964649081230164, + 0.9953038096427917, + 1.0, + 0.9954018592834473, + 0.9976719617843628, + 1.0, + 0.9873560070991516, + 1.0, + 0.990652322769165, + 0.9787670373916626, + 1.0, + 0.9748147130012512, + 0.9753613471984863, + 1.0, + 0.967468798160553, + 1.0, + 0.9799553155899048, + 0.9821935296058655, + 1.0, + 0.9952195882797241, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9934594631195068, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99755859375, + 1.0, + 0.9999897480010986, + 0.997867226600647, + 1.0, + 0.9994403123855591, + 0.9952081441879272, + 1.0, + 0.9979729652404785, + 1.0, + 0.9887592196464539, + 0.9861887097358704, + 1.0, + 0.9802918434143066, + 0.9825865626335144, + 1.0, + 0.9758319854736328, + 1.0, + 0.9865769147872925, + 0.9909630417823792, + 1.0, + 1.0, + 0.9956693053245544, + 1.0, + 0.9968768954277039, + 1.0, + 1.0, + 0.9855871200561523, + 1.0, + 0.9908308386802673, + 0.9913946390151978, + 1.0, + 1.0, + 1.0, + 0.9950152039527893, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + [ + NaN, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880163669586182, + 0.9491002559661865, + 1.0, + 0.9083404541015625, + 0.869188666343689, + 1.0, + 0.8213939070701599, + 1.0, + 0.7832063436508179, + 0.7472870349884033, + 1.0, + 0.7562780380249023, + 0.8119465708732605, + 1.0, + 0.9227674603462219, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906336069107056, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985882043838501, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9810656309127808, + 0.99955153465271, + 1.0, + 0.9986456036567688, + 1.0, + 0.9852622151374817, + 0.9914400577545166, + 1.0, + 0.9962458610534668, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980186820030212, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953643679618835, + 1.0, + 0.9949714541435242, + 0.9816336035728455, + 1.0, + 0.9802826046943665, + 0.9779894948005676, + 1.0, + 0.9758557677268982, + 1.0, + 0.9746480584144592, + 0.969081461429596, + 1.0, + 0.9746850728988647, + 0.9772939682006836, + 1.0, + 0.9690820574760437, + 1.0, + 0.981626570224762, + 0.9703545570373535, + 1.0, + 0.990278422832489, + 0.9873816967010498, + 1.0, + 0.988356351852417, + 1.0, + 0.9797583818435669, + 0.9981671571731567, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943479895591736, + 1.0, + 1.0, + 0.995632529258728, + 1.0, + 0.9815464019775391, + 0.9808358550071716, + 1.0, + 0.9822704792022705, + 0.9795492887496948, + 1.0, + 0.9469408392906189, + 1.0, + 0.9727597832679749, + 0.9867516756057739, + 1.0, + 0.9771185517311096, + 0.9937306642532349, + 1.0, + 0.9916596412658691, + 1.0, + 0.9950984120368958, + 1.0, + 1.0, + 0.9756333827972412, + 0.9820572137832642, + 1.0, + 0.9883495569229126, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999689519405365, + 1.0, + 0.9947696924209595, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985095262527466, + 1.0, + 0.9970909953117371, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989030957221985, + 1.0, + 1.0, + 0.997990071773529, + 1.0, + 0.9984397888183594, + 0.9973419308662415, + 1.0, + 0.9982478618621826, + 0.9972626566886902, + 1.0, + 0.9976733326911926, + 1.0, + 0.993618905544281, + 0.9954984188079834, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9907004833221436, + 0.9985545873641968, + 1.0, + 0.9944788217544556, + 0.9964849948883057, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977313280105591, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978803396224976, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ] + ], + "consistencies": [ + NaN, + 211.06349182128906, + 211.06349182128906, + -39.716487884521484, + -18.64434814453125, + -18.64434814453125, + -15.190971374511719, + -15.190971374511719, + -7.503072738647461, + -5.188950538635254, + -5.188950538635254, + -3.116267204284668, + -2.0927205085754395, + -2.0927205085754395, + -1.5159227848052979, + -1.5159227848052979, + -1.2513744831085205, + -1.0198678970336914, + -1.0198678970336914, + -0.8428674936294556, + -0.6485586166381836, + -0.6485586166381836, + -0.4972721338272095, + -0.4972721338272095, + -0.337804913520813, + -0.19230210781097412, + -0.19230210781097412, + -0.06896591186523438, + 0.016604363918304443, + 0.016604363918304443, + 0.09821546077728271, + 0.09821546077728271, + 0.1427566409111023, + 0.1759246587753296, + 0.1759246587753296, + 0.19450879096984863, + 0.20550811290740967, + 0.20550811290740967, + 0.21178001165390015, + 0.21178001165390015, + 0.20570099353790283, + 0.1876237988471985, + 0.1876237988471985, + 0.1779211163520813, + 0.1593589186668396, + 0.1593589186668396, + 0.14359474182128906, + 0.14359474182128906, + 0.11674213409423828, + 0.07866799831390381, + 0.07866799831390381, + 0.03491169214248657, + -0.05438828468322754, + -0.05438828468322754, + -0.17942070960998535, + -0.17942070960998535, + -0.33390021324157715, + -0.5212709903717041, + -0.5212709903717041, + -0.6679977178573608, + -0.7707040309906006, + -0.7707040309906006, + -0.8068770170211792, + -0.8068770170211792, + -0.8408515453338623, + -0.8813184499740601, + -0.8813184499740601, + -0.9057794809341431, + -0.9379277229309082, + -0.9379277229309082, + -1.001857042312622, + -1.001857042312622, + -1.078545331954956, + -1.1331048011779785, + -1.1331048011779785, + -1.178734302520752, + -1.232196569442749, + -1.232196569442749, + -1.258833646774292, + -1.258833646774292, + -1.2959606647491455, + -1.3216485977172852, + -1.3216485977172852, + -1.343235969543457, + -1.3583812713623047, + -1.3583812713623047, + -1.3726887702941895, + -1.3726887702941895, + -1.3855206966400146, + -1.3770594596862793, + -1.3770594596862793, + -1.3575706481933594, + -1.3345439434051514, + -1.3345439434051514, + -1.3125734329223633, + -1.3125734329223633, + -1.2778799533843994, + -1.2448787689208984, + -1.2448787689208984, + -1.2278847694396973, + -1.2111444473266602, + -1.2111444473266602, + -1.1956071853637695, + -1.1956071853637695, + -1.1893908977508545, + -1.1850886344909668, + -1.1850886344909668, + -1.1803584098815918, + -1.1619236469268799, + -1.1619236469268799, + -1.1525614261627197, + -1.1525614261627197, + -1.144742727279663, + -1.1322526931762695, + -1.1322526931762695, + -1.121436357498169, + -1.1231818199157715, + -1.1231818199157715, + -1.1174607276916504, + -1.1174607276916504, + -1.1229174137115479, + -1.1222364902496338, + -1.1222364902496338, + -1.1300899982452393, + -1.1324522495269775, + -1.1324522495269775, + -1.1341021060943604, + -1.1341021060943604, + -1.1334929466247559, + -1.1355299949645996, + -1.1355299949645996, + -1.1325366497039795, + -1.125516414642334, + -1.125516414642334, + -1.1161651611328125, + -1.1161651611328125, + -1.1109790802001953, + -1.11057448387146, + -1.11057448387146, + -1.1015312671661377, + -1.099224328994751, + -1.099224328994751, + -1.0979068279266357, + -1.0979068279266357, + -1.0873360633850098, + -1.086897850036621, + -1.086897850036621, + -1.089843988418579, + -1.0784974098205566, + -1.0784974098205566, + -1.082409143447876, + -1.082409143447876, + -1.0762929916381836, + -1.0854504108428955, + -1.0854504108428955, + -1.0614967346191406, + -1.0410487651824951, + -1.0410487651824951, + -1.0289084911346436, + -1.0289084911346436, + -1.0007846355438232, + -0.9713108539581299, + -0.9713108539581299, + -0.9417777061462402, + -0.8821567296981812, + -0.8821567296981812, + -0.8285634517669678, + -0.8285634517669678, + -0.7515678405761719, + -0.6970747709274292, + -0.6970747709274292, + -0.6376466751098633, + -0.5944396257400513, + -0.5944396257400513, + -0.5617469549179077, + -0.5617469549179077, + -0.5343115329742432, + -0.5169023275375366, + -0.5169023275375366, + -0.49165403842926025, + -0.48009324073791504, + -0.48009324073791504, + -0.46169888973236084, + -0.46169888973236084, + -0.4396454095840454, + -0.4251718521118164, + -0.4251718521118164, + -0.4173445701599121, + -0.40754711627960205, + -0.40754711627960205, + -0.3901183605194092, + -0.3901183605194092, + -0.37265264987945557, + -0.3565404415130615, + -0.3565404415130615, + -0.3410602807998657, + -0.32368171215057373, + -0.32368171215057373, + -0.3104116916656494, + -0.3104116916656494, + -0.296627402305603, + -0.28082096576690674, + -0.28082096576690674, + -0.26757311820983887, + -0.26757311820983887, + -0.24954688549041748, + -0.23354578018188477, + -0.23354578018188477, + -0.2099069356918335, + -0.19134271144866943, + -0.19134271144866943, + -0.1743638515472412, + -0.1743638515472412, + -0.15997028350830078, + -0.1474475860595703, + -0.1474475860595703, + -0.14007258415222168, + -0.1383066177368164, + -0.1383066177368164, + -0.13761305809020996, + -0.13761305809020996, + -0.1389753818511963, + -0.1456289291381836, + -0.1456289291381836, + -0.15667986869812012, + -0.16442489624023438, + -0.16442489624023438, + -0.1773529052734375, + -0.1773529052734375, + -0.19338750839233398, + -0.2069188356399536, + -0.2069188356399536, + -0.22025084495544434, + -0.2348642349243164, + -0.2348642349243164, + -0.2579559087753296, + -0.2579559087753296, + -0.2666529417037964, + -0.2698162794113159, + -0.2698162794113159, + -0.27362310886383057, + -0.274036169052124, + -0.274036169052124, + -0.2713204622268677, + -0.2713204622268677, + -0.2641739845275879, + -0.25098395347595215, + -0.25098395347595215, + -0.2511683702468872, + -0.2486504316329956, + -0.2486504316329956, + -0.2388904094696045, + -0.2388904094696045, + -0.2261519432067871, + -0.2028590440750122, + -0.2028590440750122, + -0.18645894527435303, + -0.15890860557556152, + -0.15890860557556152, + -0.13226377964019775, + -0.13226377964019775, + -0.11299943923950195, + -0.0880814790725708, + -0.0880814790725708, + -0.06434929370880127, + -0.039595842361450195, + -0.039595842361450195, + -0.015810251235961914, + -0.015810251235961914, + 0.0032910704612731934, + 0.02277129888534546, + 0.02277129888534546, + 0.03515809774398804, + 0.047285616397857666, + 0.047285616397857666, + 0.05179077386856079, + 0.05179077386856079, + 0.056638121604919434, + 0.05708247423171997, + 0.05708247423171997, + 0.057190656661987305, + 0.06161487102508545, + 0.06161487102508545, + 0.05865323543548584, + 0.05865323543548584, + 0.05601614713668823, + 0.047659337520599365, + 0.047659337520599365, + 0.039343059062957764, + 0.030649960041046143, + 0.030649960041046143, + 0.016762495040893555, + 0.016762495040893555, + 0.0076177120208740234, + 0.0008222460746765137, + 0.0008222460746765137, + 0.0017189979553222656, + 0.0032576918601989746, + 0.0032576918601989746, + 0.00360262393951416, + 0.00360262393951416, + 0.011510968208312988, + 0.02100473642349243, + 0.02100473642349243, + 0.02484220266342163, + 0.025966882705688477, + 0.025966882705688477, + 0.028463661670684814, + 0.028463661670684814, + 0.03102487325668335, + 0.0366252064704895, + 0.0366252064704895, + 0.03352689743041992, + 0.036520421504974365, + 0.036520421504974365, + 0.03594619035720825, + 0.03594619035720825, + 0.03689539432525635, + 0.03969317674636841, + 0.03969317674636841, + 0.04079294204711914, + 0.04572397470474243, + 0.04572397470474243, + 0.05173760652542114, + 0.05173760652542114, + 0.0570947527885437, + 0.06552296876907349, + 0.06552296876907349, + 0.0701245665550232, + 0.07934564352035522, + 0.07934564352035522, + 0.0850074291229248, + 0.0850074291229248, + 0.0907774567604065, + 0.09401208162307739, + 0.09401208162307739, + 0.09837931394577026, + 0.10064798593521118, + 0.10064798593521118, + 0.0979565978050232, + 0.0979565978050232, + 0.09659439325332642, + 0.09417194128036499, + 0.09417194128036499, + 0.09283363819122314, + 0.08852505683898926, + 0.08852505683898926, + 0.08542251586914062, + 0.08542251586914062, + 0.07651185989379883, + 0.06774604320526123, + 0.06774604320526123, + 0.06007862091064453, + 0.05254262685775757, + 0.05254262685775757, + 0.04270637035369873, + 0.04270637035369873, + 0.03913307189941406, + 0.0409356951713562, + 0.0409356951713562, + 0.046752333641052246, + 0.04523324966430664, + 0.04523324966430664, + 0.04484820365905762, + 0.04484820365905762, + 0.04259049892425537, + 0.03514152765274048, + 0.03514152765274048, + 0.02723848819732666, + 0.0209653377532959, + 0.0209653377532959, + 0.0245969295501709, + 0.0245969295501709, + 0.023526787757873535, + 0.032364487648010254, + 0.032364487648010254, + 0.0419238805770874, + 0.05213087797164917, + 0.05213087797164917, + 0.05986058712005615, + 0.05986058712005615, + 0.06521034240722656, + 0.07195335626602173, + 0.07195335626602173, + 0.07668954133987427, + 0.08173936605453491, + 0.08173936605453491, + 0.08218902349472046, + 0.08218902349472046, + 0.08351027965545654, + 0.08685863018035889, + 0.08685863018035889, + 0.0874704122543335, + 0.08929431438446045, + 0.08929431438446045, + 0.09242719411849976, + 0.09242719411849976, + 0.09903401136398315, + 0.10625100135803223, + 0.10625100135803223 + ], + "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 + ], + "opt_steps": [ + 0.0, + 0.0, + 0.0, + 10240.0, + 10240.0, + 10240.0, + 20480.0, + 20480.0, + 20480.0, + 30720.0, + 30720.0, + 30720.0, + 30720.0, + 40960.0, + 40960.0, + 40960.0, + 51200.0, + 51200.0, + 51200.0, + 61440.0, + 61440.0, + 61440.0, + 71680.0, + 71680.0, + 71680.0, + 71680.0, + 81920.0, + 81920.0, + 81920.0, + 92160.0, + 92160.0, + 92160.0, + 102400.0, + 102400.0, + 102400.0, + 102400.0, + 112640.0, + 112640.0, + 112640.0, + 122880.0, + 122880.0, + 122880.0, + 133120.0, + 133120.0, + 133120.0, + 143360.0, + 143360.0, + 143360.0, + 143360.0, + 153600.0, + 153600.0, + 153600.0, + 163840.0, + 163840.0, + 163840.0, + 174080.0, + 174080.0, + 174080.0, + 184320.0, + 184320.0, + 184320.0, + 184320.0, + 194560.0, + 194560.0, + 194560.0, + 204800.0, + 204800.0, + 204800.0, + 215040.0, + 215040.0, + 215040.0, + 215040.0, + 225280.0, + 225280.0, + 225280.0, + 235520.0, + 235520.0, + 235520.0, + 245760.0, + 245760.0, + 245760.0, + 256000.0, + 256000.0, + 256000.0, + 256000.0, + 266240.0, + 266240.0, + 266240.0, + 276480.0, + 276480.0, + 276480.0, + 286720.0, + 286720.0, + 286720.0, + 286720.0, + 296960.0, + 296960.0, + 296960.0, + 307200.0, + 307200.0, + 307200.0, + 317440.0, + 317440.0, + 317440.0, + 327680.0, + 327680.0, + 327680.0, + 327680.0, + 337920.0, + 337920.0, + 337920.0, + 348160.0, + 348160.0, + 348160.0, + 358400.0, + 358400.0, + 358400.0, + 368640.0, + 368640.0, + 368640.0, + 368640.0, + 378880.0, + 378880.0, + 378880.0, + 389120.0, + 389120.0, + 389120.0, + 399360.0, + 399360.0, + 399360.0, + 399360.0, + 409600.0, + 409600.0, + 409600.0, + 419840.0, + 419840.0, + 419840.0, + 430080.0, + 430080.0, + 430080.0, + 440320.0, + 440320.0, + 440320.0, + 440320.0, + 450560.0, + 450560.0, + 450560.0, + 460800.0, + 460800.0, + 460800.0, + 471040.0, + 471040.0, + 471040.0, + 471040.0, + 481280.0, + 481280.0, + 481280.0, + 491520.0, + 491520.0, + 491520.0, + 501760.0, + 501760.0, + 501760.0, + 512000.0, + 512000.0, + 512000.0, + 512000.0, + 522240.0, + 522240.0, + 522240.0, + 532480.0, + 532480.0, + 532480.0, + 542720.0, + 542720.0, + 542720.0, + 552960.0, + 552960.0, + 552960.0, + 552960.0, + 563200.0, + 563200.0, + 563200.0, + 573440.0, + 573440.0, + 573440.0, + 583680.0, + 583680.0, + 583680.0, + 583680.0, + 593920.0, + 593920.0, + 593920.0, + 604160.0, + 604160.0, + 604160.0, + 614400.0, + 614400.0, + 614400.0, + 624640.0, + 624640.0, + 624640.0, + 624640.0, + 634880.0, + 634880.0, + 634880.0, + 645120.0, + 645120.0, + 645120.0, + 655360.0, + 655360.0, + 655360.0, + 665600.0, + 665600.0, + 665600.0, + 665600.0, + 675840.0, + 675840.0, + 675840.0, + 686080.0, + 686080.0, + 686080.0, + 696320.0, + 696320.0, + 696320.0, + 696320.0, + 706560.0, + 706560.0, + 706560.0, + 716800.0, + 716800.0, + 716800.0, + 727040.0, + 727040.0, + 727040.0, + 737280.0, + 737280.0, + 737280.0, + 737280.0, + 747520.0, + 747520.0, + 747520.0, + 757760.0, + 757760.0, + 757760.0, + 768000.0, + 768000.0, + 768000.0, + 768000.0, + 778240.0, + 778240.0, + 778240.0, + 788480.0, + 788480.0, + 788480.0, + 798720.0, + 798720.0, + 798720.0, + 808960.0, + 808960.0, + 808960.0, + 808960.0, + 819200.0, + 819200.0, + 819200.0, + 829440.0, + 829440.0, + 829440.0, + 839680.0, + 839680.0, + 839680.0, + 849920.0, + 849920.0, + 849920.0, + 849920.0, + 860160.0, + 860160.0, + 860160.0, + 870400.0, + 870400.0, + 870400.0, + 880640.0, + 880640.0, + 880640.0, + 880640.0, + 890880.0, + 890880.0, + 890880.0, + 901120.0, + 901120.0, + 901120.0, + 911360.0, + 911360.0, + 911360.0, + 921600.0, + 921600.0, + 921600.0, + 921600.0, + 931840.0, + 931840.0, + 931840.0, + 942080.0, + 942080.0, + 942080.0, + 952320.0, + 952320.0, + 952320.0, + 952320.0, + 962560.0, + 962560.0, + 962560.0, + 972800.0, + 972800.0, + 972800.0, + 983040.0, + 983040.0, + 983040.0, + 993280.0, + 993280.0, + 993280.0, + 993280.0, + 1003520.0, + 1003520.0, + 1003520.0, + 1013760.0, + 1013760.0, + 1013760.0, + 1024000.0, + 1024000.0, + 1024000.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1034240.0, + 1044480.0, + 1044480.0, + 1044480.0, + 1054720.0, + 1054720.0, + 1054720.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1064960.0, + 1075200.0, + 1075200.0, + 1075200.0, + 1085440.0, + 1085440.0, + 1085440.0, + 1095680.0, + 1095680.0, + 1095680.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1105920.0, + 1116160.0, + 1116160.0, + 1116160.0, + 1126400.0, + 1126400.0, + 1126400.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1136640.0, + 1146880.0, + 1146880.0, + 1146880.0, + 1157120.0, + 1157120.0, + 1157120.0, + 1167360.0, + 1167360.0, + 1167360.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1177600.0, + 1187840.0, + 1187840.0, + 1187840.0, + 1198080.0, + 1198080.0, + 1198080.0, + 1208320.0, + 1208320.0, + 1208320.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1218560.0, + 1228800.0, + 1228800.0, + 1228800.0, + 1239040.0, + 1239040.0, + 1239040.0, + 1249280.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_trial_metrics_scalar.json b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..ccc73d82850d797c84e975e3a85bd3f5b517ecc3 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 4000000.0, + "total_reward_ma": 229.31100463867188, + "strength": 160.15972900390625, + "max_strength": 238.74957275390625, + "final_strength": 235.2596435546875, + "sample_efficiency": 5.119730417391111e-07, + "training_efficiency": 1.7032331243171939e-06, + "stability": 0.998376727104187, + "consistency": -0.28187763690948486 +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0.log b/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..c4705f2de5c820bc66543c029168761b6f5cf830 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0.log @@ -0,0 +1,5 @@ +2026-01-31 00:47:51 | INFO | PID:1231 | slm_lab.lib.logger:info | trial_metrics: frame:4.00e+06 | total_reward_ma:229.31 | strength:160.2 | max_strength:238.7 | final_strength:235.3 | sample_efficiency:5.12e-07 | training_efficiency:1.703e-06 | stability:0.9984 | consistency:-0.2819 +2026-01-31 00:47:51 | INFO | PID:1231 | slm_lab.lib.logger:info | Trial 0 done +2026-01-31 00:47:51 | INFO | PID:1231 | slm_lab.cli.main:run_spec | Output: data/ppo_swimmer_2026_01_30_215922 +2026-01-31 00:47:51 | INFO | PID:1231 | slm_lab.lib.hf:cleanup_models | Cleanup saved 8.5 MB +2026-01-31 00:47:51 | INFO | PID:1231 | slm_lab.lib.hf:upload | Uploading data/ppo_swimmer_2026_01_30_215922 to SLM-Lab/benchmark-dev/data/ppo_swimmer_2026_01_30_215922... diff --git a/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s0.log b/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..2114daaae51d900612c05466f1f6611c087bed90 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s0.log @@ -0,0 +1,1723 @@ +2026-01-30 22:00:15 | INFO | PID:1362 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU Tesla V100-PCIE-16GB (compute 7.0) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +2026-01-30 22:00:15 | INFO | PID:1362 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.997 + lam: 0.968 + clip_eps_spec: + name: no_decay + start_val: 0.2 + end_val: 0.2 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.025 + end_val: 0.025 + start_step: 0 + end_step: 0 + val_loss_coef: 0.5 + time_horizon: 2048 + minibatch_size: 64 + training_epoch: 10 + normalize_v_targets: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.025 + end_val: 0.025 + start_step: 0 + end_step: 0 +minibatch_size: 64 +val_loss_coef: 0.5 +normalize_v_targets: True +clip_vloss: False +gamma: 0.997 +lam: 0.968 +clip_eps_spec: + name: no_decay + start_val: 0.2 + end_val: 0.2 + start_step: 0 + end_step: 0 +time_horizon: 2048 +training_epoch: 10 +to_train: 0 +training_frequency: 2048 +clip_eps: 0.2 +shared: False +net: (device:cuda:0) MLPNet( + (model): Sequential( + (0): Linear(in_features=8, out_features=256, bias=True) + (1): Tanh() + (2): Linear(in_features=256, out_features=256, bias=True) + (3): Tanh() + ) + (tails): Sequential( + (0): Linear(in_features=256, out_features=2, bias=True) + ) + (loss_fn): MSELoss() +) +net_names: ['net', 'critic_net'] +critic_net: (device:cuda:0) MLPNet( + (model): Sequential( + (0): Linear(in_features=8, out_features=256, bias=True) + (1): Tanh() + (2): Linear(in_features=256, out_features=256, bias=True) + (3): Tanh() + ) + (tails): Sequential( + (0): Linear(in_features=256, out_features=1, bias=True) + ) + (loss_fn): MSELoss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 1e-08 + foreach: None + fused: None + lr: 0.00022 + maximize: False + weight_decay: 0.01 +) +critic_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 1e-08 + foreach: None + fused: None + lr: 0.00022 + maximize: False + weight_decay: 0.01 +) +old_net: (device:cuda:0) MLPNet( + (model): Sequential( + (0): Linear(in_features=8, out_features=256, bias=True) + (1): Tanh() + (2): Linear(in_features=256, out_features=256, bias=True) + (3): Tanh() + ) + (tails): Sequential( + (0): Linear(in_features=256, out_features=2, bias=True) + ) + (loss_fn): MSELoss() +) +2026-01-30 22:00:18 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:344.8 +frame:1.00e+04 wall_t:29 t:625 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:00:21 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.77 total_reward_ma:23.77 loss:nan fps:625 +frame:2.00e+04 wall_t:32 t:1250 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:00:23 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.77 total_reward_ma:23.77 loss:nan fps:882.4 +frame:3.00e+04 wall_t:34 t:1875 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:01:40 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:28.71 total_reward_ma:25.42 loss:0.05264 fps:360.4 +frame:4.00e+04 wall_t:111 t:2500 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.873 +2026-01-30 22:01:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.05 total_reward_ma:25.08 loss:0.05264 fps:438.6 +frame:5.00e+04 wall_t:114 t:3125 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.873 +2026-01-30 22:01:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.05 total_reward_ma:24.87 loss:0.05264 fps:512.8 +frame:6.00e+04 wall_t:117 t:3750 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.873 +2026-01-30 22:03:05 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.13 total_reward_ma:24.58 loss:-0.04528 fps:357.1 +frame:7.00e+04 wall_t:196 t:4375 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.904 +2026-01-30 22:03:08 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.13 total_reward_ma:24.37 loss:-0.04528 fps:402 +frame:8.00e+04 wall_t:199 t:5000 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.904 +2026-01-30 22:03:11 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.39 total_reward_ma:24.25 loss:-0.04528 fps:445.5 +frame:9.00e+04 wall_t:202 t:5625 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.904 +2026-01-30 22:04:27 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.30 total_reward_ma:24.15 loss:-0.05661 fps:359.7 +frame:1.00e+05 wall_t:278 t:6250 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.916 +2026-01-30 22:04:30 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.30 total_reward_ma:24.06 loss:-0.05661 fps:391.5 +frame:1.10e+05 wall_t:281 t:6875 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.916 +2026-01-30 22:04:33 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.37 total_reward_ma:24.00 loss:-0.05661 fps:422.5 +frame:1.20e+05 wall_t:284 t:7500 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.916 +2026-01-30 22:04:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.82 total_reward_ma:23.90 loss:-0.05661 fps:453 +frame:1.30e+05 wall_t:287 t:8125 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.916 +2026-01-30 22:05:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.82 total_reward_ma:23.82 loss:-0.05534 fps:386.7 +frame:1.40e+05 wall_t:362 t:8750 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 22:05:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.83 total_reward_ma:23.82 loss:-0.05534 fps:409.8 +frame:1.50e+05 wall_t:366 t:9375 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 22:05:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.83 total_reward_ma:23.82 loss:-0.05534 fps:433.6 +frame:1.60e+05 wall_t:369 t:10000 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 22:07:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.14 total_reward_ma:23.90 loss:-0.06212 fps:382 +frame:1.70e+05 wall_t:445 t:10625 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:2.871 +2026-01-30 22:07:17 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.95 total_reward_ma:23.96 loss:-0.06212 fps:401.8 +frame:1.80e+05 wall_t:448 t:11250 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:2.871 +2026-01-30 22:07:21 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.95 total_reward_ma:24.02 loss:-0.06212 fps:420.4 +frame:1.90e+05 wall_t:452 t:11875 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:2.871 +2026-01-30 22:08:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.78 total_reward_ma:24.06 loss:-0.05569 fps:379.5 +frame:2.00e+05 wall_t:527 t:12500 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:2.871 +2026-01-30 22:08:39 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.97 total_reward_ma:24.10 loss:-0.05569 fps:396.2 +frame:2.10e+05 wall_t:530 t:13125 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:2.871 +2026-01-30 22:08:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.97 total_reward_ma:24.14 loss:-0.05569 fps:412.8 +frame:2.20e+05 wall_t:533 t:13750 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:2.871 +2026-01-30 22:09:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.32 total_reward_ma:24.15 loss:-0.04837 fps:378.3 +frame:2.30e+05 wall_t:608 t:14375 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:2.857 +2026-01-30 22:10:00 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.32 total_reward_ma:24.16 loss:-0.04837 fps:392.8 +frame:2.40e+05 wall_t:611 t:15000 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:2.857 +2026-01-30 22:10:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.22 total_reward_ma:24.16 loss:-0.04837 fps:406.5 +frame:2.50e+05 wall_t:615 t:15625 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:2.857 +2026-01-30 22:10:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.01 total_reward_ma:24.16 loss:-0.04837 fps:420.7 +frame:2.60e+05 wall_t:618 t:16250 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:2.857 +2026-01-30 22:11:22 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.01 total_reward_ma:24.15 loss:-0.03957 fps:389.6 +frame:2.70e+05 wall_t:693 t:16875 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:2.841 +2026-01-30 22:11:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.02 total_reward_ma:24.15 loss:-0.03957 fps:401.7 +frame:2.80e+05 wall_t:697 t:17500 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:2.841 +2026-01-30 22:11:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.89 total_reward_ma:24.14 loss:-0.03957 fps:414.3 +frame:2.90e+05 wall_t:700 t:18125 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:2.841 +2026-01-30 22:12:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.89 total_reward_ma:24.13 loss:-0.03191 fps:386.1 +frame:3.00e+05 wall_t:777 t:18750 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:2.816 +2026-01-30 22:12:49 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.96 total_reward_ma:24.12 loss:-0.03191 fps:397.4 +frame:3.10e+05 wall_t:780 t:19375 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:2.816 +2026-01-30 22:12:52 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.96 total_reward_ma:24.12 loss:-0.03191 fps:408.7 +frame:3.20e+05 wall_t:783 t:20000 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:2.816 +2026-01-30 22:14:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.77 total_reward_ma:24.11 loss:-0.0219 fps:385.1 +frame:3.30e+05 wall_t:857 t:20625 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.799 +2026-01-30 22:14:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.82 total_reward_ma:24.10 loss:-0.0219 fps:394.9 +frame:3.40e+05 wall_t:861 t:21250 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.799 +2026-01-30 22:14:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.82 total_reward_ma:24.09 loss:-0.0219 fps:405.1 +frame:3.50e+05 wall_t:864 t:21875 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.799 +2026-01-30 22:14:16 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.69 total_reward_ma:24.08 loss:-0.0219 fps:415.2 +frame:3.60e+05 wall_t:867 t:22500 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.799 +2026-01-30 22:15:33 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.53 total_reward_ma:24.06 loss:-0.01713 fps:391.9 +frame:3.70e+05 wall_t:944 t:23125 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:2.788 +2026-01-30 22:15:37 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.53 total_reward_ma:24.05 loss:-0.01713 fps:400.8 +frame:3.80e+05 wall_t:948 t:23750 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:2.788 +2026-01-30 22:15:40 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.52 total_reward_ma:24.03 loss:-0.01713 fps:410.1 +frame:3.90e+05 wall_t:951 t:24375 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:2.788 +2026-01-30 22:16:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.52 total_reward_ma:24.02 loss:-0.02036 fps:389.9 +frame:4.00e+05 wall_t:1026 t:25000 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:2.774 +2026-01-30 22:16:59 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.42 total_reward_ma:24.01 loss:-0.02036 fps:398.1 +frame:4.10e+05 wall_t:1030 t:25625 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:2.774 +2026-01-30 22:17:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.27 total_reward_ma:23.99 loss:-0.02036 fps:406.2 +frame:4.20e+05 wall_t:1034 t:26250 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:2.774 +2026-01-30 22:18:17 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.27 total_reward_ma:23.97 loss:-0.01043 fps:388.1 +frame:4.30e+05 wall_t:1108 t:26875 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 22:18:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.21 total_reward_ma:23.95 loss:-0.01043 fps:396 +frame:4.40e+05 wall_t:1111 t:27500 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 22:18:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.12 total_reward_ma:23.93 loss:-0.01043 fps:403.6 +frame:4.50e+05 wall_t:1115 t:28125 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 22:19:40 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.12 total_reward_ma:23.92 loss:-0.007472 fps:386.2 +frame:4.60e+05 wall_t:1191 t:28750 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.776 +2026-01-30 22:19:44 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.02 total_reward_ma:23.90 loss:-0.007472 fps:393.3 +frame:4.70e+05 wall_t:1195 t:29375 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.776 +2026-01-30 22:19:47 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.02 total_reward_ma:23.88 loss:-0.007472 fps:400.3 +frame:4.80e+05 wall_t:1199 t:30000 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.776 +2026-01-30 22:19:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.91 total_reward_ma:23.86 loss:-0.007472 fps:407.7 +frame:4.90e+05 wall_t:1202 t:30625 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.776 +2026-01-30 22:21:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.83 total_reward_ma:23.84 loss:-0.01019 fps:391.5 +frame:5.00e+05 wall_t:1277 t:31250 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:2.764 +2026-01-30 22:21:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.83 total_reward_ma:23.82 loss:-0.01019 fps:398.1 +frame:5.10e+05 wall_t:1281 t:31875 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:2.764 +2026-01-30 22:21:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.71 total_reward_ma:23.80 loss:-0.01019 fps:405 +frame:5.20e+05 wall_t:1284 t:32500 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:2.764 +2026-01-30 22:22:27 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.67 total_reward_ma:23.77 loss:-0.004131 fps:390.3 +frame:5.30e+05 wall_t:1358 t:33125 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:2.76 +2026-01-30 22:22:31 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.67 total_reward_ma:23.75 loss:-0.004131 fps:396.5 +frame:5.40e+05 wall_t:1362 t:33750 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:2.76 +2026-01-30 22:22:34 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.79 total_reward_ma:23.74 loss:-0.004131 fps:402.6 +frame:5.50e+05 wall_t:1366 t:34375 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:2.76 +2026-01-30 22:23:48 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.79 total_reward_ma:23.72 loss:-0.009646 fps:389.2 +frame:5.60e+05 wall_t:1439 t:35000 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:2.763 +2026-01-30 22:23:52 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.90 total_reward_ma:23.70 loss:-0.009646 fps:395 +frame:5.70e+05 wall_t:1443 t:35625 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:2.763 +2026-01-30 22:23:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.02 total_reward_ma:23.69 loss:-0.009646 fps:401.1 +frame:5.80e+05 wall_t:1446 t:36250 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:2.763 +2026-01-30 22:25:08 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.02 total_reward_ma:23.68 loss:-0.008089 fps:388.4 +frame:5.90e+05 wall_t:1519 t:36875 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.744 +2026-01-30 22:25:12 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.08 total_reward_ma:23.67 loss:-0.008089 fps:394 +frame:6.00e+05 wall_t:1523 t:37500 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.744 +2026-01-30 22:25:15 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.33 total_reward_ma:23.66 loss:-0.008089 fps:399.5 +frame:6.10e+05 wall_t:1527 t:38125 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.744 +2026-01-30 22:25:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.33 total_reward_ma:23.66 loss:-0.008089 fps:405.2 +frame:6.20e+05 wall_t:1530 t:38750 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.744 +2026-01-30 22:26:34 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.28 total_reward_ma:23.65 loss:-0.007017 fps:392.5 +frame:6.30e+05 wall_t:1605 t:39375 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:2.713 +2026-01-30 22:26:38 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.28 total_reward_ma:23.65 loss:-0.007017 fps:397.8 +frame:6.40e+05 wall_t:1609 t:40000 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:2.713 +2026-01-30 22:26:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.04 total_reward_ma:23.64 loss:-0.007017 fps:403 +frame:6.50e+05 wall_t:1613 t:40625 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:2.713 +2026-01-30 22:27:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.98 total_reward_ma:23.63 loss:-0.01416 fps:390.8 +frame:6.60e+05 wall_t:1689 t:41250 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:2.701 +2026-01-30 22:28:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.98 total_reward_ma:23.62 loss:-0.01416 fps:395.7 +frame:6.70e+05 wall_t:1693 t:41875 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:2.701 +2026-01-30 22:28:05 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.91 total_reward_ma:23.61 loss:-0.01416 fps:400.7 +frame:6.80e+05 wall_t:1697 t:42500 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:2.701 +2026-01-30 22:29:18 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.86 total_reward_ma:23.60 loss:-0.01654 fps:390.1 +frame:6.90e+05 wall_t:1769 t:43125 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.706 +2026-01-30 22:29:22 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.86 total_reward_ma:23.58 loss:-0.01654 fps:394.8 +frame:7.00e+05 wall_t:1773 t:43750 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.706 +2026-01-30 22:29:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.68 total_reward_ma:23.57 loss:-0.01654 fps:399.8 +frame:7.10e+05 wall_t:1776 t:44375 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.706 +2026-01-30 22:29:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.68 total_reward_ma:23.56 loss:-0.01654 fps:404.5 +frame:7.20e+05 wall_t:1780 t:45000 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.706 +2026-01-30 22:30:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.68 total_reward_ma:23.55 loss:0.01658 fps:393.7 +frame:7.30e+05 wall_t:1854 t:45625 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:2.707 +2026-01-30 22:30:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.75 total_reward_ma:23.54 loss:0.01658 fps:398.5 +frame:7.40e+05 wall_t:1857 t:46250 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:2.707 +2026-01-30 22:30:50 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.75 total_reward_ma:23.53 loss:0.01658 fps:403 +frame:7.50e+05 wall_t:1861 t:46875 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:2.707 +2026-01-30 22:32:05 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.90 total_reward_ma:23.52 loss:-0.008164 fps:392.6 +frame:7.60e+05 wall_t:1936 t:47500 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:2.716 +2026-01-30 22:32:08 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.89 total_reward_ma:23.51 loss:-0.008164 fps:397.1 +frame:7.70e+05 wall_t:1939 t:48125 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:2.716 +2026-01-30 22:32:12 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:22.89 total_reward_ma:23.50 loss:-0.008164 fps:401.4 +frame:7.80e+05 wall_t:1943 t:48750 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:2.716 +2026-01-30 22:33:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.02 total_reward_ma:23.50 loss:-0.003435 fps:391.3 +frame:7.90e+05 wall_t:2019 t:49375 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:2.706 +2026-01-30 22:33:32 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.02 total_reward_ma:23.49 loss:-0.003435 fps:395.5 +frame:8.00e+05 wall_t:2023 t:50000 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:2.706 +2026-01-30 22:33:35 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.16 total_reward_ma:23.49 loss:-0.003435 fps:399.8 +frame:8.10e+05 wall_t:2026 t:50625 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:2.706 +2026-01-30 22:34:49 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.10 total_reward_ma:23.48 loss:-0.01565 fps:390.5 +frame:8.20e+05 wall_t:2100 t:51250 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.703 +2026-01-30 22:34:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.10 total_reward_ma:23.48 loss:-0.01565 fps:394.5 +frame:8.30e+05 wall_t:2104 t:51875 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.703 +2026-01-30 22:34:56 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.25 total_reward_ma:23.47 loss:-0.01565 fps:398.5 +frame:8.40e+05 wall_t:2108 t:52500 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.703 +2026-01-30 22:35:00 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.18 total_reward_ma:23.47 loss:-0.01565 fps:402.7 +frame:8.50e+05 wall_t:2111 t:53125 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.703 +2026-01-30 22:36:16 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.18 total_reward_ma:23.47 loss:-0.006668 fps:393.2 +frame:8.60e+05 wall_t:2187 t:53750 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:2.712 +2026-01-30 22:36:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.33 total_reward_ma:23.46 loss:-0.006668 fps:397.3 +frame:8.70e+05 wall_t:2190 t:54375 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:2.712 +2026-01-30 22:36:23 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.33 total_reward_ma:23.46 loss:-0.006668 fps:401.1 +frame:8.80e+05 wall_t:2194 t:55000 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:2.712 +2026-01-30 22:37:38 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.47 total_reward_ma:23.46 loss:-0.005802 fps:392.1 +frame:8.90e+05 wall_t:2270 t:55625 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:2.705 +2026-01-30 22:37:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.63 total_reward_ma:23.46 loss:-0.005802 fps:395.8 +frame:9.00e+05 wall_t:2274 t:56250 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:2.705 +2026-01-30 22:37:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.63 total_reward_ma:23.47 loss:-0.005802 fps:399.6 +frame:9.10e+05 wall_t:2277 t:56875 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:2.705 +2026-01-30 22:39:00 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.93 total_reward_ma:23.47 loss:-0.001821 fps:391.3 +frame:9.20e+05 wall_t:2351 t:57500 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.704 +2026-01-30 22:39:04 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.99 total_reward_ma:23.48 loss:-0.001821 fps:394.9 +frame:9.30e+05 wall_t:2355 t:58125 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.704 +2026-01-30 22:39:08 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:23.99 total_reward_ma:23.48 loss:-0.001821 fps:398.5 +frame:9.40e+05 wall_t:2359 t:58750 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.704 +2026-01-30 22:39:11 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.14 total_reward_ma:23.49 loss:-0.001821 fps:402.2 +frame:9.50e+05 wall_t:2362 t:59375 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.704 +2026-01-30 22:40:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.14 total_reward_ma:23.50 loss:-0.004814 fps:394.1 +frame:9.60e+05 wall_t:2436 t:60000 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:2.714 +2026-01-30 22:40:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.47 total_reward_ma:23.51 loss:-0.004814 fps:397.7 +frame:9.70e+05 wall_t:2439 t:60625 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:2.714 +2026-01-30 22:40:32 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.62 total_reward_ma:23.52 loss:-0.004814 fps:401.1 +frame:9.80e+05 wall_t:2443 t:61250 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:2.714 +2026-01-30 22:41:47 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.62 total_reward_ma:23.53 loss:-0.002313 fps:393.2 +frame:9.90e+05 wall_t:2518 t:61875 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:2.727 +2026-01-30 22:41:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:24.81 total_reward_ma:23.54 loss:-0.002313 fps:396.5 +frame:1.00e+06 wall_t:2522 t:62500 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:2.727 +2026-01-30 22:41:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.14 total_reward_ma:23.56 loss:-0.002313 fps:399.8 +frame:1.01e+06 wall_t:2526 t:63125 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:2.727 +2026-01-30 22:43:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.14 total_reward_ma:23.57 loss:-0.0002185 fps:392.2 +frame:1.02e+06 wall_t:2601 t:63750 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:2.739 +2026-01-30 22:43:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.44 total_reward_ma:23.59 loss:-0.0002185 fps:395.4 +frame:1.03e+06 wall_t:2605 t:64375 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:2.739 +2026-01-30 22:43:17 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.44 total_reward_ma:23.56 loss:-0.0002185 fps:398.8 +frame:1.04e+06 wall_t:2608 t:65000 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:2.739 +2026-01-30 22:44:31 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.56 total_reward_ma:23.57 loss:-0.008214 fps:391.5 +frame:1.05e+06 wall_t:2682 t:65625 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.748 +2026-01-30 22:44:35 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.72 total_reward_ma:23.59 loss:-0.008214 fps:394.6 +frame:1.06e+06 wall_t:2686 t:66250 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.748 +2026-01-30 22:44:39 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.72 total_reward_ma:23.61 loss:-0.008214 fps:397.8 +frame:1.07e+06 wall_t:2690 t:66875 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.748 +2026-01-30 22:44:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.29 total_reward_ma:23.65 loss:-0.008214 fps:400.9 +frame:1.08e+06 wall_t:2694 t:67500 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.748 +2026-01-30 22:45:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.62 total_reward_ma:23.68 loss:-0.007309 fps:393.8 +frame:1.09e+06 wall_t:2768 t:68125 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:2.758 +2026-01-30 22:46:00 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.62 total_reward_ma:23.71 loss:-0.007309 fps:396.8 +frame:1.10e+06 wall_t:2772 t:68750 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:2.758 +2026-01-30 22:46:04 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.80 total_reward_ma:23.75 loss:-0.007309 fps:400 +frame:1.11e+06 wall_t:2775 t:69375 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:2.758 +2026-01-30 22:47:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.80 total_reward_ma:23.78 loss:-0.00937 fps:392.8 +frame:1.12e+06 wall_t:2851 t:70000 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:2.756 +2026-01-30 22:47:23 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.79 total_reward_ma:23.82 loss:-0.00937 fps:395.8 +frame:1.13e+06 wall_t:2855 t:70625 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:2.756 +2026-01-30 22:47:27 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:27.06 total_reward_ma:23.86 loss:-0.00937 fps:398.9 +frame:1.14e+06 wall_t:2858 t:71250 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:2.756 +2026-01-30 22:48:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:27.06 total_reward_ma:23.89 loss:-0.00728 fps:392.1 +frame:1.15e+06 wall_t:2933 t:71875 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:2.719 +2026-01-30 22:48:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:27.02 total_reward_ma:23.93 loss:-0.00728 fps:395 +frame:1.16e+06 wall_t:2937 t:72500 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:2.719 +2026-01-30 22:48:49 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.76 total_reward_ma:23.94 loss:-0.00728 fps:398 +frame:1.17e+06 wall_t:2940 t:73125 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:2.719 +2026-01-30 22:50:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.76 total_reward_ma:23.96 loss:-0.02088 fps:391.5 +frame:1.18e+06 wall_t:3014 t:73750 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.725 +2026-01-30 22:50:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:27.37 total_reward_ma:23.99 loss:-0.02088 fps:394.3 +frame:1.19e+06 wall_t:3018 t:74375 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.725 +2026-01-30 22:50:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:27.37 total_reward_ma:24.01 loss:-0.02088 fps:397.2 +frame:1.20e+06 wall_t:3021 t:75000 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.725 +2026-01-30 22:50:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.94 total_reward_ma:24.03 loss:-0.02088 fps:400 +frame:1.21e+06 wall_t:3025 t:75625 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.725 +2026-01-30 22:51:27 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:27.15 total_reward_ma:24.05 loss:-0.04019 fps:393.8 +frame:1.22e+06 wall_t:3098 t:76250 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:2.703 +2026-01-30 22:51:31 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:27.15 total_reward_ma:24.08 loss:-0.04019 fps:396.5 +frame:1.23e+06 wall_t:3102 t:76875 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:2.703 +2026-01-30 22:51:34 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.99 total_reward_ma:24.11 loss:-0.04019 fps:399.4 +frame:1.24e+06 wall_t:3105 t:77500 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:2.703 +2026-01-30 22:52:49 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.53 total_reward_ma:24.13 loss:-0.04549 fps:393.1 +frame:1.25e+06 wall_t:3180 t:78125 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:2.705 +2026-01-30 22:52:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.53 total_reward_ma:24.16 loss:-0.04549 fps:395.7 +frame:1.26e+06 wall_t:3184 t:78750 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:2.705 +2026-01-30 22:52:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.50 total_reward_ma:24.18 loss:-0.04549 fps:398.4 +frame:1.27e+06 wall_t:3188 t:79375 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:2.705 +2026-01-30 22:54:12 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:26.50 total_reward_ma:24.21 loss:-0.0424 fps:392.2 +frame:1.28e+06 wall_t:3264 t:80000 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.712 +2026-01-30 22:54:16 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.92 total_reward_ma:24.23 loss:-0.0424 fps:394.9 +frame:1.29e+06 wall_t:3267 t:80625 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.712 +2026-01-30 22:54:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.97 total_reward_ma:24.25 loss:-0.0424 fps:397.4 +frame:1.30e+06 wall_t:3271 t:81250 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.712 +2026-01-30 22:54:23 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.97 total_reward_ma:24.27 loss:-0.0424 fps:400.1 +frame:1.31e+06 wall_t:3274 t:81875 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.712 +2026-01-30 22:55:38 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:25.88 total_reward_ma:24.29 loss:-0.05022 fps:394.1 +frame:1.32e+06 wall_t:3349 t:82500 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:2.731 +2026-01-30 22:55:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:27.72 total_reward_ma:24.33 loss:-0.05022 fps:396.7 +frame:1.33e+06 wall_t:3353 t:83125 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:2.731 +2026-01-30 22:55:45 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:27.72 total_reward_ma:24.36 loss:-0.05022 fps:399.3 +frame:1.34e+06 wall_t:3356 t:83750 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:2.731 +2026-01-30 22:57:00 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:29.27 total_reward_ma:24.42 loss:-0.0447 fps:393.5 +frame:1.35e+06 wall_t:3431 t:84375 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:2.746 +2026-01-30 22:57:04 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:29.27 total_reward_ma:24.47 loss:-0.0447 fps:395.9 +frame:1.36e+06 wall_t:3435 t:85000 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:2.746 +2026-01-30 22:57:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:31.01 total_reward_ma:24.55 loss:-0.0447 fps:398.5 +frame:1.37e+06 wall_t:3438 t:85625 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:2.746 +2026-01-30 22:58:21 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:31.87 total_reward_ma:24.63 loss:-0.04239 fps:392.9 +frame:1.38e+06 wall_t:3512 t:86250 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:2.76 +2026-01-30 22:58:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:31.87 total_reward_ma:24.72 loss:-0.04239 fps:395.3 +frame:1.39e+06 wall_t:3516 t:86875 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:2.76 +2026-01-30 22:58:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:33.80 total_reward_ma:24.82 loss:-0.04239 fps:397.7 +frame:1.40e+06 wall_t:3520 t:87500 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:2.76 +2026-01-30 22:59:44 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:35.52 total_reward_ma:24.94 loss:-0.03859 fps:392.2 +frame:1.41e+06 wall_t:3595 t:88125 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 22:59:48 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:35.52 total_reward_ma:25.06 loss:-0.03859 fps:394.6 +frame:1.42e+06 wall_t:3599 t:88750 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 22:59:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:37.29 total_reward_ma:25.20 loss:-0.03859 fps:397 +frame:1.43e+06 wall_t:3602 t:89375 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 22:59:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:37.29 total_reward_ma:25.34 loss:-0.03859 fps:399.3 +frame:1.44e+06 wall_t:3606 t:90000 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 23:01:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:39.65 total_reward_ma:25.51 loss:-0.03204 fps:393.9 +frame:1.45e+06 wall_t:3681 t:90625 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:2.776 +2026-01-30 23:01:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:40.72 total_reward_ma:25.69 loss:-0.03204 fps:396.2 +frame:1.46e+06 wall_t:3685 t:91250 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:2.776 +2026-01-30 23:01:17 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:40.72 total_reward_ma:25.86 loss:-0.03204 fps:398.6 +frame:1.47e+06 wall_t:3688 t:91875 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:2.776 +2026-01-30 23:02:33 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:41.14 total_reward_ma:26.04 loss:-0.04019 fps:393.2 +frame:1.48e+06 wall_t:3764 t:92500 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:2.783 +2026-01-30 23:02:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:43.65 total_reward_ma:26.25 loss:-0.04019 fps:395.5 +frame:1.49e+06 wall_t:3767 t:93125 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:2.783 +2026-01-30 23:02:39 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:43.65 total_reward_ma:26.46 loss:-0.04019 fps:397.9 +frame:1.50e+06 wall_t:3770 t:93750 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:2.783 +2026-01-30 23:03:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:44.05 total_reward_ma:26.67 loss:-0.03877 fps:392.6 +frame:1.51e+06 wall_t:3846 t:94375 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.766 +2026-01-30 23:03:59 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:44.05 total_reward_ma:26.88 loss:-0.03877 fps:394.8 +frame:1.52e+06 wall_t:3850 t:95000 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.766 +2026-01-30 23:04:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:45.44 total_reward_ma:27.11 loss:-0.03877 fps:397 +frame:1.53e+06 wall_t:3854 t:95625 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.766 +2026-01-30 23:04:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:45.94 total_reward_ma:27.34 loss:-0.03877 fps:399.3 +frame:1.54e+06 wall_t:3857 t:96250 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.766 +2026-01-30 23:05:22 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:45.94 total_reward_ma:27.58 loss:-0.03062 fps:394.1 +frame:1.55e+06 wall_t:3933 t:96875 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:2.775 +2026-01-30 23:05:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:48.90 total_reward_ma:27.84 loss:-0.03062 fps:396.3 +frame:1.56e+06 wall_t:3936 t:97500 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:2.775 +2026-01-30 23:05:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:52.25 total_reward_ma:28.13 loss:-0.03062 fps:398.5 +frame:1.57e+06 wall_t:3940 t:98125 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:2.775 +2026-01-30 23:06:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:52.25 total_reward_ma:28.42 loss:-0.03252 fps:393.6 +frame:1.58e+06 wall_t:4014 t:98750 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:2.767 +2026-01-30 23:06:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:54.14 total_reward_ma:28.73 loss:-0.03252 fps:395.8 +frame:1.59e+06 wall_t:4017 t:99375 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:2.767 +2026-01-30 23:06:49 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:54.14 total_reward_ma:29.04 loss:-0.03252 fps:398 +frame:1.60e+06 wall_t:4020 t:100000 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:2.767 +2026-01-30 23:08:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:59.08 total_reward_ma:29.40 loss:-0.02992 fps:393.3 +frame:1.61e+06 wall_t:4094 t:100625 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:2.784 +2026-01-30 23:08:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:63.21 total_reward_ma:29.80 loss:-0.02992 fps:395.3 +frame:1.62e+06 wall_t:4098 t:101250 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:2.784 +2026-01-30 23:08:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:63.21 total_reward_ma:30.20 loss:-0.02992 fps:397.5 +frame:1.63e+06 wall_t:4101 t:101875 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:2.784 +2026-01-30 23:09:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:67.98 total_reward_ma:30.65 loss:-0.03693 fps:392.8 +frame:1.64e+06 wall_t:4175 t:102500 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:2.808 +2026-01-30 23:09:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:78.37 total_reward_ma:31.20 loss:-0.03693 fps:394.8 +frame:1.65e+06 wall_t:4179 t:103125 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:2.808 +2026-01-30 23:09:31 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:78.37 total_reward_ma:31.75 loss:-0.03693 fps:396.9 +frame:1.66e+06 wall_t:4182 t:103750 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:2.808 +2026-01-30 23:09:35 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:88.95 total_reward_ma:32.41 loss:-0.03693 fps:398.9 +frame:1.67e+06 wall_t:4186 t:104375 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:2.808 +2026-01-30 23:10:50 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:88.95 total_reward_ma:33.07 loss:-0.03842 fps:394.3 +frame:1.68e+06 wall_t:4261 t:105000 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:2.808 +2026-01-30 23:10:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:103.32 total_reward_ma:33.88 loss:-0.03842 fps:396.2 +frame:1.69e+06 wall_t:4265 t:105625 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:2.808 +2026-01-30 23:10:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:116.45 total_reward_ma:34.82 loss:-0.03842 fps:398.3 +frame:1.70e+06 wall_t:4268 t:106250 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:2.808 +2026-01-30 23:12:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:116.45 total_reward_ma:35.75 loss:-0.05933 fps:393.6 +frame:1.71e+06 wall_t:4344 t:106875 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:2.836 +2026-01-30 23:12:16 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:131.08 total_reward_ma:36.84 loss:-0.05933 fps:395.7 +frame:1.72e+06 wall_t:4347 t:107500 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:2.836 +2026-01-30 23:12:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:143.27 total_reward_ma:38.04 loss:-0.05933 fps:397.6 +frame:1.73e+06 wall_t:4351 t:108125 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:2.836 +2026-01-30 23:13:34 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:143.27 total_reward_ma:39.25 loss:-0.06501 fps:393.2 +frame:1.74e+06 wall_t:4425 t:108750 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:2.856 +2026-01-30 23:13:38 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:152.46 total_reward_ma:40.55 loss:-0.06501 fps:395.1 +frame:1.75e+06 wall_t:4429 t:109375 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:2.856 +2026-01-30 23:13:41 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:152.46 total_reward_ma:41.84 loss:-0.06501 fps:397.1 +frame:1.76e+06 wall_t:4432 t:110000 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:2.856 +2026-01-30 23:14:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:162.38 total_reward_ma:43.24 loss:-0.06947 fps:392.8 +frame:1.77e+06 wall_t:4506 t:110625 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:2.869 +2026-01-30 23:14:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:168.17 total_reward_ma:44.69 loss:-0.06947 fps:394.8 +frame:1.78e+06 wall_t:4509 t:111250 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:2.869 +2026-01-30 23:15:01 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:168.17 total_reward_ma:46.14 loss:-0.06947 fps:396.7 +frame:1.79e+06 wall_t:4512 t:111875 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:2.869 +2026-01-30 23:15:04 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:173.27 total_reward_ma:47.64 loss:-0.06947 fps:398.7 +frame:1.80e+06 wall_t:4515 t:112500 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:2.869 +2026-01-30 23:16:21 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:172.91 total_reward_ma:49.14 loss:-0.07195 fps:394.2 +frame:1.81e+06 wall_t:4592 t:113125 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:2.899 +2026-01-30 23:16:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:172.91 total_reward_ma:50.64 loss:-0.07195 fps:396.1 +frame:1.82e+06 wall_t:4595 t:113750 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:2.899 +2026-01-30 23:16:27 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:176.24 total_reward_ma:52.17 loss:-0.07195 fps:398 +frame:1.83e+06 wall_t:4598 t:114375 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:2.899 +2026-01-30 23:17:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:176.24 total_reward_ma:53.70 loss:-0.07276 fps:393.8 +frame:1.84e+06 wall_t:4673 t:115000 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:2.928 +2026-01-30 23:17:45 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:182.16 total_reward_ma:55.29 loss:-0.07276 fps:395.6 +frame:1.85e+06 wall_t:4676 t:115625 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:2.928 +2026-01-30 23:17:48 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:184.17 total_reward_ma:56.90 loss:-0.07276 fps:397.5 +frame:1.86e+06 wall_t:4679 t:116250 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:2.928 +2026-01-30 23:19:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:184.17 total_reward_ma:58.51 loss:-0.07455 fps:393.4 +frame:1.87e+06 wall_t:4754 t:116875 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:2.94 +2026-01-30 23:19:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:186.06 total_reward_ma:60.13 loss:-0.07455 fps:395.2 +frame:1.88e+06 wall_t:4757 t:117500 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:2.94 +2026-01-30 23:19:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:189.89 total_reward_ma:61.80 loss:-0.07455 fps:397 +frame:1.89e+06 wall_t:4761 t:118125 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:2.94 +2026-01-30 23:19:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:189.89 total_reward_ma:63.46 loss:-0.07455 fps:398.8 +frame:1.90e+06 wall_t:4764 t:118750 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:2.94 +2026-01-30 23:20:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:199.35 total_reward_ma:65.22 loss:-0.07602 fps:394.7 +frame:1.91e+06 wall_t:4839 t:119375 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:2.931 +2026-01-30 23:20:31 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:199.35 total_reward_ma:66.97 loss:-0.07602 fps:396.5 +frame:1.92e+06 wall_t:4842 t:120000 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:2.931 +2026-01-30 23:20:34 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:203.98 total_reward_ma:68.77 loss:-0.07602 fps:398.3 +frame:1.93e+06 wall_t:4845 t:120625 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:2.931 +2026-01-30 23:21:50 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:208.61 total_reward_ma:70.62 loss:-0.07504 fps:394.2 +frame:1.94e+06 wall_t:4921 t:121250 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:2.922 +2026-01-30 23:21:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:208.61 total_reward_ma:72.46 loss:-0.07504 fps:396 +frame:1.95e+06 wall_t:4924 t:121875 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:2.922 +2026-01-30 23:21:56 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:213.50 total_reward_ma:74.36 loss:-0.07504 fps:397.8 +frame:1.96e+06 wall_t:4927 t:122500 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:2.922 +2026-01-30 23:23:11 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:218.39 total_reward_ma:76.30 loss:-0.07462 fps:393.8 +frame:1.97e+06 wall_t:5002 t:123125 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:2.904 +2026-01-30 23:23:15 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:218.39 total_reward_ma:78.23 loss:-0.07462 fps:395.5 +frame:1.98e+06 wall_t:5006 t:123750 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:2.904 +2026-01-30 23:23:18 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:221.49 total_reward_ma:80.20 loss:-0.07462 fps:397.2 +frame:1.99e+06 wall_t:5010 t:124375 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:2.904 +2026-01-30 23:24:34 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:221.49 total_reward_ma:82.17 loss:-0.07577 fps:393.3 +frame:2.00e+06 wall_t:5085 t:125000 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 23:24:37 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:225.01 total_reward_ma:84.17 loss:-0.07577 fps:395 +frame:2.01e+06 wall_t:5088 t:125625 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 23:24:41 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:228.07 total_reward_ma:86.20 loss:-0.07577 fps:396.7 +frame:2.02e+06 wall_t:5092 t:126250 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 23:24:44 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:228.07 total_reward_ma:88.22 loss:-0.07577 fps:398.4 +frame:2.03e+06 wall_t:5095 t:126875 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 23:25:59 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:230.95 total_reward_ma:90.28 loss:-0.07556 fps:394.6 +frame:2.04e+06 wall_t:5170 t:127500 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:2.859 +2026-01-30 23:26:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:230.95 total_reward_ma:92.33 loss:-0.07556 fps:396.2 +frame:2.05e+06 wall_t:5174 t:128125 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:2.859 +2026-01-30 23:26:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:234.07 total_reward_ma:94.42 loss:-0.07556 fps:397.9 +frame:2.06e+06 wall_t:5177 t:128750 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:2.859 +2026-01-30 23:27:21 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:238.18 total_reward_ma:96.54 loss:-0.07371 fps:394.1 +frame:2.07e+06 wall_t:5252 t:129375 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:2.855 +2026-01-30 23:27:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:238.18 total_reward_ma:98.66 loss:-0.07371 fps:395.8 +frame:2.08e+06 wall_t:5255 t:130000 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:2.855 +2026-01-30 23:27:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:242.00 total_reward_ma:100.81 loss:-0.07371 fps:397.4 +frame:2.09e+06 wall_t:5259 t:130625 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:2.855 +2026-01-30 23:28:44 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:245.54 total_reward_ma:103.00 loss:-0.07401 fps:393.6 +frame:2.10e+06 wall_t:5335 t:131250 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:2.834 +2026-01-30 23:28:47 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:245.54 total_reward_ma:105.19 loss:-0.07401 fps:395.3 +frame:2.11e+06 wall_t:5338 t:131875 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:2.834 +2026-01-30 23:28:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:248.55 total_reward_ma:107.41 loss:-0.07401 fps:396.9 +frame:2.12e+06 wall_t:5342 t:132500 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:2.834 +2026-01-30 23:30:04 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:248.55 total_reward_ma:109.63 loss:-0.0731 fps:393.4 +frame:2.13e+06 wall_t:5415 t:133125 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.813 +2026-01-30 23:30:08 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:251.53 total_reward_ma:111.87 loss:-0.0731 fps:394.9 +frame:2.14e+06 wall_t:5419 t:133750 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.813 +2026-01-30 23:30:11 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:254.85 total_reward_ma:114.15 loss:-0.0731 fps:396.5 +frame:2.15e+06 wall_t:5423 t:134375 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.813 +2026-01-30 23:30:15 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:254.85 total_reward_ma:116.43 loss:-0.0731 fps:398.1 +frame:2.16e+06 wall_t:5426 t:135000 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.813 +2026-01-30 23:31:32 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:256.23 total_reward_ma:118.72 loss:-0.07192 fps:394.3 +frame:2.17e+06 wall_t:5503 t:135625 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:2.823 +2026-01-30 23:31:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:258.75 total_reward_ma:121.04 loss:-0.07192 fps:395.9 +frame:2.18e+06 wall_t:5507 t:136250 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:2.823 +2026-01-30 23:31:39 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:258.75 total_reward_ma:123.35 loss:-0.07192 fps:397.5 +frame:2.19e+06 wall_t:5510 t:136875 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:2.823 +2026-01-30 23:32:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:260.74 total_reward_ma:125.69 loss:-0.07281 fps:393.8 +frame:2.20e+06 wall_t:5586 t:137500 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:2.818 +2026-01-30 23:32:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:260.74 total_reward_ma:128.03 loss:-0.07281 fps:395.4 +frame:2.21e+06 wall_t:5589 t:138125 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:2.818 +2026-01-30 23:33:01 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:263.29 total_reward_ma:130.39 loss:-0.07281 fps:397 +frame:2.22e+06 wall_t:5592 t:138750 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:2.818 +2026-01-30 23:34:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:266.52 total_reward_ma:132.78 loss:-0.07134 fps:393.3 +frame:2.23e+06 wall_t:5670 t:139375 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.79 +2026-01-30 23:34:22 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:266.52 total_reward_ma:135.18 loss:-0.07134 fps:394.9 +frame:2.24e+06 wall_t:5673 t:140000 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.79 +2026-01-30 23:34:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:268.80 total_reward_ma:137.60 loss:-0.07134 fps:396.4 +frame:2.25e+06 wall_t:5676 t:140625 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.79 +2026-01-30 23:34:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:270.74 total_reward_ma:140.04 loss:-0.07134 fps:398 +frame:2.26e+06 wall_t:5679 t:141250 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.79 +2026-01-30 23:35:45 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:270.74 total_reward_ma:142.48 loss:-0.07147 fps:394.4 +frame:2.27e+06 wall_t:5756 t:141875 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:2.79 +2026-01-30 23:35:47 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:272.04 total_reward_ma:144.94 loss:-0.07147 fps:396 +frame:2.28e+06 wall_t:5758 t:142500 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:2.79 +2026-01-30 23:35:50 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:272.04 total_reward_ma:147.40 loss:-0.07147 fps:397.5 +frame:2.29e+06 wall_t:5761 t:143125 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:2.79 +2026-01-30 23:37:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:274.26 total_reward_ma:149.88 loss:-0.07117 fps:394 +frame:2.30e+06 wall_t:5838 t:143750 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:2.791 +2026-01-30 23:37:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:275.67 total_reward_ma:152.38 loss:-0.07117 fps:395.5 +frame:2.31e+06 wall_t:5841 t:144375 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:2.791 +2026-01-30 23:37:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:275.67 total_reward_ma:154.88 loss:-0.07117 fps:397 +frame:2.32e+06 wall_t:5844 t:145000 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:2.791 +2026-01-30 23:38:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:276.41 total_reward_ma:157.37 loss:-0.07172 fps:393.6 +frame:2.33e+06 wall_t:5920 t:145625 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:2.785 +2026-01-30 23:38:32 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:277.44 total_reward_ma:159.86 loss:-0.07172 fps:395.1 +frame:2.34e+06 wall_t:5923 t:146250 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:2.785 +2026-01-30 23:38:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:277.44 total_reward_ma:162.34 loss:-0.07172 fps:396.5 +frame:2.35e+06 wall_t:5927 t:146875 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:2.785 +2026-01-30 23:39:52 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:279.27 total_reward_ma:164.84 loss:-0.07036 fps:393.1 +frame:2.36e+06 wall_t:6003 t:147500 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.779 +2026-01-30 23:39:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:279.27 total_reward_ma:167.33 loss:-0.07036 fps:394.6 +frame:2.37e+06 wall_t:6006 t:148125 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.779 +2026-01-30 23:39:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:280.24 total_reward_ma:169.81 loss:-0.07036 fps:396 +frame:2.38e+06 wall_t:6010 t:148750 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.779 +2026-01-30 23:40:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:280.87 total_reward_ma:172.30 loss:-0.07036 fps:397.5 +frame:2.39e+06 wall_t:6013 t:149375 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.779 +2026-01-30 23:41:16 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:280.87 total_reward_ma:174.77 loss:-0.07034 fps:394.3 +frame:2.40e+06 wall_t:6087 t:150000 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:2.786 +2026-01-30 23:41:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:281.78 total_reward_ma:177.23 loss:-0.07034 fps:395.7 +frame:2.41e+06 wall_t:6090 t:150625 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:2.786 +2026-01-30 23:41:23 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:282.10 total_reward_ma:179.70 loss:-0.07034 fps:397.1 +frame:2.42e+06 wall_t:6094 t:151250 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:2.786 +2026-01-30 23:42:39 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:282.10 total_reward_ma:182.15 loss:-0.07037 fps:393.8 +frame:2.43e+06 wall_t:6170 t:151875 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:2.789 +2026-01-30 23:42:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:283.25 total_reward_ma:184.61 loss:-0.07037 fps:395.2 +frame:2.44e+06 wall_t:6174 t:152500 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:2.789 +2026-01-30 23:42:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:283.25 total_reward_ma:187.04 loss:-0.07037 fps:396.6 +frame:2.45e+06 wall_t:6177 t:153125 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:2.789 +2026-01-30 23:43:59 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:283.57 total_reward_ma:189.47 loss:-0.07114 fps:393.6 +frame:2.46e+06 wall_t:6250 t:153750 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.792 +2026-01-30 23:44:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:284.96 total_reward_ma:191.91 loss:-0.07114 fps:394.9 +frame:2.47e+06 wall_t:6254 t:154375 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.792 +2026-01-30 23:44:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:284.96 total_reward_ma:194.35 loss:-0.07114 fps:396.4 +frame:2.48e+06 wall_t:6257 t:155000 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.792 +2026-01-30 23:44:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:286.53 total_reward_ma:196.78 loss:-0.07114 fps:397.7 +frame:2.49e+06 wall_t:6261 t:155625 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.792 +2026-01-30 23:45:23 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:287.92 total_reward_ma:199.22 loss:-0.07138 fps:394.6 +frame:2.50e+06 wall_t:6335 t:156250 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:2.81 +2026-01-30 23:45:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:287.92 total_reward_ma:201.66 loss:-0.07138 fps:396 +frame:2.51e+06 wall_t:6339 t:156875 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:2.81 +2026-01-30 23:45:32 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:289.76 total_reward_ma:204.12 loss:-0.07138 fps:397.3 +frame:2.52e+06 wall_t:6343 t:157500 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:2.81 +2026-01-30 23:46:45 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:289.76 total_reward_ma:206.56 loss:-0.07112 fps:394.3 +frame:2.53e+06 wall_t:6417 t:158125 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:2.794 +2026-01-30 23:46:49 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:291.32 total_reward_ma:209.02 loss:-0.07112 fps:395.6 +frame:2.54e+06 wall_t:6420 t:158750 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:2.794 +2026-01-30 23:46:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:292.68 total_reward_ma:211.48 loss:-0.07112 fps:396.9 +frame:2.55e+06 wall_t:6425 t:159375 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:2.794 +2026-01-30 23:48:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:292.68 total_reward_ma:213.92 loss:-0.07068 fps:394 +frame:2.56e+06 wall_t:6498 t:160000 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:2.802 +2026-01-30 23:48:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:293.95 total_reward_ma:216.34 loss:-0.07068 fps:395.3 +frame:2.57e+06 wall_t:6502 t:160625 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:2.802 +2026-01-30 23:48:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:294.29 total_reward_ma:218.76 loss:-0.07068 fps:396.6 +frame:2.58e+06 wall_t:6506 t:161250 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:2.802 +2026-01-30 23:49:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:294.29 total_reward_ma:221.16 loss:-0.07045 fps:393.7 +frame:2.59e+06 wall_t:6579 t:161875 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.829 +2026-01-30 23:49:32 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:295.22 total_reward_ma:223.57 loss:-0.07045 fps:395 +frame:2.60e+06 wall_t:6583 t:162500 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.829 +2026-01-30 23:49:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:295.22 total_reward_ma:225.93 loss:-0.07045 fps:396.2 +frame:2.61e+06 wall_t:6587 t:163125 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.829 +2026-01-30 23:49:40 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:295.77 total_reward_ma:228.26 loss:-0.07045 fps:397.5 +frame:2.62e+06 wall_t:6591 t:163750 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.829 +2026-01-30 23:50:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:295.79 total_reward_ma:230.58 loss:-0.07105 fps:394.7 +frame:2.63e+06 wall_t:6664 t:164375 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:2.807 +2026-01-30 23:50:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:295.79 total_reward_ma:232.86 loss:-0.07105 fps:395.9 +frame:2.64e+06 wall_t:6668 t:165000 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:2.807 +2026-01-30 23:51:01 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:295.72 total_reward_ma:235.04 loss:-0.07105 fps:397.2 +frame:2.65e+06 wall_t:6672 t:165625 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:2.807 +2026-01-30 23:52:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:296.97 total_reward_ma:237.22 loss:-0.07059 fps:394.4 +frame:2.66e+06 wall_t:6745 t:166250 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:2.825 +2026-01-30 23:52:18 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:296.97 total_reward_ma:239.30 loss:-0.07059 fps:395.6 +frame:2.67e+06 wall_t:6749 t:166875 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:2.825 +2026-01-30 23:52:22 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:297.06 total_reward_ma:241.38 loss:-0.07059 fps:396.9 +frame:2.68e+06 wall_t:6753 t:167500 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:2.825 +2026-01-30 23:53:34 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:297.06 total_reward_ma:243.32 loss:-0.07092 fps:394.1 +frame:2.69e+06 wall_t:6825 t:168125 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:2.815 +2026-01-30 23:53:38 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:296.81 total_reward_ma:245.12 loss:-0.07092 fps:395.3 +frame:2.70e+06 wall_t:6830 t:168750 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:2.815 +2026-01-30 23:53:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:297.26 total_reward_ma:246.93 loss:-0.07092 fps:396.5 +frame:2.71e+06 wall_t:6834 t:169375 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:2.815 +2026-01-30 23:54:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:297.26 total_reward_ma:248.59 loss:-0.0703 fps:393.7 +frame:2.72e+06 wall_t:6909 t:170000 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.828 +2026-01-30 23:55:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.03 total_reward_ma:250.14 loss:-0.0703 fps:394.9 +frame:2.73e+06 wall_t:6913 t:170625 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.828 +2026-01-30 23:55:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.18 total_reward_ma:251.69 loss:-0.0703 fps:396.1 +frame:2.74e+06 wall_t:6918 t:171250 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.828 +2026-01-30 23:55:11 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.18 total_reward_ma:253.15 loss:-0.0703 fps:397.3 +frame:2.75e+06 wall_t:6922 t:171875 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.828 +2026-01-30 23:56:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.97 total_reward_ma:254.61 loss:-0.0707 fps:394.6 +frame:2.76e+06 wall_t:6995 t:172500 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 23:56:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.97 total_reward_ma:255.98 loss:-0.0707 fps:395.7 +frame:2.77e+06 wall_t:7000 t:173125 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 23:56:33 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.68 total_reward_ma:257.28 loss:-0.0707 fps:396.9 +frame:2.78e+06 wall_t:7004 t:173750 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 23:57:47 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.75 total_reward_ma:258.59 loss:-0.07049 fps:394.2 +frame:2.79e+06 wall_t:7078 t:174375 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:2.854 +2026-01-30 23:57:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.75 total_reward_ma:259.85 loss:-0.07049 fps:395.4 +frame:2.80e+06 wall_t:7082 t:175000 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:2.854 +2026-01-30 23:57:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.59 total_reward_ma:261.10 loss:-0.07049 fps:396.6 +frame:2.81e+06 wall_t:7086 t:175625 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:2.854 +2026-01-30 23:59:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:297.90 total_reward_ma:262.35 loss:-0.07079 fps:393.9 +frame:2.82e+06 wall_t:7160 t:176250 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.885 +2026-01-30 23:59:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:297.90 total_reward_ma:263.57 loss:-0.07079 fps:395 +frame:2.83e+06 wall_t:7165 t:176875 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.885 +2026-01-30 23:59:18 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.21 total_reward_ma:264.79 loss:-0.07079 fps:396.2 +frame:2.84e+06 wall_t:7169 t:177500 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.885 +2026-01-30 23:59:22 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.21 total_reward_ma:265.95 loss:-0.07079 fps:397.3 +frame:2.85e+06 wall_t:7173 t:178125 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.885 +2026-01-31 00:00:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:297.72 total_reward_ma:267.08 loss:-0.07189 fps:394.6 +frame:2.86e+06 wall_t:7247 t:178750 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:2.932 +2026-01-31 00:00:39 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.07 total_reward_ma:268.22 loss:-0.07189 fps:395.9 +frame:2.87e+06 wall_t:7250 t:179375 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:2.932 +2026-01-31 00:00:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.07 total_reward_ma:269.34 loss:-0.07189 fps:397 +frame:2.88e+06 wall_t:7254 t:180000 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:2.932 +2026-01-31 00:01:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.32 total_reward_ma:270.43 loss:-0.0731 fps:394.3 +frame:2.89e+06 wall_t:7330 t:180625 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:2.972 +2026-01-31 00:02:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.76 total_reward_ma:271.52 loss:-0.0731 fps:395.5 +frame:2.90e+06 wall_t:7333 t:181250 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:2.972 +2026-01-31 00:02:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:298.76 total_reward_ma:272.51 loss:-0.0731 fps:396.6 +frame:2.91e+06 wall_t:7337 t:181875 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:2.972 +2026-01-31 00:03:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:299.74 total_reward_ma:273.51 loss:-0.07425 fps:394.1 +frame:2.92e+06 wall_t:7410 t:182500 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:2.976 +2026-01-31 00:03:23 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:299.74 total_reward_ma:274.47 loss:-0.07425 fps:395.2 +frame:2.93e+06 wall_t:7414 t:183125 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:2.976 +2026-01-31 00:03:26 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:300.16 total_reward_ma:275.39 loss:-0.07425 fps:396.3 +frame:2.94e+06 wall_t:7418 t:183750 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:2.976 +2026-01-31 00:04:40 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.01 total_reward_ma:276.31 loss:-0.0744 fps:393.8 +frame:2.95e+06 wall_t:7491 t:184375 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.988 +2026-01-31 00:04:44 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.01 total_reward_ma:277.19 loss:-0.0744 fps:394.9 +frame:2.96e+06 wall_t:7495 t:185000 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.988 +2026-01-31 00:04:48 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.12 total_reward_ma:278.01 loss:-0.0744 fps:396.1 +frame:2.97e+06 wall_t:7499 t:185625 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.988 +2026-01-31 00:04:52 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.37 total_reward_ma:278.84 loss:-0.0744 fps:397.2 +frame:2.98e+06 wall_t:7503 t:186250 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.988 +2026-01-31 00:06:05 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.37 total_reward_ma:279.64 loss:-0.07423 fps:394.7 +frame:2.99e+06 wall_t:7576 t:186875 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:3.012 +2026-01-31 00:06:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.35 total_reward_ma:280.44 loss:-0.07423 fps:395.8 +frame:3.00e+06 wall_t:7580 t:187500 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:3.012 +2026-01-31 00:06:12 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.35 total_reward_ma:281.20 loss:-0.07423 fps:396.9 +frame:3.01e+06 wall_t:7584 t:188125 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:3.012 +2026-01-31 00:07:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.46 total_reward_ma:281.94 loss:-0.0753 fps:394.4 +frame:3.02e+06 wall_t:7657 t:188750 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:3.056 +2026-01-31 00:07:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.45 total_reward_ma:282.67 loss:-0.0753 fps:395.6 +frame:3.03e+06 wall_t:7660 t:189375 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:3.056 +2026-01-31 00:07:33 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.45 total_reward_ma:283.38 loss:-0.0753 fps:396.7 +frame:3.04e+06 wall_t:7664 t:190000 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:3.056 +2026-01-31 00:08:47 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.27 total_reward_ma:284.08 loss:-0.07604 fps:394.2 +frame:3.05e+06 wall_t:7738 t:190625 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:3.106 +2026-01-31 00:08:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.25 total_reward_ma:284.75 loss:-0.07604 fps:395.2 +frame:3.06e+06 wall_t:7742 t:191250 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:3.106 +2026-01-31 00:08:54 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.25 total_reward_ma:285.38 loss:-0.07604 fps:396.3 +frame:3.07e+06 wall_t:7746 t:191875 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:3.106 +2026-01-31 00:08:59 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.60 total_reward_ma:286.02 loss:-0.07604 fps:397.4 +frame:3.08e+06 wall_t:7750 t:192500 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:3.106 +2026-01-31 00:10:12 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.60 total_reward_ma:286.61 loss:-0.07799 fps:394.9 +frame:3.09e+06 wall_t:7824 t:193125 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:3.128 +2026-01-31 00:10:16 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.77 total_reward_ma:287.18 loss:-0.07799 fps:396.1 +frame:3.10e+06 wall_t:7827 t:193750 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:3.128 +2026-01-31 00:10:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.60 total_reward_ma:287.74 loss:-0.07799 fps:397.1 +frame:3.11e+06 wall_t:7831 t:194375 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:3.128 +2026-01-31 00:11:34 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.60 total_reward_ma:288.27 loss:-0.07908 fps:394.7 +frame:3.12e+06 wall_t:7905 t:195000 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:3.155 +2026-01-31 00:11:37 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.28 total_reward_ma:288.79 loss:-0.07908 fps:395.8 +frame:3.13e+06 wall_t:7908 t:195625 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:3.155 +2026-01-31 00:11:41 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.55 total_reward_ma:289.29 loss:-0.07908 fps:396.9 +frame:3.14e+06 wall_t:7912 t:196250 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:3.155 +2026-01-31 00:12:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.55 total_reward_ma:289.76 loss:-0.07901 fps:394.4 +frame:3.15e+06 wall_t:7986 t:196875 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:3.18 +2026-01-31 00:12:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.82 total_reward_ma:290.23 loss:-0.07901 fps:395.5 +frame:3.16e+06 wall_t:7990 t:197500 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:3.18 +2026-01-31 00:13:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.82 total_reward_ma:290.69 loss:-0.07901 fps:396.5 +frame:3.17e+06 wall_t:7994 t:198125 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:3.18 +2026-01-31 00:14:16 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.77 total_reward_ma:291.12 loss:-0.07943 fps:394.2 +frame:3.18e+06 wall_t:8067 t:198750 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:3.205 +2026-01-31 00:14:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.60 total_reward_ma:291.55 loss:-0.07943 fps:395.2 +frame:3.19e+06 wall_t:8071 t:199375 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:3.205 +2026-01-31 00:14:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:301.60 total_reward_ma:291.95 loss:-0.07943 fps:396.3 +frame:3.20e+06 wall_t:8075 t:200000 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:3.205 +2026-01-31 00:14:27 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.20 total_reward_ma:292.37 loss:-0.07943 fps:397.3 +frame:3.21e+06 wall_t:8079 t:200625 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:3.205 +2026-01-31 00:15:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.33 total_reward_ma:292.76 loss:-0.08049 fps:394.9 +frame:3.22e+06 wall_t:8153 t:201250 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:3.225 +2026-01-31 00:15:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.33 total_reward_ma:293.12 loss:-0.08049 fps:396 +frame:3.23e+06 wall_t:8157 t:201875 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:3.225 +2026-01-31 00:15:50 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.37 total_reward_ma:293.48 loss:-0.08049 fps:397 +frame:3.24e+06 wall_t:8161 t:202500 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:3.225 +2026-01-31 00:17:05 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.37 total_reward_ma:293.81 loss:-0.07983 fps:394.6 +frame:3.25e+06 wall_t:8236 t:203125 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:3.265 +2026-01-31 00:17:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.18 total_reward_ma:294.13 loss:-0.07983 fps:395.6 +frame:3.26e+06 wall_t:8240 t:203750 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:3.265 +2026-01-31 00:17:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.35 total_reward_ma:294.44 loss:-0.07983 fps:396.7 +frame:3.27e+06 wall_t:8244 t:204375 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:3.265 +2026-01-31 00:18:27 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.35 total_reward_ma:294.74 loss:-0.08164 fps:394.3 +frame:3.28e+06 wall_t:8318 t:205000 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:3.284 +2026-01-31 00:18:31 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.61 total_reward_ma:295.05 loss:-0.08164 fps:395.3 +frame:3.29e+06 wall_t:8322 t:205625 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:3.284 +2026-01-31 00:18:35 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.65 total_reward_ma:295.33 loss:-0.08164 fps:396.3 +frame:3.30e+06 wall_t:8326 t:206250 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:3.284 +2026-01-31 00:19:49 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.65 total_reward_ma:295.60 loss:-0.08269 fps:394 +frame:3.31e+06 wall_t:8400 t:206875 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:3.321 +2026-01-31 00:19:52 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.76 total_reward_ma:295.87 loss:-0.08269 fps:395.1 +frame:3.32e+06 wall_t:8403 t:207500 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:3.321 +2026-01-31 00:19:56 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:302.76 total_reward_ma:296.14 loss:-0.08269 fps:396.1 +frame:3.33e+06 wall_t:8407 t:208125 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:3.321 +2026-01-31 00:20:00 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:303.37 total_reward_ma:296.40 loss:-0.08269 fps:397.1 +frame:3.34e+06 wall_t:8411 t:208750 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:3.321 +2026-01-31 00:21:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:303.90 total_reward_ma:296.66 loss:-0.08337 fps:394.8 +frame:3.35e+06 wall_t:8485 t:209375 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:3.348 +2026-01-31 00:21:17 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:303.90 total_reward_ma:296.91 loss:-0.08337 fps:395.9 +frame:3.36e+06 wall_t:8488 t:210000 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:3.348 +2026-01-31 00:21:21 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:303.90 total_reward_ma:297.16 loss:-0.08337 fps:396.8 +frame:3.37e+06 wall_t:8492 t:210625 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:3.348 +2026-01-31 00:22:34 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:304.22 total_reward_ma:297.39 loss:-0.08504 fps:394.6 +frame:3.38e+06 wall_t:8565 t:211250 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:3.364 +2026-01-31 00:22:38 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:304.22 total_reward_ma:297.63 loss:-0.08504 fps:395.6 +frame:3.39e+06 wall_t:8569 t:211875 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:3.364 +2026-01-31 00:22:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:304.75 total_reward_ma:297.87 loss:-0.08504 fps:396.6 +frame:3.40e+06 wall_t:8573 t:212500 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:3.364 +2026-01-31 00:23:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:304.75 total_reward_ma:298.10 loss:-0.08519 fps:394.5 +frame:3.41e+06 wall_t:8644 t:213125 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:3.366 +2026-01-31 00:23:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:305.59 total_reward_ma:298.33 loss:-0.08519 fps:395.4 +frame:3.42e+06 wall_t:8649 t:213750 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:3.366 +2026-01-31 00:24:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.09 total_reward_ma:298.57 loss:-0.08519 fps:396.4 +frame:3.43e+06 wall_t:8653 t:214375 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:3.366 +2026-01-31 00:24:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.09 total_reward_ma:298.80 loss:-0.08519 fps:397.3 +frame:3.44e+06 wall_t:8658 t:215000 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:3.366 +2026-01-31 00:25:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.24 total_reward_ma:299.03 loss:-0.08546 fps:395.1 +frame:3.45e+06 wall_t:8731 t:215625 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:3.374 +2026-01-31 00:25:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.69 total_reward_ma:299.26 loss:-0.08546 fps:396.1 +frame:3.46e+06 wall_t:8735 t:216250 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:3.374 +2026-01-31 00:25:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.69 total_reward_ma:299.48 loss:-0.08546 fps:397.1 +frame:3.47e+06 wall_t:8739 t:216875 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:3.374 +2026-01-31 00:26:41 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:307.25 total_reward_ma:299.70 loss:-0.0844 fps:394.9 +frame:3.48e+06 wall_t:8812 t:217500 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:3.395 +2026-01-31 00:26:45 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:307.25 total_reward_ma:299.91 loss:-0.0844 fps:395.9 +frame:3.49e+06 wall_t:8816 t:218125 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:3.395 +2026-01-31 00:26:49 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:307.53 total_reward_ma:300.10 loss:-0.0844 fps:396.8 +frame:3.50e+06 wall_t:8820 t:218750 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:3.395 +2026-01-31 00:28:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:307.17 total_reward_ma:300.30 loss:-0.08584 fps:394.7 +frame:3.51e+06 wall_t:8893 t:219375 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:3.408 +2026-01-31 00:28:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:307.17 total_reward_ma:300.47 loss:-0.08584 fps:395.6 +frame:3.52e+06 wall_t:8897 t:220000 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:3.408 +2026-01-31 00:28:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.98 total_reward_ma:300.64 loss:-0.08584 fps:396.6 +frame:3.53e+06 wall_t:8901 t:220625 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:3.408 +2026-01-31 00:29:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.88 total_reward_ma:300.80 loss:-0.08467 fps:394.4 +frame:3.54e+06 wall_t:8975 t:221250 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:3.442 +2026-01-31 00:29:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.88 total_reward_ma:300.94 loss:-0.08467 fps:395.4 +frame:3.55e+06 wall_t:8979 t:221875 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:3.442 +2026-01-31 00:29:32 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.80 total_reward_ma:301.08 loss:-0.08467 fps:396.3 +frame:3.56e+06 wall_t:8983 t:222500 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:3.442 +2026-01-31 00:29:35 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.80 total_reward_ma:301.21 loss:-0.08467 fps:397.3 +frame:3.57e+06 wall_t:8986 t:223125 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:3.442 +2026-01-31 00:30:50 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.83 total_reward_ma:301.34 loss:-0.08519 fps:395.1 +frame:3.58e+06 wall_t:9061 t:223750 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:3.486 +2026-01-31 00:30:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.50 total_reward_ma:301.46 loss:-0.08519 fps:396 +frame:3.59e+06 wall_t:9065 t:224375 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:3.486 +2026-01-31 00:30:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.50 total_reward_ma:301.57 loss:-0.08519 fps:397 +frame:3.60e+06 wall_t:9068 t:225000 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:3.486 +2026-01-31 00:32:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.52 total_reward_ma:301.68 loss:-0.08682 fps:394.8 +frame:3.61e+06 wall_t:9144 t:225625 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:3.505 +2026-01-31 00:32:16 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.59 total_reward_ma:301.79 loss:-0.08682 fps:395.8 +frame:3.62e+06 wall_t:9147 t:226250 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:3.505 +2026-01-31 00:32:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.59 total_reward_ma:301.90 loss:-0.08682 fps:396.7 +frame:3.63e+06 wall_t:9151 t:226875 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:3.505 +2026-01-31 00:33:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.90 total_reward_ma:302.01 loss:-0.08964 fps:394.5 +frame:3.64e+06 wall_t:9227 t:227500 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:3.508 +2026-01-31 00:33:40 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.90 total_reward_ma:302.12 loss:-0.08964 fps:395.4 +frame:3.65e+06 wall_t:9231 t:228125 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:3.508 +2026-01-31 00:33:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:306.91 total_reward_ma:302.22 loss:-0.08964 fps:396.3 +frame:3.66e+06 wall_t:9235 t:228750 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:3.508 +2026-01-31 00:33:47 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:307.24 total_reward_ma:302.33 loss:-0.08964 fps:397.3 +frame:3.67e+06 wall_t:9238 t:229375 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:3.508 +2026-01-31 00:35:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:307.24 total_reward_ma:302.43 loss:-0.08908 fps:395.1 +frame:3.68e+06 wall_t:9313 t:230000 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:3.517 +2026-01-31 00:35:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:307.66 total_reward_ma:302.53 loss:-0.08908 fps:396.1 +frame:3.69e+06 wall_t:9317 t:230625 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:3.517 +2026-01-31 00:35:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:307.96 total_reward_ma:302.64 loss:-0.08908 fps:397 +frame:3.70e+06 wall_t:9320 t:231250 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:3.517 +2026-01-31 00:36:23 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:307.96 total_reward_ma:302.75 loss:-0.0885 fps:394.9 +frame:3.71e+06 wall_t:9394 t:231875 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:3.536 +2026-01-31 00:36:27 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:308.50 total_reward_ma:302.86 loss:-0.0885 fps:395.8 +frame:3.72e+06 wall_t:9398 t:232500 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:3.536 +2026-01-31 00:36:31 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:308.50 total_reward_ma:302.97 loss:-0.0885 fps:396.7 +frame:3.73e+06 wall_t:9402 t:233125 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:3.536 +2026-01-31 00:37:47 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:308.58 total_reward_ma:303.07 loss:-0.08785 fps:394.6 +frame:3.74e+06 wall_t:9478 t:233750 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:3.563 +2026-01-31 00:37:50 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:309.11 total_reward_ma:303.18 loss:-0.08785 fps:395.5 +frame:3.75e+06 wall_t:9481 t:234375 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:3.563 +2026-01-31 00:37:54 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:309.11 total_reward_ma:303.28 loss:-0.08785 fps:396.4 +frame:3.76e+06 wall_t:9485 t:235000 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:3.563 +2026-01-31 00:39:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:309.23 total_reward_ma:303.39 loss:-0.08945 fps:394.3 +frame:3.77e+06 wall_t:9561 t:235625 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:3.585 +2026-01-31 00:39:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:309.54 total_reward_ma:303.49 loss:-0.08945 fps:395.2 +frame:3.78e+06 wall_t:9565 t:236250 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:3.585 +2026-01-31 00:39:17 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:309.54 total_reward_ma:303.60 loss:-0.08945 fps:396.1 +frame:3.79e+06 wall_t:9568 t:236875 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:3.585 +2026-01-31 00:39:21 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:309.66 total_reward_ma:303.71 loss:-0.08945 fps:397 +frame:3.80e+06 wall_t:9572 t:237500 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:3.585 +2026-01-31 00:40:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:309.66 total_reward_ma:303.82 loss:-0.08999 fps:394.9 +frame:3.81e+06 wall_t:9647 t:238125 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:3.6 +2026-01-31 00:40:40 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:309.45 total_reward_ma:303.94 loss:-0.08999 fps:395.8 +frame:3.82e+06 wall_t:9651 t:238750 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:3.6 +2026-01-31 00:40:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:309.61 total_reward_ma:304.05 loss:-0.08999 fps:396.7 +frame:3.83e+06 wall_t:9654 t:239375 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:3.6 +2026-01-31 00:42:00 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:309.61 total_reward_ma:304.17 loss:-0.09106 fps:394.6 +frame:3.84e+06 wall_t:9731 t:240000 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:3.598 +2026-01-31 00:42:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:310.00 total_reward_ma:304.29 loss:-0.09106 fps:395.5 +frame:3.85e+06 wall_t:9735 t:240625 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:3.598 +2026-01-31 00:42:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:310.29 total_reward_ma:304.41 loss:-0.09106 fps:396.4 +frame:3.86e+06 wall_t:9738 t:241250 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:3.598 +2026-01-31 00:43:22 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:310.29 total_reward_ma:304.53 loss:-0.09192 fps:394.4 +frame:3.87e+06 wall_t:9813 t:241875 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:3.621 +2026-01-31 00:43:26 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:310.88 total_reward_ma:304.66 loss:-0.09192 fps:395.2 +frame:3.88e+06 wall_t:9817 t:242500 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:3.621 +2026-01-31 00:43:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:310.88 total_reward_ma:304.79 loss:-0.09192 fps:396.1 +frame:3.89e+06 wall_t:9820 t:243125 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:3.621 +2026-01-31 00:44:44 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:310.94 total_reward_ma:304.91 loss:-0.09124 fps:394.1 +frame:3.90e+06 wall_t:9895 t:243750 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:3.66 +2026-01-31 00:44:48 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:311.10 total_reward_ma:305.03 loss:-0.09124 fps:395 +frame:3.91e+06 wall_t:9899 t:244375 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:3.66 +2026-01-31 00:44:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:311.10 total_reward_ma:305.15 loss:-0.09124 fps:395.9 +frame:3.92e+06 wall_t:9902 t:245000 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:3.66 +2026-01-31 00:44:54 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:311.96 total_reward_ma:305.27 loss:-0.09124 fps:396.8 +frame:3.93e+06 wall_t:9905 t:245625 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:3.66 +2026-01-31 00:46:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:312.45 total_reward_ma:305.39 loss:-0.09272 fps:394.9 +frame:3.94e+06 wall_t:9978 t:246250 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:3.675 +2026-01-31 00:46:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:312.45 total_reward_ma:305.51 loss:-0.09272 fps:395.8 +frame:3.95e+06 wall_t:9981 t:246875 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:3.675 +2026-01-31 00:46:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:313.27 total_reward_ma:305.63 loss:-0.09272 fps:396.6 +frame:3.96e+06 wall_t:9984 t:247500 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:3.675 +2026-01-31 00:46:59 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:313.27 total_reward_ma:305.75 loss:-0.09497 fps:395.8 +frame:3.97e+06 wall_t:10030 t:248125 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:3.679 +2026-01-31 00:47:01 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:313.83 total_reward_ma:305.88 loss:-0.09497 fps:396.7 +frame:3.98e+06 wall_t:10032 t:248750 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:3.679 +2026-01-31 00:47:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:314.79 total_reward_ma:306.01 loss:-0.09497 fps:397.6 +frame:3.99e+06 wall_t:10034 t:249375 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:3.679 +2026-01-31 00:47:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_swimmer_t0_s0 [train] +total_reward:314.79 total_reward_ma:306.14 loss:-0.09308 fps:396.9 +frame:4.00e+06 wall_t:10077 t:250000 epi:nan +opt_step:1.24928e+06 lr:0.00022 clip_eps:0.2 entropy:3.68 +2026-01-31 00:47:48 | INFO | PID:1362 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s1.log b/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..f7f7101572fc371e1717ec16b290d7b3b048d465 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s1.log @@ -0,0 +1,1601 @@ +2026-01-30 22:00:18 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:344.8 +frame:1.00e+04 wall_t:29 t:625 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:00:21 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:-0.71 total_reward_ma:-0.71 loss:nan fps:645.2 +frame:2.00e+04 wall_t:31 t:1250 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:00:23 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:-0.71 total_reward_ma:-0.71 loss:nan fps:882.4 +frame:3.00e+04 wall_t:34 t:1875 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:01:40 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:1.42 total_reward_ma:0.00 loss:0.03039 fps:360.4 +frame:4.00e+04 wall_t:111 t:2500 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.876 +2026-01-30 22:01:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:4.42 total_reward_ma:1.11 loss:0.03039 fps:442.5 +frame:5.00e+04 wall_t:113 t:3125 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.876 +2026-01-30 22:01:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:4.42 total_reward_ma:1.77 loss:0.03039 fps:517.2 +frame:6.00e+04 wall_t:116 t:3750 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.876 +2026-01-30 22:03:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:5.38 total_reward_ma:2.37 loss:-0.04948 fps:366.5 +frame:7.00e+04 wall_t:191 t:4375 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.912 +2026-01-30 22:03:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:5.38 total_reward_ma:2.80 loss:-0.04948 fps:412.4 +frame:8.00e+04 wall_t:194 t:5000 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.912 +2026-01-30 22:03:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:12.33 total_reward_ma:3.99 loss:-0.04948 fps:456.9 +frame:9.00e+04 wall_t:197 t:5625 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.912 +2026-01-30 22:04:21 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:18.71 total_reward_ma:5.63 loss:-0.05633 fps:367.6 +frame:1.00e+05 wall_t:272 t:6250 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.955 +2026-01-30 22:04:24 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:18.71 total_reward_ma:6.94 loss:-0.05633 fps:400 +frame:1.10e+05 wall_t:275 t:6875 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.955 +2026-01-30 22:04:27 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:28.16 total_reward_ma:8.87 loss:-0.05633 fps:431.7 +frame:1.20e+05 wall_t:278 t:7500 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.955 +2026-01-30 22:04:30 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:40.77 total_reward_ma:11.52 loss:-0.05633 fps:464.3 +frame:1.30e+05 wall_t:280 t:8125 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.955 +2026-01-30 22:05:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:40.77 total_reward_ma:13.77 loss:-0.05865 fps:393.3 +frame:1.40e+05 wall_t:356 t:8750 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:2.981 +2026-01-30 22:05:48 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:52.95 total_reward_ma:16.57 loss:-0.05865 fps:417.8 +frame:1.50e+05 wall_t:359 t:9375 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:2.981 +2026-01-30 22:05:51 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:52.95 total_reward_ma:19.00 loss:-0.05865 fps:443.2 +frame:1.60e+05 wall_t:361 t:10000 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:2.981 +2026-01-30 22:07:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:64.34 total_reward_ma:21.83 loss:-0.06478 fps:389.9 +frame:1.70e+05 wall_t:436 t:10625 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:3 +2026-01-30 22:07:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:70.12 total_reward_ma:24.67 loss:-0.06478 fps:410 +frame:1.80e+05 wall_t:439 t:11250 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:3 +2026-01-30 22:07:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:70.12 total_reward_ma:27.20 loss:-0.06478 fps:429.9 +frame:1.90e+05 wall_t:442 t:11875 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:3 +2026-01-30 22:08:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:73.17 total_reward_ma:29.61 loss:-0.06601 fps:386.8 +frame:2.00e+05 wall_t:517 t:12500 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:3.026 +2026-01-30 22:08:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:74.18 total_reward_ma:31.84 loss:-0.06601 fps:403.8 +frame:2.10e+05 wall_t:520 t:13125 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:3.026 +2026-01-30 22:08:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:74.18 total_reward_ma:33.86 loss:-0.06601 fps:420.7 +frame:2.20e+05 wall_t:523 t:13750 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:3.026 +2026-01-30 22:09:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:73.27 total_reward_ma:35.65 loss:-0.06547 fps:385.9 +frame:2.30e+05 wall_t:596 t:14375 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:3.028 +2026-01-30 22:09:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:73.27 total_reward_ma:37.29 loss:-0.06547 fps:400.7 +frame:2.40e+05 wall_t:599 t:15000 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:3.028 +2026-01-30 22:09:52 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:70.61 total_reward_ma:38.67 loss:-0.06547 fps:415.3 +frame:2.50e+05 wall_t:602 t:15625 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:3.028 +2026-01-30 22:09:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:68.26 total_reward_ma:39.86 loss:-0.06547 fps:429.8 +frame:2.60e+05 wall_t:605 t:16250 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:3.028 +2026-01-30 22:11:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:68.26 total_reward_ma:40.95 loss:-0.06369 fps:397.6 +frame:2.70e+05 wall_t:679 t:16875 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:3.029 +2026-01-30 22:11:11 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:66.56 total_reward_ma:41.90 loss:-0.06369 fps:410.6 +frame:2.80e+05 wall_t:682 t:17500 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:3.029 +2026-01-30 22:11:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:66.25 total_reward_ma:42.77 loss:-0.06369 fps:423.4 +frame:2.90e+05 wall_t:685 t:18125 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:3.029 +2026-01-30 22:12:27 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:66.25 total_reward_ma:43.58 loss:-0.05753 fps:395.8 +frame:3.00e+05 wall_t:758 t:18750 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:3.011 +2026-01-30 22:12:30 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:65.31 total_reward_ma:44.30 loss:-0.05753 fps:407.4 +frame:3.10e+05 wall_t:761 t:19375 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:3.011 +2026-01-30 22:12:33 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:65.31 total_reward_ma:44.98 loss:-0.05753 fps:418.8 +frame:3.20e+05 wall_t:764 t:20000 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:3.011 +2026-01-30 22:13:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:65.70 total_reward_ma:45.63 loss:-0.0514 fps:394.3 +frame:3.30e+05 wall_t:837 t:20625 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.99 +2026-01-30 22:13:50 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:66.08 total_reward_ma:46.25 loss:-0.0514 fps:404.8 +frame:3.40e+05 wall_t:840 t:21250 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.99 +2026-01-30 22:13:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:66.08 total_reward_ma:46.83 loss:-0.0514 fps:414.7 +frame:3.50e+05 wall_t:844 t:21875 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.99 +2026-01-30 22:13:56 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:67.11 total_reward_ma:47.41 loss:-0.0514 fps:425 +frame:3.60e+05 wall_t:847 t:22500 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.99 +2026-01-30 22:15:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:67.87 total_reward_ma:47.98 loss:-0.04943 fps:402.2 +frame:3.70e+05 wall_t:920 t:23125 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:2.995 +2026-01-30 22:15:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:67.87 total_reward_ma:48.52 loss:-0.04943 fps:411.3 +frame:3.80e+05 wall_t:924 t:23750 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:2.995 +2026-01-30 22:15:16 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:68.66 total_reward_ma:49.05 loss:-0.04943 fps:420.7 +frame:3.90e+05 wall_t:927 t:24375 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:2.995 +2026-01-30 22:16:30 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:68.66 total_reward_ma:49.55 loss:-0.04698 fps:400 +frame:4.00e+05 wall_t:1000 t:25000 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:2.991 +2026-01-30 22:16:33 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:69.89 total_reward_ma:50.06 loss:-0.04698 fps:408.4 +frame:4.10e+05 wall_t:1004 t:25625 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:2.991 +2026-01-30 22:16:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:71.60 total_reward_ma:50.58 loss:-0.04698 fps:417.5 +frame:4.20e+05 wall_t:1006 t:26250 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:2.991 +2026-01-30 22:17:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:71.60 total_reward_ma:51.08 loss:-0.04661 fps:398.1 +frame:4.30e+05 wall_t:1080 t:26875 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:2.965 +2026-01-30 22:17:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:73.03 total_reward_ma:51.59 loss:-0.04661 fps:406.3 +frame:4.40e+05 wall_t:1083 t:27500 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:2.965 +2026-01-30 22:17:56 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:74.59 total_reward_ma:52.12 loss:-0.04661 fps:414 +frame:4.50e+05 wall_t:1087 t:28125 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:2.965 +2026-01-30 22:19:11 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:74.59 total_reward_ma:52.62 loss:-0.04056 fps:396.2 +frame:4.60e+05 wall_t:1161 t:28750 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.941 +2026-01-30 22:19:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:76.16 total_reward_ma:53.13 loss:-0.04056 fps:403.4 +frame:4.70e+05 wall_t:1165 t:29375 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.941 +2026-01-30 22:19:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:76.16 total_reward_ma:53.62 loss:-0.04056 fps:411 +frame:4.80e+05 wall_t:1168 t:30000 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.941 +2026-01-30 22:19:21 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:79.21 total_reward_ma:54.15 loss:-0.04056 fps:418.4 +frame:4.90e+05 wall_t:1171 t:30625 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.941 +2026-01-30 22:20:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:82.34 total_reward_ma:54.73 loss:-0.03806 fps:401.6 +frame:5.00e+05 wall_t:1245 t:31250 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:2.924 +2026-01-30 22:20:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:82.34 total_reward_ma:55.28 loss:-0.03806 fps:408.3 +frame:5.10e+05 wall_t:1249 t:31875 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:2.924 +2026-01-30 22:20:42 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:84.70 total_reward_ma:55.86 loss:-0.03806 fps:415.3 +frame:5.20e+05 wall_t:1252 t:32500 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:2.924 +2026-01-30 22:21:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:88.47 total_reward_ma:56.48 loss:-0.03567 fps:400 +frame:5.30e+05 wall_t:1325 t:33125 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:2.904 +2026-01-30 22:21:58 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:88.47 total_reward_ma:57.09 loss:-0.03567 fps:406.3 +frame:5.40e+05 wall_t:1329 t:33750 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:2.904 +2026-01-30 22:22:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:92.47 total_reward_ma:57.74 loss:-0.03567 fps:412.9 +frame:5.50e+05 wall_t:1332 t:34375 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:2.904 +2026-01-30 22:23:16 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:92.47 total_reward_ma:58.37 loss:-0.0348 fps:398 +frame:5.60e+05 wall_t:1407 t:35000 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:2.888 +2026-01-30 22:23:20 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:96.80 total_reward_ma:59.06 loss:-0.0348 fps:404 +frame:5.70e+05 wall_t:1411 t:35625 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:2.888 +2026-01-30 22:23:23 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:103.19 total_reward_ma:59.83 loss:-0.0348 fps:410.2 +frame:5.80e+05 wall_t:1414 t:36250 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:2.888 +2026-01-30 22:24:37 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:103.19 total_reward_ma:60.58 loss:-0.03575 fps:396.5 +frame:5.90e+05 wall_t:1488 t:36875 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.861 +2026-01-30 22:24:41 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:108.27 total_reward_ma:61.39 loss:-0.03575 fps:402.4 +frame:6.00e+05 wall_t:1491 t:37500 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.861 +2026-01-30 22:24:44 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:113.54 total_reward_ma:62.26 loss:-0.03575 fps:408.3 +frame:6.10e+05 wall_t:1494 t:38125 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.861 +2026-01-30 22:24:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:113.54 total_reward_ma:63.10 loss:-0.03575 fps:413.9 +frame:6.20e+05 wall_t:1498 t:38750 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.861 +2026-01-30 22:25:59 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:115.63 total_reward_ma:63.95 loss:-0.04004 fps:401.5 +frame:6.30e+05 wall_t:1569 t:39375 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:2.843 +2026-01-30 22:26:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:115.63 total_reward_ma:64.77 loss:-0.04004 fps:406.9 +frame:6.40e+05 wall_t:1573 t:40000 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:2.843 +2026-01-30 22:26:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:124.64 total_reward_ma:65.70 loss:-0.04004 fps:412.4 +frame:6.50e+05 wall_t:1576 t:40625 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:2.843 +2026-01-30 22:27:19 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:132.74 total_reward_ma:66.73 loss:-0.04648 fps:400.2 +frame:6.60e+05 wall_t:1649 t:41250 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:2.835 +2026-01-30 22:27:23 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:132.74 total_reward_ma:67.73 loss:-0.04648 fps:405.3 +frame:6.70e+05 wall_t:1653 t:41875 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:2.835 +2026-01-30 22:27:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:141.90 total_reward_ma:68.84 loss:-0.04648 fps:410.6 +frame:6.80e+05 wall_t:1656 t:42500 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:2.835 +2026-01-30 22:28:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:152.83 total_reward_ma:70.08 loss:-0.05807 fps:398.8 +frame:6.90e+05 wall_t:1730 t:43125 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.823 +2026-01-30 22:28:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:152.83 total_reward_ma:71.28 loss:-0.05807 fps:403.9 +frame:7.00e+05 wall_t:1733 t:43750 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.823 +2026-01-30 22:28:46 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:166.61 total_reward_ma:72.64 loss:-0.05807 fps:409 +frame:7.10e+05 wall_t:1736 t:44375 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.823 +2026-01-30 22:28:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:166.61 total_reward_ma:73.96 loss:-0.05807 fps:413.8 +frame:7.20e+05 wall_t:1740 t:45000 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.823 +2026-01-30 22:30:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:181.46 total_reward_ma:75.45 loss:-0.06934 fps:402.9 +frame:7.30e+05 wall_t:1812 t:45625 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:2.805 +2026-01-30 22:30:05 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:194.42 total_reward_ma:77.08 loss:-0.06934 fps:407.5 +frame:7.40e+05 wall_t:1816 t:46250 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:2.805 +2026-01-30 22:30:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:194.42 total_reward_ma:78.67 loss:-0.06934 fps:412.3 +frame:7.50e+05 wall_t:1819 t:46875 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:2.805 +2026-01-30 22:31:22 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:205.52 total_reward_ma:80.36 loss:-0.07319 fps:401.5 +frame:7.60e+05 wall_t:1893 t:47500 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:2.797 +2026-01-30 22:31:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:217.65 total_reward_ma:82.17 loss:-0.07319 fps:406.1 +frame:7.70e+05 wall_t:1896 t:48125 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:2.797 +2026-01-30 22:31:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:217.65 total_reward_ma:83.93 loss:-0.07319 fps:410.7 +frame:7.80e+05 wall_t:1899 t:48750 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:2.797 +2026-01-30 22:32:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:225.34 total_reward_ma:85.74 loss:-0.07388 fps:400.4 +frame:7.90e+05 wall_t:1973 t:49375 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:2.782 +2026-01-30 22:32:46 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:225.34 total_reward_ma:87.51 loss:-0.07388 fps:404.7 +frame:8.00e+05 wall_t:1977 t:50000 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:2.782 +2026-01-30 22:32:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:234.55 total_reward_ma:89.34 loss:-0.07388 fps:409.1 +frame:8.10e+05 wall_t:1980 t:50625 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:2.782 +2026-01-30 22:34:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:241.85 total_reward_ma:91.23 loss:-0.07248 fps:399.6 +frame:8.20e+05 wall_t:2052 t:51250 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 22:34:05 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:241.85 total_reward_ma:93.06 loss:-0.07248 fps:403.7 +frame:8.30e+05 wall_t:2056 t:51875 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 22:34:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:248.79 total_reward_ma:94.94 loss:-0.07248 fps:408 +frame:8.40e+05 wall_t:2059 t:52500 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 22:34:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:254.63 total_reward_ma:96.84 loss:-0.07248 fps:412.2 +frame:8.50e+05 wall_t:2062 t:53125 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.768 +2026-01-30 22:35:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:254.63 total_reward_ma:98.70 loss:-0.07344 fps:402.8 +frame:8.60e+05 wall_t:2135 t:53750 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:2.744 +2026-01-30 22:35:28 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:259.89 total_reward_ma:100.57 loss:-0.07344 fps:406.7 +frame:8.70e+05 wall_t:2139 t:54375 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:2.744 +2026-01-30 22:35:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:259.89 total_reward_ma:102.40 loss:-0.07344 fps:410.8 +frame:8.80e+05 wall_t:2142 t:55000 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:2.744 +2026-01-30 22:36:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:266.00 total_reward_ma:104.26 loss:-0.07165 fps:401.6 +frame:8.90e+05 wall_t:2216 t:55625 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:2.747 +2026-01-30 22:36:48 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:270.47 total_reward_ma:106.13 loss:-0.07165 fps:405.6 +frame:9.00e+05 wall_t:2219 t:56250 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:2.747 +2026-01-30 22:36:51 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:270.47 total_reward_ma:107.96 loss:-0.07165 fps:409.5 +frame:9.10e+05 wall_t:2222 t:56875 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:2.747 +2026-01-30 22:38:05 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:275.13 total_reward_ma:109.79 loss:-0.07169 fps:400.7 +frame:9.20e+05 wall_t:2296 t:57500 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.732 +2026-01-30 22:38:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:278.71 total_reward_ma:111.63 loss:-0.07169 fps:404.5 +frame:9.30e+05 wall_t:2299 t:58125 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.732 +2026-01-30 22:38:11 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:278.71 total_reward_ma:113.43 loss:-0.07169 fps:408.3 +frame:9.40e+05 wall_t:2302 t:58750 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.732 +2026-01-30 22:38:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:281.43 total_reward_ma:115.21 loss:-0.07169 fps:412.1 +frame:9.50e+05 wall_t:2305 t:59375 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.732 +2026-01-30 22:39:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:281.43 total_reward_ma:116.96 loss:-0.0703 fps:403.4 +frame:9.60e+05 wall_t:2380 t:60000 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:2.732 +2026-01-30 22:39:33 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:284.53 total_reward_ma:118.71 loss:-0.0703 fps:407 +frame:9.70e+05 wall_t:2383 t:60625 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:2.732 +2026-01-30 22:39:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:287.56 total_reward_ma:120.45 loss:-0.0703 fps:410.6 +frame:9.80e+05 wall_t:2387 t:61250 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:2.732 +2026-01-30 22:40:50 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:287.56 total_reward_ma:122.15 loss:-0.07278 fps:402.4 +frame:9.90e+05 wall_t:2460 t:61875 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:2.727 +2026-01-30 22:40:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:290.66 total_reward_ma:123.86 loss:-0.07278 fps:405.8 +frame:1.00e+06 wall_t:2464 t:62500 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:2.727 +2026-01-30 22:40:56 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:293.84 total_reward_ma:125.56 loss:-0.07278 fps:409.4 +frame:1.01e+06 wall_t:2467 t:63125 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:2.727 +2026-01-30 22:42:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:293.84 total_reward_ma:128.50 loss:-0.0709 fps:401.3 +frame:1.02e+06 wall_t:2542 t:63750 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:2.741 +2026-01-30 22:42:15 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:296.87 total_reward_ma:131.48 loss:-0.0709 fps:404.7 +frame:1.03e+06 wall_t:2545 t:64375 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:2.741 +2026-01-30 22:42:18 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:296.87 total_reward_ma:134.43 loss:-0.0709 fps:408 +frame:1.04e+06 wall_t:2549 t:65000 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:2.741 +2026-01-30 22:43:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:300.24 total_reward_ma:137.39 loss:-0.06979 fps:400.5 +frame:1.05e+06 wall_t:2622 t:65625 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.751 +2026-01-30 22:43:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:302.97 total_reward_ma:140.38 loss:-0.06979 fps:403.7 +frame:1.06e+06 wall_t:2626 t:66250 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.751 +2026-01-30 22:43:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:302.97 total_reward_ma:143.35 loss:-0.06979 fps:407 +frame:1.07e+06 wall_t:2629 t:66875 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.751 +2026-01-30 22:43:42 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:305.05 total_reward_ma:146.35 loss:-0.06979 fps:410.3 +frame:1.08e+06 wall_t:2632 t:67500 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.751 +2026-01-30 22:44:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:306.13 total_reward_ma:149.29 loss:-0.07127 fps:403.1 +frame:1.09e+06 wall_t:2704 t:68125 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:2.762 +2026-01-30 22:44:57 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:306.13 total_reward_ma:152.16 loss:-0.07127 fps:406.2 +frame:1.10e+06 wall_t:2708 t:68750 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:2.762 +2026-01-30 22:45:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:307.77 total_reward_ma:155.05 loss:-0.07127 fps:409.4 +frame:1.11e+06 wall_t:2711 t:69375 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:2.762 +2026-01-30 22:46:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:307.77 total_reward_ma:157.85 loss:-0.07227 fps:402.2 +frame:1.12e+06 wall_t:2785 t:70000 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:2.779 +2026-01-30 22:46:18 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:308.10 total_reward_ma:160.52 loss:-0.07227 fps:405.3 +frame:1.13e+06 wall_t:2788 t:70625 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:2.779 +2026-01-30 22:46:21 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:309.11 total_reward_ma:163.20 loss:-0.07227 fps:408.5 +frame:1.14e+06 wall_t:2791 t:71250 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:2.779 +2026-01-30 22:47:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:309.11 total_reward_ma:165.77 loss:-0.07149 fps:401.4 +frame:1.15e+06 wall_t:2865 t:71875 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:2.775 +2026-01-30 22:47:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:309.60 total_reward_ma:168.33 loss:-0.07149 fps:404.3 +frame:1.16e+06 wall_t:2869 t:72500 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:2.775 +2026-01-30 22:47:41 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:310.97 total_reward_ma:170.80 loss:-0.07149 fps:407.4 +frame:1.17e+06 wall_t:2872 t:73125 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:2.775 +2026-01-30 22:48:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:310.97 total_reward_ma:173.21 loss:-0.07027 fps:400.7 +frame:1.18e+06 wall_t:2945 t:73750 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.772 +2026-01-30 22:48:58 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:312.08 total_reward_ma:175.63 loss:-0.07027 fps:403.7 +frame:1.19e+06 wall_t:2948 t:74375 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.772 +2026-01-30 22:49:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:312.08 total_reward_ma:178.02 loss:-0.07027 fps:406.5 +frame:1.20e+06 wall_t:2952 t:75000 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.772 +2026-01-30 22:49:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:313.13 total_reward_ma:180.40 loss:-0.07027 fps:409.5 +frame:1.21e+06 wall_t:2955 t:75625 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.772 +2026-01-30 22:50:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:314.65 total_reward_ma:182.81 loss:-0.07099 fps:402.9 +frame:1.22e+06 wall_t:3028 t:76250 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:2.787 +2026-01-30 22:50:21 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:314.65 total_reward_ma:185.22 loss:-0.07099 fps:405.8 +frame:1.23e+06 wall_t:3031 t:76875 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:2.787 +2026-01-30 22:50:24 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:315.86 total_reward_ma:187.65 loss:-0.07099 fps:408.6 +frame:1.24e+06 wall_t:3035 t:77500 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:2.787 +2026-01-30 22:51:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:317.43 total_reward_ma:190.12 loss:-0.0722 fps:402.2 +frame:1.25e+06 wall_t:3108 t:78125 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:2.82 +2026-01-30 22:51:41 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:317.43 total_reward_ma:192.61 loss:-0.0722 fps:404.9 +frame:1.26e+06 wall_t:3112 t:78750 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:2.82 +2026-01-30 22:51:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:319.05 total_reward_ma:195.12 loss:-0.0722 fps:407.7 +frame:1.27e+06 wall_t:3115 t:79375 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:2.82 +2026-01-30 22:52:59 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:319.05 total_reward_ma:197.64 loss:-0.07248 fps:401.4 +frame:1.28e+06 wall_t:3189 t:80000 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 22:53:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:320.37 total_reward_ma:200.18 loss:-0.07248 fps:404 +frame:1.29e+06 wall_t:3193 t:80625 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 22:53:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:322.28 total_reward_ma:202.74 loss:-0.07248 fps:406.8 +frame:1.30e+06 wall_t:3196 t:81250 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 22:53:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:322.28 total_reward_ma:205.31 loss:-0.07248 fps:409.5 +frame:1.31e+06 wall_t:3199 t:81875 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 22:54:24 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:323.40 total_reward_ma:207.89 loss:-0.07245 fps:403.1 +frame:1.32e+06 wall_t:3275 t:82500 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:2.853 +2026-01-30 22:54:27 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:324.84 total_reward_ma:210.49 loss:-0.07245 fps:405.7 +frame:1.33e+06 wall_t:3278 t:83125 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:2.853 +2026-01-30 22:54:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:324.84 total_reward_ma:213.07 loss:-0.07245 fps:408.4 +frame:1.34e+06 wall_t:3281 t:83750 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:2.853 +2026-01-30 22:55:46 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:326.07 total_reward_ma:215.67 loss:-0.07283 fps:402.3 +frame:1.35e+06 wall_t:3356 t:84375 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:2.863 +2026-01-30 22:55:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:326.07 total_reward_ma:218.26 loss:-0.07283 fps:404.9 +frame:1.36e+06 wall_t:3359 t:85000 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:2.863 +2026-01-30 22:55:52 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:327.30 total_reward_ma:220.86 loss:-0.07283 fps:407.4 +frame:1.37e+06 wall_t:3363 t:85625 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:2.863 +2026-01-30 22:57:07 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.07 total_reward_ma:223.46 loss:-0.07244 fps:401.4 +frame:1.38e+06 wall_t:3438 t:86250 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:2.875 +2026-01-30 22:57:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.07 total_reward_ma:226.05 loss:-0.07244 fps:404 +frame:1.39e+06 wall_t:3441 t:86875 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:2.875 +2026-01-30 22:57:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.25 total_reward_ma:228.65 loss:-0.07244 fps:406.5 +frame:1.40e+06 wall_t:3444 t:87500 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:2.875 +2026-01-30 22:58:27 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.25 total_reward_ma:231.23 loss:-0.0733 fps:400.9 +frame:1.41e+06 wall_t:3517 t:88125 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 22:58:30 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.25 total_reward_ma:233.80 loss:-0.0733 fps:403.4 +frame:1.42e+06 wall_t:3520 t:88750 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 22:58:33 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.59 total_reward_ma:236.37 loss:-0.0733 fps:405.8 +frame:1.43e+06 wall_t:3524 t:89375 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 22:58:37 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.59 total_reward_ma:238.92 loss:-0.0733 fps:408.3 +frame:1.44e+06 wall_t:3527 t:90000 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.895 +2026-01-30 22:59:51 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.58 total_reward_ma:241.46 loss:-0.07367 fps:402.7 +frame:1.45e+06 wall_t:3601 t:90625 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:2.923 +2026-01-30 22:59:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.49 total_reward_ma:244.00 loss:-0.07367 fps:405 +frame:1.46e+06 wall_t:3605 t:91250 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:2.923 +2026-01-30 22:59:57 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.49 total_reward_ma:246.53 loss:-0.07367 fps:407.4 +frame:1.47e+06 wall_t:3608 t:91875 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:2.923 +2026-01-30 23:01:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:328.60 total_reward_ma:249.05 loss:-0.07462 fps:401.6 +frame:1.48e+06 wall_t:3685 t:92500 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:2.94 +2026-01-30 23:01:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:329.25 total_reward_ma:251.55 loss:-0.07462 fps:404 +frame:1.49e+06 wall_t:3688 t:93125 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:2.94 +2026-01-30 23:01:20 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:329.25 total_reward_ma:254.02 loss:-0.07462 fps:406.5 +frame:1.50e+06 wall_t:3690 t:93750 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:2.94 +2026-01-30 23:02:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:329.88 total_reward_ma:256.50 loss:-0.07456 fps:400.8 +frame:1.51e+06 wall_t:3767 t:94375 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.968 +2026-01-30 23:02:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:329.88 total_reward_ma:258.95 loss:-0.07456 fps:403.3 +frame:1.52e+06 wall_t:3769 t:95000 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.968 +2026-01-30 23:02:42 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:330.50 total_reward_ma:261.37 loss:-0.07456 fps:405.6 +frame:1.53e+06 wall_t:3772 t:95625 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.968 +2026-01-30 23:02:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:331.29 total_reward_ma:263.80 loss:-0.07456 fps:407.9 +frame:1.54e+06 wall_t:3775 t:96250 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.968 +2026-01-30 23:04:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:331.29 total_reward_ma:266.18 loss:-0.07556 fps:402.5 +frame:1.55e+06 wall_t:3851 t:96875 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:2.974 +2026-01-30 23:04:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:331.64 total_reward_ma:268.58 loss:-0.07556 fps:404.8 +frame:1.56e+06 wall_t:3854 t:97500 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:2.974 +2026-01-30 23:04:07 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:332.26 total_reward_ma:270.93 loss:-0.07556 fps:407.1 +frame:1.57e+06 wall_t:3857 t:98125 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:2.974 +2026-01-30 23:05:22 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:332.26 total_reward_ma:273.22 loss:-0.07534 fps:401.7 +frame:1.58e+06 wall_t:3933 t:98750 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:2.974 +2026-01-30 23:05:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:332.46 total_reward_ma:275.51 loss:-0.07534 fps:404 +frame:1.59e+06 wall_t:3936 t:99375 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:2.974 +2026-01-30 23:05:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:332.46 total_reward_ma:277.76 loss:-0.07534 fps:406.2 +frame:1.60e+06 wall_t:3939 t:100000 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:2.974 +2026-01-30 23:06:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:333.09 total_reward_ma:279.95 loss:-0.07502 fps:401.1 +frame:1.61e+06 wall_t:4014 t:100625 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:3.011 +2026-01-30 23:06:46 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:333.15 total_reward_ma:282.15 loss:-0.07502 fps:403.3 +frame:1.62e+06 wall_t:4017 t:101250 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:3.011 +2026-01-30 23:06:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:333.15 total_reward_ma:284.32 loss:-0.07502 fps:405.5 +frame:1.63e+06 wall_t:4020 t:101875 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:3.011 +2026-01-30 23:08:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:333.54 total_reward_ma:286.50 loss:-0.07577 fps:400.5 +frame:1.64e+06 wall_t:4095 t:102500 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:3.029 +2026-01-30 23:08:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:334.22 total_reward_ma:288.60 loss:-0.07577 fps:402.6 +frame:1.65e+06 wall_t:4098 t:103125 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:3.029 +2026-01-30 23:08:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:334.22 total_reward_ma:290.61 loss:-0.07577 fps:404.8 +frame:1.66e+06 wall_t:4101 t:103750 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:3.029 +2026-01-30 23:08:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:334.73 total_reward_ma:292.63 loss:-0.07577 fps:406.9 +frame:1.67e+06 wall_t:4104 t:104375 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:3.029 +2026-01-30 23:09:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:334.73 total_reward_ma:294.56 loss:-0.07575 fps:401.9 +frame:1.68e+06 wall_t:4180 t:105000 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:3.05 +2026-01-30 23:09:33 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:335.50 total_reward_ma:296.39 loss:-0.07575 fps:404 +frame:1.69e+06 wall_t:4183 t:105625 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:3.05 +2026-01-30 23:09:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.07 total_reward_ma:298.22 loss:-0.07575 fps:406.1 +frame:1.70e+06 wall_t:4186 t:106250 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:3.05 +2026-01-30 23:10:52 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.07 total_reward_ma:299.91 loss:-0.07721 fps:401.1 +frame:1.71e+06 wall_t:4263 t:106875 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:3.081 +2026-01-30 23:10:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.82 total_reward_ma:301.62 loss:-0.07721 fps:403.2 +frame:1.72e+06 wall_t:4266 t:107500 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:3.081 +2026-01-30 23:10:58 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:337.40 total_reward_ma:303.18 loss:-0.07721 fps:405.2 +frame:1.73e+06 wall_t:4269 t:108125 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:3.081 +2026-01-30 23:12:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:337.40 total_reward_ma:304.61 loss:-0.07633 fps:400.6 +frame:1.74e+06 wall_t:4344 t:108750 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:3.096 +2026-01-30 23:12:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:337.82 total_reward_ma:306.04 loss:-0.07633 fps:402.6 +frame:1.75e+06 wall_t:4347 t:109375 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:3.096 +2026-01-30 23:12:20 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:337.82 total_reward_ma:307.36 loss:-0.07633 fps:404.5 +frame:1.76e+06 wall_t:4351 t:110000 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:3.096 +2026-01-30 23:13:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:337.90 total_reward_ma:308.56 loss:-0.0773 fps:399.9 +frame:1.77e+06 wall_t:4426 t:110625 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:3.118 +2026-01-30 23:13:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.11 total_reward_ma:309.77 loss:-0.0773 fps:401.9 +frame:1.78e+06 wall_t:4429 t:111250 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:3.118 +2026-01-30 23:13:42 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.11 total_reward_ma:310.90 loss:-0.0773 fps:403.9 +frame:1.79e+06 wall_t:4432 t:111875 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:3.118 +2026-01-30 23:13:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.06 total_reward_ma:312.02 loss:-0.0773 fps:405.8 +frame:1.80e+06 wall_t:4436 t:112500 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:3.118 +2026-01-30 23:15:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.28 total_reward_ma:313.06 loss:-0.07818 fps:401.2 +frame:1.81e+06 wall_t:4512 t:113125 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:3.151 +2026-01-30 23:15:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.28 total_reward_ma:314.03 loss:-0.07818 fps:403.2 +frame:1.82e+06 wall_t:4514 t:113750 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:3.151 +2026-01-30 23:15:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.30 total_reward_ma:314.99 loss:-0.07818 fps:405.1 +frame:1.83e+06 wall_t:4517 t:114375 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:3.151 +2026-01-30 23:16:22 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.30 total_reward_ma:315.89 loss:-0.07994 fps:400.7 +frame:1.84e+06 wall_t:4592 t:115000 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:3.181 +2026-01-30 23:16:24 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.15 total_reward_ma:316.72 loss:-0.07994 fps:402.6 +frame:1.85e+06 wall_t:4595 t:115625 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:3.181 +2026-01-30 23:16:27 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.38 total_reward_ma:317.56 loss:-0.07994 fps:404.6 +frame:1.86e+06 wall_t:4597 t:116250 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:3.181 +2026-01-30 23:17:41 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.38 total_reward_ma:318.34 loss:-0.07888 fps:400.3 +frame:1.87e+06 wall_t:4672 t:116875 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:3.202 +2026-01-30 23:17:44 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.69 total_reward_ma:319.13 loss:-0.07888 fps:402.1 +frame:1.88e+06 wall_t:4675 t:117500 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:3.202 +2026-01-30 23:17:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.99 total_reward_ma:319.86 loss:-0.07888 fps:404.1 +frame:1.89e+06 wall_t:4677 t:118125 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:3.202 +2026-01-30 23:17:50 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.99 total_reward_ma:320.55 loss:-0.07888 fps:406 +frame:1.90e+06 wall_t:4680 t:118750 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:3.202 +2026-01-30 23:19:05 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.01 total_reward_ma:321.23 loss:-0.08054 fps:401.7 +frame:1.91e+06 wall_t:4755 t:119375 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:3.236 +2026-01-30 23:19:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.01 total_reward_ma:321.87 loss:-0.08054 fps:403.5 +frame:1.92e+06 wall_t:4758 t:120000 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:3.236 +2026-01-30 23:19:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.01 total_reward_ma:322.47 loss:-0.08054 fps:405.4 +frame:1.93e+06 wall_t:4761 t:120625 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:3.236 +2026-01-30 23:20:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.66 total_reward_ma:323.08 loss:-0.08096 fps:401.1 +frame:1.94e+06 wall_t:4837 t:121250 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:3.271 +2026-01-30 23:20:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.66 total_reward_ma:323.67 loss:-0.08096 fps:402.9 +frame:1.95e+06 wall_t:4840 t:121875 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:3.271 +2026-01-30 23:20:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.96 total_reward_ma:324.25 loss:-0.08096 fps:404.7 +frame:1.96e+06 wall_t:4843 t:122500 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:3.271 +2026-01-30 23:21:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.21 total_reward_ma:324.81 loss:-0.08206 fps:400.7 +frame:1.97e+06 wall_t:4917 t:123125 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:3.295 +2026-01-30 23:21:50 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.21 total_reward_ma:325.33 loss:-0.08206 fps:402.4 +frame:1.98e+06 wall_t:4920 t:123750 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:3.295 +2026-01-30 23:21:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.73 total_reward_ma:325.87 loss:-0.08206 fps:404.2 +frame:1.99e+06 wall_t:4923 t:124375 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:3.295 +2026-01-30 23:23:07 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.73 total_reward_ma:326.37 loss:-0.08318 fps:400.2 +frame:2.00e+06 wall_t:4997 t:125000 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:3.317 +2026-01-30 23:23:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.05 total_reward_ma:326.84 loss:-0.08318 fps:402 +frame:2.01e+06 wall_t:5000 t:125625 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:3.317 +2026-01-30 23:23:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.41 total_reward_ma:327.31 loss:-0.08318 fps:403.7 +frame:2.02e+06 wall_t:5004 t:126250 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:3.317 +2026-01-30 23:23:16 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.41 total_reward_ma:327.76 loss:-0.08318 fps:405.4 +frame:2.03e+06 wall_t:5007 t:126875 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:3.317 +2026-01-30 23:24:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.54 total_reward_ma:328.21 loss:-0.08294 fps:401.4 +frame:2.04e+06 wall_t:5082 t:127500 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:3.352 +2026-01-30 23:24:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.54 total_reward_ma:328.62 loss:-0.08294 fps:403.1 +frame:2.05e+06 wall_t:5085 t:128125 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:3.352 +2026-01-30 23:24:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.32 total_reward_ma:329.00 loss:-0.08294 fps:404.8 +frame:2.06e+06 wall_t:5089 t:128750 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:3.352 +2026-01-30 23:25:52 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.46 total_reward_ma:329.39 loss:-0.08388 fps:401 +frame:2.07e+06 wall_t:5162 t:129375 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:3.381 +2026-01-30 23:25:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.46 total_reward_ma:329.75 loss:-0.08388 fps:402.6 +frame:2.08e+06 wall_t:5166 t:130000 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:3.381 +2026-01-30 23:25:58 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.43 total_reward_ma:330.11 loss:-0.08388 fps:404.3 +frame:2.09e+06 wall_t:5169 t:130625 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:3.381 +2026-01-30 23:27:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.30 total_reward_ma:330.46 loss:-0.08533 fps:400.5 +frame:2.10e+06 wall_t:5243 t:131250 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:3.392 +2026-01-30 23:27:16 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.30 total_reward_ma:330.79 loss:-0.08533 fps:402.2 +frame:2.11e+06 wall_t:5246 t:131875 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:3.392 +2026-01-30 23:27:19 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.17 total_reward_ma:331.13 loss:-0.08533 fps:403.8 +frame:2.12e+06 wall_t:5250 t:132500 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:3.392 +2026-01-30 23:28:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.17 total_reward_ma:331.46 loss:-0.08522 fps:400.2 +frame:2.13e+06 wall_t:5322 t:133125 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:3.437 +2026-01-30 23:28:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.68 total_reward_ma:331.77 loss:-0.08522 fps:401.9 +frame:2.14e+06 wall_t:5325 t:133750 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:3.437 +2026-01-30 23:28:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.53 total_reward_ma:332.09 loss:-0.08522 fps:403.5 +frame:2.15e+06 wall_t:5329 t:134375 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:3.437 +2026-01-30 23:28:41 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.53 total_reward_ma:332.40 loss:-0.08522 fps:405.1 +frame:2.16e+06 wall_t:5332 t:135000 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:3.437 +2026-01-30 23:29:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.22 total_reward_ma:332.69 loss:-0.08599 fps:401.6 +frame:2.17e+06 wall_t:5403 t:135625 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:3.491 +2026-01-30 23:29:56 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.69 total_reward_ma:332.98 loss:-0.08599 fps:403.2 +frame:2.18e+06 wall_t:5407 t:136250 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:3.491 +2026-01-30 23:30:00 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.69 total_reward_ma:333.25 loss:-0.08599 fps:404.8 +frame:2.19e+06 wall_t:5410 t:136875 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:3.491 +2026-01-30 23:31:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.25 total_reward_ma:333.52 loss:-0.08979 fps:401.2 +frame:2.20e+06 wall_t:5483 t:137500 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:3.512 +2026-01-30 23:31:16 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.25 total_reward_ma:333.78 loss:-0.08979 fps:402.8 +frame:2.21e+06 wall_t:5486 t:138125 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:3.512 +2026-01-30 23:31:19 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.29 total_reward_ma:334.03 loss:-0.08979 fps:404.4 +frame:2.22e+06 wall_t:5489 t:138750 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:3.512 +2026-01-30 23:32:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.25 total_reward_ma:334.28 loss:-0.08863 fps:400.9 +frame:2.23e+06 wall_t:5562 t:139375 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:3.54 +2026-01-30 23:32:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.25 total_reward_ma:334.51 loss:-0.08863 fps:402.5 +frame:2.24e+06 wall_t:5565 t:140000 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:3.54 +2026-01-30 23:32:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.47 total_reward_ma:334.73 loss:-0.08863 fps:404 +frame:2.25e+06 wall_t:5569 t:140625 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:3.54 +2026-01-30 23:32:41 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.53 total_reward_ma:334.95 loss:-0.08863 fps:405.6 +frame:2.26e+06 wall_t:5572 t:141250 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:3.54 +2026-01-30 23:33:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.53 total_reward_ma:335.16 loss:-0.08946 fps:402.2 +frame:2.27e+06 wall_t:5644 t:141875 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:3.551 +2026-01-30 23:33:57 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.46 total_reward_ma:335.36 loss:-0.08946 fps:403.8 +frame:2.28e+06 wall_t:5647 t:142500 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:3.551 +2026-01-30 23:34:00 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.46 total_reward_ma:335.55 loss:-0.08946 fps:405.2 +frame:2.29e+06 wall_t:5651 t:143125 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:3.551 +2026-01-30 23:35:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.69 total_reward_ma:335.73 loss:-0.08904 fps:401.8 +frame:2.30e+06 wall_t:5724 t:143750 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:3.567 +2026-01-30 23:35:16 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.91 total_reward_ma:335.90 loss:-0.08904 fps:403.4 +frame:2.31e+06 wall_t:5726 t:144375 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:3.567 +2026-01-30 23:35:19 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.91 total_reward_ma:336.07 loss:-0.08904 fps:405 +frame:2.32e+06 wall_t:5729 t:145000 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:3.567 +2026-01-30 23:36:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.15 total_reward_ma:336.22 loss:-0.08951 fps:401.6 +frame:2.33e+06 wall_t:5802 t:145625 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:3.585 +2026-01-30 23:36:34 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.55 total_reward_ma:336.38 loss:-0.08951 fps:403.1 +frame:2.34e+06 wall_t:5805 t:146250 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:3.585 +2026-01-30 23:36:37 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.55 total_reward_ma:336.52 loss:-0.08951 fps:404.6 +frame:2.35e+06 wall_t:5808 t:146875 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:3.585 +2026-01-30 23:37:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.69 total_reward_ma:336.67 loss:-0.09077 fps:401.4 +frame:2.36e+06 wall_t:5879 t:147500 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:3.611 +2026-01-30 23:37:52 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.69 total_reward_ma:336.80 loss:-0.09077 fps:402.9 +frame:2.37e+06 wall_t:5883 t:148125 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:3.611 +2026-01-30 23:37:56 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.37 total_reward_ma:336.94 loss:-0.09077 fps:404.3 +frame:2.38e+06 wall_t:5887 t:148750 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:3.611 +2026-01-30 23:38:00 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.90 total_reward_ma:337.07 loss:-0.09077 fps:405.7 +frame:2.39e+06 wall_t:5891 t:149375 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:3.611 +2026-01-30 23:39:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.90 total_reward_ma:337.21 loss:-0.08966 fps:402.6 +frame:2.40e+06 wall_t:5961 t:150000 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:3.654 +2026-01-30 23:39:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.90 total_reward_ma:337.35 loss:-0.08966 fps:404.1 +frame:2.41e+06 wall_t:5964 t:150625 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:3.654 +2026-01-30 23:39:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.61 total_reward_ma:337.48 loss:-0.08966 fps:405.5 +frame:2.42e+06 wall_t:5968 t:151250 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:3.654 +2026-01-30 23:40:28 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.61 total_reward_ma:337.61 loss:-0.09193 fps:402.4 +frame:2.43e+06 wall_t:6039 t:151875 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:3.685 +2026-01-30 23:40:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.60 total_reward_ma:337.74 loss:-0.09193 fps:403.8 +frame:2.44e+06 wall_t:6042 t:152500 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:3.685 +2026-01-30 23:40:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.60 total_reward_ma:337.87 loss:-0.09193 fps:405.2 +frame:2.45e+06 wall_t:6046 t:153125 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:3.685 +2026-01-30 23:41:46 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.75 total_reward_ma:338.00 loss:-0.09253 fps:402.2 +frame:2.46e+06 wall_t:6116 t:153750 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:3.711 +2026-01-30 23:41:50 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.45 total_reward_ma:338.13 loss:-0.09253 fps:403.6 +frame:2.47e+06 wall_t:6120 t:154375 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:3.711 +2026-01-30 23:41:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.45 total_reward_ma:338.26 loss:-0.09253 fps:405 +frame:2.48e+06 wall_t:6124 t:155000 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:3.711 +2026-01-30 23:41:57 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.79 total_reward_ma:338.39 loss:-0.09253 fps:406.4 +frame:2.49e+06 wall_t:6127 t:155625 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:3.711 +2026-01-30 23:43:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.63 total_reward_ma:338.51 loss:-0.09336 fps:403.5 +frame:2.50e+06 wall_t:6196 t:156250 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:3.719 +2026-01-30 23:43:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.63 total_reward_ma:338.63 loss:-0.09336 fps:404.8 +frame:2.51e+06 wall_t:6200 t:156875 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:3.719 +2026-01-30 23:43:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.66 total_reward_ma:338.75 loss:-0.09336 fps:406.3 +frame:2.52e+06 wall_t:6203 t:157500 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:3.719 +2026-01-30 23:44:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.66 total_reward_ma:338.86 loss:-0.09368 fps:403.2 +frame:2.53e+06 wall_t:6275 t:158125 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:3.755 +2026-01-30 23:44:28 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.71 total_reward_ma:338.96 loss:-0.09368 fps:404.5 +frame:2.54e+06 wall_t:6279 t:158750 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:3.755 +2026-01-30 23:44:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.59 total_reward_ma:339.07 loss:-0.09368 fps:405.9 +frame:2.55e+06 wall_t:6283 t:159375 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:3.755 +2026-01-30 23:45:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.59 total_reward_ma:339.16 loss:-0.09463 fps:402.8 +frame:2.56e+06 wall_t:6355 t:160000 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:3.797 +2026-01-30 23:45:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.89 total_reward_ma:339.26 loss:-0.09463 fps:404.2 +frame:2.57e+06 wall_t:6359 t:160625 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:3.797 +2026-01-30 23:45:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.65 total_reward_ma:339.35 loss:-0.09463 fps:405.4 +frame:2.58e+06 wall_t:6364 t:161250 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:3.797 +2026-01-30 23:47:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.65 total_reward_ma:339.45 loss:-0.09601 fps:402.4 +frame:2.59e+06 wall_t:6436 t:161875 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:3.808 +2026-01-30 23:47:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.85 total_reward_ma:339.54 loss:-0.09601 fps:403.7 +frame:2.60e+06 wall_t:6440 t:162500 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:3.808 +2026-01-30 23:47:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.85 total_reward_ma:339.63 loss:-0.09601 fps:405.1 +frame:2.61e+06 wall_t:6443 t:163125 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:3.808 +2026-01-30 23:47:16 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.06 total_reward_ma:339.72 loss:-0.09601 fps:406.4 +frame:2.62e+06 wall_t:6447 t:163750 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:3.808 +2026-01-30 23:48:28 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.13 total_reward_ma:339.81 loss:-0.0954 fps:403.4 +frame:2.63e+06 wall_t:6519 t:164375 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:3.824 +2026-01-30 23:48:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.13 total_reward_ma:339.89 loss:-0.0954 fps:404.8 +frame:2.64e+06 wall_t:6522 t:165000 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:3.824 +2026-01-30 23:48:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.09 total_reward_ma:339.97 loss:-0.0954 fps:406.1 +frame:2.65e+06 wall_t:6526 t:165625 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:3.824 +2026-01-30 23:49:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.02 total_reward_ma:340.05 loss:-0.09557 fps:403.2 +frame:2.66e+06 wall_t:6598 t:166250 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:3.868 +2026-01-30 23:49:51 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.02 total_reward_ma:340.12 loss:-0.09557 fps:404.5 +frame:2.67e+06 wall_t:6601 t:166875 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:3.868 +2026-01-30 23:49:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.34 total_reward_ma:340.20 loss:-0.09557 fps:405.8 +frame:2.68e+06 wall_t:6605 t:167500 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:3.868 +2026-01-30 23:51:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.34 total_reward_ma:340.27 loss:-0.0978 fps:402.9 +frame:2.69e+06 wall_t:6677 t:168125 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:3.899 +2026-01-30 23:51:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.07 total_reward_ma:340.33 loss:-0.0978 fps:404.1 +frame:2.70e+06 wall_t:6681 t:168750 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:3.899 +2026-01-30 23:51:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.74 total_reward_ma:340.38 loss:-0.0978 fps:405.4 +frame:2.71e+06 wall_t:6684 t:169375 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:3.899 +2026-01-30 23:52:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.74 total_reward_ma:340.43 loss:-0.0974 fps:402.6 +frame:2.72e+06 wall_t:6756 t:170000 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:3.935 +2026-01-30 23:52:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.77 total_reward_ma:340.48 loss:-0.0974 fps:403.9 +frame:2.73e+06 wall_t:6759 t:170625 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:3.935 +2026-01-30 23:52:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.80 total_reward_ma:340.52 loss:-0.0974 fps:405.1 +frame:2.74e+06 wall_t:6763 t:171250 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:3.935 +2026-01-30 23:52:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.80 total_reward_ma:340.56 loss:-0.0974 fps:406.4 +frame:2.75e+06 wall_t:6767 t:171875 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:3.935 +2026-01-30 23:53:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.76 total_reward_ma:340.60 loss:-0.09856 fps:403.6 +frame:2.76e+06 wall_t:6838 t:172500 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:3.975 +2026-01-30 23:53:51 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.76 total_reward_ma:340.64 loss:-0.09856 fps:404.9 +frame:2.77e+06 wall_t:6842 t:173125 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:3.975 +2026-01-30 23:53:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.92 total_reward_ma:340.68 loss:-0.09856 fps:406.1 +frame:2.78e+06 wall_t:6846 t:173750 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:3.975 +2026-01-30 23:55:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.01 total_reward_ma:340.72 loss:-0.1004 fps:403.2 +frame:2.79e+06 wall_t:6920 t:174375 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:3.993 +2026-01-30 23:55:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.01 total_reward_ma:340.75 loss:-0.1004 fps:404.4 +frame:2.80e+06 wall_t:6924 t:175000 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:3.993 +2026-01-30 23:55:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.05 total_reward_ma:340.79 loss:-0.1004 fps:405.6 +frame:2.81e+06 wall_t:6928 t:175625 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:3.993 +2026-01-30 23:56:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.25 total_reward_ma:340.83 loss:-0.1003 fps:402.8 +frame:2.82e+06 wall_t:7001 t:176250 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:4.024 +2026-01-30 23:56:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:342.25 total_reward_ma:340.87 loss:-0.1003 fps:404 +frame:2.83e+06 wall_t:7005 t:176875 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:4.024 +2026-01-30 23:56:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.82 total_reward_ma:340.91 loss:-0.1003 fps:405.2 +frame:2.84e+06 wall_t:7009 t:177500 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:4.024 +2026-01-30 23:56:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.82 total_reward_ma:340.94 loss:-0.1003 fps:406.3 +frame:2.85e+06 wall_t:7014 t:178125 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:4.024 +2026-01-30 23:57:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.53 total_reward_ma:340.98 loss:-0.101 fps:403.6 +frame:2.86e+06 wall_t:7086 t:178750 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:4.056 +2026-01-30 23:57:59 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.31 total_reward_ma:341.00 loss:-0.101 fps:404.8 +frame:2.87e+06 wall_t:7090 t:179375 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:4.056 +2026-01-30 23:58:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.31 total_reward_ma:341.03 loss:-0.101 fps:406 +frame:2.88e+06 wall_t:7094 t:180000 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:4.056 +2026-01-30 23:59:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.92 total_reward_ma:341.05 loss:-0.1016 fps:403.2 +frame:2.89e+06 wall_t:7168 t:180625 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:4.101 +2026-01-30 23:59:21 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.68 total_reward_ma:341.07 loss:-0.1016 fps:404.4 +frame:2.90e+06 wall_t:7172 t:181250 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:4.101 +2026-01-30 23:59:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.68 total_reward_ma:341.08 loss:-0.1016 fps:405.5 +frame:2.91e+06 wall_t:7176 t:181875 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:4.101 +2026-01-31 00:00:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.27 total_reward_ma:341.10 loss:-0.1037 fps:402.8 +frame:2.92e+06 wall_t:7250 t:182500 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:4.155 +2026-01-31 00:00:42 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.27 total_reward_ma:341.11 loss:-0.1037 fps:404 +frame:2.93e+06 wall_t:7253 t:183125 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:4.155 +2026-01-31 00:00:46 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.19 total_reward_ma:341.11 loss:-0.1037 fps:405.1 +frame:2.94e+06 wall_t:7257 t:183750 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:4.155 +2026-01-31 00:01:59 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.01 total_reward_ma:341.12 loss:-0.1042 fps:402.5 +frame:2.95e+06 wall_t:7329 t:184375 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:4.17 +2026-01-31 00:02:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.01 total_reward_ma:341.12 loss:-0.1042 fps:403.7 +frame:2.96e+06 wall_t:7333 t:185000 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:4.17 +2026-01-31 00:02:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.73 total_reward_ma:341.11 loss:-0.1042 fps:404.9 +frame:2.97e+06 wall_t:7336 t:185625 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:4.17 +2026-01-31 00:02:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.76 total_reward_ma:341.11 loss:-0.1042 fps:406 +frame:2.98e+06 wall_t:7340 t:186250 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:4.17 +2026-01-31 00:03:23 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.76 total_reward_ma:341.10 loss:-0.105 fps:403.3 +frame:2.99e+06 wall_t:7414 t:186875 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:4.195 +2026-01-31 00:03:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.51 total_reward_ma:341.09 loss:-0.105 fps:404.5 +frame:3.00e+06 wall_t:7417 t:187500 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:4.195 +2026-01-31 00:03:30 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.51 total_reward_ma:341.07 loss:-0.105 fps:405.7 +frame:3.01e+06 wall_t:7420 t:188125 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:4.195 +2026-01-31 00:04:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.49 total_reward_ma:341.05 loss:-0.1053 fps:402.9 +frame:3.02e+06 wall_t:7495 t:188750 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:4.214 +2026-01-31 00:04:48 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.54 total_reward_ma:341.03 loss:-0.1053 fps:404.1 +frame:3.03e+06 wall_t:7499 t:189375 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:4.214 +2026-01-31 00:04:51 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.54 total_reward_ma:341.01 loss:-0.1053 fps:405.2 +frame:3.04e+06 wall_t:7502 t:190000 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:4.214 +2026-01-31 00:06:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.65 total_reward_ma:340.99 loss:-0.1068 fps:402.7 +frame:3.05e+06 wall_t:7574 t:190625 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:4.227 +2026-01-31 00:06:07 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.79 total_reward_ma:340.98 loss:-0.1068 fps:403.8 +frame:3.06e+06 wall_t:7578 t:191250 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:4.227 +2026-01-31 00:06:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.79 total_reward_ma:340.96 loss:-0.1068 fps:405 +frame:3.07e+06 wall_t:7581 t:191875 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:4.227 +2026-01-31 00:06:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.88 total_reward_ma:340.95 loss:-0.1068 fps:406.1 +frame:3.08e+06 wall_t:7584 t:192500 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:4.227 +2026-01-31 00:07:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.88 total_reward_ma:340.93 loss:-0.1071 fps:403.6 +frame:3.09e+06 wall_t:7657 t:193125 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:4.251 +2026-01-31 00:07:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.22 total_reward_ma:340.92 loss:-0.1071 fps:404.7 +frame:3.10e+06 wall_t:7660 t:193750 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:4.251 +2026-01-31 00:07:33 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.54 total_reward_ma:340.91 loss:-0.1071 fps:405.8 +frame:3.11e+06 wall_t:7663 t:194375 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:4.251 +2026-01-31 00:08:46 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.54 total_reward_ma:340.91 loss:-0.107 fps:403.3 +frame:3.12e+06 wall_t:7737 t:195000 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:4.27 +2026-01-31 00:08:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.78 total_reward_ma:340.90 loss:-0.107 fps:404.4 +frame:3.13e+06 wall_t:7740 t:195625 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:4.27 +2026-01-31 00:08:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.82 total_reward_ma:340.90 loss:-0.107 fps:405.5 +frame:3.14e+06 wall_t:7743 t:196250 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:4.27 +2026-01-31 00:10:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.82 total_reward_ma:340.91 loss:-0.1083 fps:403 +frame:3.15e+06 wall_t:7817 t:196875 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:4.284 +2026-01-31 00:10:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.00 total_reward_ma:340.91 loss:-0.1083 fps:404.1 +frame:3.16e+06 wall_t:7820 t:197500 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:4.284 +2026-01-31 00:10:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:341.00 total_reward_ma:340.92 loss:-0.1083 fps:405.2 +frame:3.17e+06 wall_t:7824 t:198125 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:4.284 +2026-01-31 00:11:27 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.95 total_reward_ma:340.93 loss:-0.1075 fps:402.7 +frame:3.18e+06 wall_t:7897 t:198750 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:4.33 +2026-01-31 00:11:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.68 total_reward_ma:340.94 loss:-0.1075 fps:403.7 +frame:3.19e+06 wall_t:7901 t:199375 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:4.33 +2026-01-31 00:11:34 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.68 total_reward_ma:340.96 loss:-0.1075 fps:404.8 +frame:3.20e+06 wall_t:7905 t:200000 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:4.33 +2026-01-31 00:11:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:340.32 total_reward_ma:340.97 loss:-0.1075 fps:405.9 +frame:3.21e+06 wall_t:7908 t:200625 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:4.33 +2026-01-31 00:12:50 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.96 total_reward_ma:340.97 loss:-0.109 fps:403.5 +frame:3.22e+06 wall_t:7981 t:201250 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:4.359 +2026-01-31 00:12:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.96 total_reward_ma:340.98 loss:-0.109 fps:404.6 +frame:3.23e+06 wall_t:7984 t:201875 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:4.359 +2026-01-31 00:12:57 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.62 total_reward_ma:340.98 loss:-0.109 fps:405.6 +frame:3.24e+06 wall_t:7988 t:202500 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:4.359 +2026-01-31 00:14:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.62 total_reward_ma:340.99 loss:-0.1098 fps:403.2 +frame:3.25e+06 wall_t:8061 t:203125 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:4.38 +2026-01-31 00:14:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.36 total_reward_ma:340.98 loss:-0.1098 fps:404.3 +frame:3.26e+06 wall_t:8064 t:203750 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:4.38 +2026-01-31 00:14:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.07 total_reward_ma:340.98 loss:-0.1098 fps:405.3 +frame:3.27e+06 wall_t:8068 t:204375 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:4.38 +2026-01-31 00:15:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.07 total_reward_ma:340.98 loss:-0.112 fps:402.8 +frame:3.28e+06 wall_t:8142 t:205000 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:4.39 +2026-01-31 00:15:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.09 total_reward_ma:340.97 loss:-0.112 fps:403.9 +frame:3.29e+06 wall_t:8146 t:205625 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:4.39 +2026-01-31 00:15:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.26 total_reward_ma:340.97 loss:-0.112 fps:404.9 +frame:3.30e+06 wall_t:8150 t:206250 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:4.39 +2026-01-31 00:16:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.26 total_reward_ma:340.96 loss:-0.1105 fps:402.5 +frame:3.31e+06 wall_t:8223 t:206875 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:4.403 +2026-01-31 00:16:57 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.41 total_reward_ma:340.96 loss:-0.1105 fps:403.5 +frame:3.32e+06 wall_t:8227 t:207500 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:4.403 +2026-01-31 00:17:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.41 total_reward_ma:340.95 loss:-0.1105 fps:404.6 +frame:3.33e+06 wall_t:8231 t:208125 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:4.403 +2026-01-31 00:17:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.61 total_reward_ma:340.94 loss:-0.1105 fps:405.6 +frame:3.34e+06 wall_t:8235 t:208750 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:4.403 +2026-01-31 00:18:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.39 total_reward_ma:340.93 loss:-0.1107 fps:403.3 +frame:3.35e+06 wall_t:8307 t:209375 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:4.423 +2026-01-31 00:18:21 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.39 total_reward_ma:340.92 loss:-0.1107 fps:404.3 +frame:3.36e+06 wall_t:8311 t:210000 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:4.423 +2026-01-31 00:18:24 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.53 total_reward_ma:340.90 loss:-0.1107 fps:405.3 +frame:3.37e+06 wall_t:8315 t:210625 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:4.423 +2026-01-31 00:19:37 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.29 total_reward_ma:340.88 loss:-0.1121 fps:403 +frame:3.38e+06 wall_t:8388 t:211250 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:4.452 +2026-01-31 00:19:41 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.29 total_reward_ma:340.86 loss:-0.1121 fps:404 +frame:3.39e+06 wall_t:8391 t:211875 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:4.452 +2026-01-31 00:19:44 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.28 total_reward_ma:340.83 loss:-0.1121 fps:405 +frame:3.40e+06 wall_t:8395 t:212500 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:4.452 +2026-01-31 00:20:58 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.28 total_reward_ma:340.80 loss:-0.1116 fps:402.6 +frame:3.41e+06 wall_t:8469 t:213125 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:4.474 +2026-01-31 00:21:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.14 total_reward_ma:340.78 loss:-0.1116 fps:403.7 +frame:3.42e+06 wall_t:8472 t:213750 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:4.474 +2026-01-31 00:21:05 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.91 total_reward_ma:340.75 loss:-0.1116 fps:404.7 +frame:3.43e+06 wall_t:8476 t:214375 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:4.474 +2026-01-31 00:21:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.91 total_reward_ma:340.73 loss:-0.1116 fps:405.7 +frame:3.44e+06 wall_t:8479 t:215000 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:4.474 +2026-01-31 00:22:22 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.94 total_reward_ma:340.70 loss:-0.1122 fps:403.4 +frame:3.45e+06 wall_t:8553 t:215625 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:4.499 +2026-01-31 00:22:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.02 total_reward_ma:340.67 loss:-0.1122 fps:404.3 +frame:3.46e+06 wall_t:8557 t:216250 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:4.499 +2026-01-31 00:22:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.02 total_reward_ma:340.65 loss:-0.1122 fps:405.3 +frame:3.47e+06 wall_t:8561 t:216875 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:4.499 +2026-01-31 00:23:42 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.23 total_reward_ma:340.63 loss:-0.1141 fps:403.1 +frame:3.48e+06 wall_t:8633 t:217500 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:4.509 +2026-01-31 00:23:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.23 total_reward_ma:340.60 loss:-0.1141 fps:404.1 +frame:3.49e+06 wall_t:8637 t:218125 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:4.509 +2026-01-31 00:23:51 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.24 total_reward_ma:340.58 loss:-0.1141 fps:405 +frame:3.50e+06 wall_t:8641 t:218750 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:4.509 +2026-01-31 00:25:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.36 total_reward_ma:340.55 loss:-0.1128 fps:402.8 +frame:3.51e+06 wall_t:8715 t:219375 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:4.549 +2026-01-31 00:25:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.36 total_reward_ma:340.53 loss:-0.1128 fps:403.7 +frame:3.52e+06 wall_t:8719 t:220000 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:4.549 +2026-01-31 00:25:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.31 total_reward_ma:340.51 loss:-0.1128 fps:404.7 +frame:3.53e+06 wall_t:8723 t:220625 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:4.549 +2026-01-31 00:26:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.61 total_reward_ma:340.49 loss:-0.1149 fps:402.5 +frame:3.54e+06 wall_t:8795 t:221250 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:4.591 +2026-01-31 00:26:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.61 total_reward_ma:340.47 loss:-0.1149 fps:403.5 +frame:3.55e+06 wall_t:8799 t:221875 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:4.591 +2026-01-31 00:26:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.64 total_reward_ma:340.45 loss:-0.1149 fps:404.4 +frame:3.56e+06 wall_t:8803 t:222500 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:4.591 +2026-01-31 00:26:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.64 total_reward_ma:340.42 loss:-0.1149 fps:405.4 +frame:3.57e+06 wall_t:8807 t:223125 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:4.591 +2026-01-31 00:27:48 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.78 total_reward_ma:340.41 loss:-0.1154 fps:403.2 +frame:3.58e+06 wall_t:8879 t:223750 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:4.632 +2026-01-31 00:27:52 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.16 total_reward_ma:340.38 loss:-0.1154 fps:404.1 +frame:3.59e+06 wall_t:8883 t:224375 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:4.632 +2026-01-31 00:27:56 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:339.16 total_reward_ma:340.35 loss:-0.1154 fps:405.1 +frame:3.60e+06 wall_t:8886 t:225000 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:4.632 +2026-01-31 00:29:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.73 total_reward_ma:340.32 loss:-0.1167 fps:402.9 +frame:3.61e+06 wall_t:8960 t:225625 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:4.658 +2026-01-31 00:29:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.80 total_reward_ma:340.29 loss:-0.1167 fps:403.8 +frame:3.62e+06 wall_t:8964 t:226250 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:4.658 +2026-01-31 00:29:16 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.80 total_reward_ma:340.26 loss:-0.1167 fps:404.8 +frame:3.63e+06 wall_t:8967 t:226875 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:4.658 +2026-01-31 00:30:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.74 total_reward_ma:340.22 loss:-0.1178 fps:402.6 +frame:3.64e+06 wall_t:9042 t:227500 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:4.692 +2026-01-31 00:30:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.74 total_reward_ma:340.19 loss:-0.1178 fps:403.5 +frame:3.65e+06 wall_t:9045 t:228125 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:4.692 +2026-01-31 00:30:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.55 total_reward_ma:340.15 loss:-0.1178 fps:404.5 +frame:3.66e+06 wall_t:9049 t:228750 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:4.692 +2026-01-31 00:30:41 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.28 total_reward_ma:340.12 loss:-0.1178 fps:405.4 +frame:3.67e+06 wall_t:9052 t:229375 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:4.692 +2026-01-31 00:31:57 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.28 total_reward_ma:340.08 loss:-0.1184 fps:403.2 +frame:3.68e+06 wall_t:9127 t:230000 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:4.71 +2026-01-31 00:32:00 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.54 total_reward_ma:340.04 loss:-0.1184 fps:404.1 +frame:3.69e+06 wall_t:9131 t:230625 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:4.71 +2026-01-31 00:32:03 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.66 total_reward_ma:340.00 loss:-0.1184 fps:405.1 +frame:3.70e+06 wall_t:9134 t:231250 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:4.71 +2026-01-31 00:33:18 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.66 total_reward_ma:339.97 loss:-0.1187 fps:402.9 +frame:3.71e+06 wall_t:9209 t:231875 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:4.739 +2026-01-31 00:33:22 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.46 total_reward_ma:339.94 loss:-0.1187 fps:403.8 +frame:3.72e+06 wall_t:9212 t:232500 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:4.739 +2026-01-31 00:33:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.46 total_reward_ma:339.91 loss:-0.1187 fps:404.8 +frame:3.73e+06 wall_t:9215 t:233125 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:4.739 +2026-01-31 00:34:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:338.06 total_reward_ma:339.87 loss:-0.1194 fps:402.6 +frame:3.74e+06 wall_t:9290 t:233750 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:4.776 +2026-01-31 00:34:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:337.78 total_reward_ma:339.83 loss:-0.1194 fps:403.5 +frame:3.75e+06 wall_t:9294 t:234375 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:4.776 +2026-01-31 00:34:46 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:337.78 total_reward_ma:339.79 loss:-0.1194 fps:404.4 +frame:3.76e+06 wall_t:9297 t:235000 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:4.776 +2026-01-31 00:36:00 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:337.25 total_reward_ma:339.75 loss:-0.1204 fps:402.3 +frame:3.77e+06 wall_t:9371 t:235625 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:4.805 +2026-01-31 00:36:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.85 total_reward_ma:339.69 loss:-0.1204 fps:403.2 +frame:3.78e+06 wall_t:9374 t:236250 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:4.805 +2026-01-31 00:36:07 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.85 total_reward_ma:339.64 loss:-0.1204 fps:404.1 +frame:3.79e+06 wall_t:9378 t:236875 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:4.805 +2026-01-31 00:36:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.44 total_reward_ma:339.59 loss:-0.1204 fps:405.1 +frame:3.80e+06 wall_t:9381 t:237500 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:4.805 +2026-01-31 00:37:24 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.44 total_reward_ma:339.53 loss:-0.1222 fps:403 +frame:3.81e+06 wall_t:9455 t:238125 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:4.811 +2026-01-31 00:37:28 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.34 total_reward_ma:339.47 loss:-0.1222 fps:403.9 +frame:3.82e+06 wall_t:9458 t:238750 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:4.811 +2026-01-31 00:37:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.27 total_reward_ma:339.41 loss:-0.1222 fps:404.8 +frame:3.83e+06 wall_t:9462 t:239375 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:4.811 +2026-01-31 00:38:46 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.27 total_reward_ma:339.36 loss:-0.1215 fps:402.7 +frame:3.84e+06 wall_t:9536 t:240000 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:4.831 +2026-01-31 00:38:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.26 total_reward_ma:339.30 loss:-0.1215 fps:403.6 +frame:3.85e+06 wall_t:9540 t:240625 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:4.831 +2026-01-31 00:38:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.07 total_reward_ma:339.25 loss:-0.1215 fps:404.5 +frame:3.86e+06 wall_t:9543 t:241250 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:4.831 +2026-01-31 00:40:05 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.07 total_reward_ma:339.19 loss:-0.1216 fps:402.5 +frame:3.87e+06 wall_t:9616 t:241875 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:4.847 +2026-01-31 00:40:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.14 total_reward_ma:339.14 loss:-0.1216 fps:403.3 +frame:3.88e+06 wall_t:9620 t:242500 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:4.847 +2026-01-31 00:40:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.14 total_reward_ma:339.09 loss:-0.1216 fps:404.3 +frame:3.89e+06 wall_t:9622 t:243125 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:4.847 +2026-01-31 00:41:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:336.02 total_reward_ma:339.05 loss:-0.1228 fps:402.2 +frame:3.90e+06 wall_t:9696 t:243750 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:4.848 +2026-01-31 00:41:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:335.88 total_reward_ma:339.00 loss:-0.1228 fps:403.1 +frame:3.91e+06 wall_t:9699 t:244375 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:4.848 +2026-01-31 00:41:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:335.88 total_reward_ma:338.96 loss:-0.1228 fps:404 +frame:3.92e+06 wall_t:9702 t:245000 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:4.848 +2026-01-31 00:41:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:335.79 total_reward_ma:338.91 loss:-0.1228 fps:404.9 +frame:3.93e+06 wall_t:9706 t:245625 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:4.848 +2026-01-31 00:42:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:335.57 total_reward_ma:338.87 loss:-0.1232 fps:402.9 +frame:3.94e+06 wall_t:9779 t:246250 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:4.849 +2026-01-31 00:42:52 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:335.57 total_reward_ma:338.82 loss:-0.1232 fps:403.8 +frame:3.95e+06 wall_t:9783 t:246875 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:4.849 +2026-01-31 00:42:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:335.33 total_reward_ma:338.77 loss:-0.1232 fps:404.7 +frame:3.96e+06 wall_t:9786 t:247500 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:4.849 +2026-01-31 00:44:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:335.33 total_reward_ma:338.73 loss:-0.1224 fps:402.7 +frame:3.97e+06 wall_t:9859 t:248125 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:4.852 +2026-01-31 00:44:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:335.07 total_reward_ma:338.68 loss:-0.1224 fps:403.6 +frame:3.98e+06 wall_t:9862 t:248750 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:4.852 +2026-01-31 00:44:15 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:334.93 total_reward_ma:338.63 loss:-0.1224 fps:404.5 +frame:3.99e+06 wall_t:9865 t:249375 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:4.852 +2026-01-31 00:45:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_swimmer_t0_s1 [train] +total_reward:334.93 total_reward_ma:338.59 loss:-0.1224 fps:402.4 +frame:4.00e+06 wall_t:9940 t:250000 epi:nan +opt_step:1.24928e+06 lr:0.00022 clip_eps:0.2 entropy:4.871 +2026-01-31 00:45:31 | INFO | PID:1363 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s2.log b/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..0461bfcbf19ef695cdd72b2f4e9d8980b04986ed --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s2.log @@ -0,0 +1,1601 @@ +2026-01-30 22:00:18 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:344.8 +frame:1.00e+04 wall_t:29 t:625 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:00:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:14.39 total_reward_ma:14.39 loss:nan fps:625 +frame:2.00e+04 wall_t:32 t:1250 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:00:23 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:14.39 total_reward_ma:14.39 loss:nan fps:882.4 +frame:3.00e+04 wall_t:34 t:1875 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:01:40 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:12.34 total_reward_ma:13.70 loss:0.03947 fps:360.4 +frame:4.00e+04 wall_t:111 t:2500 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.868 +2026-01-30 22:01:43 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:14.43 total_reward_ma:13.89 loss:0.03947 fps:438.6 +frame:5.00e+04 wall_t:114 t:3125 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.868 +2026-01-30 22:01:46 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:14.43 total_reward_ma:13.99 loss:0.03947 fps:512.8 +frame:6.00e+04 wall_t:117 t:3750 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.868 +2026-01-30 22:03:01 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:14.77 total_reward_ma:14.12 loss:-0.02042 fps:364.6 +frame:7.00e+04 wall_t:192 t:4375 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.879 +2026-01-30 22:03:04 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:14.77 total_reward_ma:14.21 loss:-0.02042 fps:410.3 +frame:8.00e+04 wall_t:195 t:5000 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.879 +2026-01-30 22:03:07 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:16.02 total_reward_ma:14.44 loss:-0.02042 fps:454.5 +frame:9.00e+04 wall_t:198 t:5625 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.879 +2026-01-30 22:04:23 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:16.75 total_reward_ma:14.70 loss:-0.03062 fps:365 +frame:1.00e+05 wall_t:274 t:6250 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.878 +2026-01-30 22:04:25 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:16.75 total_reward_ma:14.90 loss:-0.03062 fps:398.6 +frame:1.10e+05 wall_t:276 t:6875 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.878 +2026-01-30 22:04:28 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:18.16 total_reward_ma:15.20 loss:-0.03062 fps:430.1 +frame:1.20e+05 wall_t:279 t:7500 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.878 +2026-01-30 22:04:31 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:20.42 total_reward_ma:15.63 loss:-0.03062 fps:461 +frame:1.30e+05 wall_t:282 t:8125 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:2.878 +2026-01-30 22:05:48 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:20.42 total_reward_ma:16.00 loss:-0.02389 fps:390 +frame:1.40e+05 wall_t:359 t:8750 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:2.881 +2026-01-30 22:05:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:22.18 total_reward_ma:16.44 loss:-0.02389 fps:415.5 +frame:1.50e+05 wall_t:361 t:9375 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:2.881 +2026-01-30 22:05:53 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:22.18 total_reward_ma:16.83 loss:-0.02389 fps:439.6 +frame:1.60e+05 wall_t:364 t:10000 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:2.881 +2026-01-30 22:07:10 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:23.04 total_reward_ma:17.21 loss:-0.03015 fps:385.5 +frame:1.70e+05 wall_t:441 t:10625 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:2.88 +2026-01-30 22:07:13 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:24.30 total_reward_ma:17.63 loss:-0.03015 fps:405.4 +frame:1.80e+05 wall_t:444 t:11250 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:2.88 +2026-01-30 22:07:16 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:24.30 total_reward_ma:18.00 loss:-0.03015 fps:425.1 +frame:1.90e+05 wall_t:447 t:11875 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:2.88 +2026-01-30 22:08:31 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:25.46 total_reward_ma:18.39 loss:-0.0328 fps:382.4 +frame:2.00e+05 wall_t:523 t:12500 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:2.881 +2026-01-30 22:08:34 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:26.70 total_reward_ma:18.81 loss:-0.0328 fps:400 +frame:2.10e+05 wall_t:525 t:13125 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:2.881 +2026-01-30 22:08:37 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:26.70 total_reward_ma:19.19 loss:-0.0328 fps:416.7 +frame:2.20e+05 wall_t:528 t:13750 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:2.881 +2026-01-30 22:09:53 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:27.81 total_reward_ma:19.58 loss:-0.03047 fps:380.8 +frame:2.30e+05 wall_t:604 t:14375 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:2.867 +2026-01-30 22:09:55 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:27.81 total_reward_ma:19.94 loss:-0.03047 fps:395.4 +frame:2.40e+05 wall_t:607 t:15000 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:2.867 +2026-01-30 22:09:58 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:29.46 total_reward_ma:20.33 loss:-0.03047 fps:410.5 +frame:2.50e+05 wall_t:609 t:15625 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:2.867 +2026-01-30 22:10:01 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:31.28 total_reward_ma:20.77 loss:-0.03047 fps:424.8 +frame:2.60e+05 wall_t:612 t:16250 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:2.867 +2026-01-30 22:11:18 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:31.28 total_reward_ma:21.18 loss:-0.02539 fps:391.9 +frame:2.70e+05 wall_t:689 t:16875 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:2.855 +2026-01-30 22:11:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:33.47 total_reward_ma:21.63 loss:-0.02539 fps:404.6 +frame:2.80e+05 wall_t:692 t:17500 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:2.855 +2026-01-30 22:11:24 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:35.69 total_reward_ma:22.13 loss:-0.02539 fps:417.3 +frame:2.90e+05 wall_t:695 t:18125 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:2.855 +2026-01-30 22:12:40 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:35.69 total_reward_ma:22.60 loss:-0.03909 fps:389.1 +frame:3.00e+05 wall_t:771 t:18750 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:2.837 +2026-01-30 22:12:43 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:37.54 total_reward_ma:23.10 loss:-0.03909 fps:400.5 +frame:3.10e+05 wall_t:774 t:19375 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:2.837 +2026-01-30 22:12:46 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:37.54 total_reward_ma:23.56 loss:-0.03909 fps:411.8 +frame:3.20e+05 wall_t:777 t:20000 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:2.837 +2026-01-30 22:14:00 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:38.89 total_reward_ma:24.04 loss:-0.04677 fps:387.8 +frame:3.30e+05 wall_t:851 t:20625 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.829 +2026-01-30 22:14:03 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:40.00 total_reward_ma:24.53 loss:-0.04677 fps:398.1 +frame:3.40e+05 wall_t:854 t:21250 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.829 +2026-01-30 22:14:06 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:40.00 total_reward_ma:24.98 loss:-0.04677 fps:408.4 +frame:3.50e+05 wall_t:857 t:21875 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.829 +2026-01-30 22:14:09 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:41.84 total_reward_ma:25.46 loss:-0.04677 fps:418.6 +frame:3.60e+05 wall_t:860 t:22500 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:2.829 +2026-01-30 22:15:24 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:42.55 total_reward_ma:25.94 loss:-0.05098 fps:395.7 +frame:3.70e+05 wall_t:935 t:23125 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:2.805 +2026-01-30 22:15:26 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:42.55 total_reward_ma:26.39 loss:-0.05098 fps:405.5 +frame:3.80e+05 wall_t:937 t:23750 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:2.805 +2026-01-30 22:15:29 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:43.30 total_reward_ma:26.83 loss:-0.05098 fps:414.9 +frame:3.90e+05 wall_t:940 t:24375 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:2.805 +2026-01-30 22:16:44 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:43.30 total_reward_ma:27.25 loss:-0.05832 fps:394.1 +frame:4.00e+05 wall_t:1015 t:25000 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:2.775 +2026-01-30 22:16:46 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:44.14 total_reward_ma:27.68 loss:-0.05832 fps:402.8 +frame:4.10e+05 wall_t:1018 t:25625 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:2.775 +2026-01-30 22:16:49 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:44.68 total_reward_ma:28.09 loss:-0.05832 fps:411.8 +frame:4.20e+05 wall_t:1020 t:26250 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:2.775 +2026-01-30 22:18:03 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:44.68 total_reward_ma:28.49 loss:-0.06409 fps:393.1 +frame:4.30e+05 wall_t:1094 t:26875 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:2.754 +2026-01-30 22:18:06 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:45.84 total_reward_ma:28.89 loss:-0.06409 fps:401.1 +frame:4.40e+05 wall_t:1097 t:27500 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:2.754 +2026-01-30 22:18:09 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:45.93 total_reward_ma:29.28 loss:-0.06409 fps:409.1 +frame:4.50e+05 wall_t:1100 t:28125 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:2.754 +2026-01-30 22:19:24 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:45.93 total_reward_ma:29.65 loss:-0.06506 fps:391.5 +frame:4.60e+05 wall_t:1175 t:28750 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.748 +2026-01-30 22:19:27 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:46.36 total_reward_ma:30.01 loss:-0.06506 fps:399 +frame:4.70e+05 wall_t:1178 t:29375 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.748 +2026-01-30 22:19:30 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:46.36 total_reward_ma:30.36 loss:-0.06506 fps:406.4 +frame:4.80e+05 wall_t:1181 t:30000 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.748 +2026-01-30 22:19:33 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:47.22 total_reward_ma:30.71 loss:-0.06506 fps:413.9 +frame:4.90e+05 wall_t:1184 t:30625 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:2.748 +2026-01-30 22:20:47 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:47.35 total_reward_ma:31.05 loss:-0.06491 fps:397.5 +frame:5.00e+05 wall_t:1258 t:31250 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:2.728 +2026-01-30 22:20:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:47.35 total_reward_ma:31.38 loss:-0.06491 fps:404.4 +frame:5.10e+05 wall_t:1261 t:31875 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:2.728 +2026-01-30 22:20:53 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:48.04 total_reward_ma:31.70 loss:-0.06491 fps:411.4 +frame:5.20e+05 wall_t:1264 t:32500 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:2.728 +2026-01-30 22:22:07 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:48.43 total_reward_ma:32.02 loss:-0.06444 fps:396.1 +frame:5.30e+05 wall_t:1338 t:33125 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:2.709 +2026-01-30 22:22:10 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:48.43 total_reward_ma:32.33 loss:-0.06444 fps:402.7 +frame:5.40e+05 wall_t:1341 t:33750 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:2.709 +2026-01-30 22:22:13 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:49.11 total_reward_ma:32.64 loss:-0.06444 fps:409.2 +frame:5.50e+05 wall_t:1344 t:34375 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:2.709 +2026-01-30 22:23:28 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:49.11 total_reward_ma:32.94 loss:-0.06487 fps:394.6 +frame:5.60e+05 wall_t:1419 t:35000 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:2.698 +2026-01-30 22:23:31 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:49.90 total_reward_ma:33.25 loss:-0.06487 fps:400.8 +frame:5.70e+05 wall_t:1422 t:35625 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:2.698 +2026-01-30 22:23:34 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:50.40 total_reward_ma:33.55 loss:-0.06487 fps:407 +frame:5.80e+05 wall_t:1425 t:36250 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:2.698 +2026-01-30 22:24:49 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:50.40 total_reward_ma:33.84 loss:-0.06273 fps:393.3 +frame:5.90e+05 wall_t:1500 t:36875 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.691 +2026-01-30 22:24:52 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:50.76 total_reward_ma:34.12 loss:-0.06273 fps:399.2 +frame:6.00e+05 wall_t:1503 t:37500 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.691 +2026-01-30 22:24:55 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:51.35 total_reward_ma:34.41 loss:-0.06273 fps:404.8 +frame:6.10e+05 wall_t:1507 t:38125 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.691 +2026-01-30 22:24:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:51.35 total_reward_ma:34.69 loss:-0.06273 fps:410.6 +frame:6.20e+05 wall_t:1510 t:38750 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:2.691 +2026-01-30 22:26:12 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:51.90 total_reward_ma:34.97 loss:-0.06486 fps:398 +frame:6.30e+05 wall_t:1583 t:39375 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:2.672 +2026-01-30 22:26:15 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:51.90 total_reward_ma:35.24 loss:-0.06486 fps:403.5 +frame:6.40e+05 wall_t:1586 t:40000 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:2.672 +2026-01-30 22:26:18 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:52.64 total_reward_ma:35.51 loss:-0.06486 fps:409.1 +frame:6.50e+05 wall_t:1589 t:40625 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:2.672 +2026-01-30 22:27:32 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:53.39 total_reward_ma:35.78 loss:-0.06168 fps:396.9 +frame:6.60e+05 wall_t:1663 t:41250 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:2.651 +2026-01-30 22:27:35 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:53.39 total_reward_ma:36.05 loss:-0.06168 fps:402.2 +frame:6.70e+05 wall_t:1666 t:41875 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:2.651 +2026-01-30 22:27:38 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:54.25 total_reward_ma:36.32 loss:-0.06168 fps:407.4 +frame:6.80e+05 wall_t:1669 t:42500 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:2.651 +2026-01-30 22:28:52 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:55.00 total_reward_ma:36.60 loss:-0.05918 fps:395.9 +frame:6.90e+05 wall_t:1743 t:43125 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.627 +2026-01-30 22:28:55 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:55.00 total_reward_ma:36.86 loss:-0.05918 fps:400.9 +frame:7.00e+05 wall_t:1746 t:43750 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.627 +2026-01-30 22:28:58 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:56.11 total_reward_ma:37.14 loss:-0.05918 fps:405.9 +frame:7.10e+05 wall_t:1749 t:44375 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.627 +2026-01-30 22:29:02 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:56.11 total_reward_ma:37.40 loss:-0.05918 fps:410.7 +frame:7.20e+05 wall_t:1753 t:45000 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:2.627 +2026-01-30 22:30:15 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:56.18 total_reward_ma:37.67 loss:-0.05463 fps:399.8 +frame:7.30e+05 wall_t:1826 t:45625 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:2.621 +2026-01-30 22:30:18 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:57.56 total_reward_ma:37.94 loss:-0.05463 fps:404.6 +frame:7.40e+05 wall_t:1829 t:46250 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:2.621 +2026-01-30 22:30:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:57.56 total_reward_ma:38.20 loss:-0.05463 fps:409.4 +frame:7.50e+05 wall_t:1832 t:46875 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:2.621 +2026-01-30 22:31:35 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:58.03 total_reward_ma:38.47 loss:-0.05469 fps:398.7 +frame:7.60e+05 wall_t:1906 t:47500 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:2.611 +2026-01-30 22:31:38 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:59.26 total_reward_ma:38.74 loss:-0.05469 fps:403.4 +frame:7.70e+05 wall_t:1909 t:48125 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:2.611 +2026-01-30 22:31:41 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:59.26 total_reward_ma:39.01 loss:-0.05469 fps:407.9 +frame:7.80e+05 wall_t:1912 t:48750 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:2.611 +2026-01-30 22:32:55 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:60.08 total_reward_ma:39.28 loss:-0.05884 fps:397.8 +frame:7.90e+05 wall_t:1986 t:49375 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:2.609 +2026-01-30 22:32:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:60.08 total_reward_ma:39.54 loss:-0.05884 fps:402 +frame:8.00e+05 wall_t:1990 t:50000 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:2.609 +2026-01-30 22:33:02 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:60.45 total_reward_ma:39.80 loss:-0.05884 fps:406.4 +frame:8.10e+05 wall_t:1993 t:50625 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:2.609 +2026-01-30 22:34:17 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:61.83 total_reward_ma:40.07 loss:-0.05864 fps:396.5 +frame:8.20e+05 wall_t:2068 t:51250 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.589 +2026-01-30 22:34:20 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:61.83 total_reward_ma:40.34 loss:-0.05864 fps:400.8 +frame:8.30e+05 wall_t:2071 t:51875 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.589 +2026-01-30 22:34:23 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:62.70 total_reward_ma:40.61 loss:-0.05864 fps:405 +frame:8.40e+05 wall_t:2074 t:52500 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.589 +2026-01-30 22:34:26 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:63.69 total_reward_ma:40.88 loss:-0.05864 fps:409.2 +frame:8.50e+05 wall_t:2077 t:53125 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:2.589 +2026-01-30 22:35:44 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:63.69 total_reward_ma:41.15 loss:-0.05772 fps:399.1 +frame:8.60e+05 wall_t:2155 t:53750 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:2.56 +2026-01-30 22:35:47 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:64.96 total_reward_ma:41.43 loss:-0.05772 fps:403.2 +frame:8.70e+05 wall_t:2158 t:54375 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:2.56 +2026-01-30 22:35:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:64.96 total_reward_ma:41.70 loss:-0.05772 fps:407.2 +frame:8.80e+05 wall_t:2161 t:55000 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:2.56 +2026-01-30 22:37:05 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:66.23 total_reward_ma:41.98 loss:-0.05708 fps:398 +frame:8.90e+05 wall_t:2236 t:55625 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:2.545 +2026-01-30 22:37:08 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:68.20 total_reward_ma:42.27 loss:-0.05708 fps:402 +frame:9.00e+05 wall_t:2239 t:56250 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:2.545 +2026-01-30 22:37:11 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:68.20 total_reward_ma:42.56 loss:-0.05708 fps:405.9 +frame:9.10e+05 wall_t:2242 t:56875 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:2.545 +2026-01-30 22:38:26 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:70.85 total_reward_ma:42.87 loss:-0.05046 fps:397.1 +frame:9.20e+05 wall_t:2317 t:57500 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.514 +2026-01-30 22:38:29 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:74.54 total_reward_ma:43.22 loss:-0.05046 fps:400.9 +frame:9.30e+05 wall_t:2320 t:58125 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.514 +2026-01-30 22:38:32 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:74.54 total_reward_ma:43.55 loss:-0.05046 fps:404.6 +frame:9.40e+05 wall_t:2323 t:58750 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.514 +2026-01-30 22:38:35 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:77.24 total_reward_ma:43.91 loss:-0.05046 fps:408.4 +frame:9.50e+05 wall_t:2326 t:59375 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:2.514 +2026-01-30 22:39:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:77.24 total_reward_ma:44.26 loss:-0.04795 fps:399.8 +frame:9.60e+05 wall_t:2401 t:60000 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:2.509 +2026-01-30 22:39:53 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:82.17 total_reward_ma:44.66 loss:-0.04795 fps:403.5 +frame:9.70e+05 wall_t:2404 t:60625 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:2.509 +2026-01-30 22:39:56 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:87.65 total_reward_ma:45.10 loss:-0.04795 fps:407.1 +frame:9.80e+05 wall_t:2407 t:61250 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:2.509 +2026-01-30 22:41:10 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:87.65 total_reward_ma:45.53 loss:-0.04471 fps:399 +frame:9.90e+05 wall_t:2481 t:61875 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:2.479 +2026-01-30 22:41:13 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:93.08 total_reward_ma:46.01 loss:-0.04471 fps:402.6 +frame:1.00e+06 wall_t:2484 t:62500 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:2.479 +2026-01-30 22:41:16 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:97.57 total_reward_ma:46.53 loss:-0.04471 fps:406.1 +frame:1.01e+06 wall_t:2487 t:63125 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:2.479 +2026-01-30 22:42:31 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:97.57 total_reward_ma:47.36 loss:-0.04563 fps:398.1 +frame:1.02e+06 wall_t:2562 t:63750 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:2.452 +2026-01-30 22:42:34 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:102.01 total_reward_ma:48.24 loss:-0.04563 fps:401.6 +frame:1.03e+06 wall_t:2565 t:64375 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:2.452 +2026-01-30 22:42:37 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:102.01 total_reward_ma:49.14 loss:-0.04563 fps:405 +frame:1.04e+06 wall_t:2568 t:65000 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:2.452 +2026-01-30 22:43:51 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:106.10 total_reward_ma:50.05 loss:-0.04953 fps:397.4 +frame:1.05e+06 wall_t:2642 t:65625 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.436 +2026-01-30 22:43:55 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:109.04 total_reward_ma:51.00 loss:-0.04953 fps:400.6 +frame:1.06e+06 wall_t:2646 t:66250 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.436 +2026-01-30 22:43:58 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:109.04 total_reward_ma:51.94 loss:-0.04953 fps:403.9 +frame:1.07e+06 wall_t:2649 t:66875 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.436 +2026-01-30 22:44:01 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:110.68 total_reward_ma:52.90 loss:-0.04953 fps:407.2 +frame:1.08e+06 wall_t:2652 t:67500 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:2.436 +2026-01-30 22:45:15 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:113.55 total_reward_ma:53.88 loss:-0.05217 fps:399.9 +frame:1.09e+06 wall_t:2726 t:68125 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:2.418 +2026-01-30 22:45:18 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:113.55 total_reward_ma:54.84 loss:-0.05217 fps:403.1 +frame:1.10e+06 wall_t:2729 t:68750 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:2.418 +2026-01-30 22:45:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:115.95 total_reward_ma:55.84 loss:-0.05217 fps:406.3 +frame:1.11e+06 wall_t:2732 t:69375 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:2.418 +2026-01-30 22:46:35 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:115.95 total_reward_ma:56.81 loss:-0.05229 fps:399.1 +frame:1.12e+06 wall_t:2806 t:70000 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:2.406 +2026-01-30 22:46:38 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:117.63 total_reward_ma:57.78 loss:-0.05229 fps:402.3 +frame:1.13e+06 wall_t:2809 t:70625 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:2.406 +2026-01-30 22:46:41 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:119.81 total_reward_ma:58.78 loss:-0.05229 fps:405.4 +frame:1.14e+06 wall_t:2812 t:71250 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:2.406 +2026-01-30 22:47:55 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:119.81 total_reward_ma:59.76 loss:-0.05274 fps:398.5 +frame:1.15e+06 wall_t:2886 t:71875 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:2.363 +2026-01-30 22:47:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:121.54 total_reward_ma:60.75 loss:-0.05274 fps:401.4 +frame:1.16e+06 wall_t:2890 t:72500 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:2.363 +2026-01-30 22:48:02 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.26 total_reward_ma:61.74 loss:-0.05274 fps:404.4 +frame:1.17e+06 wall_t:2893 t:73125 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:2.363 +2026-01-30 22:49:17 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.26 total_reward_ma:62.72 loss:-0.0546 fps:397.6 +frame:1.18e+06 wall_t:2968 t:73750 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.351 +2026-01-30 22:49:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.84 total_reward_ma:63.71 loss:-0.0546 fps:400.4 +frame:1.19e+06 wall_t:2972 t:74375 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.351 +2026-01-30 22:49:24 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.84 total_reward_ma:64.68 loss:-0.0546 fps:403.4 +frame:1.20e+06 wall_t:2975 t:75000 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.351 +2026-01-30 22:49:27 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.32 total_reward_ma:65.65 loss:-0.0546 fps:406.3 +frame:1.21e+06 wall_t:2978 t:75625 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:2.351 +2026-01-30 22:50:44 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.64 total_reward_ma:66.62 loss:-0.05466 fps:399.3 +frame:1.22e+06 wall_t:3055 t:76250 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:2.338 +2026-01-30 22:50:47 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.64 total_reward_ma:67.57 loss:-0.05466 fps:402.2 +frame:1.23e+06 wall_t:3058 t:76875 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:2.338 +2026-01-30 22:50:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.94 total_reward_ma:68.52 loss:-0.05466 fps:405.1 +frame:1.24e+06 wall_t:3061 t:77500 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:2.338 +2026-01-30 22:52:05 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.55 total_reward_ma:69.47 loss:-0.05603 fps:398.6 +frame:1.25e+06 wall_t:3136 t:78125 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:2.331 +2026-01-30 22:52:08 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.55 total_reward_ma:70.39 loss:-0.05603 fps:401.4 +frame:1.26e+06 wall_t:3139 t:78750 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:2.331 +2026-01-30 22:52:11 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.79 total_reward_ma:71.31 loss:-0.05603 fps:404.2 +frame:1.27e+06 wall_t:3142 t:79375 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:2.331 +2026-01-30 22:53:25 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.79 total_reward_ma:72.22 loss:-0.05705 fps:398 +frame:1.28e+06 wall_t:3216 t:80000 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.316 +2026-01-30 22:53:29 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:124.39 total_reward_ma:73.10 loss:-0.05705 fps:400.6 +frame:1.29e+06 wall_t:3220 t:80625 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.316 +2026-01-30 22:53:32 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:124.42 total_reward_ma:73.99 loss:-0.05705 fps:403.4 +frame:1.30e+06 wall_t:3223 t:81250 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.316 +2026-01-30 22:53:35 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:124.42 total_reward_ma:74.86 loss:-0.05705 fps:405.9 +frame:1.31e+06 wall_t:3227 t:81875 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:2.316 +2026-01-30 22:54:49 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:124.95 total_reward_ma:75.73 loss:-0.06002 fps:400 +frame:1.32e+06 wall_t:3300 t:82500 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:2.321 +2026-01-30 22:54:52 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.05 total_reward_ma:76.58 loss:-0.06002 fps:402.7 +frame:1.33e+06 wall_t:3303 t:83125 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:2.321 +2026-01-30 22:54:56 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.05 total_reward_ma:77.41 loss:-0.06002 fps:405.2 +frame:1.34e+06 wall_t:3307 t:83750 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:2.321 +2026-01-30 22:56:09 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:121.31 total_reward_ma:78.22 loss:-0.05899 fps:399.3 +frame:1.35e+06 wall_t:3381 t:84375 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:2.371 +2026-01-30 22:56:13 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:121.31 total_reward_ma:79.01 loss:-0.05899 fps:401.9 +frame:1.36e+06 wall_t:3384 t:85000 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:2.371 +2026-01-30 22:56:16 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:117.79 total_reward_ma:79.77 loss:-0.05899 fps:404.5 +frame:1.37e+06 wall_t:3387 t:85625 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:2.371 +2026-01-30 22:57:31 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:114.80 total_reward_ma:80.49 loss:-0.06109 fps:398.6 +frame:1.38e+06 wall_t:3462 t:86250 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:2.411 +2026-01-30 22:57:34 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:114.80 total_reward_ma:81.20 loss:-0.06109 fps:401.2 +frame:1.39e+06 wall_t:3465 t:86875 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:2.411 +2026-01-30 22:57:37 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:109.51 total_reward_ma:81.87 loss:-0.06109 fps:403.6 +frame:1.40e+06 wall_t:3469 t:87500 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:2.411 +2026-01-30 22:58:52 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:103.67 total_reward_ma:82.46 loss:-0.0609 fps:398 +frame:1.41e+06 wall_t:3543 t:88125 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.448 +2026-01-30 22:58:55 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:103.67 total_reward_ma:83.05 loss:-0.0609 fps:400.5 +frame:1.42e+06 wall_t:3546 t:88750 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.448 +2026-01-30 22:58:58 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:98.24 total_reward_ma:83.59 loss:-0.0609 fps:402.8 +frame:1.43e+06 wall_t:3550 t:89375 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.448 +2026-01-30 22:59:02 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:98.24 total_reward_ma:84.11 loss:-0.0609 fps:405.3 +frame:1.44e+06 wall_t:3553 t:90000 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:2.448 +2026-01-30 23:00:15 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:93.57 total_reward_ma:84.59 loss:-0.06107 fps:399.8 +frame:1.45e+06 wall_t:3627 t:90625 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:2.484 +2026-01-30 23:00:19 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:89.90 total_reward_ma:85.03 loss:-0.06107 fps:402.2 +frame:1.46e+06 wall_t:3630 t:91250 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:2.484 +2026-01-30 23:00:22 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:89.90 total_reward_ma:85.46 loss:-0.06107 fps:404.6 +frame:1.47e+06 wall_t:3633 t:91875 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:2.484 +2026-01-30 23:01:37 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:86.82 total_reward_ma:85.87 loss:-0.06101 fps:399.1 +frame:1.48e+06 wall_t:3708 t:92500 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:2.498 +2026-01-30 23:01:40 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:85.47 total_reward_ma:86.25 loss:-0.06101 fps:401.5 +frame:1.49e+06 wall_t:3711 t:93125 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:2.498 +2026-01-30 23:01:44 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:85.47 total_reward_ma:86.63 loss:-0.06101 fps:403.8 +frame:1.50e+06 wall_t:3715 t:93750 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:2.498 +2026-01-30 23:02:58 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:84.98 total_reward_ma:87.01 loss:-0.0616 fps:398.5 +frame:1.51e+06 wall_t:3789 t:94375 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.513 +2026-01-30 23:03:01 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:84.98 total_reward_ma:87.38 loss:-0.0616 fps:400.8 +frame:1.52e+06 wall_t:3792 t:95000 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.513 +2026-01-30 23:03:05 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:85.04 total_reward_ma:87.74 loss:-0.0616 fps:403.1 +frame:1.53e+06 wall_t:3796 t:95625 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.513 +2026-01-30 23:03:08 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:84.55 total_reward_ma:88.10 loss:-0.0616 fps:405.4 +frame:1.54e+06 wall_t:3799 t:96250 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:2.513 +2026-01-30 23:04:22 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:84.55 total_reward_ma:88.46 loss:-0.06171 fps:400.2 +frame:1.55e+06 wall_t:3873 t:96875 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:2.531 +2026-01-30 23:04:26 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:86.65 total_reward_ma:88.83 loss:-0.06171 fps:402.4 +frame:1.56e+06 wall_t:3877 t:97500 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:2.531 +2026-01-30 23:04:29 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:88.08 total_reward_ma:89.21 loss:-0.06171 fps:404.6 +frame:1.57e+06 wall_t:3880 t:98125 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:2.531 +2026-01-30 23:05:45 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:88.08 total_reward_ma:89.59 loss:-0.06014 fps:399.4 +frame:1.58e+06 wall_t:3956 t:98750 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:2.528 +2026-01-30 23:05:49 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:89.71 total_reward_ma:89.98 loss:-0.06014 fps:401.5 +frame:1.59e+06 wall_t:3960 t:99375 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:2.528 +2026-01-30 23:05:52 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:89.71 total_reward_ma:90.37 loss:-0.06014 fps:403.7 +frame:1.60e+06 wall_t:3963 t:100000 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:2.528 +2026-01-30 23:07:07 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:91.02 total_reward_ma:90.77 loss:-0.06094 fps:398.7 +frame:1.61e+06 wall_t:4038 t:100625 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:2.521 +2026-01-30 23:07:10 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:93.73 total_reward_ma:91.19 loss:-0.06094 fps:400.9 +frame:1.62e+06 wall_t:4041 t:101250 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:2.521 +2026-01-30 23:07:13 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:93.73 total_reward_ma:91.61 loss:-0.06094 fps:403.1 +frame:1.63e+06 wall_t:4044 t:101875 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:2.521 +2026-01-30 23:08:28 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:95.74 total_reward_ma:92.05 loss:-0.06051 fps:398.2 +frame:1.64e+06 wall_t:4119 t:102500 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:2.519 +2026-01-30 23:08:31 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:97.65 total_reward_ma:92.50 loss:-0.06051 fps:400.3 +frame:1.65e+06 wall_t:4122 t:103125 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:2.519 +2026-01-30 23:08:35 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:97.65 total_reward_ma:92.94 loss:-0.06051 fps:402.3 +frame:1.66e+06 wall_t:4126 t:103750 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:2.519 +2026-01-30 23:08:38 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:99.53 total_reward_ma:93.41 loss:-0.06051 fps:404.5 +frame:1.67e+06 wall_t:4129 t:104375 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:2.519 +2026-01-30 23:09:51 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:99.53 total_reward_ma:93.86 loss:-0.05764 fps:399.8 +frame:1.68e+06 wall_t:4202 t:105000 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:2.508 +2026-01-30 23:09:55 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:103.18 total_reward_ma:94.34 loss:-0.05764 fps:401.8 +frame:1.69e+06 wall_t:4206 t:105625 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:2.508 +2026-01-30 23:09:58 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:105.42 total_reward_ma:94.84 loss:-0.05764 fps:403.9 +frame:1.70e+06 wall_t:4209 t:106250 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:2.508 +2026-01-30 23:11:12 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:105.42 total_reward_ma:95.34 loss:-0.05705 fps:399.3 +frame:1.71e+06 wall_t:4283 t:106875 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:2.48 +2026-01-30 23:11:16 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:107.97 total_reward_ma:95.86 loss:-0.05705 fps:401.2 +frame:1.72e+06 wall_t:4287 t:107500 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:2.48 +2026-01-30 23:11:19 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:110.29 total_reward_ma:96.40 loss:-0.05705 fps:403.3 +frame:1.73e+06 wall_t:4290 t:108125 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:2.48 +2026-01-30 23:12:32 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:110.29 total_reward_ma:96.92 loss:-0.05741 fps:398.7 +frame:1.74e+06 wall_t:4364 t:108750 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:2.458 +2026-01-30 23:12:36 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:113.07 total_reward_ma:97.48 loss:-0.05741 fps:400.7 +frame:1.75e+06 wall_t:4367 t:109375 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:2.458 +2026-01-30 23:12:39 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:113.07 total_reward_ma:98.03 loss:-0.05741 fps:402.7 +frame:1.76e+06 wall_t:4370 t:110000 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:2.458 +2026-01-30 23:13:53 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:115.10 total_reward_ma:98.59 loss:-0.05588 fps:398.3 +frame:1.77e+06 wall_t:4444 t:110625 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:2.432 +2026-01-30 23:13:56 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:116.49 total_reward_ma:99.16 loss:-0.05588 fps:400.3 +frame:1.78e+06 wall_t:4447 t:111250 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:2.432 +2026-01-30 23:13:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:116.49 total_reward_ma:99.72 loss:-0.05588 fps:402.2 +frame:1.79e+06 wall_t:4450 t:111875 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:2.432 +2026-01-30 23:14:03 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:119.56 total_reward_ma:100.32 loss:-0.05588 fps:404.1 +frame:1.80e+06 wall_t:4454 t:112500 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:2.432 +2026-01-30 23:15:16 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.05 total_reward_ma:100.94 loss:-0.05402 fps:399.8 +frame:1.81e+06 wall_t:4527 t:113125 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:2.403 +2026-01-30 23:15:19 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.05 total_reward_ma:101.54 loss:-0.05402 fps:401.8 +frame:1.82e+06 wall_t:4530 t:113750 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:2.403 +2026-01-30 23:15:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:124.55 total_reward_ma:102.16 loss:-0.05402 fps:403.7 +frame:1.83e+06 wall_t:4533 t:114375 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:2.403 +2026-01-30 23:16:36 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:124.55 total_reward_ma:102.78 loss:-0.05488 fps:399.4 +frame:1.84e+06 wall_t:4607 t:115000 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:2.374 +2026-01-30 23:16:38 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.40 total_reward_ma:103.41 loss:-0.05488 fps:401.4 +frame:1.85e+06 wall_t:4609 t:115625 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:2.374 +2026-01-30 23:16:41 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.23 total_reward_ma:104.06 loss:-0.05488 fps:403.2 +frame:1.86e+06 wall_t:4613 t:116250 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:2.374 +2026-01-30 23:17:55 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.23 total_reward_ma:104.69 loss:-0.05276 fps:399.1 +frame:1.87e+06 wall_t:4686 t:116875 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:2.352 +2026-01-30 23:17:58 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:129.00 total_reward_ma:105.33 loss:-0.05276 fps:400.9 +frame:1.88e+06 wall_t:4689 t:117500 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:2.352 +2026-01-30 23:18:02 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.92 total_reward_ma:105.96 loss:-0.05276 fps:402.7 +frame:1.89e+06 wall_t:4693 t:118125 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:2.352 +2026-01-30 23:18:05 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.92 total_reward_ma:106.56 loss:-0.05276 fps:404.6 +frame:1.90e+06 wall_t:4696 t:118750 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:2.352 +2026-01-30 23:19:19 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:129.13 total_reward_ma:107.17 loss:-0.05453 fps:400.4 +frame:1.91e+06 wall_t:4770 t:119375 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:2.328 +2026-01-30 23:19:22 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:129.13 total_reward_ma:107.76 loss:-0.05453 fps:402.3 +frame:1.92e+06 wall_t:4773 t:120000 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:2.328 +2026-01-30 23:19:25 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:130.15 total_reward_ma:108.31 loss:-0.05453 fps:404 +frame:1.93e+06 wall_t:4777 t:120625 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:2.328 +2026-01-30 23:20:38 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.05 total_reward_ma:108.88 loss:-0.05189 fps:400.1 +frame:1.94e+06 wall_t:4849 t:121250 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:2.306 +2026-01-30 23:20:41 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.05 total_reward_ma:109.41 loss:-0.05189 fps:401.9 +frame:1.95e+06 wall_t:4852 t:121875 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:2.306 +2026-01-30 23:20:44 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.11 total_reward_ma:109.95 loss:-0.05189 fps:403.7 +frame:1.96e+06 wall_t:4855 t:122500 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:2.306 +2026-01-30 23:21:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.39 total_reward_ma:110.45 loss:-0.05344 fps:399.6 +frame:1.97e+06 wall_t:4930 t:123125 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:2.285 +2026-01-30 23:22:03 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.39 total_reward_ma:110.88 loss:-0.05344 fps:401.3 +frame:1.98e+06 wall_t:4934 t:123750 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:2.285 +2026-01-30 23:22:06 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.66 total_reward_ma:111.32 loss:-0.05344 fps:403.1 +frame:1.99e+06 wall_t:4937 t:124375 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:2.285 +2026-01-30 23:23:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.66 total_reward_ma:111.71 loss:-0.05461 fps:399 +frame:2.00e+06 wall_t:5012 t:125000 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.272 +2026-01-30 23:23:23 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:132.39 total_reward_ma:112.06 loss:-0.05461 fps:400.8 +frame:2.01e+06 wall_t:5015 t:125625 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.272 +2026-01-30 23:23:27 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:132.25 total_reward_ma:112.40 loss:-0.05461 fps:402.6 +frame:2.02e+06 wall_t:5018 t:126250 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.272 +2026-01-30 23:23:30 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:132.25 total_reward_ma:112.71 loss:-0.05461 fps:404.3 +frame:2.03e+06 wall_t:5021 t:126875 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.272 +2026-01-30 23:24:45 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:132.21 total_reward_ma:113.01 loss:-0.05286 fps:400.3 +frame:2.04e+06 wall_t:5096 t:127500 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:2.266 +2026-01-30 23:24:48 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:132.21 total_reward_ma:113.27 loss:-0.05286 fps:402 +frame:2.05e+06 wall_t:5099 t:128125 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:2.266 +2026-01-30 23:24:51 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:132.45 total_reward_ma:113.50 loss:-0.05286 fps:403.8 +frame:2.06e+06 wall_t:5102 t:128750 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:2.266 +2026-01-30 23:26:07 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:133.05 total_reward_ma:113.74 loss:-0.05287 fps:399.8 +frame:2.07e+06 wall_t:5178 t:129375 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:2.263 +2026-01-30 23:26:09 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:133.05 total_reward_ma:113.97 loss:-0.05287 fps:401.5 +frame:2.08e+06 wall_t:5180 t:130000 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:2.263 +2026-01-30 23:26:12 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:134.34 total_reward_ma:114.17 loss:-0.05287 fps:403.2 +frame:2.09e+06 wall_t:5183 t:130625 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:2.263 +2026-01-30 23:27:29 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:135.00 total_reward_ma:114.39 loss:-0.05275 fps:399.2 +frame:2.10e+06 wall_t:5260 t:131250 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:2.235 +2026-01-30 23:27:32 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:135.00 total_reward_ma:114.58 loss:-0.05275 fps:400.9 +frame:2.11e+06 wall_t:5263 t:131875 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:2.235 +2026-01-30 23:27:35 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:135.43 total_reward_ma:114.77 loss:-0.05275 fps:402.6 +frame:2.12e+06 wall_t:5266 t:132500 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:2.235 +2026-01-30 23:28:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:135.43 total_reward_ma:114.95 loss:-0.05398 fps:398.8 +frame:2.13e+06 wall_t:5341 t:133125 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.24 +2026-01-30 23:28:53 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:135.23 total_reward_ma:115.11 loss:-0.05398 fps:400.4 +frame:2.14e+06 wall_t:5344 t:133750 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.24 +2026-01-30 23:28:56 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:134.38 total_reward_ma:115.25 loss:-0.05398 fps:402.1 +frame:2.15e+06 wall_t:5347 t:134375 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.24 +2026-01-30 23:28:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:134.38 total_reward_ma:115.38 loss:-0.05398 fps:403.7 +frame:2.16e+06 wall_t:5350 t:135000 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.24 +2026-01-30 23:30:13 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:133.20 total_reward_ma:115.49 loss:-0.05618 fps:400.1 +frame:2.17e+06 wall_t:5424 t:135625 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:2.307 +2026-01-30 23:30:15 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:130.76 total_reward_ma:115.58 loss:-0.05618 fps:401.8 +frame:2.18e+06 wall_t:5426 t:136250 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:2.307 +2026-01-30 23:30:18 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:130.76 total_reward_ma:115.65 loss:-0.05618 fps:403.4 +frame:2.19e+06 wall_t:5429 t:136875 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:2.307 +2026-01-30 23:31:34 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.45 total_reward_ma:115.71 loss:-0.0581 fps:399.6 +frame:2.20e+06 wall_t:5505 t:137500 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:2.36 +2026-01-30 23:31:36 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.45 total_reward_ma:115.76 loss:-0.0581 fps:401.3 +frame:2.21e+06 wall_t:5507 t:138125 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:2.36 +2026-01-30 23:31:39 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.13 total_reward_ma:115.79 loss:-0.0581 fps:402.9 +frame:2.22e+06 wall_t:5510 t:138750 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:2.36 +2026-01-30 23:32:57 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.76 total_reward_ma:115.79 loss:-0.05973 fps:399 +frame:2.23e+06 wall_t:5589 t:139375 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.402 +2026-01-30 23:33:00 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.76 total_reward_ma:115.80 loss:-0.05973 fps:400.6 +frame:2.24e+06 wall_t:5591 t:140000 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.402 +2026-01-30 23:33:03 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:121.71 total_reward_ma:115.78 loss:-0.05973 fps:402.2 +frame:2.25e+06 wall_t:5594 t:140625 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.402 +2026-01-30 23:33:06 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:119.51 total_reward_ma:115.74 loss:-0.05973 fps:403.8 +frame:2.26e+06 wall_t:5597 t:141250 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.402 +2026-01-30 23:34:23 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:119.51 total_reward_ma:115.69 loss:-0.05977 fps:400.1 +frame:2.27e+06 wall_t:5674 t:141875 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:2.448 +2026-01-30 23:34:26 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:116.62 total_reward_ma:115.62 loss:-0.05977 fps:401.6 +frame:2.28e+06 wall_t:5677 t:142500 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:2.448 +2026-01-30 23:34:28 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:116.62 total_reward_ma:115.55 loss:-0.05977 fps:403.2 +frame:2.29e+06 wall_t:5680 t:143125 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:2.448 +2026-01-30 23:35:44 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:114.76 total_reward_ma:115.45 loss:-0.06057 fps:399.7 +frame:2.30e+06 wall_t:5755 t:143750 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:2.469 +2026-01-30 23:35:47 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:113.53 total_reward_ma:115.34 loss:-0.06057 fps:401.2 +frame:2.31e+06 wall_t:5758 t:144375 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:2.469 +2026-01-30 23:35:49 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:113.53 total_reward_ma:115.23 loss:-0.06057 fps:402.8 +frame:2.32e+06 wall_t:5760 t:145000 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:2.469 +2026-01-30 23:37:05 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:112.12 total_reward_ma:115.12 loss:-0.06083 fps:399.2 +frame:2.33e+06 wall_t:5837 t:145625 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:2.474 +2026-01-30 23:37:09 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:110.76 total_reward_ma:114.99 loss:-0.06083 fps:400.7 +frame:2.34e+06 wall_t:5840 t:146250 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:2.474 +2026-01-30 23:37:12 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:110.76 total_reward_ma:114.89 loss:-0.06083 fps:402.2 +frame:2.35e+06 wall_t:5843 t:146875 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:2.474 +2026-01-30 23:38:27 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:110.43 total_reward_ma:114.78 loss:-0.0595 fps:398.8 +frame:2.36e+06 wall_t:5918 t:147500 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.476 +2026-01-30 23:38:30 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:110.43 total_reward_ma:114.71 loss:-0.0595 fps:400.3 +frame:2.37e+06 wall_t:5921 t:148125 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.476 +2026-01-30 23:38:34 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:111.29 total_reward_ma:114.67 loss:-0.0595 fps:401.7 +frame:2.38e+06 wall_t:5925 t:148750 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.476 +2026-01-30 23:38:37 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:112.07 total_reward_ma:114.64 loss:-0.0595 fps:403.2 +frame:2.39e+06 wall_t:5928 t:149375 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.476 +2026-01-30 23:39:52 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:112.07 total_reward_ma:114.67 loss:-0.05894 fps:399.8 +frame:2.40e+06 wall_t:6003 t:150000 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:2.457 +2026-01-30 23:39:55 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:113.36 total_reward_ma:114.77 loss:-0.05894 fps:401.2 +frame:2.41e+06 wall_t:6007 t:150625 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:2.457 +2026-01-30 23:39:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:113.73 total_reward_ma:114.87 loss:-0.05894 fps:402.7 +frame:2.42e+06 wall_t:6010 t:151250 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:2.457 +2026-01-30 23:41:14 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:113.73 total_reward_ma:115.02 loss:-0.05831 fps:399.3 +frame:2.43e+06 wall_t:6085 t:151875 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:2.467 +2026-01-30 23:41:17 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:115.37 total_reward_ma:115.19 loss:-0.05831 fps:400.8 +frame:2.44e+06 wall_t:6088 t:152500 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:2.467 +2026-01-30 23:41:20 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:115.37 total_reward_ma:115.41 loss:-0.05831 fps:402.2 +frame:2.45e+06 wall_t:6091 t:153125 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:2.467 +2026-01-30 23:42:33 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:117.87 total_reward_ma:115.69 loss:-0.05737 fps:399.1 +frame:2.46e+06 wall_t:6164 t:153750 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.441 +2026-01-30 23:42:37 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:120.72 total_reward_ma:116.00 loss:-0.05737 fps:400.5 +frame:2.47e+06 wall_t:6168 t:154375 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.441 +2026-01-30 23:42:40 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:120.72 total_reward_ma:116.34 loss:-0.05737 fps:401.9 +frame:2.48e+06 wall_t:6171 t:155000 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.441 +2026-01-30 23:42:43 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.48 total_reward_ma:116.72 loss:-0.05737 fps:403.3 +frame:2.49e+06 wall_t:6174 t:155625 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.441 +2026-01-30 23:43:56 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.10 total_reward_ma:117.12 loss:-0.05464 fps:400.2 +frame:2.50e+06 wall_t:6247 t:156250 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:2.411 +2026-01-30 23:43:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.10 total_reward_ma:117.53 loss:-0.05464 fps:401.6 +frame:2.51e+06 wall_t:6250 t:156875 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:2.411 +2026-01-30 23:44:03 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:130.40 total_reward_ma:117.99 loss:-0.05464 fps:402.9 +frame:2.52e+06 wall_t:6254 t:157500 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:2.411 +2026-01-30 23:45:16 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:130.40 total_reward_ma:118.44 loss:-0.05387 fps:399.9 +frame:2.53e+06 wall_t:6327 t:158125 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:2.39 +2026-01-30 23:45:20 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:134.34 total_reward_ma:118.94 loss:-0.05387 fps:401.2 +frame:2.54e+06 wall_t:6331 t:158750 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:2.39 +2026-01-30 23:45:24 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:137.68 total_reward_ma:119.47 loss:-0.05387 fps:402.5 +frame:2.55e+06 wall_t:6335 t:159375 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:2.39 +2026-01-30 23:46:37 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:137.68 total_reward_ma:119.98 loss:-0.05299 fps:399.5 +frame:2.56e+06 wall_t:6408 t:160000 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:2.361 +2026-01-30 23:46:41 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:139.83 total_reward_ma:120.50 loss:-0.05299 fps:400.8 +frame:2.57e+06 wall_t:6412 t:160625 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:2.361 +2026-01-30 23:46:45 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:141.37 total_reward_ma:121.03 loss:-0.05299 fps:402.1 +frame:2.58e+06 wall_t:6416 t:161250 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:2.361 +2026-01-30 23:47:58 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:141.37 total_reward_ma:121.55 loss:-0.05368 fps:399.1 +frame:2.59e+06 wall_t:6489 t:161875 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.345 +2026-01-30 23:48:01 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:142.69 total_reward_ma:122.08 loss:-0.05368 fps:400.4 +frame:2.60e+06 wall_t:6493 t:162500 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.345 +2026-01-30 23:48:05 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:142.69 total_reward_ma:122.60 loss:-0.05368 fps:401.8 +frame:2.61e+06 wall_t:6496 t:163125 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.345 +2026-01-30 23:48:09 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.12 total_reward_ma:123.09 loss:-0.05368 fps:403.1 +frame:2.62e+06 wall_t:6500 t:163750 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.345 +2026-01-30 23:49:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.30 total_reward_ma:123.59 loss:-0.05405 fps:400.2 +frame:2.63e+06 wall_t:6572 t:164375 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:2.316 +2026-01-30 23:49:25 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.30 total_reward_ma:124.06 loss:-0.05405 fps:401.5 +frame:2.64e+06 wall_t:6576 t:165000 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:2.316 +2026-01-30 23:49:28 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.94 total_reward_ma:124.52 loss:-0.05405 fps:402.8 +frame:2.65e+06 wall_t:6579 t:165625 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:2.316 +2026-01-30 23:50:41 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:144.97 total_reward_ma:125.00 loss:-0.0529 fps:399.9 +frame:2.66e+06 wall_t:6652 t:166250 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:2.277 +2026-01-30 23:50:45 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:144.97 total_reward_ma:125.45 loss:-0.0529 fps:401.1 +frame:2.67e+06 wall_t:6656 t:166875 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:2.277 +2026-01-30 23:50:48 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:146.21 total_reward_ma:125.92 loss:-0.0529 fps:402.4 +frame:2.68e+06 wall_t:6660 t:167500 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:2.277 +2026-01-30 23:52:01 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:146.21 total_reward_ma:126.35 loss:-0.05113 fps:399.6 +frame:2.69e+06 wall_t:6732 t:168125 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:2.26 +2026-01-30 23:52:05 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:146.46 total_reward_ma:126.76 loss:-0.05113 fps:400.8 +frame:2.70e+06 wall_t:6736 t:168750 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:2.26 +2026-01-30 23:52:08 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:146.84 total_reward_ma:127.17 loss:-0.05113 fps:402.1 +frame:2.71e+06 wall_t:6739 t:169375 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:2.26 +2026-01-30 23:53:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:146.84 total_reward_ma:127.56 loss:-0.05167 fps:399.3 +frame:2.72e+06 wall_t:6812 t:170000 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.246 +2026-01-30 23:53:25 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:147.16 total_reward_ma:127.93 loss:-0.05167 fps:400.5 +frame:2.73e+06 wall_t:6817 t:170625 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.246 +2026-01-30 23:53:30 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:147.46 total_reward_ma:128.30 loss:-0.05167 fps:401.7 +frame:2.74e+06 wall_t:6821 t:171250 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.246 +2026-01-30 23:53:34 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:147.46 total_reward_ma:128.65 loss:-0.05167 fps:402.9 +frame:2.75e+06 wall_t:6825 t:171875 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.246 +2026-01-30 23:54:49 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:147.07 total_reward_ma:128.99 loss:-0.05136 fps:400 +frame:2.76e+06 wall_t:6900 t:172500 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:2.223 +2026-01-30 23:54:53 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:147.07 total_reward_ma:129.31 loss:-0.05136 fps:401.2 +frame:2.77e+06 wall_t:6904 t:173125 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:2.223 +2026-01-30 23:54:57 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:146.55 total_reward_ma:129.61 loss:-0.05136 fps:402.4 +frame:2.78e+06 wall_t:6908 t:173750 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:2.223 +2026-01-30 23:56:11 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:145.85 total_reward_ma:129.90 loss:-0.05207 fps:399.6 +frame:2.79e+06 wall_t:6982 t:174375 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:2.198 +2026-01-30 23:56:15 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:145.85 total_reward_ma:130.16 loss:-0.05207 fps:400.8 +frame:2.80e+06 wall_t:6986 t:175000 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:2.198 +2026-01-30 23:56:20 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:145.18 total_reward_ma:130.39 loss:-0.05207 fps:401.9 +frame:2.81e+06 wall_t:6991 t:175625 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:2.198 +2026-01-30 23:57:33 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:144.84 total_reward_ma:130.62 loss:-0.05556 fps:399.2 +frame:2.82e+06 wall_t:7064 t:176250 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.228 +2026-01-30 23:57:37 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:144.84 total_reward_ma:130.82 loss:-0.05556 fps:400.4 +frame:2.83e+06 wall_t:7068 t:176875 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.228 +2026-01-30 23:57:41 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:142.99 total_reward_ma:131.01 loss:-0.05556 fps:401.6 +frame:2.84e+06 wall_t:7072 t:177500 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.228 +2026-01-30 23:57:46 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:142.99 total_reward_ma:131.18 loss:-0.05556 fps:402.7 +frame:2.85e+06 wall_t:7077 t:178125 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.228 +2026-01-30 23:58:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:141.64 total_reward_ma:131.31 loss:-0.05578 fps:400 +frame:2.86e+06 wall_t:7150 t:178750 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:2.266 +2026-01-30 23:59:03 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:138.61 total_reward_ma:131.41 loss:-0.05578 fps:401.2 +frame:2.87e+06 wall_t:7154 t:179375 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:2.266 +2026-01-30 23:59:07 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:138.61 total_reward_ma:131.51 loss:-0.05578 fps:402.3 +frame:2.88e+06 wall_t:7158 t:180000 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:2.266 +2026-01-31 00:00:20 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:135.09 total_reward_ma:131.57 loss:-0.05694 fps:399.7 +frame:2.89e+06 wall_t:7231 t:180625 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:2.308 +2026-01-31 00:00:24 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.74 total_reward_ma:131.60 loss:-0.05694 fps:400.8 +frame:2.90e+06 wall_t:7235 t:181250 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:2.308 +2026-01-31 00:00:28 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.74 total_reward_ma:131.63 loss:-0.05694 fps:402 +frame:2.91e+06 wall_t:7239 t:181875 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:2.308 +2026-01-31 00:01:39 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.41 total_reward_ma:131.61 loss:-0.057 fps:399.5 +frame:2.92e+06 wall_t:7310 t:182500 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:2.32 +2026-01-31 00:01:43 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.41 total_reward_ma:131.58 loss:-0.057 fps:400.6 +frame:2.93e+06 wall_t:7314 t:183125 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:2.32 +2026-01-31 00:01:47 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:124.84 total_reward_ma:131.52 loss:-0.057 fps:401.7 +frame:2.94e+06 wall_t:7318 t:183750 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:2.32 +2026-01-31 00:02:58 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.59 total_reward_ma:131.43 loss:-0.05805 fps:399.2 +frame:2.95e+06 wall_t:7389 t:184375 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.359 +2026-01-31 00:03:01 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.59 total_reward_ma:131.35 loss:-0.05805 fps:400.4 +frame:2.96e+06 wall_t:7392 t:185000 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.359 +2026-01-31 00:03:05 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.00 total_reward_ma:131.26 loss:-0.05805 fps:401.6 +frame:2.97e+06 wall_t:7396 t:185625 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.359 +2026-01-31 00:03:09 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.52 total_reward_ma:131.17 loss:-0.05805 fps:402.7 +frame:2.98e+06 wall_t:7400 t:186250 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.359 +2026-01-31 00:04:20 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.52 total_reward_ma:131.07 loss:-0.05765 fps:400.2 +frame:2.99e+06 wall_t:7471 t:186875 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:2.371 +2026-01-31 00:04:24 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.13 total_reward_ma:130.99 loss:-0.05765 fps:401.3 +frame:3.00e+06 wall_t:7475 t:187500 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:2.371 +2026-01-31 00:04:28 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.13 total_reward_ma:130.90 loss:-0.05765 fps:402.5 +frame:3.01e+06 wall_t:7479 t:188125 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:2.371 +2026-01-31 00:05:39 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:124.84 total_reward_ma:130.82 loss:-0.05745 fps:400 +frame:3.02e+06 wall_t:7550 t:188750 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:2.39 +2026-01-31 00:05:43 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.74 total_reward_ma:130.77 loss:-0.05745 fps:401.1 +frame:3.03e+06 wall_t:7554 t:189375 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:2.39 +2026-01-31 00:05:47 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.74 total_reward_ma:130.71 loss:-0.05745 fps:402.2 +frame:3.04e+06 wall_t:7558 t:190000 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:2.39 +2026-01-31 00:06:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.93 total_reward_ma:130.66 loss:-0.05769 fps:399.7 +frame:3.05e+06 wall_t:7630 t:190625 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:2.387 +2026-01-31 00:07:03 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.12 total_reward_ma:130.61 loss:-0.05769 fps:400.8 +frame:3.06e+06 wall_t:7634 t:191250 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:2.387 +2026-01-31 00:07:06 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.12 total_reward_ma:130.55 loss:-0.05769 fps:402 +frame:3.07e+06 wall_t:7637 t:191875 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:2.387 +2026-01-31 00:07:10 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.39 total_reward_ma:130.49 loss:-0.05769 fps:403.1 +frame:3.08e+06 wall_t:7641 t:192500 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:2.387 +2026-01-31 00:08:22 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.39 total_reward_ma:130.42 loss:-0.0569 fps:400.6 +frame:3.09e+06 wall_t:7714 t:193125 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:2.384 +2026-01-31 00:08:26 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.83 total_reward_ma:130.35 loss:-0.0569 fps:401.7 +frame:3.10e+06 wall_t:7717 t:193750 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:2.384 +2026-01-31 00:08:30 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.75 total_reward_ma:130.29 loss:-0.0569 fps:402.8 +frame:3.11e+06 wall_t:7721 t:194375 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:2.384 +2026-01-31 00:09:42 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.75 total_reward_ma:130.22 loss:-0.05583 fps:400.4 +frame:3.12e+06 wall_t:7793 t:195000 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:2.373 +2026-01-31 00:09:46 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.90 total_reward_ma:130.15 loss:-0.05583 fps:401.4 +frame:3.13e+06 wall_t:7797 t:195625 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:2.373 +2026-01-31 00:09:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:129.00 total_reward_ma:130.08 loss:-0.05583 fps:402.5 +frame:3.14e+06 wall_t:7801 t:196250 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:2.373 +2026-01-31 00:11:03 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:129.00 total_reward_ma:130.03 loss:-0.05724 fps:400.1 +frame:3.15e+06 wall_t:7874 t:196875 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:2.362 +2026-01-31 00:11:07 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:129.38 total_reward_ma:129.98 loss:-0.05724 fps:401.1 +frame:3.16e+06 wall_t:7878 t:197500 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:2.362 +2026-01-31 00:11:10 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:129.38 total_reward_ma:129.94 loss:-0.05724 fps:402.2 +frame:3.17e+06 wall_t:7881 t:198125 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:2.362 +2026-01-31 00:12:23 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:129.49 total_reward_ma:129.93 loss:-0.05674 fps:399.8 +frame:3.18e+06 wall_t:7954 t:198750 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:2.369 +2026-01-31 00:12:26 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:129.83 total_reward_ma:129.92 loss:-0.05674 fps:400.9 +frame:3.19e+06 wall_t:7958 t:199375 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:2.369 +2026-01-31 00:12:30 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:129.83 total_reward_ma:129.93 loss:-0.05674 fps:402 +frame:3.20e+06 wall_t:7961 t:200000 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:2.369 +2026-01-31 00:12:34 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:130.07 total_reward_ma:129.95 loss:-0.05674 fps:403 +frame:3.21e+06 wall_t:7965 t:200625 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:2.369 +2026-01-31 00:13:47 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.17 total_reward_ma:130.00 loss:-0.05522 fps:400.6 +frame:3.22e+06 wall_t:8038 t:201250 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:2.362 +2026-01-31 00:13:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:131.17 total_reward_ma:130.07 loss:-0.05522 fps:401.7 +frame:3.23e+06 wall_t:8041 t:201875 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:2.362 +2026-01-31 00:13:54 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:132.13 total_reward_ma:130.16 loss:-0.05522 fps:402.7 +frame:3.24e+06 wall_t:8045 t:202500 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:2.362 +2026-01-31 00:15:07 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:132.13 total_reward_ma:130.26 loss:-0.05448 fps:400.3 +frame:3.25e+06 wall_t:8118 t:203125 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:2.345 +2026-01-31 00:15:11 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:133.39 total_reward_ma:130.40 loss:-0.05448 fps:401.4 +frame:3.26e+06 wall_t:8122 t:203750 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:2.345 +2026-01-31 00:15:15 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:134.81 total_reward_ma:130.55 loss:-0.05448 fps:402.4 +frame:3.27e+06 wall_t:8126 t:204375 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:2.345 +2026-01-31 00:16:28 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:134.81 total_reward_ma:130.74 loss:-0.0529 fps:400 +frame:3.28e+06 wall_t:8199 t:205000 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:2.324 +2026-01-31 00:16:32 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:136.14 total_reward_ma:130.93 loss:-0.0529 fps:401 +frame:3.29e+06 wall_t:8204 t:205625 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:2.324 +2026-01-31 00:16:37 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:138.37 total_reward_ma:131.17 loss:-0.0529 fps:402 +frame:3.30e+06 wall_t:8208 t:206250 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:2.324 +2026-01-31 00:17:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:138.37 total_reward_ma:131.42 loss:-0.05084 fps:399.7 +frame:3.31e+06 wall_t:8281 t:206875 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:2.287 +2026-01-31 00:17:53 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:139.78 total_reward_ma:131.68 loss:-0.05084 fps:400.8 +frame:3.32e+06 wall_t:8284 t:207500 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:2.287 +2026-01-31 00:17:57 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:139.78 total_reward_ma:131.95 loss:-0.05084 fps:401.8 +frame:3.33e+06 wall_t:8288 t:208125 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:2.287 +2026-01-31 00:18:01 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:141.36 total_reward_ma:132.26 loss:-0.05084 fps:402.8 +frame:3.34e+06 wall_t:8292 t:208750 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:2.287 +2026-01-31 00:19:14 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:142.01 total_reward_ma:132.57 loss:-0.04928 fps:400.4 +frame:3.35e+06 wall_t:8366 t:209375 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:2.265 +2026-01-31 00:19:18 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:142.01 total_reward_ma:132.89 loss:-0.04928 fps:401.5 +frame:3.36e+06 wall_t:8369 t:210000 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:2.265 +2026-01-31 00:19:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.53 total_reward_ma:133.22 loss:-0.04928 fps:402.5 +frame:3.37e+06 wall_t:8372 t:210625 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:2.265 +2026-01-31 00:20:36 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.88 total_reward_ma:133.55 loss:-0.05126 fps:400.1 +frame:3.38e+06 wall_t:8447 t:211250 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:2.255 +2026-01-31 00:20:39 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.88 total_reward_ma:133.86 loss:-0.05126 fps:401.2 +frame:3.39e+06 wall_t:8450 t:211875 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:2.255 +2026-01-31 00:20:43 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.52 total_reward_ma:134.18 loss:-0.05126 fps:402.2 +frame:3.40e+06 wall_t:8454 t:212500 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:2.255 +2026-01-31 00:21:59 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.52 total_reward_ma:134.48 loss:-0.05199 fps:399.8 +frame:3.41e+06 wall_t:8530 t:213125 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:2.227 +2026-01-31 00:22:02 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.52 total_reward_ma:134.78 loss:-0.05199 fps:400.8 +frame:3.42e+06 wall_t:8533 t:213750 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:2.227 +2026-01-31 00:22:05 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.21 total_reward_ma:135.07 loss:-0.05199 fps:401.8 +frame:3.43e+06 wall_t:8536 t:214375 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:2.227 +2026-01-31 00:22:08 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.21 total_reward_ma:135.35 loss:-0.05199 fps:402.8 +frame:3.44e+06 wall_t:8540 t:215000 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:2.227 +2026-01-31 00:23:21 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:143.13 total_reward_ma:135.63 loss:-0.0524 fps:400.6 +frame:3.45e+06 wall_t:8612 t:215625 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:2.243 +2026-01-31 00:23:25 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:142.44 total_reward_ma:135.87 loss:-0.0524 fps:401.6 +frame:3.46e+06 wall_t:8616 t:216250 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:2.243 +2026-01-31 00:23:29 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:142.44 total_reward_ma:136.09 loss:-0.0524 fps:402.6 +frame:3.47e+06 wall_t:8620 t:216875 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:2.243 +2026-01-31 00:24:42 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:142.15 total_reward_ma:136.31 loss:-0.05411 fps:400.3 +frame:3.48e+06 wall_t:8693 t:217500 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:2.269 +2026-01-31 00:24:46 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:142.15 total_reward_ma:136.49 loss:-0.05411 fps:401.3 +frame:3.49e+06 wall_t:8697 t:218125 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:2.269 +2026-01-31 00:24:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:140.54 total_reward_ma:136.64 loss:-0.05411 fps:402.3 +frame:3.50e+06 wall_t:8701 t:218750 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:2.269 +2026-01-31 00:26:02 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:138.58 total_reward_ma:136.76 loss:-0.05493 fps:400.1 +frame:3.51e+06 wall_t:8773 t:219375 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:2.315 +2026-01-31 00:26:06 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:138.58 total_reward_ma:136.84 loss:-0.05493 fps:401 +frame:3.52e+06 wall_t:8777 t:220000 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:2.315 +2026-01-31 00:26:10 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:135.83 total_reward_ma:136.90 loss:-0.05493 fps:402 +frame:3.53e+06 wall_t:8781 t:220625 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:2.315 +2026-01-31 00:27:22 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:133.44 total_reward_ma:136.89 loss:-0.05598 fps:399.9 +frame:3.54e+06 wall_t:8853 t:221250 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:2.344 +2026-01-31 00:27:25 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:133.44 total_reward_ma:136.85 loss:-0.05598 fps:400.9 +frame:3.55e+06 wall_t:8856 t:221875 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:2.344 +2026-01-31 00:27:29 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:130.19 total_reward_ma:136.77 loss:-0.05598 fps:401.8 +frame:3.56e+06 wall_t:8860 t:222500 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:2.344 +2026-01-31 00:27:33 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:130.19 total_reward_ma:136.67 loss:-0.05598 fps:402.8 +frame:3.57e+06 wall_t:8864 t:223125 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:2.344 +2026-01-31 00:28:44 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.43 total_reward_ma:136.55 loss:-0.05556 fps:400.7 +frame:3.58e+06 wall_t:8935 t:223750 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:2.358 +2026-01-31 00:28:47 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.26 total_reward_ma:136.40 loss:-0.05556 fps:401.6 +frame:3.59e+06 wall_t:8939 t:224375 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:2.358 +2026-01-31 00:28:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.26 total_reward_ma:136.25 loss:-0.05556 fps:402.6 +frame:3.60e+06 wall_t:8941 t:225000 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:2.358 +2026-01-31 00:30:06 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.36 total_reward_ma:136.10 loss:-0.05761 fps:400.4 +frame:3.61e+06 wall_t:9017 t:225625 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:2.367 +2026-01-31 00:30:09 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.81 total_reward_ma:135.93 loss:-0.05761 fps:401.3 +frame:3.62e+06 wall_t:9020 t:226250 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:2.367 +2026-01-31 00:30:13 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.81 total_reward_ma:135.77 loss:-0.05761 fps:402.3 +frame:3.63e+06 wall_t:9024 t:226875 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:2.367 +2026-01-31 00:31:28 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.41 total_reward_ma:135.60 loss:-0.05748 fps:400 +frame:3.64e+06 wall_t:9099 t:227500 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:2.382 +2026-01-31 00:31:32 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.41 total_reward_ma:135.42 loss:-0.05748 fps:401 +frame:3.65e+06 wall_t:9103 t:228125 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:2.382 +2026-01-31 00:31:35 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:126.90 total_reward_ma:135.24 loss:-0.05748 fps:401.9 +frame:3.66e+06 wall_t:9106 t:228750 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:2.382 +2026-01-31 00:31:39 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:125.06 total_reward_ma:135.04 loss:-0.05748 fps:402.9 +frame:3.67e+06 wall_t:9110 t:229375 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:2.382 +2026-01-31 00:32:53 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:125.06 total_reward_ma:134.83 loss:-0.05769 fps:400.7 +frame:3.68e+06 wall_t:9184 t:230000 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:2.402 +2026-01-31 00:32:57 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.90 total_reward_ma:134.61 loss:-0.05769 fps:401.6 +frame:3.69e+06 wall_t:9188 t:230625 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:2.402 +2026-01-31 00:33:00 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.82 total_reward_ma:134.37 loss:-0.05769 fps:402.6 +frame:3.70e+06 wall_t:9191 t:231250 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:2.402 +2026-01-31 00:34:15 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.82 total_reward_ma:134.13 loss:-0.05773 fps:400.4 +frame:3.71e+06 wall_t:9266 t:231875 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:2.413 +2026-01-31 00:34:18 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.44 total_reward_ma:133.90 loss:-0.05773 fps:401.3 +frame:3.72e+06 wall_t:9270 t:232500 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:2.413 +2026-01-31 00:34:22 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.44 total_reward_ma:133.66 loss:-0.05773 fps:402.2 +frame:3.73e+06 wall_t:9273 t:233125 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:2.413 +2026-01-31 00:35:37 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:122.82 total_reward_ma:133.42 loss:-0.05708 fps:400.1 +frame:3.74e+06 wall_t:9348 t:233750 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:2.418 +2026-01-31 00:35:41 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.78 total_reward_ma:133.18 loss:-0.05708 fps:401 +frame:3.75e+06 wall_t:9352 t:234375 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:2.418 +2026-01-31 00:35:44 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:123.78 total_reward_ma:132.95 loss:-0.05708 fps:401.9 +frame:3.76e+06 wall_t:9355 t:235000 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:2.418 +2026-01-31 00:37:00 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:125.70 total_reward_ma:132.73 loss:-0.05689 fps:399.7 +frame:3.77e+06 wall_t:9431 t:235625 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:2.419 +2026-01-31 00:37:03 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.52 total_reward_ma:132.54 loss:-0.05689 fps:400.7 +frame:3.78e+06 wall_t:9434 t:236250 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:2.419 +2026-01-31 00:37:07 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:127.52 total_reward_ma:132.36 loss:-0.05689 fps:401.6 +frame:3.79e+06 wall_t:9438 t:236875 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:2.419 +2026-01-31 00:37:10 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.88 total_reward_ma:132.19 loss:-0.05689 fps:402.5 +frame:3.80e+06 wall_t:9441 t:237500 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:2.419 +2026-01-31 00:38:24 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:128.88 total_reward_ma:132.03 loss:-0.05642 fps:400.4 +frame:3.81e+06 wall_t:9515 t:238125 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:2.416 +2026-01-31 00:38:28 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:130.20 total_reward_ma:131.88 loss:-0.05642 fps:401.3 +frame:3.82e+06 wall_t:9519 t:238750 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:2.416 +2026-01-31 00:38:31 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:132.36 total_reward_ma:131.75 loss:-0.05642 fps:402.2 +frame:3.83e+06 wall_t:9522 t:239375 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:2.416 +2026-01-31 00:39:45 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:132.36 total_reward_ma:131.65 loss:-0.05501 fps:400.2 +frame:3.84e+06 wall_t:9596 t:240000 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:2.408 +2026-01-31 00:39:48 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:133.57 total_reward_ma:131.55 loss:-0.05501 fps:401.1 +frame:3.85e+06 wall_t:9599 t:240625 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:2.408 +2026-01-31 00:39:51 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:134.89 total_reward_ma:131.49 loss:-0.05501 fps:402 +frame:3.86e+06 wall_t:9603 t:241250 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:2.408 +2026-01-31 00:41:06 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:134.89 total_reward_ma:131.45 loss:-0.05422 fps:399.9 +frame:3.87e+06 wall_t:9677 t:241875 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:2.404 +2026-01-31 00:41:09 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:135.52 total_reward_ma:131.42 loss:-0.05422 fps:400.8 +frame:3.88e+06 wall_t:9680 t:242500 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:2.404 +2026-01-31 00:41:12 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:135.52 total_reward_ma:131.42 loss:-0.05422 fps:401.7 +frame:3.89e+06 wall_t:9683 t:243125 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:2.404 +2026-01-31 00:42:25 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:135.63 total_reward_ma:131.46 loss:-0.05584 fps:399.8 +frame:3.90e+06 wall_t:9756 t:243750 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:2.374 +2026-01-31 00:42:29 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:136.20 total_reward_ma:131.51 loss:-0.05584 fps:400.6 +frame:3.91e+06 wall_t:9760 t:244375 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:2.374 +2026-01-31 00:42:32 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:136.20 total_reward_ma:131.59 loss:-0.05584 fps:401.5 +frame:3.92e+06 wall_t:9763 t:245000 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:2.374 +2026-01-31 00:42:36 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:136.56 total_reward_ma:131.69 loss:-0.05584 fps:402.4 +frame:3.93e+06 wall_t:9767 t:245625 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:2.374 +2026-01-31 00:43:50 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:137.00 total_reward_ma:131.81 loss:-0.05397 fps:400.4 +frame:3.94e+06 wall_t:9841 t:246250 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:2.351 +2026-01-31 00:43:53 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:137.00 total_reward_ma:131.95 loss:-0.05397 fps:401.3 +frame:3.95e+06 wall_t:9844 t:246875 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:2.351 +2026-01-31 00:43:57 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:137.67 total_reward_ma:132.10 loss:-0.05397 fps:402.1 +frame:3.96e+06 wall_t:9848 t:247500 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:2.351 +2026-01-31 00:45:12 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:137.67 total_reward_ma:132.26 loss:-0.05358 fps:400.1 +frame:3.97e+06 wall_t:9923 t:248125 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:2.332 +2026-01-31 00:45:15 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:139.01 total_reward_ma:132.42 loss:-0.05358 fps:401 +frame:3.98e+06 wall_t:9926 t:248750 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:2.332 +2026-01-31 00:45:18 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:140.90 total_reward_ma:132.61 loss:-0.05358 fps:401.9 +frame:3.99e+06 wall_t:9929 t:249375 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:2.332 +2026-01-31 00:46:22 | INFO | PID:1364 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_swimmer_t0_s2 [train] +total_reward:140.90 total_reward_ma:132.79 loss:-0.05188 fps:400.2 +frame:4.00e+06 wall_t:9994 t:250000 epi:nan +opt_step:1.24928e+06 lr:0.00022 clip_eps:0.2 entropy:2.316 +2026-01-31 00:46:25 | INFO | PID:1364 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s3.log b/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..f036c3be78f9dd5a809ebaa4718ca2703c6a2a4b --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0_s3.log @@ -0,0 +1,1601 @@ +2026-01-30 22:00:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:344.8 +frame:1.00e+04 wall_t:29 t:625 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:00:21 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-43.17 total_reward_ma:-43.17 loss:nan fps:625 +frame:2.00e+04 wall_t:32 t:1250 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:00:23 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-43.17 total_reward_ma:-43.17 loss:nan fps:882.4 +frame:3.00e+04 wall_t:34 t:1875 epi:nan +opt_step:0 lr:0.00022 clip_eps:0.2 entropy:nan +2026-01-30 22:01:40 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-41.19 total_reward_ma:-42.51 loss:0.01062 fps:360.4 +frame:4.00e+04 wall_t:111 t:2500 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.905 +2026-01-30 22:01:43 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-36.61 total_reward_ma:-41.04 loss:0.01062 fps:438.6 +frame:5.00e+04 wall_t:114 t:3125 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.905 +2026-01-30 22:01:46 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-36.61 total_reward_ma:-40.15 loss:0.01062 fps:512.8 +frame:6.00e+04 wall_t:117 t:3750 epi:nan +opt_step:10240 lr:0.00022 clip_eps:0.2 entropy:2.905 +2026-01-30 22:03:01 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-35.12 total_reward_ma:-39.31 loss:-0.05535 fps:364.6 +frame:7.00e+04 wall_t:192 t:4375 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.966 +2026-01-30 22:03:04 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-35.12 total_reward_ma:-38.71 loss:-0.05535 fps:410.3 +frame:8.00e+04 wall_t:195 t:5000 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.966 +2026-01-30 22:03:07 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-32.52 total_reward_ma:-37.94 loss:-0.05535 fps:454.5 +frame:9.00e+04 wall_t:198 t:5625 epi:nan +opt_step:20480 lr:0.00022 clip_eps:0.2 entropy:2.966 +2026-01-30 22:04:22 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-30.67 total_reward_ma:-37.13 loss:-0.06476 fps:366.3 +frame:1.00e+05 wall_t:273 t:6250 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:3.017 +2026-01-30 22:04:25 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-30.67 total_reward_ma:-36.49 loss:-0.06476 fps:398.6 +frame:1.10e+05 wall_t:276 t:6875 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:3.017 +2026-01-30 22:04:28 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-25.89 total_reward_ma:-35.52 loss:-0.06476 fps:430.1 +frame:1.20e+05 wall_t:279 t:7500 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:3.017 +2026-01-30 22:04:30 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-34.31 loss:-0.06476 fps:462.6 +frame:1.30e+05 wall_t:281 t:8125 epi:nan +opt_step:30720 lr:0.00022 clip_eps:0.2 entropy:3.017 +2026-01-30 22:05:46 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-33.29 loss:-0.07088 fps:392.2 +frame:1.40e+05 wall_t:357 t:8750 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:3.08 +2026-01-30 22:05:49 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-15.01 total_reward_ma:-31.98 loss:-0.07088 fps:416.7 +frame:1.50e+05 wall_t:360 t:9375 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:3.08 +2026-01-30 22:05:51 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-15.01 total_reward_ma:-30.85 loss:-0.07088 fps:442 +frame:1.60e+05 wall_t:362 t:10000 epi:nan +opt_step:40960 lr:0.00022 clip_eps:0.2 entropy:3.08 +2026-01-30 22:07:07 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-29.52 loss:-0.07301 fps:388.1 +frame:1.70e+05 wall_t:438 t:10625 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:3.125 +2026-01-30 22:07:10 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-3.41 total_reward_ma:-27.99 loss:-0.07301 fps:408.2 +frame:1.80e+05 wall_t:441 t:11250 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:3.125 +2026-01-30 22:07:12 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:-3.41 total_reward_ma:-26.62 loss:-0.07301 fps:427.9 +frame:1.90e+05 wall_t:444 t:11875 epi:nan +opt_step:51200 lr:0.00022 clip_eps:0.2 entropy:3.125 +2026-01-30 22:08:29 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:1.98 total_reward_ma:-25.12 loss:-0.07509 fps:383.9 +frame:2.00e+05 wall_t:521 t:12500 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:3.153 +2026-01-30 22:08:32 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:7.80 total_reward_ma:-23.47 loss:-0.07509 fps:401.5 +frame:2.10e+05 wall_t:523 t:13125 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:3.153 +2026-01-30 22:08:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:7.80 total_reward_ma:-21.98 loss:-0.07509 fps:418.3 +frame:2.20e+05 wall_t:526 t:13750 epi:nan +opt_step:61440 lr:0.00022 clip_eps:0.2 entropy:3.153 +2026-01-30 22:09:51 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:12.53 total_reward_ma:-20.41 loss:-0.07718 fps:382.1 +frame:2.30e+05 wall_t:602 t:14375 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:3.177 +2026-01-30 22:09:54 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:12.53 total_reward_ma:-18.98 loss:-0.07718 fps:396.7 +frame:2.40e+05 wall_t:605 t:15000 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:3.177 +2026-01-30 22:09:57 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:16.24 total_reward_ma:-17.51 loss:-0.07718 fps:411.2 +frame:2.50e+05 wall_t:608 t:15625 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:3.177 +2026-01-30 22:09:59 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:20.00 total_reward_ma:-16.01 loss:-0.07718 fps:426.2 +frame:2.60e+05 wall_t:610 t:16250 epi:nan +opt_step:71680 lr:0.00022 clip_eps:0.2 entropy:3.177 +2026-01-30 22:11:14 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:20.00 total_reward_ma:-14.63 loss:-0.07842 fps:394.2 +frame:2.70e+05 wall_t:685 t:16875 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:3.2 +2026-01-30 22:11:17 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:23.44 total_reward_ma:-13.22 loss:-0.07842 fps:407 +frame:2.80e+05 wall_t:688 t:17500 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:3.2 +2026-01-30 22:11:20 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.99 total_reward_ma:-11.78 loss:-0.07842 fps:419.7 +frame:2.90e+05 wall_t:691 t:18125 epi:nan +opt_step:81920 lr:0.00022 clip_eps:0.2 entropy:3.2 +2026-01-30 22:12:36 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.99 total_reward_ma:-10.44 loss:-0.08231 fps:391.1 +frame:3.00e+05 wall_t:767 t:18750 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:3.223 +2026-01-30 22:12:39 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:30.28 total_reward_ma:-9.09 loss:-0.08231 fps:402.6 +frame:3.10e+05 wall_t:770 t:19375 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:3.223 +2026-01-30 22:12:42 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:30.28 total_reward_ma:-7.82 loss:-0.08231 fps:414 +frame:3.20e+05 wall_t:773 t:20000 epi:nan +opt_step:92160 lr:0.00022 clip_eps:0.2 entropy:3.223 +2026-01-30 22:13:59 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:33.99 total_reward_ma:-6.51 loss:-0.08257 fps:388.2 +frame:3.30e+05 wall_t:850 t:20625 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:3.239 +2026-01-30 22:14:02 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:37.13 total_reward_ma:-5.19 loss:-0.08257 fps:398.6 +frame:3.40e+05 wall_t:853 t:21250 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:3.239 +2026-01-30 22:14:05 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:37.13 total_reward_ma:-3.94 loss:-0.08257 fps:408.9 +frame:3.50e+05 wall_t:856 t:21875 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:3.239 +2026-01-30 22:14:08 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:40.56 total_reward_ma:-2.67 loss:-0.08257 fps:419.1 +frame:3.60e+05 wall_t:859 t:22500 epi:nan +opt_step:102400 lr:0.00022 clip_eps:0.2 entropy:3.239 +2026-01-30 22:15:23 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.39 total_reward_ma:-1.36 loss:-0.08419 fps:396.1 +frame:3.70e+05 wall_t:934 t:23125 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:3.254 +2026-01-30 22:15:26 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.39 total_reward_ma:-0.13 loss:-0.08419 fps:405.5 +frame:3.80e+05 wall_t:937 t:23750 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:3.254 +2026-01-30 22:15:29 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:48.00 total_reward_ma:1.14 loss:-0.08419 fps:414.9 +frame:3.90e+05 wall_t:940 t:24375 epi:nan +opt_step:112640 lr:0.00022 clip_eps:0.2 entropy:3.254 +2026-01-30 22:16:42 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:48.00 total_reward_ma:2.34 loss:-0.08411 fps:394.9 +frame:4.00e+05 wall_t:1013 t:25000 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:3.261 +2026-01-30 22:16:45 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:51.58 total_reward_ma:3.57 loss:-0.08411 fps:403.1 +frame:4.10e+05 wall_t:1017 t:25625 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:3.261 +2026-01-30 22:16:48 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:54.73 total_reward_ma:4.82 loss:-0.08411 fps:412.2 +frame:4.20e+05 wall_t:1019 t:26250 epi:nan +opt_step:122880 lr:0.00022 clip_eps:0.2 entropy:3.261 +2026-01-30 22:18:03 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:54.73 total_reward_ma:6.01 loss:-0.08174 fps:393.1 +frame:4.30e+05 wall_t:1094 t:26875 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:3.273 +2026-01-30 22:18:06 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:56.89 total_reward_ma:7.19 loss:-0.08174 fps:401.1 +frame:4.40e+05 wall_t:1097 t:27500 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:3.273 +2026-01-30 22:18:09 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:58.89 total_reward_ma:8.37 loss:-0.08174 fps:409.1 +frame:4.50e+05 wall_t:1100 t:28125 epi:nan +opt_step:133120 lr:0.00022 clip_eps:0.2 entropy:3.273 +2026-01-30 22:19:23 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:58.89 total_reward_ma:9.49 loss:-0.07582 fps:391.8 +frame:4.60e+05 wall_t:1174 t:28750 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:3.284 +2026-01-30 22:19:26 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:59.99 total_reward_ma:10.59 loss:-0.07582 fps:399.3 +frame:4.70e+05 wall_t:1177 t:29375 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:3.284 +2026-01-30 22:19:29 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:59.99 total_reward_ma:11.64 loss:-0.07582 fps:406.4 +frame:4.80e+05 wall_t:1181 t:30000 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:3.284 +2026-01-30 22:19:33 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:59.26 total_reward_ma:12.63 loss:-0.07582 fps:413.9 +frame:4.90e+05 wall_t:1184 t:30625 epi:nan +opt_step:143360 lr:0.00022 clip_eps:0.2 entropy:3.284 +2026-01-30 22:20:47 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:56.19 total_reward_ma:13.52 loss:-0.06675 fps:397.5 +frame:5.00e+05 wall_t:1258 t:31250 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:3.294 +2026-01-30 22:20:50 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:56.19 total_reward_ma:14.37 loss:-0.06675 fps:404.4 +frame:5.10e+05 wall_t:1261 t:31875 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:3.294 +2026-01-30 22:20:53 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:50.93 total_reward_ma:15.09 loss:-0.06675 fps:411.4 +frame:5.20e+05 wall_t:1264 t:32500 epi:nan +opt_step:153600 lr:0.00022 clip_eps:0.2 entropy:3.294 +2026-01-30 22:22:07 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.12 total_reward_ma:15.65 loss:-0.05537 fps:396.1 +frame:5.30e+05 wall_t:1338 t:33125 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:3.317 +2026-01-30 22:22:10 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.12 total_reward_ma:16.18 loss:-0.05537 fps:402.7 +frame:5.40e+05 wall_t:1341 t:33750 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:3.317 +2026-01-30 22:22:13 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:36.03 total_reward_ma:16.55 loss:-0.05537 fps:409.2 +frame:5.50e+05 wall_t:1344 t:34375 epi:nan +opt_step:163840 lr:0.00022 clip_eps:0.2 entropy:3.317 +2026-01-30 22:23:27 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:36.03 total_reward_ma:16.91 loss:-0.0392 fps:394.6 +frame:5.60e+05 wall_t:1419 t:35000 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:3.345 +2026-01-30 22:23:31 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:27.97 total_reward_ma:17.10 loss:-0.0392 fps:400.8 +frame:5.70e+05 wall_t:1422 t:35625 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:3.345 +2026-01-30 22:23:34 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:20.61 total_reward_ma:17.17 loss:-0.0392 fps:407 +frame:5.80e+05 wall_t:1425 t:36250 epi:nan +opt_step:174080 lr:0.00022 clip_eps:0.2 entropy:3.345 +2026-01-30 22:24:49 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:20.61 total_reward_ma:17.23 loss:-0.03969 fps:393.3 +frame:5.90e+05 wall_t:1500 t:36875 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:3.36 +2026-01-30 22:24:52 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:15.31 total_reward_ma:17.19 loss:-0.03969 fps:399.2 +frame:6.00e+05 wall_t:1503 t:37500 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:3.36 +2026-01-30 22:24:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:12.22 total_reward_ma:17.11 loss:-0.03969 fps:405 +frame:6.10e+05 wall_t:1506 t:38125 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:3.36 +2026-01-30 22:24:58 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:12.22 total_reward_ma:17.03 loss:-0.03969 fps:410.6 +frame:6.20e+05 wall_t:1510 t:38750 epi:nan +opt_step:184320 lr:0.00022 clip_eps:0.2 entropy:3.36 +2026-01-30 22:26:12 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:11.18 total_reward_ma:16.94 loss:-0.04732 fps:398 +frame:6.30e+05 wall_t:1583 t:39375 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:3.376 +2026-01-30 22:26:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:11.18 total_reward_ma:16.84 loss:-0.04732 fps:403.5 +frame:6.40e+05 wall_t:1586 t:40000 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:3.376 +2026-01-30 22:26:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:13.58 total_reward_ma:16.79 loss:-0.04732 fps:409.1 +frame:6.50e+05 wall_t:1589 t:40625 epi:nan +opt_step:194560 lr:0.00022 clip_eps:0.2 entropy:3.376 +2026-01-30 22:27:32 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:14.94 total_reward_ma:16.76 loss:-0.05119 fps:396.9 +frame:6.60e+05 wall_t:1663 t:41250 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:3.375 +2026-01-30 22:27:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:14.94 total_reward_ma:16.74 loss:-0.05119 fps:402.2 +frame:6.70e+05 wall_t:1666 t:41875 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:3.375 +2026-01-30 22:27:38 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:17.62 total_reward_ma:16.75 loss:-0.05119 fps:407.4 +frame:6.80e+05 wall_t:1669 t:42500 epi:nan +opt_step:204800 lr:0.00022 clip_eps:0.2 entropy:3.375 +2026-01-30 22:28:52 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:20.69 total_reward_ma:16.81 loss:-0.05223 fps:395.9 +frame:6.90e+05 wall_t:1743 t:43125 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:3.351 +2026-01-30 22:28:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:20.69 total_reward_ma:16.86 loss:-0.05223 fps:400.9 +frame:7.00e+05 wall_t:1746 t:43750 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:3.351 +2026-01-30 22:28:58 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:22.69 total_reward_ma:16.95 loss:-0.05223 fps:405.9 +frame:7.10e+05 wall_t:1749 t:44375 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:3.351 +2026-01-30 22:29:02 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:22.69 total_reward_ma:17.03 loss:-0.05223 fps:410.7 +frame:7.20e+05 wall_t:1753 t:45000 epi:nan +opt_step:215040 lr:0.00022 clip_eps:0.2 entropy:3.351 +2026-01-30 22:30:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:24.28 total_reward_ma:17.13 loss:-0.03975 fps:399.8 +frame:7.30e+05 wall_t:1826 t:45625 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:3.333 +2026-01-30 22:30:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:25.18 total_reward_ma:17.24 loss:-0.03975 fps:404.6 +frame:7.40e+05 wall_t:1829 t:46250 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:3.333 +2026-01-30 22:30:21 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:25.18 total_reward_ma:17.35 loss:-0.03975 fps:409.4 +frame:7.50e+05 wall_t:1832 t:46875 epi:nan +opt_step:225280 lr:0.00022 clip_eps:0.2 entropy:3.333 +2026-01-30 22:31:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.14 total_reward_ma:17.46 loss:-0.05563 fps:398.7 +frame:7.60e+05 wall_t:1906 t:47500 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:3.317 +2026-01-30 22:31:38 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.19 total_reward_ma:17.58 loss:-0.05563 fps:403.4 +frame:7.70e+05 wall_t:1909 t:48125 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:3.317 +2026-01-30 22:31:41 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.19 total_reward_ma:17.69 loss:-0.05563 fps:407.7 +frame:7.80e+05 wall_t:1913 t:48750 epi:nan +opt_step:235520 lr:0.00022 clip_eps:0.2 entropy:3.317 +2026-01-30 22:32:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.51 total_reward_ma:17.80 loss:-0.05753 fps:397.8 +frame:7.90e+05 wall_t:1986 t:49375 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:3.312 +2026-01-30 22:32:59 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.51 total_reward_ma:17.91 loss:-0.05753 fps:402 +frame:8.00e+05 wall_t:1990 t:50000 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:3.312 +2026-01-30 22:33:02 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.73 total_reward_ma:18.02 loss:-0.05753 fps:406.4 +frame:8.10e+05 wall_t:1993 t:50625 epi:nan +opt_step:245760 lr:0.00022 clip_eps:0.2 entropy:3.312 +2026-01-30 22:34:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.47 total_reward_ma:18.13 loss:-0.0602 fps:396.9 +frame:8.20e+05 wall_t:2066 t:51250 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:3.312 +2026-01-30 22:34:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.47 total_reward_ma:18.23 loss:-0.0602 fps:401.2 +frame:8.30e+05 wall_t:2069 t:51875 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:3.312 +2026-01-30 22:34:21 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.51 total_reward_ma:18.33 loss:-0.0602 fps:405.2 +frame:8.40e+05 wall_t:2073 t:52500 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:3.312 +2026-01-30 22:34:25 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.76 total_reward_ma:18.43 loss:-0.0602 fps:409.4 +frame:8.50e+05 wall_t:2076 t:53125 epi:nan +opt_step:256000 lr:0.00022 clip_eps:0.2 entropy:3.312 +2026-01-30 22:35:39 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.76 total_reward_ma:18.53 loss:-0.05907 fps:400 +frame:8.60e+05 wall_t:2150 t:53750 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:3.296 +2026-01-30 22:35:42 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.36 total_reward_ma:18.62 loss:-0.05907 fps:404.1 +frame:8.70e+05 wall_t:2153 t:54375 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:3.296 +2026-01-30 22:35:45 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.36 total_reward_ma:18.71 loss:-0.05907 fps:408.2 +frame:8.80e+05 wall_t:2156 t:55000 epi:nan +opt_step:266240 lr:0.00022 clip_eps:0.2 entropy:3.296 +2026-01-30 22:37:00 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:26.41 total_reward_ma:18.80 loss:-0.06326 fps:398.9 +frame:8.90e+05 wall_t:2231 t:55625 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:3.268 +2026-01-30 22:37:03 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:27.31 total_reward_ma:18.89 loss:-0.06326 fps:402.9 +frame:9.00e+05 wall_t:2234 t:56250 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:3.268 +2026-01-30 22:37:06 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:27.31 total_reward_ma:18.99 loss:-0.06326 fps:406.8 +frame:9.10e+05 wall_t:2237 t:56875 epi:nan +opt_step:276480 lr:0.00022 clip_eps:0.2 entropy:3.268 +2026-01-30 22:38:22 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:28.79 total_reward_ma:19.09 loss:-0.05612 fps:397.8 +frame:9.20e+05 wall_t:2313 t:57500 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:3.246 +2026-01-30 22:38:25 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:29.78 total_reward_ma:19.21 loss:-0.05612 fps:401.6 +frame:9.30e+05 wall_t:2316 t:58125 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:3.246 +2026-01-30 22:38:28 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:29.78 total_reward_ma:19.32 loss:-0.05612 fps:405.2 +frame:9.40e+05 wall_t:2320 t:58750 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:3.246 +2026-01-30 22:38:31 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:31.05 total_reward_ma:19.45 loss:-0.05612 fps:409 +frame:9.50e+05 wall_t:2323 t:59375 epi:nan +opt_step:286720 lr:0.00022 clip_eps:0.2 entropy:3.246 +2026-01-30 22:39:48 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:31.05 total_reward_ma:19.57 loss:-0.05678 fps:400.2 +frame:9.60e+05 wall_t:2399 t:60000 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:3.216 +2026-01-30 22:39:51 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.16 total_reward_ma:19.70 loss:-0.05678 fps:403.7 +frame:9.70e+05 wall_t:2403 t:60625 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:3.216 +2026-01-30 22:39:54 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:33.10 total_reward_ma:19.84 loss:-0.05678 fps:407.5 +frame:9.80e+05 wall_t:2405 t:61250 epi:nan +opt_step:296960 lr:0.00022 clip_eps:0.2 entropy:3.216 +2026-01-30 22:41:10 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:33.10 total_reward_ma:19.97 loss:-0.0518 fps:399 +frame:9.90e+05 wall_t:2481 t:61875 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:3.207 +2026-01-30 22:41:12 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.45 total_reward_ma:20.10 loss:-0.0518 fps:402.6 +frame:1.00e+06 wall_t:2484 t:62500 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:3.207 +2026-01-30 22:41:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.44 total_reward_ma:20.22 loss:-0.0518 fps:406.1 +frame:1.01e+06 wall_t:2487 t:63125 epi:nan +opt_step:307200 lr:0.00022 clip_eps:0.2 entropy:3.207 +2026-01-30 22:42:31 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.44 total_reward_ma:20.98 loss:-0.05245 fps:398.1 +frame:1.02e+06 wall_t:2562 t:63750 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:3.196 +2026-01-30 22:42:34 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.39 total_reward_ma:21.74 loss:-0.05245 fps:401.6 +frame:1.03e+06 wall_t:2565 t:64375 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:3.196 +2026-01-30 22:42:37 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.39 total_reward_ma:22.47 loss:-0.05245 fps:405 +frame:1.04e+06 wall_t:2568 t:65000 epi:nan +opt_step:317440 lr:0.00022 clip_eps:0.2 entropy:3.196 +2026-01-30 22:43:51 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:31.90 total_reward_ma:23.16 loss:-0.05279 fps:397.4 +frame:1.05e+06 wall_t:2642 t:65625 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:3.201 +2026-01-30 22:43:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:31.61 total_reward_ma:23.84 loss:-0.05279 fps:400.6 +frame:1.06e+06 wall_t:2646 t:66250 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:3.201 +2026-01-30 22:43:58 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:31.61 total_reward_ma:24.51 loss:-0.05279 fps:403.9 +frame:1.07e+06 wall_t:2649 t:66875 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:3.201 +2026-01-30 22:44:01 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:31.49 total_reward_ma:25.17 loss:-0.05279 fps:407.2 +frame:1.08e+06 wall_t:2652 t:67500 epi:nan +opt_step:327680 lr:0.00022 clip_eps:0.2 entropy:3.201 +2026-01-30 22:45:14 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.16 total_reward_ma:25.82 loss:-0.05144 fps:400 +frame:1.09e+06 wall_t:2725 t:68125 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:3.197 +2026-01-30 22:45:17 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.16 total_reward_ma:26.45 loss:-0.05144 fps:403.1 +frame:1.10e+06 wall_t:2729 t:68750 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:3.197 +2026-01-30 22:45:20 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.43 total_reward_ma:27.08 loss:-0.05144 fps:406.3 +frame:1.11e+06 wall_t:2732 t:69375 epi:nan +opt_step:337920 lr:0.00022 clip_eps:0.2 entropy:3.197 +2026-01-30 22:46:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.43 total_reward_ma:27.66 loss:-0.04624 fps:399.1 +frame:1.12e+06 wall_t:2806 t:70000 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:3.203 +2026-01-30 22:46:38 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:32.59 total_reward_ma:28.20 loss:-0.04624 fps:402.3 +frame:1.13e+06 wall_t:2809 t:70625 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:3.203 +2026-01-30 22:46:41 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:33.08 total_reward_ma:28.74 loss:-0.04624 fps:405.4 +frame:1.14e+06 wall_t:2812 t:71250 epi:nan +opt_step:348160 lr:0.00022 clip_eps:0.2 entropy:3.203 +2026-01-30 22:47:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:33.08 total_reward_ma:29.22 loss:-0.04571 fps:398.5 +frame:1.15e+06 wall_t:2886 t:71875 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:3.203 +2026-01-30 22:47:58 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:33.73 total_reward_ma:29.71 loss:-0.04571 fps:401.5 +frame:1.16e+06 wall_t:2889 t:72500 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:3.203 +2026-01-30 22:48:01 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:33.97 total_reward_ma:30.14 loss:-0.04571 fps:404.6 +frame:1.17e+06 wall_t:2892 t:73125 epi:nan +opt_step:358400 lr:0.00022 clip_eps:0.2 entropy:3.203 +2026-01-30 22:49:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:33.97 total_reward_ma:30.52 loss:-0.04393 fps:397.8 +frame:1.18e+06 wall_t:2966 t:73750 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:3.185 +2026-01-30 22:49:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:34.22 total_reward_ma:30.89 loss:-0.04393 fps:400.7 +frame:1.19e+06 wall_t:2970 t:74375 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:3.185 +2026-01-30 22:49:22 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:34.22 total_reward_ma:31.21 loss:-0.04393 fps:403.6 +frame:1.20e+06 wall_t:2973 t:75000 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:3.185 +2026-01-30 22:49:25 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:34.15 total_reward_ma:31.48 loss:-0.04393 fps:406.6 +frame:1.21e+06 wall_t:2976 t:75625 epi:nan +opt_step:368640 lr:0.00022 clip_eps:0.2 entropy:3.185 +2026-01-30 22:50:39 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:34.48 total_reward_ma:31.74 loss:-0.04349 fps:400 +frame:1.22e+06 wall_t:3050 t:76250 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:3.176 +2026-01-30 22:50:43 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:34.48 total_reward_ma:31.96 loss:-0.04349 fps:402.8 +frame:1.23e+06 wall_t:3054 t:76875 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:3.176 +2026-01-30 22:50:46 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:34.54 total_reward_ma:32.18 loss:-0.04349 fps:405.6 +frame:1.24e+06 wall_t:3057 t:77500 epi:nan +opt_step:378880 lr:0.00022 clip_eps:0.2 entropy:3.176 +2026-01-30 22:51:59 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:35.03 total_reward_ma:32.37 loss:-0.03917 fps:399.4 +frame:1.25e+06 wall_t:3130 t:78125 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:3.167 +2026-01-30 22:52:03 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:35.03 total_reward_ma:32.52 loss:-0.03917 fps:402 +frame:1.26e+06 wall_t:3134 t:78750 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:3.167 +2026-01-30 22:52:06 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:35.39 total_reward_ma:32.68 loss:-0.03917 fps:404.8 +frame:1.27e+06 wall_t:3137 t:79375 epi:nan +opt_step:389120 lr:0.00022 clip_eps:0.2 entropy:3.167 +2026-01-30 22:53:19 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:35.39 total_reward_ma:32.80 loss:-0.03778 fps:398.8 +frame:1.28e+06 wall_t:3210 t:80000 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:3.135 +2026-01-30 22:53:22 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:36.30 total_reward_ma:32.89 loss:-0.03778 fps:401.5 +frame:1.29e+06 wall_t:3213 t:80625 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:3.135 +2026-01-30 22:53:26 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:36.79 total_reward_ma:32.99 loss:-0.03778 fps:404.1 +frame:1.30e+06 wall_t:3217 t:81250 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:3.135 +2026-01-30 22:53:29 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:36.79 total_reward_ma:33.05 loss:-0.03778 fps:406.8 +frame:1.31e+06 wall_t:3220 t:81875 epi:nan +opt_step:399360 lr:0.00022 clip_eps:0.2 entropy:3.135 +2026-01-30 22:54:42 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:37.45 total_reward_ma:33.12 loss:-0.03353 fps:400.7 +frame:1.32e+06 wall_t:3294 t:82500 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:3.126 +2026-01-30 22:54:46 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:38.15 total_reward_ma:33.17 loss:-0.03353 fps:403.4 +frame:1.33e+06 wall_t:3297 t:83125 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:3.126 +2026-01-30 22:54:49 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:38.15 total_reward_ma:33.18 loss:-0.03353 fps:406.1 +frame:1.34e+06 wall_t:3300 t:83750 epi:nan +opt_step:409600 lr:0.00022 clip_eps:0.2 entropy:3.126 +2026-01-30 22:56:03 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:39.32 total_reward_ma:33.20 loss:-0.03519 fps:400.1 +frame:1.35e+06 wall_t:3374 t:84375 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:3.132 +2026-01-30 22:56:06 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:39.32 total_reward_ma:33.19 loss:-0.03519 fps:402.6 +frame:1.36e+06 wall_t:3378 t:85000 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:3.132 +2026-01-30 22:56:09 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:40.86 total_reward_ma:33.15 loss:-0.03519 fps:405.3 +frame:1.37e+06 wall_t:3380 t:85625 epi:nan +opt_step:419840 lr:0.00022 clip_eps:0.2 entropy:3.132 +2026-01-30 22:57:24 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:42.20 total_reward_ma:33.13 loss:-0.03393 fps:399.4 +frame:1.38e+06 wall_t:3455 t:86250 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:3.107 +2026-01-30 22:57:27 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:42.20 total_reward_ma:33.07 loss:-0.03393 fps:402 +frame:1.39e+06 wall_t:3458 t:86875 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:3.107 +2026-01-30 22:57:30 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.93 total_reward_ma:33.04 loss:-0.03393 fps:404.5 +frame:1.40e+06 wall_t:3461 t:87500 epi:nan +opt_step:430080 lr:0.00022 clip_eps:0.2 entropy:3.107 +2026-01-30 22:58:45 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:47.41 total_reward_ma:33.00 loss:-0.03752 fps:398.8 +frame:1.41e+06 wall_t:3536 t:88125 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:3.092 +2026-01-30 22:58:48 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:47.41 total_reward_ma:32.92 loss:-0.03752 fps:401.2 +frame:1.42e+06 wall_t:3539 t:88750 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:3.092 +2026-01-30 22:58:52 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:49.80 total_reward_ma:32.88 loss:-0.03752 fps:403.6 +frame:1.43e+06 wall_t:3543 t:89375 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:3.092 +2026-01-30 22:58:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:49.80 total_reward_ma:32.80 loss:-0.03752 fps:406.1 +frame:1.44e+06 wall_t:3546 t:90000 epi:nan +opt_step:440320 lr:0.00022 clip_eps:0.2 entropy:3.092 +2026-01-30 23:00:09 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:52.32 total_reward_ma:32.74 loss:-0.02365 fps:400.6 +frame:1.45e+06 wall_t:3620 t:90625 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:3.082 +2026-01-30 23:00:12 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:54.08 total_reward_ma:32.69 loss:-0.02365 fps:403 +frame:1.46e+06 wall_t:3623 t:91250 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:3.082 +2026-01-30 23:00:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:54.08 total_reward_ma:32.63 loss:-0.02365 fps:405.4 +frame:1.47e+06 wall_t:3626 t:91875 epi:nan +opt_step:450560 lr:0.00022 clip_eps:0.2 entropy:3.082 +2026-01-30 23:01:29 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:55.76 total_reward_ma:32.59 loss:-0.04878 fps:400 +frame:1.48e+06 wall_t:3700 t:92500 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:3.066 +2026-01-30 23:01:32 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:56.20 total_reward_ma:32.56 loss:-0.04878 fps:402.4 +frame:1.49e+06 wall_t:3703 t:93125 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:3.066 +2026-01-30 23:01:36 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:56.20 total_reward_ma:32.56 loss:-0.04878 fps:404.6 +frame:1.50e+06 wall_t:3707 t:93750 epi:nan +opt_step:460800 lr:0.00022 clip_eps:0.2 entropy:3.066 +2026-01-30 23:02:50 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:55.93 total_reward_ma:32.56 loss:-0.06785 fps:399.4 +frame:1.51e+06 wall_t:3781 t:94375 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:3.066 +2026-01-30 23:02:53 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:55.93 total_reward_ma:32.61 loss:-0.06785 fps:401.7 +frame:1.52e+06 wall_t:3784 t:95000 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:3.066 +2026-01-30 23:02:57 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:55.64 total_reward_ma:32.72 loss:-0.06785 fps:403.9 +frame:1.53e+06 wall_t:3788 t:95625 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:3.066 +2026-01-30 23:03:00 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:54.60 total_reward_ma:32.83 loss:-0.06785 fps:406.2 +frame:1.54e+06 wall_t:3791 t:96250 epi:nan +opt_step:471040 lr:0.00022 clip_eps:0.2 entropy:3.066 +2026-01-30 23:04:14 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:54.60 total_reward_ma:33.01 loss:-0.0748 fps:401 +frame:1.55e+06 wall_t:3865 t:96875 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:3.063 +2026-01-30 23:04:17 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:53.50 total_reward_ma:33.19 loss:-0.0748 fps:403.3 +frame:1.56e+06 wall_t:3868 t:97500 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:3.063 +2026-01-30 23:04:20 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:52.30 total_reward_ma:33.43 loss:-0.0748 fps:405.6 +frame:1.57e+06 wall_t:3871 t:98125 epi:nan +opt_step:481280 lr:0.00022 clip_eps:0.2 entropy:3.063 +2026-01-30 23:05:33 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:52.30 total_reward_ma:33.75 loss:-0.07644 fps:400.6 +frame:1.58e+06 wall_t:3944 t:98750 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:3.061 +2026-01-30 23:05:37 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:51.01 total_reward_ma:34.05 loss:-0.07644 fps:402.7 +frame:1.59e+06 wall_t:3948 t:99375 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:3.061 +2026-01-30 23:05:40 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:51.01 total_reward_ma:34.41 loss:-0.07644 fps:405 +frame:1.60e+06 wall_t:3951 t:100000 epi:nan +opt_step:491520 lr:0.00022 clip_eps:0.2 entropy:3.061 +2026-01-30 23:06:54 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:49.69 total_reward_ma:34.78 loss:-0.07508 fps:400 +frame:1.61e+06 wall_t:4025 t:100625 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:3.074 +2026-01-30 23:06:58 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:48.11 total_reward_ma:35.14 loss:-0.07508 fps:402.1 +frame:1.62e+06 wall_t:4029 t:101250 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:3.074 +2026-01-30 23:07:01 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:48.11 total_reward_ma:35.51 loss:-0.07508 fps:404.3 +frame:1.63e+06 wall_t:4032 t:101875 epi:nan +opt_step:501760 lr:0.00022 clip_eps:0.2 entropy:3.074 +2026-01-30 23:08:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:46.87 total_reward_ma:35.87 loss:-0.07466 fps:399.4 +frame:1.64e+06 wall_t:4106 t:102500 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:3.082 +2026-01-30 23:08:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:45.78 total_reward_ma:36.19 loss:-0.07466 fps:401.6 +frame:1.65e+06 wall_t:4109 t:103125 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:3.082 +2026-01-30 23:08:22 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:45.78 total_reward_ma:36.50 loss:-0.07466 fps:403.6 +frame:1.66e+06 wall_t:4113 t:103750 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:3.082 +2026-01-30 23:08:25 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.33 total_reward_ma:36.79 loss:-0.07466 fps:405.7 +frame:1.67e+06 wall_t:4116 t:104375 epi:nan +opt_step:512000 lr:0.00022 clip_eps:0.2 entropy:3.082 +2026-01-30 23:09:38 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.33 total_reward_ma:37.06 loss:-0.0741 fps:401 +frame:1.68e+06 wall_t:4190 t:105000 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:3.084 +2026-01-30 23:09:42 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:43.49 total_reward_ma:37.29 loss:-0.0741 fps:403.1 +frame:1.69e+06 wall_t:4193 t:105625 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:3.084 +2026-01-30 23:09:45 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:42.17 total_reward_ma:37.50 loss:-0.0741 fps:405.1 +frame:1.70e+06 wall_t:4197 t:106250 epi:nan +opt_step:522240 lr:0.00022 clip_eps:0.2 entropy:3.084 +2026-01-30 23:11:00 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:42.17 total_reward_ma:37.70 loss:-0.07288 fps:400.4 +frame:1.71e+06 wall_t:4271 t:106875 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:3.074 +2026-01-30 23:11:04 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:41.75 total_reward_ma:37.89 loss:-0.07288 fps:402.3 +frame:1.72e+06 wall_t:4275 t:107500 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:3.074 +2026-01-30 23:11:07 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:41.20 total_reward_ma:38.06 loss:-0.07288 fps:404.4 +frame:1.73e+06 wall_t:4278 t:108125 epi:nan +opt_step:532480 lr:0.00022 clip_eps:0.2 entropy:3.074 +2026-01-30 23:12:23 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:41.20 total_reward_ma:38.22 loss:-0.07032 fps:399.6 +frame:1.74e+06 wall_t:4354 t:108750 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:3.08 +2026-01-30 23:12:26 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:40.71 total_reward_ma:38.37 loss:-0.07032 fps:401.7 +frame:1.75e+06 wall_t:4357 t:109375 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:3.08 +2026-01-30 23:12:30 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:40.71 total_reward_ma:38.52 loss:-0.07032 fps:403.6 +frame:1.76e+06 wall_t:4361 t:110000 epi:nan +opt_step:542720 lr:0.00022 clip_eps:0.2 entropy:3.08 +2026-01-30 23:13:45 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:39.86 total_reward_ma:38.65 loss:-0.06925 fps:399 +frame:1.77e+06 wall_t:4436 t:110625 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:3.085 +2026-01-30 23:13:49 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:39.79 total_reward_ma:38.79 loss:-0.06925 fps:400.9 +frame:1.78e+06 wall_t:4440 t:111250 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:3.085 +2026-01-30 23:13:52 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:39.79 total_reward_ma:38.92 loss:-0.06925 fps:402.9 +frame:1.79e+06 wall_t:4443 t:111875 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:3.085 +2026-01-30 23:13:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:40.23 total_reward_ma:39.06 loss:-0.06925 fps:404.8 +frame:1.80e+06 wall_t:4447 t:112500 epi:nan +opt_step:552960 lr:0.00022 clip_eps:0.2 entropy:3.085 +2026-01-30 23:15:09 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:40.85 total_reward_ma:39.20 loss:-0.06306 fps:400.4 +frame:1.81e+06 wall_t:4520 t:113125 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:3.059 +2026-01-30 23:15:12 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:40.85 total_reward_ma:39.34 loss:-0.06306 fps:402.4 +frame:1.82e+06 wall_t:4523 t:113750 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:3.059 +2026-01-30 23:15:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:41.31 total_reward_ma:39.49 loss:-0.06306 fps:404.3 +frame:1.83e+06 wall_t:4526 t:114375 epi:nan +opt_step:563200 lr:0.00022 clip_eps:0.2 entropy:3.059 +2026-01-30 23:16:29 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:41.31 total_reward_ma:39.64 loss:-0.0591 fps:400 +frame:1.84e+06 wall_t:4600 t:115000 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:3.045 +2026-01-30 23:16:32 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:41.98 total_reward_ma:39.79 loss:-0.0591 fps:401.9 +frame:1.85e+06 wall_t:4603 t:115625 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:3.045 +2026-01-30 23:16:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:42.86 total_reward_ma:39.95 loss:-0.0591 fps:403.8 +frame:1.86e+06 wall_t:4606 t:116250 epi:nan +opt_step:573440 lr:0.00022 clip_eps:0.2 entropy:3.045 +2026-01-30 23:17:50 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:42.86 total_reward_ma:40.12 loss:-0.05403 fps:399.5 +frame:1.87e+06 wall_t:4681 t:116875 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:3.014 +2026-01-30 23:17:52 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:43.34 total_reward_ma:40.29 loss:-0.05403 fps:401.5 +frame:1.88e+06 wall_t:4683 t:117500 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:3.014 +2026-01-30 23:17:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.15 total_reward_ma:40.47 loss:-0.05403 fps:403.2 +frame:1.89e+06 wall_t:4687 t:118125 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:3.014 +2026-01-30 23:17:58 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.15 total_reward_ma:40.63 loss:-0.05403 fps:405.1 +frame:1.90e+06 wall_t:4690 t:118750 epi:nan +opt_step:583680 lr:0.00022 clip_eps:0.2 entropy:3.014 +2026-01-30 23:19:13 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.70 total_reward_ma:40.81 loss:-0.05428 fps:400.9 +frame:1.91e+06 wall_t:4764 t:119375 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:2.998 +2026-01-30 23:19:16 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:44.70 total_reward_ma:40.97 loss:-0.05428 fps:402.7 +frame:1.92e+06 wall_t:4768 t:120000 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:2.998 +2026-01-30 23:19:19 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:46.10 total_reward_ma:41.13 loss:-0.05428 fps:404.5 +frame:1.93e+06 wall_t:4771 t:120625 epi:nan +opt_step:593920 lr:0.00022 clip_eps:0.2 entropy:2.998 +2026-01-30 23:20:34 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:47.77 total_reward_ma:41.31 loss:-0.05043 fps:400.4 +frame:1.94e+06 wall_t:4845 t:121250 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:2.982 +2026-01-30 23:20:37 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:47.77 total_reward_ma:41.48 loss:-0.05043 fps:402.2 +frame:1.95e+06 wall_t:4848 t:121875 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:2.982 +2026-01-30 23:20:40 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:49.72 total_reward_ma:41.66 loss:-0.05043 fps:404 +frame:1.96e+06 wall_t:4851 t:122500 epi:nan +opt_step:604160 lr:0.00022 clip_eps:0.2 entropy:2.982 +2026-01-30 23:21:56 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:51.97 total_reward_ma:41.86 loss:-0.04426 fps:399.8 +frame:1.97e+06 wall_t:4927 t:123125 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:2.96 +2026-01-30 23:21:59 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:51.97 total_reward_ma:42.05 loss:-0.04426 fps:401.6 +frame:1.98e+06 wall_t:4930 t:123750 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:2.96 +2026-01-30 23:22:02 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:53.99 total_reward_ma:42.26 loss:-0.04426 fps:403.3 +frame:1.99e+06 wall_t:4934 t:124375 epi:nan +opt_step:614400 lr:0.00022 clip_eps:0.2 entropy:2.96 +2026-01-30 23:23:17 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:53.99 total_reward_ma:42.48 loss:-0.04016 fps:399.4 +frame:2.00e+06 wall_t:5008 t:125000 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.95 +2026-01-30 23:23:20 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:55.75 total_reward_ma:42.71 loss:-0.04016 fps:401.1 +frame:2.01e+06 wall_t:5011 t:125625 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.95 +2026-01-30 23:23:23 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:58.55 total_reward_ma:42.97 loss:-0.04016 fps:402.9 +frame:2.02e+06 wall_t:5014 t:126250 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.95 +2026-01-30 23:23:26 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:58.55 total_reward_ma:43.23 loss:-0.04016 fps:404.5 +frame:2.03e+06 wall_t:5018 t:126875 epi:nan +opt_step:624640 lr:0.00022 clip_eps:0.2 entropy:2.95 +2026-01-30 23:24:42 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:60.80 total_reward_ma:43.52 loss:-0.03352 fps:400.5 +frame:2.04e+06 wall_t:5093 t:127500 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:2.925 +2026-01-30 23:24:44 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:60.80 total_reward_ma:43.80 loss:-0.03352 fps:402.3 +frame:2.05e+06 wall_t:5096 t:128125 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:2.925 +2026-01-30 23:24:47 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:63.65 total_reward_ma:44.12 loss:-0.03352 fps:404.1 +frame:2.06e+06 wall_t:5098 t:128750 epi:nan +opt_step:634880 lr:0.00022 clip_eps:0.2 entropy:2.925 +2026-01-30 23:26:03 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:66.09 total_reward_ma:44.47 loss:-0.02976 fps:400.1 +frame:2.07e+06 wall_t:5174 t:129375 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:2.89 +2026-01-30 23:26:06 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:66.09 total_reward_ma:44.82 loss:-0.02976 fps:401.8 +frame:2.08e+06 wall_t:5177 t:130000 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:2.89 +2026-01-30 23:26:08 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:69.61 total_reward_ma:45.19 loss:-0.02976 fps:403.5 +frame:2.09e+06 wall_t:5180 t:130625 epi:nan +opt_step:645120 lr:0.00022 clip_eps:0.2 entropy:2.89 +2026-01-30 23:27:25 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:72.63 total_reward_ma:45.59 loss:-0.02551 fps:399.5 +frame:2.10e+06 wall_t:5256 t:131250 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:2.882 +2026-01-30 23:27:28 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:72.63 total_reward_ma:46.00 loss:-0.02551 fps:401.2 +frame:2.11e+06 wall_t:5259 t:131875 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:2.882 +2026-01-30 23:27:31 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:75.61 total_reward_ma:46.43 loss:-0.02551 fps:402.9 +frame:2.12e+06 wall_t:5262 t:132500 epi:nan +opt_step:655360 lr:0.00022 clip_eps:0.2 entropy:2.882 +2026-01-30 23:28:47 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:75.61 total_reward_ma:46.86 loss:-0.03234 fps:399 +frame:2.13e+06 wall_t:5338 t:133125 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.845 +2026-01-30 23:28:51 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:78.38 total_reward_ma:47.31 loss:-0.03234 fps:400.6 +frame:2.14e+06 wall_t:5342 t:133750 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.845 +2026-01-30 23:28:54 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:81.48 total_reward_ma:47.80 loss:-0.03234 fps:402.2 +frame:2.15e+06 wall_t:5345 t:134375 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.845 +2026-01-30 23:28:57 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:81.48 total_reward_ma:48.27 loss:-0.03234 fps:403.9 +frame:2.16e+06 wall_t:5348 t:135000 epi:nan +opt_step:665600 lr:0.00022 clip_eps:0.2 entropy:2.845 +2026-01-30 23:30:12 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:83.71 total_reward_ma:48.77 loss:-0.02009 fps:400.1 +frame:2.17e+06 wall_t:5423 t:135625 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:2.838 +2026-01-30 23:30:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:85.64 total_reward_ma:49.29 loss:-0.02009 fps:401.8 +frame:2.18e+06 wall_t:5426 t:136250 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:2.838 +2026-01-30 23:30:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:85.64 total_reward_ma:49.80 loss:-0.02009 fps:403.4 +frame:2.19e+06 wall_t:5429 t:136875 epi:nan +opt_step:675840 lr:0.00022 clip_eps:0.2 entropy:2.838 +2026-01-30 23:31:33 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:87.34 total_reward_ma:50.33 loss:-0.04386 fps:399.7 +frame:2.20e+06 wall_t:5504 t:137500 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:2.838 +2026-01-30 23:31:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:87.34 total_reward_ma:50.86 loss:-0.04386 fps:401.4 +frame:2.21e+06 wall_t:5506 t:138125 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:2.838 +2026-01-30 23:31:38 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:88.97 total_reward_ma:51.41 loss:-0.04386 fps:403 +frame:2.22e+06 wall_t:5509 t:138750 epi:nan +opt_step:686080 lr:0.00022 clip_eps:0.2 entropy:2.838 +2026-01-30 23:32:53 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:89.54 total_reward_ma:51.96 loss:-0.04764 fps:399.4 +frame:2.23e+06 wall_t:5584 t:139375 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.815 +2026-01-30 23:32:56 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:89.54 total_reward_ma:52.51 loss:-0.04764 fps:400.9 +frame:2.24e+06 wall_t:5587 t:140000 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.815 +2026-01-30 23:32:59 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:89.03 total_reward_ma:53.05 loss:-0.04764 fps:402.5 +frame:2.25e+06 wall_t:5590 t:140625 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.815 +2026-01-30 23:33:02 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:89.29 total_reward_ma:53.59 loss:-0.04764 fps:404.1 +frame:2.26e+06 wall_t:5593 t:141250 epi:nan +opt_step:696320 lr:0.00022 clip_eps:0.2 entropy:2.815 +2026-01-30 23:34:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:89.29 total_reward_ma:54.13 loss:-0.06016 fps:400.4 +frame:2.27e+06 wall_t:5670 t:141875 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:2.822 +2026-01-30 23:34:21 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:88.89 total_reward_ma:54.67 loss:-0.06016 fps:401.9 +frame:2.28e+06 wall_t:5673 t:142500 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:2.822 +2026-01-30 23:34:24 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:88.89 total_reward_ma:55.19 loss:-0.06016 fps:403.5 +frame:2.29e+06 wall_t:5675 t:143125 epi:nan +opt_step:706560 lr:0.00022 clip_eps:0.2 entropy:2.822 +2026-01-30 23:35:41 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:87.23 total_reward_ma:55.70 loss:-0.06656 fps:399.9 +frame:2.30e+06 wall_t:5752 t:143750 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:2.82 +2026-01-30 23:35:44 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:85.54 total_reward_ma:56.18 loss:-0.06656 fps:401.4 +frame:2.31e+06 wall_t:5755 t:144375 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:2.82 +2026-01-30 23:35:47 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:85.54 total_reward_ma:56.67 loss:-0.06656 fps:402.9 +frame:2.32e+06 wall_t:5758 t:145000 epi:nan +opt_step:716800 lr:0.00022 clip_eps:0.2 entropy:2.82 +2026-01-30 23:37:03 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:84.00 total_reward_ma:57.12 loss:-0.06828 fps:399.4 +frame:2.33e+06 wall_t:5834 t:145625 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:2.813 +2026-01-30 23:37:06 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:82.26 total_reward_ma:57.57 loss:-0.06828 fps:400.9 +frame:2.34e+06 wall_t:5837 t:146250 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:2.813 +2026-01-30 23:37:09 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:82.26 total_reward_ma:57.99 loss:-0.06828 fps:402.3 +frame:2.35e+06 wall_t:5841 t:146875 epi:nan +opt_step:727040 lr:0.00022 clip_eps:0.2 entropy:2.813 +2026-01-30 23:38:23 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:77.84 total_reward_ma:58.38 loss:-0.06945 fps:399.1 +frame:2.36e+06 wall_t:5914 t:147500 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 23:38:27 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:77.84 total_reward_ma:58.75 loss:-0.06945 fps:400.5 +frame:2.37e+06 wall_t:5918 t:148125 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 23:38:30 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:75.68 total_reward_ma:59.08 loss:-0.06945 fps:401.9 +frame:2.38e+06 wall_t:5922 t:148750 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 23:38:34 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:74.67 total_reward_ma:59.41 loss:-0.06945 fps:403.4 +frame:2.39e+06 wall_t:5925 t:149375 epi:nan +opt_step:737280 lr:0.00022 clip_eps:0.2 entropy:2.833 +2026-01-30 23:39:49 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:74.67 total_reward_ma:59.71 loss:-0.06827 fps:400 +frame:2.40e+06 wall_t:6000 t:150000 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:2.854 +2026-01-30 23:39:52 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:72.93 total_reward_ma:59.96 loss:-0.06827 fps:401.4 +frame:2.41e+06 wall_t:6004 t:150625 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:2.854 +2026-01-30 23:39:56 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:72.47 total_reward_ma:60.21 loss:-0.06827 fps:402.9 +frame:2.42e+06 wall_t:6007 t:151250 epi:nan +opt_step:747520 lr:0.00022 clip_eps:0.2 entropy:2.854 +2026-01-30 23:41:08 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:72.47 total_reward_ma:60.44 loss:-0.0669 fps:399.7 +frame:2.43e+06 wall_t:6079 t:151875 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:2.858 +2026-01-30 23:41:12 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:71.85 total_reward_ma:60.66 loss:-0.0669 fps:401.1 +frame:2.44e+06 wall_t:6083 t:152500 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:2.858 +2026-01-30 23:41:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:71.85 total_reward_ma:60.85 loss:-0.0669 fps:402.6 +frame:2.45e+06 wall_t:6086 t:153125 epi:nan +opt_step:757760 lr:0.00022 clip_eps:0.2 entropy:2.858 +2026-01-30 23:42:27 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:71.50 total_reward_ma:61.03 loss:-0.06693 fps:399.5 +frame:2.46e+06 wall_t:6158 t:153750 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.862 +2026-01-30 23:42:31 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:72.08 total_reward_ma:61.21 loss:-0.06693 fps:400.8 +frame:2.47e+06 wall_t:6162 t:154375 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.862 +2026-01-30 23:42:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:72.08 total_reward_ma:61.37 loss:-0.06693 fps:402.2 +frame:2.48e+06 wall_t:6166 t:155000 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.862 +2026-01-30 23:42:38 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:70.29 total_reward_ma:61.51 loss:-0.06693 fps:403.6 +frame:2.49e+06 wall_t:6169 t:155625 epi:nan +opt_step:768000 lr:0.00022 clip_eps:0.2 entropy:2.862 +2026-01-30 23:43:50 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:69.01 total_reward_ma:61.64 loss:-0.06609 fps:400.6 +frame:2.50e+06 wall_t:6241 t:156250 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:2.851 +2026-01-30 23:43:54 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:69.01 total_reward_ma:61.77 loss:-0.06609 fps:401.9 +frame:2.51e+06 wall_t:6245 t:156875 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:2.851 +2026-01-30 23:43:57 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:68.19 total_reward_ma:61.89 loss:-0.06609 fps:403.3 +frame:2.52e+06 wall_t:6248 t:157500 epi:nan +opt_step:778240 lr:0.00022 clip_eps:0.2 entropy:2.851 +2026-01-30 23:45:09 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:68.19 total_reward_ma:62.02 loss:-0.06293 fps:400.3 +frame:2.53e+06 wall_t:6320 t:158125 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:2.848 +2026-01-30 23:45:13 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:68.31 total_reward_ma:62.16 loss:-0.06293 fps:401.6 +frame:2.54e+06 wall_t:6324 t:158750 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:2.848 +2026-01-30 23:45:17 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:70.95 total_reward_ma:62.32 loss:-0.06293 fps:403 +frame:2.55e+06 wall_t:6328 t:159375 epi:nan +opt_step:788480 lr:0.00022 clip_eps:0.2 entropy:2.848 +2026-01-30 23:46:30 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:70.95 total_reward_ma:62.50 loss:-0.05673 fps:399.9 +frame:2.56e+06 wall_t:6401 t:160000 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:2.853 +2026-01-30 23:46:34 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:73.19 total_reward_ma:62.70 loss:-0.05673 fps:401.2 +frame:2.57e+06 wall_t:6405 t:160625 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:2.853 +2026-01-30 23:46:38 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:77.89 total_reward_ma:62.96 loss:-0.05673 fps:402.6 +frame:2.58e+06 wall_t:6409 t:161250 epi:nan +opt_step:798720 lr:0.00022 clip_eps:0.2 entropy:2.853 +2026-01-30 23:47:51 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:77.89 total_reward_ma:63.23 loss:-0.05461 fps:399.6 +frame:2.59e+06 wall_t:6482 t:161875 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.842 +2026-01-30 23:47:54 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:82.91 total_reward_ma:63.55 loss:-0.05461 fps:400.9 +frame:2.60e+06 wall_t:6485 t:162500 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.842 +2026-01-30 23:47:58 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:82.91 total_reward_ma:63.88 loss:-0.05461 fps:402.2 +frame:2.61e+06 wall_t:6489 t:163125 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.842 +2026-01-30 23:48:01 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:86.98 total_reward_ma:64.27 loss:-0.05461 fps:403.5 +frame:2.62e+06 wall_t:6493 t:163750 epi:nan +opt_step:808960 lr:0.00022 clip_eps:0.2 entropy:2.842 +2026-01-30 23:49:14 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:92.44 total_reward_ma:64.71 loss:-0.05272 fps:400.6 +frame:2.63e+06 wall_t:6565 t:164375 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:2.832 +2026-01-30 23:49:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:92.44 total_reward_ma:65.17 loss:-0.05272 fps:401.9 +frame:2.64e+06 wall_t:6569 t:165000 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:2.832 +2026-01-30 23:49:21 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:97.35 total_reward_ma:65.68 loss:-0.05272 fps:403.2 +frame:2.65e+06 wall_t:6572 t:165625 epi:nan +opt_step:819200 lr:0.00022 clip_eps:0.2 entropy:2.832 +2026-01-30 23:50:33 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:102.55 total_reward_ma:66.25 loss:-0.05015 fps:400.4 +frame:2.66e+06 wall_t:6644 t:166250 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:2.791 +2026-01-30 23:50:37 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:102.55 total_reward_ma:66.83 loss:-0.05015 fps:401.6 +frame:2.67e+06 wall_t:6648 t:166875 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:2.791 +2026-01-30 23:50:41 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:107.45 total_reward_ma:67.46 loss:-0.05015 fps:402.9 +frame:2.68e+06 wall_t:6652 t:167500 epi:nan +opt_step:829440 lr:0.00022 clip_eps:0.2 entropy:2.791 +2026-01-30 23:51:53 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:107.45 total_reward_ma:68.10 loss:-0.0487 fps:400.1 +frame:2.69e+06 wall_t:6724 t:168125 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:2.756 +2026-01-30 23:51:57 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:111.73 total_reward_ma:68.80 loss:-0.0487 fps:401.3 +frame:2.70e+06 wall_t:6728 t:168750 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:2.756 +2026-01-30 23:52:00 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:116.20 total_reward_ma:69.54 loss:-0.0487 fps:402.6 +frame:2.71e+06 wall_t:6731 t:169375 epi:nan +opt_step:839680 lr:0.00022 clip_eps:0.2 entropy:2.756 +2026-01-30 23:53:13 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:116.20 total_reward_ma:70.28 loss:-0.04754 fps:399.8 +frame:2.72e+06 wall_t:6804 t:170000 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.737 +2026-01-30 23:53:17 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:119.26 total_reward_ma:71.07 loss:-0.04754 fps:401 +frame:2.73e+06 wall_t:6808 t:170625 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.737 +2026-01-30 23:53:21 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:122.18 total_reward_ma:71.88 loss:-0.04754 fps:402.2 +frame:2.74e+06 wall_t:6812 t:171250 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.737 +2026-01-30 23:53:25 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:122.18 total_reward_ma:72.69 loss:-0.04754 fps:403.5 +frame:2.75e+06 wall_t:6816 t:171875 epi:nan +opt_step:849920 lr:0.00022 clip_eps:0.2 entropy:2.737 +2026-01-30 23:54:39 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:123.83 total_reward_ma:73.52 loss:-0.04833 fps:400.6 +frame:2.76e+06 wall_t:6890 t:172500 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:2.7 +2026-01-30 23:54:43 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:123.83 total_reward_ma:74.36 loss:-0.04833 fps:401.8 +frame:2.77e+06 wall_t:6894 t:173125 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:2.7 +2026-01-30 23:54:46 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:125.56 total_reward_ma:75.22 loss:-0.04833 fps:403.1 +frame:2.78e+06 wall_t:6897 t:173750 epi:nan +opt_step:860160 lr:0.00022 clip_eps:0.2 entropy:2.7 +2026-01-30 23:56:00 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:126.34 total_reward_ma:76.08 loss:-0.04681 fps:400.2 +frame:2.79e+06 wall_t:6971 t:174375 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:2.68 +2026-01-30 23:56:04 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:126.34 total_reward_ma:76.94 loss:-0.04681 fps:401.4 +frame:2.80e+06 wall_t:6975 t:175000 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:2.68 +2026-01-30 23:56:08 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:126.94 total_reward_ma:77.81 loss:-0.04681 fps:402.6 +frame:2.81e+06 wall_t:6980 t:175625 epi:nan +opt_step:870400 lr:0.00022 clip_eps:0.2 entropy:2.68 +2026-01-30 23:57:22 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:128.37 total_reward_ma:78.68 loss:-0.04769 fps:399.8 +frame:2.82e+06 wall_t:7053 t:176250 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.651 +2026-01-30 23:57:26 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:128.37 total_reward_ma:79.55 loss:-0.04769 fps:401 +frame:2.83e+06 wall_t:7057 t:176875 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.651 +2026-01-30 23:57:31 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:129.04 total_reward_ma:80.43 loss:-0.04769 fps:402.2 +frame:2.84e+06 wall_t:7062 t:177500 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.651 +2026-01-30 23:57:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:129.04 total_reward_ma:81.30 loss:-0.04769 fps:403.3 +frame:2.85e+06 wall_t:7066 t:178125 epi:nan +opt_step:880640 lr:0.00022 clip_eps:0.2 entropy:2.651 +2026-01-30 23:58:49 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:129.27 total_reward_ma:82.16 loss:-0.04887 fps:400.6 +frame:2.86e+06 wall_t:7140 t:178750 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:2.622 +2026-01-30 23:58:53 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:129.76 total_reward_ma:83.03 loss:-0.04887 fps:401.7 +frame:2.87e+06 wall_t:7144 t:179375 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:2.622 +2026-01-30 23:58:57 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:129.76 total_reward_ma:83.90 loss:-0.04887 fps:402.9 +frame:2.88e+06 wall_t:7148 t:180000 epi:nan +opt_step:890880 lr:0.00022 clip_eps:0.2 entropy:2.622 +2026-01-31 00:00:09 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:130.66 total_reward_ma:84.76 loss:-0.04554 fps:400.2 +frame:2.89e+06 wall_t:7221 t:180625 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:2.592 +2026-01-31 00:00:13 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:131.52 total_reward_ma:85.64 loss:-0.04554 fps:401.4 +frame:2.90e+06 wall_t:7224 t:181250 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:2.592 +2026-01-31 00:00:17 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:131.52 total_reward_ma:86.50 loss:-0.04554 fps:402.6 +frame:2.91e+06 wall_t:7228 t:181875 epi:nan +opt_step:901120 lr:0.00022 clip_eps:0.2 entropy:2.592 +2026-01-31 00:01:27 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:132.04 total_reward_ma:87.38 loss:-0.0472 fps:400.1 +frame:2.92e+06 wall_t:7298 t:182500 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:2.561 +2026-01-31 00:01:31 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:132.04 total_reward_ma:88.24 loss:-0.0472 fps:401.3 +frame:2.93e+06 wall_t:7302 t:183125 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:2.561 +2026-01-31 00:01:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:132.22 total_reward_ma:89.08 loss:-0.0472 fps:402.4 +frame:2.94e+06 wall_t:7306 t:183750 epi:nan +opt_step:911360 lr:0.00022 clip_eps:0.2 entropy:2.561 +2026-01-31 00:02:45 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:132.80 total_reward_ma:89.93 loss:-0.04905 fps:399.9 +frame:2.95e+06 wall_t:7376 t:184375 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.531 +2026-01-31 00:02:49 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:132.80 total_reward_ma:90.76 loss:-0.04905 fps:401.1 +frame:2.96e+06 wall_t:7380 t:185000 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.531 +2026-01-31 00:02:53 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:133.57 total_reward_ma:91.58 loss:-0.04905 fps:402.2 +frame:2.97e+06 wall_t:7384 t:185625 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.531 +2026-01-31 00:02:56 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:133.53 total_reward_ma:92.39 loss:-0.04905 fps:403.4 +frame:2.98e+06 wall_t:7387 t:186250 epi:nan +opt_step:921600 lr:0.00022 clip_eps:0.2 entropy:2.531 +2026-01-31 00:04:07 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:133.53 total_reward_ma:93.19 loss:-0.0474 fps:400.9 +frame:2.99e+06 wall_t:7459 t:186875 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:2.516 +2026-01-31 00:04:11 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:132.82 total_reward_ma:93.98 loss:-0.0474 fps:402 +frame:3.00e+06 wall_t:7462 t:187500 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:2.516 +2026-01-31 00:04:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:132.82 total_reward_ma:94.75 loss:-0.0474 fps:403.2 +frame:3.01e+06 wall_t:7466 t:188125 epi:nan +opt_step:931840 lr:0.00022 clip_eps:0.2 entropy:2.516 +2026-01-31 00:05:26 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:133.27 total_reward_ma:95.50 loss:-0.04833 fps:400.7 +frame:3.02e+06 wall_t:7537 t:188750 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:2.503 +2026-01-31 00:05:30 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:133.98 total_reward_ma:96.25 loss:-0.04833 fps:401.8 +frame:3.03e+06 wall_t:7541 t:189375 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:2.503 +2026-01-31 00:05:34 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:133.98 total_reward_ma:96.98 loss:-0.04833 fps:402.9 +frame:3.04e+06 wall_t:7545 t:190000 epi:nan +opt_step:942080 lr:0.00022 clip_eps:0.2 entropy:2.503 +2026-01-31 00:06:45 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:134.90 total_reward_ma:97.72 loss:-0.04639 fps:400.5 +frame:3.05e+06 wall_t:7616 t:190625 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:2.497 +2026-01-31 00:06:48 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:135.09 total_reward_ma:98.44 loss:-0.04639 fps:401.6 +frame:3.06e+06 wall_t:7619 t:191250 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:2.497 +2026-01-31 00:06:52 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:135.09 total_reward_ma:99.13 loss:-0.04639 fps:402.7 +frame:3.07e+06 wall_t:7623 t:191875 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:2.497 +2026-01-31 00:06:56 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:135.66 total_reward_ma:99.82 loss:-0.04639 fps:403.8 +frame:3.08e+06 wall_t:7627 t:192500 epi:nan +opt_step:952320 lr:0.00022 clip_eps:0.2 entropy:2.497 +2026-01-31 00:08:07 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:135.66 total_reward_ma:100.48 loss:-0.04723 fps:401.4 +frame:3.09e+06 wall_t:7698 t:193125 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:2.474 +2026-01-31 00:08:10 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.18 total_reward_ma:101.12 loss:-0.04723 fps:402.5 +frame:3.10e+06 wall_t:7701 t:193750 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:2.474 +2026-01-31 00:08:14 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.95 total_reward_ma:101.76 loss:-0.04723 fps:403.6 +frame:3.11e+06 wall_t:7705 t:194375 epi:nan +opt_step:962560 lr:0.00022 clip_eps:0.2 entropy:2.474 +2026-01-31 00:09:25 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.95 total_reward_ma:102.38 loss:-0.04629 fps:401.2 +frame:3.12e+06 wall_t:7777 t:195000 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:2.451 +2026-01-31 00:09:29 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:137.01 total_reward_ma:102.99 loss:-0.04629 fps:402.3 +frame:3.13e+06 wall_t:7780 t:195625 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:2.451 +2026-01-31 00:09:33 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.81 total_reward_ma:103.57 loss:-0.04629 fps:403.4 +frame:3.14e+06 wall_t:7784 t:196250 epi:nan +opt_step:972800 lr:0.00022 clip_eps:0.2 entropy:2.451 +2026-01-31 00:10:44 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.81 total_reward_ma:104.13 loss:-0.04656 fps:401 +frame:3.15e+06 wall_t:7855 t:196875 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:2.431 +2026-01-31 00:10:48 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.40 total_reward_ma:104.68 loss:-0.04656 fps:402.1 +frame:3.16e+06 wall_t:7859 t:197500 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:2.431 +2026-01-31 00:10:52 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.40 total_reward_ma:105.20 loss:-0.04656 fps:403.2 +frame:3.17e+06 wall_t:7863 t:198125 epi:nan +opt_step:983040 lr:0.00022 clip_eps:0.2 entropy:2.431 +2026-01-31 00:12:04 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.52 total_reward_ma:105.71 loss:-0.04754 fps:400.8 +frame:3.18e+06 wall_t:7935 t:198750 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:2.387 +2026-01-31 00:12:07 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.78 total_reward_ma:106.22 loss:-0.04754 fps:401.8 +frame:3.19e+06 wall_t:7939 t:199375 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:2.387 +2026-01-31 00:12:11 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.78 total_reward_ma:106.72 loss:-0.04754 fps:402.9 +frame:3.20e+06 wall_t:7942 t:200000 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:2.387 +2026-01-31 00:12:14 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.80 total_reward_ma:107.21 loss:-0.04754 fps:404 +frame:3.21e+06 wall_t:7946 t:200625 epi:nan +opt_step:993280 lr:0.00022 clip_eps:0.2 entropy:2.387 +2026-01-31 00:13:27 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.90 total_reward_ma:107.69 loss:-0.04704 fps:401.6 +frame:3.22e+06 wall_t:8018 t:201250 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:2.37 +2026-01-31 00:13:31 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.90 total_reward_ma:108.16 loss:-0.04704 fps:402.6 +frame:3.23e+06 wall_t:8022 t:201875 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:2.37 +2026-01-31 00:13:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:137.45 total_reward_ma:108.64 loss:-0.04704 fps:403.7 +frame:3.24e+06 wall_t:8026 t:202500 epi:nan +opt_step:1.00352e+06 lr:0.00022 clip_eps:0.2 entropy:2.37 +2026-01-31 00:14:47 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:137.45 total_reward_ma:109.13 loss:-0.04798 fps:401.3 +frame:3.25e+06 wall_t:8098 t:203125 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:2.368 +2026-01-31 00:14:51 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:137.49 total_reward_ma:109.61 loss:-0.04798 fps:402.4 +frame:3.26e+06 wall_t:8102 t:203750 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:2.368 +2026-01-31 00:14:54 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.35 total_reward_ma:110.10 loss:-0.04798 fps:403.4 +frame:3.27e+06 wall_t:8106 t:204375 epi:nan +opt_step:1.01376e+06 lr:0.00022 clip_eps:0.2 entropy:2.368 +2026-01-31 00:16:07 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.35 total_reward_ma:110.60 loss:-0.04705 fps:401.1 +frame:3.28e+06 wall_t:8178 t:205000 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:2.341 +2026-01-31 00:16:11 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.41 total_reward_ma:111.09 loss:-0.04705 fps:402.1 +frame:3.29e+06 wall_t:8182 t:205625 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:2.341 +2026-01-31 00:16:15 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.92 total_reward_ma:111.61 loss:-0.04705 fps:403.1 +frame:3.30e+06 wall_t:8186 t:206250 epi:nan +opt_step:1.024e+06 lr:0.00022 clip_eps:0.2 entropy:2.341 +2026-01-31 00:17:28 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.92 total_reward_ma:112.14 loss:-0.04779 fps:400.8 +frame:3.31e+06 wall_t:8259 t:206875 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:2.334 +2026-01-31 00:17:31 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.27 total_reward_ma:112.68 loss:-0.04779 fps:401.8 +frame:3.32e+06 wall_t:8262 t:207500 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:2.334 +2026-01-31 00:17:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.27 total_reward_ma:113.23 loss:-0.04779 fps:402.9 +frame:3.33e+06 wall_t:8266 t:208125 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:2.334 +2026-01-31 00:17:39 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.65 total_reward_ma:113.81 loss:-0.04779 fps:403.9 +frame:3.34e+06 wall_t:8270 t:208750 epi:nan +opt_step:1.03424e+06 lr:0.00022 clip_eps:0.2 entropy:2.334 +2026-01-31 00:18:52 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.98 total_reward_ma:114.38 loss:-0.04701 fps:401.5 +frame:3.35e+06 wall_t:8343 t:209375 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:2.299 +2026-01-31 00:18:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.98 total_reward_ma:115.00 loss:-0.04701 fps:402.6 +frame:3.36e+06 wall_t:8346 t:210000 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:2.299 +2026-01-31 00:18:59 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.82 total_reward_ma:115.62 loss:-0.04701 fps:403.6 +frame:3.37e+06 wall_t:8350 t:210625 epi:nan +opt_step:1.04448e+06 lr:0.00022 clip_eps:0.2 entropy:2.299 +2026-01-31 00:20:13 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:140.10 total_reward_ma:116.27 loss:-0.04631 fps:401.2 +frame:3.38e+06 wall_t:8424 t:211250 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:2.266 +2026-01-31 00:20:16 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:140.10 total_reward_ma:116.92 loss:-0.04631 fps:402.2 +frame:3.39e+06 wall_t:8428 t:211875 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:2.266 +2026-01-31 00:20:20 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.81 total_reward_ma:117.57 loss:-0.04631 fps:403.3 +frame:3.40e+06 wall_t:8431 t:212500 epi:nan +opt_step:1.05472e+06 lr:0.00022 clip_eps:0.2 entropy:2.266 +2026-01-31 00:21:33 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.81 total_reward_ma:118.24 loss:-0.04663 fps:400.9 +frame:3.41e+06 wall_t:8505 t:213125 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:2.248 +2026-01-31 00:21:37 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.59 total_reward_ma:118.91 loss:-0.04663 fps:402 +frame:3.42e+06 wall_t:8508 t:213750 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:2.248 +2026-01-31 00:21:40 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.22 total_reward_ma:119.58 loss:-0.04663 fps:403 +frame:3.43e+06 wall_t:8511 t:214375 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:2.248 +2026-01-31 00:21:44 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.22 total_reward_ma:120.25 loss:-0.04663 fps:404 +frame:3.44e+06 wall_t:8515 t:215000 epi:nan +opt_step:1.06496e+06 lr:0.00022 clip_eps:0.2 entropy:2.248 +2026-01-31 00:22:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.97 total_reward_ma:120.93 loss:-0.04722 fps:401.8 +frame:3.45e+06 wall_t:8586 t:215625 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:2.237 +2026-01-31 00:22:59 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.59 total_reward_ma:121.60 loss:-0.04722 fps:402.8 +frame:3.46e+06 wall_t:8590 t:216250 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:2.237 +2026-01-31 00:23:03 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.59 total_reward_ma:122.26 loss:-0.04722 fps:403.8 +frame:3.47e+06 wall_t:8594 t:216875 epi:nan +opt_step:1.0752e+06 lr:0.00022 clip_eps:0.2 entropy:2.237 +2026-01-31 00:24:14 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.26 total_reward_ma:122.92 loss:-0.04627 fps:401.6 +frame:3.48e+06 wall_t:8665 t:217500 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:2.232 +2026-01-31 00:24:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.26 total_reward_ma:123.60 loss:-0.04627 fps:402.5 +frame:3.49e+06 wall_t:8670 t:218125 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:2.232 +2026-01-31 00:24:23 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:137.38 total_reward_ma:124.29 loss:-0.04627 fps:403.5 +frame:3.50e+06 wall_t:8674 t:218750 epi:nan +opt_step:1.08544e+06 lr:0.00022 clip_eps:0.2 entropy:2.232 +2026-01-31 00:25:36 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.75 total_reward_ma:124.96 loss:-0.04761 fps:401.3 +frame:3.51e+06 wall_t:8747 t:219375 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:2.236 +2026-01-31 00:25:39 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:136.75 total_reward_ma:125.65 loss:-0.04761 fps:402.3 +frame:3.52e+06 wall_t:8750 t:220000 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:2.236 +2026-01-31 00:25:43 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:137.22 total_reward_ma:126.34 loss:-0.04761 fps:403.2 +frame:3.53e+06 wall_t:8754 t:220625 epi:nan +opt_step:1.09568e+06 lr:0.00022 clip_eps:0.2 entropy:2.236 +2026-01-31 00:26:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:137.62 total_reward_ma:127.03 loss:-0.04703 fps:401.1 +frame:3.54e+06 wall_t:8826 t:221250 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:2.235 +2026-01-31 00:26:59 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:137.62 total_reward_ma:127.70 loss:-0.04703 fps:402 +frame:3.55e+06 wall_t:8830 t:221875 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:2.235 +2026-01-31 00:27:02 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.16 total_reward_ma:128.37 loss:-0.04703 fps:403 +frame:3.56e+06 wall_t:8834 t:222500 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:2.235 +2026-01-31 00:27:06 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:138.16 total_reward_ma:129.02 loss:-0.04703 fps:404 +frame:3.57e+06 wall_t:8837 t:223125 epi:nan +opt_step:1.10592e+06 lr:0.00022 clip_eps:0.2 entropy:2.235 +2026-01-31 00:28:18 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.09 total_reward_ma:129.63 loss:-0.04081 fps:401.8 +frame:3.58e+06 wall_t:8910 t:223750 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:2.233 +2026-01-31 00:28:22 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:140.46 total_reward_ma:130.26 loss:-0.04081 fps:402.8 +frame:3.59e+06 wall_t:8913 t:224375 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:2.233 +2026-01-31 00:28:26 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:140.46 total_reward_ma:130.84 loss:-0.04081 fps:403.7 +frame:3.60e+06 wall_t:8917 t:225000 epi:nan +opt_step:1.11616e+06 lr:0.00022 clip_eps:0.2 entropy:2.233 +2026-01-31 00:29:41 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:141.84 total_reward_ma:131.42 loss:-0.04481 fps:401.5 +frame:3.61e+06 wall_t:8992 t:225625 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:2.214 +2026-01-31 00:29:45 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:142.06 total_reward_ma:131.98 loss:-0.04481 fps:402.4 +frame:3.62e+06 wall_t:8996 t:226250 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:2.214 +2026-01-31 00:29:48 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:142.06 total_reward_ma:132.47 loss:-0.04481 fps:403.4 +frame:3.63e+06 wall_t:8999 t:226875 epi:nan +opt_step:1.1264e+06 lr:0.00022 clip_eps:0.2 entropy:2.214 +2026-01-31 00:31:02 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:142.46 total_reward_ma:132.97 loss:-0.04602 fps:401.2 +frame:3.64e+06 wall_t:9073 t:227500 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:2.207 +2026-01-31 00:31:05 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:142.46 total_reward_ma:133.42 loss:-0.04602 fps:402.2 +frame:3.65e+06 wall_t:9076 t:228125 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:2.207 +2026-01-31 00:31:09 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:141.12 total_reward_ma:133.81 loss:-0.04602 fps:403.1 +frame:3.66e+06 wall_t:9080 t:228750 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:2.207 +2026-01-31 00:31:12 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:140.92 total_reward_ma:134.19 loss:-0.04602 fps:404.1 +frame:3.67e+06 wall_t:9083 t:229375 epi:nan +opt_step:1.13664e+06 lr:0.00022 clip_eps:0.2 entropy:2.207 +2026-01-31 00:32:26 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:140.92 total_reward_ma:134.53 loss:-0.04755 fps:401.9 +frame:3.68e+06 wall_t:9157 t:230000 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:2.205 +2026-01-31 00:32:29 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:140.13 total_reward_ma:134.85 loss:-0.04755 fps:402.8 +frame:3.69e+06 wall_t:9160 t:230625 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:2.205 +2026-01-31 00:32:32 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.64 total_reward_ma:135.13 loss:-0.04755 fps:403.8 +frame:3.70e+06 wall_t:9163 t:231250 epi:nan +opt_step:1.14688e+06 lr:0.00022 clip_eps:0.2 entropy:2.205 +2026-01-31 00:33:47 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:139.64 total_reward_ma:135.37 loss:-0.0466 fps:401.6 +frame:3.71e+06 wall_t:9238 t:231875 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:2.191 +2026-01-31 00:33:50 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:140.08 total_reward_ma:135.61 loss:-0.0466 fps:402.6 +frame:3.72e+06 wall_t:9241 t:232500 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:2.191 +2026-01-31 00:33:54 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:140.08 total_reward_ma:135.81 loss:-0.0466 fps:403.5 +frame:3.73e+06 wall_t:9245 t:233125 epi:nan +opt_step:1.15712e+06 lr:0.00022 clip_eps:0.2 entropy:2.191 +2026-01-31 00:35:08 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:140.27 total_reward_ma:136.00 loss:-0.04512 fps:401.3 +frame:3.74e+06 wall_t:9319 t:233750 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:2.179 +2026-01-31 00:35:11 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:141.85 total_reward_ma:136.19 loss:-0.04512 fps:402.2 +frame:3.75e+06 wall_t:9323 t:234375 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:2.179 +2026-01-31 00:35:14 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:141.85 total_reward_ma:136.37 loss:-0.04512 fps:403.2 +frame:3.76e+06 wall_t:9326 t:235000 epi:nan +opt_step:1.16736e+06 lr:0.00022 clip_eps:0.2 entropy:2.179 +2026-01-31 00:36:28 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:142.29 total_reward_ma:136.56 loss:-0.04554 fps:401.1 +frame:3.77e+06 wall_t:9400 t:235625 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:2.155 +2026-01-31 00:36:32 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.20 total_reward_ma:136.73 loss:-0.04554 fps:402 +frame:3.78e+06 wall_t:9403 t:236250 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:2.155 +2026-01-31 00:36:35 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.20 total_reward_ma:136.90 loss:-0.04554 fps:402.9 +frame:3.79e+06 wall_t:9406 t:236875 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:2.155 +2026-01-31 00:36:38 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.82 total_reward_ma:137.08 loss:-0.04554 fps:403.9 +frame:3.80e+06 wall_t:9409 t:237500 epi:nan +opt_step:1.1776e+06 lr:0.00022 clip_eps:0.2 entropy:2.155 +2026-01-31 00:37:53 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.82 total_reward_ma:137.25 loss:-0.04406 fps:401.7 +frame:3.81e+06 wall_t:9484 t:238125 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:2.142 +2026-01-31 00:37:57 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.84 total_reward_ma:137.40 loss:-0.04406 fps:402.6 +frame:3.82e+06 wall_t:9488 t:238750 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:2.142 +2026-01-31 00:38:00 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.51 total_reward_ma:137.55 loss:-0.04406 fps:403.5 +frame:3.83e+06 wall_t:9491 t:239375 epi:nan +opt_step:1.18784e+06 lr:0.00022 clip_eps:0.2 entropy:2.142 +2026-01-31 00:39:16 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.51 total_reward_ma:137.70 loss:-0.04465 fps:401.4 +frame:3.84e+06 wall_t:9567 t:240000 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:2.124 +2026-01-31 00:39:19 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.75 total_reward_ma:137.84 loss:-0.04465 fps:402.3 +frame:3.85e+06 wall_t:9570 t:240625 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:2.124 +2026-01-31 00:39:23 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.84 total_reward_ma:137.99 loss:-0.04465 fps:403.2 +frame:3.86e+06 wall_t:9574 t:241250 epi:nan +opt_step:1.19808e+06 lr:0.00022 clip_eps:0.2 entropy:2.124 +2026-01-31 00:40:39 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.84 total_reward_ma:138.13 loss:-0.04366 fps:401 +frame:3.87e+06 wall_t:9650 t:241875 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:2.112 +2026-01-31 00:40:42 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.53 total_reward_ma:138.27 loss:-0.04366 fps:401.9 +frame:3.88e+06 wall_t:9653 t:242500 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:2.112 +2026-01-31 00:40:45 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.53 total_reward_ma:138.40 loss:-0.04366 fps:402.9 +frame:3.89e+06 wall_t:9656 t:243125 epi:nan +opt_step:1.20832e+06 lr:0.00022 clip_eps:0.2 entropy:2.112 +2026-01-31 00:42:01 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:143.77 total_reward_ma:138.52 loss:-0.04326 fps:400.7 +frame:3.90e+06 wall_t:9732 t:243750 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:2.089 +2026-01-31 00:42:04 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:144.14 total_reward_ma:138.64 loss:-0.04326 fps:401.6 +frame:3.91e+06 wall_t:9735 t:244375 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:2.089 +2026-01-31 00:42:07 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:144.14 total_reward_ma:138.77 loss:-0.04326 fps:402.5 +frame:3.92e+06 wall_t:9738 t:245000 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:2.089 +2026-01-31 00:42:10 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:144.20 total_reward_ma:138.89 loss:-0.04326 fps:403.4 +frame:3.93e+06 wall_t:9741 t:245625 epi:nan +opt_step:1.21856e+06 lr:0.00022 clip_eps:0.2 entropy:2.089 +2026-01-31 00:43:26 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:144.32 total_reward_ma:139.01 loss:-0.04228 fps:401.3 +frame:3.94e+06 wall_t:9817 t:246250 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:2.055 +2026-01-31 00:43:29 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:144.32 total_reward_ma:139.12 loss:-0.04228 fps:402.2 +frame:3.95e+06 wall_t:9820 t:246875 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:2.055 +2026-01-31 00:43:32 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:144.72 total_reward_ma:139.24 loss:-0.04228 fps:403.1 +frame:3.96e+06 wall_t:9823 t:247500 epi:nan +opt_step:1.2288e+06 lr:0.00022 clip_eps:0.2 entropy:2.055 +2026-01-31 00:44:49 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:144.72 total_reward_ma:139.35 loss:-0.0416 fps:401 +frame:3.97e+06 wall_t:9900 t:248125 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:2.043 +2026-01-31 00:44:52 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:145.35 total_reward_ma:139.47 loss:-0.0416 fps:401.9 +frame:3.98e+06 wall_t:9903 t:248750 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:2.043 +2026-01-31 00:44:55 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:145.82 total_reward_ma:139.60 loss:-0.0416 fps:402.8 +frame:3.99e+06 wall_t:9906 t:249375 epi:nan +opt_step:1.23904e+06 lr:0.00022 clip_eps:0.2 entropy:2.043 +2026-01-31 00:46:07 | INFO | PID:1365 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_swimmer_t0_s3 [train] +total_reward:145.82 total_reward_ma:139.73 loss:-0.04207 fps:400.9 +frame:4.00e+06 wall_t:9978 t:250000 epi:nan +opt_step:1.24928e+06 lr:0.00022 clip_eps:0.2 entropy:2.046 +2026-01-31 00:46:09 | INFO | PID:1365 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_ckpt-best_critic_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_ckpt-best_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..2f7d001db504275545d3631a52608d4c9ea3b139 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_ckpt-best_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:189889349c997db78799eb675a6b08d86d0e6a7d57afc61a533ccf63bb40b04d +size 277137 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_ckpt-best_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..758a29e4027f53229ba63309e73ca47b27c4e852 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11f2072420aace1712b5a743c0afb2a5596368f9d334be4b48d2ce0e2ab2f5b6 +size 278359 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_critic_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..0df6b703a29a465c84b06992f6d394646591cefa --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d38d12f123ed57d9e0367e2da09d2a58fb85696a65a3aa38a22783e20d8deb6d +size 277017 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..517004c46ad433b679f7644d577396cfd1e31580 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s0_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e616d2bccbe05b53f279292ec7ea194e2b67dbe25a7df7cfc6992b51b59d35b +size 278229 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_ckpt-best_critic_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_ckpt-best_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..9015db847669b3b6edc578664a1a7d0520ecaf68 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_ckpt-best_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:039e79a9a4c0019bdfc22ab0b20e76016a9295397145c0801f3e9590eae3f2d9 +size 277137 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_ckpt-best_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..a43fcb3db8d38e0a2528f1f0b42af7d8ea58735c --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3646a8ecb1fe6221b6002ae46c62e32f964814f01b1e7a0112934dfa0915a86 +size 278359 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_critic_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..ae4568db48f29bd98344ffcd948654a7b2849af0 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cfe2df9a50c4eed189d2269db1d27ab3eaf8051c71e3a30b38eb0f7f768589f +size 277017 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..eba74042c152ede19f1d7d8e16e07d14acbf89ac --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s1_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42bf6d79fa6a9eca3c13a156e63ca0b1d11f169c97a26f807b6c0b7e0b8c2bc2 +size 278229 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_ckpt-best_critic_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_ckpt-best_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..026e3beb4195e11e9786e9ddfc102f61d51c5483 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_ckpt-best_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b319954bc0b247bdbdcce8ff243d70a472a82f9f237450af326bfa4d88d92b03 +size 277137 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_ckpt-best_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..f2710aaff0d8c245fd2367f1d8b962cdb989e43a --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9d1fe6c56fe7f2fb5191a7b2a659d35f6e9ef04c11e5b0730d55d26c88d9163 +size 278359 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_critic_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..10e663e587c52b375329096be7a765487ad10693 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26800631d0a4dcbeef08fe8363a44930fa9aad93805f9fa954830e81ef4986ff +size 277017 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..982a1a1bba846bcb9b44b299263f2728975497b7 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s2_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:abec1cff4ed4b2b5dd8f7b6b078e1dc3eb2e706c7c99e8c861a1b9e4cf840a70 +size 278229 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_ckpt-best_critic_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_ckpt-best_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..559a63a5755be7c5e869bc468f0b883c6ad00697 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_ckpt-best_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e79e452f2d03c5700a292e143fd9288302e6a641bc68440e31fbc99d2260d105 +size 277137 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_ckpt-best_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..2562cfe07cb0824146b261de723125af8104854d --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b9ba2c4d8e04766eddf3f724118e9b9e8659c76e81ea73d6b9f857b8c944591 +size 278359 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_critic_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..f0f27bc8da1fcd8d30d0da2f56b46949ffd9ea19 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81087c49d666cb82a667ca406442695653240088fda4a26967a090b65e53ca2b +size 277017 diff --git a/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_net_model.pt b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..8d7f4ccae605ba45409c8ad33915e50e8914e906 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0_s3_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:107f07f484c3d3f52e99fd82acf0b5d4a30d62004cdefe5cf882e518b8cb6487 +size 278229 diff --git a/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_spec.json b/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..7e61f73d1e31c801d8f2fde07723cbff4bcecace --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_spec.json @@ -0,0 +1,110 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.997, + "lam": 0.968, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.2, + "end_val": 0.2, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.025, + "end_val": 0.025, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 2048, + "minibatch_size": 64, + "training_epoch": 10, + "normalize_v_targets": true + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "MLPNet", + "shared": false, + "hid_layers": [ + 256, + 256 + ], + "hid_layers_activation": "tanh", + "init_fn": "orthogonal_", + "normalize": true, + "clip_grad_val": 0.5, + "use_same_optim": true, + "log_std_init": 0.0, + "loss_spec": { + "name": "MSELoss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.00022 + }, + "gpu": "auto" + } + }, + "env": { + "name": "Swimmer-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 4000000, + "normalize_obs": true, + "normalize_reward": true + }, + "meta": { + "distributed": false, + "log_frequency": 10000, + "eval_frequency": 1000, + "rigorous_eval": 0, + "max_session": 4, + "max_trial": 16, + "search_resources": { + "cpu": 1, + "gpu": 0.125 + }, + "search_scheduler": { + "grace_period": 100000.0, + "reduction_factor": 3 + }, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_30_215922", + "prepath": "data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_swimmer_2026_01_30_215922", + "graph_prepath": "data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0", + "info_prepath": "data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0", + "log_prepath": "data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0", + "model_prepath": "data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0" + }, + "search": { + "agent.algorithm.gamma__uniform": [ + 0.98, + 0.999 + ], + "agent.algorithm.lam__uniform": [ + 0.9, + 0.98 + ], + "agent.net.optim_spec.lr__loguniform": [ + 0.0001, + 0.001 + ] + }, + "name": "ppo_swimmer" +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_spec.json b/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..7e61f73d1e31c801d8f2fde07723cbff4bcecace --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_spec.json @@ -0,0 +1,110 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.997, + "lam": 0.968, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.2, + "end_val": 0.2, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.025, + "end_val": 0.025, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 2048, + "minibatch_size": 64, + "training_epoch": 10, + "normalize_v_targets": true + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "MLPNet", + "shared": false, + "hid_layers": [ + 256, + 256 + ], + "hid_layers_activation": "tanh", + "init_fn": "orthogonal_", + "normalize": true, + "clip_grad_val": 0.5, + "use_same_optim": true, + "log_std_init": 0.0, + "loss_spec": { + "name": "MSELoss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.00022 + }, + "gpu": "auto" + } + }, + "env": { + "name": "Swimmer-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 4000000, + "normalize_obs": true, + "normalize_reward": true + }, + "meta": { + "distributed": false, + "log_frequency": 10000, + "eval_frequency": 1000, + "rigorous_eval": 0, + "max_session": 4, + "max_trial": 16, + "search_resources": { + "cpu": 1, + "gpu": 0.125 + }, + "search_scheduler": { + "grace_period": 100000.0, + "reduction_factor": 3 + }, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_30_215922", + "prepath": "data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_swimmer_2026_01_30_215922", + "graph_prepath": "data/ppo_swimmer_2026_01_30_215922/graph/ppo_swimmer_t0", + "info_prepath": "data/ppo_swimmer_2026_01_30_215922/info/ppo_swimmer_t0", + "log_prepath": "data/ppo_swimmer_2026_01_30_215922/log/ppo_swimmer_t0", + "model_prepath": "data/ppo_swimmer_2026_01_30_215922/model/ppo_swimmer_t0" + }, + "search": { + "agent.algorithm.gamma__uniform": [ + 0.98, + 0.999 + ], + "agent.algorithm.lam__uniform": [ + 0.9, + 0.98 + ], + "agent.net.optim_spec.lr__loguniform": [ + 0.0001, + 0.001 + ] + }, + "name": "ppo_swimmer" +} \ No newline at end of file diff --git a/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_trial_graph_mean_returns_ma_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..e1e89f0f12cee732e5c448999ed7a7dc9bdfbec3 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_trial_graph_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48edd0c026772de9fce775bee66e5831d019c203346bb2c4cd3dcc8141d17980 +size 76786 diff --git a/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_trial_graph_mean_returns_vs_frames.png b/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_trial_graph_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..12840e938e163070d1ca8030f8a4cbc38289e2c5 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_trial_graph_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3c37309a5243591197627184f57caf0bd754ec1b84872faa954250eff6d00ca +size 74456 diff --git a/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_trial_metrics_scalar.json b/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..ccc73d82850d797c84e975e3a85bd3f5b517ecc3 --- /dev/null +++ b/data/ppo_swimmer_2026_01_30_215922/ppo_swimmer_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 4000000.0, + "total_reward_ma": 229.31100463867188, + "strength": 160.15972900390625, + "max_strength": 238.74957275390625, + "final_strength": 235.2596435546875, + "sample_efficiency": 5.119730417391111e-07, + "training_efficiency": 1.7032331243171939e-06, + "stability": 0.998376727104187, + "consistency": -0.28187763690948486 +} \ No newline at end of file