diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_entropy_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..4c0fbd32795e112abba5ca8c0fc1efc512bf5000 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdcfb45d0d97f812bc9d5e266eca663526d369a8d724fc838b2807d727c6c220 +size 90379 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_loss_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..bf769d1a126cb74e9addc0cb3ebb97198776828b --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f13d6fca60b8d38210226858fbc42b6d7547a9bf8761f0e8ea0c4ff84071a6c0 +size 92308 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..4fcb01f593ff86fdb2ab7f3d8234443fcdfce69a --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_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:b8506fe3900cf61d898d9504aa4f748d24bbdfaa5a8a08b418206da523d2afcb +size 72002 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..1a5d01410f7954174b76d7f3235f06a697e99257 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f73343154356ce4f5a02aabc8bd76219dcac2c63ae6ee288d606768dbdbd3da +size 75975 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_entropy_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..4c0fbd32795e112abba5ca8c0fc1efc512bf5000 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdcfb45d0d97f812bc9d5e266eca663526d369a8d724fc838b2807d727c6c220 +size 90379 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_loss_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..bf769d1a126cb74e9addc0cb3ebb97198776828b --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f13d6fca60b8d38210226858fbc42b6d7547a9bf8761f0e8ea0c4ff84071a6c0 +size 92308 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..4fcb01f593ff86fdb2ab7f3d8234443fcdfce69a --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_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:b8506fe3900cf61d898d9504aa4f748d24bbdfaa5a8a08b418206da523d2afcb +size 72002 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_mean_returns_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..1a5d01410f7954174b76d7f3235f06a697e99257 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s0_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f73343154356ce4f5a02aabc8bd76219dcac2c63ae6ee288d606768dbdbd3da +size 75975 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_entropy_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..3810e29b5df1018db221a404306ea48a7920d2b4 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d6e8b3cc55000474f2dbe4315df3bb5d048800c9bd1824e0dbb200db6f5896b +size 80971 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_loss_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..620376da5c1122b44af4a912445bee59d6b9a2bf --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:752576689e0b8b835d163a002c437fcafa657e369bdcf336e1426c35bd8d96ed +size 86849 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..2010e3c0cfc32928a42d39568342a4936545deae --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80b12a6c7015bd6f2599a7f1617912171f7d114f528f5beae5a691599b3d6e1d +size 68791 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..c24f19632c63d3df335b41d60b2ee54945bc71b0 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b816a5b2a11a25dd079707315a857a2cca0234ab172805ecfdf1ecf19ae4baac +size 78984 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_entropy_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..3810e29b5df1018db221a404306ea48a7920d2b4 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d6e8b3cc55000474f2dbe4315df3bb5d048800c9bd1824e0dbb200db6f5896b +size 80971 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_loss_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..620376da5c1122b44af4a912445bee59d6b9a2bf --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:752576689e0b8b835d163a002c437fcafa657e369bdcf336e1426c35bd8d96ed +size 86849 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..2010e3c0cfc32928a42d39568342a4936545deae --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80b12a6c7015bd6f2599a7f1617912171f7d114f528f5beae5a691599b3d6e1d +size 68791 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_mean_returns_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..c24f19632c63d3df335b41d60b2ee54945bc71b0 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s1_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b816a5b2a11a25dd079707315a857a2cca0234ab172805ecfdf1ecf19ae4baac +size 78984 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_entropy_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..312ab804ca186628ae0f2ec32f7f0600a7a04099 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f47db9f9d9f804726fc1fa192e7b9a705ad60013468c4fabc3954fe5da572e1f +size 92716 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_loss_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..a38eb45249a1d59db5c1dd903d0601185774301f --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9977e5e737459fe31f2a119539ca6b460259007afae72e1bb1539522dc85c629 +size 100673 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..203001bb9c3f4d9648cb2947c0c84bdbf49e5702 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:172cccfa85130e05d3f4f73200f6f25a8b7407b60d3a72d31adfe38af4f54925 +size 72516 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..ff8562f2bbcc59acc87d9567ead0cb911a7c6aee --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fe33b905dc5a468a92849078ab841886741940af0974384acaaee412d8fb586 +size 75817 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_entropy_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..312ab804ca186628ae0f2ec32f7f0600a7a04099 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f47db9f9d9f804726fc1fa192e7b9a705ad60013468c4fabc3954fe5da572e1f +size 92716 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_loss_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..a38eb45249a1d59db5c1dd903d0601185774301f --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9977e5e737459fe31f2a119539ca6b460259007afae72e1bb1539522dc85c629 +size 100673 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..203001bb9c3f4d9648cb2947c0c84bdbf49e5702 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:172cccfa85130e05d3f4f73200f6f25a8b7407b60d3a72d31adfe38af4f54925 +size 72516 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_mean_returns_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..ff8562f2bbcc59acc87d9567ead0cb911a7c6aee --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s2_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fe33b905dc5a468a92849078ab841886741940af0974384acaaee412d8fb586 +size 75817 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_entropy_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..c3be6b4a0886162faab5d057ffbf4afe5631e1fd --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87cb5ef73ba0aeabba0f6cd6706eb250dce160e4adab4a7a86f4cc3d2061f2a4 +size 80008 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_loss_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..e4f1b0f375acf6218100238bbf9ddf55ce6bf418 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de426571665dc97f7483e6786f727064d598a274aca481a9b2bbbc9be5e79276 +size 69255 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..c13ac16993b1d14fc713a9c1f7850dd85d82dd8b --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_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:f52a2ad4baa901ac2581c0ce6f41a16458573b8231fb8c0d04a0756516a7335b +size 69301 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..edfe43938fee8aedaba5d12e3da31ae9841e4313 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e756617428103b980eff2cc978b2420d61ebbc1733b9b45777884342bf45fc64 +size 80480 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_entropy_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..c3be6b4a0886162faab5d057ffbf4afe5631e1fd --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87cb5ef73ba0aeabba0f6cd6706eb250dce160e4adab4a7a86f4cc3d2061f2a4 +size 80008 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_loss_vs_frame.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..e4f1b0f375acf6218100238bbf9ddf55ce6bf418 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de426571665dc97f7483e6786f727064d598a274aca481a9b2bbbc9be5e79276 +size 69255 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..c13ac16993b1d14fc713a9c1f7850dd85d82dd8b --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_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:f52a2ad4baa901ac2581c0ce6f41a16458573b8231fb8c0d04a0756516a7335b +size 69301 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_mean_returns_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..edfe43938fee8aedaba5d12e3da31ae9841e4313 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_s3_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e756617428103b980eff2cc978b2420d61ebbc1733b9b45777884342bf45fc64 +size 80480 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_trial_graph_mean_returns_ma_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..ed95f8ac76c1b2ad9d4f59af52ec8fd4ab1960d8 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_trial_graph_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a4f209d6ff59ad79428e02ca5b79c06cb5cb7baab94b8c15b3087fe96033e63 +size 88507 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_trial_graph_mean_returns_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_trial_graph_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..2205a2d42fafd1de4e5d8e68de0b399191700e0f --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0_trial_graph_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17d74c9bdd8b1a64aee6e0a84cef76ffe1d852656e0431988c459cd6c49b8360 +size 103965 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_df_eval.csv b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..1914b661bc01601bbd8a372951a27193192fddd2 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_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 +36.51,36.51,0.06977885,454.54544,10000.0,22.0,625.0,,3040.0,0.00056861376,0.4,-0.07077627 +74.58,55.545,0.10164156,500.0,20000.0,40.0,1250.0,,6240.0,0.00056715455,0.4,1.340076 +135.55,82.21333,0.043710034,517.2414,30000.0,58.0,1875.0,,9280.0,0.00056576834,0.4,2.0723677 +110.47,89.2775,-0.007126464,506.3291,40000.0,79.0,2500.0,,12480.0,0.0005643091,0.4,1.4628644 +130.47,97.516,-0.0138813825,515.4639,50000.0,97.0,3125.0,,15520.0,0.00056292285,0.4,1.1184614 +242.02,121.6,-0.006544853,512.8205,60000.0,117.0,3750.0,,18720.0,0.0005614637,0.4,1.410326 +342.82,153.20285,0.12425741,514.7059,70000.0,136.0,4375.0,,21760.0,0.00056007743,0.4,2.5046573 +97.81,146.27875,-0.013217329,516.129,80000.0,155.0,5000.0,,24960.0,0.0005586182,0.4,2.2828922 +117.74,143.10777,-0.0064891702,520.2312,90000.0,173.0,5625.0,,28000.0,0.000557232,0.4,1.7662681 +258.4,154.637,0.0028147006,518.1347,100000.0,193.0,6250.0,,31200.0,0.0005557728,0.4,1.0296812 +309.9,168.75182,0.005166255,521.327,110000.0,211.0,6875.0,,34240.0,0.0005543866,0.4,1.3286457 +408.33,188.71667,0.005860332,521.73914,120000.0,230.0,7500.0,,37440.0,0.0005529274,0.4,1.4280689 +505.68,213.09846,-0.022140058,522.0884,130000.0,249.0,8125.0,,40480.0,0.0005515411,0.4,1.606456 +565.85,238.295,-0.015728403,520.4461,140000.0,269.0,8750.0,,43680.0,0.0005500819,0.4,2.1996682 +390.45,248.43866,-0.023537658,522.6481,150000.0,287.0,9375.0,,46720.0,0.0005486957,0.4,2.9093022 +286.93,250.84438,-0.006441628,522.8758,160000.0,306.0,10000.0,,49920.0,0.0005472365,0.4,3.2420862 +168.53,246.00235,-0.012205466,521.4724,170000.0,326.0,10625.0,,53120.0,0.00054577726,0.4,3.1633267 +164.74,241.4878,-0.022816017,523.2558,180000.0,344.0,11250.0,,56160.0,0.00054439105,0.4,3.37976 +223.6,240.54634,0.0069329194,521.978,190000.0,364.0,11875.0,,59360.0,0.00054293184,0.4,3.4165843 +322.79,244.65852,0.003184617,522.19324,200000.0,383.0,12500.0,,62400.0,0.0005415456,0.4,3.0582464 +411.54,252.60526,-0.006765701,522.38806,210000.0,402.0,13125.0,,65600.0,0.0005400864,0.4,3.2888732 +436.87,260.98093,-0.009490786,522.5653,220000.0,421.0,13750.0,,68640.0,0.00053870014,0.4,3.4189386 +512.66,271.92352,-0.01393108,522.7273,230000.0,440.0,14375.0,,71840.0,0.00053724094,0.4,3.4189386 +564.26,284.1042,0.0010982149,522.8758,240000.0,459.0,15000.0,,74880.0,0.0005358547,0.4,3.4189386 +591.61,296.40442,0.0067103887,523.0126,250000.0,478.0,15625.0,,78080.0,0.0005343955,0.4,3.4189386 +616.47,308.71463,-0.0036423404,523.13885,260000.0,497.0,16250.0,,81120.0,0.0005330093,0.4,3.4189386 +662.96,321.8348,-0.019476999,522.2437,270000.0,517.0,16875.0,,84320.0,0.0005315501,0.4,3.4138308 +686.28,334.85074,-0.023691995,523.3645,280000.0,535.0,17500.0,,87360.0,0.0005301638,0.4,3.4189386 +765.89,349.71414,-0.016934754,523.4657,290000.0,554.0,18125.0,,90560.0,0.00052870467,0.4,3.2835643 +852.19,366.46335,-0.021962624,523.5602,300000.0,573.0,18750.0,,93600.0,0.0005273184,0.4,3.4189386 +890.51,383.36807,-0.0128446845,523.6486,310000.0,592.0,19375.0,,96800.0,0.0005258592,0.4,3.4189386 +714.1,393.70343,-0.015573442,522.8758,320000.0,612.0,20000.0,,100000.0,0.0005244,0.4,3.4189386 +587.49,399.57574,-0.019148659,523.8095,330000.0,630.0,20625.0,,103040.0,0.00052301376,0.4,3.4189386 +615.27,405.91968,-0.040517513,523.0769,340000.0,650.0,21250.0,,106240.0,0.00052155455,0.4,3.4189386 +604.48,411.59286,-0.0066973693,523.9521,350000.0,668.0,21875.0,,109280.0,0.00052016834,0.4,3.4189386 +627.51,417.59055,-0.009198987,524.01746,360000.0,687.0,22500.0,,112480.0,0.00051870913,0.4,3.4189386 +636.4,423.50433,-0.016055863,524.07935,370000.0,706.0,23125.0,,115520.0,0.00051732286,0.4,3.4189386 +646.91,429.38342,-0.017792124,524.13794,380000.0,725.0,23750.0,,118720.0,0.0005158637,0.4,3.4189386 +706.63,436.49234,-0.00483085,524.19354,390000.0,744.0,24375.0,,121760.0,0.00051447743,0.4,3.4189386 +748.67,444.29678,-0.0064201276,523.5602,400000.0,764.0,25000.0,,124960.0,0.0005130182,0.4,3.4189386 +850.16,454.1959,-0.018489873,524.2967,410000.0,782.0,25625.0,,128000.0,0.000511632,0.4,3.336422 +928.98,465.50027,3.8204318e-05,524.34454,420000.0,801.0,26250.0,,131200.0,0.0005101728,0.4,3.3143554 +952.37,476.8228,-0.004204091,524.39026,430000.0,820.0,26875.0,,134240.0,0.0005087866,0.4,3.4189386 +952.37,487.63068,-0.0063813566,523.8095,440000.0,840.0,27500.0,,137440.0,0.0005073274,0.4,3.4189386 +962.78,498.18954,-0.0082449885,524.4755,450000.0,858.0,28125.0,,140480.0,0.0005059411,0.4,3.4189386 +952.93,508.0752,0.0068419026,524.5154,460000.0,877.0,28750.0,,143680.0,0.0005044819,0.4,3.4189386 +944.63,517.3636,0.0057071797,524.5536,470000.0,896.0,29375.0,,146720.0,0.0005030957,0.4,3.4189386 +946.8,526.3102,-0.016484898,524.59015,480000.0,915.0,30000.0,,149920.0,0.0005016365,0.4,3.4189386 +953.92,535.0369,-0.013003466,524.62524,490000.0,934.0,30625.0,,153120.0,0.00050017727,0.4,3.3175354 +963.26,543.6014,-0.025652757,524.659,500000.0,953.0,31250.0,,156160.0,0.00049879105,0.4,3.354574 +963.26,551.82996,-0.008977994,524.1521,510000.0,973.0,31875.0,,159360.0,0.00049733184,0.4,3.3548803 +963.26,559.74207,-0.01988235,524.7225,520000.0,991.0,32500.0,,162400.0,0.0004959456,0.4,3.4189386 +963.26,567.3556,-0.006637431,524.7525,530000.0,1010.0,33125.0,,165600.0,0.0004944864,0.4,3.4189386 +948.27,574.4096,-0.007986726,524.7813,540000.0,1029.0,33750.0,,168640.0,0.00049310015,0.4,3.335438 +948.65,581.2139,-0.011038809,524.80914,550000.0,1048.0,34375.0,,171840.0,0.00049164094,0.4,3.4189386 +959.77,587.97394,-0.015020463,524.836,560000.0,1067.0,35000.0,,174880.0,0.0004902547,0.4,3.4189386 +980.67,594.86334,-0.013984047,524.379,570000.0,1087.0,35625.0,,178080.0,0.0004887955,0.4,3.4189386 +985.01,601.59,-0.012334709,524.8869,580000.0,1105.0,36250.0,,181120.0,0.00048740927,0.4,3.3929899 +985.01,608.08875,-0.018223425,524.911,590000.0,1124.0,36875.0,,184320.0,0.0004859501,0.4,3.4189386 +985.01,614.3708,-0.003860658,524.9344,600000.0,1143.0,37500.0,,187360.0,0.00048456385,0.4,3.3625584 +985.01,620.44684,0.03197238,524.5056,610000.0,1163.0,38125.0,,190560.0,0.00048310464,0.4,2.632606 +985.01,626.3269,0.003702068,524.9788,620000.0,1181.0,38750.0,,193600.0,0.0004817184,0.4,2.4679785 +985.1,632.0218,-0.0012121362,525.0,630000.0,1200.0,39375.0,,196800.0,0.0004802592,0.4,3.0059066 +986.45,637.5596,-0.025549725,524.59015,640000.0,1220.0,40000.0,,200000.0,0.0004788,0.4,3.315452 +992.36,643.018,-0.027340222,525.0404,650000.0,1238.0,40625.0,,203040.0,0.00047741376,0.4,3.1150744 +992.36,648.3111,0.0141452765,524.6423,660000.0,1258.0,41250.0,,206240.0,0.00047595456,0.4,3.0394611 +992.36,653.4461,6.813538e-05,524.6672,670000.0,1277.0,41875.0,,209280.0,0.0004745683,0.4,2.8309293 +992.36,658.4302,0.00545793,524.69135,680000.0,1296.0,42500.0,,212480.0,0.00047310913,0.4,3.2423203 +992.36,663.2697,-0.0067676413,525.11414,690000.0,1314.0,43125.0,,215520.0,0.0004717229,0.4,3.1379158 +985.6,667.87445,-0.030294672,524.7376,700000.0,1334.0,43750.0,,218720.0,0.00047026368,0.4,3.4189386 +925.1,671.4974,-0.015955254,524.75977,710000.0,1353.0,44375.0,,221760.0,0.00046887744,0.4,3.0477138 +916.63,674.9019,0.003214306,524.7813,720000.0,1372.0,45000.0,,224960.0,0.00046741823,0.4,3.0564466 +922.53,678.29407,-0.009952401,525.1799,730000.0,1390.0,45625.0,,228000.0,0.000466032,0.4,3.2089887 +922.53,681.5946,-0.01119127,524.8227,740000.0,1410.0,46250.0,,231200.0,0.0004645728,0.4,3.182167 +922.53,684.80707,0.013178331,524.8425,750000.0,1429.0,46875.0,,234240.0,0.00046318656,0.4,2.8385377 +916.92,687.8612,0.013666512,524.8619,760000.0,1448.0,47500.0,,237440.0,0.00046172735,0.4,3.0208116 +896.04,690.5648,-0.02764908,524.88074,770000.0,1467.0,48125.0,,240480.0,0.0004603411,0.4,3.2463012 +881.82,693.01685,0.009035411,524.89905,780000.0,1486.0,48750.0,,243680.0,0.00045888193,0.4,3.2012563 +874.84,695.31836,-0.015386566,524.91693,790000.0,1505.0,49375.0,,246720.0,0.00045749568,0.4,3.1627617 +931.07,698.26526,0.008603498,524.9344,800000.0,1524.0,50000.0,,249920.0,0.00045603648,0.4,2.5853288 +923.7,701.04834,0.0034176887,524.6114,810000.0,1544.0,50625.0,,253120.0,0.00045457727,0.4,2.8359714 +915.96,703.66925,-0.012544818,524.968,820000.0,1562.0,51250.0,,256160.0,0.00045319105,0.4,3.0421388 +898.58,706.0176,-0.020069385,524.65234,830000.0,1582.0,51875.0,,259360.0,0.00045173184,0.4,3.0381277 +877.92,708.064,-0.0051748655,524.67206,840000.0,1601.0,52500.0,,262400.0,0.0004503456,0.4,3.0815525 +819.13,709.37067,-0.029378513,524.69135,850000.0,1620.0,53125.0,,265600.0,0.0004488864,0.4,3.3742208 +816.31,710.61414,-0.008917785,525.0305,860000.0,1638.0,53750.0,,268640.0,0.00044750015,0.4,3.0038948 +813.74,711.7995,-0.017968787,524.7286,870000.0,1658.0,54375.0,,271840.0,0.00044604097,0.4,3.337257 +778.03,712.5521,-0.028098602,524.7466,880000.0,1677.0,55000.0,,274880.0,0.00044465472,0.4,3.2364645 +751.88,712.99396,-0.004543117,524.76416,890000.0,1696.0,55625.0,,278080.0,0.00044319552,0.4,2.7661407 +761.36,713.5314,0.00090320635,525.0875,900000.0,1714.0,56250.0,,281120.0,0.00044180927,0.4,3.3574462 +723.44,713.64026,-0.01145409,524.79816,910000.0,1734.0,56875.0,,284320.0,0.0004403501,0.4,3.1699934 +724.02,713.7531,-0.034464754,525.11414,920000.0,1752.0,57500.0,,287360.0,0.00043896385,0.4,2.9193656 +760.98,714.2609,-0.026037205,524.8307,930000.0,1772.0,58125.0,,290560.0,0.00043750464,0.4,3.0619454 +767.84,714.83093,-0.015832603,524.84644,940000.0,1791.0,58750.0,,293600.0,0.0004361184,0.4,2.9607816 +756.44,715.2689,-0.030899642,524.8619,950000.0,1810.0,59375.0,,296800.0,0.0004346592,0.4,2.8328514 +741.77,715.545,0.0019979342,524.87695,960000.0,1829.0,60000.0,,300000.0,0.0004332,0.4,3.1238923 +748.3,715.8826,-0.04663222,524.8918,970000.0,1848.0,60625.0,,303040.0,0.00043181377,0.4,3.3918588 +717.99,715.9042,-0.0072246394,524.62524,980000.0,1868.0,61250.0,,306240.0,0.00043035456,0.4,3.2306051 +749.74,716.246,-0.027285889,524.9205,990000.0,1886.0,61875.0,,309280.0,0.0004289683,0.4,3.3997703 +763.64,716.7199,-0.010747299,524.9344,1000000.0,1905.0,62500.0,,312480.0,0.00042750913,0.4,3.1254542 +677.26,723.12744,-0.026495991,524.948,1010000.0,1924.0,63125.0,,315520.0,0.0004261229,0.4,3.38522 +710.75,729.4891,-0.013956151,524.9614,1020000.0,1943.0,63750.0,,318720.0,0.00042466368,0.4,2.9085789 +719.44,735.3279,-0.023361059,524.9745,1030000.0,1962.0,64375.0,,321760.0,0.00042327744,0.4,3.0692308 +727.71,741.5003,-0.010875868,524.7225,1040000.0,1982.0,65000.0,,324960.0,0.00042181823,0.4,3.0937865 +709.44,747.29,-0.011528716,525.0,1050000.0,2000.0,65625.0,,328000.0,0.000420432,0.4,3.29083 +601.78,750.88763,-0.0054047084,525.0124,1060000.0,2019.0,66250.0,,331200.0,0.0004189728,0.4,2.916835 +652.72,753.98663,-0.021783827,525.02454,1070000.0,2038.0,66875.0,,334240.0,0.00041758656,0.4,3.3157268 +676.05,759.76904,-0.030583102,524.7813,1080000.0,2058.0,67500.0,,337440.0,0.00041612735,0.4,3.3671336 +691.04,765.502,-0.013947203,525.04816,1090000.0,2076.0,68125.0,,340480.0,0.0004147411,0.4,3.2975292 +673.06,769.6487,-0.013231859,525.0597,1100000.0,2095.0,68750.0,,343680.0,0.00041328193,0.4,3.2892299 +667.68,773.2264,-0.01241424,525.071,1110000.0,2114.0,69375.0,,346720.0,0.0004118957,0.4,2.919819 +678.96,775.93286,0.029098962,525.08203,1120000.0,2133.0,70000.0,,349920.0,0.00041043648,0.4,3.050362 +734.03,778.2163,-0.013477151,524.84906,1130000.0,2153.0,70625.0,,353120.0,0.00040897727,0.4,3.3013208 +648.8,779.0458,-0.009598075,525.10364,1140000.0,2171.0,71250.0,,356160.0,0.00040759103,0.4,2.9268281 +602.56,781.16693,-0.014717533,524.8745,1150000.0,2191.0,71875.0,,359360.0,0.00040613185,0.4,3.2578886 +613.39,784.4316,-0.028876463,525.1245,1160000.0,2209.0,72500.0,,362400.0,0.0004047456,0.4,2.876458 +625.45,789.0008,-0.015522607,524.89905,1170000.0,2229.0,73125.0,,365600.0,0.0004032864,0.4,2.9274614 +648.5,793.8384,-0.018859116,524.911,1180000.0,2248.0,73750.0,,368640.0,0.00040190015,0.4,2.9200373 +678.92,798.39154,-0.015579636,524.9228,1190000.0,2267.0,74375.0,,371840.0,0.00040044097,0.4,2.8373075 +708.68,802.25037,-0.012998491,525.1641,1200000.0,2285.0,75000.0,,374880.0,0.00039905473,0.4,2.6223319 +765.93,805.7943,-0.026352683,524.94574,1210000.0,2305.0,75625.0,,378080.0,0.00039759552,0.4,2.962853 +807.6,809.50165,-0.0066299387,524.957,1220000.0,2324.0,76250.0,,381120.0,0.00039620927,0.4,2.6130393 +798.92,812.36414,0.0029302284,524.968,1230000.0,2343.0,76875.0,,384320.0,0.00039475007,0.4,2.8640704 +840.65,815.12805,0.0025059048,524.9788,1240000.0,2362.0,77500.0,,387360.0,0.00039336385,0.4,2.5273812 +833.99,817.55194,-0.0003389244,524.9895,1250000.0,2381.0,78125.0,,390560.0,0.00039190464,0.4,2.543933 +856.36,819.9508,-0.0062351986,525.2188,1260000.0,2399.0,78750.0,,393600.0,0.0003905184,0.4,2.8128743 +856.36,821.8847,0.043649577,525.2275,1270000.0,2418.0,79375.0,,396800.0,0.0003890592,0.4,2.453337 +858.07,823.60266,0.013972654,525.0205,1280000.0,2438.0,80000.0,,400000.0,0.0003876,0.4,2.6767776 +883.65,824.78033,0.03910103,525.0305,1290000.0,2457.0,80625.0,,403040.0,0.00038621377,0.4,1.5914624 +883.65,825.09485,0.02614888,525.0404,1300000.0,2476.0,81250.0,,406240.0,0.00038475456,0.4,2.1254382 +903.43,825.22406,-0.019930342,525.0501,1310000.0,2495.0,81875.0,,409280.0,0.00038336831,0.4,3.04919 +972.28,827.80585,-0.02185571,525.0597,1320000.0,2514.0,82500.0,,412480.0,0.0003819091,0.4,3.1440868 +977.48,831.7057,-0.01760648,525.0691,1330000.0,2533.0,83125.0,,415520.0,0.0003805229,0.4,2.641045 +977.48,835.3278,0.010770162,525.07837,1340000.0,2552.0,83750.0,,418720.0,0.00037906368,0.4,2.726048 +984.14,839.12445,-0.016139774,525.0875,1350000.0,2571.0,84375.0,,421760.0,0.00037767744,0.4,2.9072125 +984.14,842.6907,-0.021005439,525.0965,1360000.0,2590.0,85000.0,,424960.0,0.00037621823,0.4,3.2617655 +991.05,846.23724,-0.00061185274,525.30676,1370000.0,2608.0,85625.0,,428000.0,0.000374832,0.4,3.3020782 +984.48,849.6129,-0.013805161,525.11414,1380000.0,2628.0,86250.0,,431200.0,0.0003733728,0.4,3.0561235 +984.48,852.3914,0.005318904,525.3212,1390000.0,2646.0,86875.0,,434240.0,0.00037198656,0.4,2.660555 +984.48,854.74945,0.05478186,525.1313,1400000.0,2666.0,87500.0,,437440.0,0.00037052736,0.4,2.7119896 +984.48,856.09265,0.026900796,525.3353,1410000.0,2684.0,88125.0,,440480.0,0.0003691411,0.4,2.1485775 +984.48,856.64764,0.013233875,525.14795,1420000.0,2704.0,88750.0,,443680.0,0.00036768193,0.4,2.4450016 +984.48,856.96875,0.010571253,525.349,1430000.0,2722.0,89375.0,,446720.0,0.0003662957,0.4,2.1770306 +984.48,857.28986,0.008419871,525.3557,1440000.0,2741.0,90000.0,,449920.0,0.00036483648,0.4,2.4634092 +984.48,857.5069,-0.023391055,525.17206,1450000.0,2761.0,90625.0,,453120.0,0.00036337727,0.4,2.9909782 +984.48,857.8223,-0.015476914,525.36884,1460000.0,2779.0,91250.0,,456160.0,0.00036199103,0.4,3.0998943 +984.48,858.2209,-0.003866676,525.37524,1470000.0,2798.0,91875.0,,459360.0,0.00036053185,0.4,2.820657 +1000.0,858.75287,0.0064825215,525.3816,1480000.0,2817.0,92500.0,,462400.0,0.0003591456,0.4,2.9078393 +998.05,859.1942,-0.018136904,525.2027,1490000.0,2837.0,93125.0,,465600.0,0.0003576864,0.4,3.3303046 +965.63,859.21796,-0.02686871,525.39404,1500000.0,2855.0,93750.0,,468640.0,0.00035630015,0.4,2.7493403 +965.63,859.2417,-0.0012083092,525.40015,1510000.0,2874.0,94375.0,,471840.0,0.00035484097,0.4,3.1633244 +959.1,859.20013,0.073582485,525.2246,1520000.0,2894.0,95000.0,,474880.0,0.00035345473,0.4,2.729241 +959.1,859.15857,0.0031293486,525.2317,1530000.0,2913.0,95625.0,,478080.0,0.00035199552,0.4,3.3035026 +954.18,859.21765,-0.016424969,525.41797,1540000.0,2931.0,96250.0,,481120.0,0.00035060928,0.4,2.9007876 +954.18,859.27295,0.016161961,525.24567,1550000.0,2951.0,96875.0,,484320.0,0.00034915007,0.4,2.7761607 +954.18,859.21704,0.007450198,525.42944,1560000.0,2969.0,97500.0,,487360.0,0.00034776385,0.4,1.9850241 +954.18,858.9521,0.015549709,525.43506,1570000.0,2988.0,98125.0,,490560.0,0.00034630465,0.4,1.903034 +954.18,858.64374,0.0065655108,525.4406,1580000.0,3007.0,98750.0,,493600.0,0.0003449184,0.4,2.378289 +956.13,858.355,0.0037174635,525.2725,1590000.0,3027.0,99375.0,,496800.0,0.0003434592,0.4,2.9770813 +979.67,858.30164,-0.060842074,525.27905,1600000.0,3046.0,100000.0,,500000.0,0.000342,0.4,2.3881495 +979.67,858.2483,0.05946365,525.4569,1610000.0,3064.0,100625.0,,503040.0,0.00034061377,0.4,1.6901728 +977.7,858.1752,0.02236936,525.2918,1620000.0,3084.0,101250.0,,506240.0,0.00033915456,0.4,2.261164 +973.91,858.06323,0.0151434215,525.46747,1630000.0,3102.0,101875.0,,509280.0,0.00033776832,0.4,2.4829545 +978.83,857.98694,0.017816747,525.4726,1640000.0,3121.0,102500.0,,512480.0,0.0003363091,0.4,1.9484167 +966.13,857.7247,0.015790118,525.4777,1650000.0,3140.0,103125.0,,515520.0,0.0003349229,0.4,1.9479482 +966.13,857.46234,0.027288869,525.31647,1660000.0,3160.0,103750.0,,518720.0,0.0003334637,0.4,2.1759746 +966.13,857.20013,0.026936015,525.48773,1670000.0,3178.0,104375.0,,521760.0,0.00033207744,0.4,2.044735 +966.13,856.9378,0.014553459,525.3283,1680000.0,3198.0,105000.0,,524960.0,0.00033061823,0.4,2.4100182 +966.13,856.6756,0.022431733,525.4975,1690000.0,3216.0,105625.0,,528000.0,0.000329232,0.4,2.2537932 +975.01,856.5696,0.00057643093,525.5023,1700000.0,3235.0,106250.0,,531200.0,0.0003277728,0.4,2.5276756 +970.61,857.0248,0.0039300183,525.5071,1710000.0,3254.0,106875.0,,534240.0,0.00032638657,0.4,2.4059005 +981.17,857.6701,0.039201394,525.35126,1720000.0,3274.0,107500.0,,537440.0,0.00032492736,0.4,1.3678606 +981.17,858.2565,0.059156854,525.5164,1730000.0,3292.0,108125.0,,540480.0,0.0003235411,0.4,2.0896454 +981.17,858.8429,-0.0028367434,525.521,1740000.0,3311.0,108750.0,,543680.0,0.00032208193,0.4,2.667623 +993.87,859.55634,0.038771763,525.5255,1750000.0,3330.0,109375.0,,546720.0,0.0003206957,0.4,2.0580826 +993.87,860.3258,0.009674529,525.3731,1760000.0,3350.0,110000.0,,549920.0,0.00031923648,0.4,2.022266 +993.87,861.30396,0.020275626,525.3785,1770000.0,3369.0,110625.0,,553120.0,0.00031777727,0.4,2.2607245 +993.87,862.42444,-0.012421528,525.5388,1780000.0,3387.0,111250.0,,556160.0,0.00031639103,0.4,2.5179598 +993.87,863.61475,0.005216124,525.3889,1790000.0,3407.0,111875.0,,559360.0,0.00031493185,0.4,2.2700129 +993.87,864.2428,0.007850853,525.5474,1800000.0,3425.0,112500.0,,562400.0,0.0003135456,0.4,2.5878441 +1000.0,865.00586,0.014070411,525.3991,1810000.0,3445.0,113125.0,,565600.0,0.0003120864,0.4,3.01725 +998.83,865.83453,-0.0066826865,525.4042,1820000.0,3464.0,113750.0,,568640.0,0.00031070015,0.4,2.8399696 +998.83,866.83704,-0.0011195858,525.4091,1830000.0,3483.0,114375.0,,571840.0,0.00030924095,0.4,3.0580592 +998.83,868.04614,0.010990252,525.56415,1840000.0,3501.0,115000.0,,574880.0,0.00030785473,0.4,2.2584274 +998.83,869.84314,0.03481969,525.41895,1850000.0,3521.0,115625.0,,578080.0,0.00030639552,0.4,1.990829 +998.83,871.66833,0.018750094,525.4237,1860000.0,3540.0,116250.0,,581120.0,0.00030500928,0.4,2.1562614 +998.83,873.5192,0.050597318,525.42847,1870000.0,3559.0,116875.0,,584320.0,0.00030355007,0.4,2.2049098 +998.83,875.7273,0.027105842,525.5801,1880000.0,3577.0,117500.0,,587360.0,0.00030216383,0.4,1.9662554 +998.83,878.1967,0.024332184,525.43787,1890000.0,3597.0,118125.0,,590560.0,0.00030070465,0.4,2.9113588 +998.83,880.5715,0.022589395,525.5878,1900000.0,3615.0,118750.0,,593600.0,0.0002993184,0.4,2.3970242 +998.83,883.3253,0.010559235,525.447,1910000.0,3635.0,119375.0,,596800.0,0.0002978592,0.4,2.436673 +998.83,886.0734,-0.0023634273,525.3078,1920000.0,3655.0,120000.0,,600000.0,0.0002964,0.4,2.327095 +976.86,888.23224,-0.004250105,525.45605,1930000.0,3673.0,120625.0,,603040.0,0.00029501377,0.4,2.7139392 +976.86,890.3225,-0.010742347,525.46045,1940000.0,3692.0,121250.0,,606240.0,0.00029355456,0.4,2.2807446 +976.86,892.52673,0.06772287,525.46484,1950000.0,3711.0,121875.0,,609280.0,0.00029216832,0.4,2.310748 +973.05,894.83954,-0.025113,525.3283,1960000.0,3731.0,122500.0,,612480.0,0.0002907091,0.4,2.758854 +962.38,896.9803,-0.015647678,525.47345,1970000.0,3749.0,123125.0,,615520.0,0.00028932287,0.4,3.070499 +742.22,897.2226,-0.0034920888,525.33826,1980000.0,3769.0,123750.0,,618720.0,0.0002878637,0.4,2.3914533 +674.7,896.4723,0.0062019094,525.3432,1990000.0,3788.0,124375.0,,621760.0,0.00028647744,0.4,3.1068463 +667.25,895.50836,-0.017882347,525.348,2000000.0,3807.0,125000.0,,624960.0,0.00028501824,0.4,2.3793375 +667.25,895.40826,0.0046810196,525.4902,2010000.0,3825.0,125625.0,,628000.0,0.000283632,0.4,2.5441008 +667.25,894.97327,0.040193927,525.3576,2020000.0,3845.0,126250.0,,631200.0,0.0002821728,0.4,2.6165762 +681.73,894.59607,0.014998381,525.4983,2030000.0,3863.0,126875.0,,634240.0,0.00028078657,0.4,1.9576144 +681.73,894.1362,0.0034108297,525.367,2040000.0,3883.0,127500.0,,637440.0,0.00027932736,0.4,1.1289195 +714.1,894.18286,-0.007340342,525.5063,2050000.0,3901.0,128125.0,,640480.0,0.00027794112,0.4,2.3631096 +752.66,895.69165,-0.030203888,525.37616,2060000.0,3921.0,128750.0,,643680.0,0.0002764819,0.4,2.3869624 +824.73,897.41174,-0.011808119,525.5141,2070000.0,3939.0,129375.0,,646720.0,0.0002750957,0.4,2.5723474 +962.13,900.2726,0.010507095,525.51794,2080000.0,3958.0,130000.0,,649920.0,0.00027363648,0.4,3.0797086 +965.84,903.0206,0.021054668,525.38965,2090000.0,3978.0,130625.0,,653120.0,0.00027217728,0.4,3.12674 +986.48,906.15485,-0.03158803,525.39404,2100000.0,3997.0,131250.0,,656160.0,0.00027079103,0.4,2.7929893 +986.48,909.3427,-0.007912437,525.3984,2110000.0,4016.0,131875.0,,659360.0,0.00026933185,0.4,3.3050284 +986.48,912.41797,0.0006826291,525.4027,2120000.0,4035.0,132500.0,,662400.0,0.0002679456,0.4,2.8808308 +984.33,914.92084,-0.0078650955,525.407,2130000.0,4054.0,133125.0,,665600.0,0.0002664864,0.4,2.9920297 +984.33,918.27625,0.016470132,525.5403,2140000.0,4072.0,133750.0,,668640.0,0.00026510016,0.4,3.3489597 +984.33,922.09393,0.007317728,525.41547,2150000.0,4092.0,134375.0,,671840.0,0.00026364095,0.4,2.9571068 +984.33,925.80334,-0.0026768812,525.4196,2160000.0,4111.0,135000.0,,674880.0,0.00026225473,0.4,2.5814335 +984.33,929.3922,0.0055510956,525.4237,2170000.0,4130.0,135625.0,,678080.0,0.00026079552,0.4,2.147631 +984.33,932.7505,0.044468313,525.5545,2180000.0,4148.0,136250.0,,681120.0,0.00025940928,0.4,2.690957 +991.65,935.87775,0.047151644,525.4319,2190000.0,4168.0,136875.0,,684320.0,0.00025795007,0.4,2.5265937 +987.18,938.6627,-0.00013561129,525.43585,2200000.0,4187.0,137500.0,,687360.0,0.00025656383,0.4,3.3199096 +984.11,940.8446,-0.00400631,525.4398,2210000.0,4206.0,138125.0,,690560.0,0.00025510465,0.4,3.3417227 +984.11,942.6097,-0.0008751262,525.5682,2220000.0,4224.0,138750.0,,693600.0,0.0002537184,0.4,2.94623 +986.26,944.48315,0.039015643,525.4477,2230000.0,4244.0,139375.0,,696800.0,0.0002522592,0.4,2.7008386 +985.8,945.9345,-0.0062895133,525.45154,2240000.0,4263.0,140000.0,,700000.0,0.0002508,0.4,2.6671934 +985.8,947.45264,0.015915431,525.4554,2250000.0,4282.0,140625.0,,703040.0,0.00024941377,0.4,2.6828456 +985.8,948.747,0.05937918,525.33704,2260000.0,4302.0,141250.0,,706240.0,0.00024795457,0.4,2.610268 +985.8,950.0414,0.03198555,525.46295,2270000.0,4320.0,141875.0,,709280.0,0.00024656832,0.4,2.1255112 +985.8,951.3187,-0.011823016,525.4667,2280000.0,4339.0,142500.0,,712480.0,0.0002451091,0.4,2.4118319 +970.12,952.1834,0.07770767,525.4704,2290000.0,4358.0,143125.0,,715520.0,0.00024372288,0.4,1.7589604 +974.59,953.0929,0.06409824,525.35406,2300000.0,4378.0,143750.0,,718720.0,0.00024226368,0.4,2.0686533 +983.86,953.8972,0.08552848,525.4777,2310000.0,4396.0,144375.0,,721760.0,0.00024087745,0.4,1.8795564 +983.86,954.01306,0.042386808,525.3623,2320000.0,4416.0,145000.0,,724960.0,0.00023941824,0.4,1.6424154 +983.86,954.0769,0.046493914,525.3664,2330000.0,4435.0,145625.0,,728000.0,0.000238032,0.4,1.8848071 +984.32,954.14526,0.021146517,525.3705,2340000.0,4454.0,146250.0,,731200.0,0.0002365728,0.4,2.091023 +984.32,954.14703,0.0150782345,525.49194,2350000.0,4472.0,146875.0,,734240.0,0.00023518656,0.4,2.0619006 +984.32,954.1488,0.011264417,525.3785,2360000.0,4492.0,147500.0,,737440.0,0.00023372736,0.4,2.6324248 +984.32,954.08154,0.010271933,525.3824,2370000.0,4511.0,148125.0,,740480.0,0.00023234112,0.4,2.3612514 +984.32,954.0799,-0.0030658362,525.3863,2380000.0,4530.0,148750.0,,743680.0,0.00023088192,0.4,2.1728806 +993.65,954.17163,0.0020582336,525.3902,2390000.0,4549.0,149375.0,,746720.0,0.00022949568,0.4,2.581365 +1000.0,954.3268,-0.014916754,525.27905,2400000.0,4569.0,150000.0,,749920.0,0.00022803649,0.4,2.514196 +1000.0,954.48206,-0.008146166,525.2833,2410000.0,4588.0,150625.0,,753120.0,0.00022657728,0.4,2.699471 +1000.0,954.63727,-0.0052057845,525.4017,2420000.0,4606.0,151250.0,,756160.0,0.00022519103,0.4,3.0474863 +995.77,954.75024,-0.0076469616,525.2918,2430000.0,4626.0,151875.0,,759360.0,0.00022373184,0.4,3.4189386 +979.57,954.7011,0.010461379,525.4091,2440000.0,4644.0,152500.0,,762400.0,0.0002223456,0.4,2.9599185 +979.57,954.652,0.03995171,525.41284,2450000.0,4663.0,153125.0,,765600.0,0.0002208864,0.4,2.9726543 +972.29,954.5301,0.026849851,525.4165,2460000.0,4682.0,153750.0,,768640.0,0.00021950016,0.4,2.913823 +972.29,954.40814,-0.0033556428,525.30835,2470000.0,4702.0,154375.0,,771840.0,0.00021804096,0.4,2.8078647 +966.31,954.07117,0.011825233,525.4237,2480000.0,4720.0,155000.0,,774880.0,0.00021665472,0.4,2.787209 +966.31,953.7539,0.10068297,525.31647,2490000.0,4740.0,155625.0,,778080.0,0.00021519553,0.4,1.8517185 +966.31,953.7607,0.05408718,525.32043,2500000.0,4759.0,156250.0,,781120.0,0.00021380928,0.4,1.8258185 +966.31,953.7675,0.012209599,525.3244,2510000.0,4778.0,156875.0,,784320.0,0.00021235007,0.4,2.0829 +966.31,953.8396,-0.010319874,525.43787,2520000.0,4796.0,157500.0,,787360.0,0.00021096384,0.4,1.6552228 +970.54,953.954,0.014329391,525.3322,2530000.0,4816.0,158125.0,,790560.0,0.00020950464,0.4,1.8011763 +986.74,954.2796,-0.012726607,525.44476,2540000.0,4834.0,158750.0,,793600.0,0.0002081184,0.4,2.5403595 +986.74,954.60516,0.028676441,525.3399,2550000.0,4854.0,159375.0,,796800.0,0.0002066592,0.4,2.179885 +994.02,955.0036,-0.0058587673,525.34375,2560000.0,4873.0,160000.0,,800000.0,0.0002052,0.4,2.7612088 +994.02,955.40204,-0.00013734135,525.34753,2570000.0,4892.0,160625.0,,803040.0,0.00020381376,0.4,2.6556177 +1000.0,955.8602,-0.014194592,525.35126,2580000.0,4911.0,161250.0,,806240.0,0.00020235455,0.4,2.7638502 +1000.0,956.2989,-0.011776829,525.355,2590000.0,4930.0,161875.0,,809280.0,0.00020096832,0.4,2.4052868 +1000.0,956.50214,0.015110448,525.2525,2600000.0,4950.0,162500.0,,812480.0,0.00019950912,0.4,2.6237736 +1000.0,956.7054,-0.009861664,525.3623,2610000.0,4968.0,163125.0,,815520.0,0.00019812289,0.4,2.83903 +1000.0,956.92847,-0.01137939,525.36597,2620000.0,4987.0,163750.0,,818720.0,0.00019666368,0.4,3.3386827 +991.85,957.1079,-0.013692968,525.26465,2630000.0,5007.0,164375.0,,821760.0,0.00019527743,0.4,3.0229735 +950.74,956.82697,0.0019351923,525.2686,2640000.0,5026.0,165000.0,,824960.0,0.00019381824,0.4,2.741192 +942.31,956.58875,-0.041993946,525.3767,2650000.0,5044.0,165625.0,,828000.0,0.000192432,0.4,3.0068285 +942.31,956.35065,0.014611805,525.2765,2660000.0,5064.0,166250.0,,831200.0,0.0001909728,0.4,2.7026472 +933.36,956.0229,0.018587584,525.28033,2670000.0,5083.0,166875.0,,834240.0,0.00018958656,0.4,2.8606548 +917.77,955.5393,0.00967154,525.2842,2680000.0,5102.0,167500.0,,837440.0,0.00018812736,0.4,2.9165583 +917.77,955.0557,0.020373158,525.3906,2690000.0,5120.0,168125.0,,840480.0,0.00018674112,0.4,2.9757218 +917.77,954.4833,0.0026881534,525.2918,2700000.0,5140.0,168750.0,,843680.0,0.00018528193,0.4,3.1732235 +887.65,953.65375,0.0011636018,525.2956,2710000.0,5159.0,169375.0,,846720.0,0.00018389568,0.4,3.1652083 +892.99,952.77185,-0.006404601,525.2993,2720000.0,5178.0,170000.0,,849920.0,0.00018243647,0.4,3.2442825 +886.01,951.82025,-0.0004326066,525.202,2730000.0,5198.0,170625.0,,853120.0,0.00018097728,0.4,3.2970684 +869.07,950.69916,-0.0037914582,525.30676,2740000.0,5216.0,171250.0,,856160.0,0.00017959104,0.4,3.1761022 +823.8,948.99854,0.001716633,525.2101,2750000.0,5236.0,171875.0,,859360.0,0.00017813184,0.4,3.2987757 +823.8,947.29767,0.003909268,525.314,2760000.0,5254.0,172500.0,,862400.0,0.0001767456,0.4,3.3181155 +820.96,945.5686,0.011584707,525.2181,2770000.0,5274.0,173125.0,,865600.0,0.0001752864,0.4,3.4189386 +808.54,943.71533,0.011553991,525.3212,2780000.0,5292.0,173750.0,,868640.0,0.00017390016,0.4,3.064436 +831.87,942.09534,0.05861296,525.2259,2790000.0,5312.0,174375.0,,871840.0,0.00017244097,0.4,2.9864426 +845.15,940.60815,0.0013187896,525.2298,2800000.0,5331.0,175000.0,,874880.0,0.00017105472,0.4,2.8318357 +852.49,939.133,-0.012955666,525.23364,2810000.0,5350.0,175625.0,,878080.0,0.00016959551,0.4,3.0305307 +887.78,938.0226,0.0051923036,525.3353,2820000.0,5368.0,176250.0,,881120.0,0.00016820928,0.4,3.0409265 +913.11,937.1654,-0.023408363,525.2413,2830000.0,5388.0,176875.0,,884320.0,0.00016675008,0.4,3.313127 +923.21,936.40924,-0.012846268,525.24506,2840000.0,5407.0,177500.0,,887360.0,0.00016536385,0.4,3.1697354 +957.34,935.9943,0.0054743597,525.2488,2850000.0,5426.0,178125.0,,890560.0,0.00016390464,0.4,2.7209477 +962.88,935.6348,0.015616006,525.2525,2860000.0,5445.0,178750.0,,893600.0,0.0001625184,0.4,2.381515 +935.02,934.9968,0.026458085,525.1601,2870000.0,5465.0,179375.0,,896800.0,0.0001610592,0.4,2.908247 +943.41,934.44257,0.033495467,525.1641,2880000.0,5484.0,180000.0,,900000.0,0.0001596,0.4,2.2248158 +933.77,933.79193,0.04090221,525.26355,2890000.0,5502.0,180625.0,,903040.0,0.00015821376,0.4,1.6978209 +933.77,933.14136,0.09600934,525.17206,2900000.0,5522.0,181250.0,,906240.0,0.00015675456,0.4,1.0542305 +933.77,932.4907,0.03320984,525.27075,2910000.0,5540.0,181875.0,,909280.0,0.00015536833,0.4,0.93789625 +935.59,931.85846,0.023688948,525.1799,2920000.0,5560.0,182500.0,,912480.0,0.00015390912,0.4,2.168409 +937.52,931.465,0.0040209624,525.1837,2930000.0,5579.0,183125.0,,915520.0,0.00015252289,0.4,2.1802073 +941.87,931.11505,-0.00041076678,525.18756,2940000.0,5598.0,183750.0,,918720.0,0.00015106368,0.4,1.9267737 +951.17,930.85815,0.009135465,525.1914,2950000.0,5617.0,184375.0,,921760.0,0.00014967743,0.4,1.9221961 +951.17,930.6394,-0.0029167964,525.1952,2960000.0,5636.0,185000.0,,924960.0,0.00014821824,0.4,2.5016847 +984.04,930.85596,-0.011673357,525.1989,2970000.0,5655.0,185625.0,,928000.0,0.000146832,0.4,2.4663177 +968.73,933.12103,0.023056438,525.2027,2980000.0,5674.0,186250.0,,931200.0,0.0001453728,0.4,2.8656778 +909.75,935.4715,0.038815722,525.29865,2990000.0,5692.0,186875.0,,934240.0,0.00014398656,0.4,2.676533 +909.75,937.8965,0.033386853,525.2101,3000000.0,5712.0,187500.0,,937440.0,0.00014252737,0.4,2.469603 +903.28,940.2568,1.10163355e-05,525.21375,3010000.0,5731.0,188125.0,,940480.0,0.00014114112,0.4,2.9635425 +903.28,942.6172,0.047794573,525.2174,3020000.0,5750.0,188750.0,,943680.0,0.00013968191,0.4,2.240793 +903.28,944.83264,0.05617997,525.3121,3030000.0,5768.0,189375.0,,946720.0,0.00013829568,0.4,1.5303857 +903.28,947.0482,0.06391464,525.2246,3040000.0,5788.0,190000.0,,949920.0,0.00013683648,0.4,1.4327073 +903.28,948.94,0.052239608,525.22815,3050000.0,5807.0,190625.0,,953120.0,0.00013537728,0.4,1.8076116 +903.28,950.4462,0.037221175,525.2317,3060000.0,5826.0,191250.0,,956160.0,0.00013399104,0.4,2.023338 +927.9,951.4778,0.013284919,525.1454,3070000.0,5846.0,191875.0,,959360.0,0.00013253184,0.4,1.567587 +949.51,951.35156,0.017029347,525.2388,3080000.0,5864.0,192500.0,,962400.0,0.0001311456,0.4,2.0621462 +993.53,951.62854,0.01645611,525.24225,3090000.0,5883.0,193125.0,,965600.0,0.0001296864,0.4,1.5990765 +993.53,951.69904,0.00581026,525.24567,3100000.0,5902.0,193750.0,,968640.0,0.00012830016,0.4,2.1171966 +1000.0,951.8342,-0.009159021,525.1604,3110000.0,5922.0,194375.0,,971840.0,0.00012684095,0.4,1.422974 +1000.0,951.9695,-0.0030625274,525.2525,3120000.0,5940.0,195000.0,,974880.0,0.00012545472,0.4,2.2455778 +1000.0,952.1261,-0.0063695195,525.1678,3130000.0,5960.0,195625.0,,978080.0,0.00012399552,0.4,2.435839 +1000.0,952.28284,0.0063078604,525.17145,3140000.0,5979.0,196250.0,,981120.0,0.00012260929,0.4,1.9652963 +998.14,952.42096,0.0071611824,525.17505,3150000.0,5998.0,196875.0,,984320.0,0.00012115008,0.4,2.6341887 +998.14,952.5591,0.00998542,525.2659,3160000.0,6016.0,197500.0,,987360.0,0.00011976384,0.4,2.3317428 +998.14,952.6972,0.063480705,525.18225,3170000.0,6036.0,198125.0,,990560.0,0.00011830464,0.4,1.1442858 +998.14,952.8353,0.06574943,525.1858,3180000.0,6055.0,198750.0,,993600.0,0.0001169184,0.4,1.3944803 +998.14,952.90015,0.042156395,525.18933,3190000.0,6074.0,199375.0,,996800.0,0.0001154592,0.4,1.9746835 +998.14,953.00977,0.019549476,525.1067,3200000.0,6094.0,200000.0,,1000000.0,0.000114,0.4,1.0638449 +998.14,953.15,0.0070834174,525.19635,3210000.0,6112.0,200625.0,,1003040.0,0.00011261376,0.4,1.7301123 +998.14,953.2903,-0.008283211,525.11414,3220000.0,6132.0,201250.0,,1006240.0,0.00011115456,0.4,2.3334763 +998.14,953.4091,-0.000842777,525.20325,3230000.0,6150.0,201875.0,,1009280.0,0.00010976832,0.4,2.3688946 +998.14,953.5325,-0.018861251,525.1216,3240000.0,6170.0,202500.0,,1012480.0,0.00010830912,0.4,2.237777 +1000.0,953.67456,-0.014235298,525.2101,3250000.0,6188.0,203125.0,,1015520.0,0.00010692288,0.4,2.1110039 +1000.0,953.8166,-0.0146468645,525.21344,3260000.0,6207.0,203750.0,,1018720.0,0.00010546368,0.4,1.8962529 +1000.0,953.95844,-0.022823576,525.21686,3270000.0,6226.0,204375.0,,1021760.0,0.00010407744,0.4,2.264543 +1000.0,954.10046,-0.015775068,525.1361,3280000.0,6246.0,205000.0,,1024960.0,0.00010261824,0.4,1.7101257 +1000.0,954.3993,-0.01300336,525.2235,3290000.0,6264.0,205625.0,,1028000.0,0.000101232,0.4,1.174499 +1000.0,954.6534,-0.004567132,525.14325,3300000.0,6284.0,206250.0,,1031200.0,9.97728e-05,0.4,1.1480446 +1000.0,954.81476,-0.024880577,525.1467,3310000.0,6303.0,206875.0,,1034240.0,9.838656e-05,0.4,1.5939724 +1000.0,954.9761,4.102146e-05,525.15027,3320000.0,6322.0,207500.0,,1037440.0,9.692736e-05,0.4,1.1580892 +1000.0,955.1376,-0.018523557,525.2366,3330000.0,6340.0,208125.0,,1040480.0,9.554112e-05,0.4,1.5557884 +1000.0,955.2944,-0.026940256,525.1572,3340000.0,6360.0,208750.0,,1043680.0,9.408192e-05,0.4,2.1144085 +1000.0,955.4511,-0.021176865,525.1607,3350000.0,6379.0,209375.0,,1046720.0,9.269568e-05,0.4,1.4715192 +1000.0,955.608,-0.008077707,525.1641,3360000.0,6398.0,210000.0,,1049920.0,9.123648e-05,0.4,2.0358725 +994.77,955.7125,0.007317062,525.0857,3370000.0,6418.0,210625.0,,1053120.0,8.977728e-05,0.4,1.8468264 +989.84,955.76776,0.0019355208,525.1709,3380000.0,6436.0,211250.0,,1056160.0,8.839104e-05,0.4,2.102508 +984.98,955.6809,0.003494259,525.17426,3390000.0,6455.0,211875.0,,1059360.0,8.693184e-05,0.4,1.8933467 +973.49,955.41583,0.00057497993,525.1776,3400000.0,6474.0,212500.0,,1062400.0,8.55456e-05,0.4,1.6399081 +926.19,954.6778,0.007279908,525.1001,3410000.0,6494.0,213125.0,,1065600.0,8.40864e-05,0.4,1.315694 +898.16,953.6593,0.012465562,525.18427,3420000.0,6512.0,213750.0,,1068640.0,8.270016e-05,0.4,1.7129174 +898.16,952.6832,0.022760784,525.18756,3430000.0,6531.0,214375.0,,1071840.0,8.124096e-05,0.4,1.6181397 +898.16,951.8691,0.008255998,525.19086,3440000.0,6550.0,215000.0,,1074880.0,7.985472e-05,0.4,1.7336699 +898.16,951.055,0.021003127,525.11414,3450000.0,6570.0,215625.0,,1078080.0,7.839552e-05,0.4,0.8828747 +903.39,950.36597,0.050163694,525.1973,3460000.0,6588.0,216250.0,,1081120.0,7.700928e-05,0.4,0.4399446 +908.32,949.7263,0.0040871035,525.1211,3470000.0,6608.0,216875.0,,1084320.0,7.555008e-05,0.4,0.6662104 +913.18,949.195,0.043344464,525.20374,3480000.0,6626.0,217500.0,,1087360.0,7.416384e-05,0.4,0.025928907 +924.67,948.77875,0.04572175,525.12787,3490000.0,6646.0,218125.0,,1090560.0,7.270464e-05,0.4,0.29131377 +940.12,948.5168,0.012718855,525.2101,3500000.0,6664.0,218750.0,,1093600.0,7.13184e-05,0.4,-0.3795793 +974.38,948.5975,0.00841783,525.13464,3510000.0,6684.0,219375.0,,1096800.0,6.98592e-05,0.4,0.19179577 +1000.0,948.9344,0.02087637,525.138,3520000.0,6703.0,220000.0,,1100000.0,6.84e-05,0.4,0.024614103 +1000.0,949.229,0.0057701655,525.2195,3530000.0,6721.0,220625.0,,1103040.0,6.701376e-05,0.4,0.08831574 +1000.0,949.36163,-0.01805561,525.14465,3540000.0,6741.0,221250.0,,1106240.0,6.555456e-05,0.4,0.17495793 +1000.0,949.4942,0.026179442,525.14795,3550000.0,6760.0,221875.0,,1109280.0,6.416832e-05,0.4,0.38763577 +1000.0,949.5541,0.02023012,525.1512,3560000.0,6779.0,222500.0,,1112480.0,6.270912e-05,0.4,0.4840532 +994.02,949.55396,-0.0077072443,525.1545,3570000.0,6798.0,223125.0,,1115520.0,6.132288e-05,0.4,0.21866092 +994.02,949.4943,-0.017855635,525.0807,3580000.0,6818.0,223750.0,,1118720.0,5.986368e-05,0.4,0.7902649 +994.02,949.4345,-0.005830149,525.1609,3590000.0,6836.0,224375.0,,1121760.0,5.847744e-05,0.4,0.03417541 +994.02,949.3748,0.036183164,525.1641,3600000.0,6855.0,225000.0,,1124960.0,5.701824e-05,0.4,-0.62089723 +994.02,949.315,0.09275226,525.1673,3610000.0,6874.0,225625.0,,1128000.0,5.5632e-05,0.4,-0.2684472 +994.02,949.25525,0.024523154,525.1705,3620000.0,6893.0,226250.0,,1131200.0,5.41728e-05,0.4,0.33468622 +994.02,949.27686,0.0013840165,525.1736,3630000.0,6912.0,226875.0,,1134240.0,5.278656e-05,0.4,-0.22224899 +994.02,949.7097,-0.0045288983,525.17676,3640000.0,6931.0,227500.0,,1137440.0,5.132736e-05,0.4,-0.22708985 +994.02,950.2268,0.004071591,525.1799,3650000.0,6950.0,228125.0,,1140480.0,4.994112e-05,0.4,0.18371135 +994.02,950.7439,-0.009807828,525.183,3660000.0,6969.0,228750.0,,1143680.0,4.848192e-05,0.4,-0.34575135 +1000.0,951.4102,0.017660031,525.18604,3670000.0,6988.0,229375.0,,1146720.0,4.709568e-05,0.4,-0.115288705 +1000.0,952.2325,-0.007048312,525.11414,3680000.0,7008.0,230000.0,,1149920.0,4.563648e-05,0.4,0.86702186 +998.33,953.038,-0.020057596,525.11743,3690000.0,7027.0,230625.0,,1153120.0,4.417728e-05,0.4,1.8192301 +988.75,953.7478,0.005222339,525.1952,3700000.0,7045.0,231250.0,,1156160.0,4.279104e-05,0.4,1.5194201 +975.8,954.6292,-0.010087945,525.12384,3710000.0,7065.0,231875.0,,1159360.0,4.133184e-05,0.4,0.7901472 +970.86,955.40796,0.013460079,525.1271,3720000.0,7084.0,232500.0,,1162400.0,3.99456e-05,0.4,1.0202532 +956.67,956.1145,0.02537464,525.13025,3730000.0,7103.0,233125.0,,1165600.0,3.84864e-05,0.4,1.7045617 +934.9,956.7729,0.033804946,525.13336,3740000.0,7122.0,233750.0,,1168640.0,3.710016e-05,0.4,0.79900944 +934.9,957.8839,0.015663428,525.063,3750000.0,7142.0,234375.0,,1171840.0,3.564096e-05,0.4,0.45658088 +934.9,958.99493,0.020852884,525.13965,3760000.0,7160.0,235000.0,,1174880.0,3.425472e-05,0.4,1.0351381 +934.9,960.1342,0.025956174,525.14276,3770000.0,7179.0,235625.0,,1178080.0,3.279552e-05,0.4,0.060855836 +936.57,961.41455,0.036672816,525.07294,3780000.0,7199.0,236250.0,,1181120.0,3.140928e-05,0.4,0.95040613 +943.93,962.53516,0.03829221,525.0762,3790000.0,7218.0,236875.0,,1184320.0,2.995008e-05,0.4,0.17595543 +951.52,963.5989,0.016509827,525.15204,3800000.0,7236.0,237500.0,,1187360.0,2.856384e-05,0.4,-0.67377174 +964.04,964.71436,0.060457285,525.0827,3810000.0,7256.0,238125.0,,1190560.0,2.710464e-05,0.4,-0.34133512 +964.04,965.47705,0.08306528,525.1581,3820000.0,7274.0,238750.0,,1193600.0,2.57184e-05,0.4,-0.07763612 +978.23,966.1281,0.035722475,525.0891,3830000.0,7294.0,239375.0,,1196800.0,2.42592e-05,0.4,0.0127930045 +1000.0,966.896,0.009078692,525.0205,3840000.0,7314.0,240000.0,,1200000.0,2.28e-05,0.4,0.030889384 +1000.0,967.32263,0.026597688,525.02386,3850000.0,7333.0,240625.0,,1203040.0,2.141376e-05,0.4,0.23528998 +1000.0,967.69385,0.04091757,525.0272,3860000.0,7352.0,241250.0,,1206240.0,1.995456e-05,0.4,-0.17008403 +1000.0,968.34375,0.00011613255,525.10175,3870000.0,7370.0,241875.0,,1209280.0,1.856832e-05,0.4,0.9341305 +1000.0,968.9096,0.0019786623,525.0338,3880000.0,7390.0,242500.0,,1212480.0,1.710912e-05,0.4,0.44581255 +1000.0,969.5719,0.006490867,525.108,3890000.0,7408.0,243125.0,,1215520.0,1.572288e-05,0.4,0.44470918 +1000.0,970.2342,0.011609659,525.0404,3900000.0,7428.0,243750.0,,1218720.0,1.426368e-05,0.4,0.44778633 +1000.0,970.89655,-0.0074332566,525.04364,3910000.0,7447.0,244375.0,,1221760.0,1.287744e-05,0.4,0.1682422 +1000.0,971.54065,0.002514973,525.0469,3920000.0,7466.0,245000.0,,1224960.0,1.141824e-05,0.4,0.63083684 +1000.0,972.16547,0.0130420225,525.0501,3930000.0,7485.0,245625.0,,1228000.0,1.0032e-05,0.4,-0.064456165 +1000.0,972.7467,0.0019239637,524.98334,3940000.0,7505.0,246250.0,,1231200.0,8.5728e-06,0.4,0.5288865 +1000.0,973.235,0.002899051,524.91693,3950000.0,7525.0,246875.0,,1234240.0,7.18656e-06,0.4,0.6692883 +1000.0,973.7234,-0.007852501,525.7568,3960000.0,7532.0,247500.0,,1237440.0,5.72736e-06,0.4,0.103535354 +1000.0,973.883,-0.0134767955,526.59503,3970000.0,7539.0,248125.0,,1240480.0,4.34112e-06,0.4,-0.059341207 +1000.0,974.1956,-0.008409525,527.292,3980000.0,7548.0,248750.0,,1243680.0,2.88192e-06,0.4,0.9602086 +1000.0,975.09814,-0.0041320757,528.1271,3990000.0,7555.0,249375.0,,1246720.0,1.49568e-06,0.4,-0.08886999 +1000.0,976.0006,-0.0019659635,528.8906,4000000.0,7563.0,250000.0,,1249920.0,3.648e-08,0.4,0.35209462 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_df_train.csv b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..1914b661bc01601bbd8a372951a27193192fddd2 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_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 +36.51,36.51,0.06977885,454.54544,10000.0,22.0,625.0,,3040.0,0.00056861376,0.4,-0.07077627 +74.58,55.545,0.10164156,500.0,20000.0,40.0,1250.0,,6240.0,0.00056715455,0.4,1.340076 +135.55,82.21333,0.043710034,517.2414,30000.0,58.0,1875.0,,9280.0,0.00056576834,0.4,2.0723677 +110.47,89.2775,-0.007126464,506.3291,40000.0,79.0,2500.0,,12480.0,0.0005643091,0.4,1.4628644 +130.47,97.516,-0.0138813825,515.4639,50000.0,97.0,3125.0,,15520.0,0.00056292285,0.4,1.1184614 +242.02,121.6,-0.006544853,512.8205,60000.0,117.0,3750.0,,18720.0,0.0005614637,0.4,1.410326 +342.82,153.20285,0.12425741,514.7059,70000.0,136.0,4375.0,,21760.0,0.00056007743,0.4,2.5046573 +97.81,146.27875,-0.013217329,516.129,80000.0,155.0,5000.0,,24960.0,0.0005586182,0.4,2.2828922 +117.74,143.10777,-0.0064891702,520.2312,90000.0,173.0,5625.0,,28000.0,0.000557232,0.4,1.7662681 +258.4,154.637,0.0028147006,518.1347,100000.0,193.0,6250.0,,31200.0,0.0005557728,0.4,1.0296812 +309.9,168.75182,0.005166255,521.327,110000.0,211.0,6875.0,,34240.0,0.0005543866,0.4,1.3286457 +408.33,188.71667,0.005860332,521.73914,120000.0,230.0,7500.0,,37440.0,0.0005529274,0.4,1.4280689 +505.68,213.09846,-0.022140058,522.0884,130000.0,249.0,8125.0,,40480.0,0.0005515411,0.4,1.606456 +565.85,238.295,-0.015728403,520.4461,140000.0,269.0,8750.0,,43680.0,0.0005500819,0.4,2.1996682 +390.45,248.43866,-0.023537658,522.6481,150000.0,287.0,9375.0,,46720.0,0.0005486957,0.4,2.9093022 +286.93,250.84438,-0.006441628,522.8758,160000.0,306.0,10000.0,,49920.0,0.0005472365,0.4,3.2420862 +168.53,246.00235,-0.012205466,521.4724,170000.0,326.0,10625.0,,53120.0,0.00054577726,0.4,3.1633267 +164.74,241.4878,-0.022816017,523.2558,180000.0,344.0,11250.0,,56160.0,0.00054439105,0.4,3.37976 +223.6,240.54634,0.0069329194,521.978,190000.0,364.0,11875.0,,59360.0,0.00054293184,0.4,3.4165843 +322.79,244.65852,0.003184617,522.19324,200000.0,383.0,12500.0,,62400.0,0.0005415456,0.4,3.0582464 +411.54,252.60526,-0.006765701,522.38806,210000.0,402.0,13125.0,,65600.0,0.0005400864,0.4,3.2888732 +436.87,260.98093,-0.009490786,522.5653,220000.0,421.0,13750.0,,68640.0,0.00053870014,0.4,3.4189386 +512.66,271.92352,-0.01393108,522.7273,230000.0,440.0,14375.0,,71840.0,0.00053724094,0.4,3.4189386 +564.26,284.1042,0.0010982149,522.8758,240000.0,459.0,15000.0,,74880.0,0.0005358547,0.4,3.4189386 +591.61,296.40442,0.0067103887,523.0126,250000.0,478.0,15625.0,,78080.0,0.0005343955,0.4,3.4189386 +616.47,308.71463,-0.0036423404,523.13885,260000.0,497.0,16250.0,,81120.0,0.0005330093,0.4,3.4189386 +662.96,321.8348,-0.019476999,522.2437,270000.0,517.0,16875.0,,84320.0,0.0005315501,0.4,3.4138308 +686.28,334.85074,-0.023691995,523.3645,280000.0,535.0,17500.0,,87360.0,0.0005301638,0.4,3.4189386 +765.89,349.71414,-0.016934754,523.4657,290000.0,554.0,18125.0,,90560.0,0.00052870467,0.4,3.2835643 +852.19,366.46335,-0.021962624,523.5602,300000.0,573.0,18750.0,,93600.0,0.0005273184,0.4,3.4189386 +890.51,383.36807,-0.0128446845,523.6486,310000.0,592.0,19375.0,,96800.0,0.0005258592,0.4,3.4189386 +714.1,393.70343,-0.015573442,522.8758,320000.0,612.0,20000.0,,100000.0,0.0005244,0.4,3.4189386 +587.49,399.57574,-0.019148659,523.8095,330000.0,630.0,20625.0,,103040.0,0.00052301376,0.4,3.4189386 +615.27,405.91968,-0.040517513,523.0769,340000.0,650.0,21250.0,,106240.0,0.00052155455,0.4,3.4189386 +604.48,411.59286,-0.0066973693,523.9521,350000.0,668.0,21875.0,,109280.0,0.00052016834,0.4,3.4189386 +627.51,417.59055,-0.009198987,524.01746,360000.0,687.0,22500.0,,112480.0,0.00051870913,0.4,3.4189386 +636.4,423.50433,-0.016055863,524.07935,370000.0,706.0,23125.0,,115520.0,0.00051732286,0.4,3.4189386 +646.91,429.38342,-0.017792124,524.13794,380000.0,725.0,23750.0,,118720.0,0.0005158637,0.4,3.4189386 +706.63,436.49234,-0.00483085,524.19354,390000.0,744.0,24375.0,,121760.0,0.00051447743,0.4,3.4189386 +748.67,444.29678,-0.0064201276,523.5602,400000.0,764.0,25000.0,,124960.0,0.0005130182,0.4,3.4189386 +850.16,454.1959,-0.018489873,524.2967,410000.0,782.0,25625.0,,128000.0,0.000511632,0.4,3.336422 +928.98,465.50027,3.8204318e-05,524.34454,420000.0,801.0,26250.0,,131200.0,0.0005101728,0.4,3.3143554 +952.37,476.8228,-0.004204091,524.39026,430000.0,820.0,26875.0,,134240.0,0.0005087866,0.4,3.4189386 +952.37,487.63068,-0.0063813566,523.8095,440000.0,840.0,27500.0,,137440.0,0.0005073274,0.4,3.4189386 +962.78,498.18954,-0.0082449885,524.4755,450000.0,858.0,28125.0,,140480.0,0.0005059411,0.4,3.4189386 +952.93,508.0752,0.0068419026,524.5154,460000.0,877.0,28750.0,,143680.0,0.0005044819,0.4,3.4189386 +944.63,517.3636,0.0057071797,524.5536,470000.0,896.0,29375.0,,146720.0,0.0005030957,0.4,3.4189386 +946.8,526.3102,-0.016484898,524.59015,480000.0,915.0,30000.0,,149920.0,0.0005016365,0.4,3.4189386 +953.92,535.0369,-0.013003466,524.62524,490000.0,934.0,30625.0,,153120.0,0.00050017727,0.4,3.3175354 +963.26,543.6014,-0.025652757,524.659,500000.0,953.0,31250.0,,156160.0,0.00049879105,0.4,3.354574 +963.26,551.82996,-0.008977994,524.1521,510000.0,973.0,31875.0,,159360.0,0.00049733184,0.4,3.3548803 +963.26,559.74207,-0.01988235,524.7225,520000.0,991.0,32500.0,,162400.0,0.0004959456,0.4,3.4189386 +963.26,567.3556,-0.006637431,524.7525,530000.0,1010.0,33125.0,,165600.0,0.0004944864,0.4,3.4189386 +948.27,574.4096,-0.007986726,524.7813,540000.0,1029.0,33750.0,,168640.0,0.00049310015,0.4,3.335438 +948.65,581.2139,-0.011038809,524.80914,550000.0,1048.0,34375.0,,171840.0,0.00049164094,0.4,3.4189386 +959.77,587.97394,-0.015020463,524.836,560000.0,1067.0,35000.0,,174880.0,0.0004902547,0.4,3.4189386 +980.67,594.86334,-0.013984047,524.379,570000.0,1087.0,35625.0,,178080.0,0.0004887955,0.4,3.4189386 +985.01,601.59,-0.012334709,524.8869,580000.0,1105.0,36250.0,,181120.0,0.00048740927,0.4,3.3929899 +985.01,608.08875,-0.018223425,524.911,590000.0,1124.0,36875.0,,184320.0,0.0004859501,0.4,3.4189386 +985.01,614.3708,-0.003860658,524.9344,600000.0,1143.0,37500.0,,187360.0,0.00048456385,0.4,3.3625584 +985.01,620.44684,0.03197238,524.5056,610000.0,1163.0,38125.0,,190560.0,0.00048310464,0.4,2.632606 +985.01,626.3269,0.003702068,524.9788,620000.0,1181.0,38750.0,,193600.0,0.0004817184,0.4,2.4679785 +985.1,632.0218,-0.0012121362,525.0,630000.0,1200.0,39375.0,,196800.0,0.0004802592,0.4,3.0059066 +986.45,637.5596,-0.025549725,524.59015,640000.0,1220.0,40000.0,,200000.0,0.0004788,0.4,3.315452 +992.36,643.018,-0.027340222,525.0404,650000.0,1238.0,40625.0,,203040.0,0.00047741376,0.4,3.1150744 +992.36,648.3111,0.0141452765,524.6423,660000.0,1258.0,41250.0,,206240.0,0.00047595456,0.4,3.0394611 +992.36,653.4461,6.813538e-05,524.6672,670000.0,1277.0,41875.0,,209280.0,0.0004745683,0.4,2.8309293 +992.36,658.4302,0.00545793,524.69135,680000.0,1296.0,42500.0,,212480.0,0.00047310913,0.4,3.2423203 +992.36,663.2697,-0.0067676413,525.11414,690000.0,1314.0,43125.0,,215520.0,0.0004717229,0.4,3.1379158 +985.6,667.87445,-0.030294672,524.7376,700000.0,1334.0,43750.0,,218720.0,0.00047026368,0.4,3.4189386 +925.1,671.4974,-0.015955254,524.75977,710000.0,1353.0,44375.0,,221760.0,0.00046887744,0.4,3.0477138 +916.63,674.9019,0.003214306,524.7813,720000.0,1372.0,45000.0,,224960.0,0.00046741823,0.4,3.0564466 +922.53,678.29407,-0.009952401,525.1799,730000.0,1390.0,45625.0,,228000.0,0.000466032,0.4,3.2089887 +922.53,681.5946,-0.01119127,524.8227,740000.0,1410.0,46250.0,,231200.0,0.0004645728,0.4,3.182167 +922.53,684.80707,0.013178331,524.8425,750000.0,1429.0,46875.0,,234240.0,0.00046318656,0.4,2.8385377 +916.92,687.8612,0.013666512,524.8619,760000.0,1448.0,47500.0,,237440.0,0.00046172735,0.4,3.0208116 +896.04,690.5648,-0.02764908,524.88074,770000.0,1467.0,48125.0,,240480.0,0.0004603411,0.4,3.2463012 +881.82,693.01685,0.009035411,524.89905,780000.0,1486.0,48750.0,,243680.0,0.00045888193,0.4,3.2012563 +874.84,695.31836,-0.015386566,524.91693,790000.0,1505.0,49375.0,,246720.0,0.00045749568,0.4,3.1627617 +931.07,698.26526,0.008603498,524.9344,800000.0,1524.0,50000.0,,249920.0,0.00045603648,0.4,2.5853288 +923.7,701.04834,0.0034176887,524.6114,810000.0,1544.0,50625.0,,253120.0,0.00045457727,0.4,2.8359714 +915.96,703.66925,-0.012544818,524.968,820000.0,1562.0,51250.0,,256160.0,0.00045319105,0.4,3.0421388 +898.58,706.0176,-0.020069385,524.65234,830000.0,1582.0,51875.0,,259360.0,0.00045173184,0.4,3.0381277 +877.92,708.064,-0.0051748655,524.67206,840000.0,1601.0,52500.0,,262400.0,0.0004503456,0.4,3.0815525 +819.13,709.37067,-0.029378513,524.69135,850000.0,1620.0,53125.0,,265600.0,0.0004488864,0.4,3.3742208 +816.31,710.61414,-0.008917785,525.0305,860000.0,1638.0,53750.0,,268640.0,0.00044750015,0.4,3.0038948 +813.74,711.7995,-0.017968787,524.7286,870000.0,1658.0,54375.0,,271840.0,0.00044604097,0.4,3.337257 +778.03,712.5521,-0.028098602,524.7466,880000.0,1677.0,55000.0,,274880.0,0.00044465472,0.4,3.2364645 +751.88,712.99396,-0.004543117,524.76416,890000.0,1696.0,55625.0,,278080.0,0.00044319552,0.4,2.7661407 +761.36,713.5314,0.00090320635,525.0875,900000.0,1714.0,56250.0,,281120.0,0.00044180927,0.4,3.3574462 +723.44,713.64026,-0.01145409,524.79816,910000.0,1734.0,56875.0,,284320.0,0.0004403501,0.4,3.1699934 +724.02,713.7531,-0.034464754,525.11414,920000.0,1752.0,57500.0,,287360.0,0.00043896385,0.4,2.9193656 +760.98,714.2609,-0.026037205,524.8307,930000.0,1772.0,58125.0,,290560.0,0.00043750464,0.4,3.0619454 +767.84,714.83093,-0.015832603,524.84644,940000.0,1791.0,58750.0,,293600.0,0.0004361184,0.4,2.9607816 +756.44,715.2689,-0.030899642,524.8619,950000.0,1810.0,59375.0,,296800.0,0.0004346592,0.4,2.8328514 +741.77,715.545,0.0019979342,524.87695,960000.0,1829.0,60000.0,,300000.0,0.0004332,0.4,3.1238923 +748.3,715.8826,-0.04663222,524.8918,970000.0,1848.0,60625.0,,303040.0,0.00043181377,0.4,3.3918588 +717.99,715.9042,-0.0072246394,524.62524,980000.0,1868.0,61250.0,,306240.0,0.00043035456,0.4,3.2306051 +749.74,716.246,-0.027285889,524.9205,990000.0,1886.0,61875.0,,309280.0,0.0004289683,0.4,3.3997703 +763.64,716.7199,-0.010747299,524.9344,1000000.0,1905.0,62500.0,,312480.0,0.00042750913,0.4,3.1254542 +677.26,723.12744,-0.026495991,524.948,1010000.0,1924.0,63125.0,,315520.0,0.0004261229,0.4,3.38522 +710.75,729.4891,-0.013956151,524.9614,1020000.0,1943.0,63750.0,,318720.0,0.00042466368,0.4,2.9085789 +719.44,735.3279,-0.023361059,524.9745,1030000.0,1962.0,64375.0,,321760.0,0.00042327744,0.4,3.0692308 +727.71,741.5003,-0.010875868,524.7225,1040000.0,1982.0,65000.0,,324960.0,0.00042181823,0.4,3.0937865 +709.44,747.29,-0.011528716,525.0,1050000.0,2000.0,65625.0,,328000.0,0.000420432,0.4,3.29083 +601.78,750.88763,-0.0054047084,525.0124,1060000.0,2019.0,66250.0,,331200.0,0.0004189728,0.4,2.916835 +652.72,753.98663,-0.021783827,525.02454,1070000.0,2038.0,66875.0,,334240.0,0.00041758656,0.4,3.3157268 +676.05,759.76904,-0.030583102,524.7813,1080000.0,2058.0,67500.0,,337440.0,0.00041612735,0.4,3.3671336 +691.04,765.502,-0.013947203,525.04816,1090000.0,2076.0,68125.0,,340480.0,0.0004147411,0.4,3.2975292 +673.06,769.6487,-0.013231859,525.0597,1100000.0,2095.0,68750.0,,343680.0,0.00041328193,0.4,3.2892299 +667.68,773.2264,-0.01241424,525.071,1110000.0,2114.0,69375.0,,346720.0,0.0004118957,0.4,2.919819 +678.96,775.93286,0.029098962,525.08203,1120000.0,2133.0,70000.0,,349920.0,0.00041043648,0.4,3.050362 +734.03,778.2163,-0.013477151,524.84906,1130000.0,2153.0,70625.0,,353120.0,0.00040897727,0.4,3.3013208 +648.8,779.0458,-0.009598075,525.10364,1140000.0,2171.0,71250.0,,356160.0,0.00040759103,0.4,2.9268281 +602.56,781.16693,-0.014717533,524.8745,1150000.0,2191.0,71875.0,,359360.0,0.00040613185,0.4,3.2578886 +613.39,784.4316,-0.028876463,525.1245,1160000.0,2209.0,72500.0,,362400.0,0.0004047456,0.4,2.876458 +625.45,789.0008,-0.015522607,524.89905,1170000.0,2229.0,73125.0,,365600.0,0.0004032864,0.4,2.9274614 +648.5,793.8384,-0.018859116,524.911,1180000.0,2248.0,73750.0,,368640.0,0.00040190015,0.4,2.9200373 +678.92,798.39154,-0.015579636,524.9228,1190000.0,2267.0,74375.0,,371840.0,0.00040044097,0.4,2.8373075 +708.68,802.25037,-0.012998491,525.1641,1200000.0,2285.0,75000.0,,374880.0,0.00039905473,0.4,2.6223319 +765.93,805.7943,-0.026352683,524.94574,1210000.0,2305.0,75625.0,,378080.0,0.00039759552,0.4,2.962853 +807.6,809.50165,-0.0066299387,524.957,1220000.0,2324.0,76250.0,,381120.0,0.00039620927,0.4,2.6130393 +798.92,812.36414,0.0029302284,524.968,1230000.0,2343.0,76875.0,,384320.0,0.00039475007,0.4,2.8640704 +840.65,815.12805,0.0025059048,524.9788,1240000.0,2362.0,77500.0,,387360.0,0.00039336385,0.4,2.5273812 +833.99,817.55194,-0.0003389244,524.9895,1250000.0,2381.0,78125.0,,390560.0,0.00039190464,0.4,2.543933 +856.36,819.9508,-0.0062351986,525.2188,1260000.0,2399.0,78750.0,,393600.0,0.0003905184,0.4,2.8128743 +856.36,821.8847,0.043649577,525.2275,1270000.0,2418.0,79375.0,,396800.0,0.0003890592,0.4,2.453337 +858.07,823.60266,0.013972654,525.0205,1280000.0,2438.0,80000.0,,400000.0,0.0003876,0.4,2.6767776 +883.65,824.78033,0.03910103,525.0305,1290000.0,2457.0,80625.0,,403040.0,0.00038621377,0.4,1.5914624 +883.65,825.09485,0.02614888,525.0404,1300000.0,2476.0,81250.0,,406240.0,0.00038475456,0.4,2.1254382 +903.43,825.22406,-0.019930342,525.0501,1310000.0,2495.0,81875.0,,409280.0,0.00038336831,0.4,3.04919 +972.28,827.80585,-0.02185571,525.0597,1320000.0,2514.0,82500.0,,412480.0,0.0003819091,0.4,3.1440868 +977.48,831.7057,-0.01760648,525.0691,1330000.0,2533.0,83125.0,,415520.0,0.0003805229,0.4,2.641045 +977.48,835.3278,0.010770162,525.07837,1340000.0,2552.0,83750.0,,418720.0,0.00037906368,0.4,2.726048 +984.14,839.12445,-0.016139774,525.0875,1350000.0,2571.0,84375.0,,421760.0,0.00037767744,0.4,2.9072125 +984.14,842.6907,-0.021005439,525.0965,1360000.0,2590.0,85000.0,,424960.0,0.00037621823,0.4,3.2617655 +991.05,846.23724,-0.00061185274,525.30676,1370000.0,2608.0,85625.0,,428000.0,0.000374832,0.4,3.3020782 +984.48,849.6129,-0.013805161,525.11414,1380000.0,2628.0,86250.0,,431200.0,0.0003733728,0.4,3.0561235 +984.48,852.3914,0.005318904,525.3212,1390000.0,2646.0,86875.0,,434240.0,0.00037198656,0.4,2.660555 +984.48,854.74945,0.05478186,525.1313,1400000.0,2666.0,87500.0,,437440.0,0.00037052736,0.4,2.7119896 +984.48,856.09265,0.026900796,525.3353,1410000.0,2684.0,88125.0,,440480.0,0.0003691411,0.4,2.1485775 +984.48,856.64764,0.013233875,525.14795,1420000.0,2704.0,88750.0,,443680.0,0.00036768193,0.4,2.4450016 +984.48,856.96875,0.010571253,525.349,1430000.0,2722.0,89375.0,,446720.0,0.0003662957,0.4,2.1770306 +984.48,857.28986,0.008419871,525.3557,1440000.0,2741.0,90000.0,,449920.0,0.00036483648,0.4,2.4634092 +984.48,857.5069,-0.023391055,525.17206,1450000.0,2761.0,90625.0,,453120.0,0.00036337727,0.4,2.9909782 +984.48,857.8223,-0.015476914,525.36884,1460000.0,2779.0,91250.0,,456160.0,0.00036199103,0.4,3.0998943 +984.48,858.2209,-0.003866676,525.37524,1470000.0,2798.0,91875.0,,459360.0,0.00036053185,0.4,2.820657 +1000.0,858.75287,0.0064825215,525.3816,1480000.0,2817.0,92500.0,,462400.0,0.0003591456,0.4,2.9078393 +998.05,859.1942,-0.018136904,525.2027,1490000.0,2837.0,93125.0,,465600.0,0.0003576864,0.4,3.3303046 +965.63,859.21796,-0.02686871,525.39404,1500000.0,2855.0,93750.0,,468640.0,0.00035630015,0.4,2.7493403 +965.63,859.2417,-0.0012083092,525.40015,1510000.0,2874.0,94375.0,,471840.0,0.00035484097,0.4,3.1633244 +959.1,859.20013,0.073582485,525.2246,1520000.0,2894.0,95000.0,,474880.0,0.00035345473,0.4,2.729241 +959.1,859.15857,0.0031293486,525.2317,1530000.0,2913.0,95625.0,,478080.0,0.00035199552,0.4,3.3035026 +954.18,859.21765,-0.016424969,525.41797,1540000.0,2931.0,96250.0,,481120.0,0.00035060928,0.4,2.9007876 +954.18,859.27295,0.016161961,525.24567,1550000.0,2951.0,96875.0,,484320.0,0.00034915007,0.4,2.7761607 +954.18,859.21704,0.007450198,525.42944,1560000.0,2969.0,97500.0,,487360.0,0.00034776385,0.4,1.9850241 +954.18,858.9521,0.015549709,525.43506,1570000.0,2988.0,98125.0,,490560.0,0.00034630465,0.4,1.903034 +954.18,858.64374,0.0065655108,525.4406,1580000.0,3007.0,98750.0,,493600.0,0.0003449184,0.4,2.378289 +956.13,858.355,0.0037174635,525.2725,1590000.0,3027.0,99375.0,,496800.0,0.0003434592,0.4,2.9770813 +979.67,858.30164,-0.060842074,525.27905,1600000.0,3046.0,100000.0,,500000.0,0.000342,0.4,2.3881495 +979.67,858.2483,0.05946365,525.4569,1610000.0,3064.0,100625.0,,503040.0,0.00034061377,0.4,1.6901728 +977.7,858.1752,0.02236936,525.2918,1620000.0,3084.0,101250.0,,506240.0,0.00033915456,0.4,2.261164 +973.91,858.06323,0.0151434215,525.46747,1630000.0,3102.0,101875.0,,509280.0,0.00033776832,0.4,2.4829545 +978.83,857.98694,0.017816747,525.4726,1640000.0,3121.0,102500.0,,512480.0,0.0003363091,0.4,1.9484167 +966.13,857.7247,0.015790118,525.4777,1650000.0,3140.0,103125.0,,515520.0,0.0003349229,0.4,1.9479482 +966.13,857.46234,0.027288869,525.31647,1660000.0,3160.0,103750.0,,518720.0,0.0003334637,0.4,2.1759746 +966.13,857.20013,0.026936015,525.48773,1670000.0,3178.0,104375.0,,521760.0,0.00033207744,0.4,2.044735 +966.13,856.9378,0.014553459,525.3283,1680000.0,3198.0,105000.0,,524960.0,0.00033061823,0.4,2.4100182 +966.13,856.6756,0.022431733,525.4975,1690000.0,3216.0,105625.0,,528000.0,0.000329232,0.4,2.2537932 +975.01,856.5696,0.00057643093,525.5023,1700000.0,3235.0,106250.0,,531200.0,0.0003277728,0.4,2.5276756 +970.61,857.0248,0.0039300183,525.5071,1710000.0,3254.0,106875.0,,534240.0,0.00032638657,0.4,2.4059005 +981.17,857.6701,0.039201394,525.35126,1720000.0,3274.0,107500.0,,537440.0,0.00032492736,0.4,1.3678606 +981.17,858.2565,0.059156854,525.5164,1730000.0,3292.0,108125.0,,540480.0,0.0003235411,0.4,2.0896454 +981.17,858.8429,-0.0028367434,525.521,1740000.0,3311.0,108750.0,,543680.0,0.00032208193,0.4,2.667623 +993.87,859.55634,0.038771763,525.5255,1750000.0,3330.0,109375.0,,546720.0,0.0003206957,0.4,2.0580826 +993.87,860.3258,0.009674529,525.3731,1760000.0,3350.0,110000.0,,549920.0,0.00031923648,0.4,2.022266 +993.87,861.30396,0.020275626,525.3785,1770000.0,3369.0,110625.0,,553120.0,0.00031777727,0.4,2.2607245 +993.87,862.42444,-0.012421528,525.5388,1780000.0,3387.0,111250.0,,556160.0,0.00031639103,0.4,2.5179598 +993.87,863.61475,0.005216124,525.3889,1790000.0,3407.0,111875.0,,559360.0,0.00031493185,0.4,2.2700129 +993.87,864.2428,0.007850853,525.5474,1800000.0,3425.0,112500.0,,562400.0,0.0003135456,0.4,2.5878441 +1000.0,865.00586,0.014070411,525.3991,1810000.0,3445.0,113125.0,,565600.0,0.0003120864,0.4,3.01725 +998.83,865.83453,-0.0066826865,525.4042,1820000.0,3464.0,113750.0,,568640.0,0.00031070015,0.4,2.8399696 +998.83,866.83704,-0.0011195858,525.4091,1830000.0,3483.0,114375.0,,571840.0,0.00030924095,0.4,3.0580592 +998.83,868.04614,0.010990252,525.56415,1840000.0,3501.0,115000.0,,574880.0,0.00030785473,0.4,2.2584274 +998.83,869.84314,0.03481969,525.41895,1850000.0,3521.0,115625.0,,578080.0,0.00030639552,0.4,1.990829 +998.83,871.66833,0.018750094,525.4237,1860000.0,3540.0,116250.0,,581120.0,0.00030500928,0.4,2.1562614 +998.83,873.5192,0.050597318,525.42847,1870000.0,3559.0,116875.0,,584320.0,0.00030355007,0.4,2.2049098 +998.83,875.7273,0.027105842,525.5801,1880000.0,3577.0,117500.0,,587360.0,0.00030216383,0.4,1.9662554 +998.83,878.1967,0.024332184,525.43787,1890000.0,3597.0,118125.0,,590560.0,0.00030070465,0.4,2.9113588 +998.83,880.5715,0.022589395,525.5878,1900000.0,3615.0,118750.0,,593600.0,0.0002993184,0.4,2.3970242 +998.83,883.3253,0.010559235,525.447,1910000.0,3635.0,119375.0,,596800.0,0.0002978592,0.4,2.436673 +998.83,886.0734,-0.0023634273,525.3078,1920000.0,3655.0,120000.0,,600000.0,0.0002964,0.4,2.327095 +976.86,888.23224,-0.004250105,525.45605,1930000.0,3673.0,120625.0,,603040.0,0.00029501377,0.4,2.7139392 +976.86,890.3225,-0.010742347,525.46045,1940000.0,3692.0,121250.0,,606240.0,0.00029355456,0.4,2.2807446 +976.86,892.52673,0.06772287,525.46484,1950000.0,3711.0,121875.0,,609280.0,0.00029216832,0.4,2.310748 +973.05,894.83954,-0.025113,525.3283,1960000.0,3731.0,122500.0,,612480.0,0.0002907091,0.4,2.758854 +962.38,896.9803,-0.015647678,525.47345,1970000.0,3749.0,123125.0,,615520.0,0.00028932287,0.4,3.070499 +742.22,897.2226,-0.0034920888,525.33826,1980000.0,3769.0,123750.0,,618720.0,0.0002878637,0.4,2.3914533 +674.7,896.4723,0.0062019094,525.3432,1990000.0,3788.0,124375.0,,621760.0,0.00028647744,0.4,3.1068463 +667.25,895.50836,-0.017882347,525.348,2000000.0,3807.0,125000.0,,624960.0,0.00028501824,0.4,2.3793375 +667.25,895.40826,0.0046810196,525.4902,2010000.0,3825.0,125625.0,,628000.0,0.000283632,0.4,2.5441008 +667.25,894.97327,0.040193927,525.3576,2020000.0,3845.0,126250.0,,631200.0,0.0002821728,0.4,2.6165762 +681.73,894.59607,0.014998381,525.4983,2030000.0,3863.0,126875.0,,634240.0,0.00028078657,0.4,1.9576144 +681.73,894.1362,0.0034108297,525.367,2040000.0,3883.0,127500.0,,637440.0,0.00027932736,0.4,1.1289195 +714.1,894.18286,-0.007340342,525.5063,2050000.0,3901.0,128125.0,,640480.0,0.00027794112,0.4,2.3631096 +752.66,895.69165,-0.030203888,525.37616,2060000.0,3921.0,128750.0,,643680.0,0.0002764819,0.4,2.3869624 +824.73,897.41174,-0.011808119,525.5141,2070000.0,3939.0,129375.0,,646720.0,0.0002750957,0.4,2.5723474 +962.13,900.2726,0.010507095,525.51794,2080000.0,3958.0,130000.0,,649920.0,0.00027363648,0.4,3.0797086 +965.84,903.0206,0.021054668,525.38965,2090000.0,3978.0,130625.0,,653120.0,0.00027217728,0.4,3.12674 +986.48,906.15485,-0.03158803,525.39404,2100000.0,3997.0,131250.0,,656160.0,0.00027079103,0.4,2.7929893 +986.48,909.3427,-0.007912437,525.3984,2110000.0,4016.0,131875.0,,659360.0,0.00026933185,0.4,3.3050284 +986.48,912.41797,0.0006826291,525.4027,2120000.0,4035.0,132500.0,,662400.0,0.0002679456,0.4,2.8808308 +984.33,914.92084,-0.0078650955,525.407,2130000.0,4054.0,133125.0,,665600.0,0.0002664864,0.4,2.9920297 +984.33,918.27625,0.016470132,525.5403,2140000.0,4072.0,133750.0,,668640.0,0.00026510016,0.4,3.3489597 +984.33,922.09393,0.007317728,525.41547,2150000.0,4092.0,134375.0,,671840.0,0.00026364095,0.4,2.9571068 +984.33,925.80334,-0.0026768812,525.4196,2160000.0,4111.0,135000.0,,674880.0,0.00026225473,0.4,2.5814335 +984.33,929.3922,0.0055510956,525.4237,2170000.0,4130.0,135625.0,,678080.0,0.00026079552,0.4,2.147631 +984.33,932.7505,0.044468313,525.5545,2180000.0,4148.0,136250.0,,681120.0,0.00025940928,0.4,2.690957 +991.65,935.87775,0.047151644,525.4319,2190000.0,4168.0,136875.0,,684320.0,0.00025795007,0.4,2.5265937 +987.18,938.6627,-0.00013561129,525.43585,2200000.0,4187.0,137500.0,,687360.0,0.00025656383,0.4,3.3199096 +984.11,940.8446,-0.00400631,525.4398,2210000.0,4206.0,138125.0,,690560.0,0.00025510465,0.4,3.3417227 +984.11,942.6097,-0.0008751262,525.5682,2220000.0,4224.0,138750.0,,693600.0,0.0002537184,0.4,2.94623 +986.26,944.48315,0.039015643,525.4477,2230000.0,4244.0,139375.0,,696800.0,0.0002522592,0.4,2.7008386 +985.8,945.9345,-0.0062895133,525.45154,2240000.0,4263.0,140000.0,,700000.0,0.0002508,0.4,2.6671934 +985.8,947.45264,0.015915431,525.4554,2250000.0,4282.0,140625.0,,703040.0,0.00024941377,0.4,2.6828456 +985.8,948.747,0.05937918,525.33704,2260000.0,4302.0,141250.0,,706240.0,0.00024795457,0.4,2.610268 +985.8,950.0414,0.03198555,525.46295,2270000.0,4320.0,141875.0,,709280.0,0.00024656832,0.4,2.1255112 +985.8,951.3187,-0.011823016,525.4667,2280000.0,4339.0,142500.0,,712480.0,0.0002451091,0.4,2.4118319 +970.12,952.1834,0.07770767,525.4704,2290000.0,4358.0,143125.0,,715520.0,0.00024372288,0.4,1.7589604 +974.59,953.0929,0.06409824,525.35406,2300000.0,4378.0,143750.0,,718720.0,0.00024226368,0.4,2.0686533 +983.86,953.8972,0.08552848,525.4777,2310000.0,4396.0,144375.0,,721760.0,0.00024087745,0.4,1.8795564 +983.86,954.01306,0.042386808,525.3623,2320000.0,4416.0,145000.0,,724960.0,0.00023941824,0.4,1.6424154 +983.86,954.0769,0.046493914,525.3664,2330000.0,4435.0,145625.0,,728000.0,0.000238032,0.4,1.8848071 +984.32,954.14526,0.021146517,525.3705,2340000.0,4454.0,146250.0,,731200.0,0.0002365728,0.4,2.091023 +984.32,954.14703,0.0150782345,525.49194,2350000.0,4472.0,146875.0,,734240.0,0.00023518656,0.4,2.0619006 +984.32,954.1488,0.011264417,525.3785,2360000.0,4492.0,147500.0,,737440.0,0.00023372736,0.4,2.6324248 +984.32,954.08154,0.010271933,525.3824,2370000.0,4511.0,148125.0,,740480.0,0.00023234112,0.4,2.3612514 +984.32,954.0799,-0.0030658362,525.3863,2380000.0,4530.0,148750.0,,743680.0,0.00023088192,0.4,2.1728806 +993.65,954.17163,0.0020582336,525.3902,2390000.0,4549.0,149375.0,,746720.0,0.00022949568,0.4,2.581365 +1000.0,954.3268,-0.014916754,525.27905,2400000.0,4569.0,150000.0,,749920.0,0.00022803649,0.4,2.514196 +1000.0,954.48206,-0.008146166,525.2833,2410000.0,4588.0,150625.0,,753120.0,0.00022657728,0.4,2.699471 +1000.0,954.63727,-0.0052057845,525.4017,2420000.0,4606.0,151250.0,,756160.0,0.00022519103,0.4,3.0474863 +995.77,954.75024,-0.0076469616,525.2918,2430000.0,4626.0,151875.0,,759360.0,0.00022373184,0.4,3.4189386 +979.57,954.7011,0.010461379,525.4091,2440000.0,4644.0,152500.0,,762400.0,0.0002223456,0.4,2.9599185 +979.57,954.652,0.03995171,525.41284,2450000.0,4663.0,153125.0,,765600.0,0.0002208864,0.4,2.9726543 +972.29,954.5301,0.026849851,525.4165,2460000.0,4682.0,153750.0,,768640.0,0.00021950016,0.4,2.913823 +972.29,954.40814,-0.0033556428,525.30835,2470000.0,4702.0,154375.0,,771840.0,0.00021804096,0.4,2.8078647 +966.31,954.07117,0.011825233,525.4237,2480000.0,4720.0,155000.0,,774880.0,0.00021665472,0.4,2.787209 +966.31,953.7539,0.10068297,525.31647,2490000.0,4740.0,155625.0,,778080.0,0.00021519553,0.4,1.8517185 +966.31,953.7607,0.05408718,525.32043,2500000.0,4759.0,156250.0,,781120.0,0.00021380928,0.4,1.8258185 +966.31,953.7675,0.012209599,525.3244,2510000.0,4778.0,156875.0,,784320.0,0.00021235007,0.4,2.0829 +966.31,953.8396,-0.010319874,525.43787,2520000.0,4796.0,157500.0,,787360.0,0.00021096384,0.4,1.6552228 +970.54,953.954,0.014329391,525.3322,2530000.0,4816.0,158125.0,,790560.0,0.00020950464,0.4,1.8011763 +986.74,954.2796,-0.012726607,525.44476,2540000.0,4834.0,158750.0,,793600.0,0.0002081184,0.4,2.5403595 +986.74,954.60516,0.028676441,525.3399,2550000.0,4854.0,159375.0,,796800.0,0.0002066592,0.4,2.179885 +994.02,955.0036,-0.0058587673,525.34375,2560000.0,4873.0,160000.0,,800000.0,0.0002052,0.4,2.7612088 +994.02,955.40204,-0.00013734135,525.34753,2570000.0,4892.0,160625.0,,803040.0,0.00020381376,0.4,2.6556177 +1000.0,955.8602,-0.014194592,525.35126,2580000.0,4911.0,161250.0,,806240.0,0.00020235455,0.4,2.7638502 +1000.0,956.2989,-0.011776829,525.355,2590000.0,4930.0,161875.0,,809280.0,0.00020096832,0.4,2.4052868 +1000.0,956.50214,0.015110448,525.2525,2600000.0,4950.0,162500.0,,812480.0,0.00019950912,0.4,2.6237736 +1000.0,956.7054,-0.009861664,525.3623,2610000.0,4968.0,163125.0,,815520.0,0.00019812289,0.4,2.83903 +1000.0,956.92847,-0.01137939,525.36597,2620000.0,4987.0,163750.0,,818720.0,0.00019666368,0.4,3.3386827 +991.85,957.1079,-0.013692968,525.26465,2630000.0,5007.0,164375.0,,821760.0,0.00019527743,0.4,3.0229735 +950.74,956.82697,0.0019351923,525.2686,2640000.0,5026.0,165000.0,,824960.0,0.00019381824,0.4,2.741192 +942.31,956.58875,-0.041993946,525.3767,2650000.0,5044.0,165625.0,,828000.0,0.000192432,0.4,3.0068285 +942.31,956.35065,0.014611805,525.2765,2660000.0,5064.0,166250.0,,831200.0,0.0001909728,0.4,2.7026472 +933.36,956.0229,0.018587584,525.28033,2670000.0,5083.0,166875.0,,834240.0,0.00018958656,0.4,2.8606548 +917.77,955.5393,0.00967154,525.2842,2680000.0,5102.0,167500.0,,837440.0,0.00018812736,0.4,2.9165583 +917.77,955.0557,0.020373158,525.3906,2690000.0,5120.0,168125.0,,840480.0,0.00018674112,0.4,2.9757218 +917.77,954.4833,0.0026881534,525.2918,2700000.0,5140.0,168750.0,,843680.0,0.00018528193,0.4,3.1732235 +887.65,953.65375,0.0011636018,525.2956,2710000.0,5159.0,169375.0,,846720.0,0.00018389568,0.4,3.1652083 +892.99,952.77185,-0.006404601,525.2993,2720000.0,5178.0,170000.0,,849920.0,0.00018243647,0.4,3.2442825 +886.01,951.82025,-0.0004326066,525.202,2730000.0,5198.0,170625.0,,853120.0,0.00018097728,0.4,3.2970684 +869.07,950.69916,-0.0037914582,525.30676,2740000.0,5216.0,171250.0,,856160.0,0.00017959104,0.4,3.1761022 +823.8,948.99854,0.001716633,525.2101,2750000.0,5236.0,171875.0,,859360.0,0.00017813184,0.4,3.2987757 +823.8,947.29767,0.003909268,525.314,2760000.0,5254.0,172500.0,,862400.0,0.0001767456,0.4,3.3181155 +820.96,945.5686,0.011584707,525.2181,2770000.0,5274.0,173125.0,,865600.0,0.0001752864,0.4,3.4189386 +808.54,943.71533,0.011553991,525.3212,2780000.0,5292.0,173750.0,,868640.0,0.00017390016,0.4,3.064436 +831.87,942.09534,0.05861296,525.2259,2790000.0,5312.0,174375.0,,871840.0,0.00017244097,0.4,2.9864426 +845.15,940.60815,0.0013187896,525.2298,2800000.0,5331.0,175000.0,,874880.0,0.00017105472,0.4,2.8318357 +852.49,939.133,-0.012955666,525.23364,2810000.0,5350.0,175625.0,,878080.0,0.00016959551,0.4,3.0305307 +887.78,938.0226,0.0051923036,525.3353,2820000.0,5368.0,176250.0,,881120.0,0.00016820928,0.4,3.0409265 +913.11,937.1654,-0.023408363,525.2413,2830000.0,5388.0,176875.0,,884320.0,0.00016675008,0.4,3.313127 +923.21,936.40924,-0.012846268,525.24506,2840000.0,5407.0,177500.0,,887360.0,0.00016536385,0.4,3.1697354 +957.34,935.9943,0.0054743597,525.2488,2850000.0,5426.0,178125.0,,890560.0,0.00016390464,0.4,2.7209477 +962.88,935.6348,0.015616006,525.2525,2860000.0,5445.0,178750.0,,893600.0,0.0001625184,0.4,2.381515 +935.02,934.9968,0.026458085,525.1601,2870000.0,5465.0,179375.0,,896800.0,0.0001610592,0.4,2.908247 +943.41,934.44257,0.033495467,525.1641,2880000.0,5484.0,180000.0,,900000.0,0.0001596,0.4,2.2248158 +933.77,933.79193,0.04090221,525.26355,2890000.0,5502.0,180625.0,,903040.0,0.00015821376,0.4,1.6978209 +933.77,933.14136,0.09600934,525.17206,2900000.0,5522.0,181250.0,,906240.0,0.00015675456,0.4,1.0542305 +933.77,932.4907,0.03320984,525.27075,2910000.0,5540.0,181875.0,,909280.0,0.00015536833,0.4,0.93789625 +935.59,931.85846,0.023688948,525.1799,2920000.0,5560.0,182500.0,,912480.0,0.00015390912,0.4,2.168409 +937.52,931.465,0.0040209624,525.1837,2930000.0,5579.0,183125.0,,915520.0,0.00015252289,0.4,2.1802073 +941.87,931.11505,-0.00041076678,525.18756,2940000.0,5598.0,183750.0,,918720.0,0.00015106368,0.4,1.9267737 +951.17,930.85815,0.009135465,525.1914,2950000.0,5617.0,184375.0,,921760.0,0.00014967743,0.4,1.9221961 +951.17,930.6394,-0.0029167964,525.1952,2960000.0,5636.0,185000.0,,924960.0,0.00014821824,0.4,2.5016847 +984.04,930.85596,-0.011673357,525.1989,2970000.0,5655.0,185625.0,,928000.0,0.000146832,0.4,2.4663177 +968.73,933.12103,0.023056438,525.2027,2980000.0,5674.0,186250.0,,931200.0,0.0001453728,0.4,2.8656778 +909.75,935.4715,0.038815722,525.29865,2990000.0,5692.0,186875.0,,934240.0,0.00014398656,0.4,2.676533 +909.75,937.8965,0.033386853,525.2101,3000000.0,5712.0,187500.0,,937440.0,0.00014252737,0.4,2.469603 +903.28,940.2568,1.10163355e-05,525.21375,3010000.0,5731.0,188125.0,,940480.0,0.00014114112,0.4,2.9635425 +903.28,942.6172,0.047794573,525.2174,3020000.0,5750.0,188750.0,,943680.0,0.00013968191,0.4,2.240793 +903.28,944.83264,0.05617997,525.3121,3030000.0,5768.0,189375.0,,946720.0,0.00013829568,0.4,1.5303857 +903.28,947.0482,0.06391464,525.2246,3040000.0,5788.0,190000.0,,949920.0,0.00013683648,0.4,1.4327073 +903.28,948.94,0.052239608,525.22815,3050000.0,5807.0,190625.0,,953120.0,0.00013537728,0.4,1.8076116 +903.28,950.4462,0.037221175,525.2317,3060000.0,5826.0,191250.0,,956160.0,0.00013399104,0.4,2.023338 +927.9,951.4778,0.013284919,525.1454,3070000.0,5846.0,191875.0,,959360.0,0.00013253184,0.4,1.567587 +949.51,951.35156,0.017029347,525.2388,3080000.0,5864.0,192500.0,,962400.0,0.0001311456,0.4,2.0621462 +993.53,951.62854,0.01645611,525.24225,3090000.0,5883.0,193125.0,,965600.0,0.0001296864,0.4,1.5990765 +993.53,951.69904,0.00581026,525.24567,3100000.0,5902.0,193750.0,,968640.0,0.00012830016,0.4,2.1171966 +1000.0,951.8342,-0.009159021,525.1604,3110000.0,5922.0,194375.0,,971840.0,0.00012684095,0.4,1.422974 +1000.0,951.9695,-0.0030625274,525.2525,3120000.0,5940.0,195000.0,,974880.0,0.00012545472,0.4,2.2455778 +1000.0,952.1261,-0.0063695195,525.1678,3130000.0,5960.0,195625.0,,978080.0,0.00012399552,0.4,2.435839 +1000.0,952.28284,0.0063078604,525.17145,3140000.0,5979.0,196250.0,,981120.0,0.00012260929,0.4,1.9652963 +998.14,952.42096,0.0071611824,525.17505,3150000.0,5998.0,196875.0,,984320.0,0.00012115008,0.4,2.6341887 +998.14,952.5591,0.00998542,525.2659,3160000.0,6016.0,197500.0,,987360.0,0.00011976384,0.4,2.3317428 +998.14,952.6972,0.063480705,525.18225,3170000.0,6036.0,198125.0,,990560.0,0.00011830464,0.4,1.1442858 +998.14,952.8353,0.06574943,525.1858,3180000.0,6055.0,198750.0,,993600.0,0.0001169184,0.4,1.3944803 +998.14,952.90015,0.042156395,525.18933,3190000.0,6074.0,199375.0,,996800.0,0.0001154592,0.4,1.9746835 +998.14,953.00977,0.019549476,525.1067,3200000.0,6094.0,200000.0,,1000000.0,0.000114,0.4,1.0638449 +998.14,953.15,0.0070834174,525.19635,3210000.0,6112.0,200625.0,,1003040.0,0.00011261376,0.4,1.7301123 +998.14,953.2903,-0.008283211,525.11414,3220000.0,6132.0,201250.0,,1006240.0,0.00011115456,0.4,2.3334763 +998.14,953.4091,-0.000842777,525.20325,3230000.0,6150.0,201875.0,,1009280.0,0.00010976832,0.4,2.3688946 +998.14,953.5325,-0.018861251,525.1216,3240000.0,6170.0,202500.0,,1012480.0,0.00010830912,0.4,2.237777 +1000.0,953.67456,-0.014235298,525.2101,3250000.0,6188.0,203125.0,,1015520.0,0.00010692288,0.4,2.1110039 +1000.0,953.8166,-0.0146468645,525.21344,3260000.0,6207.0,203750.0,,1018720.0,0.00010546368,0.4,1.8962529 +1000.0,953.95844,-0.022823576,525.21686,3270000.0,6226.0,204375.0,,1021760.0,0.00010407744,0.4,2.264543 +1000.0,954.10046,-0.015775068,525.1361,3280000.0,6246.0,205000.0,,1024960.0,0.00010261824,0.4,1.7101257 +1000.0,954.3993,-0.01300336,525.2235,3290000.0,6264.0,205625.0,,1028000.0,0.000101232,0.4,1.174499 +1000.0,954.6534,-0.004567132,525.14325,3300000.0,6284.0,206250.0,,1031200.0,9.97728e-05,0.4,1.1480446 +1000.0,954.81476,-0.024880577,525.1467,3310000.0,6303.0,206875.0,,1034240.0,9.838656e-05,0.4,1.5939724 +1000.0,954.9761,4.102146e-05,525.15027,3320000.0,6322.0,207500.0,,1037440.0,9.692736e-05,0.4,1.1580892 +1000.0,955.1376,-0.018523557,525.2366,3330000.0,6340.0,208125.0,,1040480.0,9.554112e-05,0.4,1.5557884 +1000.0,955.2944,-0.026940256,525.1572,3340000.0,6360.0,208750.0,,1043680.0,9.408192e-05,0.4,2.1144085 +1000.0,955.4511,-0.021176865,525.1607,3350000.0,6379.0,209375.0,,1046720.0,9.269568e-05,0.4,1.4715192 +1000.0,955.608,-0.008077707,525.1641,3360000.0,6398.0,210000.0,,1049920.0,9.123648e-05,0.4,2.0358725 +994.77,955.7125,0.007317062,525.0857,3370000.0,6418.0,210625.0,,1053120.0,8.977728e-05,0.4,1.8468264 +989.84,955.76776,0.0019355208,525.1709,3380000.0,6436.0,211250.0,,1056160.0,8.839104e-05,0.4,2.102508 +984.98,955.6809,0.003494259,525.17426,3390000.0,6455.0,211875.0,,1059360.0,8.693184e-05,0.4,1.8933467 +973.49,955.41583,0.00057497993,525.1776,3400000.0,6474.0,212500.0,,1062400.0,8.55456e-05,0.4,1.6399081 +926.19,954.6778,0.007279908,525.1001,3410000.0,6494.0,213125.0,,1065600.0,8.40864e-05,0.4,1.315694 +898.16,953.6593,0.012465562,525.18427,3420000.0,6512.0,213750.0,,1068640.0,8.270016e-05,0.4,1.7129174 +898.16,952.6832,0.022760784,525.18756,3430000.0,6531.0,214375.0,,1071840.0,8.124096e-05,0.4,1.6181397 +898.16,951.8691,0.008255998,525.19086,3440000.0,6550.0,215000.0,,1074880.0,7.985472e-05,0.4,1.7336699 +898.16,951.055,0.021003127,525.11414,3450000.0,6570.0,215625.0,,1078080.0,7.839552e-05,0.4,0.8828747 +903.39,950.36597,0.050163694,525.1973,3460000.0,6588.0,216250.0,,1081120.0,7.700928e-05,0.4,0.4399446 +908.32,949.7263,0.0040871035,525.1211,3470000.0,6608.0,216875.0,,1084320.0,7.555008e-05,0.4,0.6662104 +913.18,949.195,0.043344464,525.20374,3480000.0,6626.0,217500.0,,1087360.0,7.416384e-05,0.4,0.025928907 +924.67,948.77875,0.04572175,525.12787,3490000.0,6646.0,218125.0,,1090560.0,7.270464e-05,0.4,0.29131377 +940.12,948.5168,0.012718855,525.2101,3500000.0,6664.0,218750.0,,1093600.0,7.13184e-05,0.4,-0.3795793 +974.38,948.5975,0.00841783,525.13464,3510000.0,6684.0,219375.0,,1096800.0,6.98592e-05,0.4,0.19179577 +1000.0,948.9344,0.02087637,525.138,3520000.0,6703.0,220000.0,,1100000.0,6.84e-05,0.4,0.024614103 +1000.0,949.229,0.0057701655,525.2195,3530000.0,6721.0,220625.0,,1103040.0,6.701376e-05,0.4,0.08831574 +1000.0,949.36163,-0.01805561,525.14465,3540000.0,6741.0,221250.0,,1106240.0,6.555456e-05,0.4,0.17495793 +1000.0,949.4942,0.026179442,525.14795,3550000.0,6760.0,221875.0,,1109280.0,6.416832e-05,0.4,0.38763577 +1000.0,949.5541,0.02023012,525.1512,3560000.0,6779.0,222500.0,,1112480.0,6.270912e-05,0.4,0.4840532 +994.02,949.55396,-0.0077072443,525.1545,3570000.0,6798.0,223125.0,,1115520.0,6.132288e-05,0.4,0.21866092 +994.02,949.4943,-0.017855635,525.0807,3580000.0,6818.0,223750.0,,1118720.0,5.986368e-05,0.4,0.7902649 +994.02,949.4345,-0.005830149,525.1609,3590000.0,6836.0,224375.0,,1121760.0,5.847744e-05,0.4,0.03417541 +994.02,949.3748,0.036183164,525.1641,3600000.0,6855.0,225000.0,,1124960.0,5.701824e-05,0.4,-0.62089723 +994.02,949.315,0.09275226,525.1673,3610000.0,6874.0,225625.0,,1128000.0,5.5632e-05,0.4,-0.2684472 +994.02,949.25525,0.024523154,525.1705,3620000.0,6893.0,226250.0,,1131200.0,5.41728e-05,0.4,0.33468622 +994.02,949.27686,0.0013840165,525.1736,3630000.0,6912.0,226875.0,,1134240.0,5.278656e-05,0.4,-0.22224899 +994.02,949.7097,-0.0045288983,525.17676,3640000.0,6931.0,227500.0,,1137440.0,5.132736e-05,0.4,-0.22708985 +994.02,950.2268,0.004071591,525.1799,3650000.0,6950.0,228125.0,,1140480.0,4.994112e-05,0.4,0.18371135 +994.02,950.7439,-0.009807828,525.183,3660000.0,6969.0,228750.0,,1143680.0,4.848192e-05,0.4,-0.34575135 +1000.0,951.4102,0.017660031,525.18604,3670000.0,6988.0,229375.0,,1146720.0,4.709568e-05,0.4,-0.115288705 +1000.0,952.2325,-0.007048312,525.11414,3680000.0,7008.0,230000.0,,1149920.0,4.563648e-05,0.4,0.86702186 +998.33,953.038,-0.020057596,525.11743,3690000.0,7027.0,230625.0,,1153120.0,4.417728e-05,0.4,1.8192301 +988.75,953.7478,0.005222339,525.1952,3700000.0,7045.0,231250.0,,1156160.0,4.279104e-05,0.4,1.5194201 +975.8,954.6292,-0.010087945,525.12384,3710000.0,7065.0,231875.0,,1159360.0,4.133184e-05,0.4,0.7901472 +970.86,955.40796,0.013460079,525.1271,3720000.0,7084.0,232500.0,,1162400.0,3.99456e-05,0.4,1.0202532 +956.67,956.1145,0.02537464,525.13025,3730000.0,7103.0,233125.0,,1165600.0,3.84864e-05,0.4,1.7045617 +934.9,956.7729,0.033804946,525.13336,3740000.0,7122.0,233750.0,,1168640.0,3.710016e-05,0.4,0.79900944 +934.9,957.8839,0.015663428,525.063,3750000.0,7142.0,234375.0,,1171840.0,3.564096e-05,0.4,0.45658088 +934.9,958.99493,0.020852884,525.13965,3760000.0,7160.0,235000.0,,1174880.0,3.425472e-05,0.4,1.0351381 +934.9,960.1342,0.025956174,525.14276,3770000.0,7179.0,235625.0,,1178080.0,3.279552e-05,0.4,0.060855836 +936.57,961.41455,0.036672816,525.07294,3780000.0,7199.0,236250.0,,1181120.0,3.140928e-05,0.4,0.95040613 +943.93,962.53516,0.03829221,525.0762,3790000.0,7218.0,236875.0,,1184320.0,2.995008e-05,0.4,0.17595543 +951.52,963.5989,0.016509827,525.15204,3800000.0,7236.0,237500.0,,1187360.0,2.856384e-05,0.4,-0.67377174 +964.04,964.71436,0.060457285,525.0827,3810000.0,7256.0,238125.0,,1190560.0,2.710464e-05,0.4,-0.34133512 +964.04,965.47705,0.08306528,525.1581,3820000.0,7274.0,238750.0,,1193600.0,2.57184e-05,0.4,-0.07763612 +978.23,966.1281,0.035722475,525.0891,3830000.0,7294.0,239375.0,,1196800.0,2.42592e-05,0.4,0.0127930045 +1000.0,966.896,0.009078692,525.0205,3840000.0,7314.0,240000.0,,1200000.0,2.28e-05,0.4,0.030889384 +1000.0,967.32263,0.026597688,525.02386,3850000.0,7333.0,240625.0,,1203040.0,2.141376e-05,0.4,0.23528998 +1000.0,967.69385,0.04091757,525.0272,3860000.0,7352.0,241250.0,,1206240.0,1.995456e-05,0.4,-0.17008403 +1000.0,968.34375,0.00011613255,525.10175,3870000.0,7370.0,241875.0,,1209280.0,1.856832e-05,0.4,0.9341305 +1000.0,968.9096,0.0019786623,525.0338,3880000.0,7390.0,242500.0,,1212480.0,1.710912e-05,0.4,0.44581255 +1000.0,969.5719,0.006490867,525.108,3890000.0,7408.0,243125.0,,1215520.0,1.572288e-05,0.4,0.44470918 +1000.0,970.2342,0.011609659,525.0404,3900000.0,7428.0,243750.0,,1218720.0,1.426368e-05,0.4,0.44778633 +1000.0,970.89655,-0.0074332566,525.04364,3910000.0,7447.0,244375.0,,1221760.0,1.287744e-05,0.4,0.1682422 +1000.0,971.54065,0.002514973,525.0469,3920000.0,7466.0,245000.0,,1224960.0,1.141824e-05,0.4,0.63083684 +1000.0,972.16547,0.0130420225,525.0501,3930000.0,7485.0,245625.0,,1228000.0,1.0032e-05,0.4,-0.064456165 +1000.0,972.7467,0.0019239637,524.98334,3940000.0,7505.0,246250.0,,1231200.0,8.5728e-06,0.4,0.5288865 +1000.0,973.235,0.002899051,524.91693,3950000.0,7525.0,246875.0,,1234240.0,7.18656e-06,0.4,0.6692883 +1000.0,973.7234,-0.007852501,525.7568,3960000.0,7532.0,247500.0,,1237440.0,5.72736e-06,0.4,0.103535354 +1000.0,973.883,-0.0134767955,526.59503,3970000.0,7539.0,248125.0,,1240480.0,4.34112e-06,0.4,-0.059341207 +1000.0,974.1956,-0.008409525,527.292,3980000.0,7548.0,248750.0,,1243680.0,2.88192e-06,0.4,0.9602086 +1000.0,975.09814,-0.0041320757,528.1271,3990000.0,7555.0,249375.0,,1246720.0,1.49568e-06,0.4,-0.08886999 +1000.0,976.0006,-0.0019659635,528.8906,4000000.0,7563.0,250000.0,,1249920.0,3.648e-08,0.4,0.35209462 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_eval.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..5c58ad06514660e16a65d86926962e14baec53f1 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_eval.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 976.0006103515625, + "strength": 876.251220703125, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 8.658931847094209e-07, + "training_efficiency": 2.773972028080607e-06, + "stability": 0.992117702960968 + }, + "local": { + "mean_returns": [ + 36.5099983215332, + 74.58000183105469, + 135.5500030517578, + 110.47000122070312, + 130.47000122070312, + 242.02000427246094, + 342.82000732421875, + 97.80999755859375, + 117.73999786376953, + 258.3999938964844, + 309.8999938964844, + 408.3299865722656, + 505.67999267578125, + 565.8499755859375, + 390.45001220703125, + 286.92999267578125, + 168.52999877929688, + 164.74000549316406, + 223.60000610351562, + 322.7900085449219, + 411.5400085449219, + 436.8699951171875, + 512.6599731445312, + 564.260009765625, + 591.6099853515625, + 616.469970703125, + 662.9600219726562, + 686.280029296875, + 765.8900146484375, + 852.1900024414062, + 890.510009765625, + 714.0999755859375, + 587.489990234375, + 615.27001953125, + 604.47998046875, + 627.510009765625, + 636.4000244140625, + 646.9099731445312, + 706.6300048828125, + 748.6699829101562, + 850.1599731445312, + 928.97998046875, + 952.3699951171875, + 952.3699951171875, + 962.780029296875, + 952.9299926757812, + 944.6300048828125, + 946.7999877929688, + 953.9199829101562, + 963.260009765625, + 963.260009765625, + 963.260009765625, + 963.260009765625, + 948.27001953125, + 948.6500244140625, + 959.77001953125, + 980.6699829101562, + 985.010009765625, + 985.010009765625, + 985.010009765625, + 985.010009765625, + 985.010009765625, + 985.0999755859375, + 986.4500122070312, + 992.3599853515625, + 992.3599853515625, + 992.3599853515625, + 992.3599853515625, + 992.3599853515625, + 985.5999755859375, + 925.0999755859375, + 916.6300048828125, + 922.530029296875, + 922.530029296875, + 922.530029296875, + 916.9199829101562, + 896.0399780273438, + 881.8200073242188, + 874.8400268554688, + 931.0700073242188, + 923.7000122070312, + 915.9600219726562, + 898.5800170898438, + 877.9199829101562, + 819.1300048828125, + 816.3099975585938, + 813.739990234375, + 778.030029296875, + 751.8800048828125, + 761.3599853515625, + 723.4400024414062, + 724.02001953125, + 760.97998046875, + 767.8400268554688, + 756.4400024414062, + 741.77001953125, + 748.2999877929688, + 717.989990234375, + 749.739990234375, + 763.6400146484375, + 677.260009765625, + 710.75, + 719.4400024414062, + 727.7100219726562, + 709.4400024414062, + 601.780029296875, + 652.719970703125, + 676.0499877929688, + 691.0399780273438, + 673.0599975585938, + 667.6799926757812, + 678.9600219726562, + 734.030029296875, + 648.7999877929688, + 602.5599975585938, + 613.3900146484375, + 625.4500122070312, + 648.5, + 678.9199829101562, + 708.6799926757812, + 765.9299926757812, + 807.5999755859375, + 798.9199829101562, + 840.6500244140625, + 833.989990234375, + 856.3599853515625, + 856.3599853515625, + 858.0700073242188, + 883.6500244140625, + 883.6500244140625, + 903.4299926757812, + 972.280029296875, + 977.47998046875, + 977.47998046875, + 984.1400146484375, + 984.1400146484375, + 991.0499877929688, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 1000.0, + 998.0499877929688, + 965.6300048828125, + 965.6300048828125, + 959.0999755859375, + 959.0999755859375, + 954.1799926757812, + 954.1799926757812, + 954.1799926757812, + 954.1799926757812, + 954.1799926757812, + 956.1300048828125, + 979.6699829101562, + 979.6699829101562, + 977.7000122070312, + 973.9099731445312, + 978.8300170898438, + 966.1300048828125, + 966.1300048828125, + 966.1300048828125, + 966.1300048828125, + 966.1300048828125, + 975.010009765625, + 970.6099853515625, + 981.1699829101562, + 981.1699829101562, + 981.1699829101562, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 1000.0, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 976.8599853515625, + 976.8599853515625, + 976.8599853515625, + 973.0499877929688, + 962.3800048828125, + 742.219970703125, + 674.7000122070312, + 667.25, + 667.25, + 667.25, + 681.72998046875, + 681.72998046875, + 714.0999755859375, + 752.6599731445312, + 824.72998046875, + 962.1300048828125, + 965.8400268554688, + 986.47998046875, + 986.47998046875, + 986.47998046875, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 991.6500244140625, + 987.1799926757812, + 984.1099853515625, + 984.1099853515625, + 986.260009765625, + 985.7999877929688, + 985.7999877929688, + 985.7999877929688, + 985.7999877929688, + 985.7999877929688, + 970.1199951171875, + 974.5900268554688, + 983.8599853515625, + 983.8599853515625, + 983.8599853515625, + 984.3200073242188, + 984.3200073242188, + 984.3200073242188, + 984.3200073242188, + 984.3200073242188, + 993.6500244140625, + 1000.0, + 1000.0, + 1000.0, + 995.77001953125, + 979.5700073242188, + 979.5700073242188, + 972.2899780273438, + 972.2899780273438, + 966.3099975585938, + 966.3099975585938, + 966.3099975585938, + 966.3099975585938, + 966.3099975585938, + 970.5399780273438, + 986.739990234375, + 986.739990234375, + 994.02001953125, + 994.02001953125, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 991.8499755859375, + 950.739990234375, + 942.3099975585938, + 942.3099975585938, + 933.3599853515625, + 917.77001953125, + 917.77001953125, + 917.77001953125, + 887.6500244140625, + 892.989990234375, + 886.010009765625, + 869.0700073242188, + 823.7999877929688, + 823.7999877929688, + 820.9600219726562, + 808.5399780273438, + 831.8699951171875, + 845.1500244140625, + 852.489990234375, + 887.780029296875, + 913.1099853515625, + 923.2100219726562, + 957.3400268554688, + 962.8800048828125, + 935.02001953125, + 943.4099731445312, + 933.77001953125, + 933.77001953125, + 933.77001953125, + 935.5900268554688, + 937.52001953125, + 941.8699951171875, + 951.1699829101562, + 951.1699829101562, + 984.0399780273438, + 968.72998046875, + 909.75, + 909.75, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 927.9000244140625, + 949.510009765625, + 993.530029296875, + 993.530029296875, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 994.77001953125, + 989.8400268554688, + 984.97998046875, + 973.489990234375, + 926.1900024414062, + 898.1599731445312, + 898.1599731445312, + 898.1599731445312, + 898.1599731445312, + 903.3900146484375, + 908.3200073242188, + 913.1799926757812, + 924.6699829101562, + 940.1199951171875, + 974.3800048828125, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 1000.0, + 1000.0, + 998.3300170898438, + 988.75, + 975.7999877929688, + 970.8599853515625, + 956.6699829101562, + 934.9000244140625, + 934.9000244140625, + 934.9000244140625, + 934.9000244140625, + 936.5700073242188, + 943.9299926757812, + 951.52001953125, + 964.0399780273438, + 964.0399780273438, + 978.22998046875, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0 + ], + "strengths": [ + 31.229997634887695, + 69.30000305175781, + 130.27000427246094, + 105.19000244140625, + 125.19000244140625, + 236.74000549316406, + 337.5400085449219, + 92.52999877929688, + 112.45999908447266, + 253.1199951171875, + 304.6199951171875, + 403.04998779296875, + 500.3999938964844, + 560.5699462890625, + 385.1700134277344, + 281.6499938964844, + 163.25, + 159.4600067138672, + 218.32000732421875, + 317.510009765625, + 406.260009765625, + 431.5899963378906, + 507.3799743652344, + 558.97998046875, + 586.3299560546875, + 611.18994140625, + 657.6799926757812, + 681.0, + 760.6099853515625, + 846.9099731445312, + 885.22998046875, + 708.8199462890625, + 582.2099609375, + 609.989990234375, + 599.199951171875, + 622.22998046875, + 631.1199951171875, + 641.6299438476562, + 701.3499755859375, + 743.3899536132812, + 844.8799438476562, + 923.699951171875, + 947.0899658203125, + 947.0899658203125, + 957.5, + 947.6499633789062, + 939.3499755859375, + 941.5199584960938, + 948.6399536132812, + 957.97998046875, + 957.97998046875, + 957.97998046875, + 957.97998046875, + 942.989990234375, + 943.3699951171875, + 954.489990234375, + 975.3899536132812, + 979.72998046875, + 979.72998046875, + 979.72998046875, + 979.72998046875, + 979.72998046875, + 979.8199462890625, + 981.1699829101562, + 987.0799560546875, + 987.0799560546875, + 987.0799560546875, + 987.0799560546875, + 987.0799560546875, + 980.3199462890625, + 919.8199462890625, + 911.3499755859375, + 917.25, + 917.25, + 917.25, + 911.6399536132812, + 890.7599487304688, + 876.5399780273438, + 869.5599975585938, + 925.7899780273438, + 918.4199829101562, + 910.6799926757812, + 893.2999877929688, + 872.6399536132812, + 813.8499755859375, + 811.0299682617188, + 808.4599609375, + 772.75, + 746.5999755859375, + 756.0799560546875, + 718.1599731445312, + 718.739990234375, + 755.699951171875, + 762.5599975585938, + 751.1599731445312, + 736.489990234375, + 743.0199584960938, + 712.7099609375, + 744.4599609375, + 758.3599853515625, + 671.97998046875, + 705.469970703125, + 714.1599731445312, + 722.4299926757812, + 704.1599731445312, + 596.5, + 647.43994140625, + 670.7699584960938, + 685.7599487304688, + 667.7799682617188, + 662.3999633789062, + 673.6799926757812, + 728.75, + 643.5199584960938, + 597.2799682617188, + 608.1099853515625, + 620.1699829101562, + 643.219970703125, + 673.6399536132812, + 703.3999633789062, + 760.6499633789062, + 802.3199462890625, + 793.6399536132812, + 835.3699951171875, + 828.7099609375, + 851.0799560546875, + 851.0799560546875, + 852.7899780273438, + 878.3699951171875, + 878.3699951171875, + 898.1499633789062, + 967.0, + 972.199951171875, + 972.199951171875, + 978.8599853515625, + 978.8599853515625, + 985.7699584960938, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 994.719970703125, + 992.7699584960938, + 960.3499755859375, + 960.3499755859375, + 953.8199462890625, + 953.8199462890625, + 948.8999633789062, + 948.8999633789062, + 948.8999633789062, + 948.8999633789062, + 948.8999633789062, + 950.8499755859375, + 974.3899536132812, + 974.3899536132812, + 972.4199829101562, + 968.6299438476562, + 973.5499877929688, + 960.8499755859375, + 960.8499755859375, + 960.8499755859375, + 960.8499755859375, + 960.8499755859375, + 969.72998046875, + 965.3299560546875, + 975.8899536132812, + 975.8899536132812, + 975.8899536132812, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 994.719970703125, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 971.5799560546875, + 971.5799560546875, + 971.5799560546875, + 967.7699584960938, + 957.0999755859375, + 736.93994140625, + 669.4199829101562, + 661.969970703125, + 661.969970703125, + 661.969970703125, + 676.449951171875, + 676.449951171875, + 708.8199462890625, + 747.3799438476562, + 819.449951171875, + 956.8499755859375, + 960.5599975585938, + 981.199951171875, + 981.199951171875, + 981.199951171875, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 986.3699951171875, + 981.8999633789062, + 978.8299560546875, + 978.8299560546875, + 980.97998046875, + 980.5199584960938, + 980.5199584960938, + 980.5199584960938, + 980.5199584960938, + 980.5199584960938, + 964.8399658203125, + 969.3099975585938, + 978.5799560546875, + 978.5799560546875, + 978.5799560546875, + 979.0399780273438, + 979.0399780273438, + 979.0399780273438, + 979.0399780273438, + 979.0399780273438, + 988.3699951171875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 990.489990234375, + 974.2899780273438, + 974.2899780273438, + 967.0099487304688, + 967.0099487304688, + 961.0299682617188, + 961.0299682617188, + 961.0299682617188, + 961.0299682617188, + 961.0299682617188, + 965.2599487304688, + 981.4599609375, + 981.4599609375, + 988.739990234375, + 988.739990234375, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 986.5699462890625, + 945.4599609375, + 937.0299682617188, + 937.0299682617188, + 928.0799560546875, + 912.489990234375, + 912.489990234375, + 912.489990234375, + 882.3699951171875, + 887.7099609375, + 880.72998046875, + 863.7899780273438, + 818.5199584960938, + 818.5199584960938, + 815.6799926757812, + 803.2599487304688, + 826.5899658203125, + 839.8699951171875, + 847.2099609375, + 882.5, + 907.8299560546875, + 917.9299926757812, + 952.0599975585938, + 957.5999755859375, + 929.739990234375, + 938.1299438476562, + 928.489990234375, + 928.489990234375, + 928.489990234375, + 930.3099975585938, + 932.239990234375, + 936.5899658203125, + 945.8899536132812, + 945.8899536132812, + 978.7599487304688, + 963.449951171875, + 904.469970703125, + 904.469970703125, + 898.0, + 898.0, + 898.0, + 898.0, + 898.0, + 898.0, + 922.6199951171875, + 944.22998046875, + 988.25, + 988.25, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 989.489990234375, + 984.5599975585938, + 979.699951171875, + 968.2099609375, + 920.9099731445312, + 892.8799438476562, + 892.8799438476562, + 892.8799438476562, + 892.8799438476562, + 898.1099853515625, + 903.0399780273438, + 907.8999633789062, + 919.3899536132812, + 934.8399658203125, + 969.0999755859375, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 994.719970703125, + 994.719970703125, + 993.0499877929688, + 983.469970703125, + 970.5199584960938, + 965.5799560546875, + 951.3899536132812, + 929.6199951171875, + 929.6199951171875, + 929.6199951171875, + 929.6199951171875, + 931.2899780273438, + 938.6499633789062, + 946.239990234375, + 958.7599487304688, + 958.7599487304688, + 972.949951171875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 6.553267303388566e-05, + 4.7358462325064465e-05, + 4.035859456053004e-05, + 3.48321336787194e-05, + 2.867026523745153e-05, + 2.3981179765542038e-05, + 2.303936707903631e-05, + 2.1957945136819035e-05, + 1.9931394490413368e-05, + 1.809497734939214e-05, + 1.630760743864812e-05, + 1.4711874428030569e-05, + 1.3411233339866158e-05, + 1.2698995305981953e-05, + 1.2236703696544282e-05, + 1.1983214790234342e-05, + 1.1742147762561217e-05, + 1.1425710908952169e-05, + 1.0999560799973551e-05, + 1.0511653272260446e-05, + 1.0053918231278658e-05, + 9.581841368344612e-06, + 9.129498721449636e-06, + 8.716262527741492e-06, + 8.338972293131519e-06, + 7.982293027453125e-06, + 7.656783964193892e-06, + 7.336313956329832e-06, + 7.023438229225576e-06, + 6.736615432600956e-06, + 6.530655809910968e-06, + 6.374033091560705e-06, + 6.220307568582939e-06, + 6.078600563341752e-06, + 5.940228675171966e-06, + 5.808185960631818e-06, + 5.68171481063473e-06, + 5.5516975407954305e-06, + 5.422510639618849e-06, + 5.285557563183829e-06, + 5.146753665030701e-06, + 5.014979251427576e-06, + 4.8926067393040285e-06, + 4.777332378580468e-06, + 4.67066229248303e-06, + 4.571410954667954e-06, + 4.4777434595744126e-06, + 4.388685738376807e-06, + 4.30366935688653e-06, + 4.223148607707117e-06, + 4.146725586906541e-06, + 4.0740515032666735e-06, + 4.005866685474757e-06, + 3.9407145777659025e-06, + 3.877677954733372e-06, + 3.81605150323594e-06, + 3.7567931485682493e-06, + 3.699994294947828e-06, + 3.6454837299970677e-06, + 3.5931063848693157e-06, + 3.5427215152594727e-06, + 3.4941972444357816e-06, + 3.447359404162853e-06, + 3.4019046779576456e-06, + 3.358022240718128e-06, + 3.315620460853097e-06, + 3.274615664849989e-06, + 3.234930773032829e-06, + 3.1967515496944543e-06, + 3.1619765650248155e-06, + 3.1284603210224304e-06, + 3.0956275622884277e-06, + 3.0636590508947847e-06, + 3.0325168154377025e-06, + 3.002348194058868e-06, + 2.973588834720431e-06, + 2.945949063359876e-06, + 2.919148755609058e-06, + 2.891275016736472e-06, + 2.864276893888018e-06, + 2.8381216452544322e-06, + 2.8130355076427804e-06, + 2.789050995488651e-06, + 2.7671219413605286e-06, + 2.745671508819214e-06, + 2.7246765057498123e-06, + 2.7049566142522963e-06, + 2.6862121558224317e-06, + 2.6675290882849367e-06, + 2.6500529202166945e-06, + 2.632816631376045e-06, + 2.6149648419959703e-06, + 2.5972306048061e-06, + 2.580029104137793e-06, + 2.5634126359364018e-06, + 2.5468928015470738e-06, + 2.5312706384283956e-06, + 2.515181449780357e-06, + 2.4990306428662734e-06, + 2.4849116471159505e-06, + 2.4702760583750205e-06, + 2.4556547941756435e-06, + 2.4410601326962933e-06, + 2.427020035611349e-06, + 2.4152609512384515e-06, + 2.4026317078096326e-06, + 2.389696419413667e-06, + 2.3766292542859446e-06, + 2.364053898418206e-06, + 2.351722287130542e-06, + 2.3393233732349472e-06, + 2.32607430916687e-06, + 2.3145116756495554e-06, + 2.303887868038146e-06, + 2.293175157319638e-06, + 2.2823571725894e-06, + 2.271251560159726e-06, + 2.259746224808623e-06, + 2.2478702703665476e-06, + 2.2351869120029733e-06, + 2.2219883248908445e-06, + 2.2091116989031434e-06, + 2.1957473563816166e-06, + 2.1826783722644905e-06, + 2.1694484075851506e-06, + 2.1564092094195075e-06, + 2.143530764442403e-06, + 2.1304579149727942e-06, + 2.117576059390558e-06, + 2.1045975699962582e-06, + 2.09084009838989e-06, + 2.0772313291672617e-06, + 2.063839929178357e-06, + 2.050570856226841e-06, + 2.037511194430408e-06, + 2.024565901592723e-06, + 2.0119064174650703e-06, + 1.9994408830825705e-06, + 1.9871645235980395e-06, + 1.9750723367906176e-06, + 1.9631602299341466e-06, + 1.951423655555118e-06, + 1.939858293553698e-06, + 1.9284600512037287e-06, + 1.9172250631527277e-06, + 1.9061496914218878e-06, + 1.8950586309074424e-06, + 1.8841463997887331e-06, + 1.8737357549980516e-06, + 1.8634642628967413e-06, + 1.8533972934164922e-06, + 1.843461404860136e-06, + 1.833704004639003e-06, + 1.8240708641314995e-06, + 1.8145593685403583e-06, + 1.8051670167551492e-06, + 1.795891535039118e-06, + 1.786711550266773e-06, + 1.7774215166355134e-06, + 1.7682481256997562e-06, + 1.7592071799299447e-06, + 1.7503122080597677e-06, + 1.741481241879228e-06, + 1.7328703734165174e-06, + 1.7243617094209185e-06, + 1.7159532035293523e-06, + 1.7076430367524154e-06, + 1.6994291627270286e-06, + 1.6912354112719186e-06, + 1.683172968114377e-06, + 1.675115981925046e-06, + 1.6671516505084583e-06, + 1.6592780411883723e-06, + 1.651393176871352e-06, + 1.643598352529807e-06, + 1.6358919765480096e-06, + 1.6282723436233937e-06, + 1.620737975827069e-06, + 1.6132873952301452e-06, + 1.6058736491686432e-06, + 1.5985502841431298e-06, + 1.5913070683382102e-06, + 1.5841427511986694e-06, + 1.5770556274219416e-06, + 1.5700445601396495e-06, + 1.5631081851097406e-06, + 1.5562452517769998e-06, + 1.5494543958993745e-06, + 1.5427344806084875e-06, + 1.5360842553491239e-06, + 1.5295025832529063e-06, + 1.5231314591801492e-06, + 1.5168234313023277e-06, + 1.5105773627510644e-06, + 1.5044165593280923e-06, + 1.4983821756686666e-06, + 1.49377342495427e-06, + 1.489613282501523e-06, + 1.4855231711408123e-06, + 1.4814565929555101e-06, + 1.4774132068851031e-06, + 1.4733052466908703e-06, + 1.4692213881062344e-06, + 1.4649680224465556e-06, + 1.4605122942157323e-06, + 1.4556615042238263e-06, + 1.45004480600619e-06, + 1.4444575526795234e-06, + 1.4388029967449256e-06, + 1.4332009641293553e-06, + 1.427650772711786e-06, + 1.4221635638023145e-06, + 1.4167262634146027e-06, + 1.4113384168013e-06, + 1.4059990007808665e-06, + 1.4007074469191139e-06, + 1.3954630730950157e-06, + 1.3902264299758826e-06, + 1.385059817948786e-06, + 1.3799544831272215e-06, + 1.3748937135460437e-06, + 1.3698657994609675e-06, + 1.3648838148583309e-06, + 1.3599446901935153e-06, + 1.3550476296586567e-06, + 1.3501922921932419e-06, + 1.3453781093630823e-06, + 1.340680228167912e-06, + 1.3359995136852376e-06, + 1.3313131148606772e-06, + 1.326665369560942e-06, + 1.3220560504123569e-06, + 1.317482087870303e-06, + 1.312945414611022e-06, + 1.3084456895740004e-06, + 1.3039821169513743e-06, + 1.2995543556826306e-06, + 1.2951204553246498e-06, + 1.2906940582979587e-06, + 1.2863033589383122e-06, + 1.2819479024983593e-06, + 1.2776456514984602e-06, + 1.27344674183405e-06, + 1.2692803466052283e-06, + 1.2651767065108288e-06, + 1.2611039892362896e-06, + 1.257086978512234e-06, + 1.2530998674264993e-06, + 1.249142314918572e-06, + 1.245213752554264e-06, + 1.2413141803335748e-06, + 1.2374260904834955e-06, + 1.2335019619058585e-06, + 1.2296071645323536e-06, + 1.225712708219362e-06, + 1.2218471283631516e-06, + 1.2179870054751518e-06, + 1.2141556453570956e-06, + 1.2103524795747944e-06, + 1.2065772807545727e-06, + 1.202829821522755e-06, + 1.1991400015176623e-06, + 1.1956287835346302e-06, + 1.19217236260738e-06, + 1.188739020108187e-06, + 1.185360929412127e-06, + 1.182061168947257e-06, + 1.1787825542342034e-06, + 1.1755247442124528e-06, + 1.1723939223884372e-06, + 1.1692635553117725e-06, + 1.166176389233442e-06, + 1.1631666438916e-06, + 1.1603306120377965e-06, + 1.157510155280761e-06, + 1.1547144822543487e-06, + 1.1519761073941481e-06, + 1.1491731584101217e-06, + 1.1463409919088008e-06, + 1.1434999578341376e-06, + 1.1405575151002267e-06, + 1.1375485655662487e-06, + 1.1345244956828537e-06, + 1.1314077710267156e-06, + 1.128292865359981e-06, + 1.1252876674916479e-06, + 1.1222739431104856e-06, + 1.1193094451300567e-06, + 1.1163630233568256e-06, + 1.1134344504171168e-06, + 1.1105178145953687e-06, + 1.1076127748310682e-06, + 1.1047118277929258e-06, + 1.1017998531315243e-06, + 1.0989057273036451e-06, + 1.0959294058920932e-06, + 1.0930179996648803e-06, + 1.0903009979301714e-06, + 1.087599343918555e-06, + 1.0849322507056058e-06, + 1.0822799367815605e-06, + 1.0796425158332568e-06, + 1.077019760487019e-06, + 1.0744113296823343e-06, + 1.071817450792878e-06, + 1.0691671832319116e-06, + 1.0664705314411549e-06, + 1.0636650813466986e-06, + 1.0608767979647382e-06, + 1.0580873777144006e-06, + 1.055315124176559e-06, + 1.052559809977538e-06, + 1.049821207743662e-06, + 1.0471043196957908e-06, + 1.0444036888657138e-06, + 1.041719315253431e-06, + 1.0390508577984292e-06, + 1.036398543874384e-06, + 1.0337619187339442e-06, + 1.0311407550034346e-06, + 1.0285351663696929e-06, + 1.0259448117722059e-06, + 1.0233696912109735e-06, + 1.0208048024651362e-06, + 1.018254920381878e-06, + 1.0157198175875237e-06, + 1.0131993803952355e-06, + 1.0106936088050134e-06, + 1.0082020480695064e-06, + 1.0057249255623901e-06, + 1.0032617865363136e-06, + 1.0008127446781145e-06, + 9.983775726141175e-07, + 9.959561566574848e-07, + 9.935483831213787e-07, + 9.911666438711109e-07, + 9.888099157251418e-07, + 9.864777439361205e-07, + 9.841853625403019e-07, + 9.820163313634112e-07, + 9.799236977414694e-07, + 9.77841068561247e-07, + 9.75768557509582e-07, + 9.73705823525961e-07, + 9.71641043179261e-07, + 9.69575012277346e-07, + 9.675077308202162e-07, + 9.65424646892643e-07, + 9.633168929212843e-07, + 9.61143200584047e-07, + 9.58923692451208e-07, + 9.567161214363296e-07, + 9.545203738525743e-07, + 9.523362791696854e-07, + 9.501637805442442e-07, + 9.480156109020754e-07, + 9.458786394134222e-07, + 9.437528660782846e-07, + 9.416381203664059e-07, + 9.395343454343674e-07, + 9.374414275953313e-07, + 9.353593100058788e-07, + 9.332878221357532e-07, + 9.312269071415358e-07, + 9.291765650232264e-07, + 9.271244039155135e-07, + 9.25082701996871e-07, + 9.23054699342174e-07, + 9.2105648263896e-07, + 9.190943046633038e-07, + 9.171516239803168e-07, + 9.152468010142911e-07, + 9.133941603067797e-07, + 9.115501029555162e-07, + 9.097144584302441e-07, + 9.078872835743823e-07, + 9.06065224626218e-07, + 9.042370834322355e-07, + 9.024026894621784e-07, + 9.005528340821911e-07, + 8.987116189018707e-07, + 8.968520432972582e-07, + 8.949598964136385e-07, + 8.930769581638742e-07, + 8.912032285479654e-07, + 8.893385370356555e-07, + 8.874828267835255e-07, + 8.856360409481567e-07, + 8.837981226861302e-07, + 8.819689583106083e-07, + 8.801486615084286e-07, + 8.78336948062497e-07, + 8.765337611293944e-07, + 8.747392143959587e-07, + 8.729531373319332e-07, + 8.711753594070615e-07, + 8.694059943081811e-07, + 8.676448715050356e-07, + 8.658919909976248e-07 + ], + "training_efficiencies": [ + 0.00032894735340960324, + 0.00021266084513626993, + 0.00015345108113251626, + 0.00013049553672317415, + 0.00011256247671553865, + 9.250047878595069e-05, + 7.732784433756024e-05, + 7.427106174873188e-05, + 7.077548798406497e-05, + 6.42127706669271e-05, + 5.8282428653910756e-05, + 5.250136382528581e-05, + 4.7352634283015504e-05, + 4.314968464314006e-05, + 4.085331238457002e-05, + 3.9360751543426886e-05, + 3.854154783766717e-05, + 3.7763878935948014e-05, + 3.674226172734052e-05, + 3.536834265105426e-05, + 3.379421468707733e-05, + 3.231921436963603e-05, + 3.079699308727868e-05, + 2.9339995307964273e-05, + 2.8008114895783365e-05, + 2.67933210125193e-05, + 2.564418718975503e-05, + 2.459646566421725e-05, + 2.356435106776189e-05, + 2.2557595002581365e-05, + 2.1634126824210398e-05, + 2.0970668629161082e-05, + 2.0466586647671647e-05, + 1.9971585061284713e-05, + 1.9515649910317734e-05, + 1.9070237613050267e-05, + 1.8645512682269327e-05, + 1.823852835514117e-05, + 1.7820417269831523e-05, + 1.7404800018994138e-05, + 1.6964479073067196e-05, + 1.651802085689269e-05, + 1.6094430975499563e-05, + 1.570090535096824e-05, + 1.5330420865211636e-05, + 1.4987454051151872e-05, + 1.4668518815597054e-05, + 1.4367410585691687e-05, + 1.4081021618039813e-05, + 1.3807773939333856e-05, + 1.3548889910453e-05, + 1.330330633209087e-05, + 1.306969079450937e-05, + 1.2850614439230412e-05, + 1.2641214198083617e-05, + 1.243870792677626e-05, + 1.2240670002938714e-05, + 1.2050324585288763e-05, + 1.1867826287925709e-05, + 1.169275310530793e-05, + 1.1524481124070007e-05, + 1.1362675650161691e-05, + 1.1206801900698338e-05, + 1.1056305993406568e-05, + 1.0910311175393872e-05, + 1.0769329492177349e-05, + 1.0633156307449099e-05, + 1.0501436008780729e-05, + 1.0374000339652412e-05, + 1.0251371350022964e-05, + 1.0139712685486302e-05, + 1.0032072168542072e-05, + 9.926659913617186e-06, + 9.823998880165163e-06, + 9.724023584567476e-06, + 9.627151484892238e-06, + 9.534832315694075e-06, + 9.44608746067388e-06, + 9.360062904306687e-06, + 9.270575901609845e-06, + 9.183880138152745e-06, + 9.099915587285068e-06, + 9.019368917506654e-06, + 8.94237746251747e-06, + 8.871973477653228e-06, + 8.803122000244912e-06, + 8.735721166885924e-06, + 8.672429430589546e-06, + 8.61225817061495e-06, + 8.552297913411167e-06, + 8.496201189700514e-06, + 8.440886631433386e-06, + 8.383588465221692e-06, + 8.326679562742356e-06, + 8.271470505860634e-06, + 8.218132279580459e-06, + 8.165116014424711e-06, + 8.114971933537163e-06, + 8.063339009822812e-06, + 8.01150054030586e-06, + 7.96619315224234e-06, + 7.919220479379874e-06, + 7.872304195188917e-06, + 7.825465218047611e-06, + 7.780416126479395e-06, + 7.742679372313432e-06, + 7.702157745370641e-06, + 7.660649316676427e-06, + 7.618723884661449e-06, + 7.57837233322789e-06, + 7.5388084042060655e-06, + 7.499024832213763e-06, + 7.456507773895282e-06, + 7.419409030262614e-06, + 7.385318440356059e-06, + 7.350947271334007e-06, + 7.31623458705144e-06, + 7.2806051321094856e-06, + 7.243688742164522e-06, + 7.205589099612553e-06, + 7.164894213929074e-06, + 7.122553142835386e-06, + 7.081239800754702e-06, + 7.0383675847551785e-06, + 6.996438969508745e-06, + 6.9539996729872655e-06, + 6.9121679189265706e-06, + 6.870847755635623e-06, + 6.8289095906948205e-06, + 6.787580332456855e-06, + 6.745945483999094e-06, + 6.7018090703641064e-06, + 6.658153779426357e-06, + 6.615191978198709e-06, + 6.572628535650438e-06, + 6.530732662213268e-06, + 6.489207862614421e-06, + 6.448597105190856e-06, + 6.408612989616813e-06, + 6.3692314142826945e-06, + 6.330446467472939e-06, + 6.292234957072651e-06, + 6.254590516618919e-06, + 6.217492682480952e-06, + 6.180928266985575e-06, + 6.144891358417226e-06, + 6.109362857387168e-06, + 6.073788426874671e-06, + 6.0387842495401856e-06, + 6.005393515806645e-06, + 5.972445705992868e-06, + 5.9401577345852274e-06, + 5.9082872212457005e-06, + 5.876993327547098e-06, + 5.846095064043766e-06, + 5.815590611746302e-06, + 5.785465418739477e-06, + 5.755718120781239e-06, + 5.726275048800744e-06, + 5.696476819139207e-06, + 5.667055575031554e-06, + 5.638056791212875e-06, + 5.609529125649715e-06, + 5.58120427740505e-06, + 5.5535879255330656e-06, + 5.526297627511667e-06, + 5.4993311096041e-06, + 5.472678367368644e-06, + 5.446336672321195e-06, + 5.420058187155519e-06, + 5.394202617026167e-06, + 5.368362963054096e-06, + 5.342822532838909e-06, + 5.317572231433587e-06, + 5.292286914482247e-06, + 5.267288997856667e-06, + 5.242573024588637e-06, + 5.218138085183455e-06, + 5.193974175199401e-06, + 5.170081294636475e-06, + 5.146304829395376e-06, + 5.122820766700897e-06, + 5.099591817270266e-06, + 5.076617981103482e-06, + 5.053890163253527e-06, + 5.031407908973051e-06, + 5.00916394230444e-06, + 4.987157353752991e-06, + 4.96538041261374e-06, + 4.943832664139336e-06, + 4.922507287119515e-06, + 4.901400643575471e-06, + 4.880970209342195e-06, + 4.860741228185361e-06, + 4.840712335862918e-06, + 4.820955837203655e-06, + 4.8016058826760855e-06, + 4.786827048519626e-06, + 4.773487489728723e-06, + 4.760372121381806e-06, + 4.747332695842488e-06, + 4.734366939374013e-06, + 4.7211951823555864e-06, + 4.708099822892109e-06, + 4.694462404586375e-06, + 4.680174697568873e-06, + 4.664621883421205e-06, + 4.6466116145893466e-06, + 4.628695478459122e-06, + 4.610564701579278e-06, + 4.592601271724561e-06, + 4.57480518889497e-06, + 4.557210104394471e-06, + 4.539776909950888e-06, + 4.522500148596009e-06, + 4.505380729824537e-06, + 4.4884136514156125e-06, + 4.4715993681165855e-06, + 4.454808276932454e-06, + 4.438242740434362e-06, + 4.4218736547918525e-06, + 4.405648269312223e-06, + 4.389527475723298e-06, + 4.3735531107813586e-06, + 4.357716989034088e-06, + 4.3420154725026805e-06, + 4.326448106439784e-06, + 4.311012162361294e-06, + 4.2959500206052326e-06, + 4.280941993783927e-06, + 4.265916686563287e-06, + 4.251015525369439e-06, + 4.236237145960331e-06, + 4.221572453388944e-06, + 4.207027814118192e-06, + 4.192600499663968e-06, + 4.178290510026272e-06, + 4.16409466197365e-06, + 4.14987971453229e-06, + 4.135688868700527e-06, + 4.121611254959134e-06, + 4.107647782802815e-06, + 4.0938539314083755e-06, + 4.0803920455800835e-06, + 4.067033842147794e-06, + 4.053877546539297e-06, + 4.040819931105943e-06, + 4.02794194087619e-06, + 4.01515853809542e-06, + 4.002470632258337e-06, + 3.9898759496281855e-06, + 3.977374490204966e-06, + 3.964909410569817e-06, + 3.9523297346022446e-06, + 3.939843281841604e-06, + 3.9273568290809635e-06, + 3.914964054274606e-06, + 3.9025881051202305e-06, + 3.890305379172787e-06, + 3.878112693200819e-06, + 3.866010047204327e-06, + 3.853996076941257e-06, + 3.842167188849999e-06, + 3.830910827673506e-06, + 3.8198299989744555e-06, + 3.8088228393462487e-06, + 3.797993713305914e-06, + 3.7874151530559175e-06, + 3.7769050322822295e-06, + 3.766461304621771e-06, + 3.756425257961382e-06, + 3.7463896660483442e-06, + 3.7364925447036512e-06, + 3.726844170159893e-06, + 3.7177526337472955e-06, + 3.70871089216962e-06, + 3.6997487313783495e-06, + 3.6909700611431617e-06, + 3.6819844808633206e-06, + 3.6729054500028724e-06, + 3.663797542685643e-06, + 3.654364718386205e-06, + 3.6447188449528767e-06, + 3.6350252230477054e-06, + 3.6250337416277034e-06, + 3.6150488540442893e-06, + 3.605414804042084e-06, + 3.5957536965725012e-06, + 3.5862508411810268e-06, + 3.576805283955764e-06, + 3.5674177070177393e-06, + 3.558067874109838e-06, + 3.5487557852320606e-06, + 3.539456429280108e-06, + 3.5301218304084614e-06, + 3.5208440749556758e-06, + 3.5113034755340777e-06, + 3.5019704682781594e-06, + 3.4932613743876573e-06, + 3.484601393211051e-06, + 3.4760516882670345e-06, + 3.467549731794861e-06, + 3.459095523794531e-06, + 3.4506879273976665e-06, + 3.4423267152305925e-06, + 3.4340116599196335e-06, + 3.425516297284048e-06, + 3.4168722322647227e-06, + 3.4078789212799165e-06, + 3.398941316845594e-06, + 3.389999847058789e-06, + 3.3811136290751165e-06, + 3.3722815260261996e-06, + 3.3635033105383627e-06, + 3.354793989274185e-06, + 3.3461378734500613e-06, + 3.3375331440765876e-06, + 3.328980255901115e-06, + 3.3204780720552662e-06, + 3.3120261377916904e-06, + 3.3036244531103875e-06, + 3.295272108516656e-06, + 3.286969331384171e-06, + 3.2787147574708797e-06, + 3.2704936074878788e-06, + 3.262320205976721e-06, + 3.2541943255637307e-06, + 3.246115511501557e-06, + 3.2380833090428496e-06, + 3.230097263440257e-06, + 3.2221573746937793e-06, + 3.214262278561364e-06, + 3.2064124297903618e-06, + 3.198606918886071e-06, + 3.1908457458484918e-06, + 3.183128001182922e-06, + 3.17549370265624e-06, + 3.167939894410665e-06, + 3.1604643027094426e-06, + 3.1531167223874945e-06, + 3.1461640901397914e-06, + 3.139456566714216e-06, + 3.1327813303505536e-06, + 3.1261381536751287e-06, + 3.119526809314266e-06, + 3.1129086437431397e-06, + 3.10628615807218e-06, + 3.099660261796089e-06, + 3.0929834338166984e-06, + 3.08622816191928e-06, + 3.0792609777563484e-06, + 3.0721469101990806e-06, + 3.0650712687929627e-06, + 3.058033144043293e-06, + 3.0510327633237466e-06, + 3.0440689897659468e-06, + 3.0371838874998502e-06, + 3.0303344829007983e-06, + 3.0235210033424664e-06, + 3.0167429940775037e-06, + 3.010000000358559e-06, + 3.0032917948119575e-06, + 2.996618150064023e-06, + 2.989978838741081e-06, + 2.983373633469455e-06, + 2.976801852128119e-06, + 2.9702243864448974e-06, + 2.9636803446919657e-06, + 2.9571801860583946e-06, + 2.9507755243685097e-06, + 2.9444861411320744e-06, + 2.9382595130300615e-06, + 2.9321543024707353e-06, + 2.9262164389365353e-06, + 2.9203058602433885e-06, + 2.9144227937649703e-06, + 2.908566330006579e-06, + 2.9027266919001704e-06, + 2.8968672722839983e-06, + 2.890988298531738e-06, + 2.885059075197205e-06, + 2.8791580461984267e-06, + 2.873197672670358e-06, + 2.867133161998936e-06, + 2.861098437278997e-06, + 2.855092816389515e-06, + 2.8491162993304897e-06, + 2.8431686587282456e-06, + 2.837249894582783e-06, + 2.831359324773075e-06, + 2.8254971766727977e-06, + 2.8196627681609243e-06, + 2.8138563266111305e-06, + 2.8080773972760653e-06, + 2.8023257527820533e-06, + 2.796601165755419e-06, + 2.7909036361961626e-06, + 2.7852329367306083e-06, + 2.7795886126114056e-06, + 2.7739708912122296e-06 + ], + "stabilities": [ + 1.0, + 1.0, + 0.8074767589569092, + 1.0, + 1.0, + 1.0, + 0.2741304636001587, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.6871042847633362, + 0.7312355041503906, + 0.5796201229095459, + 0.9767841100692749, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8007184267044067, + 0.8213791847229004, + 1.0, + 0.9823111295700073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9897127747535706, + 0.9912415146827698, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9843525290489197, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931514859199524, + 0.9382854700088501, + 0.9907916784286499, + 1.0, + 1.0, + 1.0, + 0.9938838481903076, + 0.9770961999893188, + 0.9840361475944519, + 0.9920368790626526, + 1.0, + 0.9920392632484436, + 0.9915724992752075, + 0.980915367603302, + 0.9768722057342529, + 0.9326297640800476, + 0.9965350031852722, + 0.9968311786651611, + 0.9558296203613281, + 0.9661597609519958, + 1.0, + 0.949846625328064, + 1.0, + 1.0, + 1.0, + 0.9850503206253052, + 0.9804702401161194, + 1.0, + 0.9592069983482361, + 1.0, + 1.0, + 0.8860962986946106, + 1.0, + 1.0, + 1.0, + 0.9747103452682495, + 0.8471086621284485, + 1.0, + 1.0, + 1.0, + 0.9737809300422668, + 0.9919434189796448, + 1.0, + 1.0, + 0.8830462694168091, + 0.9281452298164368, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989181399345398, + 1.0, + 0.9920274615287781, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933351278305054, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980396628379822, + 0.9673439264297485, + 1.0, + 0.9932003617286682, + 1.0, + 0.9948418140411377, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979782700538635, + 0.9961024522781372, + 1.0, + 0.986954927444458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954626560211182, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988238215446472, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9778873324394226, + 1.0, + 1.0, + 0.9960785508155823, + 0.9889746904373169, + 0.7699717283248901, + 0.9083779454231262, + 0.9888709187507629, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978088140487671, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954681992530823, + 0.9968733787536621, + 1.0, + 1.0, + 0.9995310306549072, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840084910392761, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957475662231445, + 0.983644425868988, + 1.0, + 0.9925278425216675, + 1.0, + 0.9938160181045532, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99180668592453, + 0.9583303928375244, + 0.9910837411880493, + 1.0, + 0.990448534488678, + 0.9832019209861755, + 1.0, + 1.0, + 0.9669914245605469, + 1.0, + 0.99213707447052, + 0.9807659387588501, + 0.9475914239883423, + 1.0, + 0.9965303540229797, + 0.9847733974456787, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9709064364433289, + 1.0, + 0.9897242784500122, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9843577742576599, + 0.9387825131416321, + 1.0, + 0.992846667766571, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981301426887512, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947422742843628, + 0.9950176477432251, + 0.9950637221336365, + 0.988271951675415, + 0.9511469602584839, + 0.9695627093315125, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939882755279541, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9983211755752563, + 0.9903529286384583, + 0.986832320690155, + 0.994909942150116, + 0.9853041768074036, + 0.9771177172660828, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 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": [ + 3040.0, + 6240.0, + 9280.0, + 12480.0, + 15520.0, + 18720.0, + 21760.0, + 24960.0, + 28000.0, + 31200.0, + 34240.0, + 37440.0, + 40480.0, + 43680.0, + 46720.0, + 49920.0, + 53120.0, + 56160.0, + 59360.0, + 62400.0, + 65600.0, + 68640.0, + 71840.0, + 74880.0, + 78080.0, + 81120.0, + 84320.0, + 87360.0, + 90560.0, + 93600.0, + 96800.0, + 100000.0, + 103040.0, + 106240.0, + 109280.0, + 112480.0, + 115520.0, + 118720.0, + 121760.0, + 124960.0, + 128000.0, + 131200.0, + 134240.0, + 137440.0, + 140480.0, + 143680.0, + 146720.0, + 149920.0, + 153120.0, + 156160.0, + 159360.0, + 162400.0, + 165600.0, + 168640.0, + 171840.0, + 174880.0, + 178080.0, + 181120.0, + 184320.0, + 187360.0, + 190560.0, + 193600.0, + 196800.0, + 200000.0, + 203040.0, + 206240.0, + 209280.0, + 212480.0, + 215520.0, + 218720.0, + 221760.0, + 224960.0, + 228000.0, + 231200.0, + 234240.0, + 237440.0, + 240480.0, + 243680.0, + 246720.0, + 249920.0, + 253120.0, + 256160.0, + 259360.0, + 262400.0, + 265600.0, + 268640.0, + 271840.0, + 274880.0, + 278080.0, + 281120.0, + 284320.0, + 287360.0, + 290560.0, + 293600.0, + 296800.0, + 300000.0, + 303040.0, + 306240.0, + 309280.0, + 312480.0, + 315520.0, + 318720.0, + 321760.0, + 324960.0, + 328000.0, + 331200.0, + 334240.0, + 337440.0, + 340480.0, + 343680.0, + 346720.0, + 349920.0, + 353120.0, + 356160.0, + 359360.0, + 362400.0, + 365600.0, + 368640.0, + 371840.0, + 374880.0, + 378080.0, + 381120.0, + 384320.0, + 387360.0, + 390560.0, + 393600.0, + 396800.0, + 400000.0, + 403040.0, + 406240.0, + 409280.0, + 412480.0, + 415520.0, + 418720.0, + 421760.0, + 424960.0, + 428000.0, + 431200.0, + 434240.0, + 437440.0, + 440480.0, + 443680.0, + 446720.0, + 449920.0, + 453120.0, + 456160.0, + 459360.0, + 462400.0, + 465600.0, + 468640.0, + 471840.0, + 474880.0, + 478080.0, + 481120.0, + 484320.0, + 487360.0, + 490560.0, + 493600.0, + 496800.0, + 500000.0, + 503040.0, + 506240.0, + 509280.0, + 512480.0, + 515520.0, + 518720.0, + 521760.0, + 524960.0, + 528000.0, + 531200.0, + 534240.0, + 537440.0, + 540480.0, + 543680.0, + 546720.0, + 549920.0, + 553120.0, + 556160.0, + 559360.0, + 562400.0, + 565600.0, + 568640.0, + 571840.0, + 574880.0, + 578080.0, + 581120.0, + 584320.0, + 587360.0, + 590560.0, + 593600.0, + 596800.0, + 600000.0, + 603040.0, + 606240.0, + 609280.0, + 612480.0, + 615520.0, + 618720.0, + 621760.0, + 624960.0, + 628000.0, + 631200.0, + 634240.0, + 637440.0, + 640480.0, + 643680.0, + 646720.0, + 649920.0, + 653120.0, + 656160.0, + 659360.0, + 662400.0, + 665600.0, + 668640.0, + 671840.0, + 674880.0, + 678080.0, + 681120.0, + 684320.0, + 687360.0, + 690560.0, + 693600.0, + 696800.0, + 700000.0, + 703040.0, + 706240.0, + 709280.0, + 712480.0, + 715520.0, + 718720.0, + 721760.0, + 724960.0, + 728000.0, + 731200.0, + 734240.0, + 737440.0, + 740480.0, + 743680.0, + 746720.0, + 749920.0, + 753120.0, + 756160.0, + 759360.0, + 762400.0, + 765600.0, + 768640.0, + 771840.0, + 774880.0, + 778080.0, + 781120.0, + 784320.0, + 787360.0, + 790560.0, + 793600.0, + 796800.0, + 800000.0, + 803040.0, + 806240.0, + 809280.0, + 812480.0, + 815520.0, + 818720.0, + 821760.0, + 824960.0, + 828000.0, + 831200.0, + 834240.0, + 837440.0, + 840480.0, + 843680.0, + 846720.0, + 849920.0, + 853120.0, + 856160.0, + 859360.0, + 862400.0, + 865600.0, + 868640.0, + 871840.0, + 874880.0, + 878080.0, + 881120.0, + 884320.0, + 887360.0, + 890560.0, + 893600.0, + 896800.0, + 900000.0, + 903040.0, + 906240.0, + 909280.0, + 912480.0, + 915520.0, + 918720.0, + 921760.0, + 924960.0, + 928000.0, + 931200.0, + 934240.0, + 937440.0, + 940480.0, + 943680.0, + 946720.0, + 949920.0, + 953120.0, + 956160.0, + 959360.0, + 962400.0, + 965600.0, + 968640.0, + 971840.0, + 974880.0, + 978080.0, + 981120.0, + 984320.0, + 987360.0, + 990560.0, + 993600.0, + 996800.0, + 1000000.0, + 1003040.0, + 1006240.0, + 1009280.0, + 1012480.0, + 1015520.0, + 1018720.0, + 1021760.0, + 1024960.0, + 1028000.0, + 1031200.0, + 1034240.0, + 1037440.0, + 1040480.0, + 1043680.0, + 1046720.0, + 1049920.0, + 1053120.0, + 1056160.0, + 1059360.0, + 1062400.0, + 1065600.0, + 1068640.0, + 1071840.0, + 1074880.0, + 1078080.0, + 1081120.0, + 1084320.0, + 1087360.0, + 1090560.0, + 1093600.0, + 1096800.0, + 1100000.0, + 1103040.0, + 1106240.0, + 1109280.0, + 1112480.0, + 1115520.0, + 1118720.0, + 1121760.0, + 1124960.0, + 1128000.0, + 1131200.0, + 1134240.0, + 1137440.0, + 1140480.0, + 1143680.0, + 1146720.0, + 1149920.0, + 1153120.0, + 1156160.0, + 1159360.0, + 1162400.0, + 1165600.0, + 1168640.0, + 1171840.0, + 1174880.0, + 1178080.0, + 1181120.0, + 1184320.0, + 1187360.0, + 1190560.0, + 1193600.0, + 1196800.0, + 1200000.0, + 1203040.0, + 1206240.0, + 1209280.0, + 1212480.0, + 1215520.0, + 1218720.0, + 1221760.0, + 1224960.0, + 1228000.0, + 1231200.0, + 1234240.0, + 1237440.0, + 1240480.0, + 1243680.0, + 1246720.0, + 1249920.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_scalar_eval.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..666d1ecd81b74326d30f37bf8237cc9fff53fb4e --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 976.0006103515625, + "strength": 876.251220703125, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 8.658931847094209e-07, + "training_efficiency": 2.773972028080607e-06, + "stability": 0.992117702960968 +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_scalar_train.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..666d1ecd81b74326d30f37bf8237cc9fff53fb4e --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 976.0006103515625, + "strength": 876.251220703125, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 8.658931847094209e-07, + "training_efficiency": 2.773972028080607e-06, + "stability": 0.992117702960968 +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_train.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..5c58ad06514660e16a65d86926962e14baec53f1 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s0_session_metrics_train.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 976.0006103515625, + "strength": 876.251220703125, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 8.658931847094209e-07, + "training_efficiency": 2.773972028080607e-06, + "stability": 0.992117702960968 + }, + "local": { + "mean_returns": [ + 36.5099983215332, + 74.58000183105469, + 135.5500030517578, + 110.47000122070312, + 130.47000122070312, + 242.02000427246094, + 342.82000732421875, + 97.80999755859375, + 117.73999786376953, + 258.3999938964844, + 309.8999938964844, + 408.3299865722656, + 505.67999267578125, + 565.8499755859375, + 390.45001220703125, + 286.92999267578125, + 168.52999877929688, + 164.74000549316406, + 223.60000610351562, + 322.7900085449219, + 411.5400085449219, + 436.8699951171875, + 512.6599731445312, + 564.260009765625, + 591.6099853515625, + 616.469970703125, + 662.9600219726562, + 686.280029296875, + 765.8900146484375, + 852.1900024414062, + 890.510009765625, + 714.0999755859375, + 587.489990234375, + 615.27001953125, + 604.47998046875, + 627.510009765625, + 636.4000244140625, + 646.9099731445312, + 706.6300048828125, + 748.6699829101562, + 850.1599731445312, + 928.97998046875, + 952.3699951171875, + 952.3699951171875, + 962.780029296875, + 952.9299926757812, + 944.6300048828125, + 946.7999877929688, + 953.9199829101562, + 963.260009765625, + 963.260009765625, + 963.260009765625, + 963.260009765625, + 948.27001953125, + 948.6500244140625, + 959.77001953125, + 980.6699829101562, + 985.010009765625, + 985.010009765625, + 985.010009765625, + 985.010009765625, + 985.010009765625, + 985.0999755859375, + 986.4500122070312, + 992.3599853515625, + 992.3599853515625, + 992.3599853515625, + 992.3599853515625, + 992.3599853515625, + 985.5999755859375, + 925.0999755859375, + 916.6300048828125, + 922.530029296875, + 922.530029296875, + 922.530029296875, + 916.9199829101562, + 896.0399780273438, + 881.8200073242188, + 874.8400268554688, + 931.0700073242188, + 923.7000122070312, + 915.9600219726562, + 898.5800170898438, + 877.9199829101562, + 819.1300048828125, + 816.3099975585938, + 813.739990234375, + 778.030029296875, + 751.8800048828125, + 761.3599853515625, + 723.4400024414062, + 724.02001953125, + 760.97998046875, + 767.8400268554688, + 756.4400024414062, + 741.77001953125, + 748.2999877929688, + 717.989990234375, + 749.739990234375, + 763.6400146484375, + 677.260009765625, + 710.75, + 719.4400024414062, + 727.7100219726562, + 709.4400024414062, + 601.780029296875, + 652.719970703125, + 676.0499877929688, + 691.0399780273438, + 673.0599975585938, + 667.6799926757812, + 678.9600219726562, + 734.030029296875, + 648.7999877929688, + 602.5599975585938, + 613.3900146484375, + 625.4500122070312, + 648.5, + 678.9199829101562, + 708.6799926757812, + 765.9299926757812, + 807.5999755859375, + 798.9199829101562, + 840.6500244140625, + 833.989990234375, + 856.3599853515625, + 856.3599853515625, + 858.0700073242188, + 883.6500244140625, + 883.6500244140625, + 903.4299926757812, + 972.280029296875, + 977.47998046875, + 977.47998046875, + 984.1400146484375, + 984.1400146484375, + 991.0499877929688, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 1000.0, + 998.0499877929688, + 965.6300048828125, + 965.6300048828125, + 959.0999755859375, + 959.0999755859375, + 954.1799926757812, + 954.1799926757812, + 954.1799926757812, + 954.1799926757812, + 954.1799926757812, + 956.1300048828125, + 979.6699829101562, + 979.6699829101562, + 977.7000122070312, + 973.9099731445312, + 978.8300170898438, + 966.1300048828125, + 966.1300048828125, + 966.1300048828125, + 966.1300048828125, + 966.1300048828125, + 975.010009765625, + 970.6099853515625, + 981.1699829101562, + 981.1699829101562, + 981.1699829101562, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 1000.0, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 976.8599853515625, + 976.8599853515625, + 976.8599853515625, + 973.0499877929688, + 962.3800048828125, + 742.219970703125, + 674.7000122070312, + 667.25, + 667.25, + 667.25, + 681.72998046875, + 681.72998046875, + 714.0999755859375, + 752.6599731445312, + 824.72998046875, + 962.1300048828125, + 965.8400268554688, + 986.47998046875, + 986.47998046875, + 986.47998046875, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 991.6500244140625, + 987.1799926757812, + 984.1099853515625, + 984.1099853515625, + 986.260009765625, + 985.7999877929688, + 985.7999877929688, + 985.7999877929688, + 985.7999877929688, + 985.7999877929688, + 970.1199951171875, + 974.5900268554688, + 983.8599853515625, + 983.8599853515625, + 983.8599853515625, + 984.3200073242188, + 984.3200073242188, + 984.3200073242188, + 984.3200073242188, + 984.3200073242188, + 993.6500244140625, + 1000.0, + 1000.0, + 1000.0, + 995.77001953125, + 979.5700073242188, + 979.5700073242188, + 972.2899780273438, + 972.2899780273438, + 966.3099975585938, + 966.3099975585938, + 966.3099975585938, + 966.3099975585938, + 966.3099975585938, + 970.5399780273438, + 986.739990234375, + 986.739990234375, + 994.02001953125, + 994.02001953125, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 991.8499755859375, + 950.739990234375, + 942.3099975585938, + 942.3099975585938, + 933.3599853515625, + 917.77001953125, + 917.77001953125, + 917.77001953125, + 887.6500244140625, + 892.989990234375, + 886.010009765625, + 869.0700073242188, + 823.7999877929688, + 823.7999877929688, + 820.9600219726562, + 808.5399780273438, + 831.8699951171875, + 845.1500244140625, + 852.489990234375, + 887.780029296875, + 913.1099853515625, + 923.2100219726562, + 957.3400268554688, + 962.8800048828125, + 935.02001953125, + 943.4099731445312, + 933.77001953125, + 933.77001953125, + 933.77001953125, + 935.5900268554688, + 937.52001953125, + 941.8699951171875, + 951.1699829101562, + 951.1699829101562, + 984.0399780273438, + 968.72998046875, + 909.75, + 909.75, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 927.9000244140625, + 949.510009765625, + 993.530029296875, + 993.530029296875, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 994.77001953125, + 989.8400268554688, + 984.97998046875, + 973.489990234375, + 926.1900024414062, + 898.1599731445312, + 898.1599731445312, + 898.1599731445312, + 898.1599731445312, + 903.3900146484375, + 908.3200073242188, + 913.1799926757812, + 924.6699829101562, + 940.1199951171875, + 974.3800048828125, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 1000.0, + 1000.0, + 998.3300170898438, + 988.75, + 975.7999877929688, + 970.8599853515625, + 956.6699829101562, + 934.9000244140625, + 934.9000244140625, + 934.9000244140625, + 934.9000244140625, + 936.5700073242188, + 943.9299926757812, + 951.52001953125, + 964.0399780273438, + 964.0399780273438, + 978.22998046875, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0 + ], + "strengths": [ + 31.229997634887695, + 69.30000305175781, + 130.27000427246094, + 105.19000244140625, + 125.19000244140625, + 236.74000549316406, + 337.5400085449219, + 92.52999877929688, + 112.45999908447266, + 253.1199951171875, + 304.6199951171875, + 403.04998779296875, + 500.3999938964844, + 560.5699462890625, + 385.1700134277344, + 281.6499938964844, + 163.25, + 159.4600067138672, + 218.32000732421875, + 317.510009765625, + 406.260009765625, + 431.5899963378906, + 507.3799743652344, + 558.97998046875, + 586.3299560546875, + 611.18994140625, + 657.6799926757812, + 681.0, + 760.6099853515625, + 846.9099731445312, + 885.22998046875, + 708.8199462890625, + 582.2099609375, + 609.989990234375, + 599.199951171875, + 622.22998046875, + 631.1199951171875, + 641.6299438476562, + 701.3499755859375, + 743.3899536132812, + 844.8799438476562, + 923.699951171875, + 947.0899658203125, + 947.0899658203125, + 957.5, + 947.6499633789062, + 939.3499755859375, + 941.5199584960938, + 948.6399536132812, + 957.97998046875, + 957.97998046875, + 957.97998046875, + 957.97998046875, + 942.989990234375, + 943.3699951171875, + 954.489990234375, + 975.3899536132812, + 979.72998046875, + 979.72998046875, + 979.72998046875, + 979.72998046875, + 979.72998046875, + 979.8199462890625, + 981.1699829101562, + 987.0799560546875, + 987.0799560546875, + 987.0799560546875, + 987.0799560546875, + 987.0799560546875, + 980.3199462890625, + 919.8199462890625, + 911.3499755859375, + 917.25, + 917.25, + 917.25, + 911.6399536132812, + 890.7599487304688, + 876.5399780273438, + 869.5599975585938, + 925.7899780273438, + 918.4199829101562, + 910.6799926757812, + 893.2999877929688, + 872.6399536132812, + 813.8499755859375, + 811.0299682617188, + 808.4599609375, + 772.75, + 746.5999755859375, + 756.0799560546875, + 718.1599731445312, + 718.739990234375, + 755.699951171875, + 762.5599975585938, + 751.1599731445312, + 736.489990234375, + 743.0199584960938, + 712.7099609375, + 744.4599609375, + 758.3599853515625, + 671.97998046875, + 705.469970703125, + 714.1599731445312, + 722.4299926757812, + 704.1599731445312, + 596.5, + 647.43994140625, + 670.7699584960938, + 685.7599487304688, + 667.7799682617188, + 662.3999633789062, + 673.6799926757812, + 728.75, + 643.5199584960938, + 597.2799682617188, + 608.1099853515625, + 620.1699829101562, + 643.219970703125, + 673.6399536132812, + 703.3999633789062, + 760.6499633789062, + 802.3199462890625, + 793.6399536132812, + 835.3699951171875, + 828.7099609375, + 851.0799560546875, + 851.0799560546875, + 852.7899780273438, + 878.3699951171875, + 878.3699951171875, + 898.1499633789062, + 967.0, + 972.199951171875, + 972.199951171875, + 978.8599853515625, + 978.8599853515625, + 985.7699584960938, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 994.719970703125, + 992.7699584960938, + 960.3499755859375, + 960.3499755859375, + 953.8199462890625, + 953.8199462890625, + 948.8999633789062, + 948.8999633789062, + 948.8999633789062, + 948.8999633789062, + 948.8999633789062, + 950.8499755859375, + 974.3899536132812, + 974.3899536132812, + 972.4199829101562, + 968.6299438476562, + 973.5499877929688, + 960.8499755859375, + 960.8499755859375, + 960.8499755859375, + 960.8499755859375, + 960.8499755859375, + 969.72998046875, + 965.3299560546875, + 975.8899536132812, + 975.8899536132812, + 975.8899536132812, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 994.719970703125, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 971.5799560546875, + 971.5799560546875, + 971.5799560546875, + 967.7699584960938, + 957.0999755859375, + 736.93994140625, + 669.4199829101562, + 661.969970703125, + 661.969970703125, + 661.969970703125, + 676.449951171875, + 676.449951171875, + 708.8199462890625, + 747.3799438476562, + 819.449951171875, + 956.8499755859375, + 960.5599975585938, + 981.199951171875, + 981.199951171875, + 981.199951171875, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 986.3699951171875, + 981.8999633789062, + 978.8299560546875, + 978.8299560546875, + 980.97998046875, + 980.5199584960938, + 980.5199584960938, + 980.5199584960938, + 980.5199584960938, + 980.5199584960938, + 964.8399658203125, + 969.3099975585938, + 978.5799560546875, + 978.5799560546875, + 978.5799560546875, + 979.0399780273438, + 979.0399780273438, + 979.0399780273438, + 979.0399780273438, + 979.0399780273438, + 988.3699951171875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 990.489990234375, + 974.2899780273438, + 974.2899780273438, + 967.0099487304688, + 967.0099487304688, + 961.0299682617188, + 961.0299682617188, + 961.0299682617188, + 961.0299682617188, + 961.0299682617188, + 965.2599487304688, + 981.4599609375, + 981.4599609375, + 988.739990234375, + 988.739990234375, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 986.5699462890625, + 945.4599609375, + 937.0299682617188, + 937.0299682617188, + 928.0799560546875, + 912.489990234375, + 912.489990234375, + 912.489990234375, + 882.3699951171875, + 887.7099609375, + 880.72998046875, + 863.7899780273438, + 818.5199584960938, + 818.5199584960938, + 815.6799926757812, + 803.2599487304688, + 826.5899658203125, + 839.8699951171875, + 847.2099609375, + 882.5, + 907.8299560546875, + 917.9299926757812, + 952.0599975585938, + 957.5999755859375, + 929.739990234375, + 938.1299438476562, + 928.489990234375, + 928.489990234375, + 928.489990234375, + 930.3099975585938, + 932.239990234375, + 936.5899658203125, + 945.8899536132812, + 945.8899536132812, + 978.7599487304688, + 963.449951171875, + 904.469970703125, + 904.469970703125, + 898.0, + 898.0, + 898.0, + 898.0, + 898.0, + 898.0, + 922.6199951171875, + 944.22998046875, + 988.25, + 988.25, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 989.489990234375, + 984.5599975585938, + 979.699951171875, + 968.2099609375, + 920.9099731445312, + 892.8799438476562, + 892.8799438476562, + 892.8799438476562, + 892.8799438476562, + 898.1099853515625, + 903.0399780273438, + 907.8999633789062, + 919.3899536132812, + 934.8399658203125, + 969.0999755859375, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 994.719970703125, + 994.719970703125, + 993.0499877929688, + 983.469970703125, + 970.5199584960938, + 965.5799560546875, + 951.3899536132812, + 929.6199951171875, + 929.6199951171875, + 929.6199951171875, + 929.6199951171875, + 931.2899780273438, + 938.6499633789062, + 946.239990234375, + 958.7599487304688, + 958.7599487304688, + 972.949951171875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 6.553267303388566e-05, + 4.7358462325064465e-05, + 4.035859456053004e-05, + 3.48321336787194e-05, + 2.867026523745153e-05, + 2.3981179765542038e-05, + 2.303936707903631e-05, + 2.1957945136819035e-05, + 1.9931394490413368e-05, + 1.809497734939214e-05, + 1.630760743864812e-05, + 1.4711874428030569e-05, + 1.3411233339866158e-05, + 1.2698995305981953e-05, + 1.2236703696544282e-05, + 1.1983214790234342e-05, + 1.1742147762561217e-05, + 1.1425710908952169e-05, + 1.0999560799973551e-05, + 1.0511653272260446e-05, + 1.0053918231278658e-05, + 9.581841368344612e-06, + 9.129498721449636e-06, + 8.716262527741492e-06, + 8.338972293131519e-06, + 7.982293027453125e-06, + 7.656783964193892e-06, + 7.336313956329832e-06, + 7.023438229225576e-06, + 6.736615432600956e-06, + 6.530655809910968e-06, + 6.374033091560705e-06, + 6.220307568582939e-06, + 6.078600563341752e-06, + 5.940228675171966e-06, + 5.808185960631818e-06, + 5.68171481063473e-06, + 5.5516975407954305e-06, + 5.422510639618849e-06, + 5.285557563183829e-06, + 5.146753665030701e-06, + 5.014979251427576e-06, + 4.8926067393040285e-06, + 4.777332378580468e-06, + 4.67066229248303e-06, + 4.571410954667954e-06, + 4.4777434595744126e-06, + 4.388685738376807e-06, + 4.30366935688653e-06, + 4.223148607707117e-06, + 4.146725586906541e-06, + 4.0740515032666735e-06, + 4.005866685474757e-06, + 3.9407145777659025e-06, + 3.877677954733372e-06, + 3.81605150323594e-06, + 3.7567931485682493e-06, + 3.699994294947828e-06, + 3.6454837299970677e-06, + 3.5931063848693157e-06, + 3.5427215152594727e-06, + 3.4941972444357816e-06, + 3.447359404162853e-06, + 3.4019046779576456e-06, + 3.358022240718128e-06, + 3.315620460853097e-06, + 3.274615664849989e-06, + 3.234930773032829e-06, + 3.1967515496944543e-06, + 3.1619765650248155e-06, + 3.1284603210224304e-06, + 3.0956275622884277e-06, + 3.0636590508947847e-06, + 3.0325168154377025e-06, + 3.002348194058868e-06, + 2.973588834720431e-06, + 2.945949063359876e-06, + 2.919148755609058e-06, + 2.891275016736472e-06, + 2.864276893888018e-06, + 2.8381216452544322e-06, + 2.8130355076427804e-06, + 2.789050995488651e-06, + 2.7671219413605286e-06, + 2.745671508819214e-06, + 2.7246765057498123e-06, + 2.7049566142522963e-06, + 2.6862121558224317e-06, + 2.6675290882849367e-06, + 2.6500529202166945e-06, + 2.632816631376045e-06, + 2.6149648419959703e-06, + 2.5972306048061e-06, + 2.580029104137793e-06, + 2.5634126359364018e-06, + 2.5468928015470738e-06, + 2.5312706384283956e-06, + 2.515181449780357e-06, + 2.4990306428662734e-06, + 2.4849116471159505e-06, + 2.4702760583750205e-06, + 2.4556547941756435e-06, + 2.4410601326962933e-06, + 2.427020035611349e-06, + 2.4152609512384515e-06, + 2.4026317078096326e-06, + 2.389696419413667e-06, + 2.3766292542859446e-06, + 2.364053898418206e-06, + 2.351722287130542e-06, + 2.3393233732349472e-06, + 2.32607430916687e-06, + 2.3145116756495554e-06, + 2.303887868038146e-06, + 2.293175157319638e-06, + 2.2823571725894e-06, + 2.271251560159726e-06, + 2.259746224808623e-06, + 2.2478702703665476e-06, + 2.2351869120029733e-06, + 2.2219883248908445e-06, + 2.2091116989031434e-06, + 2.1957473563816166e-06, + 2.1826783722644905e-06, + 2.1694484075851506e-06, + 2.1564092094195075e-06, + 2.143530764442403e-06, + 2.1304579149727942e-06, + 2.117576059390558e-06, + 2.1045975699962582e-06, + 2.09084009838989e-06, + 2.0772313291672617e-06, + 2.063839929178357e-06, + 2.050570856226841e-06, + 2.037511194430408e-06, + 2.024565901592723e-06, + 2.0119064174650703e-06, + 1.9994408830825705e-06, + 1.9871645235980395e-06, + 1.9750723367906176e-06, + 1.9631602299341466e-06, + 1.951423655555118e-06, + 1.939858293553698e-06, + 1.9284600512037287e-06, + 1.9172250631527277e-06, + 1.9061496914218878e-06, + 1.8950586309074424e-06, + 1.8841463997887331e-06, + 1.8737357549980516e-06, + 1.8634642628967413e-06, + 1.8533972934164922e-06, + 1.843461404860136e-06, + 1.833704004639003e-06, + 1.8240708641314995e-06, + 1.8145593685403583e-06, + 1.8051670167551492e-06, + 1.795891535039118e-06, + 1.786711550266773e-06, + 1.7774215166355134e-06, + 1.7682481256997562e-06, + 1.7592071799299447e-06, + 1.7503122080597677e-06, + 1.741481241879228e-06, + 1.7328703734165174e-06, + 1.7243617094209185e-06, + 1.7159532035293523e-06, + 1.7076430367524154e-06, + 1.6994291627270286e-06, + 1.6912354112719186e-06, + 1.683172968114377e-06, + 1.675115981925046e-06, + 1.6671516505084583e-06, + 1.6592780411883723e-06, + 1.651393176871352e-06, + 1.643598352529807e-06, + 1.6358919765480096e-06, + 1.6282723436233937e-06, + 1.620737975827069e-06, + 1.6132873952301452e-06, + 1.6058736491686432e-06, + 1.5985502841431298e-06, + 1.5913070683382102e-06, + 1.5841427511986694e-06, + 1.5770556274219416e-06, + 1.5700445601396495e-06, + 1.5631081851097406e-06, + 1.5562452517769998e-06, + 1.5494543958993745e-06, + 1.5427344806084875e-06, + 1.5360842553491239e-06, + 1.5295025832529063e-06, + 1.5231314591801492e-06, + 1.5168234313023277e-06, + 1.5105773627510644e-06, + 1.5044165593280923e-06, + 1.4983821756686666e-06, + 1.49377342495427e-06, + 1.489613282501523e-06, + 1.4855231711408123e-06, + 1.4814565929555101e-06, + 1.4774132068851031e-06, + 1.4733052466908703e-06, + 1.4692213881062344e-06, + 1.4649680224465556e-06, + 1.4605122942157323e-06, + 1.4556615042238263e-06, + 1.45004480600619e-06, + 1.4444575526795234e-06, + 1.4388029967449256e-06, + 1.4332009641293553e-06, + 1.427650772711786e-06, + 1.4221635638023145e-06, + 1.4167262634146027e-06, + 1.4113384168013e-06, + 1.4059990007808665e-06, + 1.4007074469191139e-06, + 1.3954630730950157e-06, + 1.3902264299758826e-06, + 1.385059817948786e-06, + 1.3799544831272215e-06, + 1.3748937135460437e-06, + 1.3698657994609675e-06, + 1.3648838148583309e-06, + 1.3599446901935153e-06, + 1.3550476296586567e-06, + 1.3501922921932419e-06, + 1.3453781093630823e-06, + 1.340680228167912e-06, + 1.3359995136852376e-06, + 1.3313131148606772e-06, + 1.326665369560942e-06, + 1.3220560504123569e-06, + 1.317482087870303e-06, + 1.312945414611022e-06, + 1.3084456895740004e-06, + 1.3039821169513743e-06, + 1.2995543556826306e-06, + 1.2951204553246498e-06, + 1.2906940582979587e-06, + 1.2863033589383122e-06, + 1.2819479024983593e-06, + 1.2776456514984602e-06, + 1.27344674183405e-06, + 1.2692803466052283e-06, + 1.2651767065108288e-06, + 1.2611039892362896e-06, + 1.257086978512234e-06, + 1.2530998674264993e-06, + 1.249142314918572e-06, + 1.245213752554264e-06, + 1.2413141803335748e-06, + 1.2374260904834955e-06, + 1.2335019619058585e-06, + 1.2296071645323536e-06, + 1.225712708219362e-06, + 1.2218471283631516e-06, + 1.2179870054751518e-06, + 1.2141556453570956e-06, + 1.2103524795747944e-06, + 1.2065772807545727e-06, + 1.202829821522755e-06, + 1.1991400015176623e-06, + 1.1956287835346302e-06, + 1.19217236260738e-06, + 1.188739020108187e-06, + 1.185360929412127e-06, + 1.182061168947257e-06, + 1.1787825542342034e-06, + 1.1755247442124528e-06, + 1.1723939223884372e-06, + 1.1692635553117725e-06, + 1.166176389233442e-06, + 1.1631666438916e-06, + 1.1603306120377965e-06, + 1.157510155280761e-06, + 1.1547144822543487e-06, + 1.1519761073941481e-06, + 1.1491731584101217e-06, + 1.1463409919088008e-06, + 1.1434999578341376e-06, + 1.1405575151002267e-06, + 1.1375485655662487e-06, + 1.1345244956828537e-06, + 1.1314077710267156e-06, + 1.128292865359981e-06, + 1.1252876674916479e-06, + 1.1222739431104856e-06, + 1.1193094451300567e-06, + 1.1163630233568256e-06, + 1.1134344504171168e-06, + 1.1105178145953687e-06, + 1.1076127748310682e-06, + 1.1047118277929258e-06, + 1.1017998531315243e-06, + 1.0989057273036451e-06, + 1.0959294058920932e-06, + 1.0930179996648803e-06, + 1.0903009979301714e-06, + 1.087599343918555e-06, + 1.0849322507056058e-06, + 1.0822799367815605e-06, + 1.0796425158332568e-06, + 1.077019760487019e-06, + 1.0744113296823343e-06, + 1.071817450792878e-06, + 1.0691671832319116e-06, + 1.0664705314411549e-06, + 1.0636650813466986e-06, + 1.0608767979647382e-06, + 1.0580873777144006e-06, + 1.055315124176559e-06, + 1.052559809977538e-06, + 1.049821207743662e-06, + 1.0471043196957908e-06, + 1.0444036888657138e-06, + 1.041719315253431e-06, + 1.0390508577984292e-06, + 1.036398543874384e-06, + 1.0337619187339442e-06, + 1.0311407550034346e-06, + 1.0285351663696929e-06, + 1.0259448117722059e-06, + 1.0233696912109735e-06, + 1.0208048024651362e-06, + 1.018254920381878e-06, + 1.0157198175875237e-06, + 1.0131993803952355e-06, + 1.0106936088050134e-06, + 1.0082020480695064e-06, + 1.0057249255623901e-06, + 1.0032617865363136e-06, + 1.0008127446781145e-06, + 9.983775726141175e-07, + 9.959561566574848e-07, + 9.935483831213787e-07, + 9.911666438711109e-07, + 9.888099157251418e-07, + 9.864777439361205e-07, + 9.841853625403019e-07, + 9.820163313634112e-07, + 9.799236977414694e-07, + 9.77841068561247e-07, + 9.75768557509582e-07, + 9.73705823525961e-07, + 9.71641043179261e-07, + 9.69575012277346e-07, + 9.675077308202162e-07, + 9.65424646892643e-07, + 9.633168929212843e-07, + 9.61143200584047e-07, + 9.58923692451208e-07, + 9.567161214363296e-07, + 9.545203738525743e-07, + 9.523362791696854e-07, + 9.501637805442442e-07, + 9.480156109020754e-07, + 9.458786394134222e-07, + 9.437528660782846e-07, + 9.416381203664059e-07, + 9.395343454343674e-07, + 9.374414275953313e-07, + 9.353593100058788e-07, + 9.332878221357532e-07, + 9.312269071415358e-07, + 9.291765650232264e-07, + 9.271244039155135e-07, + 9.25082701996871e-07, + 9.23054699342174e-07, + 9.2105648263896e-07, + 9.190943046633038e-07, + 9.171516239803168e-07, + 9.152468010142911e-07, + 9.133941603067797e-07, + 9.115501029555162e-07, + 9.097144584302441e-07, + 9.078872835743823e-07, + 9.06065224626218e-07, + 9.042370834322355e-07, + 9.024026894621784e-07, + 9.005528340821911e-07, + 8.987116189018707e-07, + 8.968520432972582e-07, + 8.949598964136385e-07, + 8.930769581638742e-07, + 8.912032285479654e-07, + 8.893385370356555e-07, + 8.874828267835255e-07, + 8.856360409481567e-07, + 8.837981226861302e-07, + 8.819689583106083e-07, + 8.801486615084286e-07, + 8.78336948062497e-07, + 8.765337611293944e-07, + 8.747392143959587e-07, + 8.729531373319332e-07, + 8.711753594070615e-07, + 8.694059943081811e-07, + 8.676448715050356e-07, + 8.658919909976248e-07 + ], + "training_efficiencies": [ + 0.00032894735340960324, + 0.00021266084513626993, + 0.00015345108113251626, + 0.00013049553672317415, + 0.00011256247671553865, + 9.250047878595069e-05, + 7.732784433756024e-05, + 7.427106174873188e-05, + 7.077548798406497e-05, + 6.42127706669271e-05, + 5.8282428653910756e-05, + 5.250136382528581e-05, + 4.7352634283015504e-05, + 4.314968464314006e-05, + 4.085331238457002e-05, + 3.9360751543426886e-05, + 3.854154783766717e-05, + 3.7763878935948014e-05, + 3.674226172734052e-05, + 3.536834265105426e-05, + 3.379421468707733e-05, + 3.231921436963603e-05, + 3.079699308727868e-05, + 2.9339995307964273e-05, + 2.8008114895783365e-05, + 2.67933210125193e-05, + 2.564418718975503e-05, + 2.459646566421725e-05, + 2.356435106776189e-05, + 2.2557595002581365e-05, + 2.1634126824210398e-05, + 2.0970668629161082e-05, + 2.0466586647671647e-05, + 1.9971585061284713e-05, + 1.9515649910317734e-05, + 1.9070237613050267e-05, + 1.8645512682269327e-05, + 1.823852835514117e-05, + 1.7820417269831523e-05, + 1.7404800018994138e-05, + 1.6964479073067196e-05, + 1.651802085689269e-05, + 1.6094430975499563e-05, + 1.570090535096824e-05, + 1.5330420865211636e-05, + 1.4987454051151872e-05, + 1.4668518815597054e-05, + 1.4367410585691687e-05, + 1.4081021618039813e-05, + 1.3807773939333856e-05, + 1.3548889910453e-05, + 1.330330633209087e-05, + 1.306969079450937e-05, + 1.2850614439230412e-05, + 1.2641214198083617e-05, + 1.243870792677626e-05, + 1.2240670002938714e-05, + 1.2050324585288763e-05, + 1.1867826287925709e-05, + 1.169275310530793e-05, + 1.1524481124070007e-05, + 1.1362675650161691e-05, + 1.1206801900698338e-05, + 1.1056305993406568e-05, + 1.0910311175393872e-05, + 1.0769329492177349e-05, + 1.0633156307449099e-05, + 1.0501436008780729e-05, + 1.0374000339652412e-05, + 1.0251371350022964e-05, + 1.0139712685486302e-05, + 1.0032072168542072e-05, + 9.926659913617186e-06, + 9.823998880165163e-06, + 9.724023584567476e-06, + 9.627151484892238e-06, + 9.534832315694075e-06, + 9.44608746067388e-06, + 9.360062904306687e-06, + 9.270575901609845e-06, + 9.183880138152745e-06, + 9.099915587285068e-06, + 9.019368917506654e-06, + 8.94237746251747e-06, + 8.871973477653228e-06, + 8.803122000244912e-06, + 8.735721166885924e-06, + 8.672429430589546e-06, + 8.61225817061495e-06, + 8.552297913411167e-06, + 8.496201189700514e-06, + 8.440886631433386e-06, + 8.383588465221692e-06, + 8.326679562742356e-06, + 8.271470505860634e-06, + 8.218132279580459e-06, + 8.165116014424711e-06, + 8.114971933537163e-06, + 8.063339009822812e-06, + 8.01150054030586e-06, + 7.96619315224234e-06, + 7.919220479379874e-06, + 7.872304195188917e-06, + 7.825465218047611e-06, + 7.780416126479395e-06, + 7.742679372313432e-06, + 7.702157745370641e-06, + 7.660649316676427e-06, + 7.618723884661449e-06, + 7.57837233322789e-06, + 7.5388084042060655e-06, + 7.499024832213763e-06, + 7.456507773895282e-06, + 7.419409030262614e-06, + 7.385318440356059e-06, + 7.350947271334007e-06, + 7.31623458705144e-06, + 7.2806051321094856e-06, + 7.243688742164522e-06, + 7.205589099612553e-06, + 7.164894213929074e-06, + 7.122553142835386e-06, + 7.081239800754702e-06, + 7.0383675847551785e-06, + 6.996438969508745e-06, + 6.9539996729872655e-06, + 6.9121679189265706e-06, + 6.870847755635623e-06, + 6.8289095906948205e-06, + 6.787580332456855e-06, + 6.745945483999094e-06, + 6.7018090703641064e-06, + 6.658153779426357e-06, + 6.615191978198709e-06, + 6.572628535650438e-06, + 6.530732662213268e-06, + 6.489207862614421e-06, + 6.448597105190856e-06, + 6.408612989616813e-06, + 6.3692314142826945e-06, + 6.330446467472939e-06, + 6.292234957072651e-06, + 6.254590516618919e-06, + 6.217492682480952e-06, + 6.180928266985575e-06, + 6.144891358417226e-06, + 6.109362857387168e-06, + 6.073788426874671e-06, + 6.0387842495401856e-06, + 6.005393515806645e-06, + 5.972445705992868e-06, + 5.9401577345852274e-06, + 5.9082872212457005e-06, + 5.876993327547098e-06, + 5.846095064043766e-06, + 5.815590611746302e-06, + 5.785465418739477e-06, + 5.755718120781239e-06, + 5.726275048800744e-06, + 5.696476819139207e-06, + 5.667055575031554e-06, + 5.638056791212875e-06, + 5.609529125649715e-06, + 5.58120427740505e-06, + 5.5535879255330656e-06, + 5.526297627511667e-06, + 5.4993311096041e-06, + 5.472678367368644e-06, + 5.446336672321195e-06, + 5.420058187155519e-06, + 5.394202617026167e-06, + 5.368362963054096e-06, + 5.342822532838909e-06, + 5.317572231433587e-06, + 5.292286914482247e-06, + 5.267288997856667e-06, + 5.242573024588637e-06, + 5.218138085183455e-06, + 5.193974175199401e-06, + 5.170081294636475e-06, + 5.146304829395376e-06, + 5.122820766700897e-06, + 5.099591817270266e-06, + 5.076617981103482e-06, + 5.053890163253527e-06, + 5.031407908973051e-06, + 5.00916394230444e-06, + 4.987157353752991e-06, + 4.96538041261374e-06, + 4.943832664139336e-06, + 4.922507287119515e-06, + 4.901400643575471e-06, + 4.880970209342195e-06, + 4.860741228185361e-06, + 4.840712335862918e-06, + 4.820955837203655e-06, + 4.8016058826760855e-06, + 4.786827048519626e-06, + 4.773487489728723e-06, + 4.760372121381806e-06, + 4.747332695842488e-06, + 4.734366939374013e-06, + 4.7211951823555864e-06, + 4.708099822892109e-06, + 4.694462404586375e-06, + 4.680174697568873e-06, + 4.664621883421205e-06, + 4.6466116145893466e-06, + 4.628695478459122e-06, + 4.610564701579278e-06, + 4.592601271724561e-06, + 4.57480518889497e-06, + 4.557210104394471e-06, + 4.539776909950888e-06, + 4.522500148596009e-06, + 4.505380729824537e-06, + 4.4884136514156125e-06, + 4.4715993681165855e-06, + 4.454808276932454e-06, + 4.438242740434362e-06, + 4.4218736547918525e-06, + 4.405648269312223e-06, + 4.389527475723298e-06, + 4.3735531107813586e-06, + 4.357716989034088e-06, + 4.3420154725026805e-06, + 4.326448106439784e-06, + 4.311012162361294e-06, + 4.2959500206052326e-06, + 4.280941993783927e-06, + 4.265916686563287e-06, + 4.251015525369439e-06, + 4.236237145960331e-06, + 4.221572453388944e-06, + 4.207027814118192e-06, + 4.192600499663968e-06, + 4.178290510026272e-06, + 4.16409466197365e-06, + 4.14987971453229e-06, + 4.135688868700527e-06, + 4.121611254959134e-06, + 4.107647782802815e-06, + 4.0938539314083755e-06, + 4.0803920455800835e-06, + 4.067033842147794e-06, + 4.053877546539297e-06, + 4.040819931105943e-06, + 4.02794194087619e-06, + 4.01515853809542e-06, + 4.002470632258337e-06, + 3.9898759496281855e-06, + 3.977374490204966e-06, + 3.964909410569817e-06, + 3.9523297346022446e-06, + 3.939843281841604e-06, + 3.9273568290809635e-06, + 3.914964054274606e-06, + 3.9025881051202305e-06, + 3.890305379172787e-06, + 3.878112693200819e-06, + 3.866010047204327e-06, + 3.853996076941257e-06, + 3.842167188849999e-06, + 3.830910827673506e-06, + 3.8198299989744555e-06, + 3.8088228393462487e-06, + 3.797993713305914e-06, + 3.7874151530559175e-06, + 3.7769050322822295e-06, + 3.766461304621771e-06, + 3.756425257961382e-06, + 3.7463896660483442e-06, + 3.7364925447036512e-06, + 3.726844170159893e-06, + 3.7177526337472955e-06, + 3.70871089216962e-06, + 3.6997487313783495e-06, + 3.6909700611431617e-06, + 3.6819844808633206e-06, + 3.6729054500028724e-06, + 3.663797542685643e-06, + 3.654364718386205e-06, + 3.6447188449528767e-06, + 3.6350252230477054e-06, + 3.6250337416277034e-06, + 3.6150488540442893e-06, + 3.605414804042084e-06, + 3.5957536965725012e-06, + 3.5862508411810268e-06, + 3.576805283955764e-06, + 3.5674177070177393e-06, + 3.558067874109838e-06, + 3.5487557852320606e-06, + 3.539456429280108e-06, + 3.5301218304084614e-06, + 3.5208440749556758e-06, + 3.5113034755340777e-06, + 3.5019704682781594e-06, + 3.4932613743876573e-06, + 3.484601393211051e-06, + 3.4760516882670345e-06, + 3.467549731794861e-06, + 3.459095523794531e-06, + 3.4506879273976665e-06, + 3.4423267152305925e-06, + 3.4340116599196335e-06, + 3.425516297284048e-06, + 3.4168722322647227e-06, + 3.4078789212799165e-06, + 3.398941316845594e-06, + 3.389999847058789e-06, + 3.3811136290751165e-06, + 3.3722815260261996e-06, + 3.3635033105383627e-06, + 3.354793989274185e-06, + 3.3461378734500613e-06, + 3.3375331440765876e-06, + 3.328980255901115e-06, + 3.3204780720552662e-06, + 3.3120261377916904e-06, + 3.3036244531103875e-06, + 3.295272108516656e-06, + 3.286969331384171e-06, + 3.2787147574708797e-06, + 3.2704936074878788e-06, + 3.262320205976721e-06, + 3.2541943255637307e-06, + 3.246115511501557e-06, + 3.2380833090428496e-06, + 3.230097263440257e-06, + 3.2221573746937793e-06, + 3.214262278561364e-06, + 3.2064124297903618e-06, + 3.198606918886071e-06, + 3.1908457458484918e-06, + 3.183128001182922e-06, + 3.17549370265624e-06, + 3.167939894410665e-06, + 3.1604643027094426e-06, + 3.1531167223874945e-06, + 3.1461640901397914e-06, + 3.139456566714216e-06, + 3.1327813303505536e-06, + 3.1261381536751287e-06, + 3.119526809314266e-06, + 3.1129086437431397e-06, + 3.10628615807218e-06, + 3.099660261796089e-06, + 3.0929834338166984e-06, + 3.08622816191928e-06, + 3.0792609777563484e-06, + 3.0721469101990806e-06, + 3.0650712687929627e-06, + 3.058033144043293e-06, + 3.0510327633237466e-06, + 3.0440689897659468e-06, + 3.0371838874998502e-06, + 3.0303344829007983e-06, + 3.0235210033424664e-06, + 3.0167429940775037e-06, + 3.010000000358559e-06, + 3.0032917948119575e-06, + 2.996618150064023e-06, + 2.989978838741081e-06, + 2.983373633469455e-06, + 2.976801852128119e-06, + 2.9702243864448974e-06, + 2.9636803446919657e-06, + 2.9571801860583946e-06, + 2.9507755243685097e-06, + 2.9444861411320744e-06, + 2.9382595130300615e-06, + 2.9321543024707353e-06, + 2.9262164389365353e-06, + 2.9203058602433885e-06, + 2.9144227937649703e-06, + 2.908566330006579e-06, + 2.9027266919001704e-06, + 2.8968672722839983e-06, + 2.890988298531738e-06, + 2.885059075197205e-06, + 2.8791580461984267e-06, + 2.873197672670358e-06, + 2.867133161998936e-06, + 2.861098437278997e-06, + 2.855092816389515e-06, + 2.8491162993304897e-06, + 2.8431686587282456e-06, + 2.837249894582783e-06, + 2.831359324773075e-06, + 2.8254971766727977e-06, + 2.8196627681609243e-06, + 2.8138563266111305e-06, + 2.8080773972760653e-06, + 2.8023257527820533e-06, + 2.796601165755419e-06, + 2.7909036361961626e-06, + 2.7852329367306083e-06, + 2.7795886126114056e-06, + 2.7739708912122296e-06 + ], + "stabilities": [ + 1.0, + 1.0, + 0.8074767589569092, + 1.0, + 1.0, + 1.0, + 0.2741304636001587, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.6871042847633362, + 0.7312355041503906, + 0.5796201229095459, + 0.9767841100692749, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8007184267044067, + 0.8213791847229004, + 1.0, + 0.9823111295700073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9897127747535706, + 0.9912415146827698, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9843525290489197, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931514859199524, + 0.9382854700088501, + 0.9907916784286499, + 1.0, + 1.0, + 1.0, + 0.9938838481903076, + 0.9770961999893188, + 0.9840361475944519, + 0.9920368790626526, + 1.0, + 0.9920392632484436, + 0.9915724992752075, + 0.980915367603302, + 0.9768722057342529, + 0.9326297640800476, + 0.9965350031852722, + 0.9968311786651611, + 0.9558296203613281, + 0.9661597609519958, + 1.0, + 0.949846625328064, + 1.0, + 1.0, + 1.0, + 0.9850503206253052, + 0.9804702401161194, + 1.0, + 0.9592069983482361, + 1.0, + 1.0, + 0.8860962986946106, + 1.0, + 1.0, + 1.0, + 0.9747103452682495, + 0.8471086621284485, + 1.0, + 1.0, + 1.0, + 0.9737809300422668, + 0.9919434189796448, + 1.0, + 1.0, + 0.8830462694168091, + 0.9281452298164368, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989181399345398, + 1.0, + 0.9920274615287781, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933351278305054, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980396628379822, + 0.9673439264297485, + 1.0, + 0.9932003617286682, + 1.0, + 0.9948418140411377, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979782700538635, + 0.9961024522781372, + 1.0, + 0.986954927444458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954626560211182, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988238215446472, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9778873324394226, + 1.0, + 1.0, + 0.9960785508155823, + 0.9889746904373169, + 0.7699717283248901, + 0.9083779454231262, + 0.9888709187507629, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978088140487671, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954681992530823, + 0.9968733787536621, + 1.0, + 1.0, + 0.9995310306549072, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840084910392761, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957475662231445, + 0.983644425868988, + 1.0, + 0.9925278425216675, + 1.0, + 0.9938160181045532, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99180668592453, + 0.9583303928375244, + 0.9910837411880493, + 1.0, + 0.990448534488678, + 0.9832019209861755, + 1.0, + 1.0, + 0.9669914245605469, + 1.0, + 0.99213707447052, + 0.9807659387588501, + 0.9475914239883423, + 1.0, + 0.9965303540229797, + 0.9847733974456787, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9709064364433289, + 1.0, + 0.9897242784500122, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9843577742576599, + 0.9387825131416321, + 1.0, + 0.992846667766571, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981301426887512, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947422742843628, + 0.9950176477432251, + 0.9950637221336365, + 0.988271951675415, + 0.9511469602584839, + 0.9695627093315125, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939882755279541, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9983211755752563, + 0.9903529286384583, + 0.986832320690155, + 0.994909942150116, + 0.9853041768074036, + 0.9771177172660828, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 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": [ + 3040.0, + 6240.0, + 9280.0, + 12480.0, + 15520.0, + 18720.0, + 21760.0, + 24960.0, + 28000.0, + 31200.0, + 34240.0, + 37440.0, + 40480.0, + 43680.0, + 46720.0, + 49920.0, + 53120.0, + 56160.0, + 59360.0, + 62400.0, + 65600.0, + 68640.0, + 71840.0, + 74880.0, + 78080.0, + 81120.0, + 84320.0, + 87360.0, + 90560.0, + 93600.0, + 96800.0, + 100000.0, + 103040.0, + 106240.0, + 109280.0, + 112480.0, + 115520.0, + 118720.0, + 121760.0, + 124960.0, + 128000.0, + 131200.0, + 134240.0, + 137440.0, + 140480.0, + 143680.0, + 146720.0, + 149920.0, + 153120.0, + 156160.0, + 159360.0, + 162400.0, + 165600.0, + 168640.0, + 171840.0, + 174880.0, + 178080.0, + 181120.0, + 184320.0, + 187360.0, + 190560.0, + 193600.0, + 196800.0, + 200000.0, + 203040.0, + 206240.0, + 209280.0, + 212480.0, + 215520.0, + 218720.0, + 221760.0, + 224960.0, + 228000.0, + 231200.0, + 234240.0, + 237440.0, + 240480.0, + 243680.0, + 246720.0, + 249920.0, + 253120.0, + 256160.0, + 259360.0, + 262400.0, + 265600.0, + 268640.0, + 271840.0, + 274880.0, + 278080.0, + 281120.0, + 284320.0, + 287360.0, + 290560.0, + 293600.0, + 296800.0, + 300000.0, + 303040.0, + 306240.0, + 309280.0, + 312480.0, + 315520.0, + 318720.0, + 321760.0, + 324960.0, + 328000.0, + 331200.0, + 334240.0, + 337440.0, + 340480.0, + 343680.0, + 346720.0, + 349920.0, + 353120.0, + 356160.0, + 359360.0, + 362400.0, + 365600.0, + 368640.0, + 371840.0, + 374880.0, + 378080.0, + 381120.0, + 384320.0, + 387360.0, + 390560.0, + 393600.0, + 396800.0, + 400000.0, + 403040.0, + 406240.0, + 409280.0, + 412480.0, + 415520.0, + 418720.0, + 421760.0, + 424960.0, + 428000.0, + 431200.0, + 434240.0, + 437440.0, + 440480.0, + 443680.0, + 446720.0, + 449920.0, + 453120.0, + 456160.0, + 459360.0, + 462400.0, + 465600.0, + 468640.0, + 471840.0, + 474880.0, + 478080.0, + 481120.0, + 484320.0, + 487360.0, + 490560.0, + 493600.0, + 496800.0, + 500000.0, + 503040.0, + 506240.0, + 509280.0, + 512480.0, + 515520.0, + 518720.0, + 521760.0, + 524960.0, + 528000.0, + 531200.0, + 534240.0, + 537440.0, + 540480.0, + 543680.0, + 546720.0, + 549920.0, + 553120.0, + 556160.0, + 559360.0, + 562400.0, + 565600.0, + 568640.0, + 571840.0, + 574880.0, + 578080.0, + 581120.0, + 584320.0, + 587360.0, + 590560.0, + 593600.0, + 596800.0, + 600000.0, + 603040.0, + 606240.0, + 609280.0, + 612480.0, + 615520.0, + 618720.0, + 621760.0, + 624960.0, + 628000.0, + 631200.0, + 634240.0, + 637440.0, + 640480.0, + 643680.0, + 646720.0, + 649920.0, + 653120.0, + 656160.0, + 659360.0, + 662400.0, + 665600.0, + 668640.0, + 671840.0, + 674880.0, + 678080.0, + 681120.0, + 684320.0, + 687360.0, + 690560.0, + 693600.0, + 696800.0, + 700000.0, + 703040.0, + 706240.0, + 709280.0, + 712480.0, + 715520.0, + 718720.0, + 721760.0, + 724960.0, + 728000.0, + 731200.0, + 734240.0, + 737440.0, + 740480.0, + 743680.0, + 746720.0, + 749920.0, + 753120.0, + 756160.0, + 759360.0, + 762400.0, + 765600.0, + 768640.0, + 771840.0, + 774880.0, + 778080.0, + 781120.0, + 784320.0, + 787360.0, + 790560.0, + 793600.0, + 796800.0, + 800000.0, + 803040.0, + 806240.0, + 809280.0, + 812480.0, + 815520.0, + 818720.0, + 821760.0, + 824960.0, + 828000.0, + 831200.0, + 834240.0, + 837440.0, + 840480.0, + 843680.0, + 846720.0, + 849920.0, + 853120.0, + 856160.0, + 859360.0, + 862400.0, + 865600.0, + 868640.0, + 871840.0, + 874880.0, + 878080.0, + 881120.0, + 884320.0, + 887360.0, + 890560.0, + 893600.0, + 896800.0, + 900000.0, + 903040.0, + 906240.0, + 909280.0, + 912480.0, + 915520.0, + 918720.0, + 921760.0, + 924960.0, + 928000.0, + 931200.0, + 934240.0, + 937440.0, + 940480.0, + 943680.0, + 946720.0, + 949920.0, + 953120.0, + 956160.0, + 959360.0, + 962400.0, + 965600.0, + 968640.0, + 971840.0, + 974880.0, + 978080.0, + 981120.0, + 984320.0, + 987360.0, + 990560.0, + 993600.0, + 996800.0, + 1000000.0, + 1003040.0, + 1006240.0, + 1009280.0, + 1012480.0, + 1015520.0, + 1018720.0, + 1021760.0, + 1024960.0, + 1028000.0, + 1031200.0, + 1034240.0, + 1037440.0, + 1040480.0, + 1043680.0, + 1046720.0, + 1049920.0, + 1053120.0, + 1056160.0, + 1059360.0, + 1062400.0, + 1065600.0, + 1068640.0, + 1071840.0, + 1074880.0, + 1078080.0, + 1081120.0, + 1084320.0, + 1087360.0, + 1090560.0, + 1093600.0, + 1096800.0, + 1100000.0, + 1103040.0, + 1106240.0, + 1109280.0, + 1112480.0, + 1115520.0, + 1118720.0, + 1121760.0, + 1124960.0, + 1128000.0, + 1131200.0, + 1134240.0, + 1137440.0, + 1140480.0, + 1143680.0, + 1146720.0, + 1149920.0, + 1153120.0, + 1156160.0, + 1159360.0, + 1162400.0, + 1165600.0, + 1168640.0, + 1171840.0, + 1174880.0, + 1178080.0, + 1181120.0, + 1184320.0, + 1187360.0, + 1190560.0, + 1193600.0, + 1196800.0, + 1200000.0, + 1203040.0, + 1206240.0, + 1209280.0, + 1212480.0, + 1215520.0, + 1218720.0, + 1221760.0, + 1224960.0, + 1228000.0, + 1231200.0, + 1234240.0, + 1237440.0, + 1240480.0, + 1243680.0, + 1246720.0, + 1249920.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_df_eval.csv b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..24621a251a8f6de2c4934747793f147e5606a418 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_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 +45.99,45.99,0.21060339,454.54544,10000.0,22.0,625.0,,3040.0,0.00056861376,0.4,-0.1832606 +55.29,50.64,-0.014709087,487.80487,20000.0,41.0,1250.0,,6240.0,0.00056715455,0.4,1.3976539 +97.39,66.223335,0.004906849,508.47458,30000.0,59.0,1875.0,,9280.0,0.00056576834,0.4,1.6773179 +150.32,87.2475,0.0014087305,506.3291,40000.0,79.0,2500.0,,12480.0,0.0005643091,0.4,1.5017593 +163.39,102.476,0.0075173997,515.4639,50000.0,97.0,3125.0,,15520.0,0.00056292285,0.4,1.445966 +237.05,124.905,-0.0010303706,517.2414,60000.0,116.0,3750.0,,18720.0,0.0005614637,0.4,0.51728535 +286.51,147.99142,0.03952197,518.5185,70000.0,135.0,4375.0,,21760.0,0.00056007743,0.4,-0.28623265 +364.4,175.04251,-0.0022924698,519.4805,80000.0,154.0,5000.0,,24960.0,0.0005586182,0.4,-0.40911007 +499.69,211.11444,-0.009642289,523.2558,90000.0,172.0,5625.0,,28000.0,0.000557232,0.4,0.91231096 +534.86,243.48901,0.07469893,520.8333,100000.0,192.0,6250.0,,31200.0,0.0005557728,0.4,0.55719626 +663.0,281.62637,0.010816439,523.8095,110000.0,210.0,6875.0,,34240.0,0.0005543866,0.4,0.57654655 +743.94,320.1525,-6.137645e-05,524.01746,120000.0,229.0,7500.0,,37440.0,0.0005529274,0.4,0.24071482 +810.79,357.89386,0.011164319,526.3158,130000.0,247.0,8125.0,,40480.0,0.0005515411,0.4,-0.13893357 +872.15,394.62643,0.008663576,526.3158,140000.0,266.0,8750.0,,43680.0,0.0005500819,0.4,0.7439072 +760.79,419.03732,0.019791437,528.169,150000.0,284.0,9375.0,,46720.0,0.0005486957,0.4,0.6330633 +760.79,440.39688,0.004310302,526.3158,160000.0,304.0,10000.0,,49920.0,0.0005472365,0.4,-0.83162975 +790.16,460.9712,-0.0003796149,526.3158,170000.0,323.0,10625.0,,53120.0,0.00054577726,0.4,-0.42256522 +782.24,478.81946,-0.00063641625,527.85925,180000.0,341.0,11250.0,,56160.0,0.00054439105,0.4,-1.0528033 +777.09,494.51788,0.014590341,527.7778,190000.0,360.0,11875.0,,59360.0,0.00054293184,0.4,-1.6192029 +797.79,509.6815,-0.024701295,527.70447,200000.0,379.0,12500.0,,62400.0,0.0005415456,0.4,-2.5367568 +797.79,523.40094,0.03391043,527.6382,210000.0,398.0,13125.0,,65600.0,0.0005400864,0.4,-1.8610499 +811.33,536.48865,0.03706744,528.8461,220000.0,416.0,13750.0,,68640.0,0.00053870014,0.4,-1.934298 +670.46,542.3135,0.027916146,528.73566,230000.0,435.0,14375.0,,71840.0,0.00053724094,0.4,-0.28236425 +643.41,546.5258,0.014174986,528.63434,240000.0,454.0,15000.0,,74880.0,0.0005358547,0.4,-1.3531601 +656.48,550.924,0.014337043,528.5412,250000.0,473.0,15625.0,,78080.0,0.0005343955,0.4,-1.6408868 +656.48,554.9838,-0.0036076203,529.53156,260000.0,491.0,16250.0,,81120.0,0.0005330093,0.4,-1.818894 +656.48,558.743,0.05757475,528.37573,270000.0,511.0,16875.0,,84320.0,0.0005315501,0.4,-2.1068335 +656.48,562.2336,-0.010035262,529.30054,280000.0,529.0,17500.0,,87360.0,0.0005301638,0.4,-1.7714285 +656.48,565.4835,-0.0060095396,529.1971,290000.0,548.0,18125.0,,90560.0,0.00052870467,0.4,-2.0840254 +712.84,570.3954,-0.0070401765,529.1005,300000.0,567.0,18750.0,,93600.0,0.0005273184,0.4,-1.5758476 +795.37,577.6526,0.08364584,529.01025,310000.0,586.0,19375.0,,96800.0,0.0005258592,0.4,-2.0533724 +829.27,585.5156,0.009772322,528.9256,320000.0,605.0,20000.0,,100000.0,0.0005244,0.4,-2.4392433 +963.29,596.9633,0.0045207045,529.695,330000.0,623.0,20625.0,,103040.0,0.00052301376,0.4,-2.048465 +963.29,607.7376,-0.0042543965,528.77136,340000.0,643.0,21250.0,,106240.0,0.00052155455,0.4,-1.7945311 +692.17,610.14996,-0.020971779,529.50073,350000.0,661.0,21875.0,,109280.0,0.00052016834,0.4,-0.7432076 +692.17,612.4283,0.0045908503,529.41174,360000.0,680.0,22500.0,,112480.0,0.00051870913,0.4,-2.0414884 +692.17,614.58344,0.024515105,530.08594,370000.0,698.0,23125.0,,115520.0,0.00051732286,0.4,-2.1800354 +692.17,616.6252,-0.003024739,529.2479,380000.0,718.0,23750.0,,118720.0,0.0005158637,0.4,-2.0057898 +692.17,618.56226,0.042974494,529.8913,390000.0,736.0,24375.0,,121760.0,0.00051447743,0.4,-2.003223 +692.17,620.40247,0.009638818,529.80133,400000.0,755.0,25000.0,,124960.0,0.0005130182,0.4,-1.8411994 +692.17,622.1529,-0.028839225,529.71576,410000.0,774.0,25625.0,,128000.0,0.000511632,0.4,-2.1992362 +701.61,624.04474,-0.0006804731,529.6343,420000.0,793.0,26250.0,,131200.0,0.0005101728,0.4,-1.8828795 +830.55,628.8472,0.002692809,530.2096,430000.0,811.0,26875.0,,134240.0,0.0005087866,0.4,-1.7817674 +572.09,627.55725,0.01874182,530.1205,440000.0,830.0,27500.0,,137440.0,0.0005073274,0.4,-2.2630591 +572.09,626.32465,0.06304483,530.6604,450000.0,848.0,28125.0,,140480.0,0.0005059411,0.4,-2.6390934 +572.09,625.1456,0.029212087,530.5652,460000.0,867.0,28750.0,,143680.0,0.0005044819,0.4,-2.0281565 +464.85,621.7351,0.06771226,530.47406,470000.0,886.0,29375.0,,146720.0,0.0005030957,0.4,-2.9773874 +397.56,617.06476,0.009240518,530.3867,480000.0,905.0,30000.0,,149920.0,0.0005016365,0.4,-1.0796885 +475.24,614.1704,0.011928424,530.30304,490000.0,924.0,30625.0,,153120.0,0.00050017727,0.4,-1.72124 +560.85,613.104,0.008410586,530.7856,500000.0,942.0,31250.0,,156160.0,0.00049879105,0.4,-2.0299299 +608.15,613.00684,-0.011662612,530.1455,510000.0,962.0,31875.0,,159360.0,0.00049733184,0.4,-2.1885238 +608.15,612.91345,0.01572456,530.61224,520000.0,980.0,32500.0,,162400.0,0.0004959456,0.4,-2.4519644 +645.67,613.5315,0.003489606,530.5305,530000.0,999.0,33125.0,,165600.0,0.0004944864,0.4,-1.9666044 +715.39,615.4177,0.027978202,530.97345,540000.0,1017.0,33750.0,,168640.0,0.00049310015,0.4,-1.4079839 +728.76,617.4786,-0.004459843,530.3761,550000.0,1037.0,34375.0,,171840.0,0.00049164094,0.4,-1.6764946 +783.51,620.44336,0.04341143,531.3093,560000.0,1054.0,35000.0,,174880.0,0.0004902547,0.4,-2.4551296 +26.62,610.02545,0.07958286,531.2209,570000.0,1073.0,35625.0,,178080.0,0.0004887955,0.4,0.6286386 +64.48,600.6195,-0.0053371885,531.13556,580000.0,1092.0,36250.0,,181120.0,0.00048740927,0.4,3.4189386 +158.41,593.1244,-0.0066923634,531.0531,590000.0,1111.0,36875.0,,184320.0,0.0004859501,0.4,3.4189386 +265.09,587.65717,-0.0023655307,531.4437,600000.0,1129.0,37500.0,,187360.0,0.00048456385,0.4,3.4189386 +325.53,583.36,-0.0034122232,530.8964,610000.0,1149.0,38125.0,,190560.0,0.00048310464,0.4,3.4189386 +441.86,581.07776,-0.004723708,531.2768,620000.0,1167.0,38750.0,,193600.0,0.0004817184,0.4,3.4189386 +539.94,580.4248,0.00018431435,531.1973,630000.0,1186.0,39375.0,,196800.0,0.0004802592,0.4,3.4189386 +643.58,581.4115,-0.00508066,531.12036,640000.0,1205.0,40000.0,,200000.0,0.0004788,0.4,3.4189386 +740.96,583.8661,0.0010233982,531.0458,650000.0,1224.0,40625.0,,203040.0,0.00047741376,0.4,3.4189386 +731.38,586.10114,-0.011290996,530.97345,660000.0,1243.0,41250.0,,206240.0,0.00047595456,0.4,3.4189386 +715.95,588.0392,-0.028169477,531.32434,670000.0,1261.0,41875.0,,209280.0,0.0004745683,0.4,3.4189386 +705.34,589.76416,-0.016824096,531.25,680000.0,1280.0,42500.0,,212480.0,0.00047310913,0.4,3.4189386 +693.96,591.2743,-0.022763025,531.17786,690000.0,1299.0,43125.0,,215520.0,0.0004717229,0.4,3.4189386 +689.6,592.67896,-0.0123631945,531.1077,700000.0,1318.0,43750.0,,218720.0,0.00047026368,0.4,3.4189386 +744.55,594.818,-0.0063036396,531.43713,710000.0,1336.0,44375.0,,221760.0,0.00046887744,0.4,3.4189386 +770.16,597.25336,-0.009247407,530.97345,720000.0,1356.0,45000.0,,224960.0,0.00046741823,0.4,3.4189386 +820.65,600.3136,-0.0046027373,531.2955,730000.0,1374.0,45625.0,,228000.0,0.000466032,0.4,3.4189386 +836.93,603.5111,-0.008747473,531.22754,740000.0,1393.0,46250.0,,231200.0,0.0004645728,0.4,3.4189386 +854.9,606.8629,-0.009356564,531.5379,750000.0,1411.0,46875.0,,234240.0,0.00046318656,0.4,3.4189386 +839.22,609.9202,-0.0065514306,531.4685,760000.0,1430.0,47500.0,,237440.0,0.00046172735,0.4,3.4189386 +863.57,613.2144,-0.016040446,531.40094,770000.0,1449.0,48125.0,,240480.0,0.0004603411,0.4,3.4189386 +879.88,616.6332,-0.014132353,531.33514,780000.0,1468.0,48750.0,,243680.0,0.00045888193,0.4,3.4189386 +896.37,620.17413,-0.020732628,531.271,790000.0,1487.0,49375.0,,246720.0,0.00045749568,0.4,3.4189386 +795.33,622.36365,0.0042441934,531.2085,800000.0,1506.0,50000.0,,249920.0,0.00045603648,0.4,3.4189386 +693.17,623.2378,-0.007990063,531.1475,810000.0,1525.0,50625.0,,253120.0,0.00045457727,0.4,3.4189386 +624.05,623.24774,-0.016970167,531.43225,820000.0,1543.0,51250.0,,256160.0,0.00045319105,0.4,3.4189386 +624.05,623.2574,-0.020803241,531.37006,830000.0,1562.0,51875.0,,259360.0,0.00045173184,0.4,3.4189386 +639.37,623.4492,-0.0039863605,531.64557,840000.0,1580.0,52500.0,,262400.0,0.0004503456,0.4,3.4189386 +623.19,623.44617,-0.01980803,531.25,850000.0,1600.0,53125.0,,265600.0,0.0004488864,0.4,3.4189386 +589.1,623.0468,-0.022513216,531.5204,860000.0,1618.0,53750.0,,268640.0,0.00044750015,0.4,3.4189386 +583.66,622.5941,-0.015859107,531.45996,870000.0,1637.0,54375.0,,271840.0,0.00044604097,0.4,3.4189386 +595.92,622.29095,-0.009442429,531.72205,880000.0,1655.0,55000.0,,274880.0,0.00044465472,0.4,3.4189386 +576.17,621.7727,-0.0051774993,531.34326,890000.0,1675.0,55625.0,,278080.0,0.00044319552,0.4,3.4189386 +517.9,620.6186,-0.007883287,531.6007,900000.0,1693.0,56250.0,,281120.0,0.00044180927,0.4,3.4189386 +519.37,619.506,-0.002405451,531.54205,910000.0,1712.0,56875.0,,284320.0,0.0004403501,0.4,3.2653017 +515.57,618.3762,-0.0026470518,531.4847,920000.0,1731.0,57500.0,,287360.0,0.00043896385,0.4,3.4189386 +537.52,617.5068,-0.019021483,531.4286,930000.0,1750.0,58125.0,,290560.0,0.00043750464,0.4,3.4189386 +597.96,617.2989,-0.013066913,531.6742,940000.0,1768.0,58750.0,,293600.0,0.0004361184,0.4,3.4189386 +635.92,617.4949,-0.008263691,531.61725,950000.0,1787.0,59375.0,,296800.0,0.0004346592,0.4,3.4189386 +649.38,617.82697,-0.018852806,531.56146,960000.0,1806.0,60000.0,,300000.0,0.0004332,0.4,3.4189386 +699.85,618.67255,-0.020499632,531.7982,970000.0,1824.0,60625.0,,303040.0,0.00043181377,0.4,3.4189386 +737.96,619.8898,-0.011746633,531.7417,980000.0,1843.0,61250.0,,306240.0,0.00043035456,0.4,3.4189386 +803.8,621.7475,-0.02135324,531.68634,990000.0,1862.0,61875.0,,309280.0,0.0004289683,0.4,3.4189386 +854.08,624.0708,-0.002147511,531.6321,1000000.0,1881.0,62500.0,,312480.0,0.00042750913,0.4,3.4189386 +915.89,632.7698,0.0008027611,531.8589,1010000.0,1899.0,63125.0,,315520.0,0.0004261229,0.4,3.3839397 +956.8,641.7849,-0.0007496724,531.52686,1020000.0,1919.0,63750.0,,318720.0,0.00042466368,0.4,3.4189386 +967.91,650.49005,-0.012330473,531.7501,1030000.0,1937.0,64375.0,,321760.0,0.00042327744,0.4,3.4189386 +973.35,658.7204,-0.014155867,531.6973,1040000.0,1956.0,65000.0,,324960.0,0.00042181823,0.4,3.4189386 +923.66,666.32306,-0.014361033,531.9149,1050000.0,1974.0,65625.0,,328000.0,0.000420432,0.4,3.4189386 +900.87,672.96124,0.0030902007,531.8615,1060000.0,1993.0,66250.0,,331200.0,0.0004189728,0.4,3.4189386 +882.58,678.92194,-0.012324338,532.0736,1070000.0,2011.0,66875.0,,334240.0,0.00041758656,0.4,3.4189386 +875.91,684.0369,-0.020669129,532.0197,1080000.0,2030.0,67500.0,,337440.0,0.00041612735,0.4,3.4189386 +852.35,687.5636,-0.018856933,531.9668,1090000.0,2049.0,68125.0,,340480.0,0.0004147411,0.4,3.4189386 +850.37,690.71875,-0.019162646,531.9149,1100000.0,2068.0,68750.0,,343680.0,0.00041328193,0.4,3.4189386 +844.42,692.53296,-0.0055192388,532.1189,1110000.0,2086.0,69375.0,,346720.0,0.0004118957,0.4,3.4189386 +848.55,693.57904,-0.026106218,532.0665,1120000.0,2105.0,70000.0,,349920.0,0.00041043648,0.4,3.4189386 +850.95,693.9807,-0.022891149,531.7647,1130000.0,2125.0,70625.0,,353120.0,0.00040897727,0.4,3.4189386 +875.0,694.0092,-0.018682705,532.2129,1140000.0,2142.0,71250.0,,356160.0,0.00040759103,0.4,3.4189386 +860.24,695.0037,0.0012288863,532.161,1150000.0,2161.0,71875.0,,359360.0,0.00040613185,0.4,3.4189386 +828.84,695.6843,-0.004405152,532.1101,1160000.0,2180.0,72500.0,,362400.0,0.0004047456,0.4,3.4189386 +816.34,695.9461,-0.022893976,532.06,1170000.0,2199.0,73125.0,,365600.0,0.0004032864,0.4,3.4189386 +828.87,696.41235,-0.01931564,532.2508,1180000.0,2217.0,73750.0,,368640.0,0.00040190015,0.4,3.4189386 +831.34,696.9549,-0.019353626,532.2004,1190000.0,2236.0,74375.0,,371840.0,0.00040044097,0.4,3.2854962 +823.17,697.2087,-0.023430636,532.15076,1200000.0,2255.0,75000.0,,374880.0,0.00039905473,0.4,3.4189386 +823.98,697.47046,-0.017170891,532.10205,1210000.0,2274.0,75625.0,,378080.0,0.00039759552,0.4,3.0805817 +840.54,697.7626,-0.0037829522,532.2862,1220000.0,2292.0,76250.0,,381120.0,0.00039620927,0.4,2.875008 +857.74,699.6354,-0.026071671,532.0069,1230000.0,2312.0,76875.0,,384320.0,0.00039475007,0.4,3.4189386 +891.96,702.12085,-0.028614698,532.18884,1240000.0,2330.0,77500.0,,387360.0,0.00039336385,0.4,3.3732738 +922.25,704.7787,-0.017086478,532.14136,1250000.0,2349.0,78125.0,,390560.0,0.00039190464,0.4,3.3178892 +956.19,707.7757,-0.012042165,532.3194,1260000.0,2367.0,78750.0,,393600.0,0.0003905184,0.4,3.415132 +976.32,710.97406,-0.014220982,532.2716,1270000.0,2386.0,79375.0,,396800.0,0.0003890592,0.4,3.4189386 +976.32,714.1725,-0.025601035,532.22455,1280000.0,2405.0,80000.0,,400000.0,0.0003876,0.4,3.4189386 +981.87,717.42633,-0.01765046,532.3978,1290000.0,2423.0,80625.0,,403040.0,0.00038621377,0.4,3.4189386 +983.62,720.13416,-0.042287767,532.1326,1300000.0,2443.0,81250.0,,406240.0,0.00038475456,0.4,3.4189386 +985.15,722.032,-0.021446737,532.30396,1310000.0,2461.0,81875.0,,409280.0,0.00038336831,0.4,3.4189386 +974.05,723.47974,-0.027783467,532.25806,1320000.0,2480.0,82500.0,,412480.0,0.0003819091,0.4,3.287457 +974.05,723.58734,0.0014732246,532.2129,1330000.0,2499.0,83125.0,,415520.0,0.0003805229,0.4,3.015259 +974.05,723.69495,0.010760669,532.1684,1340000.0,2518.0,83750.0,,418720.0,0.00037906368,0.4,2.7044172 +974.05,726.5137,-0.010689982,532.3344,1350000.0,2536.0,84375.0,,421760.0,0.00037767744,0.4,3.1292937 +972.7,729.3191,-0.011546848,532.2896,1360000.0,2555.0,85000.0,,424960.0,0.00037621823,0.4,3.179788 +972.7,732.1244,0.016037967,532.24554,1370000.0,2574.0,85625.0,,428000.0,0.000374832,0.4,2.6924462 +966.51,734.8679,-0.025659552,532.2021,1380000.0,2593.0,86250.0,,431200.0,0.0003733728,0.4,3.4189386 +958.11,737.52716,-0.01473908,532.3631,1390000.0,2611.0,86875.0,,434240.0,0.00037198656,0.4,3.375671 +960.7,740.2126,0.017313989,532.11707,1400000.0,2631.0,87500.0,,437440.0,0.00037052736,0.4,3.236314 +968.87,742.97955,0.01661887,532.2763,1410000.0,2649.0,88125.0,,440480.0,0.0003691411,0.4,2.513228 +951.14,745.47485,-0.008289861,532.2339,1420000.0,2668.0,88750.0,,443680.0,0.00036768193,0.4,3.413785 +951.14,746.6807,-0.004054749,532.192,1430000.0,2687.0,89375.0,,446720.0,0.0003662957,0.4,3.3425517 +943.85,750.39825,-0.016925111,532.15076,1440000.0,2706.0,90000.0,,449920.0,0.00036483648,0.4,3.3986912 +918.63,753.8638,-0.014414484,532.1101,1450000.0,2725.0,90625.0,,453120.0,0.00036337727,0.4,3.2670593 +918.63,757.32916,0.010313849,532.2639,1460000.0,2743.0,91250.0,,456160.0,0.00036199103,0.4,3.219824 +924.82,761.9289,-0.0035316125,532.0304,1470000.0,2763.0,91875.0,,459360.0,0.00036053185,0.4,3.160039 +928.91,767.24225,0.007952935,532.3741,1480000.0,2780.0,92500.0,,462400.0,0.0003591456,0.4,3.3055277 +898.43,771.4741,-0.01663473,532.1429,1490000.0,2800.0,93125.0,,465600.0,0.0003576864,0.4,3.233036 +856.0,774.4256,-0.02098081,532.2924,1500000.0,2818.0,93750.0,,468640.0,0.00035630015,0.4,3.2180781 +879.08,777.13495,0.002451155,532.0648,1510000.0,2838.0,94375.0,,471840.0,0.00035484097,0.4,3.1891646 +873.99,779.79346,-0.010668897,532.2129,1520000.0,2856.0,95000.0,,474880.0,0.00035345473,0.4,3.382417 +877.17,782.10834,-0.011837348,532.1739,1530000.0,2875.0,95625.0,,478080.0,0.00035199552,0.4,3.3734407 +903.74,783.99194,-0.012139369,532.13544,1540000.0,2894.0,96250.0,,481120.0,0.00035060928,0.4,3.319199 +893.92,785.6436,-0.015528428,532.2802,1550000.0,2912.0,96875.0,,484320.0,0.00034915007,0.4,3.3486307 +887.18,786.6803,-0.008279064,532.2416,1560000.0,2931.0,97500.0,,487360.0,0.00034776385,0.4,3.2483704 +887.18,795.28577,-0.011063935,532.20337,1570000.0,2950.0,98125.0,,490560.0,0.00034630465,0.4,3.342315 +928.36,803.9246,0.0003189522,532.34503,1580000.0,2968.0,98750.0,,493600.0,0.0003449184,0.4,3.3065815 +940.11,811.7416,-0.007517653,532.30664,1590000.0,2987.0,99375.0,,496800.0,0.0003434592,0.4,3.3655758 +970.79,818.7986,-0.009587036,532.0918,1600000.0,3007.0,100000.0,,500000.0,0.000342,0.4,3.391877 +979.06,825.3339,0.036251016,532.2314,1610000.0,3025.0,100625.0,,503040.0,0.00034061377,0.4,3.2136106 +965.74,830.57275,-0.037012674,532.19446,1620000.0,3044.0,101250.0,,506240.0,0.00033915456,0.4,3.2126932 +965.74,834.8308,0.02899517,532.3318,1630000.0,3062.0,101875.0,,509280.0,0.00033776832,0.4,3.2015226 +959.69,837.9918,-0.01874434,532.122,1640000.0,3082.0,102500.0,,512480.0,0.0003363091,0.4,3.2638984 +969.51,840.2773,-0.019381458,532.25806,1650000.0,3100.0,103125.0,,515520.0,0.0003349229,0.4,3.2264783 +976.25,842.72595,0.0017237229,532.22186,1660000.0,3119.0,103750.0,,518720.0,0.0003334637,0.4,3.1986463 +976.52,845.3317,-0.013366488,532.3558,1670000.0,3137.0,104375.0,,521760.0,0.00033207744,0.4,3.4097657 +976.52,848.0435,-0.010583097,532.15076,1680000.0,3157.0,105000.0,,524960.0,0.00033061823,0.4,3.4012933 +976.52,850.86914,-0.016838783,532.28345,1690000.0,3175.0,105625.0,,528000.0,0.000329232,0.4,3.4189386 +976.52,853.73834,-0.008708832,532.248,1700000.0,3194.0,106250.0,,531200.0,0.0003277728,0.4,3.3994994 +976.52,856.0581,-0.020621112,532.2129,1710000.0,3213.0,106875.0,,534240.0,0.00032638657,0.4,3.2725878 +989.31,858.24963,-0.019747786,532.1782,1720000.0,3232.0,107500.0,,537440.0,0.00032492736,0.4,3.3713655 +989.31,859.9363,-0.018381108,532.3077,1730000.0,3250.0,108125.0,,540480.0,0.0003235411,0.4,3.4189386 +995.36,861.52045,-0.010296204,532.1101,1740000.0,3270.0,108750.0,,543680.0,0.00032208193,0.4,3.4189386 +995.36,862.925,-0.011126406,532.23846,1750000.0,3288.0,109375.0,,546720.0,0.0003206957,0.4,3.4189386 +961.4,864.1468,-0.015161308,532.2044,1760000.0,3307.0,110000.0,,549920.0,0.00031923648,0.4,3.4189386 +951.65,865.0276,0.0037490763,532.1708,1770000.0,3326.0,110625.0,,553120.0,0.00031777727,0.4,3.130254 +919.51,865.4239,-0.017305601,532.1375,1780000.0,3345.0,111250.0,,556160.0,0.00031639103,0.4,3.3315837 +883.5,865.2952,-0.026571248,532.1046,1790000.0,3364.0,111875.0,,559360.0,0.00031493185,0.4,3.3678048 +868.33,866.02515,-0.011342966,532.22943,1800000.0,3382.0,112500.0,,562400.0,0.0003135456,0.4,3.4189386 +872.97,867.8232,-0.018428624,532.1964,1810000.0,3401.0,113125.0,,565600.0,0.0003120864,0.4,3.3981233 +872.97,870.31244,-0.012970151,532.16376,1820000.0,3420.0,113750.0,,568640.0,0.00031070015,0.4,3.4189386 +872.97,872.8016,-0.0021527568,532.1314,1830000.0,3439.0,114375.0,,571840.0,0.00030924095,0.4,3.2367024 +874.49,875.1529,-0.009247502,532.2534,1840000.0,3457.0,115000.0,,574880.0,0.00030785473,0.4,3.4189386 +897.69,877.8978,-0.01605461,532.0679,1850000.0,3477.0,115625.0,,578080.0,0.00030639552,0.4,3.3582807 +907.43,881.0811,-0.010070274,532.3412,1860000.0,3494.0,116250.0,,581120.0,0.00030500928,0.4,3.1754947 +939.57,884.64026,0.002589253,532.3086,1870000.0,3513.0,116875.0,,584320.0,0.00030355007,0.4,3.372413 +948.06,888.1616,-0.019270383,532.2763,1880000.0,3532.0,117500.0,,587360.0,0.00030216383,0.4,3.1611829 +975.58,892.15576,-0.0043538953,532.24445,1890000.0,3551.0,118125.0,,590560.0,0.00030070465,0.4,3.2424407 +990.75,896.8842,-0.016670046,532.362,1900000.0,3569.0,118750.0,,593600.0,0.0002993184,0.4,3.3333483 +990.75,901.59796,-0.010293334,532.33,1910000.0,3588.0,119375.0,,596800.0,0.0002978592,0.4,3.4189386 +990.75,906.3498,-0.018748617,532.15076,1920000.0,3608.0,120000.0,,600000.0,0.0002964,0.4,3.2475677 +980.95,910.7841,-0.039892323,532.26697,1930000.0,3626.0,120625.0,,603040.0,0.00029501377,0.4,3.3262167 +901.54,913.81995,-0.012699596,532.23596,1940000.0,3645.0,121250.0,,606240.0,0.00029355456,0.4,3.3304849 +897.14,916.4321,-0.017363397,532.20526,1950000.0,3664.0,121875.0,,609280.0,0.00029216832,0.4,3.3989115 +897.14,918.9098,-0.011525268,532.17487,1960000.0,3683.0,122500.0,,612480.0,0.0002907091,0.4,3.3654552 +897.14,920.88257,-0.02173389,532.2886,1970000.0,3701.0,123125.0,,615520.0,0.00028932287,0.4,3.2560143 +897.14,922.47437,-0.0019526714,532.25806,1980000.0,3720.0,123750.0,,618720.0,0.0002878637,0.4,3.254067 +897.14,923.40784,-0.009774444,532.22784,1990000.0,3739.0,124375.0,,621760.0,0.00028647744,0.4,3.2062624 +888.49,923.75195,-0.025010744,532.198,2000000.0,3758.0,125000.0,,624960.0,0.00028501824,0.4,3.222516 +878.67,923.37976,0.0063773864,532.3093,2010000.0,3776.0,125625.0,,628000.0,0.000283632,0.4,3.1496496 +888.47,922.6965,0.02882717,532.2793,2020000.0,3795.0,126250.0,,631200.0,0.0002821728,0.4,3.350333 +947.33,922.49054,-0.0033869115,532.3892,2030000.0,3813.0,126875.0,,634240.0,0.00028078657,0.4,3.3882227 +967.92,922.4363,0.03923519,532.3591,2040000.0,3832.0,127500.0,,637440.0,0.00027932736,0.4,2.6548407 +981.53,923.015,-0.0063970545,532.3293,2050000.0,3851.0,128125.0,,640480.0,0.00027794112,0.4,3.1652994 +980.95,923.8158,-0.00913651,532.29974,2060000.0,3870.0,128750.0,,643680.0,0.0002764819,0.4,3.3463502 +980.95,924.79956,0.0013456205,532.4074,2070000.0,3888.0,129375.0,,646720.0,0.0002750957,0.4,2.9609606 +980.95,925.85,0.0018935086,532.3778,2080000.0,3907.0,130000.0,,649920.0,0.00027363648,0.4,3.182086 +959.6,926.9225,0.0011359289,532.2129,2090000.0,3927.0,130625.0,,653120.0,0.00027217728,0.4,3.3293877 +960.21,928.02094,-0.008742282,532.45435,2100000.0,3944.0,131250.0,,656160.0,0.00027079103,0.4,3.4100595 +949.83,929.07495,0.01248825,532.2906,2110000.0,3964.0,131875.0,,659360.0,0.00026933185,0.4,3.0304708 +944.45,930.034,0.0125248,532.39575,2120000.0,3982.0,132500.0,,662400.0,0.0002679456,0.4,3.300731 +925.73,930.78174,0.00978304,532.3669,2130000.0,4001.0,133125.0,,665600.0,0.0002664864,0.4,3.1844678 +925.73,931.289,0.015791245,532.47076,2140000.0,4019.0,133750.0,,668640.0,0.00026510016,0.4,2.6674612 +926.31,931.9497,0.026778588,532.31,2150000.0,4039.0,134375.0,,671840.0,0.00026364095,0.4,3.1857243 +918.5,932.84625,-0.014608431,532.4131,2160000.0,4057.0,135000.0,,674880.0,0.00026225473,0.4,3.4045572 +918.5,933.8679,-0.0052743973,532.3847,2170000.0,4076.0,135625.0,,678080.0,0.00026079552,0.4,3.4189386 +926.47,934.84393,-0.015384938,532.4866,2180000.0,4094.0,136250.0,,681120.0,0.00025940928,0.4,3.4189386 +944.68,935.9773,-0.02363184,532.3286,2190000.0,4114.0,136875.0,,684320.0,0.00025795007,0.4,3.4038634 +934.09,937.0865,0.01199287,532.4298,2200000.0,4132.0,137500.0,,687360.0,0.00025656383,0.4,3.1419518 +939.49,938.2416,0.04562254,532.40186,2210000.0,4151.0,138125.0,,690560.0,0.00025510465,0.4,3.12558 +943.57,939.272,0.0040605017,532.3741,2220000.0,4170.0,138750.0,,693600.0,0.0002537184,0.4,2.8707423 +958.21,940.2766,-0.0187898,532.3466,2230000.0,4189.0,139375.0,,696800.0,0.0002522592,0.4,3.3742998 +958.21,940.93915,-0.023218896,532.3194,2240000.0,4208.0,140000.0,,700000.0,0.0002508,0.4,3.3106685 +962.72,941.3438,-0.0091447,532.41833,2250000.0,4226.0,140625.0,,703040.0,0.00024941377,0.4,3.4189386 +966.02,941.44214,-0.018343637,532.2657,2260000.0,4246.0,141250.0,,706240.0,0.00024795457,0.4,3.4189386 +961.6,941.2949,0.0030969006,532.36395,2270000.0,4264.0,141875.0,,709280.0,0.00024656832,0.4,2.920156 +906.65,940.5982,-0.022312392,532.33716,2280000.0,4283.0,142500.0,,712480.0,0.0002451091,0.4,3.3057418 +798.98,938.7693,-0.013470975,532.31055,2290000.0,4302.0,143125.0,,715520.0,0.00024372288,0.4,3.4052207 +763.14,936.56445,-0.02492673,532.4074,2300000.0,4320.0,143750.0,,718720.0,0.00024226368,0.4,3.3416672 +699.59,933.7089,0.003846353,532.38074,2310000.0,4339.0,144375.0,,721760.0,0.00024087745,0.4,3.3440373 +692.9,930.89734,-0.0010083814,532.3543,2320000.0,4358.0,145000.0,,724960.0,0.00023941824,0.4,3.1040142 +677.19,927.92883,-0.0151233645,532.32806,2330000.0,4377.0,145625.0,,728000.0,0.000238032,0.4,3.4189386 +681.61,925.00446,-0.020177266,532.4232,2340000.0,4395.0,146250.0,,731200.0,0.0002365728,0.4,3.4189386 +712.75,922.39136,-0.008129834,532.3969,2350000.0,4414.0,146875.0,,734240.0,0.00023518656,0.4,3.259 +752.31,920.1875,0.045356754,532.37085,2360000.0,4433.0,147500.0,,737440.0,0.00023372736,0.4,2.5713491 +799.45,918.455,0.012559454,532.4646,2370000.0,4451.0,148125.0,,740480.0,0.00023234112,0.4,3.07108 +859.68,917.3868,-0.023843681,532.4385,2380000.0,4470.0,148750.0,,743680.0,0.00023088192,0.4,3.0770063 +891.1,916.71674,-0.0183989,532.41254,2390000.0,4489.0,149375.0,,746720.0,0.00022949568,0.4,3.3000093 +905.69,916.16656,-0.003960691,532.38684,2400000.0,4508.0,150000.0,,749920.0,0.00022803649,0.4,3.3081732 +951.97,915.9975,-0.009988979,532.3614,2410000.0,4527.0,150625.0,,753120.0,0.00022657728,0.4,3.245688 +942.91,915.91516,-0.023508728,532.45325,2420000.0,4545.0,151250.0,,756160.0,0.00022519103,0.4,3.2881026 +950.56,915.90936,-0.028962204,532.31104,2430000.0,4565.0,151875.0,,759360.0,0.00022373184,0.4,3.0866733 +959.55,916.0664,0.0009064795,532.40234,2440000.0,4583.0,152500.0,,762400.0,0.0002223456,0.4,3.0046787 +955.05,916.43054,0.0090432195,532.3772,2450000.0,4602.0,153125.0,,765600.0,0.0002208864,0.4,3.2735994 +957.03,916.81464,-0.0019390312,532.3523,2460000.0,4621.0,153750.0,,768640.0,0.00021950016,0.4,3.307818 +953.6,917.10236,-0.0041593025,532.3276,2470000.0,4640.0,154375.0,,771840.0,0.00021804096,0.4,3.4189386 +947.5,917.2883,-0.015165487,532.41736,2480000.0,4658.0,155000.0,,774880.0,0.00021665472,0.4,3.4063585 +956.87,917.8727,-0.006264875,532.3926,2490000.0,4677.0,155625.0,,778080.0,0.00021519553,0.4,3.1221256 +956.87,918.8814,3.2452634e-05,532.368,2500000.0,4696.0,156250.0,,781120.0,0.00021380928,0.4,3.2476523 +956.87,919.65924,0.0011523416,532.34357,2510000.0,4715.0,156875.0,,784320.0,0.00021235007,0.4,3.4170556 +966.83,920.5876,-0.018728564,532.4319,2520000.0,4733.0,157500.0,,787360.0,0.00021096384,0.4,3.350938 +973.99,921.55585,-0.013856945,532.4074,2530000.0,4752.0,158125.0,,790560.0,0.00020950464,0.4,3.4189386 +973.99,922.2584,-0.00095527276,532.49475,2540000.0,4770.0,158750.0,,793600.0,0.0002081184,0.4,3.3553503 +981.4,923.1332,0.0054930057,532.4702,2550000.0,4789.0,159375.0,,796800.0,0.0002066592,0.4,3.1113324 +981.4,924.0754,-0.01903695,532.3352,2560000.0,4809.0,160000.0,,800000.0,0.0002052,0.4,3.3516064 +993.9,925.14264,-0.011273064,532.4218,2570000.0,4827.0,160625.0,,803040.0,0.00020381376,0.4,3.4189386 +1000.0,925.859,-0.011826621,532.3978,2580000.0,4846.0,161250.0,,806240.0,0.00020235455,0.4,3.2510753 +1000.0,926.45795,-0.0075620203,532.4836,2590000.0,4864.0,161875.0,,809280.0,0.00020096832,0.4,3.1903539 +1000.0,926.75,-0.005401364,532.3505,2600000.0,4884.0,162500.0,,812480.0,0.00019950912,0.4,3.2121534 +1000.0,926.9595,-0.01032477,532.4357,2610000.0,4902.0,163125.0,,815520.0,0.00019812289,0.4,3.3493114 +1000.0,927.302,-0.018227423,532.4121,2620000.0,4921.0,163750.0,,818720.0,0.00019666368,0.4,3.4189386 +1000.0,927.6447,-0.005883673,532.49646,2630000.0,4939.0,164375.0,,821760.0,0.00019527743,0.4,3.0454817 +1000.0,928.04767,-0.02275399,532.4728,2640000.0,4958.0,165000.0,,824960.0,0.00019381824,0.4,3.4189386 +998.66,928.33923,-0.0024923093,532.4493,2650000.0,4977.0,165625.0,,828000.0,0.000192432,0.4,3.3810103 +995.2,928.52875,0.01813445,532.42596,2660000.0,4996.0,166250.0,,831200.0,0.0001909728,0.4,3.3140073 +986.65,928.63,-0.00195871,532.4028,2670000.0,5015.0,166875.0,,834240.0,0.00018958656,0.4,3.1018817 +986.65,928.73126,-0.0069896826,532.4856,2680000.0,5033.0,167500.0,,837440.0,0.00018812736,0.4,2.8228161 +986.65,928.8326,0.007908756,532.5678,2690000.0,5051.0,168125.0,,840480.0,0.00018674112,0.4,3.0472436 +976.72,928.8346,-0.025282905,532.43933,2700000.0,5071.0,168750.0,,843680.0,0.00018528193,0.4,3.1438007 +953.12,928.6005,0.00901642,532.5211,2710000.0,5089.0,169375.0,,846720.0,0.00018389568,0.4,2.5883944 +953.12,928.23865,0.038005978,532.49805,2720000.0,5108.0,170000.0,,849920.0,0.00018243647,0.4,2.5806012 +953.12,927.8767,0.042288274,532.47516,2730000.0,5127.0,170625.0,,853120.0,0.00018097728,0.4,3.0546403 +943.19,927.3551,0.012904516,532.4524,2740000.0,5146.0,171250.0,,856160.0,0.00017959104,0.4,2.2782733 +944.53,926.84674,0.00774787,532.4298,2750000.0,5165.0,171875.0,,859360.0,0.00017813184,0.4,2.9311337 +956.54,926.7981,-0.013267832,532.51013,2760000.0,5183.0,172500.0,,862400.0,0.0001767456,0.4,3.0873442 +942.03,926.70197,-0.00903797,532.3852,2770000.0,5203.0,173125.0,,865600.0,0.0001752864,0.4,2.7483666 +920.89,926.7159,0.009418545,532.5671,2780000.0,5220.0,173750.0,,868640.0,0.00017390016,0.4,3.3373783 +921.9,927.09985,0.006958929,532.44275,2790000.0,5240.0,174375.0,,871840.0,0.00017244097,0.4,2.7001448 +927.78,927.6943,-0.008747069,532.52185,2800000.0,5258.0,175000.0,,874880.0,0.00017105472,0.4,2.8973894 +935.76,928.3222,-0.00806701,532.3986,2810000.0,5278.0,175625.0,,878080.0,0.00016959551,0.4,2.7697127 +935.76,928.9501,0.014732304,532.47736,2820000.0,5296.0,176250.0,,881120.0,0.00016820928,0.4,2.3419466 +935.76,929.57794,0.013751492,532.4553,2830000.0,5315.0,176875.0,,884320.0,0.00016675008,0.4,2.7009637 +926.61,930.0991,0.02085768,532.4335,2840000.0,5334.0,177500.0,,887360.0,0.00016536385,0.4,2.8096695 +918.56,930.30786,0.05009073,532.5112,2850000.0,5352.0,178125.0,,890560.0,0.00016390464,0.4,1.9531734 +921.87,930.45233,0.029596848,532.4893,2860000.0,5371.0,178750.0,,893600.0,0.0001625184,0.4,2.2292163 +945.6,930.5126,0.029307786,532.4675,2870000.0,5390.0,179375.0,,896800.0,0.0001610592,0.4,2.2199342 +954.52,930.5773,0.027545357,532.34753,2880000.0,5410.0,180000.0,,900000.0,0.0001596,0.4,2.0313902 +954.52,930.36664,0.0040598703,532.42444,2890000.0,5428.0,180625.0,,903040.0,0.00015821376,0.4,1.8432646 +964.26,930.1018,0.006642572,532.40314,2900000.0,5447.0,181250.0,,906240.0,0.00015675456,0.4,2.1841683 +964.26,929.8368,0.059090264,532.382,2910000.0,5466.0,181875.0,,909280.0,0.00015536833,0.4,2.057208 +964.26,929.5719,0.034160074,532.45807,2920000.0,5484.0,182500.0,,912480.0,0.00015390912,0.4,2.7259822 +974.33,929.5056,0.07948026,532.5336,2930000.0,5502.0,183125.0,,915520.0,0.00015252289,0.4,2.3403344 +979.93,930.28955,0.025498752,532.4158,2940000.0,5522.0,183750.0,,918720.0,0.00015106368,0.4,2.415462 +987.98,931.1979,0.018789487,532.49097,2950000.0,5540.0,184375.0,,921760.0,0.00014967743,0.4,2.3699079 +996.59,932.1925,0.042001516,532.46985,2960000.0,5559.0,185000.0,,924960.0,0.00014821824,0.4,2.440886 +996.59,933.187,0.065828584,532.4489,2970000.0,5578.0,185625.0,,928000.0,0.000146832,0.4,2.252952 +996.59,934.1816,0.068558015,532.4281,2980000.0,5597.0,186250.0,,931200.0,0.0001453728,0.4,1.9625416 +996.59,935.1761,0.032585,532.5022,2990000.0,5615.0,186875.0,,934240.0,0.00014398656,0.4,2.0032175 +996.59,936.2572,0.03711857,532.4814,3000000.0,5634.0,187500.0,,937440.0,0.00014252737,0.4,2.0489736 +996.59,937.43634,0.04492532,532.46063,3010000.0,5653.0,188125.0,,940480.0,0.00014114112,0.4,1.7779595 +996.59,938.5175,0.0107723875,532.53394,3020000.0,5671.0,188750.0,,943680.0,0.00013968191,0.4,1.8494225 +986.98,938.914,0.01905216,532.5132,3030000.0,5690.0,189375.0,,946720.0,0.00013829568,0.4,1.9321268 +969.09,938.9257,0.007640691,532.49255,3040000.0,5709.0,190000.0,,949920.0,0.00013683648,0.4,2.771507 +960.18,938.7121,0.00083833514,532.47205,3050000.0,5728.0,190625.0,,953120.0,0.00013537728,0.4,2.4287567 +954.2,938.4445,0.00010059234,532.5444,3060000.0,5746.0,191250.0,,956160.0,0.00013399104,0.4,2.7825537 +954.2,938.1771,0.028555965,532.52386,3070000.0,5765.0,191875.0,,959360.0,0.00013253184,0.4,1.4303383 +954.2,937.9096,0.105858736,532.5035,3080000.0,5784.0,192500.0,,962400.0,0.0001311456,0.4,0.5667707 +954.2,937.8557,0.0517299,532.4832,3090000.0,5803.0,193125.0,,965600.0,0.0001296864,0.4,1.0768472 +954.2,937.79565,0.047496226,532.55457,3100000.0,5821.0,193750.0,,968640.0,0.00012830016,0.4,1.4751524 +954.2,937.8393,0.025478369,532.53424,3110000.0,5840.0,194375.0,,971840.0,0.00012684095,0.4,1.7800426 +954.2,937.93677,0.03419294,532.5141,3120000.0,5859.0,195000.0,,974880.0,0.00012545472,0.4,1.5664511 +963.81,938.3176,0.05247587,532.494,3130000.0,5878.0,195625.0,,978080.0,0.00012399552,0.4,1.8401303 +994.02,939.00055,-0.005242797,532.56445,3140000.0,5896.0,196250.0,,981120.0,0.00012260929,0.4,2.4813955 +994.02,939.6777,0.026857933,532.45435,3150000.0,5916.0,196875.0,,984320.0,0.00012115008,0.4,1.6087842 +992.62,940.41876,0.019719375,532.5244,3160000.0,5934.0,197500.0,,987360.0,0.00011976384,0.4,2.2867234 +988.01,941.1138,-0.02713792,532.50464,3170000.0,5953.0,198125.0,,990560.0,0.00011830464,0.4,1.8052385 +975.64,941.6055,-0.0047368384,532.5741,3180000.0,5971.0,198750.0,,993600.0,0.0001169184,0.4,1.7766764 +974.93,941.90796,-0.011933602,532.55426,3190000.0,5990.0,199375.0,,996800.0,0.0001154592,0.4,2.3749356 +967.06,942.2377,0.033986446,532.53455,3200000.0,6009.0,200000.0,,1000000.0,0.000114,0.4,1.139247 +967.06,942.5134,0.04673929,532.51495,3210000.0,6028.0,200625.0,,1003040.0,0.00011261376,0.4,1.76209 +943.8,942.5157,-0.012150766,532.4954,3220000.0,6047.0,201250.0,,1006240.0,0.00011115456,0.4,1.6856515 +938.52,942.31885,0.040315595,532.5639,3230000.0,6065.0,201875.0,,1009280.0,0.00010976832,0.4,1.6190271 +931.42,942.05096,0.07707339,532.5444,3240000.0,6084.0,202500.0,,1012480.0,0.00010830912,0.4,1.8652612 +931.42,941.7379,0.04255451,532.52496,3250000.0,6103.0,203125.0,,1015520.0,0.00010692288,0.4,1.3211607 +941.52,941.493,0.050287396,532.50574,3260000.0,6122.0,203750.0,,1018720.0,0.00010546368,0.4,1.158983 +943.41,941.31104,0.00784327,532.5733,3270000.0,6140.0,204375.0,,1021760.0,0.00010407744,0.4,1.633862 +936.83,941.61273,0.016479334,532.554,3280000.0,6159.0,205000.0,,1024960.0,0.00010261824,0.4,2.2264879 +936.83,942.99115,0.02893962,532.5348,3290000.0,6178.0,205625.0,,1028000.0,0.000101232,0.4,1.4633205 +944.7,944.8069,0.022782816,532.51575,3300000.0,6197.0,206250.0,,1031200.0,9.97728e-05,0.4,0.64322907 +944.7,947.258,0.04437736,532.58246,3310000.0,6215.0,206875.0,,1034240.0,9.838656e-05,0.4,0.9778378 +973.24,950.06146,0.06287529,532.47797,3320000.0,6235.0,207500.0,,1037440.0,9.692736e-05,0.4,0.8851638 +973.24,953.02203,0.06859528,532.6296,3330000.0,6252.0,208125.0,,1040480.0,9.554112e-05,0.4,0.7908076 +980.34,956.0093,0.069976896,532.6104,3340000.0,6271.0,208750.0,,1043680.0,9.408192e-05,0.4,0.36010128 +980.34,958.68524,0.05387048,532.59143,3350000.0,6290.0,209375.0,,1046720.0,9.269568e-05,0.4,0.6398964 +980.34,960.9656,-0.024652816,532.4881,3360000.0,6310.0,210000.0,,1049920.0,9.123648e-05,0.4,0.6791539 +980.59,962.777,0.051575173,532.4696,3370000.0,6329.0,210625.0,,1053120.0,8.977728e-05,0.4,0.46467263 +1000.0,964.18005,0.02100734,532.53503,3380000.0,6347.0,211250.0,,1056160.0,8.839104e-05,0.4,1.2314519 +1000.0,965.26904,-0.0059627057,532.43286,3390000.0,6367.0,211875.0,,1059360.0,8.693184e-05,0.4,1.1734891 +1000.0,966.2121,-0.023989871,532.49805,3400000.0,6385.0,212500.0,,1062400.0,8.55456e-05,0.4,1.9470137 +1000.0,966.6923,-0.010789301,532.4797,3410000.0,6404.0,213125.0,,1065600.0,8.40864e-05,0.4,1.38675 +1000.0,967.2633,-0.009245344,532.4615,3420000.0,6423.0,213750.0,,1068640.0,8.270016e-05,0.4,1.9976245 +1000.0,967.7576,0.0006791702,532.44336,3430000.0,6442.0,214375.0,,1071840.0,8.124096e-05,0.4,1.9001741 +1000.0,968.1622,0.021791313,532.50775,3440000.0,6460.0,215000.0,,1074880.0,7.985472e-05,0.4,1.2695649 +1000.0,968.6117,-0.0031503064,532.48956,3450000.0,6479.0,215625.0,,1078080.0,7.839552e-05,0.4,1.7599223 +1000.0,969.0414,0.00042835492,532.47156,3460000.0,6498.0,216250.0,,1081120.0,7.700928e-05,0.4,1.8880534 +1000.0,969.5054,-0.01223668,532.4536,3470000.0,6517.0,216875.0,,1084320.0,7.555008e-05,0.4,1.625767 +1000.0,970.0304,-0.012657823,532.5172,3480000.0,6535.0,217500.0,,1087360.0,7.416384e-05,0.4,1.8117056 +1000.0,970.46173,0.009491674,532.418,3490000.0,6555.0,218125.0,,1090560.0,7.270464e-05,0.4,1.7360153 +1000.0,970.89307,-0.025051573,532.5624,3500000.0,6572.0,218750.0,,1093600.0,7.13184e-05,0.4,1.8793814 +1000.0,971.3243,-0.00600329,532.46356,3510000.0,6592.0,219375.0,,1096800.0,6.98592e-05,0.4,1.160856 +1000.0,971.656,-0.012532386,532.4459,3520000.0,6611.0,220000.0,,1100000.0,6.84e-05,0.4,2.1051264 +1000.0,971.9161,-0.00694521,532.42834,3530000.0,6630.0,220625.0,,1103040.0,6.701376e-05,0.4,1.6516285 +1000.0,972.1763,0.009139689,532.4109,3540000.0,6649.0,221250.0,,1106240.0,6.555456e-05,0.4,1.3070893 +1000.0,972.3622,0.027010724,532.4734,3550000.0,6667.0,221875.0,,1109280.0,6.416832e-05,0.4,1.5225425 +1000.0,972.5482,-0.012276935,532.3763,3560000.0,6687.0,222500.0,,1112480.0,6.270912e-05,0.4,1.5086035 +1000.0,972.6092,0.0024188533,532.5179,3570000.0,6704.0,223125.0,,1115520.0,6.132288e-05,0.4,1.6677094 +1000.0,972.6092,-0.025050074,532.50037,3580000.0,6723.0,223750.0,,1118720.0,5.986368e-05,0.4,1.7177175 +1000.0,972.6092,-0.017312644,532.483,3590000.0,6742.0,224375.0,,1121760.0,5.847744e-05,0.4,2.005372 +1000.0,972.6092,-0.011095001,532.46564,3600000.0,6761.0,225000.0,,1124960.0,5.701824e-05,0.4,1.9257169 +1000.0,972.6092,-0.011124703,532.44836,3610000.0,6780.0,225625.0,,1128000.0,5.5632e-05,0.4,2.003534 +1000.0,972.6092,-0.0062109977,532.4312,3620000.0,6799.0,226250.0,,1131200.0,5.41728e-05,0.4,2.0402894 +1000.0,972.6092,-0.012334242,532.4142,3630000.0,6818.0,226875.0,,1134240.0,5.278656e-05,0.4,2.4853206 +1000.0,972.6092,-0.019695425,532.47516,3640000.0,6836.0,227500.0,,1137440.0,5.132736e-05,0.4,2.4106255 +1000.0,972.62256,-0.016591476,532.53577,3650000.0,6854.0,228125.0,,1140480.0,4.994112e-05,0.4,2.227802 +1000.0,972.67065,-0.018044082,532.4411,3660000.0,6874.0,228750.0,,1143680.0,4.848192e-05,0.4,1.8390107 +1000.0,972.8041,-0.0061365585,532.50146,3670000.0,6892.0,229375.0,,1146720.0,4.709568e-05,0.4,2.1087549 +1000.0,972.9377,-0.015297559,532.48444,3680000.0,6911.0,230000.0,,1149920.0,4.563648e-05,0.4,2.2395077 +1000.0,973.0711,-0.017165871,532.4675,3690000.0,6930.0,230625.0,,1153120.0,4.417728e-05,0.4,1.1034535 +1000.0,973.3039,-0.009546113,532.4507,3700000.0,6949.0,231250.0,,1156160.0,4.279104e-05,0.4,1.9582888 +995.66,973.72925,0.01895953,532.5104,3710000.0,6967.0,231875.0,,1159360.0,4.133184e-05,0.4,1.661588 +995.66,974.1546,-0.0017128738,532.4935,3720000.0,6986.0,232500.0,,1162400.0,3.99456e-05,0.4,1.8750846 +995.66,974.58,-0.01255951,532.4008,3730000.0,7006.0,233125.0,,1165600.0,3.84864e-05,0.4,1.4837245 +995.66,975.1047,-0.007414592,532.53595,3740000.0,7023.0,233750.0,,1168640.0,3.710016e-05,0.4,2.239923 +995.66,975.61597,-0.012711838,532.51917,3750000.0,7042.0,234375.0,,1171840.0,3.564096e-05,0.4,1.8457191 +995.66,976.0072,0.009938491,532.5025,3760000.0,7061.0,235000.0,,1174880.0,3.425472e-05,0.4,1.5069965 +995.66,976.54346,-0.004278725,532.4859,3770000.0,7080.0,235625.0,,1178080.0,3.279552e-05,0.4,1.4569879 +995.66,977.2912,0.006379279,532.46936,3780000.0,7099.0,236250.0,,1181120.0,3.140928e-05,0.4,1.8061552 +995.66,978.02875,-0.0020703014,532.45294,3790000.0,7118.0,236875.0,,1184320.0,2.995008e-05,0.4,1.7804297 +995.66,978.7075,0.0015340667,532.4366,3800000.0,7137.0,237500.0,,1187360.0,2.856384e-05,0.4,1.886322 +995.66,979.3066,-0.01271472,532.49475,3810000.0,7155.0,238125.0,,1190560.0,2.710464e-05,0.4,2.2435646 +1000.0,979.949,-0.010117986,532.5526,3820000.0,7173.0,238750.0,,1193600.0,2.57184e-05,0.4,1.240632 +1000.0,980.59143,0.0010374355,532.4621,3830000.0,7193.0,239375.0,,1196800.0,2.42592e-05,0.4,1.9206402 +1000.0,981.3254,-0.00884348,532.4459,3840000.0,7212.0,240000.0,,1200000.0,2.28e-05,0.4,2.3334465 +1000.0,982.13983,-0.007955245,532.5035,3850000.0,7230.0,240625.0,,1203040.0,2.141376e-05,0.4,2.3944411 +1000.0,982.9211,-0.00813388,532.4138,3860000.0,7250.0,241250.0,,1206240.0,1.995456e-05,0.4,2.0695963 +1000.0,983.46515,-0.011489552,532.3978,3870000.0,7269.0,241875.0,,1209280.0,1.856832e-05,0.4,1.9469078 +1000.0,983.9199,-0.0061439876,532.4551,3880000.0,7287.0,242500.0,,1212480.0,1.710912e-05,0.4,2.1413956 +1000.0,984.3747,-0.0031247267,532.51196,3890000.0,7305.0,243125.0,,1215520.0,1.572288e-05,0.4,1.7811419 +1000.0,984.7321,-0.0098220995,532.4232,3900000.0,7325.0,243750.0,,1218720.0,1.426368e-05,0.4,1.8358197 +1000.0,985.08954,-0.0045964094,532.4799,3910000.0,7343.0,244375.0,,1221760.0,1.287744e-05,0.4,2.5673716 +1000.0,985.4469,-0.012638916,532.464,3920000.0,7362.0,245000.0,,1224960.0,1.141824e-05,0.4,1.827374 +1000.0,985.7036,-0.008689062,532.4482,3930000.0,7381.0,245625.0,,1228000.0,1.0032e-05,0.4,2.2186036 +1000.0,985.90436,-0.014293849,532.43243,3940000.0,7400.0,246250.0,,1231200.0,8.5728e-06,0.4,2.2237713 +1000.0,986.02454,-0.010050686,532.4885,3950000.0,7418.0,246875.0,,1234240.0,7.18656e-06,0.4,2.1072137 +1000.0,986.0586,-0.0035378828,532.4728,3960000.0,7437.0,247500.0,,1237440.0,5.72736e-06,0.4,2.072055 +1000.0,986.0927,-0.00798527,532.4571,3970000.0,7456.0,248125.0,,1240480.0,4.34112e-06,0.4,2.227251 +1000.0,986.1269,-0.00072118256,532.44147,3980000.0,7475.0,248750.0,,1243680.0,2.88192e-06,0.4,2.3304892 +1000.0,986.16095,-0.0020674048,532.497,3990000.0,7493.0,249375.0,,1246720.0,1.49568e-06,0.4,2.5567641 +1000.0,986.195,-0.00018022445,532.41046,4000000.0,7513.0,250000.0,,1249920.0,3.648e-08,0.4,2.5047345 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_df_train.csv b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..24621a251a8f6de2c4934747793f147e5606a418 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_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 +45.99,45.99,0.21060339,454.54544,10000.0,22.0,625.0,,3040.0,0.00056861376,0.4,-0.1832606 +55.29,50.64,-0.014709087,487.80487,20000.0,41.0,1250.0,,6240.0,0.00056715455,0.4,1.3976539 +97.39,66.223335,0.004906849,508.47458,30000.0,59.0,1875.0,,9280.0,0.00056576834,0.4,1.6773179 +150.32,87.2475,0.0014087305,506.3291,40000.0,79.0,2500.0,,12480.0,0.0005643091,0.4,1.5017593 +163.39,102.476,0.0075173997,515.4639,50000.0,97.0,3125.0,,15520.0,0.00056292285,0.4,1.445966 +237.05,124.905,-0.0010303706,517.2414,60000.0,116.0,3750.0,,18720.0,0.0005614637,0.4,0.51728535 +286.51,147.99142,0.03952197,518.5185,70000.0,135.0,4375.0,,21760.0,0.00056007743,0.4,-0.28623265 +364.4,175.04251,-0.0022924698,519.4805,80000.0,154.0,5000.0,,24960.0,0.0005586182,0.4,-0.40911007 +499.69,211.11444,-0.009642289,523.2558,90000.0,172.0,5625.0,,28000.0,0.000557232,0.4,0.91231096 +534.86,243.48901,0.07469893,520.8333,100000.0,192.0,6250.0,,31200.0,0.0005557728,0.4,0.55719626 +663.0,281.62637,0.010816439,523.8095,110000.0,210.0,6875.0,,34240.0,0.0005543866,0.4,0.57654655 +743.94,320.1525,-6.137645e-05,524.01746,120000.0,229.0,7500.0,,37440.0,0.0005529274,0.4,0.24071482 +810.79,357.89386,0.011164319,526.3158,130000.0,247.0,8125.0,,40480.0,0.0005515411,0.4,-0.13893357 +872.15,394.62643,0.008663576,526.3158,140000.0,266.0,8750.0,,43680.0,0.0005500819,0.4,0.7439072 +760.79,419.03732,0.019791437,528.169,150000.0,284.0,9375.0,,46720.0,0.0005486957,0.4,0.6330633 +760.79,440.39688,0.004310302,526.3158,160000.0,304.0,10000.0,,49920.0,0.0005472365,0.4,-0.83162975 +790.16,460.9712,-0.0003796149,526.3158,170000.0,323.0,10625.0,,53120.0,0.00054577726,0.4,-0.42256522 +782.24,478.81946,-0.00063641625,527.85925,180000.0,341.0,11250.0,,56160.0,0.00054439105,0.4,-1.0528033 +777.09,494.51788,0.014590341,527.7778,190000.0,360.0,11875.0,,59360.0,0.00054293184,0.4,-1.6192029 +797.79,509.6815,-0.024701295,527.70447,200000.0,379.0,12500.0,,62400.0,0.0005415456,0.4,-2.5367568 +797.79,523.40094,0.03391043,527.6382,210000.0,398.0,13125.0,,65600.0,0.0005400864,0.4,-1.8610499 +811.33,536.48865,0.03706744,528.8461,220000.0,416.0,13750.0,,68640.0,0.00053870014,0.4,-1.934298 +670.46,542.3135,0.027916146,528.73566,230000.0,435.0,14375.0,,71840.0,0.00053724094,0.4,-0.28236425 +643.41,546.5258,0.014174986,528.63434,240000.0,454.0,15000.0,,74880.0,0.0005358547,0.4,-1.3531601 +656.48,550.924,0.014337043,528.5412,250000.0,473.0,15625.0,,78080.0,0.0005343955,0.4,-1.6408868 +656.48,554.9838,-0.0036076203,529.53156,260000.0,491.0,16250.0,,81120.0,0.0005330093,0.4,-1.818894 +656.48,558.743,0.05757475,528.37573,270000.0,511.0,16875.0,,84320.0,0.0005315501,0.4,-2.1068335 +656.48,562.2336,-0.010035262,529.30054,280000.0,529.0,17500.0,,87360.0,0.0005301638,0.4,-1.7714285 +656.48,565.4835,-0.0060095396,529.1971,290000.0,548.0,18125.0,,90560.0,0.00052870467,0.4,-2.0840254 +712.84,570.3954,-0.0070401765,529.1005,300000.0,567.0,18750.0,,93600.0,0.0005273184,0.4,-1.5758476 +795.37,577.6526,0.08364584,529.01025,310000.0,586.0,19375.0,,96800.0,0.0005258592,0.4,-2.0533724 +829.27,585.5156,0.009772322,528.9256,320000.0,605.0,20000.0,,100000.0,0.0005244,0.4,-2.4392433 +963.29,596.9633,0.0045207045,529.695,330000.0,623.0,20625.0,,103040.0,0.00052301376,0.4,-2.048465 +963.29,607.7376,-0.0042543965,528.77136,340000.0,643.0,21250.0,,106240.0,0.00052155455,0.4,-1.7945311 +692.17,610.14996,-0.020971779,529.50073,350000.0,661.0,21875.0,,109280.0,0.00052016834,0.4,-0.7432076 +692.17,612.4283,0.0045908503,529.41174,360000.0,680.0,22500.0,,112480.0,0.00051870913,0.4,-2.0414884 +692.17,614.58344,0.024515105,530.08594,370000.0,698.0,23125.0,,115520.0,0.00051732286,0.4,-2.1800354 +692.17,616.6252,-0.003024739,529.2479,380000.0,718.0,23750.0,,118720.0,0.0005158637,0.4,-2.0057898 +692.17,618.56226,0.042974494,529.8913,390000.0,736.0,24375.0,,121760.0,0.00051447743,0.4,-2.003223 +692.17,620.40247,0.009638818,529.80133,400000.0,755.0,25000.0,,124960.0,0.0005130182,0.4,-1.8411994 +692.17,622.1529,-0.028839225,529.71576,410000.0,774.0,25625.0,,128000.0,0.000511632,0.4,-2.1992362 +701.61,624.04474,-0.0006804731,529.6343,420000.0,793.0,26250.0,,131200.0,0.0005101728,0.4,-1.8828795 +830.55,628.8472,0.002692809,530.2096,430000.0,811.0,26875.0,,134240.0,0.0005087866,0.4,-1.7817674 +572.09,627.55725,0.01874182,530.1205,440000.0,830.0,27500.0,,137440.0,0.0005073274,0.4,-2.2630591 +572.09,626.32465,0.06304483,530.6604,450000.0,848.0,28125.0,,140480.0,0.0005059411,0.4,-2.6390934 +572.09,625.1456,0.029212087,530.5652,460000.0,867.0,28750.0,,143680.0,0.0005044819,0.4,-2.0281565 +464.85,621.7351,0.06771226,530.47406,470000.0,886.0,29375.0,,146720.0,0.0005030957,0.4,-2.9773874 +397.56,617.06476,0.009240518,530.3867,480000.0,905.0,30000.0,,149920.0,0.0005016365,0.4,-1.0796885 +475.24,614.1704,0.011928424,530.30304,490000.0,924.0,30625.0,,153120.0,0.00050017727,0.4,-1.72124 +560.85,613.104,0.008410586,530.7856,500000.0,942.0,31250.0,,156160.0,0.00049879105,0.4,-2.0299299 +608.15,613.00684,-0.011662612,530.1455,510000.0,962.0,31875.0,,159360.0,0.00049733184,0.4,-2.1885238 +608.15,612.91345,0.01572456,530.61224,520000.0,980.0,32500.0,,162400.0,0.0004959456,0.4,-2.4519644 +645.67,613.5315,0.003489606,530.5305,530000.0,999.0,33125.0,,165600.0,0.0004944864,0.4,-1.9666044 +715.39,615.4177,0.027978202,530.97345,540000.0,1017.0,33750.0,,168640.0,0.00049310015,0.4,-1.4079839 +728.76,617.4786,-0.004459843,530.3761,550000.0,1037.0,34375.0,,171840.0,0.00049164094,0.4,-1.6764946 +783.51,620.44336,0.04341143,531.3093,560000.0,1054.0,35000.0,,174880.0,0.0004902547,0.4,-2.4551296 +26.62,610.02545,0.07958286,531.2209,570000.0,1073.0,35625.0,,178080.0,0.0004887955,0.4,0.6286386 +64.48,600.6195,-0.0053371885,531.13556,580000.0,1092.0,36250.0,,181120.0,0.00048740927,0.4,3.4189386 +158.41,593.1244,-0.0066923634,531.0531,590000.0,1111.0,36875.0,,184320.0,0.0004859501,0.4,3.4189386 +265.09,587.65717,-0.0023655307,531.4437,600000.0,1129.0,37500.0,,187360.0,0.00048456385,0.4,3.4189386 +325.53,583.36,-0.0034122232,530.8964,610000.0,1149.0,38125.0,,190560.0,0.00048310464,0.4,3.4189386 +441.86,581.07776,-0.004723708,531.2768,620000.0,1167.0,38750.0,,193600.0,0.0004817184,0.4,3.4189386 +539.94,580.4248,0.00018431435,531.1973,630000.0,1186.0,39375.0,,196800.0,0.0004802592,0.4,3.4189386 +643.58,581.4115,-0.00508066,531.12036,640000.0,1205.0,40000.0,,200000.0,0.0004788,0.4,3.4189386 +740.96,583.8661,0.0010233982,531.0458,650000.0,1224.0,40625.0,,203040.0,0.00047741376,0.4,3.4189386 +731.38,586.10114,-0.011290996,530.97345,660000.0,1243.0,41250.0,,206240.0,0.00047595456,0.4,3.4189386 +715.95,588.0392,-0.028169477,531.32434,670000.0,1261.0,41875.0,,209280.0,0.0004745683,0.4,3.4189386 +705.34,589.76416,-0.016824096,531.25,680000.0,1280.0,42500.0,,212480.0,0.00047310913,0.4,3.4189386 +693.96,591.2743,-0.022763025,531.17786,690000.0,1299.0,43125.0,,215520.0,0.0004717229,0.4,3.4189386 +689.6,592.67896,-0.0123631945,531.1077,700000.0,1318.0,43750.0,,218720.0,0.00047026368,0.4,3.4189386 +744.55,594.818,-0.0063036396,531.43713,710000.0,1336.0,44375.0,,221760.0,0.00046887744,0.4,3.4189386 +770.16,597.25336,-0.009247407,530.97345,720000.0,1356.0,45000.0,,224960.0,0.00046741823,0.4,3.4189386 +820.65,600.3136,-0.0046027373,531.2955,730000.0,1374.0,45625.0,,228000.0,0.000466032,0.4,3.4189386 +836.93,603.5111,-0.008747473,531.22754,740000.0,1393.0,46250.0,,231200.0,0.0004645728,0.4,3.4189386 +854.9,606.8629,-0.009356564,531.5379,750000.0,1411.0,46875.0,,234240.0,0.00046318656,0.4,3.4189386 +839.22,609.9202,-0.0065514306,531.4685,760000.0,1430.0,47500.0,,237440.0,0.00046172735,0.4,3.4189386 +863.57,613.2144,-0.016040446,531.40094,770000.0,1449.0,48125.0,,240480.0,0.0004603411,0.4,3.4189386 +879.88,616.6332,-0.014132353,531.33514,780000.0,1468.0,48750.0,,243680.0,0.00045888193,0.4,3.4189386 +896.37,620.17413,-0.020732628,531.271,790000.0,1487.0,49375.0,,246720.0,0.00045749568,0.4,3.4189386 +795.33,622.36365,0.0042441934,531.2085,800000.0,1506.0,50000.0,,249920.0,0.00045603648,0.4,3.4189386 +693.17,623.2378,-0.007990063,531.1475,810000.0,1525.0,50625.0,,253120.0,0.00045457727,0.4,3.4189386 +624.05,623.24774,-0.016970167,531.43225,820000.0,1543.0,51250.0,,256160.0,0.00045319105,0.4,3.4189386 +624.05,623.2574,-0.020803241,531.37006,830000.0,1562.0,51875.0,,259360.0,0.00045173184,0.4,3.4189386 +639.37,623.4492,-0.0039863605,531.64557,840000.0,1580.0,52500.0,,262400.0,0.0004503456,0.4,3.4189386 +623.19,623.44617,-0.01980803,531.25,850000.0,1600.0,53125.0,,265600.0,0.0004488864,0.4,3.4189386 +589.1,623.0468,-0.022513216,531.5204,860000.0,1618.0,53750.0,,268640.0,0.00044750015,0.4,3.4189386 +583.66,622.5941,-0.015859107,531.45996,870000.0,1637.0,54375.0,,271840.0,0.00044604097,0.4,3.4189386 +595.92,622.29095,-0.009442429,531.72205,880000.0,1655.0,55000.0,,274880.0,0.00044465472,0.4,3.4189386 +576.17,621.7727,-0.0051774993,531.34326,890000.0,1675.0,55625.0,,278080.0,0.00044319552,0.4,3.4189386 +517.9,620.6186,-0.007883287,531.6007,900000.0,1693.0,56250.0,,281120.0,0.00044180927,0.4,3.4189386 +519.37,619.506,-0.002405451,531.54205,910000.0,1712.0,56875.0,,284320.0,0.0004403501,0.4,3.2653017 +515.57,618.3762,-0.0026470518,531.4847,920000.0,1731.0,57500.0,,287360.0,0.00043896385,0.4,3.4189386 +537.52,617.5068,-0.019021483,531.4286,930000.0,1750.0,58125.0,,290560.0,0.00043750464,0.4,3.4189386 +597.96,617.2989,-0.013066913,531.6742,940000.0,1768.0,58750.0,,293600.0,0.0004361184,0.4,3.4189386 +635.92,617.4949,-0.008263691,531.61725,950000.0,1787.0,59375.0,,296800.0,0.0004346592,0.4,3.4189386 +649.38,617.82697,-0.018852806,531.56146,960000.0,1806.0,60000.0,,300000.0,0.0004332,0.4,3.4189386 +699.85,618.67255,-0.020499632,531.7982,970000.0,1824.0,60625.0,,303040.0,0.00043181377,0.4,3.4189386 +737.96,619.8898,-0.011746633,531.7417,980000.0,1843.0,61250.0,,306240.0,0.00043035456,0.4,3.4189386 +803.8,621.7475,-0.02135324,531.68634,990000.0,1862.0,61875.0,,309280.0,0.0004289683,0.4,3.4189386 +854.08,624.0708,-0.002147511,531.6321,1000000.0,1881.0,62500.0,,312480.0,0.00042750913,0.4,3.4189386 +915.89,632.7698,0.0008027611,531.8589,1010000.0,1899.0,63125.0,,315520.0,0.0004261229,0.4,3.3839397 +956.8,641.7849,-0.0007496724,531.52686,1020000.0,1919.0,63750.0,,318720.0,0.00042466368,0.4,3.4189386 +967.91,650.49005,-0.012330473,531.7501,1030000.0,1937.0,64375.0,,321760.0,0.00042327744,0.4,3.4189386 +973.35,658.7204,-0.014155867,531.6973,1040000.0,1956.0,65000.0,,324960.0,0.00042181823,0.4,3.4189386 +923.66,666.32306,-0.014361033,531.9149,1050000.0,1974.0,65625.0,,328000.0,0.000420432,0.4,3.4189386 +900.87,672.96124,0.0030902007,531.8615,1060000.0,1993.0,66250.0,,331200.0,0.0004189728,0.4,3.4189386 +882.58,678.92194,-0.012324338,532.0736,1070000.0,2011.0,66875.0,,334240.0,0.00041758656,0.4,3.4189386 +875.91,684.0369,-0.020669129,532.0197,1080000.0,2030.0,67500.0,,337440.0,0.00041612735,0.4,3.4189386 +852.35,687.5636,-0.018856933,531.9668,1090000.0,2049.0,68125.0,,340480.0,0.0004147411,0.4,3.4189386 +850.37,690.71875,-0.019162646,531.9149,1100000.0,2068.0,68750.0,,343680.0,0.00041328193,0.4,3.4189386 +844.42,692.53296,-0.0055192388,532.1189,1110000.0,2086.0,69375.0,,346720.0,0.0004118957,0.4,3.4189386 +848.55,693.57904,-0.026106218,532.0665,1120000.0,2105.0,70000.0,,349920.0,0.00041043648,0.4,3.4189386 +850.95,693.9807,-0.022891149,531.7647,1130000.0,2125.0,70625.0,,353120.0,0.00040897727,0.4,3.4189386 +875.0,694.0092,-0.018682705,532.2129,1140000.0,2142.0,71250.0,,356160.0,0.00040759103,0.4,3.4189386 +860.24,695.0037,0.0012288863,532.161,1150000.0,2161.0,71875.0,,359360.0,0.00040613185,0.4,3.4189386 +828.84,695.6843,-0.004405152,532.1101,1160000.0,2180.0,72500.0,,362400.0,0.0004047456,0.4,3.4189386 +816.34,695.9461,-0.022893976,532.06,1170000.0,2199.0,73125.0,,365600.0,0.0004032864,0.4,3.4189386 +828.87,696.41235,-0.01931564,532.2508,1180000.0,2217.0,73750.0,,368640.0,0.00040190015,0.4,3.4189386 +831.34,696.9549,-0.019353626,532.2004,1190000.0,2236.0,74375.0,,371840.0,0.00040044097,0.4,3.2854962 +823.17,697.2087,-0.023430636,532.15076,1200000.0,2255.0,75000.0,,374880.0,0.00039905473,0.4,3.4189386 +823.98,697.47046,-0.017170891,532.10205,1210000.0,2274.0,75625.0,,378080.0,0.00039759552,0.4,3.0805817 +840.54,697.7626,-0.0037829522,532.2862,1220000.0,2292.0,76250.0,,381120.0,0.00039620927,0.4,2.875008 +857.74,699.6354,-0.026071671,532.0069,1230000.0,2312.0,76875.0,,384320.0,0.00039475007,0.4,3.4189386 +891.96,702.12085,-0.028614698,532.18884,1240000.0,2330.0,77500.0,,387360.0,0.00039336385,0.4,3.3732738 +922.25,704.7787,-0.017086478,532.14136,1250000.0,2349.0,78125.0,,390560.0,0.00039190464,0.4,3.3178892 +956.19,707.7757,-0.012042165,532.3194,1260000.0,2367.0,78750.0,,393600.0,0.0003905184,0.4,3.415132 +976.32,710.97406,-0.014220982,532.2716,1270000.0,2386.0,79375.0,,396800.0,0.0003890592,0.4,3.4189386 +976.32,714.1725,-0.025601035,532.22455,1280000.0,2405.0,80000.0,,400000.0,0.0003876,0.4,3.4189386 +981.87,717.42633,-0.01765046,532.3978,1290000.0,2423.0,80625.0,,403040.0,0.00038621377,0.4,3.4189386 +983.62,720.13416,-0.042287767,532.1326,1300000.0,2443.0,81250.0,,406240.0,0.00038475456,0.4,3.4189386 +985.15,722.032,-0.021446737,532.30396,1310000.0,2461.0,81875.0,,409280.0,0.00038336831,0.4,3.4189386 +974.05,723.47974,-0.027783467,532.25806,1320000.0,2480.0,82500.0,,412480.0,0.0003819091,0.4,3.287457 +974.05,723.58734,0.0014732246,532.2129,1330000.0,2499.0,83125.0,,415520.0,0.0003805229,0.4,3.015259 +974.05,723.69495,0.010760669,532.1684,1340000.0,2518.0,83750.0,,418720.0,0.00037906368,0.4,2.7044172 +974.05,726.5137,-0.010689982,532.3344,1350000.0,2536.0,84375.0,,421760.0,0.00037767744,0.4,3.1292937 +972.7,729.3191,-0.011546848,532.2896,1360000.0,2555.0,85000.0,,424960.0,0.00037621823,0.4,3.179788 +972.7,732.1244,0.016037967,532.24554,1370000.0,2574.0,85625.0,,428000.0,0.000374832,0.4,2.6924462 +966.51,734.8679,-0.025659552,532.2021,1380000.0,2593.0,86250.0,,431200.0,0.0003733728,0.4,3.4189386 +958.11,737.52716,-0.01473908,532.3631,1390000.0,2611.0,86875.0,,434240.0,0.00037198656,0.4,3.375671 +960.7,740.2126,0.017313989,532.11707,1400000.0,2631.0,87500.0,,437440.0,0.00037052736,0.4,3.236314 +968.87,742.97955,0.01661887,532.2763,1410000.0,2649.0,88125.0,,440480.0,0.0003691411,0.4,2.513228 +951.14,745.47485,-0.008289861,532.2339,1420000.0,2668.0,88750.0,,443680.0,0.00036768193,0.4,3.413785 +951.14,746.6807,-0.004054749,532.192,1430000.0,2687.0,89375.0,,446720.0,0.0003662957,0.4,3.3425517 +943.85,750.39825,-0.016925111,532.15076,1440000.0,2706.0,90000.0,,449920.0,0.00036483648,0.4,3.3986912 +918.63,753.8638,-0.014414484,532.1101,1450000.0,2725.0,90625.0,,453120.0,0.00036337727,0.4,3.2670593 +918.63,757.32916,0.010313849,532.2639,1460000.0,2743.0,91250.0,,456160.0,0.00036199103,0.4,3.219824 +924.82,761.9289,-0.0035316125,532.0304,1470000.0,2763.0,91875.0,,459360.0,0.00036053185,0.4,3.160039 +928.91,767.24225,0.007952935,532.3741,1480000.0,2780.0,92500.0,,462400.0,0.0003591456,0.4,3.3055277 +898.43,771.4741,-0.01663473,532.1429,1490000.0,2800.0,93125.0,,465600.0,0.0003576864,0.4,3.233036 +856.0,774.4256,-0.02098081,532.2924,1500000.0,2818.0,93750.0,,468640.0,0.00035630015,0.4,3.2180781 +879.08,777.13495,0.002451155,532.0648,1510000.0,2838.0,94375.0,,471840.0,0.00035484097,0.4,3.1891646 +873.99,779.79346,-0.010668897,532.2129,1520000.0,2856.0,95000.0,,474880.0,0.00035345473,0.4,3.382417 +877.17,782.10834,-0.011837348,532.1739,1530000.0,2875.0,95625.0,,478080.0,0.00035199552,0.4,3.3734407 +903.74,783.99194,-0.012139369,532.13544,1540000.0,2894.0,96250.0,,481120.0,0.00035060928,0.4,3.319199 +893.92,785.6436,-0.015528428,532.2802,1550000.0,2912.0,96875.0,,484320.0,0.00034915007,0.4,3.3486307 +887.18,786.6803,-0.008279064,532.2416,1560000.0,2931.0,97500.0,,487360.0,0.00034776385,0.4,3.2483704 +887.18,795.28577,-0.011063935,532.20337,1570000.0,2950.0,98125.0,,490560.0,0.00034630465,0.4,3.342315 +928.36,803.9246,0.0003189522,532.34503,1580000.0,2968.0,98750.0,,493600.0,0.0003449184,0.4,3.3065815 +940.11,811.7416,-0.007517653,532.30664,1590000.0,2987.0,99375.0,,496800.0,0.0003434592,0.4,3.3655758 +970.79,818.7986,-0.009587036,532.0918,1600000.0,3007.0,100000.0,,500000.0,0.000342,0.4,3.391877 +979.06,825.3339,0.036251016,532.2314,1610000.0,3025.0,100625.0,,503040.0,0.00034061377,0.4,3.2136106 +965.74,830.57275,-0.037012674,532.19446,1620000.0,3044.0,101250.0,,506240.0,0.00033915456,0.4,3.2126932 +965.74,834.8308,0.02899517,532.3318,1630000.0,3062.0,101875.0,,509280.0,0.00033776832,0.4,3.2015226 +959.69,837.9918,-0.01874434,532.122,1640000.0,3082.0,102500.0,,512480.0,0.0003363091,0.4,3.2638984 +969.51,840.2773,-0.019381458,532.25806,1650000.0,3100.0,103125.0,,515520.0,0.0003349229,0.4,3.2264783 +976.25,842.72595,0.0017237229,532.22186,1660000.0,3119.0,103750.0,,518720.0,0.0003334637,0.4,3.1986463 +976.52,845.3317,-0.013366488,532.3558,1670000.0,3137.0,104375.0,,521760.0,0.00033207744,0.4,3.4097657 +976.52,848.0435,-0.010583097,532.15076,1680000.0,3157.0,105000.0,,524960.0,0.00033061823,0.4,3.4012933 +976.52,850.86914,-0.016838783,532.28345,1690000.0,3175.0,105625.0,,528000.0,0.000329232,0.4,3.4189386 +976.52,853.73834,-0.008708832,532.248,1700000.0,3194.0,106250.0,,531200.0,0.0003277728,0.4,3.3994994 +976.52,856.0581,-0.020621112,532.2129,1710000.0,3213.0,106875.0,,534240.0,0.00032638657,0.4,3.2725878 +989.31,858.24963,-0.019747786,532.1782,1720000.0,3232.0,107500.0,,537440.0,0.00032492736,0.4,3.3713655 +989.31,859.9363,-0.018381108,532.3077,1730000.0,3250.0,108125.0,,540480.0,0.0003235411,0.4,3.4189386 +995.36,861.52045,-0.010296204,532.1101,1740000.0,3270.0,108750.0,,543680.0,0.00032208193,0.4,3.4189386 +995.36,862.925,-0.011126406,532.23846,1750000.0,3288.0,109375.0,,546720.0,0.0003206957,0.4,3.4189386 +961.4,864.1468,-0.015161308,532.2044,1760000.0,3307.0,110000.0,,549920.0,0.00031923648,0.4,3.4189386 +951.65,865.0276,0.0037490763,532.1708,1770000.0,3326.0,110625.0,,553120.0,0.00031777727,0.4,3.130254 +919.51,865.4239,-0.017305601,532.1375,1780000.0,3345.0,111250.0,,556160.0,0.00031639103,0.4,3.3315837 +883.5,865.2952,-0.026571248,532.1046,1790000.0,3364.0,111875.0,,559360.0,0.00031493185,0.4,3.3678048 +868.33,866.02515,-0.011342966,532.22943,1800000.0,3382.0,112500.0,,562400.0,0.0003135456,0.4,3.4189386 +872.97,867.8232,-0.018428624,532.1964,1810000.0,3401.0,113125.0,,565600.0,0.0003120864,0.4,3.3981233 +872.97,870.31244,-0.012970151,532.16376,1820000.0,3420.0,113750.0,,568640.0,0.00031070015,0.4,3.4189386 +872.97,872.8016,-0.0021527568,532.1314,1830000.0,3439.0,114375.0,,571840.0,0.00030924095,0.4,3.2367024 +874.49,875.1529,-0.009247502,532.2534,1840000.0,3457.0,115000.0,,574880.0,0.00030785473,0.4,3.4189386 +897.69,877.8978,-0.01605461,532.0679,1850000.0,3477.0,115625.0,,578080.0,0.00030639552,0.4,3.3582807 +907.43,881.0811,-0.010070274,532.3412,1860000.0,3494.0,116250.0,,581120.0,0.00030500928,0.4,3.1754947 +939.57,884.64026,0.002589253,532.3086,1870000.0,3513.0,116875.0,,584320.0,0.00030355007,0.4,3.372413 +948.06,888.1616,-0.019270383,532.2763,1880000.0,3532.0,117500.0,,587360.0,0.00030216383,0.4,3.1611829 +975.58,892.15576,-0.0043538953,532.24445,1890000.0,3551.0,118125.0,,590560.0,0.00030070465,0.4,3.2424407 +990.75,896.8842,-0.016670046,532.362,1900000.0,3569.0,118750.0,,593600.0,0.0002993184,0.4,3.3333483 +990.75,901.59796,-0.010293334,532.33,1910000.0,3588.0,119375.0,,596800.0,0.0002978592,0.4,3.4189386 +990.75,906.3498,-0.018748617,532.15076,1920000.0,3608.0,120000.0,,600000.0,0.0002964,0.4,3.2475677 +980.95,910.7841,-0.039892323,532.26697,1930000.0,3626.0,120625.0,,603040.0,0.00029501377,0.4,3.3262167 +901.54,913.81995,-0.012699596,532.23596,1940000.0,3645.0,121250.0,,606240.0,0.00029355456,0.4,3.3304849 +897.14,916.4321,-0.017363397,532.20526,1950000.0,3664.0,121875.0,,609280.0,0.00029216832,0.4,3.3989115 +897.14,918.9098,-0.011525268,532.17487,1960000.0,3683.0,122500.0,,612480.0,0.0002907091,0.4,3.3654552 +897.14,920.88257,-0.02173389,532.2886,1970000.0,3701.0,123125.0,,615520.0,0.00028932287,0.4,3.2560143 +897.14,922.47437,-0.0019526714,532.25806,1980000.0,3720.0,123750.0,,618720.0,0.0002878637,0.4,3.254067 +897.14,923.40784,-0.009774444,532.22784,1990000.0,3739.0,124375.0,,621760.0,0.00028647744,0.4,3.2062624 +888.49,923.75195,-0.025010744,532.198,2000000.0,3758.0,125000.0,,624960.0,0.00028501824,0.4,3.222516 +878.67,923.37976,0.0063773864,532.3093,2010000.0,3776.0,125625.0,,628000.0,0.000283632,0.4,3.1496496 +888.47,922.6965,0.02882717,532.2793,2020000.0,3795.0,126250.0,,631200.0,0.0002821728,0.4,3.350333 +947.33,922.49054,-0.0033869115,532.3892,2030000.0,3813.0,126875.0,,634240.0,0.00028078657,0.4,3.3882227 +967.92,922.4363,0.03923519,532.3591,2040000.0,3832.0,127500.0,,637440.0,0.00027932736,0.4,2.6548407 +981.53,923.015,-0.0063970545,532.3293,2050000.0,3851.0,128125.0,,640480.0,0.00027794112,0.4,3.1652994 +980.95,923.8158,-0.00913651,532.29974,2060000.0,3870.0,128750.0,,643680.0,0.0002764819,0.4,3.3463502 +980.95,924.79956,0.0013456205,532.4074,2070000.0,3888.0,129375.0,,646720.0,0.0002750957,0.4,2.9609606 +980.95,925.85,0.0018935086,532.3778,2080000.0,3907.0,130000.0,,649920.0,0.00027363648,0.4,3.182086 +959.6,926.9225,0.0011359289,532.2129,2090000.0,3927.0,130625.0,,653120.0,0.00027217728,0.4,3.3293877 +960.21,928.02094,-0.008742282,532.45435,2100000.0,3944.0,131250.0,,656160.0,0.00027079103,0.4,3.4100595 +949.83,929.07495,0.01248825,532.2906,2110000.0,3964.0,131875.0,,659360.0,0.00026933185,0.4,3.0304708 +944.45,930.034,0.0125248,532.39575,2120000.0,3982.0,132500.0,,662400.0,0.0002679456,0.4,3.300731 +925.73,930.78174,0.00978304,532.3669,2130000.0,4001.0,133125.0,,665600.0,0.0002664864,0.4,3.1844678 +925.73,931.289,0.015791245,532.47076,2140000.0,4019.0,133750.0,,668640.0,0.00026510016,0.4,2.6674612 +926.31,931.9497,0.026778588,532.31,2150000.0,4039.0,134375.0,,671840.0,0.00026364095,0.4,3.1857243 +918.5,932.84625,-0.014608431,532.4131,2160000.0,4057.0,135000.0,,674880.0,0.00026225473,0.4,3.4045572 +918.5,933.8679,-0.0052743973,532.3847,2170000.0,4076.0,135625.0,,678080.0,0.00026079552,0.4,3.4189386 +926.47,934.84393,-0.015384938,532.4866,2180000.0,4094.0,136250.0,,681120.0,0.00025940928,0.4,3.4189386 +944.68,935.9773,-0.02363184,532.3286,2190000.0,4114.0,136875.0,,684320.0,0.00025795007,0.4,3.4038634 +934.09,937.0865,0.01199287,532.4298,2200000.0,4132.0,137500.0,,687360.0,0.00025656383,0.4,3.1419518 +939.49,938.2416,0.04562254,532.40186,2210000.0,4151.0,138125.0,,690560.0,0.00025510465,0.4,3.12558 +943.57,939.272,0.0040605017,532.3741,2220000.0,4170.0,138750.0,,693600.0,0.0002537184,0.4,2.8707423 +958.21,940.2766,-0.0187898,532.3466,2230000.0,4189.0,139375.0,,696800.0,0.0002522592,0.4,3.3742998 +958.21,940.93915,-0.023218896,532.3194,2240000.0,4208.0,140000.0,,700000.0,0.0002508,0.4,3.3106685 +962.72,941.3438,-0.0091447,532.41833,2250000.0,4226.0,140625.0,,703040.0,0.00024941377,0.4,3.4189386 +966.02,941.44214,-0.018343637,532.2657,2260000.0,4246.0,141250.0,,706240.0,0.00024795457,0.4,3.4189386 +961.6,941.2949,0.0030969006,532.36395,2270000.0,4264.0,141875.0,,709280.0,0.00024656832,0.4,2.920156 +906.65,940.5982,-0.022312392,532.33716,2280000.0,4283.0,142500.0,,712480.0,0.0002451091,0.4,3.3057418 +798.98,938.7693,-0.013470975,532.31055,2290000.0,4302.0,143125.0,,715520.0,0.00024372288,0.4,3.4052207 +763.14,936.56445,-0.02492673,532.4074,2300000.0,4320.0,143750.0,,718720.0,0.00024226368,0.4,3.3416672 +699.59,933.7089,0.003846353,532.38074,2310000.0,4339.0,144375.0,,721760.0,0.00024087745,0.4,3.3440373 +692.9,930.89734,-0.0010083814,532.3543,2320000.0,4358.0,145000.0,,724960.0,0.00023941824,0.4,3.1040142 +677.19,927.92883,-0.0151233645,532.32806,2330000.0,4377.0,145625.0,,728000.0,0.000238032,0.4,3.4189386 +681.61,925.00446,-0.020177266,532.4232,2340000.0,4395.0,146250.0,,731200.0,0.0002365728,0.4,3.4189386 +712.75,922.39136,-0.008129834,532.3969,2350000.0,4414.0,146875.0,,734240.0,0.00023518656,0.4,3.259 +752.31,920.1875,0.045356754,532.37085,2360000.0,4433.0,147500.0,,737440.0,0.00023372736,0.4,2.5713491 +799.45,918.455,0.012559454,532.4646,2370000.0,4451.0,148125.0,,740480.0,0.00023234112,0.4,3.07108 +859.68,917.3868,-0.023843681,532.4385,2380000.0,4470.0,148750.0,,743680.0,0.00023088192,0.4,3.0770063 +891.1,916.71674,-0.0183989,532.41254,2390000.0,4489.0,149375.0,,746720.0,0.00022949568,0.4,3.3000093 +905.69,916.16656,-0.003960691,532.38684,2400000.0,4508.0,150000.0,,749920.0,0.00022803649,0.4,3.3081732 +951.97,915.9975,-0.009988979,532.3614,2410000.0,4527.0,150625.0,,753120.0,0.00022657728,0.4,3.245688 +942.91,915.91516,-0.023508728,532.45325,2420000.0,4545.0,151250.0,,756160.0,0.00022519103,0.4,3.2881026 +950.56,915.90936,-0.028962204,532.31104,2430000.0,4565.0,151875.0,,759360.0,0.00022373184,0.4,3.0866733 +959.55,916.0664,0.0009064795,532.40234,2440000.0,4583.0,152500.0,,762400.0,0.0002223456,0.4,3.0046787 +955.05,916.43054,0.0090432195,532.3772,2450000.0,4602.0,153125.0,,765600.0,0.0002208864,0.4,3.2735994 +957.03,916.81464,-0.0019390312,532.3523,2460000.0,4621.0,153750.0,,768640.0,0.00021950016,0.4,3.307818 +953.6,917.10236,-0.0041593025,532.3276,2470000.0,4640.0,154375.0,,771840.0,0.00021804096,0.4,3.4189386 +947.5,917.2883,-0.015165487,532.41736,2480000.0,4658.0,155000.0,,774880.0,0.00021665472,0.4,3.4063585 +956.87,917.8727,-0.006264875,532.3926,2490000.0,4677.0,155625.0,,778080.0,0.00021519553,0.4,3.1221256 +956.87,918.8814,3.2452634e-05,532.368,2500000.0,4696.0,156250.0,,781120.0,0.00021380928,0.4,3.2476523 +956.87,919.65924,0.0011523416,532.34357,2510000.0,4715.0,156875.0,,784320.0,0.00021235007,0.4,3.4170556 +966.83,920.5876,-0.018728564,532.4319,2520000.0,4733.0,157500.0,,787360.0,0.00021096384,0.4,3.350938 +973.99,921.55585,-0.013856945,532.4074,2530000.0,4752.0,158125.0,,790560.0,0.00020950464,0.4,3.4189386 +973.99,922.2584,-0.00095527276,532.49475,2540000.0,4770.0,158750.0,,793600.0,0.0002081184,0.4,3.3553503 +981.4,923.1332,0.0054930057,532.4702,2550000.0,4789.0,159375.0,,796800.0,0.0002066592,0.4,3.1113324 +981.4,924.0754,-0.01903695,532.3352,2560000.0,4809.0,160000.0,,800000.0,0.0002052,0.4,3.3516064 +993.9,925.14264,-0.011273064,532.4218,2570000.0,4827.0,160625.0,,803040.0,0.00020381376,0.4,3.4189386 +1000.0,925.859,-0.011826621,532.3978,2580000.0,4846.0,161250.0,,806240.0,0.00020235455,0.4,3.2510753 +1000.0,926.45795,-0.0075620203,532.4836,2590000.0,4864.0,161875.0,,809280.0,0.00020096832,0.4,3.1903539 +1000.0,926.75,-0.005401364,532.3505,2600000.0,4884.0,162500.0,,812480.0,0.00019950912,0.4,3.2121534 +1000.0,926.9595,-0.01032477,532.4357,2610000.0,4902.0,163125.0,,815520.0,0.00019812289,0.4,3.3493114 +1000.0,927.302,-0.018227423,532.4121,2620000.0,4921.0,163750.0,,818720.0,0.00019666368,0.4,3.4189386 +1000.0,927.6447,-0.005883673,532.49646,2630000.0,4939.0,164375.0,,821760.0,0.00019527743,0.4,3.0454817 +1000.0,928.04767,-0.02275399,532.4728,2640000.0,4958.0,165000.0,,824960.0,0.00019381824,0.4,3.4189386 +998.66,928.33923,-0.0024923093,532.4493,2650000.0,4977.0,165625.0,,828000.0,0.000192432,0.4,3.3810103 +995.2,928.52875,0.01813445,532.42596,2660000.0,4996.0,166250.0,,831200.0,0.0001909728,0.4,3.3140073 +986.65,928.63,-0.00195871,532.4028,2670000.0,5015.0,166875.0,,834240.0,0.00018958656,0.4,3.1018817 +986.65,928.73126,-0.0069896826,532.4856,2680000.0,5033.0,167500.0,,837440.0,0.00018812736,0.4,2.8228161 +986.65,928.8326,0.007908756,532.5678,2690000.0,5051.0,168125.0,,840480.0,0.00018674112,0.4,3.0472436 +976.72,928.8346,-0.025282905,532.43933,2700000.0,5071.0,168750.0,,843680.0,0.00018528193,0.4,3.1438007 +953.12,928.6005,0.00901642,532.5211,2710000.0,5089.0,169375.0,,846720.0,0.00018389568,0.4,2.5883944 +953.12,928.23865,0.038005978,532.49805,2720000.0,5108.0,170000.0,,849920.0,0.00018243647,0.4,2.5806012 +953.12,927.8767,0.042288274,532.47516,2730000.0,5127.0,170625.0,,853120.0,0.00018097728,0.4,3.0546403 +943.19,927.3551,0.012904516,532.4524,2740000.0,5146.0,171250.0,,856160.0,0.00017959104,0.4,2.2782733 +944.53,926.84674,0.00774787,532.4298,2750000.0,5165.0,171875.0,,859360.0,0.00017813184,0.4,2.9311337 +956.54,926.7981,-0.013267832,532.51013,2760000.0,5183.0,172500.0,,862400.0,0.0001767456,0.4,3.0873442 +942.03,926.70197,-0.00903797,532.3852,2770000.0,5203.0,173125.0,,865600.0,0.0001752864,0.4,2.7483666 +920.89,926.7159,0.009418545,532.5671,2780000.0,5220.0,173750.0,,868640.0,0.00017390016,0.4,3.3373783 +921.9,927.09985,0.006958929,532.44275,2790000.0,5240.0,174375.0,,871840.0,0.00017244097,0.4,2.7001448 +927.78,927.6943,-0.008747069,532.52185,2800000.0,5258.0,175000.0,,874880.0,0.00017105472,0.4,2.8973894 +935.76,928.3222,-0.00806701,532.3986,2810000.0,5278.0,175625.0,,878080.0,0.00016959551,0.4,2.7697127 +935.76,928.9501,0.014732304,532.47736,2820000.0,5296.0,176250.0,,881120.0,0.00016820928,0.4,2.3419466 +935.76,929.57794,0.013751492,532.4553,2830000.0,5315.0,176875.0,,884320.0,0.00016675008,0.4,2.7009637 +926.61,930.0991,0.02085768,532.4335,2840000.0,5334.0,177500.0,,887360.0,0.00016536385,0.4,2.8096695 +918.56,930.30786,0.05009073,532.5112,2850000.0,5352.0,178125.0,,890560.0,0.00016390464,0.4,1.9531734 +921.87,930.45233,0.029596848,532.4893,2860000.0,5371.0,178750.0,,893600.0,0.0001625184,0.4,2.2292163 +945.6,930.5126,0.029307786,532.4675,2870000.0,5390.0,179375.0,,896800.0,0.0001610592,0.4,2.2199342 +954.52,930.5773,0.027545357,532.34753,2880000.0,5410.0,180000.0,,900000.0,0.0001596,0.4,2.0313902 +954.52,930.36664,0.0040598703,532.42444,2890000.0,5428.0,180625.0,,903040.0,0.00015821376,0.4,1.8432646 +964.26,930.1018,0.006642572,532.40314,2900000.0,5447.0,181250.0,,906240.0,0.00015675456,0.4,2.1841683 +964.26,929.8368,0.059090264,532.382,2910000.0,5466.0,181875.0,,909280.0,0.00015536833,0.4,2.057208 +964.26,929.5719,0.034160074,532.45807,2920000.0,5484.0,182500.0,,912480.0,0.00015390912,0.4,2.7259822 +974.33,929.5056,0.07948026,532.5336,2930000.0,5502.0,183125.0,,915520.0,0.00015252289,0.4,2.3403344 +979.93,930.28955,0.025498752,532.4158,2940000.0,5522.0,183750.0,,918720.0,0.00015106368,0.4,2.415462 +987.98,931.1979,0.018789487,532.49097,2950000.0,5540.0,184375.0,,921760.0,0.00014967743,0.4,2.3699079 +996.59,932.1925,0.042001516,532.46985,2960000.0,5559.0,185000.0,,924960.0,0.00014821824,0.4,2.440886 +996.59,933.187,0.065828584,532.4489,2970000.0,5578.0,185625.0,,928000.0,0.000146832,0.4,2.252952 +996.59,934.1816,0.068558015,532.4281,2980000.0,5597.0,186250.0,,931200.0,0.0001453728,0.4,1.9625416 +996.59,935.1761,0.032585,532.5022,2990000.0,5615.0,186875.0,,934240.0,0.00014398656,0.4,2.0032175 +996.59,936.2572,0.03711857,532.4814,3000000.0,5634.0,187500.0,,937440.0,0.00014252737,0.4,2.0489736 +996.59,937.43634,0.04492532,532.46063,3010000.0,5653.0,188125.0,,940480.0,0.00014114112,0.4,1.7779595 +996.59,938.5175,0.0107723875,532.53394,3020000.0,5671.0,188750.0,,943680.0,0.00013968191,0.4,1.8494225 +986.98,938.914,0.01905216,532.5132,3030000.0,5690.0,189375.0,,946720.0,0.00013829568,0.4,1.9321268 +969.09,938.9257,0.007640691,532.49255,3040000.0,5709.0,190000.0,,949920.0,0.00013683648,0.4,2.771507 +960.18,938.7121,0.00083833514,532.47205,3050000.0,5728.0,190625.0,,953120.0,0.00013537728,0.4,2.4287567 +954.2,938.4445,0.00010059234,532.5444,3060000.0,5746.0,191250.0,,956160.0,0.00013399104,0.4,2.7825537 +954.2,938.1771,0.028555965,532.52386,3070000.0,5765.0,191875.0,,959360.0,0.00013253184,0.4,1.4303383 +954.2,937.9096,0.105858736,532.5035,3080000.0,5784.0,192500.0,,962400.0,0.0001311456,0.4,0.5667707 +954.2,937.8557,0.0517299,532.4832,3090000.0,5803.0,193125.0,,965600.0,0.0001296864,0.4,1.0768472 +954.2,937.79565,0.047496226,532.55457,3100000.0,5821.0,193750.0,,968640.0,0.00012830016,0.4,1.4751524 +954.2,937.8393,0.025478369,532.53424,3110000.0,5840.0,194375.0,,971840.0,0.00012684095,0.4,1.7800426 +954.2,937.93677,0.03419294,532.5141,3120000.0,5859.0,195000.0,,974880.0,0.00012545472,0.4,1.5664511 +963.81,938.3176,0.05247587,532.494,3130000.0,5878.0,195625.0,,978080.0,0.00012399552,0.4,1.8401303 +994.02,939.00055,-0.005242797,532.56445,3140000.0,5896.0,196250.0,,981120.0,0.00012260929,0.4,2.4813955 +994.02,939.6777,0.026857933,532.45435,3150000.0,5916.0,196875.0,,984320.0,0.00012115008,0.4,1.6087842 +992.62,940.41876,0.019719375,532.5244,3160000.0,5934.0,197500.0,,987360.0,0.00011976384,0.4,2.2867234 +988.01,941.1138,-0.02713792,532.50464,3170000.0,5953.0,198125.0,,990560.0,0.00011830464,0.4,1.8052385 +975.64,941.6055,-0.0047368384,532.5741,3180000.0,5971.0,198750.0,,993600.0,0.0001169184,0.4,1.7766764 +974.93,941.90796,-0.011933602,532.55426,3190000.0,5990.0,199375.0,,996800.0,0.0001154592,0.4,2.3749356 +967.06,942.2377,0.033986446,532.53455,3200000.0,6009.0,200000.0,,1000000.0,0.000114,0.4,1.139247 +967.06,942.5134,0.04673929,532.51495,3210000.0,6028.0,200625.0,,1003040.0,0.00011261376,0.4,1.76209 +943.8,942.5157,-0.012150766,532.4954,3220000.0,6047.0,201250.0,,1006240.0,0.00011115456,0.4,1.6856515 +938.52,942.31885,0.040315595,532.5639,3230000.0,6065.0,201875.0,,1009280.0,0.00010976832,0.4,1.6190271 +931.42,942.05096,0.07707339,532.5444,3240000.0,6084.0,202500.0,,1012480.0,0.00010830912,0.4,1.8652612 +931.42,941.7379,0.04255451,532.52496,3250000.0,6103.0,203125.0,,1015520.0,0.00010692288,0.4,1.3211607 +941.52,941.493,0.050287396,532.50574,3260000.0,6122.0,203750.0,,1018720.0,0.00010546368,0.4,1.158983 +943.41,941.31104,0.00784327,532.5733,3270000.0,6140.0,204375.0,,1021760.0,0.00010407744,0.4,1.633862 +936.83,941.61273,0.016479334,532.554,3280000.0,6159.0,205000.0,,1024960.0,0.00010261824,0.4,2.2264879 +936.83,942.99115,0.02893962,532.5348,3290000.0,6178.0,205625.0,,1028000.0,0.000101232,0.4,1.4633205 +944.7,944.8069,0.022782816,532.51575,3300000.0,6197.0,206250.0,,1031200.0,9.97728e-05,0.4,0.64322907 +944.7,947.258,0.04437736,532.58246,3310000.0,6215.0,206875.0,,1034240.0,9.838656e-05,0.4,0.9778378 +973.24,950.06146,0.06287529,532.47797,3320000.0,6235.0,207500.0,,1037440.0,9.692736e-05,0.4,0.8851638 +973.24,953.02203,0.06859528,532.6296,3330000.0,6252.0,208125.0,,1040480.0,9.554112e-05,0.4,0.7908076 +980.34,956.0093,0.069976896,532.6104,3340000.0,6271.0,208750.0,,1043680.0,9.408192e-05,0.4,0.36010128 +980.34,958.68524,0.05387048,532.59143,3350000.0,6290.0,209375.0,,1046720.0,9.269568e-05,0.4,0.6398964 +980.34,960.9656,-0.024652816,532.4881,3360000.0,6310.0,210000.0,,1049920.0,9.123648e-05,0.4,0.6791539 +980.59,962.777,0.051575173,532.4696,3370000.0,6329.0,210625.0,,1053120.0,8.977728e-05,0.4,0.46467263 +1000.0,964.18005,0.02100734,532.53503,3380000.0,6347.0,211250.0,,1056160.0,8.839104e-05,0.4,1.2314519 +1000.0,965.26904,-0.0059627057,532.43286,3390000.0,6367.0,211875.0,,1059360.0,8.693184e-05,0.4,1.1734891 +1000.0,966.2121,-0.023989871,532.49805,3400000.0,6385.0,212500.0,,1062400.0,8.55456e-05,0.4,1.9470137 +1000.0,966.6923,-0.010789301,532.4797,3410000.0,6404.0,213125.0,,1065600.0,8.40864e-05,0.4,1.38675 +1000.0,967.2633,-0.009245344,532.4615,3420000.0,6423.0,213750.0,,1068640.0,8.270016e-05,0.4,1.9976245 +1000.0,967.7576,0.0006791702,532.44336,3430000.0,6442.0,214375.0,,1071840.0,8.124096e-05,0.4,1.9001741 +1000.0,968.1622,0.021791313,532.50775,3440000.0,6460.0,215000.0,,1074880.0,7.985472e-05,0.4,1.2695649 +1000.0,968.6117,-0.0031503064,532.48956,3450000.0,6479.0,215625.0,,1078080.0,7.839552e-05,0.4,1.7599223 +1000.0,969.0414,0.00042835492,532.47156,3460000.0,6498.0,216250.0,,1081120.0,7.700928e-05,0.4,1.8880534 +1000.0,969.5054,-0.01223668,532.4536,3470000.0,6517.0,216875.0,,1084320.0,7.555008e-05,0.4,1.625767 +1000.0,970.0304,-0.012657823,532.5172,3480000.0,6535.0,217500.0,,1087360.0,7.416384e-05,0.4,1.8117056 +1000.0,970.46173,0.009491674,532.418,3490000.0,6555.0,218125.0,,1090560.0,7.270464e-05,0.4,1.7360153 +1000.0,970.89307,-0.025051573,532.5624,3500000.0,6572.0,218750.0,,1093600.0,7.13184e-05,0.4,1.8793814 +1000.0,971.3243,-0.00600329,532.46356,3510000.0,6592.0,219375.0,,1096800.0,6.98592e-05,0.4,1.160856 +1000.0,971.656,-0.012532386,532.4459,3520000.0,6611.0,220000.0,,1100000.0,6.84e-05,0.4,2.1051264 +1000.0,971.9161,-0.00694521,532.42834,3530000.0,6630.0,220625.0,,1103040.0,6.701376e-05,0.4,1.6516285 +1000.0,972.1763,0.009139689,532.4109,3540000.0,6649.0,221250.0,,1106240.0,6.555456e-05,0.4,1.3070893 +1000.0,972.3622,0.027010724,532.4734,3550000.0,6667.0,221875.0,,1109280.0,6.416832e-05,0.4,1.5225425 +1000.0,972.5482,-0.012276935,532.3763,3560000.0,6687.0,222500.0,,1112480.0,6.270912e-05,0.4,1.5086035 +1000.0,972.6092,0.0024188533,532.5179,3570000.0,6704.0,223125.0,,1115520.0,6.132288e-05,0.4,1.6677094 +1000.0,972.6092,-0.025050074,532.50037,3580000.0,6723.0,223750.0,,1118720.0,5.986368e-05,0.4,1.7177175 +1000.0,972.6092,-0.017312644,532.483,3590000.0,6742.0,224375.0,,1121760.0,5.847744e-05,0.4,2.005372 +1000.0,972.6092,-0.011095001,532.46564,3600000.0,6761.0,225000.0,,1124960.0,5.701824e-05,0.4,1.9257169 +1000.0,972.6092,-0.011124703,532.44836,3610000.0,6780.0,225625.0,,1128000.0,5.5632e-05,0.4,2.003534 +1000.0,972.6092,-0.0062109977,532.4312,3620000.0,6799.0,226250.0,,1131200.0,5.41728e-05,0.4,2.0402894 +1000.0,972.6092,-0.012334242,532.4142,3630000.0,6818.0,226875.0,,1134240.0,5.278656e-05,0.4,2.4853206 +1000.0,972.6092,-0.019695425,532.47516,3640000.0,6836.0,227500.0,,1137440.0,5.132736e-05,0.4,2.4106255 +1000.0,972.62256,-0.016591476,532.53577,3650000.0,6854.0,228125.0,,1140480.0,4.994112e-05,0.4,2.227802 +1000.0,972.67065,-0.018044082,532.4411,3660000.0,6874.0,228750.0,,1143680.0,4.848192e-05,0.4,1.8390107 +1000.0,972.8041,-0.0061365585,532.50146,3670000.0,6892.0,229375.0,,1146720.0,4.709568e-05,0.4,2.1087549 +1000.0,972.9377,-0.015297559,532.48444,3680000.0,6911.0,230000.0,,1149920.0,4.563648e-05,0.4,2.2395077 +1000.0,973.0711,-0.017165871,532.4675,3690000.0,6930.0,230625.0,,1153120.0,4.417728e-05,0.4,1.1034535 +1000.0,973.3039,-0.009546113,532.4507,3700000.0,6949.0,231250.0,,1156160.0,4.279104e-05,0.4,1.9582888 +995.66,973.72925,0.01895953,532.5104,3710000.0,6967.0,231875.0,,1159360.0,4.133184e-05,0.4,1.661588 +995.66,974.1546,-0.0017128738,532.4935,3720000.0,6986.0,232500.0,,1162400.0,3.99456e-05,0.4,1.8750846 +995.66,974.58,-0.01255951,532.4008,3730000.0,7006.0,233125.0,,1165600.0,3.84864e-05,0.4,1.4837245 +995.66,975.1047,-0.007414592,532.53595,3740000.0,7023.0,233750.0,,1168640.0,3.710016e-05,0.4,2.239923 +995.66,975.61597,-0.012711838,532.51917,3750000.0,7042.0,234375.0,,1171840.0,3.564096e-05,0.4,1.8457191 +995.66,976.0072,0.009938491,532.5025,3760000.0,7061.0,235000.0,,1174880.0,3.425472e-05,0.4,1.5069965 +995.66,976.54346,-0.004278725,532.4859,3770000.0,7080.0,235625.0,,1178080.0,3.279552e-05,0.4,1.4569879 +995.66,977.2912,0.006379279,532.46936,3780000.0,7099.0,236250.0,,1181120.0,3.140928e-05,0.4,1.8061552 +995.66,978.02875,-0.0020703014,532.45294,3790000.0,7118.0,236875.0,,1184320.0,2.995008e-05,0.4,1.7804297 +995.66,978.7075,0.0015340667,532.4366,3800000.0,7137.0,237500.0,,1187360.0,2.856384e-05,0.4,1.886322 +995.66,979.3066,-0.01271472,532.49475,3810000.0,7155.0,238125.0,,1190560.0,2.710464e-05,0.4,2.2435646 +1000.0,979.949,-0.010117986,532.5526,3820000.0,7173.0,238750.0,,1193600.0,2.57184e-05,0.4,1.240632 +1000.0,980.59143,0.0010374355,532.4621,3830000.0,7193.0,239375.0,,1196800.0,2.42592e-05,0.4,1.9206402 +1000.0,981.3254,-0.00884348,532.4459,3840000.0,7212.0,240000.0,,1200000.0,2.28e-05,0.4,2.3334465 +1000.0,982.13983,-0.007955245,532.5035,3850000.0,7230.0,240625.0,,1203040.0,2.141376e-05,0.4,2.3944411 +1000.0,982.9211,-0.00813388,532.4138,3860000.0,7250.0,241250.0,,1206240.0,1.995456e-05,0.4,2.0695963 +1000.0,983.46515,-0.011489552,532.3978,3870000.0,7269.0,241875.0,,1209280.0,1.856832e-05,0.4,1.9469078 +1000.0,983.9199,-0.0061439876,532.4551,3880000.0,7287.0,242500.0,,1212480.0,1.710912e-05,0.4,2.1413956 +1000.0,984.3747,-0.0031247267,532.51196,3890000.0,7305.0,243125.0,,1215520.0,1.572288e-05,0.4,1.7811419 +1000.0,984.7321,-0.0098220995,532.4232,3900000.0,7325.0,243750.0,,1218720.0,1.426368e-05,0.4,1.8358197 +1000.0,985.08954,-0.0045964094,532.4799,3910000.0,7343.0,244375.0,,1221760.0,1.287744e-05,0.4,2.5673716 +1000.0,985.4469,-0.012638916,532.464,3920000.0,7362.0,245000.0,,1224960.0,1.141824e-05,0.4,1.827374 +1000.0,985.7036,-0.008689062,532.4482,3930000.0,7381.0,245625.0,,1228000.0,1.0032e-05,0.4,2.2186036 +1000.0,985.90436,-0.014293849,532.43243,3940000.0,7400.0,246250.0,,1231200.0,8.5728e-06,0.4,2.2237713 +1000.0,986.02454,-0.010050686,532.4885,3950000.0,7418.0,246875.0,,1234240.0,7.18656e-06,0.4,2.1072137 +1000.0,986.0586,-0.0035378828,532.4728,3960000.0,7437.0,247500.0,,1237440.0,5.72736e-06,0.4,2.072055 +1000.0,986.0927,-0.00798527,532.4571,3970000.0,7456.0,248125.0,,1240480.0,4.34112e-06,0.4,2.227251 +1000.0,986.1269,-0.00072118256,532.44147,3980000.0,7475.0,248750.0,,1243680.0,2.88192e-06,0.4,2.3304892 +1000.0,986.16095,-0.0020674048,532.497,3990000.0,7493.0,249375.0,,1246720.0,1.49568e-06,0.4,2.5567641 +1000.0,986.195,-0.00018022445,532.41046,4000000.0,7513.0,250000.0,,1249920.0,3.648e-08,0.4,2.5047345 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_eval.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..737cf8e5c315b6540dec25a073983e897582ac7f --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_eval.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 986.1950073242188, + "strength": 862.28857421875, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 9.408217920281459e-07, + "training_efficiency": 3.014610229001846e-06, + "stability": 0.9899144768714905 + }, + "local": { + "mean_returns": [ + 45.9900016784668, + 55.290000915527344, + 97.38999938964844, + 150.32000732421875, + 163.38999938964844, + 237.0500030517578, + 286.510009765625, + 364.3999938964844, + 499.69000244140625, + 534.8599853515625, + 663.0, + 743.9400024414062, + 810.7899780273438, + 872.1500244140625, + 760.7899780273438, + 760.7899780273438, + 790.1599731445312, + 782.239990234375, + 777.0900268554688, + 797.7899780273438, + 797.7899780273438, + 811.3300170898438, + 670.4600219726562, + 643.4099731445312, + 656.47998046875, + 656.47998046875, + 656.47998046875, + 656.47998046875, + 656.47998046875, + 712.8400268554688, + 795.3699951171875, + 829.27001953125, + 963.2899780273438, + 963.2899780273438, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 701.6099853515625, + 830.5499877929688, + 572.0900268554688, + 572.0900268554688, + 572.0900268554688, + 464.8500061035156, + 397.55999755859375, + 475.239990234375, + 560.8499755859375, + 608.1500244140625, + 608.1500244140625, + 645.6699829101562, + 715.3900146484375, + 728.760009765625, + 783.510009765625, + 26.6200008392334, + 64.4800033569336, + 158.41000366210938, + 265.0899963378906, + 325.5299987792969, + 441.8599853515625, + 539.9400024414062, + 643.5800170898438, + 740.9600219726562, + 731.3800048828125, + 715.9500122070312, + 705.3400268554688, + 693.9600219726562, + 689.5999755859375, + 744.5499877929688, + 770.1599731445312, + 820.6500244140625, + 836.9299926757812, + 854.9000244140625, + 839.219970703125, + 863.5700073242188, + 879.8800048828125, + 896.3699951171875, + 795.3300170898438, + 693.1699829101562, + 624.0499877929688, + 624.0499877929688, + 639.3699951171875, + 623.1900024414062, + 589.0999755859375, + 583.6599731445312, + 595.9199829101562, + 576.1699829101562, + 517.9000244140625, + 519.3699951171875, + 515.5700073242188, + 537.52001953125, + 597.9600219726562, + 635.9199829101562, + 649.3800048828125, + 699.8499755859375, + 737.9600219726562, + 803.7999877929688, + 854.0800170898438, + 915.8900146484375, + 956.7999877929688, + 967.9099731445312, + 973.3499755859375, + 923.6599731445312, + 900.8699951171875, + 882.5800170898438, + 875.9099731445312, + 852.3499755859375, + 850.3699951171875, + 844.4199829101562, + 848.5499877929688, + 850.9500122070312, + 875.0, + 860.239990234375, + 828.8400268554688, + 816.3400268554688, + 828.8699951171875, + 831.3400268554688, + 823.1699829101562, + 823.97998046875, + 840.5399780273438, + 857.739990234375, + 891.9600219726562, + 922.25, + 956.1900024414062, + 976.3200073242188, + 976.3200073242188, + 981.8699951171875, + 983.6199951171875, + 985.1500244140625, + 974.0499877929688, + 974.0499877929688, + 974.0499877929688, + 974.0499877929688, + 972.7000122070312, + 972.7000122070312, + 966.510009765625, + 958.1099853515625, + 960.7000122070312, + 968.8699951171875, + 951.1400146484375, + 951.1400146484375, + 943.8499755859375, + 918.6300048828125, + 918.6300048828125, + 924.8200073242188, + 928.9099731445312, + 898.4299926757812, + 856.0, + 879.0800170898438, + 873.989990234375, + 877.1699829101562, + 903.739990234375, + 893.9199829101562, + 887.1799926757812, + 887.1799926757812, + 928.3599853515625, + 940.1099853515625, + 970.7899780273438, + 979.0599975585938, + 965.739990234375, + 965.739990234375, + 959.6900024414062, + 969.510009765625, + 976.25, + 976.52001953125, + 976.52001953125, + 976.52001953125, + 976.52001953125, + 976.52001953125, + 989.3099975585938, + 989.3099975585938, + 995.3599853515625, + 995.3599853515625, + 961.4000244140625, + 951.6500244140625, + 919.510009765625, + 883.5, + 868.3300170898438, + 872.969970703125, + 872.969970703125, + 872.969970703125, + 874.489990234375, + 897.6900024414062, + 907.4299926757812, + 939.5700073242188, + 948.0599975585938, + 975.5800170898438, + 990.75, + 990.75, + 990.75, + 980.9500122070312, + 901.5399780273438, + 897.1400146484375, + 897.1400146484375, + 897.1400146484375, + 897.1400146484375, + 897.1400146484375, + 888.489990234375, + 878.6699829101562, + 888.469970703125, + 947.3300170898438, + 967.9199829101562, + 981.530029296875, + 980.9500122070312, + 980.9500122070312, + 980.9500122070312, + 959.5999755859375, + 960.2100219726562, + 949.8300170898438, + 944.4500122070312, + 925.72998046875, + 925.72998046875, + 926.3099975585938, + 918.5, + 918.5, + 926.469970703125, + 944.6799926757812, + 934.0900268554688, + 939.489990234375, + 943.5700073242188, + 958.2100219726562, + 958.2100219726562, + 962.719970703125, + 966.02001953125, + 961.5999755859375, + 906.6500244140625, + 798.97998046875, + 763.1400146484375, + 699.5900268554688, + 692.9000244140625, + 677.1900024414062, + 681.6099853515625, + 712.75, + 752.3099975585938, + 799.4500122070312, + 859.6799926757812, + 891.0999755859375, + 905.6900024414062, + 951.969970703125, + 942.9099731445312, + 950.5599975585938, + 959.5499877929688, + 955.0499877929688, + 957.030029296875, + 953.5999755859375, + 947.5, + 956.8699951171875, + 956.8699951171875, + 956.8699951171875, + 966.8300170898438, + 973.989990234375, + 973.989990234375, + 981.4000244140625, + 981.4000244140625, + 993.9000244140625, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 998.6599731445312, + 995.2000122070312, + 986.6500244140625, + 986.6500244140625, + 986.6500244140625, + 976.719970703125, + 953.1199951171875, + 953.1199951171875, + 953.1199951171875, + 943.1900024414062, + 944.530029296875, + 956.5399780273438, + 942.030029296875, + 920.8900146484375, + 921.9000244140625, + 927.780029296875, + 935.760009765625, + 935.760009765625, + 935.760009765625, + 926.6099853515625, + 918.5599975585938, + 921.8699951171875, + 945.5999755859375, + 954.52001953125, + 954.52001953125, + 964.260009765625, + 964.260009765625, + 964.260009765625, + 974.3300170898438, + 979.9299926757812, + 987.97998046875, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 986.97998046875, + 969.0900268554688, + 960.1799926757812, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 963.8099975585938, + 994.02001953125, + 994.02001953125, + 992.6199951171875, + 988.010009765625, + 975.6400146484375, + 974.9299926757812, + 967.0599975585938, + 967.0599975585938, + 943.7999877929688, + 938.52001953125, + 931.4199829101562, + 931.4199829101562, + 941.52001953125, + 943.4099731445312, + 936.8300170898438, + 936.8300170898438, + 944.7000122070312, + 944.7000122070312, + 973.239990234375, + 973.239990234375, + 980.3400268554688, + 980.3400268554688, + 980.3400268554688, + 980.5900268554688, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0 + ], + "strengths": [ + 40.71000289916992, + 50.01000213623047, + 92.11000061035156, + 145.04000854492188, + 158.11000061035156, + 231.77000427246094, + 281.2300109863281, + 359.1199951171875, + 494.4100036621094, + 529.5799560546875, + 657.719970703125, + 738.6599731445312, + 805.5099487304688, + 866.8699951171875, + 755.5099487304688, + 755.5099487304688, + 784.8799438476562, + 776.9599609375, + 771.8099975585938, + 792.5099487304688, + 792.5099487304688, + 806.0499877929688, + 665.1799926757812, + 638.1299438476562, + 651.199951171875, + 651.199951171875, + 651.199951171875, + 651.199951171875, + 651.199951171875, + 707.5599975585938, + 790.0899658203125, + 823.989990234375, + 958.0099487304688, + 958.0099487304688, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 696.3299560546875, + 825.2699584960938, + 566.8099975585938, + 566.8099975585938, + 566.8099975585938, + 459.57000732421875, + 392.2799987792969, + 469.9599914550781, + 555.5699462890625, + 602.8699951171875, + 602.8699951171875, + 640.3899536132812, + 710.1099853515625, + 723.47998046875, + 778.22998046875, + 21.34000015258789, + 59.20000457763672, + 153.1300048828125, + 259.80999755859375, + 320.25, + 436.5799865722656, + 534.6599731445312, + 638.2999877929688, + 735.6799926757812, + 726.0999755859375, + 710.6699829101562, + 700.0599975585938, + 688.6799926757812, + 684.3199462890625, + 739.2699584960938, + 764.8799438476562, + 815.3699951171875, + 831.6499633789062, + 849.6199951171875, + 833.93994140625, + 858.2899780273438, + 874.5999755859375, + 891.0899658203125, + 790.0499877929688, + 687.8899536132812, + 618.7699584960938, + 618.7699584960938, + 634.0899658203125, + 617.9099731445312, + 583.8199462890625, + 578.3799438476562, + 590.6399536132812, + 570.8899536132812, + 512.6199951171875, + 514.0899658203125, + 510.2900085449219, + 532.239990234375, + 592.6799926757812, + 630.6399536132812, + 644.0999755859375, + 694.5699462890625, + 732.6799926757812, + 798.5199584960938, + 848.7999877929688, + 910.6099853515625, + 951.5199584960938, + 962.6299438476562, + 968.0699462890625, + 918.3799438476562, + 895.5899658203125, + 877.2999877929688, + 870.6299438476562, + 847.0699462890625, + 845.0899658203125, + 839.1399536132812, + 843.2699584960938, + 845.6699829101562, + 869.719970703125, + 854.9599609375, + 823.5599975585938, + 811.0599975585938, + 823.5899658203125, + 826.0599975585938, + 817.8899536132812, + 818.699951171875, + 835.2599487304688, + 852.4599609375, + 886.6799926757812, + 916.969970703125, + 950.9099731445312, + 971.0399780273438, + 971.0399780273438, + 976.5899658203125, + 978.3399658203125, + 979.8699951171875, + 968.7699584960938, + 968.7699584960938, + 968.7699584960938, + 968.7699584960938, + 967.4199829101562, + 967.4199829101562, + 961.22998046875, + 952.8299560546875, + 955.4199829101562, + 963.5899658203125, + 945.8599853515625, + 945.8599853515625, + 938.5699462890625, + 913.3499755859375, + 913.3499755859375, + 919.5399780273438, + 923.6299438476562, + 893.1499633789062, + 850.719970703125, + 873.7999877929688, + 868.7099609375, + 871.8899536132812, + 898.4599609375, + 888.6399536132812, + 881.8999633789062, + 881.8999633789062, + 923.0799560546875, + 934.8299560546875, + 965.5099487304688, + 973.7799682617188, + 960.4599609375, + 960.4599609375, + 954.4099731445312, + 964.22998046875, + 970.969970703125, + 971.239990234375, + 971.239990234375, + 971.239990234375, + 971.239990234375, + 971.239990234375, + 984.0299682617188, + 984.0299682617188, + 990.0799560546875, + 990.0799560546875, + 956.1199951171875, + 946.3699951171875, + 914.22998046875, + 878.219970703125, + 863.0499877929688, + 867.68994140625, + 867.68994140625, + 867.68994140625, + 869.2099609375, + 892.4099731445312, + 902.1499633789062, + 934.2899780273438, + 942.7799682617188, + 970.2999877929688, + 985.469970703125, + 985.469970703125, + 985.469970703125, + 975.6699829101562, + 896.2599487304688, + 891.8599853515625, + 891.8599853515625, + 891.8599853515625, + 891.8599853515625, + 891.8599853515625, + 883.2099609375, + 873.3899536132812, + 883.18994140625, + 942.0499877929688, + 962.6399536132812, + 976.25, + 975.6699829101562, + 975.6699829101562, + 975.6699829101562, + 954.3199462890625, + 954.9299926757812, + 944.5499877929688, + 939.1699829101562, + 920.449951171875, + 920.449951171875, + 921.0299682617188, + 913.219970703125, + 913.219970703125, + 921.18994140625, + 939.3999633789062, + 928.8099975585938, + 934.2099609375, + 938.2899780273438, + 952.9299926757812, + 952.9299926757812, + 957.43994140625, + 960.739990234375, + 956.3199462890625, + 901.3699951171875, + 793.699951171875, + 757.8599853515625, + 694.3099975585938, + 687.6199951171875, + 671.9099731445312, + 676.3299560546875, + 707.469970703125, + 747.0299682617188, + 794.1699829101562, + 854.3999633789062, + 885.8199462890625, + 900.4099731445312, + 946.68994140625, + 937.6299438476562, + 945.2799682617188, + 954.2699584960938, + 949.7699584960938, + 951.75, + 948.3199462890625, + 942.219970703125, + 951.5899658203125, + 951.5899658203125, + 951.5899658203125, + 961.5499877929688, + 968.7099609375, + 968.7099609375, + 976.1199951171875, + 976.1199951171875, + 988.6199951171875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 993.3799438476562, + 989.9199829101562, + 981.3699951171875, + 981.3699951171875, + 981.3699951171875, + 971.43994140625, + 947.8399658203125, + 947.8399658203125, + 947.8399658203125, + 937.9099731445312, + 939.25, + 951.2599487304688, + 936.75, + 915.6099853515625, + 916.6199951171875, + 922.5, + 930.47998046875, + 930.47998046875, + 930.47998046875, + 921.3299560546875, + 913.2799682617188, + 916.5899658203125, + 940.3199462890625, + 949.239990234375, + 949.239990234375, + 958.97998046875, + 958.97998046875, + 958.97998046875, + 969.0499877929688, + 974.6499633789062, + 982.699951171875, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 981.699951171875, + 963.8099975585938, + 954.8999633789062, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 958.5299682617188, + 988.739990234375, + 988.739990234375, + 987.3399658203125, + 982.72998046875, + 970.3599853515625, + 969.6499633789062, + 961.7799682617188, + 961.7799682617188, + 938.5199584960938, + 933.239990234375, + 926.1399536132812, + 926.1399536132812, + 936.239990234375, + 938.1299438476562, + 931.5499877929688, + 931.5499877929688, + 939.4199829101562, + 939.4199829101562, + 967.9599609375, + 967.9599609375, + 975.0599975585938, + 975.0599975585938, + 975.0599975585938, + 975.3099975585938, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 7.243717118399218e-05, + 5.273660644888878e-05, + 4.046675167046487e-05, + 3.380804628250189e-05, + 2.8272890631342307e-05, + 2.4335260604857467e-05, + 2.1205682060099207e-05, + 1.851157685450744e-05, + 1.661930582486093e-05, + 1.4990395357017405e-05, + 1.3688993931282312e-05, + 1.263523972738767e-05, + 1.1761764653783757e-05, + 1.1141531103930902e-05, + 1.0610697245283518e-05, + 1.0131633644050453e-05, + 9.714511179481633e-06, + 9.344914360553958e-06, + 9.003580089483876e-06, + 8.694627467775717e-06, + 8.408449502894655e-06, + 8.189773325284477e-06, + 7.992137398105115e-06, + 7.801560059306212e-06, + 7.621340046171099e-06, + 7.450618795701303e-06, + 7.2886323323473334e-06, + 7.1346953518514056e-06, + 6.976044005568838e-06, + 6.809052138123661e-06, + 6.64556137053296e-06, + 6.468180799856782e-06, + 6.303223926806822e-06, + 6.191412921907613e-06, + 6.084136202844093e-06, + 5.981108643027255e-06, + 5.882070581719745e-06, + 5.786783276562346e-06, + 5.69502662983723e-06, + 5.606597824225901e-06, + 5.520169452211121e-06, + 5.421845798991853e-06, + 5.3566545830108225e-06, + 5.293083177093649e-06, + 5.231078830547631e-06, + 5.181853339308873e-06, + 5.140461780683836e-06, + 5.09163737660856e-06, + 5.0351200115983374e-06, + 4.975320734956767e-06, + 4.917083970212843e-06, + 4.8568872443865985e-06, + 4.792120307683945e-06, + 4.72821966468473e-06, + 4.66174651592155e-06, + 4.65994617115939e-06, + 4.654913027479779e-06, + 4.641844498110004e-06, + 4.619723313226132e-06, + 4.592655841406668e-06, + 4.5562155719380826e-06, + 4.512407031143084e-06, + 4.461341177375289e-06, + 4.404164883453632e-06, + 4.349442860984709e-06, + 4.297442956158193e-06, + 4.247651759214932e-06, + 4.199988325126469e-06, + 4.153864210820757e-06, + 4.105375410290435e-06, + 4.056626494275406e-06, + 4.006192739325343e-06, + 3.95631832361687e-06, + 3.9069254853529856e-06, + 3.85990188078722e-06, + 3.8129419408505782e-06, + 3.766522922887816e-06, + 3.7206500564934686e-06, + 3.6811102290812414e-06, + 3.6474878015724244e-06, + 3.6178400932840304e-06, + 3.5887301237380598e-06, + 3.559444166967296e-06, + 3.5314208162162686e-06, + 3.5053922147199046e-06, + 3.480020041024545e-06, + 3.454525767665473e-06, + 3.430272727200645e-06, + 3.4088059237546986e-06, + 3.387560582268634e-06, + 3.3667472507659113e-06, + 3.3453268315497553e-06, + 3.321822532598162e-06, + 3.2972172903100727e-06, + 3.272511776231113e-06, + 3.246344249419053e-06, + 3.2192672279052204e-06, + 3.190362576788175e-06, + 3.160317191941431e-06, + 3.1288434456655523e-06, + 3.096771706623258e-06, + 3.0651435736217536e-06, + 3.0341343517648056e-06, + 3.0054236503929133e-06, + 2.9780587738059694e-06, + 2.951835085696075e-06, + 2.9263587748573627e-06, + 2.902076630562078e-06, + 2.8783299512724625e-06, + 2.8552080948429648e-06, + 2.8324172944849124e-06, + 2.809996431096806e-06, + 2.787379116853117e-06, + 2.7655692065309267e-06, + 2.7449427761894185e-06, + 2.7249839149590116e-06, + 2.7050664357375354e-06, + 2.685434537852416e-06, + 2.6663276457838947e-06, + 2.6475222512090113e-06, + 2.628658421599539e-06, + 2.609734110592399e-06, + 2.590393933132873e-06, + 2.570753622421762e-06, + 2.5507652026135474e-06, + 2.5307413125119638e-06, + 2.511098045943072e-06, + 2.4917148948588874e-06, + 2.472660071362043e-06, + 2.4539292553527048e-06, + 2.435747546769562e-06, + 2.417891209915979e-06, + 2.4003509224712616e-06, + 2.383117134741042e-06, + 2.3662053081352497e-06, + 2.349582473470946e-06, + 2.333344355065492e-06, + 2.3175141450337833e-06, + 2.30189971262007e-06, + 2.2864071524963947e-06, + 2.2714432361681247e-06, + 2.2567135147255613e-06, + 2.2423228074330837e-06, + 2.2285285012912937e-06, + 2.214935420852271e-06, + 2.2014492060407065e-06, + 2.1880991880607326e-06, + 2.1753719465777976e-06, + 2.163411181754782e-06, + 2.151285798390745e-06, + 2.139388925570529e-06, + 2.1276036932249554e-06, + 2.115618599418667e-06, + 2.1039211333118146e-06, + 2.0924624095641775e-06, + 2.081150114463526e-06, + 2.0694640170404455e-06, + 2.0577872419380583e-06, + 2.04589196073357e-06, + 2.034060798905557e-06, + 2.0225511434546206e-06, + 2.0111965568503365e-06, + 2.0000636595796095e-06, + 1.9889650957338745e-06, + 1.9779367903538514e-06, + 1.9670512756420067e-06, + 1.9563080968509894e-06, + 1.9457047528703697e-06, + 1.935237833095016e-06, + 1.9249050637881737e-06, + 1.9145697933709016e-06, + 1.9043669681195752e-06, + 1.8942320139103686e-06, + 1.884225639514625e-06, + 1.87468140211422e-06, + 1.865347030616249e-06, + 1.8564334141046857e-06, + 1.8479644268154516e-06, + 1.8397290659777354e-06, + 1.8315349734621122e-06, + 1.8234253502669162e-06, + 1.8153989458369324e-06, + 1.8074402987622307e-06, + 1.7993535266214167e-06, + 1.7912639123096596e-06, + 1.782975687092403e-06, + 1.7747036054061027e-06, + 1.7662845266386284e-06, + 1.7578305460119736e-06, + 1.7494725170763559e-06, + 1.7412083934686962e-06, + 1.7331174149148865e-06, + 1.7257625586353242e-06, + 1.7185158185384353e-06, + 1.7113395642809337e-06, + 1.70423277268128e-06, + 1.697194306871097e-06, + 1.6902231436688453e-06, + 1.6833849940667278e-06, + 1.6766855424066307e-06, + 1.6699735851943842e-06, + 1.6628830508125247e-06, + 1.6557104345338303e-06, + 1.648510760787758e-06, + 1.6413889625255251e-06, + 1.6343394690920832e-06, + 1.6273612573058927e-06, + 1.6206034842980443e-06, + 1.6139071021825657e-06, + 1.6073473716460285e-06, + 1.6008866623451468e-06, + 1.5946133089528303e-06, + 1.5883969126662123e-06, + 1.5822330396986217e-06, + 1.5761761460453272e-06, + 1.5701731399531127e-06, + 1.5641713844161131e-06, + 1.558105736876314e-06, + 1.5521623026870657e-06, + 1.5462376268260414e-06, + 1.540339894745557e-06, + 1.5344038502007606e-06, + 1.5285212384696933e-06, + 1.5226636378429248e-06, + 1.5168386653385824e-06, + 1.5110921367522678e-06, + 1.5057217979119741e-06, + 1.5010290326245013e-06, + 1.4965785339882132e-06, + 1.4925265077181393e-06, + 1.488536781835137e-06, + 1.4846602880425053e-06, + 1.4807802699579042e-06, + 1.4767449556529755e-06, + 1.4725100072610076e-06, + 1.4680375670650392e-06, + 1.4632601050834637e-06, + 1.4583443999072188e-06, + 1.4533867442878545e-06, + 1.4482162669082754e-06, + 1.4431374211199e-06, + 1.4380589163920376e-06, + 1.4329742725749384e-06, + 1.4279551123763667e-06, + 1.4229663065634668e-06, + 1.4180359357851557e-06, + 1.4131763919067453e-06, + 1.4083076393944793e-06, + 1.4034779951543896e-06, + 1.3986866633786121e-06, + 1.3938838492322247e-06, + 1.3890842183172936e-06, + 1.3843230135535123e-06, + 1.3795636277791345e-06, + 1.3748424407822313e-06, + 1.3700993122256477e-06, + 1.3653653923029196e-06, + 1.3606697848445037e-06, + 1.3560118077293737e-06, + 1.351391233583854e-06, + 1.3468072666000808e-06, + 1.3422596794043784e-06, + 1.3377479035625583e-06, + 1.3332776234165067e-06, + 1.3288574791658903e-06, + 1.3245091849967139e-06, + 1.3201939736973145e-06, + 1.315911504207179e-06, + 1.3117042954036151e-06, + 1.3076291907054838e-06, + 1.303583303524647e-06, + 1.299566406487429e-06, + 1.2956197679159231e-06, + 1.2916949572172598e-06, + 1.2877479775852407e-06, + 1.2838884231314296e-06, + 1.2801416460206383e-06, + 1.2764157872879878e-06, + 1.2726911791105522e-06, + 1.2689596360360156e-06, + 1.2652532177526155e-06, + 1.2615715831998386e-06, + 1.2579504300447297e-06, + 1.2543844150059158e-06, + 1.2508287454693345e-06, + 1.2472050912037957e-06, + 1.2435715461833752e-06, + 1.2399624438330648e-06, + 1.2363407222437672e-06, + 1.2327435570114176e-06, + 1.2291703797018272e-06, + 1.2255841284058988e-06, + 1.2220015150887775e-06, + 1.2184138995507965e-06, + 1.2148194628025522e-06, + 1.2112496960980934e-06, + 1.207704258376907e-06, + 1.2041829222653178e-06, + 1.2006853467028122e-06, + 1.1972114180025528e-06, + 1.1937606814171886e-06, + 1.1903659924428212e-06, + 1.1870549769810168e-06, + 1.1837954616567004e-06, + 1.1805766462202882e-06, + 1.1773780670409906e-06, + 1.1741993830582942e-06, + 1.1710403668985236e-06, + 1.1679009048748412e-06, + 1.1647806559267337e-06, + 1.1616796200542012e-06, + 1.1585665333768702e-06, + 1.1553754575288622e-06, + 1.1522047316248063e-06, + 1.1490584483908606e-06, + 1.1459466122687445e-06, + 1.142892983807542e-06, + 1.13986027372448e-06, + 1.136870537266077e-06, + 1.1338988770148717e-06, + 1.1310162335576024e-06, + 1.128166331909597e-06, + 1.1253544016653905e-06, + 1.1225585012653028e-06, + 1.1197481626368244e-06, + 1.1169482831974165e-06, + 1.11418376036454e-06, + 1.111434926315269e-06, + 1.1086787026215461e-06, + 1.1059379403377534e-06, + 1.1031302165065426e-06, + 1.100338749893126e-06, + 1.097543417927227e-06, + 1.0947642294922844e-06, + 1.092001298275136e-06, + 1.08925371478108e-06, + 1.0864678188227117e-06, + 1.0836984074558131e-06, + 1.0809453669935465e-06, + 1.0782083563753986e-06, + 1.0754872619145317e-06, + 1.0727821972977836e-06, + 1.0700927077778033e-06, + 1.0674187933545909e-06, + 1.0647603403413086e-06, + 1.062117121364281e-06, + 1.0594890227366704e-06, + 1.0568758170848014e-06, + 1.0542775044086738e-06, + 1.0516939710214501e-06, + 1.049124875862617e-06, + 1.0465703326190123e-06, + 1.0440301139169605e-06, + 1.041504106069624e-06, + 1.0389921953901649e-06, + 1.0364941545049078e-06, + 1.0340099834138528e-06, + 1.0315394547433243e-06, + 1.0290825684933225e-06, + 1.0266390972901718e-06, + 1.0242090411338722e-06, + 1.0217921726507484e-06, + 1.0193884918408003e-06, + 1.0169977713303524e-06, + 1.014619897432567e-06, + 1.0122548701474443e-06, + 1.0099024621013086e-06, + 1.00756267329416e-06, + 1.0052352763523231e-06, + 1.002930389404355e-06, + 1.0006375532611855e-06, + 9.983567679228145e-07, + 9.960879197024042e-07, + 9.938310085999547e-07, + 9.915856935549527e-07, + 9.893520882542362e-07, + 9.871300790109672e-07, + 9.849194384514703e-07, + 9.827201665757457e-07, + 9.805321496969555e-07, + 9.78345838120731e-07, + 9.761706678546034e-07, + 9.740066388985724e-07, + 9.718535238789627e-07, + 9.69711436482612e-07, + 9.67580149335845e-07, + 9.654595487518236e-07, + 9.633496347305481e-07, + 9.612502935851808e-07, + 9.591615253157215e-07, + 9.57083102548495e-07, + 9.55015025283501e-07, + 9.529571229904832e-07, + 9.509093956694414e-07, + 9.488718433203758e-07, + 9.468441817261919e-07, + 9.448265245737275e-07, + 9.428186444893072e-07, + 9.408205983163498e-07 + ], + "training_efficiencies": [ + 0.00032894735340960324, + 0.00023595537641085684, + 0.00017136966926045716, + 0.00013100715295877308, + 0.00010934774036286399, + 9.1287620307412e-05, + 7.852595445001498e-05, + 6.835555541329086e-05, + 5.964404408587143e-05, + 5.35096951352898e-05, + 4.825105133932084e-05, + 4.4039836211595684e-05, + 4.0642014937475324e-05, + 3.7819441786268726e-05, + 3.5821180063067004e-05, + 3.410772478673607e-05, + 3.255935007473454e-05, + 3.121456393273547e-05, + 3.00215688184835e-05, + 2.8922057026647963e-05, + 2.7925774702453054e-05, + 2.7004512958228588e-05, + 2.6299863748135976e-05, + 2.566393231973052e-05, + 2.5050183467101306e-05, + 2.4470495191053487e-05, + 2.3920943931443617e-05, + 2.3400054487865418e-05, + 2.290471275046002e-05, + 2.2394664483726956e-05, + 2.1857469619135372e-05, + 2.1331259631551802e-05, + 2.0760822735610418e-05, + 2.0230072550475597e-05, + 1.987059658858925e-05, + 1.9525534298736602e-05, + 1.9194369087927043e-05, + 1.8875889509217814e-05, + 1.8569664462120272e-05, + 1.8274664398632012e-05, + 1.7990525520872325e-05, + 1.7712709450279362e-05, + 1.7396820112480782e-05, + 1.7187301637022756e-05, + 1.6983089153654873e-05, + 1.6783844330348074e-05, + 1.6625730495434254e-05, + 1.649274054216221e-05, + 1.6335823602275923e-05, + 1.6154257536982186e-05, + 1.59620976774022e-05, + 1.5775029169162735e-05, + 1.5581617844873108e-05, + 1.5373592759715393e-05, + 1.516830252512591e-05, + 1.4954818652768154e-05, + 1.4949036085454281e-05, + 1.4932873455109075e-05, + 1.4890895727148745e-05, + 1.4819863281445578e-05, + 1.4732930139871314e-05, + 1.461592546547763e-05, + 1.4475235730060376e-05, + 1.4311208360595629e-05, + 1.4127600479696412e-05, + 1.3951846085547004e-05, + 1.3784873772237916e-05, + 1.36249664137722e-05, + 1.3471930287778378e-05, + 1.332381089014234e-05, + 1.3168132682039868e-05, + 1.301159500144422e-05, + 1.2849681297666393e-05, + 1.2689540199062321e-05, + 1.2530976164271124e-05, + 1.2379997315292712e-05, + 1.2229251296957955e-05, + 1.2080221495125443e-05, + 1.1932973393413704e-05, + 1.1806036127381958e-05, + 1.1698080925270915e-05, + 1.1602905942709185e-05, + 1.1509445357660297e-05, + 1.141543634730624e-05, + 1.1325469131406862e-05, + 1.1241920219617896e-05, + 1.1160468602611218e-05, + 1.1078639545303304e-05, + 1.1000784979842138e-05, + 1.0931884389719926e-05, + 1.0863687748496886e-05, + 1.079688809113577e-05, + 1.0728133020165842e-05, + 1.0652699529600795e-05, + 1.0573724466667045e-05, + 1.0494418347661849e-05, + 1.0410432878416032e-05, + 1.0323518836230505e-05, + 1.0230751286144368e-05, + 1.0134313015441876e-05, + 1.0033303624368273e-05, + 9.930364285537507e-06, + 9.828862857830245e-06, + 9.729338671604637e-06, + 9.637203220336232e-06, + 9.54937786445953e-06, + 9.465225957683288e-06, + 9.383465112478007e-06, + 9.305546882387716e-06, + 9.229339411831461e-06, + 9.155146472039632e-06, + 9.08200854610186e-06, + 9.01005114428699e-06, + 8.93747346708551e-06, + 8.867479664331768e-06, + 8.801291187410243e-06, + 8.737240023037884e-06, + 8.6733298303443e-06, + 8.61032913235249e-06, + 8.549021004000679e-06, + 8.488675121043343e-06, + 8.428149158135056e-06, + 8.367424015887082e-06, + 8.305371011374518e-06, + 8.24235121399397e-06, + 8.178220014087856e-06, + 8.11397057987051e-06, + 8.050937140069436e-06, + 7.988743163878098e-06, + 7.927599654067308e-06, + 7.867502063163556e-06, + 7.809162525518332e-06, + 7.751872544758953e-06, + 7.69559119362384e-06, + 7.64030028221896e-06, + 7.586037099827081e-06, + 7.532707058999222e-06, + 7.480607564502861e-06, + 7.429821835103212e-06, + 7.379723683698103e-06, + 7.3300229814776685e-06, + 7.282013484655181e-06, + 7.234759777929867e-06, + 7.1885910983837675e-06, + 7.144332812458742e-06, + 7.100723905750783e-06, + 7.057454695313936e-06, + 7.014626589807449e-06, + 6.9737939156766515e-06, + 6.9354232437035535e-06, + 6.896522791066673e-06, + 6.858358119643526e-06, + 6.820549060648773e-06, + 6.782102445868077e-06, + 6.744575330230873e-06, + 6.70781810185872e-06, + 6.671527899015928e-06, + 6.634041255892953e-06, + 6.596583716600435e-06, + 6.558421318914043e-06, + 6.520468559756409e-06, + 6.483544893853832e-06, + 6.447120995289879e-06, + 6.4114069573406596e-06, + 6.375805241987109e-06, + 6.340427717077546e-06, + 6.305509941739729e-06, + 6.2710478232475e-06, + 6.2370359046326485e-06, + 6.203460543474648e-06, + 6.170316737552639e-06, + 6.137164291430963e-06, + 6.104438398324419e-06, + 6.071928964956896e-06, + 6.0398338064260315e-06, + 6.009219305269653e-06, + 5.979276465950534e-06, + 5.950685135758249e-06, + 5.923518983763643e-06, + 5.8971040743927006e-06, + 5.870820132258814e-06, + 5.844808583788108e-06, + 5.81906260777032e-06, + 5.79353627472301e-06, + 5.767597031081095e-06, + 5.741650966228917e-06, + 5.7150668908434454e-06, + 5.6885355661506765e-06, + 5.6615317589603364e-06, + 5.634417448163731e-06, + 5.607609182334272e-06, + 5.5811019592511e-06, + 5.555151346925413e-06, + 5.531559963856125e-06, + 5.508317372004967e-06, + 5.485299425345147e-06, + 5.462506123876665e-06, + 5.439931101136608e-06, + 5.417572992882924e-06, + 5.39564052814967e-06, + 5.3741541705676354e-06, + 5.352626885724021e-06, + 5.329886789695593e-06, + 5.306882485456299e-06, + 5.283792688715039e-06, + 5.2609516387747135e-06, + 5.238344328972744e-06, + 5.2159639380988665e-06, + 5.194290224608267e-06, + 5.172813871467952e-06, + 5.151774985279189e-06, + 5.1310548769833986e-06, + 5.110934580443427e-06, + 5.090998911327915e-06, + 5.07123058923753e-06, + 5.051806510891765e-06, + 5.032553872297285e-06, + 5.0133066906710155e-06, + 4.993853963242145e-06, + 4.974794137524441e-06, + 4.955793428962352e-06, + 4.936880486638984e-06, + 4.917843398288824e-06, + 4.898976385447895e-06, + 4.880191681877477e-06, + 4.86151020595571e-06, + 4.843082024308387e-06, + 4.825859377888264e-06, + 4.8108099690580275e-06, + 4.796537268703105e-06, + 4.783543317898875e-06, + 4.7707485464343335e-06, + 4.758318027597852e-06, + 4.745874775835546e-06, + 4.7329344852187205e-06, + 4.719353910331847e-06, + 4.705011633632239e-06, + 4.689691195380874e-06, + 4.6739282879570965e-06, + 4.658029865822755e-06, + 4.641448413167382e-06, + 4.625161636795383e-06, + 4.608875315170735e-06, + 4.59256989415735e-06, + 4.576474111672724e-06, + 4.56047700936324e-06, + 4.544665898720268e-06, + 4.529083071247442e-06, + 4.513470230449457e-06, + 4.497983354667667e-06, + 4.482618805923266e-06, + 4.467218332138145e-06, + 4.451826953300042e-06, + 4.436560175236082e-06, + 4.421298399392981e-06, + 4.406158950587269e-06, + 4.390949015942169e-06, + 4.375769094622228e-06, + 4.360711955087027e-06, + 4.34577532359981e-06, + 4.330959200160578e-06, + 4.316260401537875e-06, + 4.301678472984349e-06, + 4.2872106860158965e-06, + 4.272877049515955e-06, + 4.258703484083526e-06, + 4.244760930305347e-06, + 4.2309238779125735e-06, + 4.217192781652557e-06, + 4.203701791993808e-06, + 4.190635536360787e-06, + 4.177662503934698e-06, + 4.164781785220839e-06, + 4.15212662119302e-06, + 4.139541943004588e-06, + 4.126886324229417e-06, + 4.114510375075042e-06, + 4.102496404811973e-06, + 4.0905497371568345e-06, + 4.078607162227854e-06, + 4.0666418499313295e-06, + 4.054757482663263e-06, + 4.042952696181601e-06, + 4.031342086818768e-06, + 4.0199079194280785e-06, + 4.008507403341355e-06, + 3.996888608526206e-06, + 3.9852379813964944e-06, + 3.973666025558487e-06, + 3.962053142458899e-06, + 3.9505193853983656e-06, + 3.939062025892781e-06, + 3.927563284378266e-06, + 3.916075911547523e-06, + 3.90457307730685e-06, + 3.893047960445983e-06, + 3.881602424371522e-06, + 3.870234650094062e-06, + 3.858944182866253e-06, + 3.847730113193393e-06, + 3.83659153158078e-06, + 3.825527528533712e-06, + 3.8146440601849463e-06, + 3.8040282106521772e-06, + 3.7935772070341045e-06, + 3.783257170653087e-06, + 3.7730017083958955e-06, + 3.7628101381415036e-06, + 3.752681323021534e-06, + 3.7426157177833375e-06, + 3.7326119581848616e-06, + 3.7226695894787554e-06, + 3.712688112500473e-06, + 3.7024572066002293e-06, + 3.692291102197487e-06, + 3.682204123833799e-06, + 3.6722271943290252e-06, + 3.6624369386117905e-06, + 3.6527137581288116e-06, + 3.6431279113458004e-06, + 3.6336002722237026e-06, + 3.6243577596906107e-06, + 3.6152207485429244e-06, + 3.6062053823116003e-06, + 3.5972414025309263e-06, + 3.588231038520462e-06, + 3.5792545531876385e-06, + 3.5703910725715104e-06, + 3.5615780689113308e-06, + 3.5527411910152296e-06, + 3.5439545627014013e-06, + 3.5349526115169283e-06, + 3.526003411025158e-06, + 3.5170410228602123e-06, + 3.508131385387969e-06, + 3.4992733617400518e-06, + 3.4904642234323546e-06, + 3.481532758087269e-06, + 3.472653816061211e-06, + 3.46382739735418e-06, + 3.4550523650977993e-06, + 3.4463289466657443e-06, + 3.4376560051896377e-06, + 3.429033768043155e-06, + 3.4204610983579187e-06, + 3.411937996133929e-06, + 3.40346377925016e-06, + 3.3950382203329355e-06, + 3.3866606372612296e-06, + 3.3783308026613668e-06, + 3.3700480344123207e-06, + 3.361811650393065e-06, + 3.3536216506036e-06, + 3.3454778076702496e-06, + 3.337379439471988e-06, + 3.3293263186351396e-06, + 3.3213179904123535e-06, + 3.313354000056279e-06, + 3.3054341201932402e-06, + 3.2975572139548603e-06, + 3.28972373608849e-06, + 3.281933459220454e-06, + 3.2741854738560505e-06, + 3.2664793252479285e-06, + 3.258815013396088e-06, + 3.2511920835531782e-06, + 3.2436103083455237e-06, + 3.2360687782784225e-06, + 3.2285672659781994e-06, + 3.2211062261922052e-06, + 3.2137168091139756e-06, + 3.2063665003079223e-06, + 3.1990548450266942e-06, + 3.191781615896616e-06, + 3.1845461307966616e-06, + 3.1773483897268306e-06, + 3.170187710566097e-06, + 3.163064320688136e-06, + 3.1559775379719213e-06, + 3.148927362417453e-06, + 3.1419131119037047e-06, + 3.134904318358167e-06, + 3.127931222479674e-06, + 3.1209938242682256e-06, + 3.114091668976471e-06, + 3.1072245292307343e-06, + 3.100391950283665e-06, + 3.0935939321352635e-06, + 3.0868302474118536e-06, + 3.080100441366085e-06, + 3.0734042866242817e-06, + 3.066741328439093e-06, + 3.0601115668105194e-06, + 3.0535145469912095e-06, + 3.046950496354839e-06, + 3.0404182780330302e-06, + 3.0339188015204854e-06, + 3.0274504752014764e-06, + 3.021014208570705e-06, + 3.014609092133469e-06 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8715378046035767, + 1.0, + 1.0, + 0.989909291267395, + 0.9933716654777527, + 1.0, + 1.0, + 1.0, + 0.8252341747283936, + 0.9593342542648315, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.7169966697692871, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.6868176460266113, + 1.0, + 1.0, + 0.8108007907867432, + 0.8535804748535156, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.027421236038208008, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9869779944419861, + 0.9787495136260986, + 0.9850704669952393, + 0.9837442636489868, + 0.9936689734458923, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815446138381958, + 1.0, + 1.0, + 1.0, + 0.8866108059883118, + 0.8706916570663452, + 0.8995188474655151, + 1.0, + 1.0, + 0.9744831323623657, + 0.9448301196098328, + 0.990682065486908, + 1.0, + 0.9665616750717163, + 0.8979313373565674, + 1.0, + 0.992608368396759, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9486710429191589, + 0.9751845598220825, + 0.9795777201652527, + 0.9923970699310303, + 0.972939133644104, + 0.9976625442504883, + 0.9929593205451965, + 1.0, + 1.0, + 1.0, + 0.9830290079116821, + 0.9632731676101685, + 0.9848219752311707, + 1.0, + 1.0, + 0.9901096224784851, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886719584465027, + 1.0, + 1.0, + 1.0, + 0.9986065030097961, + 1.0, + 0.9936015605926514, + 0.9912611842155457, + 1.0, + 1.0, + 0.9816001057624817, + 1.0, + 0.9922927021980286, + 0.973129391670227, + 1.0, + 1.0, + 1.0, + 0.9669997692108154, + 0.9524939656257629, + 1.0, + 0.9941748380661011, + 1.0, + 1.0, + 0.9890701770782471, + 0.9924153685569763, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9863213300704956, + 1.0, + 0.9937009215354919, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9656997919082642, + 0.9898025393486023, + 0.9660386443138123, + 0.9606116414070129, + 0.9827264547348022, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990055501461029, + 0.9186097383499146, + 0.9950907230377197, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9903011322021484, + 0.9888814687728882, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994058609008789, + 1.0, + 1.0, + 0.9781175851821899, + 1.0, + 0.9891300797462463, + 0.9943041801452637, + 0.9800674915313721, + 1.0, + 1.0, + 0.991520345211029, + 1.0, + 1.0, + 1.0, + 0.9887268543243408, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953993558883667, + 0.9425402283668518, + 0.8805484771728516, + 0.9548444151878357, + 0.9161454439163208, + 0.9903645515441895, + 0.9771530628204346, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9904298186302185, + 1.0, + 1.0, + 0.995284378528595, + 1.0, + 0.9963960647583008, + 0.9935675859451294, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986528754234314, + 0.99651700258255, + 0.9913629293441772, + 1.0, + 1.0, + 0.9898814558982849, + 0.9757062196731567, + 1.0, + 1.0, + 0.9895235300064087, + 1.0, + 1.0, + 0.9847465753555298, + 0.9774326086044312, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9901663661003113, + 0.9912626147270203, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9903057217597961, + 0.9817765355110168, + 0.9907553791999817, + 0.9937375783920288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985840320587158, + 0.9953309297561646, + 0.9874126315116882, + 0.9992682933807373, + 0.9918836951255798, + 1.0, + 0.9758156538009644, + 0.99437415599823, + 0.9923920631408691, + 1.0, + 1.0, + 1.0, + 0.9929860830307007, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956369400024414, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 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": [ + 3040.0, + 6240.0, + 9280.0, + 12480.0, + 15520.0, + 18720.0, + 21760.0, + 24960.0, + 28000.0, + 31200.0, + 34240.0, + 37440.0, + 40480.0, + 43680.0, + 46720.0, + 49920.0, + 53120.0, + 56160.0, + 59360.0, + 62400.0, + 65600.0, + 68640.0, + 71840.0, + 74880.0, + 78080.0, + 81120.0, + 84320.0, + 87360.0, + 90560.0, + 93600.0, + 96800.0, + 100000.0, + 103040.0, + 106240.0, + 109280.0, + 112480.0, + 115520.0, + 118720.0, + 121760.0, + 124960.0, + 128000.0, + 131200.0, + 134240.0, + 137440.0, + 140480.0, + 143680.0, + 146720.0, + 149920.0, + 153120.0, + 156160.0, + 159360.0, + 162400.0, + 165600.0, + 168640.0, + 171840.0, + 174880.0, + 178080.0, + 181120.0, + 184320.0, + 187360.0, + 190560.0, + 193600.0, + 196800.0, + 200000.0, + 203040.0, + 206240.0, + 209280.0, + 212480.0, + 215520.0, + 218720.0, + 221760.0, + 224960.0, + 228000.0, + 231200.0, + 234240.0, + 237440.0, + 240480.0, + 243680.0, + 246720.0, + 249920.0, + 253120.0, + 256160.0, + 259360.0, + 262400.0, + 265600.0, + 268640.0, + 271840.0, + 274880.0, + 278080.0, + 281120.0, + 284320.0, + 287360.0, + 290560.0, + 293600.0, + 296800.0, + 300000.0, + 303040.0, + 306240.0, + 309280.0, + 312480.0, + 315520.0, + 318720.0, + 321760.0, + 324960.0, + 328000.0, + 331200.0, + 334240.0, + 337440.0, + 340480.0, + 343680.0, + 346720.0, + 349920.0, + 353120.0, + 356160.0, + 359360.0, + 362400.0, + 365600.0, + 368640.0, + 371840.0, + 374880.0, + 378080.0, + 381120.0, + 384320.0, + 387360.0, + 390560.0, + 393600.0, + 396800.0, + 400000.0, + 403040.0, + 406240.0, + 409280.0, + 412480.0, + 415520.0, + 418720.0, + 421760.0, + 424960.0, + 428000.0, + 431200.0, + 434240.0, + 437440.0, + 440480.0, + 443680.0, + 446720.0, + 449920.0, + 453120.0, + 456160.0, + 459360.0, + 462400.0, + 465600.0, + 468640.0, + 471840.0, + 474880.0, + 478080.0, + 481120.0, + 484320.0, + 487360.0, + 490560.0, + 493600.0, + 496800.0, + 500000.0, + 503040.0, + 506240.0, + 509280.0, + 512480.0, + 515520.0, + 518720.0, + 521760.0, + 524960.0, + 528000.0, + 531200.0, + 534240.0, + 537440.0, + 540480.0, + 543680.0, + 546720.0, + 549920.0, + 553120.0, + 556160.0, + 559360.0, + 562400.0, + 565600.0, + 568640.0, + 571840.0, + 574880.0, + 578080.0, + 581120.0, + 584320.0, + 587360.0, + 590560.0, + 593600.0, + 596800.0, + 600000.0, + 603040.0, + 606240.0, + 609280.0, + 612480.0, + 615520.0, + 618720.0, + 621760.0, + 624960.0, + 628000.0, + 631200.0, + 634240.0, + 637440.0, + 640480.0, + 643680.0, + 646720.0, + 649920.0, + 653120.0, + 656160.0, + 659360.0, + 662400.0, + 665600.0, + 668640.0, + 671840.0, + 674880.0, + 678080.0, + 681120.0, + 684320.0, + 687360.0, + 690560.0, + 693600.0, + 696800.0, + 700000.0, + 703040.0, + 706240.0, + 709280.0, + 712480.0, + 715520.0, + 718720.0, + 721760.0, + 724960.0, + 728000.0, + 731200.0, + 734240.0, + 737440.0, + 740480.0, + 743680.0, + 746720.0, + 749920.0, + 753120.0, + 756160.0, + 759360.0, + 762400.0, + 765600.0, + 768640.0, + 771840.0, + 774880.0, + 778080.0, + 781120.0, + 784320.0, + 787360.0, + 790560.0, + 793600.0, + 796800.0, + 800000.0, + 803040.0, + 806240.0, + 809280.0, + 812480.0, + 815520.0, + 818720.0, + 821760.0, + 824960.0, + 828000.0, + 831200.0, + 834240.0, + 837440.0, + 840480.0, + 843680.0, + 846720.0, + 849920.0, + 853120.0, + 856160.0, + 859360.0, + 862400.0, + 865600.0, + 868640.0, + 871840.0, + 874880.0, + 878080.0, + 881120.0, + 884320.0, + 887360.0, + 890560.0, + 893600.0, + 896800.0, + 900000.0, + 903040.0, + 906240.0, + 909280.0, + 912480.0, + 915520.0, + 918720.0, + 921760.0, + 924960.0, + 928000.0, + 931200.0, + 934240.0, + 937440.0, + 940480.0, + 943680.0, + 946720.0, + 949920.0, + 953120.0, + 956160.0, + 959360.0, + 962400.0, + 965600.0, + 968640.0, + 971840.0, + 974880.0, + 978080.0, + 981120.0, + 984320.0, + 987360.0, + 990560.0, + 993600.0, + 996800.0, + 1000000.0, + 1003040.0, + 1006240.0, + 1009280.0, + 1012480.0, + 1015520.0, + 1018720.0, + 1021760.0, + 1024960.0, + 1028000.0, + 1031200.0, + 1034240.0, + 1037440.0, + 1040480.0, + 1043680.0, + 1046720.0, + 1049920.0, + 1053120.0, + 1056160.0, + 1059360.0, + 1062400.0, + 1065600.0, + 1068640.0, + 1071840.0, + 1074880.0, + 1078080.0, + 1081120.0, + 1084320.0, + 1087360.0, + 1090560.0, + 1093600.0, + 1096800.0, + 1100000.0, + 1103040.0, + 1106240.0, + 1109280.0, + 1112480.0, + 1115520.0, + 1118720.0, + 1121760.0, + 1124960.0, + 1128000.0, + 1131200.0, + 1134240.0, + 1137440.0, + 1140480.0, + 1143680.0, + 1146720.0, + 1149920.0, + 1153120.0, + 1156160.0, + 1159360.0, + 1162400.0, + 1165600.0, + 1168640.0, + 1171840.0, + 1174880.0, + 1178080.0, + 1181120.0, + 1184320.0, + 1187360.0, + 1190560.0, + 1193600.0, + 1196800.0, + 1200000.0, + 1203040.0, + 1206240.0, + 1209280.0, + 1212480.0, + 1215520.0, + 1218720.0, + 1221760.0, + 1224960.0, + 1228000.0, + 1231200.0, + 1234240.0, + 1237440.0, + 1240480.0, + 1243680.0, + 1246720.0, + 1249920.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_scalar_eval.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..69bce665d75fa6862552e63c583a2d41ddc2e0a3 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 986.1950073242188, + "strength": 862.28857421875, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 9.408217920281459e-07, + "training_efficiency": 3.014610229001846e-06, + "stability": 0.9899144768714905 +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_scalar_train.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..69bce665d75fa6862552e63c583a2d41ddc2e0a3 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 986.1950073242188, + "strength": 862.28857421875, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 9.408217920281459e-07, + "training_efficiency": 3.014610229001846e-06, + "stability": 0.9899144768714905 +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_train.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..737cf8e5c315b6540dec25a073983e897582ac7f --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s1_session_metrics_train.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 986.1950073242188, + "strength": 862.28857421875, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 9.408217920281459e-07, + "training_efficiency": 3.014610229001846e-06, + "stability": 0.9899144768714905 + }, + "local": { + "mean_returns": [ + 45.9900016784668, + 55.290000915527344, + 97.38999938964844, + 150.32000732421875, + 163.38999938964844, + 237.0500030517578, + 286.510009765625, + 364.3999938964844, + 499.69000244140625, + 534.8599853515625, + 663.0, + 743.9400024414062, + 810.7899780273438, + 872.1500244140625, + 760.7899780273438, + 760.7899780273438, + 790.1599731445312, + 782.239990234375, + 777.0900268554688, + 797.7899780273438, + 797.7899780273438, + 811.3300170898438, + 670.4600219726562, + 643.4099731445312, + 656.47998046875, + 656.47998046875, + 656.47998046875, + 656.47998046875, + 656.47998046875, + 712.8400268554688, + 795.3699951171875, + 829.27001953125, + 963.2899780273438, + 963.2899780273438, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 701.6099853515625, + 830.5499877929688, + 572.0900268554688, + 572.0900268554688, + 572.0900268554688, + 464.8500061035156, + 397.55999755859375, + 475.239990234375, + 560.8499755859375, + 608.1500244140625, + 608.1500244140625, + 645.6699829101562, + 715.3900146484375, + 728.760009765625, + 783.510009765625, + 26.6200008392334, + 64.4800033569336, + 158.41000366210938, + 265.0899963378906, + 325.5299987792969, + 441.8599853515625, + 539.9400024414062, + 643.5800170898438, + 740.9600219726562, + 731.3800048828125, + 715.9500122070312, + 705.3400268554688, + 693.9600219726562, + 689.5999755859375, + 744.5499877929688, + 770.1599731445312, + 820.6500244140625, + 836.9299926757812, + 854.9000244140625, + 839.219970703125, + 863.5700073242188, + 879.8800048828125, + 896.3699951171875, + 795.3300170898438, + 693.1699829101562, + 624.0499877929688, + 624.0499877929688, + 639.3699951171875, + 623.1900024414062, + 589.0999755859375, + 583.6599731445312, + 595.9199829101562, + 576.1699829101562, + 517.9000244140625, + 519.3699951171875, + 515.5700073242188, + 537.52001953125, + 597.9600219726562, + 635.9199829101562, + 649.3800048828125, + 699.8499755859375, + 737.9600219726562, + 803.7999877929688, + 854.0800170898438, + 915.8900146484375, + 956.7999877929688, + 967.9099731445312, + 973.3499755859375, + 923.6599731445312, + 900.8699951171875, + 882.5800170898438, + 875.9099731445312, + 852.3499755859375, + 850.3699951171875, + 844.4199829101562, + 848.5499877929688, + 850.9500122070312, + 875.0, + 860.239990234375, + 828.8400268554688, + 816.3400268554688, + 828.8699951171875, + 831.3400268554688, + 823.1699829101562, + 823.97998046875, + 840.5399780273438, + 857.739990234375, + 891.9600219726562, + 922.25, + 956.1900024414062, + 976.3200073242188, + 976.3200073242188, + 981.8699951171875, + 983.6199951171875, + 985.1500244140625, + 974.0499877929688, + 974.0499877929688, + 974.0499877929688, + 974.0499877929688, + 972.7000122070312, + 972.7000122070312, + 966.510009765625, + 958.1099853515625, + 960.7000122070312, + 968.8699951171875, + 951.1400146484375, + 951.1400146484375, + 943.8499755859375, + 918.6300048828125, + 918.6300048828125, + 924.8200073242188, + 928.9099731445312, + 898.4299926757812, + 856.0, + 879.0800170898438, + 873.989990234375, + 877.1699829101562, + 903.739990234375, + 893.9199829101562, + 887.1799926757812, + 887.1799926757812, + 928.3599853515625, + 940.1099853515625, + 970.7899780273438, + 979.0599975585938, + 965.739990234375, + 965.739990234375, + 959.6900024414062, + 969.510009765625, + 976.25, + 976.52001953125, + 976.52001953125, + 976.52001953125, + 976.52001953125, + 976.52001953125, + 989.3099975585938, + 989.3099975585938, + 995.3599853515625, + 995.3599853515625, + 961.4000244140625, + 951.6500244140625, + 919.510009765625, + 883.5, + 868.3300170898438, + 872.969970703125, + 872.969970703125, + 872.969970703125, + 874.489990234375, + 897.6900024414062, + 907.4299926757812, + 939.5700073242188, + 948.0599975585938, + 975.5800170898438, + 990.75, + 990.75, + 990.75, + 980.9500122070312, + 901.5399780273438, + 897.1400146484375, + 897.1400146484375, + 897.1400146484375, + 897.1400146484375, + 897.1400146484375, + 888.489990234375, + 878.6699829101562, + 888.469970703125, + 947.3300170898438, + 967.9199829101562, + 981.530029296875, + 980.9500122070312, + 980.9500122070312, + 980.9500122070312, + 959.5999755859375, + 960.2100219726562, + 949.8300170898438, + 944.4500122070312, + 925.72998046875, + 925.72998046875, + 926.3099975585938, + 918.5, + 918.5, + 926.469970703125, + 944.6799926757812, + 934.0900268554688, + 939.489990234375, + 943.5700073242188, + 958.2100219726562, + 958.2100219726562, + 962.719970703125, + 966.02001953125, + 961.5999755859375, + 906.6500244140625, + 798.97998046875, + 763.1400146484375, + 699.5900268554688, + 692.9000244140625, + 677.1900024414062, + 681.6099853515625, + 712.75, + 752.3099975585938, + 799.4500122070312, + 859.6799926757812, + 891.0999755859375, + 905.6900024414062, + 951.969970703125, + 942.9099731445312, + 950.5599975585938, + 959.5499877929688, + 955.0499877929688, + 957.030029296875, + 953.5999755859375, + 947.5, + 956.8699951171875, + 956.8699951171875, + 956.8699951171875, + 966.8300170898438, + 973.989990234375, + 973.989990234375, + 981.4000244140625, + 981.4000244140625, + 993.9000244140625, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 998.6599731445312, + 995.2000122070312, + 986.6500244140625, + 986.6500244140625, + 986.6500244140625, + 976.719970703125, + 953.1199951171875, + 953.1199951171875, + 953.1199951171875, + 943.1900024414062, + 944.530029296875, + 956.5399780273438, + 942.030029296875, + 920.8900146484375, + 921.9000244140625, + 927.780029296875, + 935.760009765625, + 935.760009765625, + 935.760009765625, + 926.6099853515625, + 918.5599975585938, + 921.8699951171875, + 945.5999755859375, + 954.52001953125, + 954.52001953125, + 964.260009765625, + 964.260009765625, + 964.260009765625, + 974.3300170898438, + 979.9299926757812, + 987.97998046875, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 986.97998046875, + 969.0900268554688, + 960.1799926757812, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 963.8099975585938, + 994.02001953125, + 994.02001953125, + 992.6199951171875, + 988.010009765625, + 975.6400146484375, + 974.9299926757812, + 967.0599975585938, + 967.0599975585938, + 943.7999877929688, + 938.52001953125, + 931.4199829101562, + 931.4199829101562, + 941.52001953125, + 943.4099731445312, + 936.8300170898438, + 936.8300170898438, + 944.7000122070312, + 944.7000122070312, + 973.239990234375, + 973.239990234375, + 980.3400268554688, + 980.3400268554688, + 980.3400268554688, + 980.5900268554688, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0 + ], + "strengths": [ + 40.71000289916992, + 50.01000213623047, + 92.11000061035156, + 145.04000854492188, + 158.11000061035156, + 231.77000427246094, + 281.2300109863281, + 359.1199951171875, + 494.4100036621094, + 529.5799560546875, + 657.719970703125, + 738.6599731445312, + 805.5099487304688, + 866.8699951171875, + 755.5099487304688, + 755.5099487304688, + 784.8799438476562, + 776.9599609375, + 771.8099975585938, + 792.5099487304688, + 792.5099487304688, + 806.0499877929688, + 665.1799926757812, + 638.1299438476562, + 651.199951171875, + 651.199951171875, + 651.199951171875, + 651.199951171875, + 651.199951171875, + 707.5599975585938, + 790.0899658203125, + 823.989990234375, + 958.0099487304688, + 958.0099487304688, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 696.3299560546875, + 825.2699584960938, + 566.8099975585938, + 566.8099975585938, + 566.8099975585938, + 459.57000732421875, + 392.2799987792969, + 469.9599914550781, + 555.5699462890625, + 602.8699951171875, + 602.8699951171875, + 640.3899536132812, + 710.1099853515625, + 723.47998046875, + 778.22998046875, + 21.34000015258789, + 59.20000457763672, + 153.1300048828125, + 259.80999755859375, + 320.25, + 436.5799865722656, + 534.6599731445312, + 638.2999877929688, + 735.6799926757812, + 726.0999755859375, + 710.6699829101562, + 700.0599975585938, + 688.6799926757812, + 684.3199462890625, + 739.2699584960938, + 764.8799438476562, + 815.3699951171875, + 831.6499633789062, + 849.6199951171875, + 833.93994140625, + 858.2899780273438, + 874.5999755859375, + 891.0899658203125, + 790.0499877929688, + 687.8899536132812, + 618.7699584960938, + 618.7699584960938, + 634.0899658203125, + 617.9099731445312, + 583.8199462890625, + 578.3799438476562, + 590.6399536132812, + 570.8899536132812, + 512.6199951171875, + 514.0899658203125, + 510.2900085449219, + 532.239990234375, + 592.6799926757812, + 630.6399536132812, + 644.0999755859375, + 694.5699462890625, + 732.6799926757812, + 798.5199584960938, + 848.7999877929688, + 910.6099853515625, + 951.5199584960938, + 962.6299438476562, + 968.0699462890625, + 918.3799438476562, + 895.5899658203125, + 877.2999877929688, + 870.6299438476562, + 847.0699462890625, + 845.0899658203125, + 839.1399536132812, + 843.2699584960938, + 845.6699829101562, + 869.719970703125, + 854.9599609375, + 823.5599975585938, + 811.0599975585938, + 823.5899658203125, + 826.0599975585938, + 817.8899536132812, + 818.699951171875, + 835.2599487304688, + 852.4599609375, + 886.6799926757812, + 916.969970703125, + 950.9099731445312, + 971.0399780273438, + 971.0399780273438, + 976.5899658203125, + 978.3399658203125, + 979.8699951171875, + 968.7699584960938, + 968.7699584960938, + 968.7699584960938, + 968.7699584960938, + 967.4199829101562, + 967.4199829101562, + 961.22998046875, + 952.8299560546875, + 955.4199829101562, + 963.5899658203125, + 945.8599853515625, + 945.8599853515625, + 938.5699462890625, + 913.3499755859375, + 913.3499755859375, + 919.5399780273438, + 923.6299438476562, + 893.1499633789062, + 850.719970703125, + 873.7999877929688, + 868.7099609375, + 871.8899536132812, + 898.4599609375, + 888.6399536132812, + 881.8999633789062, + 881.8999633789062, + 923.0799560546875, + 934.8299560546875, + 965.5099487304688, + 973.7799682617188, + 960.4599609375, + 960.4599609375, + 954.4099731445312, + 964.22998046875, + 970.969970703125, + 971.239990234375, + 971.239990234375, + 971.239990234375, + 971.239990234375, + 971.239990234375, + 984.0299682617188, + 984.0299682617188, + 990.0799560546875, + 990.0799560546875, + 956.1199951171875, + 946.3699951171875, + 914.22998046875, + 878.219970703125, + 863.0499877929688, + 867.68994140625, + 867.68994140625, + 867.68994140625, + 869.2099609375, + 892.4099731445312, + 902.1499633789062, + 934.2899780273438, + 942.7799682617188, + 970.2999877929688, + 985.469970703125, + 985.469970703125, + 985.469970703125, + 975.6699829101562, + 896.2599487304688, + 891.8599853515625, + 891.8599853515625, + 891.8599853515625, + 891.8599853515625, + 891.8599853515625, + 883.2099609375, + 873.3899536132812, + 883.18994140625, + 942.0499877929688, + 962.6399536132812, + 976.25, + 975.6699829101562, + 975.6699829101562, + 975.6699829101562, + 954.3199462890625, + 954.9299926757812, + 944.5499877929688, + 939.1699829101562, + 920.449951171875, + 920.449951171875, + 921.0299682617188, + 913.219970703125, + 913.219970703125, + 921.18994140625, + 939.3999633789062, + 928.8099975585938, + 934.2099609375, + 938.2899780273438, + 952.9299926757812, + 952.9299926757812, + 957.43994140625, + 960.739990234375, + 956.3199462890625, + 901.3699951171875, + 793.699951171875, + 757.8599853515625, + 694.3099975585938, + 687.6199951171875, + 671.9099731445312, + 676.3299560546875, + 707.469970703125, + 747.0299682617188, + 794.1699829101562, + 854.3999633789062, + 885.8199462890625, + 900.4099731445312, + 946.68994140625, + 937.6299438476562, + 945.2799682617188, + 954.2699584960938, + 949.7699584960938, + 951.75, + 948.3199462890625, + 942.219970703125, + 951.5899658203125, + 951.5899658203125, + 951.5899658203125, + 961.5499877929688, + 968.7099609375, + 968.7099609375, + 976.1199951171875, + 976.1199951171875, + 988.6199951171875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 993.3799438476562, + 989.9199829101562, + 981.3699951171875, + 981.3699951171875, + 981.3699951171875, + 971.43994140625, + 947.8399658203125, + 947.8399658203125, + 947.8399658203125, + 937.9099731445312, + 939.25, + 951.2599487304688, + 936.75, + 915.6099853515625, + 916.6199951171875, + 922.5, + 930.47998046875, + 930.47998046875, + 930.47998046875, + 921.3299560546875, + 913.2799682617188, + 916.5899658203125, + 940.3199462890625, + 949.239990234375, + 949.239990234375, + 958.97998046875, + 958.97998046875, + 958.97998046875, + 969.0499877929688, + 974.6499633789062, + 982.699951171875, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 981.699951171875, + 963.8099975585938, + 954.8999633789062, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 958.5299682617188, + 988.739990234375, + 988.739990234375, + 987.3399658203125, + 982.72998046875, + 970.3599853515625, + 969.6499633789062, + 961.7799682617188, + 961.7799682617188, + 938.5199584960938, + 933.239990234375, + 926.1399536132812, + 926.1399536132812, + 936.239990234375, + 938.1299438476562, + 931.5499877929688, + 931.5499877929688, + 939.4199829101562, + 939.4199829101562, + 967.9599609375, + 967.9599609375, + 975.0599975585938, + 975.0599975585938, + 975.0599975585938, + 975.3099975585938, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 7.243717118399218e-05, + 5.273660644888878e-05, + 4.046675167046487e-05, + 3.380804628250189e-05, + 2.8272890631342307e-05, + 2.4335260604857467e-05, + 2.1205682060099207e-05, + 1.851157685450744e-05, + 1.661930582486093e-05, + 1.4990395357017405e-05, + 1.3688993931282312e-05, + 1.263523972738767e-05, + 1.1761764653783757e-05, + 1.1141531103930902e-05, + 1.0610697245283518e-05, + 1.0131633644050453e-05, + 9.714511179481633e-06, + 9.344914360553958e-06, + 9.003580089483876e-06, + 8.694627467775717e-06, + 8.408449502894655e-06, + 8.189773325284477e-06, + 7.992137398105115e-06, + 7.801560059306212e-06, + 7.621340046171099e-06, + 7.450618795701303e-06, + 7.2886323323473334e-06, + 7.1346953518514056e-06, + 6.976044005568838e-06, + 6.809052138123661e-06, + 6.64556137053296e-06, + 6.468180799856782e-06, + 6.303223926806822e-06, + 6.191412921907613e-06, + 6.084136202844093e-06, + 5.981108643027255e-06, + 5.882070581719745e-06, + 5.786783276562346e-06, + 5.69502662983723e-06, + 5.606597824225901e-06, + 5.520169452211121e-06, + 5.421845798991853e-06, + 5.3566545830108225e-06, + 5.293083177093649e-06, + 5.231078830547631e-06, + 5.181853339308873e-06, + 5.140461780683836e-06, + 5.09163737660856e-06, + 5.0351200115983374e-06, + 4.975320734956767e-06, + 4.917083970212843e-06, + 4.8568872443865985e-06, + 4.792120307683945e-06, + 4.72821966468473e-06, + 4.66174651592155e-06, + 4.65994617115939e-06, + 4.654913027479779e-06, + 4.641844498110004e-06, + 4.619723313226132e-06, + 4.592655841406668e-06, + 4.5562155719380826e-06, + 4.512407031143084e-06, + 4.461341177375289e-06, + 4.404164883453632e-06, + 4.349442860984709e-06, + 4.297442956158193e-06, + 4.247651759214932e-06, + 4.199988325126469e-06, + 4.153864210820757e-06, + 4.105375410290435e-06, + 4.056626494275406e-06, + 4.006192739325343e-06, + 3.95631832361687e-06, + 3.9069254853529856e-06, + 3.85990188078722e-06, + 3.8129419408505782e-06, + 3.766522922887816e-06, + 3.7206500564934686e-06, + 3.6811102290812414e-06, + 3.6474878015724244e-06, + 3.6178400932840304e-06, + 3.5887301237380598e-06, + 3.559444166967296e-06, + 3.5314208162162686e-06, + 3.5053922147199046e-06, + 3.480020041024545e-06, + 3.454525767665473e-06, + 3.430272727200645e-06, + 3.4088059237546986e-06, + 3.387560582268634e-06, + 3.3667472507659113e-06, + 3.3453268315497553e-06, + 3.321822532598162e-06, + 3.2972172903100727e-06, + 3.272511776231113e-06, + 3.246344249419053e-06, + 3.2192672279052204e-06, + 3.190362576788175e-06, + 3.160317191941431e-06, + 3.1288434456655523e-06, + 3.096771706623258e-06, + 3.0651435736217536e-06, + 3.0341343517648056e-06, + 3.0054236503929133e-06, + 2.9780587738059694e-06, + 2.951835085696075e-06, + 2.9263587748573627e-06, + 2.902076630562078e-06, + 2.8783299512724625e-06, + 2.8552080948429648e-06, + 2.8324172944849124e-06, + 2.809996431096806e-06, + 2.787379116853117e-06, + 2.7655692065309267e-06, + 2.7449427761894185e-06, + 2.7249839149590116e-06, + 2.7050664357375354e-06, + 2.685434537852416e-06, + 2.6663276457838947e-06, + 2.6475222512090113e-06, + 2.628658421599539e-06, + 2.609734110592399e-06, + 2.590393933132873e-06, + 2.570753622421762e-06, + 2.5507652026135474e-06, + 2.5307413125119638e-06, + 2.511098045943072e-06, + 2.4917148948588874e-06, + 2.472660071362043e-06, + 2.4539292553527048e-06, + 2.435747546769562e-06, + 2.417891209915979e-06, + 2.4003509224712616e-06, + 2.383117134741042e-06, + 2.3662053081352497e-06, + 2.349582473470946e-06, + 2.333344355065492e-06, + 2.3175141450337833e-06, + 2.30189971262007e-06, + 2.2864071524963947e-06, + 2.2714432361681247e-06, + 2.2567135147255613e-06, + 2.2423228074330837e-06, + 2.2285285012912937e-06, + 2.214935420852271e-06, + 2.2014492060407065e-06, + 2.1880991880607326e-06, + 2.1753719465777976e-06, + 2.163411181754782e-06, + 2.151285798390745e-06, + 2.139388925570529e-06, + 2.1276036932249554e-06, + 2.115618599418667e-06, + 2.1039211333118146e-06, + 2.0924624095641775e-06, + 2.081150114463526e-06, + 2.0694640170404455e-06, + 2.0577872419380583e-06, + 2.04589196073357e-06, + 2.034060798905557e-06, + 2.0225511434546206e-06, + 2.0111965568503365e-06, + 2.0000636595796095e-06, + 1.9889650957338745e-06, + 1.9779367903538514e-06, + 1.9670512756420067e-06, + 1.9563080968509894e-06, + 1.9457047528703697e-06, + 1.935237833095016e-06, + 1.9249050637881737e-06, + 1.9145697933709016e-06, + 1.9043669681195752e-06, + 1.8942320139103686e-06, + 1.884225639514625e-06, + 1.87468140211422e-06, + 1.865347030616249e-06, + 1.8564334141046857e-06, + 1.8479644268154516e-06, + 1.8397290659777354e-06, + 1.8315349734621122e-06, + 1.8234253502669162e-06, + 1.8153989458369324e-06, + 1.8074402987622307e-06, + 1.7993535266214167e-06, + 1.7912639123096596e-06, + 1.782975687092403e-06, + 1.7747036054061027e-06, + 1.7662845266386284e-06, + 1.7578305460119736e-06, + 1.7494725170763559e-06, + 1.7412083934686962e-06, + 1.7331174149148865e-06, + 1.7257625586353242e-06, + 1.7185158185384353e-06, + 1.7113395642809337e-06, + 1.70423277268128e-06, + 1.697194306871097e-06, + 1.6902231436688453e-06, + 1.6833849940667278e-06, + 1.6766855424066307e-06, + 1.6699735851943842e-06, + 1.6628830508125247e-06, + 1.6557104345338303e-06, + 1.648510760787758e-06, + 1.6413889625255251e-06, + 1.6343394690920832e-06, + 1.6273612573058927e-06, + 1.6206034842980443e-06, + 1.6139071021825657e-06, + 1.6073473716460285e-06, + 1.6008866623451468e-06, + 1.5946133089528303e-06, + 1.5883969126662123e-06, + 1.5822330396986217e-06, + 1.5761761460453272e-06, + 1.5701731399531127e-06, + 1.5641713844161131e-06, + 1.558105736876314e-06, + 1.5521623026870657e-06, + 1.5462376268260414e-06, + 1.540339894745557e-06, + 1.5344038502007606e-06, + 1.5285212384696933e-06, + 1.5226636378429248e-06, + 1.5168386653385824e-06, + 1.5110921367522678e-06, + 1.5057217979119741e-06, + 1.5010290326245013e-06, + 1.4965785339882132e-06, + 1.4925265077181393e-06, + 1.488536781835137e-06, + 1.4846602880425053e-06, + 1.4807802699579042e-06, + 1.4767449556529755e-06, + 1.4725100072610076e-06, + 1.4680375670650392e-06, + 1.4632601050834637e-06, + 1.4583443999072188e-06, + 1.4533867442878545e-06, + 1.4482162669082754e-06, + 1.4431374211199e-06, + 1.4380589163920376e-06, + 1.4329742725749384e-06, + 1.4279551123763667e-06, + 1.4229663065634668e-06, + 1.4180359357851557e-06, + 1.4131763919067453e-06, + 1.4083076393944793e-06, + 1.4034779951543896e-06, + 1.3986866633786121e-06, + 1.3938838492322247e-06, + 1.3890842183172936e-06, + 1.3843230135535123e-06, + 1.3795636277791345e-06, + 1.3748424407822313e-06, + 1.3700993122256477e-06, + 1.3653653923029196e-06, + 1.3606697848445037e-06, + 1.3560118077293737e-06, + 1.351391233583854e-06, + 1.3468072666000808e-06, + 1.3422596794043784e-06, + 1.3377479035625583e-06, + 1.3332776234165067e-06, + 1.3288574791658903e-06, + 1.3245091849967139e-06, + 1.3201939736973145e-06, + 1.315911504207179e-06, + 1.3117042954036151e-06, + 1.3076291907054838e-06, + 1.303583303524647e-06, + 1.299566406487429e-06, + 1.2956197679159231e-06, + 1.2916949572172598e-06, + 1.2877479775852407e-06, + 1.2838884231314296e-06, + 1.2801416460206383e-06, + 1.2764157872879878e-06, + 1.2726911791105522e-06, + 1.2689596360360156e-06, + 1.2652532177526155e-06, + 1.2615715831998386e-06, + 1.2579504300447297e-06, + 1.2543844150059158e-06, + 1.2508287454693345e-06, + 1.2472050912037957e-06, + 1.2435715461833752e-06, + 1.2399624438330648e-06, + 1.2363407222437672e-06, + 1.2327435570114176e-06, + 1.2291703797018272e-06, + 1.2255841284058988e-06, + 1.2220015150887775e-06, + 1.2184138995507965e-06, + 1.2148194628025522e-06, + 1.2112496960980934e-06, + 1.207704258376907e-06, + 1.2041829222653178e-06, + 1.2006853467028122e-06, + 1.1972114180025528e-06, + 1.1937606814171886e-06, + 1.1903659924428212e-06, + 1.1870549769810168e-06, + 1.1837954616567004e-06, + 1.1805766462202882e-06, + 1.1773780670409906e-06, + 1.1741993830582942e-06, + 1.1710403668985236e-06, + 1.1679009048748412e-06, + 1.1647806559267337e-06, + 1.1616796200542012e-06, + 1.1585665333768702e-06, + 1.1553754575288622e-06, + 1.1522047316248063e-06, + 1.1490584483908606e-06, + 1.1459466122687445e-06, + 1.142892983807542e-06, + 1.13986027372448e-06, + 1.136870537266077e-06, + 1.1338988770148717e-06, + 1.1310162335576024e-06, + 1.128166331909597e-06, + 1.1253544016653905e-06, + 1.1225585012653028e-06, + 1.1197481626368244e-06, + 1.1169482831974165e-06, + 1.11418376036454e-06, + 1.111434926315269e-06, + 1.1086787026215461e-06, + 1.1059379403377534e-06, + 1.1031302165065426e-06, + 1.100338749893126e-06, + 1.097543417927227e-06, + 1.0947642294922844e-06, + 1.092001298275136e-06, + 1.08925371478108e-06, + 1.0864678188227117e-06, + 1.0836984074558131e-06, + 1.0809453669935465e-06, + 1.0782083563753986e-06, + 1.0754872619145317e-06, + 1.0727821972977836e-06, + 1.0700927077778033e-06, + 1.0674187933545909e-06, + 1.0647603403413086e-06, + 1.062117121364281e-06, + 1.0594890227366704e-06, + 1.0568758170848014e-06, + 1.0542775044086738e-06, + 1.0516939710214501e-06, + 1.049124875862617e-06, + 1.0465703326190123e-06, + 1.0440301139169605e-06, + 1.041504106069624e-06, + 1.0389921953901649e-06, + 1.0364941545049078e-06, + 1.0340099834138528e-06, + 1.0315394547433243e-06, + 1.0290825684933225e-06, + 1.0266390972901718e-06, + 1.0242090411338722e-06, + 1.0217921726507484e-06, + 1.0193884918408003e-06, + 1.0169977713303524e-06, + 1.014619897432567e-06, + 1.0122548701474443e-06, + 1.0099024621013086e-06, + 1.00756267329416e-06, + 1.0052352763523231e-06, + 1.002930389404355e-06, + 1.0006375532611855e-06, + 9.983567679228145e-07, + 9.960879197024042e-07, + 9.938310085999547e-07, + 9.915856935549527e-07, + 9.893520882542362e-07, + 9.871300790109672e-07, + 9.849194384514703e-07, + 9.827201665757457e-07, + 9.805321496969555e-07, + 9.78345838120731e-07, + 9.761706678546034e-07, + 9.740066388985724e-07, + 9.718535238789627e-07, + 9.69711436482612e-07, + 9.67580149335845e-07, + 9.654595487518236e-07, + 9.633496347305481e-07, + 9.612502935851808e-07, + 9.591615253157215e-07, + 9.57083102548495e-07, + 9.55015025283501e-07, + 9.529571229904832e-07, + 9.509093956694414e-07, + 9.488718433203758e-07, + 9.468441817261919e-07, + 9.448265245737275e-07, + 9.428186444893072e-07, + 9.408205983163498e-07 + ], + "training_efficiencies": [ + 0.00032894735340960324, + 0.00023595537641085684, + 0.00017136966926045716, + 0.00013100715295877308, + 0.00010934774036286399, + 9.1287620307412e-05, + 7.852595445001498e-05, + 6.835555541329086e-05, + 5.964404408587143e-05, + 5.35096951352898e-05, + 4.825105133932084e-05, + 4.4039836211595684e-05, + 4.0642014937475324e-05, + 3.7819441786268726e-05, + 3.5821180063067004e-05, + 3.410772478673607e-05, + 3.255935007473454e-05, + 3.121456393273547e-05, + 3.00215688184835e-05, + 2.8922057026647963e-05, + 2.7925774702453054e-05, + 2.7004512958228588e-05, + 2.6299863748135976e-05, + 2.566393231973052e-05, + 2.5050183467101306e-05, + 2.4470495191053487e-05, + 2.3920943931443617e-05, + 2.3400054487865418e-05, + 2.290471275046002e-05, + 2.2394664483726956e-05, + 2.1857469619135372e-05, + 2.1331259631551802e-05, + 2.0760822735610418e-05, + 2.0230072550475597e-05, + 1.987059658858925e-05, + 1.9525534298736602e-05, + 1.9194369087927043e-05, + 1.8875889509217814e-05, + 1.8569664462120272e-05, + 1.8274664398632012e-05, + 1.7990525520872325e-05, + 1.7712709450279362e-05, + 1.7396820112480782e-05, + 1.7187301637022756e-05, + 1.6983089153654873e-05, + 1.6783844330348074e-05, + 1.6625730495434254e-05, + 1.649274054216221e-05, + 1.6335823602275923e-05, + 1.6154257536982186e-05, + 1.59620976774022e-05, + 1.5775029169162735e-05, + 1.5581617844873108e-05, + 1.5373592759715393e-05, + 1.516830252512591e-05, + 1.4954818652768154e-05, + 1.4949036085454281e-05, + 1.4932873455109075e-05, + 1.4890895727148745e-05, + 1.4819863281445578e-05, + 1.4732930139871314e-05, + 1.461592546547763e-05, + 1.4475235730060376e-05, + 1.4311208360595629e-05, + 1.4127600479696412e-05, + 1.3951846085547004e-05, + 1.3784873772237916e-05, + 1.36249664137722e-05, + 1.3471930287778378e-05, + 1.332381089014234e-05, + 1.3168132682039868e-05, + 1.301159500144422e-05, + 1.2849681297666393e-05, + 1.2689540199062321e-05, + 1.2530976164271124e-05, + 1.2379997315292712e-05, + 1.2229251296957955e-05, + 1.2080221495125443e-05, + 1.1932973393413704e-05, + 1.1806036127381958e-05, + 1.1698080925270915e-05, + 1.1602905942709185e-05, + 1.1509445357660297e-05, + 1.141543634730624e-05, + 1.1325469131406862e-05, + 1.1241920219617896e-05, + 1.1160468602611218e-05, + 1.1078639545303304e-05, + 1.1000784979842138e-05, + 1.0931884389719926e-05, + 1.0863687748496886e-05, + 1.079688809113577e-05, + 1.0728133020165842e-05, + 1.0652699529600795e-05, + 1.0573724466667045e-05, + 1.0494418347661849e-05, + 1.0410432878416032e-05, + 1.0323518836230505e-05, + 1.0230751286144368e-05, + 1.0134313015441876e-05, + 1.0033303624368273e-05, + 9.930364285537507e-06, + 9.828862857830245e-06, + 9.729338671604637e-06, + 9.637203220336232e-06, + 9.54937786445953e-06, + 9.465225957683288e-06, + 9.383465112478007e-06, + 9.305546882387716e-06, + 9.229339411831461e-06, + 9.155146472039632e-06, + 9.08200854610186e-06, + 9.01005114428699e-06, + 8.93747346708551e-06, + 8.867479664331768e-06, + 8.801291187410243e-06, + 8.737240023037884e-06, + 8.6733298303443e-06, + 8.61032913235249e-06, + 8.549021004000679e-06, + 8.488675121043343e-06, + 8.428149158135056e-06, + 8.367424015887082e-06, + 8.305371011374518e-06, + 8.24235121399397e-06, + 8.178220014087856e-06, + 8.11397057987051e-06, + 8.050937140069436e-06, + 7.988743163878098e-06, + 7.927599654067308e-06, + 7.867502063163556e-06, + 7.809162525518332e-06, + 7.751872544758953e-06, + 7.69559119362384e-06, + 7.64030028221896e-06, + 7.586037099827081e-06, + 7.532707058999222e-06, + 7.480607564502861e-06, + 7.429821835103212e-06, + 7.379723683698103e-06, + 7.3300229814776685e-06, + 7.282013484655181e-06, + 7.234759777929867e-06, + 7.1885910983837675e-06, + 7.144332812458742e-06, + 7.100723905750783e-06, + 7.057454695313936e-06, + 7.014626589807449e-06, + 6.9737939156766515e-06, + 6.9354232437035535e-06, + 6.896522791066673e-06, + 6.858358119643526e-06, + 6.820549060648773e-06, + 6.782102445868077e-06, + 6.744575330230873e-06, + 6.70781810185872e-06, + 6.671527899015928e-06, + 6.634041255892953e-06, + 6.596583716600435e-06, + 6.558421318914043e-06, + 6.520468559756409e-06, + 6.483544893853832e-06, + 6.447120995289879e-06, + 6.4114069573406596e-06, + 6.375805241987109e-06, + 6.340427717077546e-06, + 6.305509941739729e-06, + 6.2710478232475e-06, + 6.2370359046326485e-06, + 6.203460543474648e-06, + 6.170316737552639e-06, + 6.137164291430963e-06, + 6.104438398324419e-06, + 6.071928964956896e-06, + 6.0398338064260315e-06, + 6.009219305269653e-06, + 5.979276465950534e-06, + 5.950685135758249e-06, + 5.923518983763643e-06, + 5.8971040743927006e-06, + 5.870820132258814e-06, + 5.844808583788108e-06, + 5.81906260777032e-06, + 5.79353627472301e-06, + 5.767597031081095e-06, + 5.741650966228917e-06, + 5.7150668908434454e-06, + 5.6885355661506765e-06, + 5.6615317589603364e-06, + 5.634417448163731e-06, + 5.607609182334272e-06, + 5.5811019592511e-06, + 5.555151346925413e-06, + 5.531559963856125e-06, + 5.508317372004967e-06, + 5.485299425345147e-06, + 5.462506123876665e-06, + 5.439931101136608e-06, + 5.417572992882924e-06, + 5.39564052814967e-06, + 5.3741541705676354e-06, + 5.352626885724021e-06, + 5.329886789695593e-06, + 5.306882485456299e-06, + 5.283792688715039e-06, + 5.2609516387747135e-06, + 5.238344328972744e-06, + 5.2159639380988665e-06, + 5.194290224608267e-06, + 5.172813871467952e-06, + 5.151774985279189e-06, + 5.1310548769833986e-06, + 5.110934580443427e-06, + 5.090998911327915e-06, + 5.07123058923753e-06, + 5.051806510891765e-06, + 5.032553872297285e-06, + 5.0133066906710155e-06, + 4.993853963242145e-06, + 4.974794137524441e-06, + 4.955793428962352e-06, + 4.936880486638984e-06, + 4.917843398288824e-06, + 4.898976385447895e-06, + 4.880191681877477e-06, + 4.86151020595571e-06, + 4.843082024308387e-06, + 4.825859377888264e-06, + 4.8108099690580275e-06, + 4.796537268703105e-06, + 4.783543317898875e-06, + 4.7707485464343335e-06, + 4.758318027597852e-06, + 4.745874775835546e-06, + 4.7329344852187205e-06, + 4.719353910331847e-06, + 4.705011633632239e-06, + 4.689691195380874e-06, + 4.6739282879570965e-06, + 4.658029865822755e-06, + 4.641448413167382e-06, + 4.625161636795383e-06, + 4.608875315170735e-06, + 4.59256989415735e-06, + 4.576474111672724e-06, + 4.56047700936324e-06, + 4.544665898720268e-06, + 4.529083071247442e-06, + 4.513470230449457e-06, + 4.497983354667667e-06, + 4.482618805923266e-06, + 4.467218332138145e-06, + 4.451826953300042e-06, + 4.436560175236082e-06, + 4.421298399392981e-06, + 4.406158950587269e-06, + 4.390949015942169e-06, + 4.375769094622228e-06, + 4.360711955087027e-06, + 4.34577532359981e-06, + 4.330959200160578e-06, + 4.316260401537875e-06, + 4.301678472984349e-06, + 4.2872106860158965e-06, + 4.272877049515955e-06, + 4.258703484083526e-06, + 4.244760930305347e-06, + 4.2309238779125735e-06, + 4.217192781652557e-06, + 4.203701791993808e-06, + 4.190635536360787e-06, + 4.177662503934698e-06, + 4.164781785220839e-06, + 4.15212662119302e-06, + 4.139541943004588e-06, + 4.126886324229417e-06, + 4.114510375075042e-06, + 4.102496404811973e-06, + 4.0905497371568345e-06, + 4.078607162227854e-06, + 4.0666418499313295e-06, + 4.054757482663263e-06, + 4.042952696181601e-06, + 4.031342086818768e-06, + 4.0199079194280785e-06, + 4.008507403341355e-06, + 3.996888608526206e-06, + 3.9852379813964944e-06, + 3.973666025558487e-06, + 3.962053142458899e-06, + 3.9505193853983656e-06, + 3.939062025892781e-06, + 3.927563284378266e-06, + 3.916075911547523e-06, + 3.90457307730685e-06, + 3.893047960445983e-06, + 3.881602424371522e-06, + 3.870234650094062e-06, + 3.858944182866253e-06, + 3.847730113193393e-06, + 3.83659153158078e-06, + 3.825527528533712e-06, + 3.8146440601849463e-06, + 3.8040282106521772e-06, + 3.7935772070341045e-06, + 3.783257170653087e-06, + 3.7730017083958955e-06, + 3.7628101381415036e-06, + 3.752681323021534e-06, + 3.7426157177833375e-06, + 3.7326119581848616e-06, + 3.7226695894787554e-06, + 3.712688112500473e-06, + 3.7024572066002293e-06, + 3.692291102197487e-06, + 3.682204123833799e-06, + 3.6722271943290252e-06, + 3.6624369386117905e-06, + 3.6527137581288116e-06, + 3.6431279113458004e-06, + 3.6336002722237026e-06, + 3.6243577596906107e-06, + 3.6152207485429244e-06, + 3.6062053823116003e-06, + 3.5972414025309263e-06, + 3.588231038520462e-06, + 3.5792545531876385e-06, + 3.5703910725715104e-06, + 3.5615780689113308e-06, + 3.5527411910152296e-06, + 3.5439545627014013e-06, + 3.5349526115169283e-06, + 3.526003411025158e-06, + 3.5170410228602123e-06, + 3.508131385387969e-06, + 3.4992733617400518e-06, + 3.4904642234323546e-06, + 3.481532758087269e-06, + 3.472653816061211e-06, + 3.46382739735418e-06, + 3.4550523650977993e-06, + 3.4463289466657443e-06, + 3.4376560051896377e-06, + 3.429033768043155e-06, + 3.4204610983579187e-06, + 3.411937996133929e-06, + 3.40346377925016e-06, + 3.3950382203329355e-06, + 3.3866606372612296e-06, + 3.3783308026613668e-06, + 3.3700480344123207e-06, + 3.361811650393065e-06, + 3.3536216506036e-06, + 3.3454778076702496e-06, + 3.337379439471988e-06, + 3.3293263186351396e-06, + 3.3213179904123535e-06, + 3.313354000056279e-06, + 3.3054341201932402e-06, + 3.2975572139548603e-06, + 3.28972373608849e-06, + 3.281933459220454e-06, + 3.2741854738560505e-06, + 3.2664793252479285e-06, + 3.258815013396088e-06, + 3.2511920835531782e-06, + 3.2436103083455237e-06, + 3.2360687782784225e-06, + 3.2285672659781994e-06, + 3.2211062261922052e-06, + 3.2137168091139756e-06, + 3.2063665003079223e-06, + 3.1990548450266942e-06, + 3.191781615896616e-06, + 3.1845461307966616e-06, + 3.1773483897268306e-06, + 3.170187710566097e-06, + 3.163064320688136e-06, + 3.1559775379719213e-06, + 3.148927362417453e-06, + 3.1419131119037047e-06, + 3.134904318358167e-06, + 3.127931222479674e-06, + 3.1209938242682256e-06, + 3.114091668976471e-06, + 3.1072245292307343e-06, + 3.100391950283665e-06, + 3.0935939321352635e-06, + 3.0868302474118536e-06, + 3.080100441366085e-06, + 3.0734042866242817e-06, + 3.066741328439093e-06, + 3.0601115668105194e-06, + 3.0535145469912095e-06, + 3.046950496354839e-06, + 3.0404182780330302e-06, + 3.0339188015204854e-06, + 3.0274504752014764e-06, + 3.021014208570705e-06, + 3.014609092133469e-06 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8715378046035767, + 1.0, + 1.0, + 0.989909291267395, + 0.9933716654777527, + 1.0, + 1.0, + 1.0, + 0.8252341747283936, + 0.9593342542648315, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.7169966697692871, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.6868176460266113, + 1.0, + 1.0, + 0.8108007907867432, + 0.8535804748535156, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.027421236038208008, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9869779944419861, + 0.9787495136260986, + 0.9850704669952393, + 0.9837442636489868, + 0.9936689734458923, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815446138381958, + 1.0, + 1.0, + 1.0, + 0.8866108059883118, + 0.8706916570663452, + 0.8995188474655151, + 1.0, + 1.0, + 0.9744831323623657, + 0.9448301196098328, + 0.990682065486908, + 1.0, + 0.9665616750717163, + 0.8979313373565674, + 1.0, + 0.992608368396759, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9486710429191589, + 0.9751845598220825, + 0.9795777201652527, + 0.9923970699310303, + 0.972939133644104, + 0.9976625442504883, + 0.9929593205451965, + 1.0, + 1.0, + 1.0, + 0.9830290079116821, + 0.9632731676101685, + 0.9848219752311707, + 1.0, + 1.0, + 0.9901096224784851, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886719584465027, + 1.0, + 1.0, + 1.0, + 0.9986065030097961, + 1.0, + 0.9936015605926514, + 0.9912611842155457, + 1.0, + 1.0, + 0.9816001057624817, + 1.0, + 0.9922927021980286, + 0.973129391670227, + 1.0, + 1.0, + 1.0, + 0.9669997692108154, + 0.9524939656257629, + 1.0, + 0.9941748380661011, + 1.0, + 1.0, + 0.9890701770782471, + 0.9924153685569763, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9863213300704956, + 1.0, + 0.9937009215354919, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9656997919082642, + 0.9898025393486023, + 0.9660386443138123, + 0.9606116414070129, + 0.9827264547348022, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990055501461029, + 0.9186097383499146, + 0.9950907230377197, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9903011322021484, + 0.9888814687728882, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994058609008789, + 1.0, + 1.0, + 0.9781175851821899, + 1.0, + 0.9891300797462463, + 0.9943041801452637, + 0.9800674915313721, + 1.0, + 1.0, + 0.991520345211029, + 1.0, + 1.0, + 1.0, + 0.9887268543243408, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953993558883667, + 0.9425402283668518, + 0.8805484771728516, + 0.9548444151878357, + 0.9161454439163208, + 0.9903645515441895, + 0.9771530628204346, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9904298186302185, + 1.0, + 1.0, + 0.995284378528595, + 1.0, + 0.9963960647583008, + 0.9935675859451294, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986528754234314, + 0.99651700258255, + 0.9913629293441772, + 1.0, + 1.0, + 0.9898814558982849, + 0.9757062196731567, + 1.0, + 1.0, + 0.9895235300064087, + 1.0, + 1.0, + 0.9847465753555298, + 0.9774326086044312, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9901663661003113, + 0.9912626147270203, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9903057217597961, + 0.9817765355110168, + 0.9907553791999817, + 0.9937375783920288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985840320587158, + 0.9953309297561646, + 0.9874126315116882, + 0.9992682933807373, + 0.9918836951255798, + 1.0, + 0.9758156538009644, + 0.99437415599823, + 0.9923920631408691, + 1.0, + 1.0, + 1.0, + 0.9929860830307007, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956369400024414, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 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": [ + 3040.0, + 6240.0, + 9280.0, + 12480.0, + 15520.0, + 18720.0, + 21760.0, + 24960.0, + 28000.0, + 31200.0, + 34240.0, + 37440.0, + 40480.0, + 43680.0, + 46720.0, + 49920.0, + 53120.0, + 56160.0, + 59360.0, + 62400.0, + 65600.0, + 68640.0, + 71840.0, + 74880.0, + 78080.0, + 81120.0, + 84320.0, + 87360.0, + 90560.0, + 93600.0, + 96800.0, + 100000.0, + 103040.0, + 106240.0, + 109280.0, + 112480.0, + 115520.0, + 118720.0, + 121760.0, + 124960.0, + 128000.0, + 131200.0, + 134240.0, + 137440.0, + 140480.0, + 143680.0, + 146720.0, + 149920.0, + 153120.0, + 156160.0, + 159360.0, + 162400.0, + 165600.0, + 168640.0, + 171840.0, + 174880.0, + 178080.0, + 181120.0, + 184320.0, + 187360.0, + 190560.0, + 193600.0, + 196800.0, + 200000.0, + 203040.0, + 206240.0, + 209280.0, + 212480.0, + 215520.0, + 218720.0, + 221760.0, + 224960.0, + 228000.0, + 231200.0, + 234240.0, + 237440.0, + 240480.0, + 243680.0, + 246720.0, + 249920.0, + 253120.0, + 256160.0, + 259360.0, + 262400.0, + 265600.0, + 268640.0, + 271840.0, + 274880.0, + 278080.0, + 281120.0, + 284320.0, + 287360.0, + 290560.0, + 293600.0, + 296800.0, + 300000.0, + 303040.0, + 306240.0, + 309280.0, + 312480.0, + 315520.0, + 318720.0, + 321760.0, + 324960.0, + 328000.0, + 331200.0, + 334240.0, + 337440.0, + 340480.0, + 343680.0, + 346720.0, + 349920.0, + 353120.0, + 356160.0, + 359360.0, + 362400.0, + 365600.0, + 368640.0, + 371840.0, + 374880.0, + 378080.0, + 381120.0, + 384320.0, + 387360.0, + 390560.0, + 393600.0, + 396800.0, + 400000.0, + 403040.0, + 406240.0, + 409280.0, + 412480.0, + 415520.0, + 418720.0, + 421760.0, + 424960.0, + 428000.0, + 431200.0, + 434240.0, + 437440.0, + 440480.0, + 443680.0, + 446720.0, + 449920.0, + 453120.0, + 456160.0, + 459360.0, + 462400.0, + 465600.0, + 468640.0, + 471840.0, + 474880.0, + 478080.0, + 481120.0, + 484320.0, + 487360.0, + 490560.0, + 493600.0, + 496800.0, + 500000.0, + 503040.0, + 506240.0, + 509280.0, + 512480.0, + 515520.0, + 518720.0, + 521760.0, + 524960.0, + 528000.0, + 531200.0, + 534240.0, + 537440.0, + 540480.0, + 543680.0, + 546720.0, + 549920.0, + 553120.0, + 556160.0, + 559360.0, + 562400.0, + 565600.0, + 568640.0, + 571840.0, + 574880.0, + 578080.0, + 581120.0, + 584320.0, + 587360.0, + 590560.0, + 593600.0, + 596800.0, + 600000.0, + 603040.0, + 606240.0, + 609280.0, + 612480.0, + 615520.0, + 618720.0, + 621760.0, + 624960.0, + 628000.0, + 631200.0, + 634240.0, + 637440.0, + 640480.0, + 643680.0, + 646720.0, + 649920.0, + 653120.0, + 656160.0, + 659360.0, + 662400.0, + 665600.0, + 668640.0, + 671840.0, + 674880.0, + 678080.0, + 681120.0, + 684320.0, + 687360.0, + 690560.0, + 693600.0, + 696800.0, + 700000.0, + 703040.0, + 706240.0, + 709280.0, + 712480.0, + 715520.0, + 718720.0, + 721760.0, + 724960.0, + 728000.0, + 731200.0, + 734240.0, + 737440.0, + 740480.0, + 743680.0, + 746720.0, + 749920.0, + 753120.0, + 756160.0, + 759360.0, + 762400.0, + 765600.0, + 768640.0, + 771840.0, + 774880.0, + 778080.0, + 781120.0, + 784320.0, + 787360.0, + 790560.0, + 793600.0, + 796800.0, + 800000.0, + 803040.0, + 806240.0, + 809280.0, + 812480.0, + 815520.0, + 818720.0, + 821760.0, + 824960.0, + 828000.0, + 831200.0, + 834240.0, + 837440.0, + 840480.0, + 843680.0, + 846720.0, + 849920.0, + 853120.0, + 856160.0, + 859360.0, + 862400.0, + 865600.0, + 868640.0, + 871840.0, + 874880.0, + 878080.0, + 881120.0, + 884320.0, + 887360.0, + 890560.0, + 893600.0, + 896800.0, + 900000.0, + 903040.0, + 906240.0, + 909280.0, + 912480.0, + 915520.0, + 918720.0, + 921760.0, + 924960.0, + 928000.0, + 931200.0, + 934240.0, + 937440.0, + 940480.0, + 943680.0, + 946720.0, + 949920.0, + 953120.0, + 956160.0, + 959360.0, + 962400.0, + 965600.0, + 968640.0, + 971840.0, + 974880.0, + 978080.0, + 981120.0, + 984320.0, + 987360.0, + 990560.0, + 993600.0, + 996800.0, + 1000000.0, + 1003040.0, + 1006240.0, + 1009280.0, + 1012480.0, + 1015520.0, + 1018720.0, + 1021760.0, + 1024960.0, + 1028000.0, + 1031200.0, + 1034240.0, + 1037440.0, + 1040480.0, + 1043680.0, + 1046720.0, + 1049920.0, + 1053120.0, + 1056160.0, + 1059360.0, + 1062400.0, + 1065600.0, + 1068640.0, + 1071840.0, + 1074880.0, + 1078080.0, + 1081120.0, + 1084320.0, + 1087360.0, + 1090560.0, + 1093600.0, + 1096800.0, + 1100000.0, + 1103040.0, + 1106240.0, + 1109280.0, + 1112480.0, + 1115520.0, + 1118720.0, + 1121760.0, + 1124960.0, + 1128000.0, + 1131200.0, + 1134240.0, + 1137440.0, + 1140480.0, + 1143680.0, + 1146720.0, + 1149920.0, + 1153120.0, + 1156160.0, + 1159360.0, + 1162400.0, + 1165600.0, + 1168640.0, + 1171840.0, + 1174880.0, + 1178080.0, + 1181120.0, + 1184320.0, + 1187360.0, + 1190560.0, + 1193600.0, + 1196800.0, + 1200000.0, + 1203040.0, + 1206240.0, + 1209280.0, + 1212480.0, + 1215520.0, + 1218720.0, + 1221760.0, + 1224960.0, + 1228000.0, + 1231200.0, + 1234240.0, + 1237440.0, + 1240480.0, + 1243680.0, + 1246720.0, + 1249920.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_df_eval.csv b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..9dff7069f6fb4d3a150e8dbbdaa901ff2dac473c --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_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 +26.9,26.9,-0.00698667,476.1905,10000.0,21.0,625.0,,3040.0,0.00056861376,0.4,1.353629 +62.11,44.505,0.03481884,500.0,20000.0,40.0,1250.0,,6240.0,0.00056715455,0.4,0.8979587 +38.91,42.64,-0.008717834,517.2414,30000.0,58.0,1875.0,,9280.0,0.00056576834,0.4,1.5841342 +102.26,57.545,0.002781457,506.3291,40000.0,79.0,2500.0,,12480.0,0.0005643091,0.4,1.8858169 +120.31,70.098,0.009873196,515.4639,50000.0,97.0,3125.0,,15520.0,0.00056292285,0.4,1.617899 +175.61,87.68333,-0.006451685,517.2414,60000.0,116.0,3750.0,,18720.0,0.0005614637,0.4,2.3083549 +122.07,92.59571,0.017042432,522.38806,70000.0,134.0,4375.0,,21760.0,0.00056007743,0.4,2.186976 +134.12,97.78625,0.016259244,522.8758,80000.0,153.0,5000.0,,24960.0,0.0005586182,0.4,1.7700758 +230.78,112.563324,0.03513402,526.3158,90000.0,171.0,5625.0,,28000.0,0.000557232,0.4,2.0555654 +240.47,125.35399,0.042000737,523.5602,100000.0,191.0,6250.0,,31200.0,0.0005557728,0.4,2.7405193 +191.52,131.36908,-0.0006896501,526.3158,110000.0,209.0,6875.0,,34240.0,0.0005543866,0.4,3.4189386 +212.75,138.15083,-0.0024380495,526.3158,120000.0,228.0,7500.0,,37440.0,0.0005529274,0.4,3.1776762 +311.76,151.50539,0.017202133,528.45526,130000.0,246.0,8125.0,,40480.0,0.0005515411,0.4,3.4187822 +370.88,167.175,0.0037476264,526.3158,140000.0,266.0,8750.0,,43680.0,0.0005500819,0.4,3.366952 +428.6,184.60333,-0.017135395,528.169,150000.0,284.0,9375.0,,46720.0,0.0005486957,0.4,3.3644881 +529.49,206.15875,-0.0066274973,528.0528,160000.0,303.0,10000.0,,49920.0,0.0005472365,0.4,3.4189386 +582.72,228.30942,-0.0019397499,527.9503,170000.0,322.0,10625.0,,53120.0,0.00054577726,0.4,3.4189386 +676.05,253.1839,-0.011288066,529.41174,180000.0,340.0,11250.0,,56160.0,0.00054439105,0.4,3.354607 +685.51,275.9379,-0.017660676,529.2479,190000.0,359.0,11875.0,,59360.0,0.00054293184,0.4,3.4189386 +675.87,295.9345,-0.0013803215,529.1005,200000.0,378.0,12500.0,,62400.0,0.0005415456,0.4,3.3565392 +622.63,311.49146,0.00884847,528.9672,210000.0,397.0,13125.0,,65600.0,0.0005400864,0.4,3.4189386 +560.32,322.80182,-0.0013622417,530.1205,220000.0,415.0,13750.0,,68640.0,0.00053870014,0.4,3.4189386 +577.06,333.85654,0.003012746,529.9539,230000.0,434.0,14375.0,,71840.0,0.00053724094,0.4,3.4189386 +563.49,343.42456,-0.015949434,529.80133,240000.0,453.0,15000.0,,74880.0,0.0005358547,0.4,3.4189386 +459.22,348.05637,-0.0122772055,529.661,250000.0,472.0,15625.0,,78080.0,0.0005343955,0.4,3.4189386 +485.29,353.3346,-0.018353287,530.61224,260000.0,490.0,16250.0,,81120.0,0.0005330093,0.4,3.4189386 +514.38,359.29922,-0.022043027,529.41174,270000.0,510.0,16875.0,,84320.0,0.0005315501,0.4,3.4189386 +596.03,367.7539,-0.006912394,530.30304,280000.0,528.0,17500.0,,87360.0,0.0005301638,0.4,3.4189386 +565.83,374.5841,-0.023576122,530.16455,290000.0,547.0,18125.0,,90560.0,0.00052870467,0.4,3.4189386 +585.76,381.62332,-0.0076520494,530.97345,300000.0,565.0,18750.0,,93600.0,0.0005273184,0.4,3.4189386 +613.89,389.11578,-0.004902714,529.91455,310000.0,585.0,19375.0,,96800.0,0.0005258592,0.4,3.4189386 +710.42,399.15656,0.0062163444,529.80133,320000.0,604.0,20000.0,,100000.0,0.0005244,0.4,3.4189386 +730.08,409.18454,-0.010745661,530.54663,330000.0,622.0,20625.0,,103040.0,0.00052301376,0.4,3.4189386 +724.18,418.4491,0.005217849,530.4212,340000.0,641.0,21250.0,,106240.0,0.00052155455,0.4,3.4189386 +728.77,427.3154,-0.015324806,531.1077,350000.0,659.0,21875.0,,109280.0,0.00052016834,0.4,3.4189386 +739.8,435.9955,-0.026388664,530.19147,360000.0,679.0,22500.0,,112480.0,0.00051870913,0.4,3.4189386 +791.78,445.61133,-0.005483312,530.8465,370000.0,697.0,23125.0,,115520.0,0.00051732286,0.4,3.2897325 +839.8,455.98474,-0.018173639,529.986,380000.0,717.0,23750.0,,118720.0,0.0005158637,0.4,3.4189386 +829.22,465.5549,-0.019351432,530.61224,390000.0,735.0,24375.0,,121760.0,0.00051447743,0.4,3.4189386 +834.08,474.76797,-0.014554319,530.50397,400000.0,754.0,25000.0,,124960.0,0.0005130182,0.4,3.4189386 +879.89,484.64902,-0.025444089,530.40106,410000.0,773.0,25625.0,,128000.0,0.000511632,0.4,3.4189386 +907.9,494.7264,-0.01659363,530.97345,420000.0,791.0,26250.0,,131200.0,0.0005101728,0.4,3.4189386 +918.65,504.5851,-0.018731004,531.5204,430000.0,809.0,26875.0,,134240.0,0.0005087866,0.4,3.4189386 +948.66,514.67773,-0.011418514,530.75995,440000.0,829.0,27500.0,,137440.0,0.0005073274,0.4,3.4189386 +958.98,524.55115,-0.011443311,531.28687,450000.0,847.0,28125.0,,140480.0,0.0005059411,0.4,3.4189386 +961.06,534.04047,-0.0044413544,531.17786,460000.0,866.0,28750.0,,143680.0,0.0005044819,0.4,3.4189386 +950.79,542.9075,-0.020349873,531.0734,470000.0,885.0,29375.0,,146720.0,0.0005030957,0.4,3.4189386 +930.67,550.98584,-0.029625207,530.97345,480000.0,904.0,30000.0,,149920.0,0.0005016365,0.4,3.4189386 +865.43,557.4031,-0.013730486,530.87756,490000.0,923.0,30625.0,,153120.0,0.00050017727,0.4,3.4189386 +859.86,563.4522,-0.0082208635,531.3496,500000.0,941.0,31250.0,,156160.0,0.00049879105,0.4,3.3202477 +847.13,569.0145,-0.03886118,531.25,510000.0,960.0,31875.0,,159360.0,0.00049733184,0.4,3.37369 +826.99,573.9756,-0.020419618,531.6973,520000.0,978.0,32500.0,,162400.0,0.0004959456,0.4,3.4189386 +826.99,578.74945,-0.015250988,531.5948,530000.0,997.0,33125.0,,165600.0,0.0004944864,0.4,3.2494392 +826.99,583.3465,-0.011530716,531.49603,540000.0,1016.0,33750.0,,168640.0,0.00049310015,0.4,3.4126077 +848.82,588.1733,-0.0015399035,531.40094,550000.0,1035.0,34375.0,,171840.0,0.00049164094,0.4,3.22925 +851.25,592.8711,0.0026098664,531.81384,560000.0,1053.0,35000.0,,174880.0,0.0004902547,0.4,3.4189386 +854.98,597.4695,-0.016209526,531.71643,570000.0,1072.0,35625.0,,178080.0,0.0004887955,0.4,3.4189386 +889.1,602.4976,0.0020631335,531.6224,580000.0,1091.0,36250.0,,181120.0,0.00048740927,0.4,3.2889824 +899.23,607.52704,0.0057410737,531.53156,590000.0,1110.0,36875.0,,184320.0,0.0004859501,0.4,3.2281485 +904.98,612.48456,0.0038665798,531.9149,600000.0,1128.0,37500.0,,187360.0,0.00048456385,0.4,3.2133565 +900.51,617.2063,0.0052301497,531.3589,610000.0,1148.0,38125.0,,190560.0,0.00048310464,0.4,3.3195434 +903.36,621.8217,0.009763292,531.7324,620000.0,1166.0,38750.0,,193600.0,0.0004817184,0.4,2.9756556 +903.36,626.2905,-0.003269023,531.64557,630000.0,1185.0,39375.0,,196800.0,0.0004802592,0.4,3.2601905 +896.81,630.51733,-0.03062217,531.56146,640000.0,1204.0,40000.0,,200000.0,0.0004788,0.4,3.4070406 +884.56,634.42566,-0.007034348,531.48,650000.0,1223.0,40625.0,,203040.0,0.00047741376,0.4,3.4189386 +786.64,636.73193,-0.006601505,531.40094,660000.0,1242.0,41250.0,,206240.0,0.00047595456,0.4,3.4189386 +775.7,638.8061,-0.0109974565,531.74603,670000.0,1260.0,41875.0,,209280.0,0.0004745683,0.4,3.323051 +744.61,640.362,-0.014836282,531.66534,680000.0,1279.0,42500.0,,212480.0,0.00047310913,0.4,3.4073846 +732.21,641.6932,-0.0007089048,531.9969,690000.0,1297.0,43125.0,,215520.0,0.0004717229,0.4,3.203449 +713.35,642.71686,-0.015419768,531.9149,700000.0,1316.0,43750.0,,218720.0,0.00047026368,0.4,3.3013363 +701.98,643.5516,-0.0097121475,531.8352,710000.0,1335.0,44375.0,,221760.0,0.00046887744,0.4,3.4189386 +683.26,644.103,-0.012453422,531.75775,720000.0,1354.0,45000.0,,224960.0,0.00046741823,0.4,3.3988285 +706.93,644.9637,-0.031121803,532.06995,730000.0,1372.0,45625.0,,228000.0,0.000466032,0.4,3.4189386 +764.28,646.57605,-0.02239102,531.9914,740000.0,1391.0,46250.0,,231200.0,0.0004645728,0.4,3.4189386 +788.57,648.4693,-0.014764651,531.9149,750000.0,1410.0,46875.0,,234240.0,0.00046318656,0.4,3.4189386 +797.47,650.4299,-0.017971927,531.84045,760000.0,1429.0,47500.0,,237440.0,0.00046172735,0.4,3.4189386 +731.13,651.4779,-0.02045301,532.13544,770000.0,1447.0,48125.0,,240480.0,0.0004603411,0.4,3.4189386 +730.95,652.49677,-0.018021924,531.6973,780000.0,1467.0,48750.0,,243680.0,0.00045888193,0.4,3.4189386 +743.47,653.6483,-0.007484918,531.9865,790000.0,1485.0,49375.0,,246720.0,0.00045749568,0.4,3.4189386 +756.58,654.935,-0.026616395,531.9149,800000.0,1504.0,50000.0,,249920.0,0.00045603648,0.4,3.4189386 +787.04,656.5659,-0.016171722,531.84503,810000.0,1523.0,50625.0,,253120.0,0.00045457727,0.4,3.4189386 +765.65,657.8962,-0.030692508,531.7769,820000.0,1542.0,51250.0,,256160.0,0.00045319105,0.4,3.4189386 +761.73,659.1472,-0.02420193,531.71045,830000.0,1561.0,51875.0,,259360.0,0.00045173184,0.4,3.4189386 +758.85,660.33417,-0.025106022,531.98224,840000.0,1579.0,52500.0,,262400.0,0.0004503456,0.4,3.4189386 +796.26,661.9333,-0.015884368,531.5822,850000.0,1599.0,53125.0,,265600.0,0.0004488864,0.4,3.4189386 +822.97,663.80585,-0.033349164,531.8491,860000.0,1617.0,53750.0,,268640.0,0.00044750015,0.4,3.2279654 +811.55,665.504,-0.023970088,531.78485,870000.0,1636.0,54375.0,,271840.0,0.00044604097,0.4,3.4184961 +838.24,667.4669,-0.013414055,532.0435,880000.0,1654.0,55000.0,,274880.0,0.00044465472,0.4,3.4189386 +834.99,669.3492,-0.011192645,531.6607,890000.0,1674.0,55625.0,,278080.0,0.00044319552,0.4,3.4189386 +790.81,670.6987,-0.027766425,531.9149,900000.0,1692.0,56250.0,,281120.0,0.00044180927,0.4,3.4189386 +794.55,672.05975,-0.024759663,531.8527,910000.0,1711.0,56875.0,,284320.0,0.0004403501,0.4,3.3160982 +818.46,673.65106,0.012822727,531.79193,920000.0,1730.0,57500.0,,287360.0,0.00043896385,0.4,2.804471 +837.69,675.4149,-0.016589304,532.0366,930000.0,1748.0,58125.0,,290560.0,0.00043750464,0.4,3.1274514 +839.14,677.1567,-0.018389275,532.2763,940000.0,1766.0,58750.0,,293600.0,0.0004361184,0.4,3.1206641 +888.58,679.3822,-0.022336986,531.9149,950000.0,1786.0,59375.0,,296800.0,0.0004346592,0.4,3.345563 +892.99,681.60724,-0.0048191,531.85596,960000.0,1805.0,60000.0,,300000.0,0.0004332,0.4,3.2374434 +887.99,683.7349,0.050839134,532.08997,970000.0,1823.0,60625.0,,303040.0,0.00043181377,0.4,3.289414 +906.08,686.0037,0.0026594643,532.0304,980000.0,1842.0,61250.0,,306240.0,0.00043035456,0.4,3.0342135 +921.67,688.3842,0.040371444,531.97205,990000.0,1861.0,61875.0,,309280.0,0.0004289683,0.4,2.9403548 +975.48,691.2551,0.027574345,532.198,1000000.0,1879.0,62500.0,,312480.0,0.00042750913,0.4,2.8846664 +977.92,700.7654,0.048746902,532.1391,1010000.0,1898.0,63125.0,,315520.0,0.0004261229,0.4,3.1577966 +977.92,709.9235,-0.0044403924,532.08136,1020000.0,1917.0,63750.0,,318720.0,0.00042466368,0.4,3.2821808 +982.51,719.35956,-0.011425661,532.29974,1030000.0,1935.0,64375.0,,321760.0,0.00042327744,0.4,2.5812042 +982.51,728.16205,-0.0014063915,532.2416,1040000.0,1954.0,65000.0,,324960.0,0.00042181823,0.4,2.8023129 +982.51,736.784,-0.02402577,532.45435,1050000.0,1972.0,65625.0,,328000.0,0.000420432,0.4,3.1778164 +982.51,744.85297,-0.007924373,532.12854,1060000.0,1992.0,66250.0,,331200.0,0.0004189728,0.4,2.9901848 +980.64,753.43866,-0.04895503,532.3383,1070000.0,2010.0,66875.0,,334240.0,0.00041758656,0.4,3.3954253 +968.24,761.7799,-0.009026594,532.2819,1080000.0,2029.0,67500.0,,337440.0,0.00041612735,0.4,3.167078 +968.24,769.15454,0.013861849,532.22656,1090000.0,2048.0,68125.0,,340480.0,0.0004147411,0.4,2.8408024 +914.65,775.8963,-0.013787624,532.17224,1100000.0,2067.0,68750.0,,343680.0,0.00041328193,0.4,2.8923712 +901.97,783.0008,-0.0027181804,532.3741,1110000.0,2085.0,69375.0,,346720.0,0.0004118957,0.4,2.6974509 +901.97,789.89294,0.012494183,532.3194,1120000.0,2104.0,70000.0,,349920.0,0.00041043648,0.4,2.6917186 +867.39,795.4493,-0.022058152,532.2657,1130000.0,2123.0,70625.0,,353120.0,0.00040897727,0.4,3.3623474 +863.59,800.3764,-0.02222663,532.4615,1140000.0,2141.0,71250.0,,356160.0,0.00040759103,0.4,3.4073982 +863.59,804.7263,-0.011955331,532.4074,1150000.0,2160.0,71875.0,,359360.0,0.00040613185,0.4,3.3713999 +879.26,808.22406,-0.017350357,532.3543,1160000.0,2179.0,72500.0,,362400.0,0.0004047456,0.4,3.197209 +891.66,811.31335,-0.018296385,532.30206,1170000.0,2198.0,73125.0,,365600.0,0.0004032864,0.4,3.3012886 +891.66,813.4695,-0.019867633,532.49097,1180000.0,2216.0,73750.0,,368640.0,0.00040190015,0.4,3.4031906 +931.32,815.9275,-0.009394164,532.4385,1190000.0,2235.0,74375.0,,371840.0,0.00040044097,0.4,2.9208183 +959.9,818.7678,-0.016780924,532.38684,1200000.0,2254.0,75000.0,,374880.0,0.00039905473,0.4,3.314456 +959.9,822.14056,0.023735775,532.3361,1210000.0,2273.0,75625.0,,378080.0,0.00039759552,0.4,3.1133587 +954.28,826.08014,-0.0043600914,532.51855,1220000.0,2291.0,76250.0,,381120.0,0.00039620927,0.4,2.7034202 +981.57,830.1253,-0.012789601,532.2371,1230000.0,2311.0,76875.0,,384320.0,0.00039475007,0.4,3.390338 +980.73,834.29767,-0.009205638,532.64606,1240000.0,2328.0,77500.0,,387360.0,0.00039336385,0.4,3.2153227 +980.73,839.51276,-0.0052381866,532.368,1250000.0,2348.0,78125.0,,390560.0,0.00039190464,0.4,3.0094767 +970.86,844.3684,-0.0347424,532.5444,1260000.0,2366.0,78750.0,,393600.0,0.0003905184,0.4,3.2064123 +962.33,848.84796,0.0029259797,532.2716,1270000.0,2386.0,79375.0,,396800.0,0.0003890592,0.4,3.146884 +961.81,852.5058,-0.01167615,532.4459,1280000.0,2404.0,80000.0,,400000.0,0.0003876,0.4,3.3115623 +952.43,856.3718,0.012992104,532.3978,1290000.0,2423.0,80625.0,,403040.0,0.00038621377,0.4,3.3289995 +919.19,859.7061,-0.00649065,532.1326,1300000.0,2443.0,81250.0,,406240.0,0.00038475456,0.4,3.4057152 +915.72,862.72437,0.0035044854,532.5203,1310000.0,2460.0,81875.0,,409280.0,0.00038336831,0.4,3.3612423 +915.72,864.77734,0.011659428,532.4728,1320000.0,2479.0,82500.0,,412480.0,0.0003819091,0.4,3.153882 +909.66,866.5731,0.009294987,532.42596,1330000.0,2498.0,83125.0,,415520.0,0.0003805229,0.4,3.3682797 +909.66,868.4279,0.08625338,532.3798,1340000.0,2517.0,83750.0,,418720.0,0.00037906368,0.4,2.8154726 +911.78,870.258,0.001503177,532.5444,1350000.0,2535.0,84375.0,,421760.0,0.00037767744,0.4,3.2113352 +915.52,872.01526,0.0011014717,532.49805,1360000.0,2554.0,85000.0,,424960.0,0.00037621823,0.4,3.2273393 +916.04,873.2579,0.033068758,532.4524,1370000.0,2573.0,85625.0,,428000.0,0.000374832,0.4,2.8245308 +920.07,874.0606,-0.013894128,532.4074,1380000.0,2592.0,86250.0,,431200.0,0.0003733728,0.4,3.1817458 +940.17,875.17017,0.011019445,532.5671,1390000.0,2610.0,86875.0,,434240.0,0.00037198656,0.4,2.757289 +964.22,876.4715,-0.024888733,532.3194,1400000.0,2630.0,87500.0,,437440.0,0.00037052736,0.4,2.5341783 +971.46,877.3872,-0.025257174,532.47736,1410000.0,2648.0,88125.0,,440480.0,0.0003691411,0.4,2.698332 +972.61,878.0343,0.00024174464,532.4335,1420000.0,2667.0,88750.0,,443680.0,0.00036768193,0.4,3.37389 +982.16,878.6694,-0.012232478,532.3902,1430000.0,2686.0,89375.0,,446720.0,0.0003662957,0.4,2.9554005 +982.16,879.0043,-0.018123928,532.34753,1440000.0,2705.0,90000.0,,449920.0,0.00036483648,0.4,2.8436546 +989.91,879.3136,-0.012601775,532.3054,1450000.0,2724.0,90625.0,,453120.0,0.00036337727,0.4,2.9782405 +994.7,879.65,-0.02289975,532.2639,1460000.0,2743.0,91250.0,,456160.0,0.00036199103,0.4,2.9891975 +994.7,880.08923,-0.018810475,532.223,1470000.0,2762.0,91875.0,,459360.0,0.00036053185,0.4,3.2949476 +1000.0,880.7825,-0.022340529,532.3741,1480000.0,2780.0,92500.0,,462400.0,0.0003591456,0.4,3.3931909 +1000.0,882.1283,-0.016739506,532.33295,1490000.0,2799.0,93125.0,,465600.0,0.0003576864,0.4,3.4189386 +974.1,883.2706,-0.045496356,532.2924,1500000.0,2818.0,93750.0,,468640.0,0.00035630015,0.4,3.255273 +967.23,884.47156,-0.00041748545,532.2524,1510000.0,2837.0,94375.0,,471840.0,0.00035484097,0.4,3.0790334 +955.83,885.75995,0.0019429775,532.3993,1520000.0,2855.0,95000.0,,474880.0,0.00035345473,0.4,2.271791 +951.62,887.00616,-0.018519504,532.3591,1530000.0,2874.0,95625.0,,478080.0,0.00035199552,0.4,2.9353986 +915.68,887.89307,-0.01575127,532.3194,1540000.0,2893.0,96250.0,,481120.0,0.00035060928,0.4,3.4189386 +915.68,888.56177,-0.019397553,532.2802,1550000.0,2912.0,96875.0,,484320.0,0.00034915007,0.4,3.4189386 +914.64,889.1957,-0.030198118,532.4232,1560000.0,2930.0,97500.0,,487360.0,0.00034776385,0.4,3.4189386 +913.68,889.7827,-0.019472912,532.20337,1570000.0,2950.0,98125.0,,490560.0,0.00034630465,0.4,3.4189386 +913.68,890.0285,-0.020511819,532.34503,1580000.0,2968.0,98750.0,,493600.0,0.0003449184,0.4,3.4189386 +929.87,890.33484,-0.021324765,532.30664,1590000.0,2987.0,99375.0,,496800.0,0.0003434592,0.4,3.4189386 +946.45,890.74963,-0.011316259,532.2688,1600000.0,3006.0,100000.0,,500000.0,0.000342,0.4,3.4189386 +949.47,891.2392,-0.008258739,532.2314,1610000.0,3025.0,100625.0,,503040.0,0.00034061377,0.4,3.4189386 +950.48,891.7103,-0.022154503,532.3694,1620000.0,3043.0,101250.0,,506240.0,0.00033915456,0.4,3.4189386 +958.94,892.2662,-0.006852874,532.3318,1630000.0,3062.0,101875.0,,509280.0,0.00033776832,0.4,3.4189386 +981.61,893.11414,-0.01050714,532.29474,1640000.0,3081.0,102500.0,,512480.0,0.0003363091,0.4,3.264843 +981.61,894.0846,-0.022229461,532.4298,1650000.0,3099.0,103125.0,,515520.0,0.0003349229,0.4,3.4189386 +982.65,896.04474,-0.014313412,532.22186,1660000.0,3119.0,103750.0,,518720.0,0.0003334637,0.4,3.4189386 +983.61,898.12384,-0.018636215,532.3558,1670000.0,3137.0,104375.0,,521760.0,0.00033207744,0.4,3.4189386 +977.12,900.4489,-0.032287367,532.15076,1680000.0,3157.0,105000.0,,524960.0,0.00033061823,0.4,3.4189386 +977.12,902.8981,-0.003999502,532.28345,1690000.0,3175.0,105625.0,,528000.0,0.000329232,0.4,3.2353158 +977.12,905.5357,-0.005976043,532.248,1700000.0,3194.0,106250.0,,531200.0,0.0003277728,0.4,3.374566 +977.12,908.28705,-0.014936365,532.2129,1710000.0,3213.0,106875.0,,534240.0,0.00032638657,0.4,3.2549767 +964.45,911.09906,-0.019294988,532.34296,1720000.0,3231.0,107500.0,,537440.0,0.00032492736,0.4,3.3571122 +970.91,913.73883,-0.02185386,532.47156,1730000.0,3249.0,108125.0,,540480.0,0.0003235411,0.4,3.3187819 +907.95,915.1756,-0.024763282,532.2729,1740000.0,3269.0,108750.0,,543680.0,0.00032208193,0.4,3.1900437 +907.95,916.3694,-0.0032263703,532.4004,1750000.0,3287.0,109375.0,,546720.0,0.0003206957,0.4,2.7817059 +893.6,917.3308,-0.007627693,532.3654,1760000.0,3306.0,110000.0,,549920.0,0.00031923648,0.4,3.329023 +893.6,918.95544,-0.0065848716,532.3308,1770000.0,3325.0,110625.0,,553120.0,0.00031777727,0.4,2.9820051 +892.28,920.56885,-0.014820315,532.29663,1780000.0,3344.0,111250.0,,556160.0,0.00031639103,0.4,3.130406 +892.28,922.0569,-0.00650933,532.2629,1790000.0,3363.0,111875.0,,559360.0,0.00031493185,0.4,3.2922301 +892.28,923.4139,-0.0067188554,532.38684,1800000.0,3381.0,112500.0,,562400.0,0.0003135456,0.4,3.2535858 +912.32,924.6666,0.0005237166,532.1964,1810000.0,3401.0,113125.0,,565600.0,0.0003120864,0.4,2.6492004 +914.88,926.15906,-0.012000182,532.3194,1820000.0,3419.0,113750.0,,568640.0,0.00031070015,0.4,3.2633743 +939.69,927.9386,-0.011131555,532.2862,1830000.0,3438.0,114375.0,,571840.0,0.00030924095,0.4,3.3277838 +973.86,930.0887,0.04393061,532.4074,1840000.0,3456.0,115000.0,,574880.0,0.00030785473,0.4,2.9874685 +973.86,931.8646,0.05952834,532.22095,1850000.0,3476.0,115625.0,,578080.0,0.00030639552,0.4,2.3996217 +991.87,933.5535,-0.008564833,532.3412,1860000.0,3494.0,116250.0,,581120.0,0.00030500928,0.4,2.7914686 +989.28,935.33093,-0.00200082,532.3086,1870000.0,3513.0,116875.0,,584320.0,0.00030355007,0.4,3.0920374 +965.07,936.59924,0.009811234,532.2763,1880000.0,3532.0,117500.0,,587360.0,0.00030216383,0.4,3.3709078 +963.84,937.8878,-0.009077656,532.39435,1890000.0,3550.0,118125.0,,590560.0,0.00030070465,0.4,3.2924712 +963.84,939.6181,-0.0040500043,532.362,1900000.0,3569.0,118750.0,,593600.0,0.0002993184,0.4,3.178599 +884.14,940.51404,-0.013460017,532.33,1910000.0,3588.0,119375.0,,596800.0,0.0002978592,0.4,3.2354498 +877.09,941.1004,0.01911637,532.2983,1920000.0,3607.0,120000.0,,600000.0,0.0002964,0.4,2.430303 +870.47,941.4281,-0.047654796,532.4138,1930000.0,3625.0,120625.0,,603040.0,0.00029501377,0.4,3.1484094 +869.78,941.73456,-0.0004135648,532.382,1940000.0,3644.0,121250.0,,606240.0,0.00029355456,0.4,2.4987216 +858.91,941.43774,0.007437383,532.3505,1950000.0,3663.0,121875.0,,609280.0,0.00029216832,0.4,2.351543 +867.46,941.18243,0.013397574,532.3194,1960000.0,3682.0,122500.0,,612480.0,0.0002907091,0.4,2.2388587 +880.71,941.1096,0.0064026224,532.43243,1970000.0,3700.0,123125.0,,615520.0,0.00028932287,0.4,1.7380803 +881.94,940.8682,0.017935544,532.25806,1980000.0,3720.0,123750.0,,618720.0,0.0002878637,0.4,1.9444394 +881.94,940.47095,-0.025218287,532.37024,1990000.0,3738.0,124375.0,,621760.0,0.00028647744,0.4,2.6083615 +912.52,939.8413,0.018875994,532.33966,2000000.0,3757.0,125000.0,,624960.0,0.00028501824,0.4,2.4030995 +961.64,939.6785,0.0066032833,532.4503,2010000.0,3775.0,125625.0,,628000.0,0.000283632,0.4,2.6404753 +940.04,939.2997,0.0335222,532.2793,2020000.0,3795.0,126250.0,,631200.0,0.0002821728,0.4,3.1979446 +930.21,938.7768,-0.005115675,532.3892,2030000.0,3813.0,126875.0,,634240.0,0.00028078657,0.4,3.288527 +941.77,938.3694,-0.0070884223,532.3591,2040000.0,3832.0,127500.0,,637440.0,0.00027932736,0.4,3.1826608 +932.24,937.8667,0.00076996256,532.4675,2050000.0,3850.0,128125.0,,640480.0,0.00027794112,0.4,2.6681995 +941.39,937.45557,0.019989412,532.4373,2060000.0,3869.0,128750.0,,643680.0,0.0002764819,0.4,2.6919281 +941.39,937.063,0.005975099,532.4074,2070000.0,3888.0,129375.0,,646720.0,0.0002750957,0.4,2.8678808 +941.39,936.79443,0.010018898,532.3778,2080000.0,3907.0,130000.0,,649920.0,0.00027363648,0.4,2.9736805 +941.39,936.52594,-0.009104124,532.34845,2090000.0,3926.0,130625.0,,653120.0,0.00027217728,0.4,2.3480806 +941.39,936.79333,0.0048403097,532.45435,2100000.0,3944.0,131250.0,,656160.0,0.00027079103,0.4,3.0692904 +965.95,937.4332,-0.003911899,532.4249,2110000.0,3963.0,131875.0,,659360.0,0.00026933185,0.4,2.9264088 +974.02,938.15375,-0.016162349,532.39575,2120000.0,3982.0,132500.0,,662400.0,0.0002679456,0.4,2.753306 +990.47,939.38446,-0.014659598,532.3669,2130000.0,4001.0,133125.0,,665600.0,0.0002664864,0.4,2.923685 +986.85,940.617,-0.007865545,532.47076,2140000.0,4019.0,133750.0,,668640.0,0.00026510016,0.4,2.8632538 +996.38,941.945,0.048555456,532.4418,2150000.0,4038.0,134375.0,,671840.0,0.00026364095,0.4,2.4946 +996.38,943.11615,0.04330314,532.4131,2160000.0,4057.0,135000.0,,674880.0,0.00026225473,0.4,2.2431982 +996.38,944.16345,0.006701823,532.3847,2170000.0,4076.0,135625.0,,678080.0,0.00026079552,0.4,2.0608141 +996.38,945.21063,-0.011663156,532.4866,2180000.0,4094.0,136250.0,,681120.0,0.00025940928,0.4,3.0776846 +996.38,945.86127,0.0063412525,532.3286,2190000.0,4114.0,136875.0,,684320.0,0.00025795007,0.4,2.322065 +996.38,946.22595,-0.008821717,532.5587,2200000.0,4131.0,137500.0,,687360.0,0.00025656383,0.4,2.7659912 +993.37,946.5606,-0.011545858,532.5301,2210000.0,4150.0,138125.0,,690560.0,0.00025510465,0.4,2.5949354 +993.37,946.9515,0.011146011,532.5018,2220000.0,4169.0,138750.0,,693600.0,0.0002537184,0.4,1.9416165 +996.99,947.1057,0.043472845,532.47375,2230000.0,4188.0,139375.0,,696800.0,0.0002522592,0.4,1.5964535 +996.99,947.2683,0.016581899,532.4459,2240000.0,4207.0,140000.0,,700000.0,0.0002508,0.4,2.0795474 +996.99,947.4309,0.043348428,532.41833,2250000.0,4226.0,140625.0,,703040.0,0.00024941377,0.4,1.6695769 +996.99,947.6923,0.020283846,532.39105,2260000.0,4245.0,141250.0,,706240.0,0.00024795457,0.4,1.8835151 +996.99,948.0389,-0.016912421,532.48883,2270000.0,4263.0,141875.0,,709280.0,0.00024656832,0.4,2.5782068 +996.99,948.3907,-0.01468149,532.4615,2280000.0,4282.0,142500.0,,712480.0,0.0002451091,0.4,2.4669795 +996.99,948.83624,0.008113872,532.4343,2290000.0,4301.0,143125.0,,715520.0,0.00024372288,0.4,2.4309802 +996.99,949.6143,0.0020630618,532.4074,2300000.0,4320.0,143750.0,,718720.0,0.00024226368,0.4,2.3831742 +1000.0,950.4571,-0.009143802,532.5035,2310000.0,4338.0,144375.0,,721760.0,0.00024087745,0.4,2.4402916 +1000.0,951.29987,-8.0628415e-05,532.3543,2320000.0,4358.0,145000.0,,724960.0,0.00023941824,0.4,2.4386106 +1000.0,952.2032,-0.0035787558,532.4497,2330000.0,4376.0,145625.0,,728000.0,0.000238032,0.4,2.787384 +1000.0,953.10657,-0.0047926176,532.4232,2340000.0,4395.0,146250.0,,731200.0,0.0002365728,0.4,2.8124099 +1000.0,953.9888,-0.009897682,532.5176,2350000.0,4413.0,146875.0,,734240.0,0.00023518656,0.4,2.5694818 +1000.0,954.8336,-0.018010365,532.37085,2360000.0,4433.0,147500.0,,737440.0,0.00023372736,0.4,3.1114335 +1000.0,955.6731,-0.007621933,532.4646,2370000.0,4451.0,148125.0,,740480.0,0.00023234112,0.4,3.2307649 +1000.0,956.4725,-0.014472092,532.4385,2380000.0,4470.0,148750.0,,743680.0,0.00023088192,0.4,3.0744472 +1000.0,957.0708,-0.014878094,532.41254,2390000.0,4489.0,149375.0,,746720.0,0.00022949568,0.4,3.4189386 +1000.0,957.4286,-0.011954503,532.38684,2400000.0,4508.0,150000.0,,749920.0,0.00022803649,0.4,3.4189386 +1000.0,957.714,-0.014815661,532.3614,2410000.0,4527.0,150625.0,,753120.0,0.00022657728,0.4,3.3809917 +965.59,957.6438,-0.0050257887,532.45325,2420000.0,4545.0,151250.0,,756160.0,0.00022519103,0.4,3.4189386 +949.31,957.31537,-0.024930015,532.31104,2430000.0,4565.0,151875.0,,759360.0,0.00022373184,0.4,3.4189386 +949.31,956.9869,-0.013893125,532.51855,2440000.0,4582.0,152500.0,,762400.0,0.0002223456,0.4,3.4189386 +947.18,956.55963,-0.013379991,532.3772,2450000.0,4602.0,153125.0,,765600.0,0.0002208864,0.4,3.3328633 +941.83,956.0309,0.05489341,532.4675,2460000.0,4620.0,153750.0,,768640.0,0.00021950016,0.4,3.0655832 +922.87,955.3125,-0.010332458,532.4423,2470000.0,4639.0,154375.0,,771840.0,0.00021804096,0.4,3.371254 +922.87,954.5412,-0.0066278353,532.5317,2480000.0,4657.0,155000.0,,774880.0,0.00021665472,0.4,3.4189386 +914.18,953.68286,-0.008509989,532.3926,2490000.0,4677.0,155625.0,,778080.0,0.00021519553,0.4,3.4189386 +897.68,952.91876,-0.03251273,532.4814,2500000.0,4695.0,156250.0,,781120.0,0.00021380928,0.4,3.4189386 +885.91,952.1055,-0.013353606,532.45654,2510000.0,4714.0,156875.0,,784320.0,0.00021235007,0.4,3.4189386 +921.89,951.7662,-0.015060057,532.5444,2520000.0,4732.0,157500.0,,787360.0,0.00021096384,0.4,3.3855052 +921.24,951.46234,0.00022665458,532.4074,2530000.0,4752.0,158125.0,,790560.0,0.00020950464,0.4,3.3297765 +923.37,951.53925,0.004970364,532.49475,2540000.0,4770.0,158750.0,,793600.0,0.0002081184,0.4,3.2926102 +907.1,951.4535,0.011179812,532.4702,2550000.0,4789.0,159375.0,,796800.0,0.0002066592,0.4,3.2471464 +892.38,951.23096,0.019239761,532.4459,2560000.0,4808.0,160000.0,,800000.0,0.0002052,0.4,3.1522596 +890.26,950.9967,-0.022637,532.4218,2570000.0,4827.0,160625.0,,803040.0,0.00020381376,0.4,3.0516565 +898.38,950.84375,0.029733429,532.3978,2580000.0,4846.0,161250.0,,806240.0,0.00020235455,0.4,2.804359 +891.14,950.4565,-0.01170747,532.4836,2590000.0,4864.0,161875.0,,809280.0,0.00020096832,0.4,2.7977831 +903.36,950.0256,0.034046046,532.45953,2600000.0,4883.0,162500.0,,812480.0,0.00019950912,0.4,2.2780206 +899.49,949.52576,0.0058527435,532.5444,2610000.0,4901.0,163125.0,,815520.0,0.00019812289,0.4,2.6118731 +900.14,949.02234,0.060386684,532.5203,2620000.0,4920.0,163750.0,,818720.0,0.00019666368,0.4,2.2257316 +903.21,948.465,0.073374584,532.49646,2630000.0,4939.0,164375.0,,821760.0,0.00019527743,0.4,1.9163903 +921.76,947.86646,0.022364823,532.4728,2640000.0,4958.0,165000.0,,824960.0,0.00019381824,0.4,2.5149255 +937.51,947.4255,0.04308978,532.5563,2650000.0,4976.0,165625.0,,828000.0,0.000192432,0.4,2.6649618 +934.6,946.945,0.023594696,532.53253,2660000.0,4995.0,166250.0,,831200.0,0.0001909728,0.4,1.7212491 +952.31,946.63196,0.009269588,532.509,2670000.0,5014.0,166875.0,,834240.0,0.00018958656,0.4,2.5275924 +951.48,946.37555,0.021844083,532.4856,2680000.0,5033.0,167500.0,,837440.0,0.00018812736,0.4,2.3307004 +955.2,946.15643,0.025949111,532.5678,2690000.0,5051.0,168125.0,,840480.0,0.00018674112,0.4,2.1204185 +938.36,945.7688,0.049749333,532.43933,2700000.0,5071.0,168750.0,,843680.0,0.00018528193,0.4,1.906615 +896.01,944.95764,-0.0026600498,532.5211,2710000.0,5089.0,169375.0,,846720.0,0.00018389568,0.4,3.387195 +854.41,943.85724,0.021799648,532.49805,2720000.0,5108.0,170000.0,,849920.0,0.00018243647,0.4,2.9616985 +829.9,942.4471,0.016007965,532.47516,2730000.0,5127.0,170625.0,,853120.0,0.00018097728,0.4,2.668933 +815.96,941.5273,-0.019771226,532.4524,2740000.0,5146.0,171250.0,,856160.0,0.00017959104,0.4,2.940424 +802.95,940.4773,-0.0031927004,532.4298,2750000.0,5165.0,171875.0,,859360.0,0.00017813184,0.4,3.3429384 +790.25,939.44385,-0.004629275,532.51013,2760000.0,5183.0,172500.0,,862400.0,0.0001767456,0.4,3.2413871 +806.69,938.5747,0.007385175,532.4875,2770000.0,5202.0,173125.0,,865600.0,0.0001752864,0.4,2.507928 +808.93,937.74115,0.05569178,532.5671,2780000.0,5220.0,173750.0,,868640.0,0.00017390016,0.4,2.7284195 +843.39,937.25226,0.047114264,532.44275,2790000.0,5240.0,174375.0,,871840.0,0.00017244097,0.4,2.2960286 +876.87,937.09814,0.07607808,532.52185,2800000.0,5258.0,175000.0,,874880.0,0.00017105472,0.4,2.47933 +900.54,936.9803,0.031355273,532.3986,2810000.0,5278.0,175625.0,,878080.0,0.00016959551,0.4,2.5569959 +925.06,937.0822,-0.0024242213,532.47736,2820000.0,5296.0,176250.0,,881120.0,0.00016820928,0.4,2.916576 +866.15,936.3468,-0.005809347,532.4553,2830000.0,5315.0,176875.0,,884320.0,0.00016675008,0.4,3.357997 +877.56,935.3837,0.04311716,532.4335,2840000.0,5334.0,177500.0,,887360.0,0.00016536385,0.4,2.618793 +881.71,934.46234,0.01880717,532.5112,2850000.0,5352.0,178125.0,,890560.0,0.00016390464,0.4,2.8487077 +878.34,933.327,0.032161944,532.58844,2860000.0,5370.0,178750.0,,893600.0,0.0001625184,0.4,2.8295996 +845.47,931.889,-0.004471119,532.4675,2870000.0,5390.0,179375.0,,896800.0,0.0001610592,0.4,2.8545218 +844.39,930.6821,-0.013512555,532.4459,2880000.0,5409.0,180000.0,,900000.0,0.0001596,0.4,3.4189386 +848.92,929.53296,-0.009870005,532.5226,2890000.0,5427.0,180625.0,,903040.0,0.00015821376,0.4,3.2149267 +858.71,928.4816,0.008690227,532.5009,2900000.0,5446.0,181250.0,,906240.0,0.00015675456,0.4,2.5225828 +858.93,928.2296,0.078975454,532.47943,2910000.0,5465.0,181875.0,,909280.0,0.00015536833,0.4,2.253978 +902.93,928.4879,0.021269692,532.45807,2920000.0,5484.0,182500.0,,912480.0,0.00015390912,0.4,2.4844203 +941.21,929.1953,0.04030877,532.5336,2930000.0,5502.0,183125.0,,915520.0,0.00015252289,0.4,2.8085136 +951.19,930.00946,0.015011947,532.4158,2940000.0,5522.0,183750.0,,918720.0,0.00015106368,0.4,2.4601521 +951.19,930.9322,0.005885377,532.49097,2950000.0,5540.0,184375.0,,921760.0,0.00014967743,0.4,3.0057764 +965.18,931.90936,-0.002319819,532.46985,2960000.0,5559.0,185000.0,,924960.0,0.00014821824,0.4,2.9252691 +992.43,933.02655,0.00041949423,532.5444,2970000.0,5577.0,185625.0,,928000.0,0.000146832,0.4,2.9258466 +992.43,934.1315,0.021771954,532.4281,2980000.0,5597.0,186250.0,,931200.0,0.0001453728,0.4,2.242442 +996.03,935.2724,0.09202676,532.5022,2990000.0,5615.0,186875.0,,934240.0,0.00014398656,0.4,1.5200732 +986.43,936.0115,0.063072436,532.4814,3000000.0,5634.0,187500.0,,937440.0,0.00014252737,0.4,1.9356995 +979.39,936.1891,0.036180995,532.5549,3010000.0,5652.0,188125.0,,940480.0,0.00014114112,0.4,2.4175372 +967.64,936.465,-0.017552752,532.53394,3020000.0,5671.0,188750.0,,943680.0,0.00013968191,0.4,3.4130325 +967.64,936.8393,-0.0023777222,532.6068,3030000.0,5689.0,189375.0,,946720.0,0.00013829568,0.4,2.8711858 +967.64,937.098,0.026936818,532.49255,3040000.0,5709.0,190000.0,,949920.0,0.00013683648,0.4,2.6137905 +967.64,937.452,0.033605184,532.47205,3050000.0,5728.0,190625.0,,953120.0,0.00013537728,0.4,2.3552334 +967.64,937.71454,0.037035134,532.5444,3060000.0,5746.0,191250.0,,956160.0,0.00013399104,0.4,2.6446729 +971.61,938.0167,0.009270917,532.52386,3070000.0,5765.0,191875.0,,959360.0,0.00013253184,0.4,2.5247762 +971.61,938.3189,0.004471177,532.5035,3080000.0,5784.0,192500.0,,962400.0,0.0001311456,0.4,2.0505638 +971.61,938.62103,0.006085142,532.4832,3090000.0,5803.0,193125.0,,965600.0,0.0001296864,0.4,2.6147256 +981.21,939.0193,-0.0030079528,532.55457,3100000.0,5821.0,193750.0,,968640.0,0.00012830016,0.4,2.4616828 +988.25,939.24225,0.022112492,532.53424,3110000.0,5840.0,194375.0,,971840.0,0.00012684095,0.4,2.1296182 +1000.0,939.50214,0.0037868868,532.5141,3120000.0,5859.0,195000.0,,974880.0,0.00012545472,0.4,2.3362408 +1000.0,939.59735,0.016795194,532.494,3130000.0,5878.0,195625.0,,978080.0,0.00012399552,0.4,2.2779875 +1000.0,939.7289,0.0002866699,532.56445,3140000.0,5896.0,196250.0,,981120.0,0.00012260929,0.4,2.5751505 +1000.0,939.765,-0.016360944,532.45435,3150000.0,5916.0,196875.0,,984320.0,0.00012115008,0.4,3.2033439 +1000.0,939.8013,0.013640775,532.5244,3160000.0,5934.0,197500.0,,987360.0,0.00011976384,0.4,2.074757 +1000.0,939.8375,0.016245633,532.50464,3170000.0,5953.0,198125.0,,990560.0,0.00011830464,0.4,2.4441683 +999.93,939.87305,0.016325539,532.4849,3180000.0,5972.0,198750.0,,993600.0,0.0001169184,0.4,2.2184627 +999.93,939.90845,0.004245511,532.55426,3190000.0,5990.0,199375.0,,996800.0,0.0001154592,0.4,2.8209984 +999.93,939.944,0.029043332,532.4459,3200000.0,6010.0,200000.0,,1000000.0,0.000114,0.4,2.110725 +999.93,940.0096,-0.025414273,532.51495,3210000.0,6028.0,200625.0,,1003040.0,0.00011261376,0.4,2.1136913 +999.93,940.07513,0.028549856,532.4074,3220000.0,6048.0,201250.0,,1006240.0,0.00011115456,0.4,2.6685934 +990.63,940.01154,-0.011738558,532.4761,3230000.0,6066.0,201875.0,,1009280.0,0.00010976832,0.4,3.149713 +981.29,939.8547,-0.03342623,532.45685,3240000.0,6085.0,202500.0,,1012480.0,0.00010830912,0.4,2.0622127 +879.89,938.6836,-0.015007426,532.43774,3250000.0,6104.0,203125.0,,1015520.0,0.00010692288,0.4,2.9086933 +879.89,937.51263,-0.011495859,532.50574,3260000.0,6122.0,203750.0,,1018720.0,0.00010546368,0.4,2.6000595 +879.96,936.3423,0.027373964,532.5733,3270000.0,6140.0,204375.0,,1021760.0,0.00010407744,0.4,1.7598829 +879.96,935.17206,-0.009222482,532.4675,3280000.0,6160.0,205000.0,,1024960.0,0.00010261824,0.4,2.1440556 +879.96,934.00165,0.019710038,532.5348,3290000.0,6178.0,205625.0,,1028000.0,0.000101232,0.4,1.8159063 +879.96,932.8314,-0.025985314,532.51575,3300000.0,6197.0,206250.0,,1031200.0,9.97728e-05,0.4,1.7771561 +879.96,931.6309,0.0023594738,532.58246,3310000.0,6215.0,206875.0,,1034240.0,9.838656e-05,0.4,2.821024 +889.26,930.5236,-0.004653995,532.47797,3320000.0,6235.0,207500.0,,1037440.0,9.692736e-05,0.4,2.369632 +898.6,929.5095,0.002622767,532.5444,3330000.0,6253.0,208125.0,,1040480.0,9.554112e-05,0.4,2.5465856 +943.93,928.9489,-0.0013666329,532.5255,3340000.0,6272.0,208750.0,,1043680.0,9.408192e-05,0.4,2.230578 +1000.0,928.94885,0.033921026,532.5068,3350000.0,6291.0,209375.0,,1046720.0,9.269568e-05,0.4,2.4576993 +1000.0,928.9489,0.017005993,532.4881,3360000.0,6310.0,210000.0,,1049920.0,9.123648e-05,0.4,2.2114997 +1000.0,928.94885,0.0028926383,532.4696,3370000.0,6329.0,210625.0,,1053120.0,8.977728e-05,0.4,1.6826175 +1000.0,928.9489,0.007462741,532.53503,3380000.0,6347.0,211250.0,,1056160.0,8.839104e-05,0.4,2.4757802 +1000.0,928.9489,0.0057089874,532.43286,3390000.0,6367.0,211875.0,,1059360.0,8.693184e-05,0.4,2.0665355 +1000.0,928.9489,0.013573974,532.49805,3400000.0,6385.0,212500.0,,1062400.0,8.55456e-05,0.4,1.2393069 +1000.0,928.94885,0.004184,532.4797,3410000.0,6404.0,213125.0,,1065600.0,8.40864e-05,0.4,1.5470295 +1000.0,929.29297,0.0033743375,532.5444,3420000.0,6422.0,213750.0,,1068640.0,8.270016e-05,0.4,2.4165978 +1000.0,929.79987,0.012458673,532.526,3430000.0,6441.0,214375.0,,1071840.0,8.124096e-05,0.4,2.313819 +1000.0,930.3068,0.029943025,532.50775,3440000.0,6460.0,215000.0,,1074880.0,7.985472e-05,0.4,1.4725165 +1000.0,930.835,0.014159036,532.48956,3450000.0,6479.0,215625.0,,1078080.0,7.839552e-05,0.4,1.9665556 +1000.0,931.41675,-0.026896173,532.47156,3460000.0,6498.0,216250.0,,1081120.0,7.700928e-05,0.4,1.9586519 +1000.0,932.188,0.0045969686,532.4536,3470000.0,6517.0,216875.0,,1084320.0,7.555008e-05,0.4,2.7362533 +1000.0,932.9593,0.009010338,532.5172,3480000.0,6535.0,217500.0,,1087360.0,7.416384e-05,0.4,2.7349567 +1000.0,933.8175,0.048753347,532.49927,3490000.0,6554.0,218125.0,,1090560.0,7.270464e-05,0.4,1.4817523 +1000.0,934.8407,0.03504553,532.5624,3500000.0,6572.0,218750.0,,1093600.0,7.13184e-05,0.4,1.8792601 +1000.0,935.98157,-0.005887953,532.5444,3510000.0,6591.0,219375.0,,1096800.0,6.98592e-05,0.4,2.0282803 +1000.0,936.76263,0.007368285,532.4459,3520000.0,6611.0,220000.0,,1100000.0,6.84e-05,0.4,1.2699416 +1000.0,937.55023,0.0025406263,532.50867,3530000.0,6629.0,220625.0,,1103040.0,6.701376e-05,0.4,2.0235047 +996.96,938.2862,0.0032685117,532.49097,3540000.0,6648.0,221250.0,,1106240.0,6.555456e-05,0.4,2.4168372 +996.96,939.1848,0.025880119,532.4734,3550000.0,6667.0,221875.0,,1109280.0,6.416832e-05,0.4,1.9576416 +996.96,940.23065,0.027168304,532.4559,3560000.0,6686.0,222500.0,,1112480.0,6.270912e-05,0.4,1.1731217 +996.96,941.2976,0.037786845,532.5179,3570000.0,6704.0,223125.0,,1115520.0,6.132288e-05,0.4,1.8252226 +996.96,942.28345,0.040910326,532.50037,3580000.0,6723.0,223750.0,,1118720.0,5.986368e-05,0.4,0.83132493 +996.96,943.3416,0.030884067,532.483,3590000.0,6742.0,224375.0,,1121760.0,5.847744e-05,0.4,1.26409 +996.96,944.27765,0.010730489,532.46564,3600000.0,6761.0,225000.0,,1124960.0,5.701824e-05,0.4,1.8055583 +996.96,945.2523,0.0143125495,532.5269,3610000.0,6779.0,225625.0,,1128000.0,5.5632e-05,0.4,1.3378918 +996.96,946.22064,0.028002579,532.5096,3620000.0,6798.0,226250.0,,1131200.0,5.41728e-05,0.4,2.3942618 +1000.0,947.1884,0.004820004,532.4923,3630000.0,6817.0,226875.0,,1134240.0,5.278656e-05,0.4,2.3108675 +994.74,947.9183,0.004721435,532.47516,3640000.0,6836.0,227500.0,,1137440.0,5.132736e-05,0.4,2.6127205 +994.74,948.49054,0.016652443,532.53577,3650000.0,6854.0,228125.0,,1140480.0,4.994112e-05,0.4,0.5907404 +994.74,949.092,0.03715199,532.51855,3660000.0,6873.0,228750.0,,1143680.0,4.848192e-05,0.4,1.2376795 +994.74,949.51624,0.06752495,532.57874,3670000.0,6891.0,229375.0,,1146720.0,4.709568e-05,0.4,1.0857742 +994.74,949.9489,0.046350833,532.5615,3680000.0,6910.0,230000.0,,1149920.0,4.563648e-05,0.4,1.3409497 +994.74,950.34424,0.031252842,532.4675,3690000.0,6930.0,230625.0,,1153120.0,4.417728e-05,0.4,1.9020662 +994.74,950.90814,0.010693718,532.52734,3700000.0,6948.0,231250.0,,1156160.0,4.279104e-05,0.4,1.6526572 +982.23,951.77026,0.04065047,532.5104,3710000.0,6967.0,231875.0,,1159360.0,4.133184e-05,0.4,1.3311458 +982.23,953.04846,0.034489572,532.4935,3720000.0,6986.0,232500.0,,1162400.0,3.99456e-05,0.4,0.8500585 +982.23,954.57153,0.056856323,532.4768,3730000.0,7005.0,233125.0,,1165600.0,3.84864e-05,0.4,1.1488941 +987.49,956.2869,0.07397135,532.53595,3740000.0,7023.0,233750.0,,1168640.0,3.710016e-05,0.4,0.51637304 +981.39,958.07135,0.04659159,532.51917,3750000.0,7042.0,234375.0,,1171840.0,3.564096e-05,0.4,1.0427475 +981.39,959.9828,0.045654077,532.5025,3760000.0,7061.0,235000.0,,1174880.0,3.425472e-05,0.4,0.43772635 +981.39,961.7299,0.07555897,532.4859,3770000.0,7080.0,235625.0,,1178080.0,3.279552e-05,0.4,0.2049149 +981.39,963.45447,0.033620447,532.5444,3780000.0,7098.0,236250.0,,1181120.0,3.140928e-05,0.4,0.74386525 +981.39,964.8345,0.0057567274,532.45294,3790000.0,7118.0,236875.0,,1184320.0,2.995008e-05,0.4,1.2942872 +981.39,965.8797,0.034747034,532.5112,3800000.0,7136.0,237500.0,,1187360.0,2.856384e-05,0.4,0.710215 +993.9,966.81323,0.013860648,532.49475,3810000.0,7155.0,238125.0,,1190560.0,2.710464e-05,0.4,1.5210462 +991.57,967.4783,0.017703835,532.5526,3820000.0,7173.0,238750.0,,1193600.0,2.57184e-05,0.4,1.1162097 +991.57,968.7325,0.0103241475,532.4621,3830000.0,7193.0,239375.0,,1196800.0,2.42592e-05,0.4,1.7742679 +987.19,969.8287,-0.0014564351,532.4459,3840000.0,7212.0,240000.0,,1200000.0,2.28e-05,0.4,1.9913568 +990.79,970.9196,0.0081622675,532.5035,3850000.0,7230.0,240625.0,,1203040.0,2.141376e-05,0.4,1.7938931 +990.79,972.044,0.005271697,532.4138,3860000.0,7250.0,241250.0,,1206240.0,1.995456e-05,0.4,1.170748 +990.79,973.49725,0.032688793,532.4711,3870000.0,7268.0,241875.0,,1209280.0,1.856832e-05,0.4,0.81287086 +981.58,974.86914,0.019485107,532.4551,3880000.0,7287.0,242500.0,,1212480.0,1.710912e-05,0.4,1.0725902 +981.58,976.1958,0.031016285,532.51196,3890000.0,7305.0,243125.0,,1215520.0,1.572288e-05,0.4,0.81376296 +981.58,977.42444,0.0025956754,532.4232,3900000.0,7325.0,243750.0,,1218720.0,1.426368e-05,0.4,0.9218466 +981.58,978.65094,0.026937664,532.4799,3910000.0,7343.0,244375.0,,1221760.0,1.287744e-05,0.4,0.9205662 +983.91,979.46075,0.0049355063,532.464,3920000.0,7362.0,245000.0,,1224960.0,1.141824e-05,0.4,0.54974455 +983.91,979.88763,0.02162402,532.4482,3930000.0,7381.0,245625.0,,1228000.0,1.0032e-05,0.4,0.93815196 +988.29,980.25867,0.004526707,532.43243,3940000.0,7400.0,246250.0,,1231200.0,8.5728e-06,0.4,0.6675669 +990.79,980.65466,-0.004949481,532.4885,3950000.0,7418.0,246875.0,,1234240.0,7.18656e-06,0.4,0.8449915 +982.73,980.83026,0.049525183,532.4012,3960000.0,7438.0,247500.0,,1237440.0,5.72736e-06,0.4,1.2609076 +982.73,980.7332,-0.023607975,532.4571,3970000.0,7456.0,248125.0,,1240480.0,4.34112e-06,0.4,0.91539603 +991.94,980.72833,-0.020578759,532.44147,3980000.0,7475.0,248750.0,,1243680.0,2.88192e-06,0.4,1.2491622 +991.94,980.68744,-0.003136089,532.497,3990000.0,7493.0,249375.0,,1246720.0,1.49568e-06,0.4,1.2318834 +991.94,980.7425,-0.000897598,532.2688,4000000.0,7515.0,250000.0,,1249920.0,3.648e-08,0.4,0.4809627 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_df_train.csv b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..9dff7069f6fb4d3a150e8dbbdaa901ff2dac473c --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_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 +26.9,26.9,-0.00698667,476.1905,10000.0,21.0,625.0,,3040.0,0.00056861376,0.4,1.353629 +62.11,44.505,0.03481884,500.0,20000.0,40.0,1250.0,,6240.0,0.00056715455,0.4,0.8979587 +38.91,42.64,-0.008717834,517.2414,30000.0,58.0,1875.0,,9280.0,0.00056576834,0.4,1.5841342 +102.26,57.545,0.002781457,506.3291,40000.0,79.0,2500.0,,12480.0,0.0005643091,0.4,1.8858169 +120.31,70.098,0.009873196,515.4639,50000.0,97.0,3125.0,,15520.0,0.00056292285,0.4,1.617899 +175.61,87.68333,-0.006451685,517.2414,60000.0,116.0,3750.0,,18720.0,0.0005614637,0.4,2.3083549 +122.07,92.59571,0.017042432,522.38806,70000.0,134.0,4375.0,,21760.0,0.00056007743,0.4,2.186976 +134.12,97.78625,0.016259244,522.8758,80000.0,153.0,5000.0,,24960.0,0.0005586182,0.4,1.7700758 +230.78,112.563324,0.03513402,526.3158,90000.0,171.0,5625.0,,28000.0,0.000557232,0.4,2.0555654 +240.47,125.35399,0.042000737,523.5602,100000.0,191.0,6250.0,,31200.0,0.0005557728,0.4,2.7405193 +191.52,131.36908,-0.0006896501,526.3158,110000.0,209.0,6875.0,,34240.0,0.0005543866,0.4,3.4189386 +212.75,138.15083,-0.0024380495,526.3158,120000.0,228.0,7500.0,,37440.0,0.0005529274,0.4,3.1776762 +311.76,151.50539,0.017202133,528.45526,130000.0,246.0,8125.0,,40480.0,0.0005515411,0.4,3.4187822 +370.88,167.175,0.0037476264,526.3158,140000.0,266.0,8750.0,,43680.0,0.0005500819,0.4,3.366952 +428.6,184.60333,-0.017135395,528.169,150000.0,284.0,9375.0,,46720.0,0.0005486957,0.4,3.3644881 +529.49,206.15875,-0.0066274973,528.0528,160000.0,303.0,10000.0,,49920.0,0.0005472365,0.4,3.4189386 +582.72,228.30942,-0.0019397499,527.9503,170000.0,322.0,10625.0,,53120.0,0.00054577726,0.4,3.4189386 +676.05,253.1839,-0.011288066,529.41174,180000.0,340.0,11250.0,,56160.0,0.00054439105,0.4,3.354607 +685.51,275.9379,-0.017660676,529.2479,190000.0,359.0,11875.0,,59360.0,0.00054293184,0.4,3.4189386 +675.87,295.9345,-0.0013803215,529.1005,200000.0,378.0,12500.0,,62400.0,0.0005415456,0.4,3.3565392 +622.63,311.49146,0.00884847,528.9672,210000.0,397.0,13125.0,,65600.0,0.0005400864,0.4,3.4189386 +560.32,322.80182,-0.0013622417,530.1205,220000.0,415.0,13750.0,,68640.0,0.00053870014,0.4,3.4189386 +577.06,333.85654,0.003012746,529.9539,230000.0,434.0,14375.0,,71840.0,0.00053724094,0.4,3.4189386 +563.49,343.42456,-0.015949434,529.80133,240000.0,453.0,15000.0,,74880.0,0.0005358547,0.4,3.4189386 +459.22,348.05637,-0.0122772055,529.661,250000.0,472.0,15625.0,,78080.0,0.0005343955,0.4,3.4189386 +485.29,353.3346,-0.018353287,530.61224,260000.0,490.0,16250.0,,81120.0,0.0005330093,0.4,3.4189386 +514.38,359.29922,-0.022043027,529.41174,270000.0,510.0,16875.0,,84320.0,0.0005315501,0.4,3.4189386 +596.03,367.7539,-0.006912394,530.30304,280000.0,528.0,17500.0,,87360.0,0.0005301638,0.4,3.4189386 +565.83,374.5841,-0.023576122,530.16455,290000.0,547.0,18125.0,,90560.0,0.00052870467,0.4,3.4189386 +585.76,381.62332,-0.0076520494,530.97345,300000.0,565.0,18750.0,,93600.0,0.0005273184,0.4,3.4189386 +613.89,389.11578,-0.004902714,529.91455,310000.0,585.0,19375.0,,96800.0,0.0005258592,0.4,3.4189386 +710.42,399.15656,0.0062163444,529.80133,320000.0,604.0,20000.0,,100000.0,0.0005244,0.4,3.4189386 +730.08,409.18454,-0.010745661,530.54663,330000.0,622.0,20625.0,,103040.0,0.00052301376,0.4,3.4189386 +724.18,418.4491,0.005217849,530.4212,340000.0,641.0,21250.0,,106240.0,0.00052155455,0.4,3.4189386 +728.77,427.3154,-0.015324806,531.1077,350000.0,659.0,21875.0,,109280.0,0.00052016834,0.4,3.4189386 +739.8,435.9955,-0.026388664,530.19147,360000.0,679.0,22500.0,,112480.0,0.00051870913,0.4,3.4189386 +791.78,445.61133,-0.005483312,530.8465,370000.0,697.0,23125.0,,115520.0,0.00051732286,0.4,3.2897325 +839.8,455.98474,-0.018173639,529.986,380000.0,717.0,23750.0,,118720.0,0.0005158637,0.4,3.4189386 +829.22,465.5549,-0.019351432,530.61224,390000.0,735.0,24375.0,,121760.0,0.00051447743,0.4,3.4189386 +834.08,474.76797,-0.014554319,530.50397,400000.0,754.0,25000.0,,124960.0,0.0005130182,0.4,3.4189386 +879.89,484.64902,-0.025444089,530.40106,410000.0,773.0,25625.0,,128000.0,0.000511632,0.4,3.4189386 +907.9,494.7264,-0.01659363,530.97345,420000.0,791.0,26250.0,,131200.0,0.0005101728,0.4,3.4189386 +918.65,504.5851,-0.018731004,531.5204,430000.0,809.0,26875.0,,134240.0,0.0005087866,0.4,3.4189386 +948.66,514.67773,-0.011418514,530.75995,440000.0,829.0,27500.0,,137440.0,0.0005073274,0.4,3.4189386 +958.98,524.55115,-0.011443311,531.28687,450000.0,847.0,28125.0,,140480.0,0.0005059411,0.4,3.4189386 +961.06,534.04047,-0.0044413544,531.17786,460000.0,866.0,28750.0,,143680.0,0.0005044819,0.4,3.4189386 +950.79,542.9075,-0.020349873,531.0734,470000.0,885.0,29375.0,,146720.0,0.0005030957,0.4,3.4189386 +930.67,550.98584,-0.029625207,530.97345,480000.0,904.0,30000.0,,149920.0,0.0005016365,0.4,3.4189386 +865.43,557.4031,-0.013730486,530.87756,490000.0,923.0,30625.0,,153120.0,0.00050017727,0.4,3.4189386 +859.86,563.4522,-0.0082208635,531.3496,500000.0,941.0,31250.0,,156160.0,0.00049879105,0.4,3.3202477 +847.13,569.0145,-0.03886118,531.25,510000.0,960.0,31875.0,,159360.0,0.00049733184,0.4,3.37369 +826.99,573.9756,-0.020419618,531.6973,520000.0,978.0,32500.0,,162400.0,0.0004959456,0.4,3.4189386 +826.99,578.74945,-0.015250988,531.5948,530000.0,997.0,33125.0,,165600.0,0.0004944864,0.4,3.2494392 +826.99,583.3465,-0.011530716,531.49603,540000.0,1016.0,33750.0,,168640.0,0.00049310015,0.4,3.4126077 +848.82,588.1733,-0.0015399035,531.40094,550000.0,1035.0,34375.0,,171840.0,0.00049164094,0.4,3.22925 +851.25,592.8711,0.0026098664,531.81384,560000.0,1053.0,35000.0,,174880.0,0.0004902547,0.4,3.4189386 +854.98,597.4695,-0.016209526,531.71643,570000.0,1072.0,35625.0,,178080.0,0.0004887955,0.4,3.4189386 +889.1,602.4976,0.0020631335,531.6224,580000.0,1091.0,36250.0,,181120.0,0.00048740927,0.4,3.2889824 +899.23,607.52704,0.0057410737,531.53156,590000.0,1110.0,36875.0,,184320.0,0.0004859501,0.4,3.2281485 +904.98,612.48456,0.0038665798,531.9149,600000.0,1128.0,37500.0,,187360.0,0.00048456385,0.4,3.2133565 +900.51,617.2063,0.0052301497,531.3589,610000.0,1148.0,38125.0,,190560.0,0.00048310464,0.4,3.3195434 +903.36,621.8217,0.009763292,531.7324,620000.0,1166.0,38750.0,,193600.0,0.0004817184,0.4,2.9756556 +903.36,626.2905,-0.003269023,531.64557,630000.0,1185.0,39375.0,,196800.0,0.0004802592,0.4,3.2601905 +896.81,630.51733,-0.03062217,531.56146,640000.0,1204.0,40000.0,,200000.0,0.0004788,0.4,3.4070406 +884.56,634.42566,-0.007034348,531.48,650000.0,1223.0,40625.0,,203040.0,0.00047741376,0.4,3.4189386 +786.64,636.73193,-0.006601505,531.40094,660000.0,1242.0,41250.0,,206240.0,0.00047595456,0.4,3.4189386 +775.7,638.8061,-0.0109974565,531.74603,670000.0,1260.0,41875.0,,209280.0,0.0004745683,0.4,3.323051 +744.61,640.362,-0.014836282,531.66534,680000.0,1279.0,42500.0,,212480.0,0.00047310913,0.4,3.4073846 +732.21,641.6932,-0.0007089048,531.9969,690000.0,1297.0,43125.0,,215520.0,0.0004717229,0.4,3.203449 +713.35,642.71686,-0.015419768,531.9149,700000.0,1316.0,43750.0,,218720.0,0.00047026368,0.4,3.3013363 +701.98,643.5516,-0.0097121475,531.8352,710000.0,1335.0,44375.0,,221760.0,0.00046887744,0.4,3.4189386 +683.26,644.103,-0.012453422,531.75775,720000.0,1354.0,45000.0,,224960.0,0.00046741823,0.4,3.3988285 +706.93,644.9637,-0.031121803,532.06995,730000.0,1372.0,45625.0,,228000.0,0.000466032,0.4,3.4189386 +764.28,646.57605,-0.02239102,531.9914,740000.0,1391.0,46250.0,,231200.0,0.0004645728,0.4,3.4189386 +788.57,648.4693,-0.014764651,531.9149,750000.0,1410.0,46875.0,,234240.0,0.00046318656,0.4,3.4189386 +797.47,650.4299,-0.017971927,531.84045,760000.0,1429.0,47500.0,,237440.0,0.00046172735,0.4,3.4189386 +731.13,651.4779,-0.02045301,532.13544,770000.0,1447.0,48125.0,,240480.0,0.0004603411,0.4,3.4189386 +730.95,652.49677,-0.018021924,531.6973,780000.0,1467.0,48750.0,,243680.0,0.00045888193,0.4,3.4189386 +743.47,653.6483,-0.007484918,531.9865,790000.0,1485.0,49375.0,,246720.0,0.00045749568,0.4,3.4189386 +756.58,654.935,-0.026616395,531.9149,800000.0,1504.0,50000.0,,249920.0,0.00045603648,0.4,3.4189386 +787.04,656.5659,-0.016171722,531.84503,810000.0,1523.0,50625.0,,253120.0,0.00045457727,0.4,3.4189386 +765.65,657.8962,-0.030692508,531.7769,820000.0,1542.0,51250.0,,256160.0,0.00045319105,0.4,3.4189386 +761.73,659.1472,-0.02420193,531.71045,830000.0,1561.0,51875.0,,259360.0,0.00045173184,0.4,3.4189386 +758.85,660.33417,-0.025106022,531.98224,840000.0,1579.0,52500.0,,262400.0,0.0004503456,0.4,3.4189386 +796.26,661.9333,-0.015884368,531.5822,850000.0,1599.0,53125.0,,265600.0,0.0004488864,0.4,3.4189386 +822.97,663.80585,-0.033349164,531.8491,860000.0,1617.0,53750.0,,268640.0,0.00044750015,0.4,3.2279654 +811.55,665.504,-0.023970088,531.78485,870000.0,1636.0,54375.0,,271840.0,0.00044604097,0.4,3.4184961 +838.24,667.4669,-0.013414055,532.0435,880000.0,1654.0,55000.0,,274880.0,0.00044465472,0.4,3.4189386 +834.99,669.3492,-0.011192645,531.6607,890000.0,1674.0,55625.0,,278080.0,0.00044319552,0.4,3.4189386 +790.81,670.6987,-0.027766425,531.9149,900000.0,1692.0,56250.0,,281120.0,0.00044180927,0.4,3.4189386 +794.55,672.05975,-0.024759663,531.8527,910000.0,1711.0,56875.0,,284320.0,0.0004403501,0.4,3.3160982 +818.46,673.65106,0.012822727,531.79193,920000.0,1730.0,57500.0,,287360.0,0.00043896385,0.4,2.804471 +837.69,675.4149,-0.016589304,532.0366,930000.0,1748.0,58125.0,,290560.0,0.00043750464,0.4,3.1274514 +839.14,677.1567,-0.018389275,532.2763,940000.0,1766.0,58750.0,,293600.0,0.0004361184,0.4,3.1206641 +888.58,679.3822,-0.022336986,531.9149,950000.0,1786.0,59375.0,,296800.0,0.0004346592,0.4,3.345563 +892.99,681.60724,-0.0048191,531.85596,960000.0,1805.0,60000.0,,300000.0,0.0004332,0.4,3.2374434 +887.99,683.7349,0.050839134,532.08997,970000.0,1823.0,60625.0,,303040.0,0.00043181377,0.4,3.289414 +906.08,686.0037,0.0026594643,532.0304,980000.0,1842.0,61250.0,,306240.0,0.00043035456,0.4,3.0342135 +921.67,688.3842,0.040371444,531.97205,990000.0,1861.0,61875.0,,309280.0,0.0004289683,0.4,2.9403548 +975.48,691.2551,0.027574345,532.198,1000000.0,1879.0,62500.0,,312480.0,0.00042750913,0.4,2.8846664 +977.92,700.7654,0.048746902,532.1391,1010000.0,1898.0,63125.0,,315520.0,0.0004261229,0.4,3.1577966 +977.92,709.9235,-0.0044403924,532.08136,1020000.0,1917.0,63750.0,,318720.0,0.00042466368,0.4,3.2821808 +982.51,719.35956,-0.011425661,532.29974,1030000.0,1935.0,64375.0,,321760.0,0.00042327744,0.4,2.5812042 +982.51,728.16205,-0.0014063915,532.2416,1040000.0,1954.0,65000.0,,324960.0,0.00042181823,0.4,2.8023129 +982.51,736.784,-0.02402577,532.45435,1050000.0,1972.0,65625.0,,328000.0,0.000420432,0.4,3.1778164 +982.51,744.85297,-0.007924373,532.12854,1060000.0,1992.0,66250.0,,331200.0,0.0004189728,0.4,2.9901848 +980.64,753.43866,-0.04895503,532.3383,1070000.0,2010.0,66875.0,,334240.0,0.00041758656,0.4,3.3954253 +968.24,761.7799,-0.009026594,532.2819,1080000.0,2029.0,67500.0,,337440.0,0.00041612735,0.4,3.167078 +968.24,769.15454,0.013861849,532.22656,1090000.0,2048.0,68125.0,,340480.0,0.0004147411,0.4,2.8408024 +914.65,775.8963,-0.013787624,532.17224,1100000.0,2067.0,68750.0,,343680.0,0.00041328193,0.4,2.8923712 +901.97,783.0008,-0.0027181804,532.3741,1110000.0,2085.0,69375.0,,346720.0,0.0004118957,0.4,2.6974509 +901.97,789.89294,0.012494183,532.3194,1120000.0,2104.0,70000.0,,349920.0,0.00041043648,0.4,2.6917186 +867.39,795.4493,-0.022058152,532.2657,1130000.0,2123.0,70625.0,,353120.0,0.00040897727,0.4,3.3623474 +863.59,800.3764,-0.02222663,532.4615,1140000.0,2141.0,71250.0,,356160.0,0.00040759103,0.4,3.4073982 +863.59,804.7263,-0.011955331,532.4074,1150000.0,2160.0,71875.0,,359360.0,0.00040613185,0.4,3.3713999 +879.26,808.22406,-0.017350357,532.3543,1160000.0,2179.0,72500.0,,362400.0,0.0004047456,0.4,3.197209 +891.66,811.31335,-0.018296385,532.30206,1170000.0,2198.0,73125.0,,365600.0,0.0004032864,0.4,3.3012886 +891.66,813.4695,-0.019867633,532.49097,1180000.0,2216.0,73750.0,,368640.0,0.00040190015,0.4,3.4031906 +931.32,815.9275,-0.009394164,532.4385,1190000.0,2235.0,74375.0,,371840.0,0.00040044097,0.4,2.9208183 +959.9,818.7678,-0.016780924,532.38684,1200000.0,2254.0,75000.0,,374880.0,0.00039905473,0.4,3.314456 +959.9,822.14056,0.023735775,532.3361,1210000.0,2273.0,75625.0,,378080.0,0.00039759552,0.4,3.1133587 +954.28,826.08014,-0.0043600914,532.51855,1220000.0,2291.0,76250.0,,381120.0,0.00039620927,0.4,2.7034202 +981.57,830.1253,-0.012789601,532.2371,1230000.0,2311.0,76875.0,,384320.0,0.00039475007,0.4,3.390338 +980.73,834.29767,-0.009205638,532.64606,1240000.0,2328.0,77500.0,,387360.0,0.00039336385,0.4,3.2153227 +980.73,839.51276,-0.0052381866,532.368,1250000.0,2348.0,78125.0,,390560.0,0.00039190464,0.4,3.0094767 +970.86,844.3684,-0.0347424,532.5444,1260000.0,2366.0,78750.0,,393600.0,0.0003905184,0.4,3.2064123 +962.33,848.84796,0.0029259797,532.2716,1270000.0,2386.0,79375.0,,396800.0,0.0003890592,0.4,3.146884 +961.81,852.5058,-0.01167615,532.4459,1280000.0,2404.0,80000.0,,400000.0,0.0003876,0.4,3.3115623 +952.43,856.3718,0.012992104,532.3978,1290000.0,2423.0,80625.0,,403040.0,0.00038621377,0.4,3.3289995 +919.19,859.7061,-0.00649065,532.1326,1300000.0,2443.0,81250.0,,406240.0,0.00038475456,0.4,3.4057152 +915.72,862.72437,0.0035044854,532.5203,1310000.0,2460.0,81875.0,,409280.0,0.00038336831,0.4,3.3612423 +915.72,864.77734,0.011659428,532.4728,1320000.0,2479.0,82500.0,,412480.0,0.0003819091,0.4,3.153882 +909.66,866.5731,0.009294987,532.42596,1330000.0,2498.0,83125.0,,415520.0,0.0003805229,0.4,3.3682797 +909.66,868.4279,0.08625338,532.3798,1340000.0,2517.0,83750.0,,418720.0,0.00037906368,0.4,2.8154726 +911.78,870.258,0.001503177,532.5444,1350000.0,2535.0,84375.0,,421760.0,0.00037767744,0.4,3.2113352 +915.52,872.01526,0.0011014717,532.49805,1360000.0,2554.0,85000.0,,424960.0,0.00037621823,0.4,3.2273393 +916.04,873.2579,0.033068758,532.4524,1370000.0,2573.0,85625.0,,428000.0,0.000374832,0.4,2.8245308 +920.07,874.0606,-0.013894128,532.4074,1380000.0,2592.0,86250.0,,431200.0,0.0003733728,0.4,3.1817458 +940.17,875.17017,0.011019445,532.5671,1390000.0,2610.0,86875.0,,434240.0,0.00037198656,0.4,2.757289 +964.22,876.4715,-0.024888733,532.3194,1400000.0,2630.0,87500.0,,437440.0,0.00037052736,0.4,2.5341783 +971.46,877.3872,-0.025257174,532.47736,1410000.0,2648.0,88125.0,,440480.0,0.0003691411,0.4,2.698332 +972.61,878.0343,0.00024174464,532.4335,1420000.0,2667.0,88750.0,,443680.0,0.00036768193,0.4,3.37389 +982.16,878.6694,-0.012232478,532.3902,1430000.0,2686.0,89375.0,,446720.0,0.0003662957,0.4,2.9554005 +982.16,879.0043,-0.018123928,532.34753,1440000.0,2705.0,90000.0,,449920.0,0.00036483648,0.4,2.8436546 +989.91,879.3136,-0.012601775,532.3054,1450000.0,2724.0,90625.0,,453120.0,0.00036337727,0.4,2.9782405 +994.7,879.65,-0.02289975,532.2639,1460000.0,2743.0,91250.0,,456160.0,0.00036199103,0.4,2.9891975 +994.7,880.08923,-0.018810475,532.223,1470000.0,2762.0,91875.0,,459360.0,0.00036053185,0.4,3.2949476 +1000.0,880.7825,-0.022340529,532.3741,1480000.0,2780.0,92500.0,,462400.0,0.0003591456,0.4,3.3931909 +1000.0,882.1283,-0.016739506,532.33295,1490000.0,2799.0,93125.0,,465600.0,0.0003576864,0.4,3.4189386 +974.1,883.2706,-0.045496356,532.2924,1500000.0,2818.0,93750.0,,468640.0,0.00035630015,0.4,3.255273 +967.23,884.47156,-0.00041748545,532.2524,1510000.0,2837.0,94375.0,,471840.0,0.00035484097,0.4,3.0790334 +955.83,885.75995,0.0019429775,532.3993,1520000.0,2855.0,95000.0,,474880.0,0.00035345473,0.4,2.271791 +951.62,887.00616,-0.018519504,532.3591,1530000.0,2874.0,95625.0,,478080.0,0.00035199552,0.4,2.9353986 +915.68,887.89307,-0.01575127,532.3194,1540000.0,2893.0,96250.0,,481120.0,0.00035060928,0.4,3.4189386 +915.68,888.56177,-0.019397553,532.2802,1550000.0,2912.0,96875.0,,484320.0,0.00034915007,0.4,3.4189386 +914.64,889.1957,-0.030198118,532.4232,1560000.0,2930.0,97500.0,,487360.0,0.00034776385,0.4,3.4189386 +913.68,889.7827,-0.019472912,532.20337,1570000.0,2950.0,98125.0,,490560.0,0.00034630465,0.4,3.4189386 +913.68,890.0285,-0.020511819,532.34503,1580000.0,2968.0,98750.0,,493600.0,0.0003449184,0.4,3.4189386 +929.87,890.33484,-0.021324765,532.30664,1590000.0,2987.0,99375.0,,496800.0,0.0003434592,0.4,3.4189386 +946.45,890.74963,-0.011316259,532.2688,1600000.0,3006.0,100000.0,,500000.0,0.000342,0.4,3.4189386 +949.47,891.2392,-0.008258739,532.2314,1610000.0,3025.0,100625.0,,503040.0,0.00034061377,0.4,3.4189386 +950.48,891.7103,-0.022154503,532.3694,1620000.0,3043.0,101250.0,,506240.0,0.00033915456,0.4,3.4189386 +958.94,892.2662,-0.006852874,532.3318,1630000.0,3062.0,101875.0,,509280.0,0.00033776832,0.4,3.4189386 +981.61,893.11414,-0.01050714,532.29474,1640000.0,3081.0,102500.0,,512480.0,0.0003363091,0.4,3.264843 +981.61,894.0846,-0.022229461,532.4298,1650000.0,3099.0,103125.0,,515520.0,0.0003349229,0.4,3.4189386 +982.65,896.04474,-0.014313412,532.22186,1660000.0,3119.0,103750.0,,518720.0,0.0003334637,0.4,3.4189386 +983.61,898.12384,-0.018636215,532.3558,1670000.0,3137.0,104375.0,,521760.0,0.00033207744,0.4,3.4189386 +977.12,900.4489,-0.032287367,532.15076,1680000.0,3157.0,105000.0,,524960.0,0.00033061823,0.4,3.4189386 +977.12,902.8981,-0.003999502,532.28345,1690000.0,3175.0,105625.0,,528000.0,0.000329232,0.4,3.2353158 +977.12,905.5357,-0.005976043,532.248,1700000.0,3194.0,106250.0,,531200.0,0.0003277728,0.4,3.374566 +977.12,908.28705,-0.014936365,532.2129,1710000.0,3213.0,106875.0,,534240.0,0.00032638657,0.4,3.2549767 +964.45,911.09906,-0.019294988,532.34296,1720000.0,3231.0,107500.0,,537440.0,0.00032492736,0.4,3.3571122 +970.91,913.73883,-0.02185386,532.47156,1730000.0,3249.0,108125.0,,540480.0,0.0003235411,0.4,3.3187819 +907.95,915.1756,-0.024763282,532.2729,1740000.0,3269.0,108750.0,,543680.0,0.00032208193,0.4,3.1900437 +907.95,916.3694,-0.0032263703,532.4004,1750000.0,3287.0,109375.0,,546720.0,0.0003206957,0.4,2.7817059 +893.6,917.3308,-0.007627693,532.3654,1760000.0,3306.0,110000.0,,549920.0,0.00031923648,0.4,3.329023 +893.6,918.95544,-0.0065848716,532.3308,1770000.0,3325.0,110625.0,,553120.0,0.00031777727,0.4,2.9820051 +892.28,920.56885,-0.014820315,532.29663,1780000.0,3344.0,111250.0,,556160.0,0.00031639103,0.4,3.130406 +892.28,922.0569,-0.00650933,532.2629,1790000.0,3363.0,111875.0,,559360.0,0.00031493185,0.4,3.2922301 +892.28,923.4139,-0.0067188554,532.38684,1800000.0,3381.0,112500.0,,562400.0,0.0003135456,0.4,3.2535858 +912.32,924.6666,0.0005237166,532.1964,1810000.0,3401.0,113125.0,,565600.0,0.0003120864,0.4,2.6492004 +914.88,926.15906,-0.012000182,532.3194,1820000.0,3419.0,113750.0,,568640.0,0.00031070015,0.4,3.2633743 +939.69,927.9386,-0.011131555,532.2862,1830000.0,3438.0,114375.0,,571840.0,0.00030924095,0.4,3.3277838 +973.86,930.0887,0.04393061,532.4074,1840000.0,3456.0,115000.0,,574880.0,0.00030785473,0.4,2.9874685 +973.86,931.8646,0.05952834,532.22095,1850000.0,3476.0,115625.0,,578080.0,0.00030639552,0.4,2.3996217 +991.87,933.5535,-0.008564833,532.3412,1860000.0,3494.0,116250.0,,581120.0,0.00030500928,0.4,2.7914686 +989.28,935.33093,-0.00200082,532.3086,1870000.0,3513.0,116875.0,,584320.0,0.00030355007,0.4,3.0920374 +965.07,936.59924,0.009811234,532.2763,1880000.0,3532.0,117500.0,,587360.0,0.00030216383,0.4,3.3709078 +963.84,937.8878,-0.009077656,532.39435,1890000.0,3550.0,118125.0,,590560.0,0.00030070465,0.4,3.2924712 +963.84,939.6181,-0.0040500043,532.362,1900000.0,3569.0,118750.0,,593600.0,0.0002993184,0.4,3.178599 +884.14,940.51404,-0.013460017,532.33,1910000.0,3588.0,119375.0,,596800.0,0.0002978592,0.4,3.2354498 +877.09,941.1004,0.01911637,532.2983,1920000.0,3607.0,120000.0,,600000.0,0.0002964,0.4,2.430303 +870.47,941.4281,-0.047654796,532.4138,1930000.0,3625.0,120625.0,,603040.0,0.00029501377,0.4,3.1484094 +869.78,941.73456,-0.0004135648,532.382,1940000.0,3644.0,121250.0,,606240.0,0.00029355456,0.4,2.4987216 +858.91,941.43774,0.007437383,532.3505,1950000.0,3663.0,121875.0,,609280.0,0.00029216832,0.4,2.351543 +867.46,941.18243,0.013397574,532.3194,1960000.0,3682.0,122500.0,,612480.0,0.0002907091,0.4,2.2388587 +880.71,941.1096,0.0064026224,532.43243,1970000.0,3700.0,123125.0,,615520.0,0.00028932287,0.4,1.7380803 +881.94,940.8682,0.017935544,532.25806,1980000.0,3720.0,123750.0,,618720.0,0.0002878637,0.4,1.9444394 +881.94,940.47095,-0.025218287,532.37024,1990000.0,3738.0,124375.0,,621760.0,0.00028647744,0.4,2.6083615 +912.52,939.8413,0.018875994,532.33966,2000000.0,3757.0,125000.0,,624960.0,0.00028501824,0.4,2.4030995 +961.64,939.6785,0.0066032833,532.4503,2010000.0,3775.0,125625.0,,628000.0,0.000283632,0.4,2.6404753 +940.04,939.2997,0.0335222,532.2793,2020000.0,3795.0,126250.0,,631200.0,0.0002821728,0.4,3.1979446 +930.21,938.7768,-0.005115675,532.3892,2030000.0,3813.0,126875.0,,634240.0,0.00028078657,0.4,3.288527 +941.77,938.3694,-0.0070884223,532.3591,2040000.0,3832.0,127500.0,,637440.0,0.00027932736,0.4,3.1826608 +932.24,937.8667,0.00076996256,532.4675,2050000.0,3850.0,128125.0,,640480.0,0.00027794112,0.4,2.6681995 +941.39,937.45557,0.019989412,532.4373,2060000.0,3869.0,128750.0,,643680.0,0.0002764819,0.4,2.6919281 +941.39,937.063,0.005975099,532.4074,2070000.0,3888.0,129375.0,,646720.0,0.0002750957,0.4,2.8678808 +941.39,936.79443,0.010018898,532.3778,2080000.0,3907.0,130000.0,,649920.0,0.00027363648,0.4,2.9736805 +941.39,936.52594,-0.009104124,532.34845,2090000.0,3926.0,130625.0,,653120.0,0.00027217728,0.4,2.3480806 +941.39,936.79333,0.0048403097,532.45435,2100000.0,3944.0,131250.0,,656160.0,0.00027079103,0.4,3.0692904 +965.95,937.4332,-0.003911899,532.4249,2110000.0,3963.0,131875.0,,659360.0,0.00026933185,0.4,2.9264088 +974.02,938.15375,-0.016162349,532.39575,2120000.0,3982.0,132500.0,,662400.0,0.0002679456,0.4,2.753306 +990.47,939.38446,-0.014659598,532.3669,2130000.0,4001.0,133125.0,,665600.0,0.0002664864,0.4,2.923685 +986.85,940.617,-0.007865545,532.47076,2140000.0,4019.0,133750.0,,668640.0,0.00026510016,0.4,2.8632538 +996.38,941.945,0.048555456,532.4418,2150000.0,4038.0,134375.0,,671840.0,0.00026364095,0.4,2.4946 +996.38,943.11615,0.04330314,532.4131,2160000.0,4057.0,135000.0,,674880.0,0.00026225473,0.4,2.2431982 +996.38,944.16345,0.006701823,532.3847,2170000.0,4076.0,135625.0,,678080.0,0.00026079552,0.4,2.0608141 +996.38,945.21063,-0.011663156,532.4866,2180000.0,4094.0,136250.0,,681120.0,0.00025940928,0.4,3.0776846 +996.38,945.86127,0.0063412525,532.3286,2190000.0,4114.0,136875.0,,684320.0,0.00025795007,0.4,2.322065 +996.38,946.22595,-0.008821717,532.5587,2200000.0,4131.0,137500.0,,687360.0,0.00025656383,0.4,2.7659912 +993.37,946.5606,-0.011545858,532.5301,2210000.0,4150.0,138125.0,,690560.0,0.00025510465,0.4,2.5949354 +993.37,946.9515,0.011146011,532.5018,2220000.0,4169.0,138750.0,,693600.0,0.0002537184,0.4,1.9416165 +996.99,947.1057,0.043472845,532.47375,2230000.0,4188.0,139375.0,,696800.0,0.0002522592,0.4,1.5964535 +996.99,947.2683,0.016581899,532.4459,2240000.0,4207.0,140000.0,,700000.0,0.0002508,0.4,2.0795474 +996.99,947.4309,0.043348428,532.41833,2250000.0,4226.0,140625.0,,703040.0,0.00024941377,0.4,1.6695769 +996.99,947.6923,0.020283846,532.39105,2260000.0,4245.0,141250.0,,706240.0,0.00024795457,0.4,1.8835151 +996.99,948.0389,-0.016912421,532.48883,2270000.0,4263.0,141875.0,,709280.0,0.00024656832,0.4,2.5782068 +996.99,948.3907,-0.01468149,532.4615,2280000.0,4282.0,142500.0,,712480.0,0.0002451091,0.4,2.4669795 +996.99,948.83624,0.008113872,532.4343,2290000.0,4301.0,143125.0,,715520.0,0.00024372288,0.4,2.4309802 +996.99,949.6143,0.0020630618,532.4074,2300000.0,4320.0,143750.0,,718720.0,0.00024226368,0.4,2.3831742 +1000.0,950.4571,-0.009143802,532.5035,2310000.0,4338.0,144375.0,,721760.0,0.00024087745,0.4,2.4402916 +1000.0,951.29987,-8.0628415e-05,532.3543,2320000.0,4358.0,145000.0,,724960.0,0.00023941824,0.4,2.4386106 +1000.0,952.2032,-0.0035787558,532.4497,2330000.0,4376.0,145625.0,,728000.0,0.000238032,0.4,2.787384 +1000.0,953.10657,-0.0047926176,532.4232,2340000.0,4395.0,146250.0,,731200.0,0.0002365728,0.4,2.8124099 +1000.0,953.9888,-0.009897682,532.5176,2350000.0,4413.0,146875.0,,734240.0,0.00023518656,0.4,2.5694818 +1000.0,954.8336,-0.018010365,532.37085,2360000.0,4433.0,147500.0,,737440.0,0.00023372736,0.4,3.1114335 +1000.0,955.6731,-0.007621933,532.4646,2370000.0,4451.0,148125.0,,740480.0,0.00023234112,0.4,3.2307649 +1000.0,956.4725,-0.014472092,532.4385,2380000.0,4470.0,148750.0,,743680.0,0.00023088192,0.4,3.0744472 +1000.0,957.0708,-0.014878094,532.41254,2390000.0,4489.0,149375.0,,746720.0,0.00022949568,0.4,3.4189386 +1000.0,957.4286,-0.011954503,532.38684,2400000.0,4508.0,150000.0,,749920.0,0.00022803649,0.4,3.4189386 +1000.0,957.714,-0.014815661,532.3614,2410000.0,4527.0,150625.0,,753120.0,0.00022657728,0.4,3.3809917 +965.59,957.6438,-0.0050257887,532.45325,2420000.0,4545.0,151250.0,,756160.0,0.00022519103,0.4,3.4189386 +949.31,957.31537,-0.024930015,532.31104,2430000.0,4565.0,151875.0,,759360.0,0.00022373184,0.4,3.4189386 +949.31,956.9869,-0.013893125,532.51855,2440000.0,4582.0,152500.0,,762400.0,0.0002223456,0.4,3.4189386 +947.18,956.55963,-0.013379991,532.3772,2450000.0,4602.0,153125.0,,765600.0,0.0002208864,0.4,3.3328633 +941.83,956.0309,0.05489341,532.4675,2460000.0,4620.0,153750.0,,768640.0,0.00021950016,0.4,3.0655832 +922.87,955.3125,-0.010332458,532.4423,2470000.0,4639.0,154375.0,,771840.0,0.00021804096,0.4,3.371254 +922.87,954.5412,-0.0066278353,532.5317,2480000.0,4657.0,155000.0,,774880.0,0.00021665472,0.4,3.4189386 +914.18,953.68286,-0.008509989,532.3926,2490000.0,4677.0,155625.0,,778080.0,0.00021519553,0.4,3.4189386 +897.68,952.91876,-0.03251273,532.4814,2500000.0,4695.0,156250.0,,781120.0,0.00021380928,0.4,3.4189386 +885.91,952.1055,-0.013353606,532.45654,2510000.0,4714.0,156875.0,,784320.0,0.00021235007,0.4,3.4189386 +921.89,951.7662,-0.015060057,532.5444,2520000.0,4732.0,157500.0,,787360.0,0.00021096384,0.4,3.3855052 +921.24,951.46234,0.00022665458,532.4074,2530000.0,4752.0,158125.0,,790560.0,0.00020950464,0.4,3.3297765 +923.37,951.53925,0.004970364,532.49475,2540000.0,4770.0,158750.0,,793600.0,0.0002081184,0.4,3.2926102 +907.1,951.4535,0.011179812,532.4702,2550000.0,4789.0,159375.0,,796800.0,0.0002066592,0.4,3.2471464 +892.38,951.23096,0.019239761,532.4459,2560000.0,4808.0,160000.0,,800000.0,0.0002052,0.4,3.1522596 +890.26,950.9967,-0.022637,532.4218,2570000.0,4827.0,160625.0,,803040.0,0.00020381376,0.4,3.0516565 +898.38,950.84375,0.029733429,532.3978,2580000.0,4846.0,161250.0,,806240.0,0.00020235455,0.4,2.804359 +891.14,950.4565,-0.01170747,532.4836,2590000.0,4864.0,161875.0,,809280.0,0.00020096832,0.4,2.7977831 +903.36,950.0256,0.034046046,532.45953,2600000.0,4883.0,162500.0,,812480.0,0.00019950912,0.4,2.2780206 +899.49,949.52576,0.0058527435,532.5444,2610000.0,4901.0,163125.0,,815520.0,0.00019812289,0.4,2.6118731 +900.14,949.02234,0.060386684,532.5203,2620000.0,4920.0,163750.0,,818720.0,0.00019666368,0.4,2.2257316 +903.21,948.465,0.073374584,532.49646,2630000.0,4939.0,164375.0,,821760.0,0.00019527743,0.4,1.9163903 +921.76,947.86646,0.022364823,532.4728,2640000.0,4958.0,165000.0,,824960.0,0.00019381824,0.4,2.5149255 +937.51,947.4255,0.04308978,532.5563,2650000.0,4976.0,165625.0,,828000.0,0.000192432,0.4,2.6649618 +934.6,946.945,0.023594696,532.53253,2660000.0,4995.0,166250.0,,831200.0,0.0001909728,0.4,1.7212491 +952.31,946.63196,0.009269588,532.509,2670000.0,5014.0,166875.0,,834240.0,0.00018958656,0.4,2.5275924 +951.48,946.37555,0.021844083,532.4856,2680000.0,5033.0,167500.0,,837440.0,0.00018812736,0.4,2.3307004 +955.2,946.15643,0.025949111,532.5678,2690000.0,5051.0,168125.0,,840480.0,0.00018674112,0.4,2.1204185 +938.36,945.7688,0.049749333,532.43933,2700000.0,5071.0,168750.0,,843680.0,0.00018528193,0.4,1.906615 +896.01,944.95764,-0.0026600498,532.5211,2710000.0,5089.0,169375.0,,846720.0,0.00018389568,0.4,3.387195 +854.41,943.85724,0.021799648,532.49805,2720000.0,5108.0,170000.0,,849920.0,0.00018243647,0.4,2.9616985 +829.9,942.4471,0.016007965,532.47516,2730000.0,5127.0,170625.0,,853120.0,0.00018097728,0.4,2.668933 +815.96,941.5273,-0.019771226,532.4524,2740000.0,5146.0,171250.0,,856160.0,0.00017959104,0.4,2.940424 +802.95,940.4773,-0.0031927004,532.4298,2750000.0,5165.0,171875.0,,859360.0,0.00017813184,0.4,3.3429384 +790.25,939.44385,-0.004629275,532.51013,2760000.0,5183.0,172500.0,,862400.0,0.0001767456,0.4,3.2413871 +806.69,938.5747,0.007385175,532.4875,2770000.0,5202.0,173125.0,,865600.0,0.0001752864,0.4,2.507928 +808.93,937.74115,0.05569178,532.5671,2780000.0,5220.0,173750.0,,868640.0,0.00017390016,0.4,2.7284195 +843.39,937.25226,0.047114264,532.44275,2790000.0,5240.0,174375.0,,871840.0,0.00017244097,0.4,2.2960286 +876.87,937.09814,0.07607808,532.52185,2800000.0,5258.0,175000.0,,874880.0,0.00017105472,0.4,2.47933 +900.54,936.9803,0.031355273,532.3986,2810000.0,5278.0,175625.0,,878080.0,0.00016959551,0.4,2.5569959 +925.06,937.0822,-0.0024242213,532.47736,2820000.0,5296.0,176250.0,,881120.0,0.00016820928,0.4,2.916576 +866.15,936.3468,-0.005809347,532.4553,2830000.0,5315.0,176875.0,,884320.0,0.00016675008,0.4,3.357997 +877.56,935.3837,0.04311716,532.4335,2840000.0,5334.0,177500.0,,887360.0,0.00016536385,0.4,2.618793 +881.71,934.46234,0.01880717,532.5112,2850000.0,5352.0,178125.0,,890560.0,0.00016390464,0.4,2.8487077 +878.34,933.327,0.032161944,532.58844,2860000.0,5370.0,178750.0,,893600.0,0.0001625184,0.4,2.8295996 +845.47,931.889,-0.004471119,532.4675,2870000.0,5390.0,179375.0,,896800.0,0.0001610592,0.4,2.8545218 +844.39,930.6821,-0.013512555,532.4459,2880000.0,5409.0,180000.0,,900000.0,0.0001596,0.4,3.4189386 +848.92,929.53296,-0.009870005,532.5226,2890000.0,5427.0,180625.0,,903040.0,0.00015821376,0.4,3.2149267 +858.71,928.4816,0.008690227,532.5009,2900000.0,5446.0,181250.0,,906240.0,0.00015675456,0.4,2.5225828 +858.93,928.2296,0.078975454,532.47943,2910000.0,5465.0,181875.0,,909280.0,0.00015536833,0.4,2.253978 +902.93,928.4879,0.021269692,532.45807,2920000.0,5484.0,182500.0,,912480.0,0.00015390912,0.4,2.4844203 +941.21,929.1953,0.04030877,532.5336,2930000.0,5502.0,183125.0,,915520.0,0.00015252289,0.4,2.8085136 +951.19,930.00946,0.015011947,532.4158,2940000.0,5522.0,183750.0,,918720.0,0.00015106368,0.4,2.4601521 +951.19,930.9322,0.005885377,532.49097,2950000.0,5540.0,184375.0,,921760.0,0.00014967743,0.4,3.0057764 +965.18,931.90936,-0.002319819,532.46985,2960000.0,5559.0,185000.0,,924960.0,0.00014821824,0.4,2.9252691 +992.43,933.02655,0.00041949423,532.5444,2970000.0,5577.0,185625.0,,928000.0,0.000146832,0.4,2.9258466 +992.43,934.1315,0.021771954,532.4281,2980000.0,5597.0,186250.0,,931200.0,0.0001453728,0.4,2.242442 +996.03,935.2724,0.09202676,532.5022,2990000.0,5615.0,186875.0,,934240.0,0.00014398656,0.4,1.5200732 +986.43,936.0115,0.063072436,532.4814,3000000.0,5634.0,187500.0,,937440.0,0.00014252737,0.4,1.9356995 +979.39,936.1891,0.036180995,532.5549,3010000.0,5652.0,188125.0,,940480.0,0.00014114112,0.4,2.4175372 +967.64,936.465,-0.017552752,532.53394,3020000.0,5671.0,188750.0,,943680.0,0.00013968191,0.4,3.4130325 +967.64,936.8393,-0.0023777222,532.6068,3030000.0,5689.0,189375.0,,946720.0,0.00013829568,0.4,2.8711858 +967.64,937.098,0.026936818,532.49255,3040000.0,5709.0,190000.0,,949920.0,0.00013683648,0.4,2.6137905 +967.64,937.452,0.033605184,532.47205,3050000.0,5728.0,190625.0,,953120.0,0.00013537728,0.4,2.3552334 +967.64,937.71454,0.037035134,532.5444,3060000.0,5746.0,191250.0,,956160.0,0.00013399104,0.4,2.6446729 +971.61,938.0167,0.009270917,532.52386,3070000.0,5765.0,191875.0,,959360.0,0.00013253184,0.4,2.5247762 +971.61,938.3189,0.004471177,532.5035,3080000.0,5784.0,192500.0,,962400.0,0.0001311456,0.4,2.0505638 +971.61,938.62103,0.006085142,532.4832,3090000.0,5803.0,193125.0,,965600.0,0.0001296864,0.4,2.6147256 +981.21,939.0193,-0.0030079528,532.55457,3100000.0,5821.0,193750.0,,968640.0,0.00012830016,0.4,2.4616828 +988.25,939.24225,0.022112492,532.53424,3110000.0,5840.0,194375.0,,971840.0,0.00012684095,0.4,2.1296182 +1000.0,939.50214,0.0037868868,532.5141,3120000.0,5859.0,195000.0,,974880.0,0.00012545472,0.4,2.3362408 +1000.0,939.59735,0.016795194,532.494,3130000.0,5878.0,195625.0,,978080.0,0.00012399552,0.4,2.2779875 +1000.0,939.7289,0.0002866699,532.56445,3140000.0,5896.0,196250.0,,981120.0,0.00012260929,0.4,2.5751505 +1000.0,939.765,-0.016360944,532.45435,3150000.0,5916.0,196875.0,,984320.0,0.00012115008,0.4,3.2033439 +1000.0,939.8013,0.013640775,532.5244,3160000.0,5934.0,197500.0,,987360.0,0.00011976384,0.4,2.074757 +1000.0,939.8375,0.016245633,532.50464,3170000.0,5953.0,198125.0,,990560.0,0.00011830464,0.4,2.4441683 +999.93,939.87305,0.016325539,532.4849,3180000.0,5972.0,198750.0,,993600.0,0.0001169184,0.4,2.2184627 +999.93,939.90845,0.004245511,532.55426,3190000.0,5990.0,199375.0,,996800.0,0.0001154592,0.4,2.8209984 +999.93,939.944,0.029043332,532.4459,3200000.0,6010.0,200000.0,,1000000.0,0.000114,0.4,2.110725 +999.93,940.0096,-0.025414273,532.51495,3210000.0,6028.0,200625.0,,1003040.0,0.00011261376,0.4,2.1136913 +999.93,940.07513,0.028549856,532.4074,3220000.0,6048.0,201250.0,,1006240.0,0.00011115456,0.4,2.6685934 +990.63,940.01154,-0.011738558,532.4761,3230000.0,6066.0,201875.0,,1009280.0,0.00010976832,0.4,3.149713 +981.29,939.8547,-0.03342623,532.45685,3240000.0,6085.0,202500.0,,1012480.0,0.00010830912,0.4,2.0622127 +879.89,938.6836,-0.015007426,532.43774,3250000.0,6104.0,203125.0,,1015520.0,0.00010692288,0.4,2.9086933 +879.89,937.51263,-0.011495859,532.50574,3260000.0,6122.0,203750.0,,1018720.0,0.00010546368,0.4,2.6000595 +879.96,936.3423,0.027373964,532.5733,3270000.0,6140.0,204375.0,,1021760.0,0.00010407744,0.4,1.7598829 +879.96,935.17206,-0.009222482,532.4675,3280000.0,6160.0,205000.0,,1024960.0,0.00010261824,0.4,2.1440556 +879.96,934.00165,0.019710038,532.5348,3290000.0,6178.0,205625.0,,1028000.0,0.000101232,0.4,1.8159063 +879.96,932.8314,-0.025985314,532.51575,3300000.0,6197.0,206250.0,,1031200.0,9.97728e-05,0.4,1.7771561 +879.96,931.6309,0.0023594738,532.58246,3310000.0,6215.0,206875.0,,1034240.0,9.838656e-05,0.4,2.821024 +889.26,930.5236,-0.004653995,532.47797,3320000.0,6235.0,207500.0,,1037440.0,9.692736e-05,0.4,2.369632 +898.6,929.5095,0.002622767,532.5444,3330000.0,6253.0,208125.0,,1040480.0,9.554112e-05,0.4,2.5465856 +943.93,928.9489,-0.0013666329,532.5255,3340000.0,6272.0,208750.0,,1043680.0,9.408192e-05,0.4,2.230578 +1000.0,928.94885,0.033921026,532.5068,3350000.0,6291.0,209375.0,,1046720.0,9.269568e-05,0.4,2.4576993 +1000.0,928.9489,0.017005993,532.4881,3360000.0,6310.0,210000.0,,1049920.0,9.123648e-05,0.4,2.2114997 +1000.0,928.94885,0.0028926383,532.4696,3370000.0,6329.0,210625.0,,1053120.0,8.977728e-05,0.4,1.6826175 +1000.0,928.9489,0.007462741,532.53503,3380000.0,6347.0,211250.0,,1056160.0,8.839104e-05,0.4,2.4757802 +1000.0,928.9489,0.0057089874,532.43286,3390000.0,6367.0,211875.0,,1059360.0,8.693184e-05,0.4,2.0665355 +1000.0,928.9489,0.013573974,532.49805,3400000.0,6385.0,212500.0,,1062400.0,8.55456e-05,0.4,1.2393069 +1000.0,928.94885,0.004184,532.4797,3410000.0,6404.0,213125.0,,1065600.0,8.40864e-05,0.4,1.5470295 +1000.0,929.29297,0.0033743375,532.5444,3420000.0,6422.0,213750.0,,1068640.0,8.270016e-05,0.4,2.4165978 +1000.0,929.79987,0.012458673,532.526,3430000.0,6441.0,214375.0,,1071840.0,8.124096e-05,0.4,2.313819 +1000.0,930.3068,0.029943025,532.50775,3440000.0,6460.0,215000.0,,1074880.0,7.985472e-05,0.4,1.4725165 +1000.0,930.835,0.014159036,532.48956,3450000.0,6479.0,215625.0,,1078080.0,7.839552e-05,0.4,1.9665556 +1000.0,931.41675,-0.026896173,532.47156,3460000.0,6498.0,216250.0,,1081120.0,7.700928e-05,0.4,1.9586519 +1000.0,932.188,0.0045969686,532.4536,3470000.0,6517.0,216875.0,,1084320.0,7.555008e-05,0.4,2.7362533 +1000.0,932.9593,0.009010338,532.5172,3480000.0,6535.0,217500.0,,1087360.0,7.416384e-05,0.4,2.7349567 +1000.0,933.8175,0.048753347,532.49927,3490000.0,6554.0,218125.0,,1090560.0,7.270464e-05,0.4,1.4817523 +1000.0,934.8407,0.03504553,532.5624,3500000.0,6572.0,218750.0,,1093600.0,7.13184e-05,0.4,1.8792601 +1000.0,935.98157,-0.005887953,532.5444,3510000.0,6591.0,219375.0,,1096800.0,6.98592e-05,0.4,2.0282803 +1000.0,936.76263,0.007368285,532.4459,3520000.0,6611.0,220000.0,,1100000.0,6.84e-05,0.4,1.2699416 +1000.0,937.55023,0.0025406263,532.50867,3530000.0,6629.0,220625.0,,1103040.0,6.701376e-05,0.4,2.0235047 +996.96,938.2862,0.0032685117,532.49097,3540000.0,6648.0,221250.0,,1106240.0,6.555456e-05,0.4,2.4168372 +996.96,939.1848,0.025880119,532.4734,3550000.0,6667.0,221875.0,,1109280.0,6.416832e-05,0.4,1.9576416 +996.96,940.23065,0.027168304,532.4559,3560000.0,6686.0,222500.0,,1112480.0,6.270912e-05,0.4,1.1731217 +996.96,941.2976,0.037786845,532.5179,3570000.0,6704.0,223125.0,,1115520.0,6.132288e-05,0.4,1.8252226 +996.96,942.28345,0.040910326,532.50037,3580000.0,6723.0,223750.0,,1118720.0,5.986368e-05,0.4,0.83132493 +996.96,943.3416,0.030884067,532.483,3590000.0,6742.0,224375.0,,1121760.0,5.847744e-05,0.4,1.26409 +996.96,944.27765,0.010730489,532.46564,3600000.0,6761.0,225000.0,,1124960.0,5.701824e-05,0.4,1.8055583 +996.96,945.2523,0.0143125495,532.5269,3610000.0,6779.0,225625.0,,1128000.0,5.5632e-05,0.4,1.3378918 +996.96,946.22064,0.028002579,532.5096,3620000.0,6798.0,226250.0,,1131200.0,5.41728e-05,0.4,2.3942618 +1000.0,947.1884,0.004820004,532.4923,3630000.0,6817.0,226875.0,,1134240.0,5.278656e-05,0.4,2.3108675 +994.74,947.9183,0.004721435,532.47516,3640000.0,6836.0,227500.0,,1137440.0,5.132736e-05,0.4,2.6127205 +994.74,948.49054,0.016652443,532.53577,3650000.0,6854.0,228125.0,,1140480.0,4.994112e-05,0.4,0.5907404 +994.74,949.092,0.03715199,532.51855,3660000.0,6873.0,228750.0,,1143680.0,4.848192e-05,0.4,1.2376795 +994.74,949.51624,0.06752495,532.57874,3670000.0,6891.0,229375.0,,1146720.0,4.709568e-05,0.4,1.0857742 +994.74,949.9489,0.046350833,532.5615,3680000.0,6910.0,230000.0,,1149920.0,4.563648e-05,0.4,1.3409497 +994.74,950.34424,0.031252842,532.4675,3690000.0,6930.0,230625.0,,1153120.0,4.417728e-05,0.4,1.9020662 +994.74,950.90814,0.010693718,532.52734,3700000.0,6948.0,231250.0,,1156160.0,4.279104e-05,0.4,1.6526572 +982.23,951.77026,0.04065047,532.5104,3710000.0,6967.0,231875.0,,1159360.0,4.133184e-05,0.4,1.3311458 +982.23,953.04846,0.034489572,532.4935,3720000.0,6986.0,232500.0,,1162400.0,3.99456e-05,0.4,0.8500585 +982.23,954.57153,0.056856323,532.4768,3730000.0,7005.0,233125.0,,1165600.0,3.84864e-05,0.4,1.1488941 +987.49,956.2869,0.07397135,532.53595,3740000.0,7023.0,233750.0,,1168640.0,3.710016e-05,0.4,0.51637304 +981.39,958.07135,0.04659159,532.51917,3750000.0,7042.0,234375.0,,1171840.0,3.564096e-05,0.4,1.0427475 +981.39,959.9828,0.045654077,532.5025,3760000.0,7061.0,235000.0,,1174880.0,3.425472e-05,0.4,0.43772635 +981.39,961.7299,0.07555897,532.4859,3770000.0,7080.0,235625.0,,1178080.0,3.279552e-05,0.4,0.2049149 +981.39,963.45447,0.033620447,532.5444,3780000.0,7098.0,236250.0,,1181120.0,3.140928e-05,0.4,0.74386525 +981.39,964.8345,0.0057567274,532.45294,3790000.0,7118.0,236875.0,,1184320.0,2.995008e-05,0.4,1.2942872 +981.39,965.8797,0.034747034,532.5112,3800000.0,7136.0,237500.0,,1187360.0,2.856384e-05,0.4,0.710215 +993.9,966.81323,0.013860648,532.49475,3810000.0,7155.0,238125.0,,1190560.0,2.710464e-05,0.4,1.5210462 +991.57,967.4783,0.017703835,532.5526,3820000.0,7173.0,238750.0,,1193600.0,2.57184e-05,0.4,1.1162097 +991.57,968.7325,0.0103241475,532.4621,3830000.0,7193.0,239375.0,,1196800.0,2.42592e-05,0.4,1.7742679 +987.19,969.8287,-0.0014564351,532.4459,3840000.0,7212.0,240000.0,,1200000.0,2.28e-05,0.4,1.9913568 +990.79,970.9196,0.0081622675,532.5035,3850000.0,7230.0,240625.0,,1203040.0,2.141376e-05,0.4,1.7938931 +990.79,972.044,0.005271697,532.4138,3860000.0,7250.0,241250.0,,1206240.0,1.995456e-05,0.4,1.170748 +990.79,973.49725,0.032688793,532.4711,3870000.0,7268.0,241875.0,,1209280.0,1.856832e-05,0.4,0.81287086 +981.58,974.86914,0.019485107,532.4551,3880000.0,7287.0,242500.0,,1212480.0,1.710912e-05,0.4,1.0725902 +981.58,976.1958,0.031016285,532.51196,3890000.0,7305.0,243125.0,,1215520.0,1.572288e-05,0.4,0.81376296 +981.58,977.42444,0.0025956754,532.4232,3900000.0,7325.0,243750.0,,1218720.0,1.426368e-05,0.4,0.9218466 +981.58,978.65094,0.026937664,532.4799,3910000.0,7343.0,244375.0,,1221760.0,1.287744e-05,0.4,0.9205662 +983.91,979.46075,0.0049355063,532.464,3920000.0,7362.0,245000.0,,1224960.0,1.141824e-05,0.4,0.54974455 +983.91,979.88763,0.02162402,532.4482,3930000.0,7381.0,245625.0,,1228000.0,1.0032e-05,0.4,0.93815196 +988.29,980.25867,0.004526707,532.43243,3940000.0,7400.0,246250.0,,1231200.0,8.5728e-06,0.4,0.6675669 +990.79,980.65466,-0.004949481,532.4885,3950000.0,7418.0,246875.0,,1234240.0,7.18656e-06,0.4,0.8449915 +982.73,980.83026,0.049525183,532.4012,3960000.0,7438.0,247500.0,,1237440.0,5.72736e-06,0.4,1.2609076 +982.73,980.7332,-0.023607975,532.4571,3970000.0,7456.0,248125.0,,1240480.0,4.34112e-06,0.4,0.91539603 +991.94,980.72833,-0.020578759,532.44147,3980000.0,7475.0,248750.0,,1243680.0,2.88192e-06,0.4,1.2491622 +991.94,980.68744,-0.003136089,532.497,3990000.0,7493.0,249375.0,,1246720.0,1.49568e-06,0.4,1.2318834 +991.94,980.7425,-0.000897598,532.2688,4000000.0,7515.0,250000.0,,1249920.0,3.648e-08,0.4,0.4809627 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_eval.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..694b09f5d985bdd24f4b8d6c48fe943066cfa12f --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_eval.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 980.7424926757812, + "strength": 881.6826782226562, + "max_strength": 994.719970703125, + "final_strength": 986.6599731445312, + "sample_efficiency": 8.504569564138365e-07, + "training_efficiency": 2.7238254460826283e-06, + "stability": 0.9939804673194885 + }, + "local": { + "mean_returns": [ + 26.899999618530273, + 62.11000061035156, + 38.90999984741211, + 102.26000213623047, + 120.30999755859375, + 175.61000061035156, + 122.06999969482422, + 134.1199951171875, + 230.77999877929688, + 240.47000122070312, + 191.52000427246094, + 212.75, + 311.760009765625, + 370.8800048828125, + 428.6000061035156, + 529.489990234375, + 582.719970703125, + 676.0499877929688, + 685.510009765625, + 675.8699951171875, + 622.6300048828125, + 560.3200073242188, + 577.0599975585938, + 563.489990234375, + 459.2200012207031, + 485.2900085449219, + 514.3800048828125, + 596.030029296875, + 565.8300170898438, + 585.760009765625, + 613.8900146484375, + 710.4199829101562, + 730.0800170898438, + 724.1799926757812, + 728.77001953125, + 739.7999877929688, + 791.780029296875, + 839.7999877929688, + 829.219970703125, + 834.0800170898438, + 879.8900146484375, + 907.9000244140625, + 918.6500244140625, + 948.6599731445312, + 958.97998046875, + 961.0599975585938, + 950.7899780273438, + 930.6699829101562, + 865.4299926757812, + 859.8599853515625, + 847.1300048828125, + 826.989990234375, + 826.989990234375, + 826.989990234375, + 848.8200073242188, + 851.25, + 854.97998046875, + 889.0999755859375, + 899.22998046875, + 904.97998046875, + 900.510009765625, + 903.3599853515625, + 903.3599853515625, + 896.8099975585938, + 884.5599975585938, + 786.6400146484375, + 775.7000122070312, + 744.6099853515625, + 732.2100219726562, + 713.3499755859375, + 701.97998046875, + 683.260009765625, + 706.9299926757812, + 764.280029296875, + 788.5700073242188, + 797.469970703125, + 731.1300048828125, + 730.9500122070312, + 743.469970703125, + 756.5800170898438, + 787.0399780273438, + 765.6500244140625, + 761.72998046875, + 758.8499755859375, + 796.260009765625, + 822.969970703125, + 811.5499877929688, + 838.239990234375, + 834.989990234375, + 790.8099975585938, + 794.5499877929688, + 818.4600219726562, + 837.6900024414062, + 839.1400146484375, + 888.5800170898438, + 892.989990234375, + 887.989990234375, + 906.0800170898438, + 921.6699829101562, + 975.47998046875, + 977.9199829101562, + 977.9199829101562, + 982.510009765625, + 982.510009765625, + 982.510009765625, + 982.510009765625, + 980.6400146484375, + 968.239990234375, + 968.239990234375, + 914.6500244140625, + 901.969970703125, + 901.969970703125, + 867.3900146484375, + 863.5900268554688, + 863.5900268554688, + 879.260009765625, + 891.6599731445312, + 891.6599731445312, + 931.3200073242188, + 959.9000244140625, + 959.9000244140625, + 954.280029296875, + 981.5700073242188, + 980.72998046875, + 980.72998046875, + 970.8599853515625, + 962.3300170898438, + 961.8099975585938, + 952.4299926757812, + 919.1900024414062, + 915.719970703125, + 915.719970703125, + 909.6599731445312, + 909.6599731445312, + 911.780029296875, + 915.52001953125, + 916.0399780273438, + 920.0700073242188, + 940.1699829101562, + 964.219970703125, + 971.4600219726562, + 972.6099853515625, + 982.1599731445312, + 982.1599731445312, + 989.9099731445312, + 994.7000122070312, + 994.7000122070312, + 1000.0, + 1000.0, + 974.0999755859375, + 967.22998046875, + 955.8300170898438, + 951.6199951171875, + 915.6799926757812, + 915.6799926757812, + 914.6400146484375, + 913.6799926757812, + 913.6799926757812, + 929.8699951171875, + 946.4500122070312, + 949.469970703125, + 950.47998046875, + 958.9400024414062, + 981.6099853515625, + 981.6099853515625, + 982.6500244140625, + 983.6099853515625, + 977.1199951171875, + 977.1199951171875, + 977.1199951171875, + 977.1199951171875, + 964.4500122070312, + 970.9099731445312, + 907.9500122070312, + 907.9500122070312, + 893.5999755859375, + 893.5999755859375, + 892.280029296875, + 892.280029296875, + 892.280029296875, + 912.3200073242188, + 914.8800048828125, + 939.6900024414062, + 973.8599853515625, + 973.8599853515625, + 991.8699951171875, + 989.280029296875, + 965.0700073242188, + 963.8400268554688, + 963.8400268554688, + 884.1400146484375, + 877.0900268554688, + 870.469970703125, + 869.780029296875, + 858.9099731445312, + 867.4600219726562, + 880.7100219726562, + 881.9400024414062, + 881.9400024414062, + 912.52001953125, + 961.6400146484375, + 940.0399780273438, + 930.2100219726562, + 941.77001953125, + 932.239990234375, + 941.3900146484375, + 941.3900146484375, + 941.3900146484375, + 941.3900146484375, + 941.3900146484375, + 965.9500122070312, + 974.02001953125, + 990.469970703125, + 986.8499755859375, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 993.3699951171875, + 993.3699951171875, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 965.5900268554688, + 949.3099975585938, + 949.3099975585938, + 947.1799926757812, + 941.8300170898438, + 922.8699951171875, + 922.8699951171875, + 914.1799926757812, + 897.6799926757812, + 885.9099731445312, + 921.8900146484375, + 921.239990234375, + 923.3699951171875, + 907.0999755859375, + 892.3800048828125, + 890.260009765625, + 898.3800048828125, + 891.1400146484375, + 903.3599853515625, + 899.489990234375, + 900.1400146484375, + 903.2100219726562, + 921.760009765625, + 937.510009765625, + 934.5999755859375, + 952.3099975585938, + 951.47998046875, + 955.2000122070312, + 938.3599853515625, + 896.010009765625, + 854.4099731445312, + 829.9000244140625, + 815.9600219726562, + 802.9500122070312, + 790.25, + 806.6900024414062, + 808.9299926757812, + 843.3900146484375, + 876.8699951171875, + 900.5399780273438, + 925.0599975585938, + 866.1500244140625, + 877.5599975585938, + 881.7100219726562, + 878.3400268554688, + 845.469970703125, + 844.3900146484375, + 848.9199829101562, + 858.7100219726562, + 858.9299926757812, + 902.9299926757812, + 941.2100219726562, + 951.1900024414062, + 951.1900024414062, + 965.1799926757812, + 992.4299926757812, + 992.4299926757812, + 996.030029296875, + 986.4299926757812, + 979.3900146484375, + 967.6400146484375, + 967.6400146484375, + 967.6400146484375, + 967.6400146484375, + 967.6400146484375, + 971.6099853515625, + 971.6099853515625, + 971.6099853515625, + 981.2100219726562, + 988.25, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 999.9299926757812, + 999.9299926757812, + 999.9299926757812, + 999.9299926757812, + 999.9299926757812, + 990.6300048828125, + 981.2899780273438, + 879.8900146484375, + 879.8900146484375, + 879.9600219726562, + 879.9600219726562, + 879.9600219726562, + 879.9600219726562, + 879.9600219726562, + 889.260009765625, + 898.5999755859375, + 943.9299926757812, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 1000.0, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 982.22998046875, + 982.22998046875, + 982.22998046875, + 987.489990234375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 993.9000244140625, + 991.5700073242188, + 991.5700073242188, + 987.1900024414062, + 990.7899780273438, + 990.7899780273438, + 990.7899780273438, + 981.5800170898438, + 981.5800170898438, + 981.5800170898438, + 981.5800170898438, + 983.9099731445312, + 983.9099731445312, + 988.2899780273438, + 990.7899780273438, + 982.72998046875, + 982.72998046875, + 991.9400024414062, + 991.9400024414062, + 991.9400024414062 + ], + "strengths": [ + 21.619998931884766, + 56.83000183105469, + 33.630001068115234, + 96.9800033569336, + 115.02999877929688, + 170.3300018310547, + 116.79000091552734, + 128.83999633789062, + 225.5, + 235.19000244140625, + 186.24000549316406, + 207.47000122070312, + 306.4800109863281, + 365.6000061035156, + 423.32000732421875, + 524.2099609375, + 577.43994140625, + 670.7699584960938, + 680.22998046875, + 670.5899658203125, + 617.3499755859375, + 555.0399780273438, + 571.7799682617188, + 558.2099609375, + 453.94000244140625, + 480.010009765625, + 509.1000061035156, + 590.75, + 560.5499877929688, + 580.47998046875, + 608.6099853515625, + 705.1399536132812, + 724.7999877929688, + 718.8999633789062, + 723.489990234375, + 734.5199584960938, + 786.5, + 834.5199584960938, + 823.93994140625, + 828.7999877929688, + 874.6099853515625, + 902.6199951171875, + 913.3699951171875, + 943.3799438476562, + 953.699951171875, + 955.7799682617188, + 945.5099487304688, + 925.3899536132812, + 860.1499633789062, + 854.5799560546875, + 841.8499755859375, + 821.7099609375, + 821.7099609375, + 821.7099609375, + 843.5399780273438, + 845.969970703125, + 849.699951171875, + 883.8199462890625, + 893.949951171875, + 899.699951171875, + 895.22998046875, + 898.0799560546875, + 898.0799560546875, + 891.5299682617188, + 879.2799682617188, + 781.3599853515625, + 770.4199829101562, + 739.3299560546875, + 726.9299926757812, + 708.0699462890625, + 696.699951171875, + 677.97998046875, + 701.6499633789062, + 759.0, + 783.2899780273438, + 792.18994140625, + 725.8499755859375, + 725.6699829101562, + 738.18994140625, + 751.2999877929688, + 781.7599487304688, + 760.3699951171875, + 756.449951171875, + 753.5699462890625, + 790.97998046875, + 817.68994140625, + 806.2699584960938, + 832.9599609375, + 829.7099609375, + 785.5299682617188, + 789.2699584960938, + 813.1799926757812, + 832.4099731445312, + 833.8599853515625, + 883.2999877929688, + 887.7099609375, + 882.7099609375, + 900.7999877929688, + 916.3899536132812, + 970.199951171875, + 972.6399536132812, + 972.6399536132812, + 977.22998046875, + 977.22998046875, + 977.22998046875, + 977.22998046875, + 975.3599853515625, + 962.9599609375, + 962.9599609375, + 909.3699951171875, + 896.68994140625, + 896.68994140625, + 862.1099853515625, + 858.3099975585938, + 858.3099975585938, + 873.97998046875, + 886.3799438476562, + 886.3799438476562, + 926.0399780273438, + 954.6199951171875, + 954.6199951171875, + 949.0, + 976.2899780273438, + 975.449951171875, + 975.449951171875, + 965.5799560546875, + 957.0499877929688, + 956.5299682617188, + 947.1499633789062, + 913.9099731445312, + 910.43994140625, + 910.43994140625, + 904.3799438476562, + 904.3799438476562, + 906.5, + 910.239990234375, + 910.7599487304688, + 914.7899780273438, + 934.8899536132812, + 958.93994140625, + 966.1799926757812, + 967.3299560546875, + 976.8799438476562, + 976.8799438476562, + 984.6299438476562, + 989.4199829101562, + 989.4199829101562, + 994.719970703125, + 994.719970703125, + 968.8199462890625, + 961.949951171875, + 950.5499877929688, + 946.3399658203125, + 910.3999633789062, + 910.3999633789062, + 909.3599853515625, + 908.3999633789062, + 908.3999633789062, + 924.5899658203125, + 941.1699829101562, + 944.18994140625, + 945.199951171875, + 953.6599731445312, + 976.3299560546875, + 976.3299560546875, + 977.3699951171875, + 978.3299560546875, + 971.8399658203125, + 971.8399658203125, + 971.8399658203125, + 971.8399658203125, + 959.1699829101562, + 965.6299438476562, + 902.6699829101562, + 902.6699829101562, + 888.3199462890625, + 888.3199462890625, + 887.0, + 887.0, + 887.0, + 907.0399780273438, + 909.5999755859375, + 934.4099731445312, + 968.5799560546875, + 968.5799560546875, + 986.5899658203125, + 984.0, + 959.7899780273438, + 958.5599975585938, + 958.5599975585938, + 878.8599853515625, + 871.8099975585938, + 865.18994140625, + 864.5, + 853.6299438476562, + 862.1799926757812, + 875.4299926757812, + 876.6599731445312, + 876.6599731445312, + 907.239990234375, + 956.3599853515625, + 934.7599487304688, + 924.9299926757812, + 936.489990234375, + 926.9599609375, + 936.1099853515625, + 936.1099853515625, + 936.1099853515625, + 936.1099853515625, + 936.1099853515625, + 960.6699829101562, + 968.739990234375, + 985.18994140625, + 981.5699462890625, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 988.0899658203125, + 988.0899658203125, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 960.3099975585938, + 944.0299682617188, + 944.0299682617188, + 941.8999633789062, + 936.5499877929688, + 917.5899658203125, + 917.5899658203125, + 908.8999633789062, + 892.3999633789062, + 880.6299438476562, + 916.6099853515625, + 915.9599609375, + 918.0899658203125, + 901.8199462890625, + 887.0999755859375, + 884.97998046875, + 893.0999755859375, + 885.8599853515625, + 898.0799560546875, + 894.2099609375, + 894.8599853515625, + 897.9299926757812, + 916.47998046875, + 932.22998046875, + 929.3199462890625, + 947.0299682617188, + 946.199951171875, + 949.9199829101562, + 933.0799560546875, + 890.72998046875, + 849.1299438476562, + 824.6199951171875, + 810.6799926757812, + 797.6699829101562, + 784.969970703125, + 801.4099731445312, + 803.6499633789062, + 838.1099853515625, + 871.5899658203125, + 895.2599487304688, + 919.7799682617188, + 860.8699951171875, + 872.2799682617188, + 876.4299926757812, + 873.0599975585938, + 840.18994140625, + 839.1099853515625, + 843.6399536132812, + 853.4299926757812, + 853.6499633789062, + 897.6499633789062, + 935.9299926757812, + 945.9099731445312, + 945.9099731445312, + 959.8999633789062, + 987.1499633789062, + 987.1499633789062, + 990.75, + 981.1499633789062, + 974.1099853515625, + 962.3599853515625, + 962.3599853515625, + 962.3599853515625, + 962.3599853515625, + 962.3599853515625, + 966.3299560546875, + 966.3299560546875, + 966.3299560546875, + 975.9299926757812, + 982.969970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.6499633789062, + 994.6499633789062, + 994.6499633789062, + 994.6499633789062, + 994.6499633789062, + 985.3499755859375, + 976.0099487304688, + 874.6099853515625, + 874.6099853515625, + 874.6799926757812, + 874.6799926757812, + 874.6799926757812, + 874.6799926757812, + 874.6799926757812, + 883.97998046875, + 893.3199462890625, + 938.6499633789062, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 994.719970703125, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 976.949951171875, + 976.949951171875, + 976.949951171875, + 982.2099609375, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 988.6199951171875, + 986.2899780273438, + 986.2899780273438, + 981.9099731445312, + 985.5099487304688, + 985.5099487304688, + 985.5099487304688, + 976.2999877929688, + 976.2999877929688, + 976.2999877929688, + 976.2999877929688, + 978.6299438476562, + 978.6299438476562, + 983.0099487304688, + 985.5099487304688, + 977.449951171875, + 977.449951171875, + 986.6599731445312, + 986.6599731445312, + 986.6599731445312 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 6.377948011504486e-05, + 5.464400237542577e-05, + 4.089256617589854e-05, + 3.34771211782936e-05, + 2.7685842724167742e-05, + 2.5125347747234628e-05, + 2.2927322788746096e-05, + 2.0167697584838606e-05, + 1.8176140656578355e-05, + 1.695620085229166e-05, + 1.5834191799513064e-05, + 1.4521506273013074e-05, + 1.3331301488506142e-05, + 1.2282441275601741e-05, + 1.12985562736867e-05, + 1.0473676411493216e-05, + 9.73438272922067e-06, + 9.14294651011005e-06, + 8.665021596243605e-06, + 8.29030523163965e-06, + 7.992754035512917e-06, + 7.716979780525435e-06, + 7.4727768151205964e-06, + 7.288815595529741e-06, + 7.1062058850657195e-06, + 6.924984063516604e-06, + 6.729786491632694e-06, + 6.558032964676386e-06, + 6.392238447006093e-06, + 6.230280177987879e-06, + 6.056553957023425e-06, + 5.891991349926684e-06, + 5.740982487623114e-06, + 5.599732503469568e-06, + 5.466054517455632e-06, + 5.332655291567789e-06, + 5.201042313274229e-06, + 5.080006303614937e-06, + 4.966142114426475e-06, + 4.853685368289007e-06, + 4.745111255033407e-06, + 4.64218101114966e-06, + 4.542451279121451e-06, + 4.447754236025503e-06, + 4.358403202786576e-06, + 4.274932052794611e-06, + 4.19750585933798e-06, + 4.1289367800345644e-06, + 4.063747383042937e-06, + 4.00216958951205e-06, + 3.944398486055434e-06, + 3.888770606863545e-06, + 3.835150891973171e-06, + 3.782080739256344e-06, + 3.7307554521248676e-06, + 3.681004955069511e-06, + 3.6310743780632038e-06, + 3.5823632060782984e-06, + 3.535055157044553e-06, + 3.4895897442766e-06, + 3.4454985780030256e-06, + 3.4028439586109016e-06, + 3.361841436344548e-06, + 3.322636530356249e-06, + 3.288748985141865e-06, + 3.2561467833147617e-06, + 3.225578439014498e-06, + 3.1961735658114776e-06, + 3.168124067087774e-06, + 3.141071374557214e-06, + 3.1152435440162662e-06, + 3.0890184916643193e-06, + 3.061226607314893e-06, + 3.0331698326335754e-06, + 3.0054222861508606e-06, + 2.9805248686898267e-06, + 2.956109710794408e-06, + 2.9317495773284463e-06, + 2.907438783950056e-06, + 2.882648459490156e-06, + 2.8590175134013407e-06, + 2.8359606858430197e-06, + 2.813425680869841e-06, + 2.79022765425907e-06, + 2.7667299491440644e-06, + 2.744028279266786e-06, + 2.721047849263414e-06, + 2.698621983654448e-06, + 2.677798875083681e-06, + 2.657261120475596e-06, + 2.6364946279500145e-06, + 2.6156421881751157e-06, + 2.5951533189072507e-06, + 2.573877281975001e-06, + 2.552928208388039e-06, + 2.532513917685719e-06, + 2.5120959890045924e-06, + 2.4917430891946424e-06, + 2.470644631102914e-06, + 2.449945441185264e-06, + 2.4296832634718157e-06, + 2.4097507775877602e-06, + 2.390229383308906e-06, + 2.3711058929620776e-06, + 2.3523664367530728e-06, + 2.3340326151810586e-06, + 2.316282234460232e-06, + 2.29886791203171e-06, + 2.2827196062280564e-06, + 2.2670667476631934e-06, + 2.2516744593303883e-06, + 2.2371132217813283e-06, + 2.222839611931704e-06, + 2.208783143942128e-06, + 2.1946889319224283e-06, + 2.1806151835335186e-06, + 2.1667588043783326e-06, + 2.1525104330066824e-06, + 2.138062427547993e-06, + 2.123852937074844e-06, + 2.1099567675264552e-06, + 2.0958943878213177e-06, + 2.082075070575229e-06, + 2.068480398520478e-06, + 2.055238610410015e-06, + 2.0423185560503043e-06, + 2.0296040474931942e-06, + 2.0172046788502485e-06, + 2.0054139895364642e-06, + 1.9938329387514386e-06, + 1.9824126411549514e-06, + 1.971223127839039e-06, + 1.9601848180172965e-06, + 1.949269062606618e-06, + 1.938454715855187e-06, + 1.9277777028037235e-06, + 1.91719550457492e-06, + 1.9065246306126937e-06, + 1.8957287011289736e-06, + 1.885001211121562e-06, + 1.8744088947642012e-06, + 1.8638587562236353e-06, + 1.8534532273406512e-06, + 1.8431084072290105e-06, + 1.832854991334898e-06, + 1.8227405007564812e-06, + 1.812709115256439e-06, + 1.8028124486590968e-06, + 1.7932994751390652e-06, + 1.7839738575275987e-06, + 1.7748734535416588e-06, + 1.7659237983025378e-06, + 1.7574157027411275e-06, + 1.7490045820522937e-06, + 1.7406980532541638e-06, + 1.7324933878626325e-06, + 1.7243800130017917e-06, + 1.7162144558824366e-06, + 1.7079969438782427e-06, + 1.6998474166030064e-06, + 1.691782017587684e-06, + 1.6837370822031517e-06, + 1.6755959677539067e-06, + 1.6675496681273216e-06, + 1.659587724134326e-06, + 1.6517094536538934e-06, + 1.6439723822259111e-06, + 1.6363222812287859e-06, + 1.628757331673114e-06, + 1.6212762830036809e-06, + 1.6139732679221197e-06, + 1.6067004935393925e-06, + 1.599971824362001e-06, + 1.5933090935504879e-06, + 1.5868156424403423e-06, + 1.5803835822225665e-06, + 1.5740215530968271e-06, + 1.5677189821872162e-06, + 1.5614750736858696e-06, + 1.5551499927823897e-06, + 1.54886731706938e-06, + 1.5424752746184822e-06, + 1.5359154303951073e-06, + 1.5294220929717994e-06, + 1.5228752090479247e-06, + 1.5164123396971263e-06, + 1.5101712733667227e-06, + 1.5039991012599785e-06, + 1.497886614743038e-06, + 1.492333467467688e-06, + 1.4868717244098661e-06, + 1.4814968380960636e-06, + 1.4761708371224813e-06, + 1.4709548850078136e-06, + 1.4657291558251018e-06, + 1.4604669331674813e-06, + 1.4552408629242564e-06, + 1.4500579936793656e-06, + 1.4447392686633975e-06, + 1.4391819149750518e-06, + 1.4337988432089332e-06, + 1.4285186580309528e-06, + 1.4232189187168842e-06, + 1.4180184280121466e-06, + 1.412811798218172e-06, + 1.4076499610382598e-06, + 1.4025322343513835e-06, + 1.3974581634101924e-06, + 1.3924269524068222e-06, + 1.3873080888515688e-06, + 1.3821911579725565e-06, + 1.3770331861451268e-06, + 1.3719395610678475e-06, + 1.3668417295775726e-06, + 1.3617889180750353e-06, + 1.3567804444392095e-06, + 1.3518156265490688e-06, + 1.3468938959704246e-06, + 1.3420146842690883e-06, + 1.337191861239262e-06, + 1.3324099654710153e-06, + 1.3276513755045016e-06, + 1.3229331443653791e-06, + 1.3182544762457837e-06, + 1.3136150300852023e-06, + 1.3090141237626085e-06, + 1.3044514162174892e-06, + 1.299926225328818e-06, + 1.2954382100360817e-06, + 1.290973273171403e-06, + 1.2865448297816329e-06, + 1.282152197745745e-06, + 1.2777949223163887e-06, + 1.2734727761198883e-06, + 1.2691849633483798e-06, + 1.2649312566281878e-06, + 1.2607113148987992e-06, + 1.2565244560391875e-06, + 1.2523704526756774e-06, + 1.2482487363740802e-06, + 1.2442999377526576e-06, + 1.2404464087012457e-06, + 1.2366206192382379e-06, + 1.23283075481595e-06, + 1.229089207299694e-06, + 1.2254487273821724e-06, + 1.2218331448821118e-06, + 1.2182758837298024e-06, + 1.2148065025030519e-06, + 1.2114048786315834e-06, + 1.2078874078724766e-06, + 1.204395971399208e-06, + 1.2009195415885188e-06, + 1.1975273537245812e-06, + 1.194211790789268e-06, + 1.1909248769370606e-06, + 1.1876287544509978e-06, + 1.184380039376265e-06, + 1.1811071090050973e-06, + 1.1778688531194348e-06, + 1.1746485597541323e-06, + 1.1714373613358475e-06, + 1.1681804608087987e-06, + 1.1648891131699202e-06, + 1.1616293704719283e-06, + 1.1583292689465452e-06, + 1.1550536100912723e-06, + 1.151786705122504e-06, + 1.1485985851322766e-06, + 1.145573946814693e-06, + 1.1427073332015425e-06, + 1.1399388313293457e-06, + 1.1372316066626809e-06, + 1.1345816801622277e-06, + 1.1319872328385827e-06, + 1.1293519719401957e-06, + 1.1267227364442078e-06, + 1.123995502894104e-06, + 1.1211749324502307e-06, + 1.1182944490428781e-06, + 1.1153526884299936e-06, + 1.1126153367513325e-06, + 1.1098571803813684e-06, + 1.1071015251218341e-06, + 1.1043719041481381e-06, + 1.1017593806172954e-06, + 1.099163910112111e-06, + 1.096568212233251e-06, + 1.0939564845102723e-06, + 1.0913579444604693e-06, + 1.0886406016652472e-06, + 1.0858238965738565e-06, + 1.0829943448698032e-06, + 1.0801817325045704e-06, + 1.0773446774692275e-06, + 1.074445322046813e-06, + 1.0715641565184342e-06, + 1.0686906080081826e-06, + 1.0658625342330197e-06, + 1.0630720908011426e-06, + 1.0603320106383762e-06, + 1.057608187693404e-06, + 1.0549005082793883e-06, + 1.052208972396329e-06, + 1.0495333526705508e-06, + 1.0468626214787946e-06, + 1.0442073516969685e-06, + 1.0415678843855858e-06, + 1.0389177305114572e-06, + 1.0362645070927101e-06, + 1.0335955948903575e-06, + 1.0309427125321236e-06, + 1.0283057463311707e-06, + 1.0256844689138234e-06, + 1.023078766593244e-06, + 1.020488411995757e-06, + 1.0179135188082e-06, + 1.0153537459700601e-06, + 1.0128090934813372e-06, + 1.0102791065946803e-06, + 1.007764012683765e-06, + 1.0052866628029733e-06, + 1.0028468295786297e-06, + 1.0006718866861775e-06, + 9.985075166696333e-07, + 9.963536058421596e-07, + 9.942101542037562e-07, + 9.920770480675856e-07, + 9.899542874336476e-07, + 9.878417586151045e-07, + 9.857170653049252e-07, + 9.835804348767851e-07, + 9.813468295760686e-07, + 9.789924888536916e-07, + 9.766513358044904e-07, + 9.743231430547894e-07, + 9.720079106045887e-07, + 9.697054110802128e-07, + 9.67415530794824e-07, + 9.651382697484223e-07, + 9.628734005673323e-07, + 9.60620923251554e-07, + 9.583807241142495e-07, + 9.561526894685812e-07, + 9.539365919408738e-07, + 9.517323746877082e-07, + 9.495399808656657e-07, + 9.473593536313274e-07, + 9.451902656110178e-07, + 9.43032716804737e-07, + 9.408865935256472e-07, + 9.387517252434918e-07, + 9.366346489514399e-07, + 9.345285434392281e-07, + 9.324334087068564e-07, + 9.303492447543249e-07, + 9.282757673645392e-07, + 9.262130333809182e-07, + 9.241608722732053e-07, + 9.221193408848194e-07, + 9.200880981552473e-07, + 9.180611186820897e-07, + 9.16055057587073e-07, + 9.140591714640323e-07, + 9.120732329392922e-07, + 9.100974125431094e-07, + 9.081313692149706e-07, + 9.061751597982948e-07, + 9.042286706062441e-07, + 9.023163443089288e-07, + 9.004133403323067e-07, + 8.985194881461211e-07, + 8.96624669621815e-07, + 8.947507694756496e-07, + 8.928858505896642e-07, + 8.910299129638588e-07, + 8.891828429113957e-07, + 8.87344583588856e-07, + 8.855150213094021e-07, + 8.836709639581386e-07, + 8.818399805932131e-07, + 8.800178648016299e-07, + 8.782124041317729e-07, + 8.764088761381572e-07, + 8.746139315007895e-07, + 8.72827456532832e-07, + 8.710658789823356e-07, + 8.693124300407362e-07, + 8.675671665514528e-07, + 8.6582986114081e-07, + 8.640965347694873e-07, + 8.623712233202241e-07, + 8.606461392446363e-07, + 8.589246931478556e-07, + 8.572250180804986e-07, + 8.555331305615255e-07, + 8.538330007468176e-07, + 8.521407153239124e-07, + 8.504561606059724e-07 + ], + "training_efficiencies": [ + 0.0003289473825134337, + 0.00020674588449764997, + 0.00017704440688248724, + 0.00013208635209593922, + 0.00010807398211909458, + 8.924501889850944e-05, + 8.097333193290979e-05, + 7.38511880626902e-05, + 6.494448462035507e-05, + 5.850165689480491e-05, + 5.456786311697215e-05, + 5.094291554996744e-05, + 4.671244096243754e-05, + 4.287039701011963e-05, + 3.949210076825693e-05, + 3.6318186175776646e-05, + 3.365404700161889e-05, + 3.127180025330745e-05, + 2.9363658541115e-05, + 2.7825002689496614e-05, + 2.6617162802722305e-05, + 2.565984323155135e-05, + 2.4771597963990644e-05, + 2.3986303858691826e-05, + 2.3394131858367473e-05, + 2.2807118511991575e-05, + 2.2224037820706144e-05, + 2.159674113499932e-05, + 2.1044330424047075e-05, + 2.0511652110144496e-05, + 1.9990906366729178e-05, + 1.9431960026849993e-05, + 1.8903023374150507e-05, + 1.8417349565424956e-05, + 1.7963477148441598e-05, + 1.7533682694192976e-05, + 1.7105141523643397e-05, + 1.6682104615028948e-05, + 1.629336657060776e-05, + 1.592746593814809e-05, + 1.5566351066809148e-05, + 1.5217523468891159e-05, + 1.4887054931023158e-05, + 1.4566702702722978e-05, + 1.4262713193602394e-05, + 1.3975747606309596e-05, + 1.3707828657061327e-05, + 1.3459200999932364e-05, + 1.3238922292657662e-05, + 1.3029622095928062e-05, + 1.2831841559091117e-05, + 1.2646387403947301e-05, + 1.2467744454625063e-05, + 1.2295640772208571e-05, + 1.2125236935389694e-05, + 1.1960516530962195e-05, + 1.1800793799920939e-05, + 1.16405672088149e-05, + 1.1484201422717888e-05, + 1.1332403119013179e-05, + 1.118647287512431e-05, + 1.104501097870525e-05, + 1.090811474568909e-05, + 1.0776482668006793e-05, + 1.0650671356415842e-05, + 1.0541893971094396e-05, + 1.0437281162012368e-05, + 1.0339169421058614e-05, + 1.0244823897664901e-05, + 1.015480393107282e-05, + 1.0068012670672033e-05, + 9.985131327994168e-06, + 9.901001249090768e-06, + 9.81182347459253e-06, + 9.721823516883887e-06, + 9.63279580901144e-06, + 9.552934898238163e-06, + 9.474605576542672e-06, + 9.396471796208061e-06, + 9.318479897046927e-06, + 9.238935490429867e-06, + 9.163130016531795e-06, + 9.089152626984287e-06, + 9.016866897582076e-06, + 8.942442036641296e-06, + 8.867074029694777e-06, + 8.794245331955608e-06, + 8.720538971829228e-06, + 8.648598850413691e-06, + 8.581815563957207e-06, + 8.515935405739583e-06, + 8.44933765620226e-06, + 8.382451596844476e-06, + 8.316746971104294e-06, + 8.248505764640868e-06, + 8.181304110621568e-06, + 8.115830496535636e-06, + 8.050335054576863e-06, + 7.985062438820023e-06, + 7.917388757050503e-06, + 7.851007467252202e-06, + 7.786018613842316e-06, + 7.722098416707013e-06, + 7.659488801436964e-06, + 7.598165666422574e-06, + 7.538064892287366e-06, + 7.4792769737541676e-06, + 7.422352155117551e-06, + 7.366514637396904e-06, + 7.314728463825304e-06, + 7.26454072719207e-06, + 7.215181994979503e-06, + 7.168481715780217e-06, + 7.122711394913495e-06, + 7.077632290020119e-06, + 7.032439043541672e-06, + 6.987306733208243e-06, + 6.942877462279284e-06, + 6.897185357956914e-06, + 6.850861609564163e-06, + 6.80529637975269e-06, + 6.7607429627969395e-06, + 6.7156511249777395e-06, + 6.6713446358335204e-06, + 6.627753919019597e-06, + 6.58530052533024e-06, + 6.543874405906536e-06, + 6.503102667920757e-06, + 6.463346835516859e-06, + 6.425539140764158e-06, + 6.3884085648169275e-06, + 6.351789124892093e-06, + 6.315915470622713e-06, + 6.280522484303219e-06, + 6.2455269471684005e-06, + 6.2108529164106585e-06, + 6.176624083309434e-06, + 6.142694928712444e-06, + 6.10848655924201e-06, + 6.073873009881936e-06, + 6.039483650965849e-06, + 6.0055240282963496e-06, + 5.971704013063572e-06, + 5.938344202149892e-06, + 5.905175839870935e-06, + 5.872304427612107e-06, + 5.8398763940203935e-06, + 5.807718025607755e-06, + 5.775988029199652e-06, + 5.745492671849206e-06, + 5.715594852517825e-06, + 5.686421900463756e-06, + 5.6577305258542765e-06, + 5.630457508232212e-06, + 5.603492809314048e-06, + 5.576865987677593e-06, + 5.550563855649671e-06, + 5.524556854652474e-06, + 5.498380687640747e-06, + 5.472035354614491e-06, + 5.445911028800765e-06, + 5.420054549176712e-06, + 5.39426582690794e-06, + 5.368167421693215e-06, + 5.342374606698286e-06, + 5.316851456882432e-06, + 5.291597972245654e-06, + 5.2667955969809555e-06, + 5.242274255579105e-06, + 5.218023943598382e-06, + 5.194045115786139e-06, + 5.170635176909855e-06, + 5.147323463461362e-06, + 5.125755251356168e-06, + 5.1043998610111885e-06, + 5.083585165266413e-06, + 5.06296646562987e-06, + 5.0425737754267175e-06, + 5.022370260121534e-06, + 5.00235682920902e-06, + 4.9820814638223965e-06, + 4.961943886883091e-06, + 4.941454790241551e-06, + 4.920429546473315e-06, + 4.8996157602232415e-06, + 4.878632353211287e-06, + 4.8579163376416545e-06, + 4.837913365918212e-06, + 4.818129582417896e-06, + 4.798539066541707e-06, + 4.78073980048066e-06, + 4.763232936966233e-06, + 4.746005743072601e-06, + 4.728933618025621e-06, + 4.712215741164982e-06, + 4.695466031989781e-06, + 4.678599907492753e-06, + 4.661849743570201e-06, + 4.6452378228423186e-06, + 4.628190254152287e-06, + 4.610379164660117e-06, + 4.5931251406727824e-06, + 4.5762026275042444e-06, + 4.559216904453933e-06, + 4.5425499592965934e-06, + 4.525862095761113e-06, + 4.509319296630565e-06, + 4.492917014431441e-06, + 4.476653430174338e-06, + 4.4605289986066055e-06, + 4.444121714186622e-06, + 4.427722615218954e-06, + 4.411190730024828e-06, + 4.394866209622705e-06, + 4.378527592052706e-06, + 4.362334038887639e-06, + 4.346281457401346e-06, + 4.330370757088531e-06, + 4.314596480980981e-06, + 4.298959538573399e-06, + 4.283502676116768e-06, + 4.268178599886596e-06, + 4.252928192727268e-06, + 4.237805569573538e-06, + 4.22281163992011e-06, + 4.207941856293473e-06, + 4.1931975829356816e-06, + 4.178573817625875e-06, + 4.164071924606105e-06, + 4.1496882658975665e-06, + 4.135379185754573e-06, + 4.1211865209334064e-06, + 4.107109361939365e-06, + 4.093145435035694e-06, + 4.079294285475044e-06, + 4.065552730025956e-06, + 4.051921678183135e-06, + 4.038397946715122e-06, + 4.024981080874568e-06, + 4.0116688069247175e-06, + 3.9984593058761675e-06, + 3.985804596595699e-06, + 3.973454568040324e-06, + 3.961194579460425e-06, + 3.949048732465599e-06, + 3.937058409064775e-06, + 3.925391411030432e-06, + 3.913804903277196e-06, + 3.902405296685174e-06, + 3.891287178703351e-06, + 3.880385975207901e-06, + 3.869114152621478e-06, + 3.857925094052916e-06, + 3.846785148198251e-06, + 3.835913958027959e-06, + 3.825288786174497e-06, + 3.814755928033264e-06, + 3.8041930565668736e-06, + 3.7937822980893543e-06, + 3.7832937778148334e-06, + 3.7729168980149552e-06, + 3.7625966342602624e-06, + 3.752306383830728e-06, + 3.7418694773805328e-06, + 3.7313222946977476e-06, + 3.7208762933005346e-06, + 3.7103013710293453e-06, + 3.6998042105551576e-06, + 3.6893359265377512e-06, + 3.6791193451790605e-06, + 3.6694273148896173e-06, + 3.660241645775386e-06, + 3.6513697523332667e-06, + 3.6426945371204056e-06, + 3.634202812463627e-06, + 3.625889121394721e-06, + 3.6174440083414083e-06, + 3.6090193589188857e-06, + 3.6002793422085233e-06, + 3.591241238609655e-06, + 3.5820107768813614e-06, + 3.5725845464185113e-06, + 3.5638129247672623e-06, + 3.5549751373764593e-06, + 3.5461446259432705e-06, + 3.5373982427699957e-06, + 3.529026344040176e-06, + 3.5207094697398134e-06, + 3.5123921406921e-06, + 3.50402274307271e-06, + 3.4956965464516543e-06, + 3.4869890441768803e-06, + 3.477963446130161e-06, + 3.468896238700836e-06, + 3.459884055700968e-06, + 3.450793428783072e-06, + 3.441503167778137e-06, + 3.4322706596867647e-06, + 3.423063162699691e-06, + 3.414001184864901e-06, + 3.4050599424517713e-06, + 3.3962796806008555e-06, + 3.387551942068967e-06, + 3.3788760447350796e-06, + 3.3702515338518424e-06, + 3.3616779546719044e-06, + 3.3531198369018966e-06, + 3.3446121960878372e-06, + 3.3361543501087e-06, + 3.3276630801992724e-06, + 3.319161123727099e-06, + 3.310609599793679e-06, + 3.302109234937234e-06, + 3.293659801784088e-06, + 3.2852603908395395e-06, + 3.2769114568509394e-06, + 3.268611635576235e-06, + 3.2603613817627775e-06, + 3.252159558542189e-06, + 3.2440052564197686e-06, + 3.2358989301428664e-06, + 3.227839670216781e-06, + 3.219902055207058e-06, + 3.2120840387506178e-06, + 3.205115262971958e-06, + 3.198180138497264e-06, + 3.1912786653265357e-06, + 3.1844106160860974e-06, + 3.1775759907759493e-06, + 3.1707743346487405e-06, + 3.164005647704471e-06, + 3.1571980798617005e-06, + 3.1503523132414557e-06, + 3.143195272059529e-06, + 3.1356521503767e-06, + 3.1281506380764768e-06, + 3.1206907351588598e-06, + 3.113272441623849e-06, + 3.1058948479767423e-06, + 3.09855795421754e-06, + 3.091261078225216e-06, + 3.0840046747471206e-06, + 3.0767873795412015e-06, + 3.069609419981134e-06, + 3.0624703413195675e-06, + 3.0553699161828263e-06, + 3.048307462449884e-06, + 3.041282980120741e-06, + 3.0342960144480458e-06, + 3.027346565431799e-06, + 3.0204337235772982e-06, + 3.013557034137193e-06, + 3.00671717923251e-06, + 2.9999337129993364e-06, + 2.9931859444332076e-06, + 2.9864729640394216e-06, + 2.9797952265653294e-06, + 2.9731515951425536e-06, + 2.9665427518921206e-06, + 2.959967559945653e-06, + 2.9534264740505023e-06, + 2.9469183573382907e-06, + 2.9404238830466056e-06, + 2.9339967113628518e-06, + 2.9276020541146863e-06, + 2.921239229181083e-06, + 2.9149086913093925e-06, + 2.908609531004913e-06, + 2.902341748267645e-06, + 2.896105343097588e-06, + 2.8899783046654193e-06, + 2.883881279558409e-06, + 2.877813585655531e-06, + 2.8717427085211966e-06, + 2.8657386792474426e-06, + 2.8597637538041454e-06, + 2.853817477443954e-06, + 2.8478993954195175e-06, + 2.8420097351045115e-06, + 2.836148041751585e-06, + 2.8302397367951926e-06, + 2.824373950716108e-06, + 2.8185356768517522e-06, + 2.812751063174801e-06, + 2.806972815960762e-06, + 2.8012218535877764e-06, + 2.795498176055844e-06, + 2.7898540793103166e-06, + 2.7842363579111407e-06, + 2.7786445571109653e-06, + 2.7730786769097904e-06, + 2.767525302260765e-06, + 2.761997393463389e-06, + 2.756470394160715e-06, + 2.7509549909154885e-06, + 2.745509391388623e-06, + 2.740089030339732e-06, + 2.734642293944489e-06, + 2.7292205686535453e-06, + 2.7238236270932248e-06 + ], + "stabilities": [ + 1.0, + 0.5917649269104004, + 1.0, + 1.0, + 1.0, + 0.6856690049171448, + 1.0, + 1.0, + 1.0, + 0.7918704152107239, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9858282804489136, + 0.9206072092056274, + 0.8990685939788818, + 1.0, + 0.9762670993804932, + 0.8132065534591675, + 1.0, + 1.0, + 1.0, + 0.9488785266876221, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918597936630249, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873220324516296, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9892548322677612, + 0.978720486164093, + 0.9294999837875366, + 0.9935243725776672, + 0.9851038455963135, + 0.9760764837265015, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950317144393921, + 1.0, + 1.0, + 0.9927066564559937, + 0.9862595796585083, + 0.8886361718177795, + 0.9859987497329712, + 0.9596453309059143, + 0.9832280874252319, + 0.9740552306175232, + 0.9839422702789307, + 0.9731305241584778, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9162575006484985, + 0.9997520446777344, + 1.0, + 1.0, + 1.0, + 0.972638726234436, + 0.9948445558547974, + 0.9961927533149719, + 1.0, + 1.0, + 0.9860338568687439, + 1.0, + 0.9960982799530029, + 0.9467524886131287, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943675398826599, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980864524841309, + 0.9872867465019226, + 1.0, + 0.9443486928939819, + 0.9860562086105347, + 1.0, + 0.9614359736442566, + 0.9955922365188599, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941128492355347, + 1.0, + 0.9991395473480225, + 1.0, + 0.9898815751075745, + 0.9911659359931946, + 0.9994566440582275, + 0.9901937246322632, + 0.9649052619934082, + 0.9962030649185181, + 1.0, + 0.9933438897132874, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9739624857902527, + 0.9929088950157166, + 0.988149106502533, + 0.995570957660675, + 0.9620221257209778, + 1.0, + 0.9988576769828796, + 0.9989442825317383, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933662414550781, + 1.0, + 1.0, + 1.0, + 0.9869629144668579, + 1.0, + 0.934799075126648, + 1.0, + 0.9841026663780212, + 1.0, + 0.9985141158103943, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973748326301575, + 0.9753963351249695, + 0.9987185001373291, + 1.0, + 0.9168544411659241, + 0.9919782876968384, + 0.9924065470695496, + 0.99920254945755, + 0.987426221370697, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9774143099784851, + 0.9894839525222778, + 1.0, + 0.9898236989974976, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963256120681763, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969629645347595, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9654073715209961, + 0.9830471277236938, + 1.0, + 0.9977437257766724, + 0.9943200349807739, + 0.9797554612159729, + 1.0, + 0.9905295372009277, + 0.9818462133407593, + 0.9868108034133911, + 1.0, + 0.9992908239364624, + 1.0, + 0.9822784066200256, + 0.9836775064468384, + 0.9976102113723755, + 1.0, + 0.9918934106826782, + 1.0, + 0.9956908226013184, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996878445148468, + 1.0, + 0.9991235733032227, + 1.0, + 0.9822721481323242, + 0.9546127319335938, + 0.9532966613769531, + 0.9711351990699768, + 0.9830952286720276, + 0.98395174741745, + 0.984078586101532, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9359521269798279, + 1.0, + 1.0, + 0.9961548447608948, + 0.9623507261276245, + 0.9987146258354187, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9903103113174438, + 0.9928247928619385, + 0.9879376888275146, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999296069145203, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906499981880188, + 0.9905211329460144, + 0.8961076736450195, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969438910484314, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947120547294617, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873567223548889, + 1.0, + 1.0, + 1.0, + 0.993789553642273, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976431727409363, + 1.0, + 0.9955590963363647, + 1.0, + 1.0, + 1.0, + 0.9906546473503113, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918214678764343, + 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": [ + 3040.0, + 6240.0, + 9280.0, + 12480.0, + 15520.0, + 18720.0, + 21760.0, + 24960.0, + 28000.0, + 31200.0, + 34240.0, + 37440.0, + 40480.0, + 43680.0, + 46720.0, + 49920.0, + 53120.0, + 56160.0, + 59360.0, + 62400.0, + 65600.0, + 68640.0, + 71840.0, + 74880.0, + 78080.0, + 81120.0, + 84320.0, + 87360.0, + 90560.0, + 93600.0, + 96800.0, + 100000.0, + 103040.0, + 106240.0, + 109280.0, + 112480.0, + 115520.0, + 118720.0, + 121760.0, + 124960.0, + 128000.0, + 131200.0, + 134240.0, + 137440.0, + 140480.0, + 143680.0, + 146720.0, + 149920.0, + 153120.0, + 156160.0, + 159360.0, + 162400.0, + 165600.0, + 168640.0, + 171840.0, + 174880.0, + 178080.0, + 181120.0, + 184320.0, + 187360.0, + 190560.0, + 193600.0, + 196800.0, + 200000.0, + 203040.0, + 206240.0, + 209280.0, + 212480.0, + 215520.0, + 218720.0, + 221760.0, + 224960.0, + 228000.0, + 231200.0, + 234240.0, + 237440.0, + 240480.0, + 243680.0, + 246720.0, + 249920.0, + 253120.0, + 256160.0, + 259360.0, + 262400.0, + 265600.0, + 268640.0, + 271840.0, + 274880.0, + 278080.0, + 281120.0, + 284320.0, + 287360.0, + 290560.0, + 293600.0, + 296800.0, + 300000.0, + 303040.0, + 306240.0, + 309280.0, + 312480.0, + 315520.0, + 318720.0, + 321760.0, + 324960.0, + 328000.0, + 331200.0, + 334240.0, + 337440.0, + 340480.0, + 343680.0, + 346720.0, + 349920.0, + 353120.0, + 356160.0, + 359360.0, + 362400.0, + 365600.0, + 368640.0, + 371840.0, + 374880.0, + 378080.0, + 381120.0, + 384320.0, + 387360.0, + 390560.0, + 393600.0, + 396800.0, + 400000.0, + 403040.0, + 406240.0, + 409280.0, + 412480.0, + 415520.0, + 418720.0, + 421760.0, + 424960.0, + 428000.0, + 431200.0, + 434240.0, + 437440.0, + 440480.0, + 443680.0, + 446720.0, + 449920.0, + 453120.0, + 456160.0, + 459360.0, + 462400.0, + 465600.0, + 468640.0, + 471840.0, + 474880.0, + 478080.0, + 481120.0, + 484320.0, + 487360.0, + 490560.0, + 493600.0, + 496800.0, + 500000.0, + 503040.0, + 506240.0, + 509280.0, + 512480.0, + 515520.0, + 518720.0, + 521760.0, + 524960.0, + 528000.0, + 531200.0, + 534240.0, + 537440.0, + 540480.0, + 543680.0, + 546720.0, + 549920.0, + 553120.0, + 556160.0, + 559360.0, + 562400.0, + 565600.0, + 568640.0, + 571840.0, + 574880.0, + 578080.0, + 581120.0, + 584320.0, + 587360.0, + 590560.0, + 593600.0, + 596800.0, + 600000.0, + 603040.0, + 606240.0, + 609280.0, + 612480.0, + 615520.0, + 618720.0, + 621760.0, + 624960.0, + 628000.0, + 631200.0, + 634240.0, + 637440.0, + 640480.0, + 643680.0, + 646720.0, + 649920.0, + 653120.0, + 656160.0, + 659360.0, + 662400.0, + 665600.0, + 668640.0, + 671840.0, + 674880.0, + 678080.0, + 681120.0, + 684320.0, + 687360.0, + 690560.0, + 693600.0, + 696800.0, + 700000.0, + 703040.0, + 706240.0, + 709280.0, + 712480.0, + 715520.0, + 718720.0, + 721760.0, + 724960.0, + 728000.0, + 731200.0, + 734240.0, + 737440.0, + 740480.0, + 743680.0, + 746720.0, + 749920.0, + 753120.0, + 756160.0, + 759360.0, + 762400.0, + 765600.0, + 768640.0, + 771840.0, + 774880.0, + 778080.0, + 781120.0, + 784320.0, + 787360.0, + 790560.0, + 793600.0, + 796800.0, + 800000.0, + 803040.0, + 806240.0, + 809280.0, + 812480.0, + 815520.0, + 818720.0, + 821760.0, + 824960.0, + 828000.0, + 831200.0, + 834240.0, + 837440.0, + 840480.0, + 843680.0, + 846720.0, + 849920.0, + 853120.0, + 856160.0, + 859360.0, + 862400.0, + 865600.0, + 868640.0, + 871840.0, + 874880.0, + 878080.0, + 881120.0, + 884320.0, + 887360.0, + 890560.0, + 893600.0, + 896800.0, + 900000.0, + 903040.0, + 906240.0, + 909280.0, + 912480.0, + 915520.0, + 918720.0, + 921760.0, + 924960.0, + 928000.0, + 931200.0, + 934240.0, + 937440.0, + 940480.0, + 943680.0, + 946720.0, + 949920.0, + 953120.0, + 956160.0, + 959360.0, + 962400.0, + 965600.0, + 968640.0, + 971840.0, + 974880.0, + 978080.0, + 981120.0, + 984320.0, + 987360.0, + 990560.0, + 993600.0, + 996800.0, + 1000000.0, + 1003040.0, + 1006240.0, + 1009280.0, + 1012480.0, + 1015520.0, + 1018720.0, + 1021760.0, + 1024960.0, + 1028000.0, + 1031200.0, + 1034240.0, + 1037440.0, + 1040480.0, + 1043680.0, + 1046720.0, + 1049920.0, + 1053120.0, + 1056160.0, + 1059360.0, + 1062400.0, + 1065600.0, + 1068640.0, + 1071840.0, + 1074880.0, + 1078080.0, + 1081120.0, + 1084320.0, + 1087360.0, + 1090560.0, + 1093600.0, + 1096800.0, + 1100000.0, + 1103040.0, + 1106240.0, + 1109280.0, + 1112480.0, + 1115520.0, + 1118720.0, + 1121760.0, + 1124960.0, + 1128000.0, + 1131200.0, + 1134240.0, + 1137440.0, + 1140480.0, + 1143680.0, + 1146720.0, + 1149920.0, + 1153120.0, + 1156160.0, + 1159360.0, + 1162400.0, + 1165600.0, + 1168640.0, + 1171840.0, + 1174880.0, + 1178080.0, + 1181120.0, + 1184320.0, + 1187360.0, + 1190560.0, + 1193600.0, + 1196800.0, + 1200000.0, + 1203040.0, + 1206240.0, + 1209280.0, + 1212480.0, + 1215520.0, + 1218720.0, + 1221760.0, + 1224960.0, + 1228000.0, + 1231200.0, + 1234240.0, + 1237440.0, + 1240480.0, + 1243680.0, + 1246720.0, + 1249920.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_scalar_eval.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..84eff474f80bb94b91e998c6cd5eeff275da946e --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 980.7424926757812, + "strength": 881.6826782226562, + "max_strength": 994.719970703125, + "final_strength": 986.6599731445312, + "sample_efficiency": 8.504569564138365e-07, + "training_efficiency": 2.7238254460826283e-06, + "stability": 0.9939804673194885 +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_scalar_train.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..84eff474f80bb94b91e998c6cd5eeff275da946e --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 980.7424926757812, + "strength": 881.6826782226562, + "max_strength": 994.719970703125, + "final_strength": 986.6599731445312, + "sample_efficiency": 8.504569564138365e-07, + "training_efficiency": 2.7238254460826283e-06, + "stability": 0.9939804673194885 +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_train.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..694b09f5d985bdd24f4b8d6c48fe943066cfa12f --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s2_session_metrics_train.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 980.7424926757812, + "strength": 881.6826782226562, + "max_strength": 994.719970703125, + "final_strength": 986.6599731445312, + "sample_efficiency": 8.504569564138365e-07, + "training_efficiency": 2.7238254460826283e-06, + "stability": 0.9939804673194885 + }, + "local": { + "mean_returns": [ + 26.899999618530273, + 62.11000061035156, + 38.90999984741211, + 102.26000213623047, + 120.30999755859375, + 175.61000061035156, + 122.06999969482422, + 134.1199951171875, + 230.77999877929688, + 240.47000122070312, + 191.52000427246094, + 212.75, + 311.760009765625, + 370.8800048828125, + 428.6000061035156, + 529.489990234375, + 582.719970703125, + 676.0499877929688, + 685.510009765625, + 675.8699951171875, + 622.6300048828125, + 560.3200073242188, + 577.0599975585938, + 563.489990234375, + 459.2200012207031, + 485.2900085449219, + 514.3800048828125, + 596.030029296875, + 565.8300170898438, + 585.760009765625, + 613.8900146484375, + 710.4199829101562, + 730.0800170898438, + 724.1799926757812, + 728.77001953125, + 739.7999877929688, + 791.780029296875, + 839.7999877929688, + 829.219970703125, + 834.0800170898438, + 879.8900146484375, + 907.9000244140625, + 918.6500244140625, + 948.6599731445312, + 958.97998046875, + 961.0599975585938, + 950.7899780273438, + 930.6699829101562, + 865.4299926757812, + 859.8599853515625, + 847.1300048828125, + 826.989990234375, + 826.989990234375, + 826.989990234375, + 848.8200073242188, + 851.25, + 854.97998046875, + 889.0999755859375, + 899.22998046875, + 904.97998046875, + 900.510009765625, + 903.3599853515625, + 903.3599853515625, + 896.8099975585938, + 884.5599975585938, + 786.6400146484375, + 775.7000122070312, + 744.6099853515625, + 732.2100219726562, + 713.3499755859375, + 701.97998046875, + 683.260009765625, + 706.9299926757812, + 764.280029296875, + 788.5700073242188, + 797.469970703125, + 731.1300048828125, + 730.9500122070312, + 743.469970703125, + 756.5800170898438, + 787.0399780273438, + 765.6500244140625, + 761.72998046875, + 758.8499755859375, + 796.260009765625, + 822.969970703125, + 811.5499877929688, + 838.239990234375, + 834.989990234375, + 790.8099975585938, + 794.5499877929688, + 818.4600219726562, + 837.6900024414062, + 839.1400146484375, + 888.5800170898438, + 892.989990234375, + 887.989990234375, + 906.0800170898438, + 921.6699829101562, + 975.47998046875, + 977.9199829101562, + 977.9199829101562, + 982.510009765625, + 982.510009765625, + 982.510009765625, + 982.510009765625, + 980.6400146484375, + 968.239990234375, + 968.239990234375, + 914.6500244140625, + 901.969970703125, + 901.969970703125, + 867.3900146484375, + 863.5900268554688, + 863.5900268554688, + 879.260009765625, + 891.6599731445312, + 891.6599731445312, + 931.3200073242188, + 959.9000244140625, + 959.9000244140625, + 954.280029296875, + 981.5700073242188, + 980.72998046875, + 980.72998046875, + 970.8599853515625, + 962.3300170898438, + 961.8099975585938, + 952.4299926757812, + 919.1900024414062, + 915.719970703125, + 915.719970703125, + 909.6599731445312, + 909.6599731445312, + 911.780029296875, + 915.52001953125, + 916.0399780273438, + 920.0700073242188, + 940.1699829101562, + 964.219970703125, + 971.4600219726562, + 972.6099853515625, + 982.1599731445312, + 982.1599731445312, + 989.9099731445312, + 994.7000122070312, + 994.7000122070312, + 1000.0, + 1000.0, + 974.0999755859375, + 967.22998046875, + 955.8300170898438, + 951.6199951171875, + 915.6799926757812, + 915.6799926757812, + 914.6400146484375, + 913.6799926757812, + 913.6799926757812, + 929.8699951171875, + 946.4500122070312, + 949.469970703125, + 950.47998046875, + 958.9400024414062, + 981.6099853515625, + 981.6099853515625, + 982.6500244140625, + 983.6099853515625, + 977.1199951171875, + 977.1199951171875, + 977.1199951171875, + 977.1199951171875, + 964.4500122070312, + 970.9099731445312, + 907.9500122070312, + 907.9500122070312, + 893.5999755859375, + 893.5999755859375, + 892.280029296875, + 892.280029296875, + 892.280029296875, + 912.3200073242188, + 914.8800048828125, + 939.6900024414062, + 973.8599853515625, + 973.8599853515625, + 991.8699951171875, + 989.280029296875, + 965.0700073242188, + 963.8400268554688, + 963.8400268554688, + 884.1400146484375, + 877.0900268554688, + 870.469970703125, + 869.780029296875, + 858.9099731445312, + 867.4600219726562, + 880.7100219726562, + 881.9400024414062, + 881.9400024414062, + 912.52001953125, + 961.6400146484375, + 940.0399780273438, + 930.2100219726562, + 941.77001953125, + 932.239990234375, + 941.3900146484375, + 941.3900146484375, + 941.3900146484375, + 941.3900146484375, + 941.3900146484375, + 965.9500122070312, + 974.02001953125, + 990.469970703125, + 986.8499755859375, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 993.3699951171875, + 993.3699951171875, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 965.5900268554688, + 949.3099975585938, + 949.3099975585938, + 947.1799926757812, + 941.8300170898438, + 922.8699951171875, + 922.8699951171875, + 914.1799926757812, + 897.6799926757812, + 885.9099731445312, + 921.8900146484375, + 921.239990234375, + 923.3699951171875, + 907.0999755859375, + 892.3800048828125, + 890.260009765625, + 898.3800048828125, + 891.1400146484375, + 903.3599853515625, + 899.489990234375, + 900.1400146484375, + 903.2100219726562, + 921.760009765625, + 937.510009765625, + 934.5999755859375, + 952.3099975585938, + 951.47998046875, + 955.2000122070312, + 938.3599853515625, + 896.010009765625, + 854.4099731445312, + 829.9000244140625, + 815.9600219726562, + 802.9500122070312, + 790.25, + 806.6900024414062, + 808.9299926757812, + 843.3900146484375, + 876.8699951171875, + 900.5399780273438, + 925.0599975585938, + 866.1500244140625, + 877.5599975585938, + 881.7100219726562, + 878.3400268554688, + 845.469970703125, + 844.3900146484375, + 848.9199829101562, + 858.7100219726562, + 858.9299926757812, + 902.9299926757812, + 941.2100219726562, + 951.1900024414062, + 951.1900024414062, + 965.1799926757812, + 992.4299926757812, + 992.4299926757812, + 996.030029296875, + 986.4299926757812, + 979.3900146484375, + 967.6400146484375, + 967.6400146484375, + 967.6400146484375, + 967.6400146484375, + 967.6400146484375, + 971.6099853515625, + 971.6099853515625, + 971.6099853515625, + 981.2100219726562, + 988.25, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 999.9299926757812, + 999.9299926757812, + 999.9299926757812, + 999.9299926757812, + 999.9299926757812, + 990.6300048828125, + 981.2899780273438, + 879.8900146484375, + 879.8900146484375, + 879.9600219726562, + 879.9600219726562, + 879.9600219726562, + 879.9600219726562, + 879.9600219726562, + 889.260009765625, + 898.5999755859375, + 943.9299926757812, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 1000.0, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 982.22998046875, + 982.22998046875, + 982.22998046875, + 987.489990234375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 993.9000244140625, + 991.5700073242188, + 991.5700073242188, + 987.1900024414062, + 990.7899780273438, + 990.7899780273438, + 990.7899780273438, + 981.5800170898438, + 981.5800170898438, + 981.5800170898438, + 981.5800170898438, + 983.9099731445312, + 983.9099731445312, + 988.2899780273438, + 990.7899780273438, + 982.72998046875, + 982.72998046875, + 991.9400024414062, + 991.9400024414062, + 991.9400024414062 + ], + "strengths": [ + 21.619998931884766, + 56.83000183105469, + 33.630001068115234, + 96.9800033569336, + 115.02999877929688, + 170.3300018310547, + 116.79000091552734, + 128.83999633789062, + 225.5, + 235.19000244140625, + 186.24000549316406, + 207.47000122070312, + 306.4800109863281, + 365.6000061035156, + 423.32000732421875, + 524.2099609375, + 577.43994140625, + 670.7699584960938, + 680.22998046875, + 670.5899658203125, + 617.3499755859375, + 555.0399780273438, + 571.7799682617188, + 558.2099609375, + 453.94000244140625, + 480.010009765625, + 509.1000061035156, + 590.75, + 560.5499877929688, + 580.47998046875, + 608.6099853515625, + 705.1399536132812, + 724.7999877929688, + 718.8999633789062, + 723.489990234375, + 734.5199584960938, + 786.5, + 834.5199584960938, + 823.93994140625, + 828.7999877929688, + 874.6099853515625, + 902.6199951171875, + 913.3699951171875, + 943.3799438476562, + 953.699951171875, + 955.7799682617188, + 945.5099487304688, + 925.3899536132812, + 860.1499633789062, + 854.5799560546875, + 841.8499755859375, + 821.7099609375, + 821.7099609375, + 821.7099609375, + 843.5399780273438, + 845.969970703125, + 849.699951171875, + 883.8199462890625, + 893.949951171875, + 899.699951171875, + 895.22998046875, + 898.0799560546875, + 898.0799560546875, + 891.5299682617188, + 879.2799682617188, + 781.3599853515625, + 770.4199829101562, + 739.3299560546875, + 726.9299926757812, + 708.0699462890625, + 696.699951171875, + 677.97998046875, + 701.6499633789062, + 759.0, + 783.2899780273438, + 792.18994140625, + 725.8499755859375, + 725.6699829101562, + 738.18994140625, + 751.2999877929688, + 781.7599487304688, + 760.3699951171875, + 756.449951171875, + 753.5699462890625, + 790.97998046875, + 817.68994140625, + 806.2699584960938, + 832.9599609375, + 829.7099609375, + 785.5299682617188, + 789.2699584960938, + 813.1799926757812, + 832.4099731445312, + 833.8599853515625, + 883.2999877929688, + 887.7099609375, + 882.7099609375, + 900.7999877929688, + 916.3899536132812, + 970.199951171875, + 972.6399536132812, + 972.6399536132812, + 977.22998046875, + 977.22998046875, + 977.22998046875, + 977.22998046875, + 975.3599853515625, + 962.9599609375, + 962.9599609375, + 909.3699951171875, + 896.68994140625, + 896.68994140625, + 862.1099853515625, + 858.3099975585938, + 858.3099975585938, + 873.97998046875, + 886.3799438476562, + 886.3799438476562, + 926.0399780273438, + 954.6199951171875, + 954.6199951171875, + 949.0, + 976.2899780273438, + 975.449951171875, + 975.449951171875, + 965.5799560546875, + 957.0499877929688, + 956.5299682617188, + 947.1499633789062, + 913.9099731445312, + 910.43994140625, + 910.43994140625, + 904.3799438476562, + 904.3799438476562, + 906.5, + 910.239990234375, + 910.7599487304688, + 914.7899780273438, + 934.8899536132812, + 958.93994140625, + 966.1799926757812, + 967.3299560546875, + 976.8799438476562, + 976.8799438476562, + 984.6299438476562, + 989.4199829101562, + 989.4199829101562, + 994.719970703125, + 994.719970703125, + 968.8199462890625, + 961.949951171875, + 950.5499877929688, + 946.3399658203125, + 910.3999633789062, + 910.3999633789062, + 909.3599853515625, + 908.3999633789062, + 908.3999633789062, + 924.5899658203125, + 941.1699829101562, + 944.18994140625, + 945.199951171875, + 953.6599731445312, + 976.3299560546875, + 976.3299560546875, + 977.3699951171875, + 978.3299560546875, + 971.8399658203125, + 971.8399658203125, + 971.8399658203125, + 971.8399658203125, + 959.1699829101562, + 965.6299438476562, + 902.6699829101562, + 902.6699829101562, + 888.3199462890625, + 888.3199462890625, + 887.0, + 887.0, + 887.0, + 907.0399780273438, + 909.5999755859375, + 934.4099731445312, + 968.5799560546875, + 968.5799560546875, + 986.5899658203125, + 984.0, + 959.7899780273438, + 958.5599975585938, + 958.5599975585938, + 878.8599853515625, + 871.8099975585938, + 865.18994140625, + 864.5, + 853.6299438476562, + 862.1799926757812, + 875.4299926757812, + 876.6599731445312, + 876.6599731445312, + 907.239990234375, + 956.3599853515625, + 934.7599487304688, + 924.9299926757812, + 936.489990234375, + 926.9599609375, + 936.1099853515625, + 936.1099853515625, + 936.1099853515625, + 936.1099853515625, + 936.1099853515625, + 960.6699829101562, + 968.739990234375, + 985.18994140625, + 981.5699462890625, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 988.0899658203125, + 988.0899658203125, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 960.3099975585938, + 944.0299682617188, + 944.0299682617188, + 941.8999633789062, + 936.5499877929688, + 917.5899658203125, + 917.5899658203125, + 908.8999633789062, + 892.3999633789062, + 880.6299438476562, + 916.6099853515625, + 915.9599609375, + 918.0899658203125, + 901.8199462890625, + 887.0999755859375, + 884.97998046875, + 893.0999755859375, + 885.8599853515625, + 898.0799560546875, + 894.2099609375, + 894.8599853515625, + 897.9299926757812, + 916.47998046875, + 932.22998046875, + 929.3199462890625, + 947.0299682617188, + 946.199951171875, + 949.9199829101562, + 933.0799560546875, + 890.72998046875, + 849.1299438476562, + 824.6199951171875, + 810.6799926757812, + 797.6699829101562, + 784.969970703125, + 801.4099731445312, + 803.6499633789062, + 838.1099853515625, + 871.5899658203125, + 895.2599487304688, + 919.7799682617188, + 860.8699951171875, + 872.2799682617188, + 876.4299926757812, + 873.0599975585938, + 840.18994140625, + 839.1099853515625, + 843.6399536132812, + 853.4299926757812, + 853.6499633789062, + 897.6499633789062, + 935.9299926757812, + 945.9099731445312, + 945.9099731445312, + 959.8999633789062, + 987.1499633789062, + 987.1499633789062, + 990.75, + 981.1499633789062, + 974.1099853515625, + 962.3599853515625, + 962.3599853515625, + 962.3599853515625, + 962.3599853515625, + 962.3599853515625, + 966.3299560546875, + 966.3299560546875, + 966.3299560546875, + 975.9299926757812, + 982.969970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.6499633789062, + 994.6499633789062, + 994.6499633789062, + 994.6499633789062, + 994.6499633789062, + 985.3499755859375, + 976.0099487304688, + 874.6099853515625, + 874.6099853515625, + 874.6799926757812, + 874.6799926757812, + 874.6799926757812, + 874.6799926757812, + 874.6799926757812, + 883.97998046875, + 893.3199462890625, + 938.6499633789062, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 994.719970703125, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 976.949951171875, + 976.949951171875, + 976.949951171875, + 982.2099609375, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 988.6199951171875, + 986.2899780273438, + 986.2899780273438, + 981.9099731445312, + 985.5099487304688, + 985.5099487304688, + 985.5099487304688, + 976.2999877929688, + 976.2999877929688, + 976.2999877929688, + 976.2999877929688, + 978.6299438476562, + 978.6299438476562, + 983.0099487304688, + 985.5099487304688, + 977.449951171875, + 977.449951171875, + 986.6599731445312, + 986.6599731445312, + 986.6599731445312 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 6.377948011504486e-05, + 5.464400237542577e-05, + 4.089256617589854e-05, + 3.34771211782936e-05, + 2.7685842724167742e-05, + 2.5125347747234628e-05, + 2.2927322788746096e-05, + 2.0167697584838606e-05, + 1.8176140656578355e-05, + 1.695620085229166e-05, + 1.5834191799513064e-05, + 1.4521506273013074e-05, + 1.3331301488506142e-05, + 1.2282441275601741e-05, + 1.12985562736867e-05, + 1.0473676411493216e-05, + 9.73438272922067e-06, + 9.14294651011005e-06, + 8.665021596243605e-06, + 8.29030523163965e-06, + 7.992754035512917e-06, + 7.716979780525435e-06, + 7.4727768151205964e-06, + 7.288815595529741e-06, + 7.1062058850657195e-06, + 6.924984063516604e-06, + 6.729786491632694e-06, + 6.558032964676386e-06, + 6.392238447006093e-06, + 6.230280177987879e-06, + 6.056553957023425e-06, + 5.891991349926684e-06, + 5.740982487623114e-06, + 5.599732503469568e-06, + 5.466054517455632e-06, + 5.332655291567789e-06, + 5.201042313274229e-06, + 5.080006303614937e-06, + 4.966142114426475e-06, + 4.853685368289007e-06, + 4.745111255033407e-06, + 4.64218101114966e-06, + 4.542451279121451e-06, + 4.447754236025503e-06, + 4.358403202786576e-06, + 4.274932052794611e-06, + 4.19750585933798e-06, + 4.1289367800345644e-06, + 4.063747383042937e-06, + 4.00216958951205e-06, + 3.944398486055434e-06, + 3.888770606863545e-06, + 3.835150891973171e-06, + 3.782080739256344e-06, + 3.7307554521248676e-06, + 3.681004955069511e-06, + 3.6310743780632038e-06, + 3.5823632060782984e-06, + 3.535055157044553e-06, + 3.4895897442766e-06, + 3.4454985780030256e-06, + 3.4028439586109016e-06, + 3.361841436344548e-06, + 3.322636530356249e-06, + 3.288748985141865e-06, + 3.2561467833147617e-06, + 3.225578439014498e-06, + 3.1961735658114776e-06, + 3.168124067087774e-06, + 3.141071374557214e-06, + 3.1152435440162662e-06, + 3.0890184916643193e-06, + 3.061226607314893e-06, + 3.0331698326335754e-06, + 3.0054222861508606e-06, + 2.9805248686898267e-06, + 2.956109710794408e-06, + 2.9317495773284463e-06, + 2.907438783950056e-06, + 2.882648459490156e-06, + 2.8590175134013407e-06, + 2.8359606858430197e-06, + 2.813425680869841e-06, + 2.79022765425907e-06, + 2.7667299491440644e-06, + 2.744028279266786e-06, + 2.721047849263414e-06, + 2.698621983654448e-06, + 2.677798875083681e-06, + 2.657261120475596e-06, + 2.6364946279500145e-06, + 2.6156421881751157e-06, + 2.5951533189072507e-06, + 2.573877281975001e-06, + 2.552928208388039e-06, + 2.532513917685719e-06, + 2.5120959890045924e-06, + 2.4917430891946424e-06, + 2.470644631102914e-06, + 2.449945441185264e-06, + 2.4296832634718157e-06, + 2.4097507775877602e-06, + 2.390229383308906e-06, + 2.3711058929620776e-06, + 2.3523664367530728e-06, + 2.3340326151810586e-06, + 2.316282234460232e-06, + 2.29886791203171e-06, + 2.2827196062280564e-06, + 2.2670667476631934e-06, + 2.2516744593303883e-06, + 2.2371132217813283e-06, + 2.222839611931704e-06, + 2.208783143942128e-06, + 2.1946889319224283e-06, + 2.1806151835335186e-06, + 2.1667588043783326e-06, + 2.1525104330066824e-06, + 2.138062427547993e-06, + 2.123852937074844e-06, + 2.1099567675264552e-06, + 2.0958943878213177e-06, + 2.082075070575229e-06, + 2.068480398520478e-06, + 2.055238610410015e-06, + 2.0423185560503043e-06, + 2.0296040474931942e-06, + 2.0172046788502485e-06, + 2.0054139895364642e-06, + 1.9938329387514386e-06, + 1.9824126411549514e-06, + 1.971223127839039e-06, + 1.9601848180172965e-06, + 1.949269062606618e-06, + 1.938454715855187e-06, + 1.9277777028037235e-06, + 1.91719550457492e-06, + 1.9065246306126937e-06, + 1.8957287011289736e-06, + 1.885001211121562e-06, + 1.8744088947642012e-06, + 1.8638587562236353e-06, + 1.8534532273406512e-06, + 1.8431084072290105e-06, + 1.832854991334898e-06, + 1.8227405007564812e-06, + 1.812709115256439e-06, + 1.8028124486590968e-06, + 1.7932994751390652e-06, + 1.7839738575275987e-06, + 1.7748734535416588e-06, + 1.7659237983025378e-06, + 1.7574157027411275e-06, + 1.7490045820522937e-06, + 1.7406980532541638e-06, + 1.7324933878626325e-06, + 1.7243800130017917e-06, + 1.7162144558824366e-06, + 1.7079969438782427e-06, + 1.6998474166030064e-06, + 1.691782017587684e-06, + 1.6837370822031517e-06, + 1.6755959677539067e-06, + 1.6675496681273216e-06, + 1.659587724134326e-06, + 1.6517094536538934e-06, + 1.6439723822259111e-06, + 1.6363222812287859e-06, + 1.628757331673114e-06, + 1.6212762830036809e-06, + 1.6139732679221197e-06, + 1.6067004935393925e-06, + 1.599971824362001e-06, + 1.5933090935504879e-06, + 1.5868156424403423e-06, + 1.5803835822225665e-06, + 1.5740215530968271e-06, + 1.5677189821872162e-06, + 1.5614750736858696e-06, + 1.5551499927823897e-06, + 1.54886731706938e-06, + 1.5424752746184822e-06, + 1.5359154303951073e-06, + 1.5294220929717994e-06, + 1.5228752090479247e-06, + 1.5164123396971263e-06, + 1.5101712733667227e-06, + 1.5039991012599785e-06, + 1.497886614743038e-06, + 1.492333467467688e-06, + 1.4868717244098661e-06, + 1.4814968380960636e-06, + 1.4761708371224813e-06, + 1.4709548850078136e-06, + 1.4657291558251018e-06, + 1.4604669331674813e-06, + 1.4552408629242564e-06, + 1.4500579936793656e-06, + 1.4447392686633975e-06, + 1.4391819149750518e-06, + 1.4337988432089332e-06, + 1.4285186580309528e-06, + 1.4232189187168842e-06, + 1.4180184280121466e-06, + 1.412811798218172e-06, + 1.4076499610382598e-06, + 1.4025322343513835e-06, + 1.3974581634101924e-06, + 1.3924269524068222e-06, + 1.3873080888515688e-06, + 1.3821911579725565e-06, + 1.3770331861451268e-06, + 1.3719395610678475e-06, + 1.3668417295775726e-06, + 1.3617889180750353e-06, + 1.3567804444392095e-06, + 1.3518156265490688e-06, + 1.3468938959704246e-06, + 1.3420146842690883e-06, + 1.337191861239262e-06, + 1.3324099654710153e-06, + 1.3276513755045016e-06, + 1.3229331443653791e-06, + 1.3182544762457837e-06, + 1.3136150300852023e-06, + 1.3090141237626085e-06, + 1.3044514162174892e-06, + 1.299926225328818e-06, + 1.2954382100360817e-06, + 1.290973273171403e-06, + 1.2865448297816329e-06, + 1.282152197745745e-06, + 1.2777949223163887e-06, + 1.2734727761198883e-06, + 1.2691849633483798e-06, + 1.2649312566281878e-06, + 1.2607113148987992e-06, + 1.2565244560391875e-06, + 1.2523704526756774e-06, + 1.2482487363740802e-06, + 1.2442999377526576e-06, + 1.2404464087012457e-06, + 1.2366206192382379e-06, + 1.23283075481595e-06, + 1.229089207299694e-06, + 1.2254487273821724e-06, + 1.2218331448821118e-06, + 1.2182758837298024e-06, + 1.2148065025030519e-06, + 1.2114048786315834e-06, + 1.2078874078724766e-06, + 1.204395971399208e-06, + 1.2009195415885188e-06, + 1.1975273537245812e-06, + 1.194211790789268e-06, + 1.1909248769370606e-06, + 1.1876287544509978e-06, + 1.184380039376265e-06, + 1.1811071090050973e-06, + 1.1778688531194348e-06, + 1.1746485597541323e-06, + 1.1714373613358475e-06, + 1.1681804608087987e-06, + 1.1648891131699202e-06, + 1.1616293704719283e-06, + 1.1583292689465452e-06, + 1.1550536100912723e-06, + 1.151786705122504e-06, + 1.1485985851322766e-06, + 1.145573946814693e-06, + 1.1427073332015425e-06, + 1.1399388313293457e-06, + 1.1372316066626809e-06, + 1.1345816801622277e-06, + 1.1319872328385827e-06, + 1.1293519719401957e-06, + 1.1267227364442078e-06, + 1.123995502894104e-06, + 1.1211749324502307e-06, + 1.1182944490428781e-06, + 1.1153526884299936e-06, + 1.1126153367513325e-06, + 1.1098571803813684e-06, + 1.1071015251218341e-06, + 1.1043719041481381e-06, + 1.1017593806172954e-06, + 1.099163910112111e-06, + 1.096568212233251e-06, + 1.0939564845102723e-06, + 1.0913579444604693e-06, + 1.0886406016652472e-06, + 1.0858238965738565e-06, + 1.0829943448698032e-06, + 1.0801817325045704e-06, + 1.0773446774692275e-06, + 1.074445322046813e-06, + 1.0715641565184342e-06, + 1.0686906080081826e-06, + 1.0658625342330197e-06, + 1.0630720908011426e-06, + 1.0603320106383762e-06, + 1.057608187693404e-06, + 1.0549005082793883e-06, + 1.052208972396329e-06, + 1.0495333526705508e-06, + 1.0468626214787946e-06, + 1.0442073516969685e-06, + 1.0415678843855858e-06, + 1.0389177305114572e-06, + 1.0362645070927101e-06, + 1.0335955948903575e-06, + 1.0309427125321236e-06, + 1.0283057463311707e-06, + 1.0256844689138234e-06, + 1.023078766593244e-06, + 1.020488411995757e-06, + 1.0179135188082e-06, + 1.0153537459700601e-06, + 1.0128090934813372e-06, + 1.0102791065946803e-06, + 1.007764012683765e-06, + 1.0052866628029733e-06, + 1.0028468295786297e-06, + 1.0006718866861775e-06, + 9.985075166696333e-07, + 9.963536058421596e-07, + 9.942101542037562e-07, + 9.920770480675856e-07, + 9.899542874336476e-07, + 9.878417586151045e-07, + 9.857170653049252e-07, + 9.835804348767851e-07, + 9.813468295760686e-07, + 9.789924888536916e-07, + 9.766513358044904e-07, + 9.743231430547894e-07, + 9.720079106045887e-07, + 9.697054110802128e-07, + 9.67415530794824e-07, + 9.651382697484223e-07, + 9.628734005673323e-07, + 9.60620923251554e-07, + 9.583807241142495e-07, + 9.561526894685812e-07, + 9.539365919408738e-07, + 9.517323746877082e-07, + 9.495399808656657e-07, + 9.473593536313274e-07, + 9.451902656110178e-07, + 9.43032716804737e-07, + 9.408865935256472e-07, + 9.387517252434918e-07, + 9.366346489514399e-07, + 9.345285434392281e-07, + 9.324334087068564e-07, + 9.303492447543249e-07, + 9.282757673645392e-07, + 9.262130333809182e-07, + 9.241608722732053e-07, + 9.221193408848194e-07, + 9.200880981552473e-07, + 9.180611186820897e-07, + 9.16055057587073e-07, + 9.140591714640323e-07, + 9.120732329392922e-07, + 9.100974125431094e-07, + 9.081313692149706e-07, + 9.061751597982948e-07, + 9.042286706062441e-07, + 9.023163443089288e-07, + 9.004133403323067e-07, + 8.985194881461211e-07, + 8.96624669621815e-07, + 8.947507694756496e-07, + 8.928858505896642e-07, + 8.910299129638588e-07, + 8.891828429113957e-07, + 8.87344583588856e-07, + 8.855150213094021e-07, + 8.836709639581386e-07, + 8.818399805932131e-07, + 8.800178648016299e-07, + 8.782124041317729e-07, + 8.764088761381572e-07, + 8.746139315007895e-07, + 8.72827456532832e-07, + 8.710658789823356e-07, + 8.693124300407362e-07, + 8.675671665514528e-07, + 8.6582986114081e-07, + 8.640965347694873e-07, + 8.623712233202241e-07, + 8.606461392446363e-07, + 8.589246931478556e-07, + 8.572250180804986e-07, + 8.555331305615255e-07, + 8.538330007468176e-07, + 8.521407153239124e-07, + 8.504561606059724e-07 + ], + "training_efficiencies": [ + 0.0003289473825134337, + 0.00020674588449764997, + 0.00017704440688248724, + 0.00013208635209593922, + 0.00010807398211909458, + 8.924501889850944e-05, + 8.097333193290979e-05, + 7.38511880626902e-05, + 6.494448462035507e-05, + 5.850165689480491e-05, + 5.456786311697215e-05, + 5.094291554996744e-05, + 4.671244096243754e-05, + 4.287039701011963e-05, + 3.949210076825693e-05, + 3.6318186175776646e-05, + 3.365404700161889e-05, + 3.127180025330745e-05, + 2.9363658541115e-05, + 2.7825002689496614e-05, + 2.6617162802722305e-05, + 2.565984323155135e-05, + 2.4771597963990644e-05, + 2.3986303858691826e-05, + 2.3394131858367473e-05, + 2.2807118511991575e-05, + 2.2224037820706144e-05, + 2.159674113499932e-05, + 2.1044330424047075e-05, + 2.0511652110144496e-05, + 1.9990906366729178e-05, + 1.9431960026849993e-05, + 1.8903023374150507e-05, + 1.8417349565424956e-05, + 1.7963477148441598e-05, + 1.7533682694192976e-05, + 1.7105141523643397e-05, + 1.6682104615028948e-05, + 1.629336657060776e-05, + 1.592746593814809e-05, + 1.5566351066809148e-05, + 1.5217523468891159e-05, + 1.4887054931023158e-05, + 1.4566702702722978e-05, + 1.4262713193602394e-05, + 1.3975747606309596e-05, + 1.3707828657061327e-05, + 1.3459200999932364e-05, + 1.3238922292657662e-05, + 1.3029622095928062e-05, + 1.2831841559091117e-05, + 1.2646387403947301e-05, + 1.2467744454625063e-05, + 1.2295640772208571e-05, + 1.2125236935389694e-05, + 1.1960516530962195e-05, + 1.1800793799920939e-05, + 1.16405672088149e-05, + 1.1484201422717888e-05, + 1.1332403119013179e-05, + 1.118647287512431e-05, + 1.104501097870525e-05, + 1.090811474568909e-05, + 1.0776482668006793e-05, + 1.0650671356415842e-05, + 1.0541893971094396e-05, + 1.0437281162012368e-05, + 1.0339169421058614e-05, + 1.0244823897664901e-05, + 1.015480393107282e-05, + 1.0068012670672033e-05, + 9.985131327994168e-06, + 9.901001249090768e-06, + 9.81182347459253e-06, + 9.721823516883887e-06, + 9.63279580901144e-06, + 9.552934898238163e-06, + 9.474605576542672e-06, + 9.396471796208061e-06, + 9.318479897046927e-06, + 9.238935490429867e-06, + 9.163130016531795e-06, + 9.089152626984287e-06, + 9.016866897582076e-06, + 8.942442036641296e-06, + 8.867074029694777e-06, + 8.794245331955608e-06, + 8.720538971829228e-06, + 8.648598850413691e-06, + 8.581815563957207e-06, + 8.515935405739583e-06, + 8.44933765620226e-06, + 8.382451596844476e-06, + 8.316746971104294e-06, + 8.248505764640868e-06, + 8.181304110621568e-06, + 8.115830496535636e-06, + 8.050335054576863e-06, + 7.985062438820023e-06, + 7.917388757050503e-06, + 7.851007467252202e-06, + 7.786018613842316e-06, + 7.722098416707013e-06, + 7.659488801436964e-06, + 7.598165666422574e-06, + 7.538064892287366e-06, + 7.4792769737541676e-06, + 7.422352155117551e-06, + 7.366514637396904e-06, + 7.314728463825304e-06, + 7.26454072719207e-06, + 7.215181994979503e-06, + 7.168481715780217e-06, + 7.122711394913495e-06, + 7.077632290020119e-06, + 7.032439043541672e-06, + 6.987306733208243e-06, + 6.942877462279284e-06, + 6.897185357956914e-06, + 6.850861609564163e-06, + 6.80529637975269e-06, + 6.7607429627969395e-06, + 6.7156511249777395e-06, + 6.6713446358335204e-06, + 6.627753919019597e-06, + 6.58530052533024e-06, + 6.543874405906536e-06, + 6.503102667920757e-06, + 6.463346835516859e-06, + 6.425539140764158e-06, + 6.3884085648169275e-06, + 6.351789124892093e-06, + 6.315915470622713e-06, + 6.280522484303219e-06, + 6.2455269471684005e-06, + 6.2108529164106585e-06, + 6.176624083309434e-06, + 6.142694928712444e-06, + 6.10848655924201e-06, + 6.073873009881936e-06, + 6.039483650965849e-06, + 6.0055240282963496e-06, + 5.971704013063572e-06, + 5.938344202149892e-06, + 5.905175839870935e-06, + 5.872304427612107e-06, + 5.8398763940203935e-06, + 5.807718025607755e-06, + 5.775988029199652e-06, + 5.745492671849206e-06, + 5.715594852517825e-06, + 5.686421900463756e-06, + 5.6577305258542765e-06, + 5.630457508232212e-06, + 5.603492809314048e-06, + 5.576865987677593e-06, + 5.550563855649671e-06, + 5.524556854652474e-06, + 5.498380687640747e-06, + 5.472035354614491e-06, + 5.445911028800765e-06, + 5.420054549176712e-06, + 5.39426582690794e-06, + 5.368167421693215e-06, + 5.342374606698286e-06, + 5.316851456882432e-06, + 5.291597972245654e-06, + 5.2667955969809555e-06, + 5.242274255579105e-06, + 5.218023943598382e-06, + 5.194045115786139e-06, + 5.170635176909855e-06, + 5.147323463461362e-06, + 5.125755251356168e-06, + 5.1043998610111885e-06, + 5.083585165266413e-06, + 5.06296646562987e-06, + 5.0425737754267175e-06, + 5.022370260121534e-06, + 5.00235682920902e-06, + 4.9820814638223965e-06, + 4.961943886883091e-06, + 4.941454790241551e-06, + 4.920429546473315e-06, + 4.8996157602232415e-06, + 4.878632353211287e-06, + 4.8579163376416545e-06, + 4.837913365918212e-06, + 4.818129582417896e-06, + 4.798539066541707e-06, + 4.78073980048066e-06, + 4.763232936966233e-06, + 4.746005743072601e-06, + 4.728933618025621e-06, + 4.712215741164982e-06, + 4.695466031989781e-06, + 4.678599907492753e-06, + 4.661849743570201e-06, + 4.6452378228423186e-06, + 4.628190254152287e-06, + 4.610379164660117e-06, + 4.5931251406727824e-06, + 4.5762026275042444e-06, + 4.559216904453933e-06, + 4.5425499592965934e-06, + 4.525862095761113e-06, + 4.509319296630565e-06, + 4.492917014431441e-06, + 4.476653430174338e-06, + 4.4605289986066055e-06, + 4.444121714186622e-06, + 4.427722615218954e-06, + 4.411190730024828e-06, + 4.394866209622705e-06, + 4.378527592052706e-06, + 4.362334038887639e-06, + 4.346281457401346e-06, + 4.330370757088531e-06, + 4.314596480980981e-06, + 4.298959538573399e-06, + 4.283502676116768e-06, + 4.268178599886596e-06, + 4.252928192727268e-06, + 4.237805569573538e-06, + 4.22281163992011e-06, + 4.207941856293473e-06, + 4.1931975829356816e-06, + 4.178573817625875e-06, + 4.164071924606105e-06, + 4.1496882658975665e-06, + 4.135379185754573e-06, + 4.1211865209334064e-06, + 4.107109361939365e-06, + 4.093145435035694e-06, + 4.079294285475044e-06, + 4.065552730025956e-06, + 4.051921678183135e-06, + 4.038397946715122e-06, + 4.024981080874568e-06, + 4.0116688069247175e-06, + 3.9984593058761675e-06, + 3.985804596595699e-06, + 3.973454568040324e-06, + 3.961194579460425e-06, + 3.949048732465599e-06, + 3.937058409064775e-06, + 3.925391411030432e-06, + 3.913804903277196e-06, + 3.902405296685174e-06, + 3.891287178703351e-06, + 3.880385975207901e-06, + 3.869114152621478e-06, + 3.857925094052916e-06, + 3.846785148198251e-06, + 3.835913958027959e-06, + 3.825288786174497e-06, + 3.814755928033264e-06, + 3.8041930565668736e-06, + 3.7937822980893543e-06, + 3.7832937778148334e-06, + 3.7729168980149552e-06, + 3.7625966342602624e-06, + 3.752306383830728e-06, + 3.7418694773805328e-06, + 3.7313222946977476e-06, + 3.7208762933005346e-06, + 3.7103013710293453e-06, + 3.6998042105551576e-06, + 3.6893359265377512e-06, + 3.6791193451790605e-06, + 3.6694273148896173e-06, + 3.660241645775386e-06, + 3.6513697523332667e-06, + 3.6426945371204056e-06, + 3.634202812463627e-06, + 3.625889121394721e-06, + 3.6174440083414083e-06, + 3.6090193589188857e-06, + 3.6002793422085233e-06, + 3.591241238609655e-06, + 3.5820107768813614e-06, + 3.5725845464185113e-06, + 3.5638129247672623e-06, + 3.5549751373764593e-06, + 3.5461446259432705e-06, + 3.5373982427699957e-06, + 3.529026344040176e-06, + 3.5207094697398134e-06, + 3.5123921406921e-06, + 3.50402274307271e-06, + 3.4956965464516543e-06, + 3.4869890441768803e-06, + 3.477963446130161e-06, + 3.468896238700836e-06, + 3.459884055700968e-06, + 3.450793428783072e-06, + 3.441503167778137e-06, + 3.4322706596867647e-06, + 3.423063162699691e-06, + 3.414001184864901e-06, + 3.4050599424517713e-06, + 3.3962796806008555e-06, + 3.387551942068967e-06, + 3.3788760447350796e-06, + 3.3702515338518424e-06, + 3.3616779546719044e-06, + 3.3531198369018966e-06, + 3.3446121960878372e-06, + 3.3361543501087e-06, + 3.3276630801992724e-06, + 3.319161123727099e-06, + 3.310609599793679e-06, + 3.302109234937234e-06, + 3.293659801784088e-06, + 3.2852603908395395e-06, + 3.2769114568509394e-06, + 3.268611635576235e-06, + 3.2603613817627775e-06, + 3.252159558542189e-06, + 3.2440052564197686e-06, + 3.2358989301428664e-06, + 3.227839670216781e-06, + 3.219902055207058e-06, + 3.2120840387506178e-06, + 3.205115262971958e-06, + 3.198180138497264e-06, + 3.1912786653265357e-06, + 3.1844106160860974e-06, + 3.1775759907759493e-06, + 3.1707743346487405e-06, + 3.164005647704471e-06, + 3.1571980798617005e-06, + 3.1503523132414557e-06, + 3.143195272059529e-06, + 3.1356521503767e-06, + 3.1281506380764768e-06, + 3.1206907351588598e-06, + 3.113272441623849e-06, + 3.1058948479767423e-06, + 3.09855795421754e-06, + 3.091261078225216e-06, + 3.0840046747471206e-06, + 3.0767873795412015e-06, + 3.069609419981134e-06, + 3.0624703413195675e-06, + 3.0553699161828263e-06, + 3.048307462449884e-06, + 3.041282980120741e-06, + 3.0342960144480458e-06, + 3.027346565431799e-06, + 3.0204337235772982e-06, + 3.013557034137193e-06, + 3.00671717923251e-06, + 2.9999337129993364e-06, + 2.9931859444332076e-06, + 2.9864729640394216e-06, + 2.9797952265653294e-06, + 2.9731515951425536e-06, + 2.9665427518921206e-06, + 2.959967559945653e-06, + 2.9534264740505023e-06, + 2.9469183573382907e-06, + 2.9404238830466056e-06, + 2.9339967113628518e-06, + 2.9276020541146863e-06, + 2.921239229181083e-06, + 2.9149086913093925e-06, + 2.908609531004913e-06, + 2.902341748267645e-06, + 2.896105343097588e-06, + 2.8899783046654193e-06, + 2.883881279558409e-06, + 2.877813585655531e-06, + 2.8717427085211966e-06, + 2.8657386792474426e-06, + 2.8597637538041454e-06, + 2.853817477443954e-06, + 2.8478993954195175e-06, + 2.8420097351045115e-06, + 2.836148041751585e-06, + 2.8302397367951926e-06, + 2.824373950716108e-06, + 2.8185356768517522e-06, + 2.812751063174801e-06, + 2.806972815960762e-06, + 2.8012218535877764e-06, + 2.795498176055844e-06, + 2.7898540793103166e-06, + 2.7842363579111407e-06, + 2.7786445571109653e-06, + 2.7730786769097904e-06, + 2.767525302260765e-06, + 2.761997393463389e-06, + 2.756470394160715e-06, + 2.7509549909154885e-06, + 2.745509391388623e-06, + 2.740089030339732e-06, + 2.734642293944489e-06, + 2.7292205686535453e-06, + 2.7238236270932248e-06 + ], + "stabilities": [ + 1.0, + 0.5917649269104004, + 1.0, + 1.0, + 1.0, + 0.6856690049171448, + 1.0, + 1.0, + 1.0, + 0.7918704152107239, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9858282804489136, + 0.9206072092056274, + 0.8990685939788818, + 1.0, + 0.9762670993804932, + 0.8132065534591675, + 1.0, + 1.0, + 1.0, + 0.9488785266876221, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918597936630249, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873220324516296, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9892548322677612, + 0.978720486164093, + 0.9294999837875366, + 0.9935243725776672, + 0.9851038455963135, + 0.9760764837265015, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950317144393921, + 1.0, + 1.0, + 0.9927066564559937, + 0.9862595796585083, + 0.8886361718177795, + 0.9859987497329712, + 0.9596453309059143, + 0.9832280874252319, + 0.9740552306175232, + 0.9839422702789307, + 0.9731305241584778, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9162575006484985, + 0.9997520446777344, + 1.0, + 1.0, + 1.0, + 0.972638726234436, + 0.9948445558547974, + 0.9961927533149719, + 1.0, + 1.0, + 0.9860338568687439, + 1.0, + 0.9960982799530029, + 0.9467524886131287, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943675398826599, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980864524841309, + 0.9872867465019226, + 1.0, + 0.9443486928939819, + 0.9860562086105347, + 1.0, + 0.9614359736442566, + 0.9955922365188599, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941128492355347, + 1.0, + 0.9991395473480225, + 1.0, + 0.9898815751075745, + 0.9911659359931946, + 0.9994566440582275, + 0.9901937246322632, + 0.9649052619934082, + 0.9962030649185181, + 1.0, + 0.9933438897132874, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9739624857902527, + 0.9929088950157166, + 0.988149106502533, + 0.995570957660675, + 0.9620221257209778, + 1.0, + 0.9988576769828796, + 0.9989442825317383, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933662414550781, + 1.0, + 1.0, + 1.0, + 0.9869629144668579, + 1.0, + 0.934799075126648, + 1.0, + 0.9841026663780212, + 1.0, + 0.9985141158103943, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973748326301575, + 0.9753963351249695, + 0.9987185001373291, + 1.0, + 0.9168544411659241, + 0.9919782876968384, + 0.9924065470695496, + 0.99920254945755, + 0.987426221370697, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9774143099784851, + 0.9894839525222778, + 1.0, + 0.9898236989974976, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963256120681763, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969629645347595, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9654073715209961, + 0.9830471277236938, + 1.0, + 0.9977437257766724, + 0.9943200349807739, + 0.9797554612159729, + 1.0, + 0.9905295372009277, + 0.9818462133407593, + 0.9868108034133911, + 1.0, + 0.9992908239364624, + 1.0, + 0.9822784066200256, + 0.9836775064468384, + 0.9976102113723755, + 1.0, + 0.9918934106826782, + 1.0, + 0.9956908226013184, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996878445148468, + 1.0, + 0.9991235733032227, + 1.0, + 0.9822721481323242, + 0.9546127319335938, + 0.9532966613769531, + 0.9711351990699768, + 0.9830952286720276, + 0.98395174741745, + 0.984078586101532, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9359521269798279, + 1.0, + 1.0, + 0.9961548447608948, + 0.9623507261276245, + 0.9987146258354187, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9903103113174438, + 0.9928247928619385, + 0.9879376888275146, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999296069145203, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906499981880188, + 0.9905211329460144, + 0.8961076736450195, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969438910484314, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947120547294617, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873567223548889, + 1.0, + 1.0, + 1.0, + 0.993789553642273, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976431727409363, + 1.0, + 0.9955590963363647, + 1.0, + 1.0, + 1.0, + 0.9906546473503113, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918214678764343, + 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": [ + 3040.0, + 6240.0, + 9280.0, + 12480.0, + 15520.0, + 18720.0, + 21760.0, + 24960.0, + 28000.0, + 31200.0, + 34240.0, + 37440.0, + 40480.0, + 43680.0, + 46720.0, + 49920.0, + 53120.0, + 56160.0, + 59360.0, + 62400.0, + 65600.0, + 68640.0, + 71840.0, + 74880.0, + 78080.0, + 81120.0, + 84320.0, + 87360.0, + 90560.0, + 93600.0, + 96800.0, + 100000.0, + 103040.0, + 106240.0, + 109280.0, + 112480.0, + 115520.0, + 118720.0, + 121760.0, + 124960.0, + 128000.0, + 131200.0, + 134240.0, + 137440.0, + 140480.0, + 143680.0, + 146720.0, + 149920.0, + 153120.0, + 156160.0, + 159360.0, + 162400.0, + 165600.0, + 168640.0, + 171840.0, + 174880.0, + 178080.0, + 181120.0, + 184320.0, + 187360.0, + 190560.0, + 193600.0, + 196800.0, + 200000.0, + 203040.0, + 206240.0, + 209280.0, + 212480.0, + 215520.0, + 218720.0, + 221760.0, + 224960.0, + 228000.0, + 231200.0, + 234240.0, + 237440.0, + 240480.0, + 243680.0, + 246720.0, + 249920.0, + 253120.0, + 256160.0, + 259360.0, + 262400.0, + 265600.0, + 268640.0, + 271840.0, + 274880.0, + 278080.0, + 281120.0, + 284320.0, + 287360.0, + 290560.0, + 293600.0, + 296800.0, + 300000.0, + 303040.0, + 306240.0, + 309280.0, + 312480.0, + 315520.0, + 318720.0, + 321760.0, + 324960.0, + 328000.0, + 331200.0, + 334240.0, + 337440.0, + 340480.0, + 343680.0, + 346720.0, + 349920.0, + 353120.0, + 356160.0, + 359360.0, + 362400.0, + 365600.0, + 368640.0, + 371840.0, + 374880.0, + 378080.0, + 381120.0, + 384320.0, + 387360.0, + 390560.0, + 393600.0, + 396800.0, + 400000.0, + 403040.0, + 406240.0, + 409280.0, + 412480.0, + 415520.0, + 418720.0, + 421760.0, + 424960.0, + 428000.0, + 431200.0, + 434240.0, + 437440.0, + 440480.0, + 443680.0, + 446720.0, + 449920.0, + 453120.0, + 456160.0, + 459360.0, + 462400.0, + 465600.0, + 468640.0, + 471840.0, + 474880.0, + 478080.0, + 481120.0, + 484320.0, + 487360.0, + 490560.0, + 493600.0, + 496800.0, + 500000.0, + 503040.0, + 506240.0, + 509280.0, + 512480.0, + 515520.0, + 518720.0, + 521760.0, + 524960.0, + 528000.0, + 531200.0, + 534240.0, + 537440.0, + 540480.0, + 543680.0, + 546720.0, + 549920.0, + 553120.0, + 556160.0, + 559360.0, + 562400.0, + 565600.0, + 568640.0, + 571840.0, + 574880.0, + 578080.0, + 581120.0, + 584320.0, + 587360.0, + 590560.0, + 593600.0, + 596800.0, + 600000.0, + 603040.0, + 606240.0, + 609280.0, + 612480.0, + 615520.0, + 618720.0, + 621760.0, + 624960.0, + 628000.0, + 631200.0, + 634240.0, + 637440.0, + 640480.0, + 643680.0, + 646720.0, + 649920.0, + 653120.0, + 656160.0, + 659360.0, + 662400.0, + 665600.0, + 668640.0, + 671840.0, + 674880.0, + 678080.0, + 681120.0, + 684320.0, + 687360.0, + 690560.0, + 693600.0, + 696800.0, + 700000.0, + 703040.0, + 706240.0, + 709280.0, + 712480.0, + 715520.0, + 718720.0, + 721760.0, + 724960.0, + 728000.0, + 731200.0, + 734240.0, + 737440.0, + 740480.0, + 743680.0, + 746720.0, + 749920.0, + 753120.0, + 756160.0, + 759360.0, + 762400.0, + 765600.0, + 768640.0, + 771840.0, + 774880.0, + 778080.0, + 781120.0, + 784320.0, + 787360.0, + 790560.0, + 793600.0, + 796800.0, + 800000.0, + 803040.0, + 806240.0, + 809280.0, + 812480.0, + 815520.0, + 818720.0, + 821760.0, + 824960.0, + 828000.0, + 831200.0, + 834240.0, + 837440.0, + 840480.0, + 843680.0, + 846720.0, + 849920.0, + 853120.0, + 856160.0, + 859360.0, + 862400.0, + 865600.0, + 868640.0, + 871840.0, + 874880.0, + 878080.0, + 881120.0, + 884320.0, + 887360.0, + 890560.0, + 893600.0, + 896800.0, + 900000.0, + 903040.0, + 906240.0, + 909280.0, + 912480.0, + 915520.0, + 918720.0, + 921760.0, + 924960.0, + 928000.0, + 931200.0, + 934240.0, + 937440.0, + 940480.0, + 943680.0, + 946720.0, + 949920.0, + 953120.0, + 956160.0, + 959360.0, + 962400.0, + 965600.0, + 968640.0, + 971840.0, + 974880.0, + 978080.0, + 981120.0, + 984320.0, + 987360.0, + 990560.0, + 993600.0, + 996800.0, + 1000000.0, + 1003040.0, + 1006240.0, + 1009280.0, + 1012480.0, + 1015520.0, + 1018720.0, + 1021760.0, + 1024960.0, + 1028000.0, + 1031200.0, + 1034240.0, + 1037440.0, + 1040480.0, + 1043680.0, + 1046720.0, + 1049920.0, + 1053120.0, + 1056160.0, + 1059360.0, + 1062400.0, + 1065600.0, + 1068640.0, + 1071840.0, + 1074880.0, + 1078080.0, + 1081120.0, + 1084320.0, + 1087360.0, + 1090560.0, + 1093600.0, + 1096800.0, + 1100000.0, + 1103040.0, + 1106240.0, + 1109280.0, + 1112480.0, + 1115520.0, + 1118720.0, + 1121760.0, + 1124960.0, + 1128000.0, + 1131200.0, + 1134240.0, + 1137440.0, + 1140480.0, + 1143680.0, + 1146720.0, + 1149920.0, + 1153120.0, + 1156160.0, + 1159360.0, + 1162400.0, + 1165600.0, + 1168640.0, + 1171840.0, + 1174880.0, + 1178080.0, + 1181120.0, + 1184320.0, + 1187360.0, + 1190560.0, + 1193600.0, + 1196800.0, + 1200000.0, + 1203040.0, + 1206240.0, + 1209280.0, + 1212480.0, + 1215520.0, + 1218720.0, + 1221760.0, + 1224960.0, + 1228000.0, + 1231200.0, + 1234240.0, + 1237440.0, + 1240480.0, + 1243680.0, + 1246720.0, + 1249920.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_df_eval.csv b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..fa8ac4b192d1025df04cc52ae1487a34be2be682 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_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 +21.75,21.75,0.017908527,454.54544,10000.0,22.0,625.0,,3040.0,0.00056861376,0.4,0.0016683992 +52.84,37.295,-0.02335406,487.80487,20000.0,41.0,1250.0,,6240.0,0.00056715455,0.4,1.1385676 +132.19,68.92667,0.12431812,508.47458,30000.0,59.0,1875.0,,9280.0,0.00056576834,0.4,1.7352154 +76.56,70.835,-0.0055204895,506.3291,40000.0,79.0,2500.0,,12480.0,0.0005643091,0.4,2.1979613 +76.05,71.878006,-0.01528083,515.4639,50000.0,97.0,3125.0,,15520.0,0.00056292285,0.4,1.838702 +143.47,83.810005,-0.037413143,517.2414,60000.0,116.0,3750.0,,18720.0,0.0005614637,0.4,2.6429799 +178.24,97.3,0.017044896,518.5185,70000.0,135.0,4375.0,,21760.0,0.00056007743,0.4,2.8523626 +204.47,110.69626,-0.021403937,522.8758,80000.0,153.0,5000.0,,24960.0,0.0005586182,0.4,2.8766499 +250.27,126.20445,0.013648647,523.2558,90000.0,172.0,5625.0,,28000.0,0.000557232,0.4,3.0974374 +301.75,143.759,0.016423132,520.8333,100000.0,192.0,6250.0,,31200.0,0.0005557728,0.4,3.2573977 +354.7,162.93546,-0.035100102,523.8095,110000.0,210.0,6875.0,,34240.0,0.0005543866,0.4,2.8781013 +435.21,185.625,-0.008719552,524.01746,120000.0,229.0,7500.0,,37440.0,0.0005529274,0.4,3.4189386 +480.49,208.30692,0.011569486,526.3158,130000.0,247.0,8125.0,,40480.0,0.0005515411,0.4,3.418827 +548.74,232.62357,-0.008844835,526.3158,140000.0,266.0,8750.0,,43680.0,0.0005500819,0.4,3.4189386 +639.58,259.754,-0.009113188,528.169,150000.0,284.0,9375.0,,46720.0,0.0005486957,0.4,3.2830741 +683.64,286.2469,-0.02532855,528.0528,160000.0,303.0,10000.0,,49920.0,0.0005472365,0.4,3.4189386 +725.56,312.08884,-0.009279646,526.3158,170000.0,323.0,10625.0,,53120.0,0.00054577726,0.4,3.4163904 +735.53,335.61334,-0.015050912,527.85925,180000.0,341.0,11250.0,,56160.0,0.00054439105,0.4,3.4081523 +745.12,357.16632,0.001148873,527.7778,190000.0,360.0,11875.0,,59360.0,0.00054293184,0.4,2.943932 +764.8,377.548,0.023377327,527.70447,200000.0,379.0,12500.0,,62400.0,0.0005415456,0.4,3.241941 +798.78,397.6067,-0.020810759,527.6382,210000.0,398.0,13125.0,,65600.0,0.0005400864,0.4,3.379397 +786.41,415.27957,-0.006948375,528.8461,220000.0,416.0,13750.0,,68640.0,0.00053870014,0.4,3.4184055 +816.83,432.73828,-0.02371533,528.73566,230000.0,435.0,14375.0,,71840.0,0.00053724094,0.4,3.4189386 +818.02,448.79166,-0.009853939,528.63434,240000.0,454.0,15000.0,,74880.0,0.0005358547,0.4,3.4189386 +804.3,463.012,-0.013191752,529.661,250000.0,472.0,15625.0,,78080.0,0.0005343955,0.4,3.3964381 +852.99,478.01117,-0.0104866745,529.53156,260000.0,491.0,16250.0,,81120.0,0.0005330093,0.4,3.4189386 +802.02,490.0115,-0.006458953,529.41174,270000.0,510.0,16875.0,,84320.0,0.0005315501,0.4,3.4189386 +789.94,500.72324,-0.013399497,529.30054,280000.0,529.0,17500.0,,87360.0,0.0005301638,0.4,3.304049 +786.74,510.5859,-0.019305749,529.1971,290000.0,548.0,18125.0,,90560.0,0.00052870467,0.4,3.4189386 +817.15,520.80475,-0.0034544875,530.03534,300000.0,566.0,18750.0,,93600.0,0.0005273184,0.4,3.301499 +821.08,530.49097,-0.010796501,529.91455,310000.0,585.0,19375.0,,96800.0,0.0005258592,0.4,2.6238284 +821.08,539.5719,-0.0066660815,529.80133,320000.0,604.0,20000.0,,100000.0,0.0005244,0.4,2.856326 +855.09,549.13306,0.0020631421,529.695,330000.0,623.0,20625.0,,103040.0,0.00052301376,0.4,2.9243102 +871.79,558.6229,0.011738437,529.59503,340000.0,642.0,21250.0,,106240.0,0.00052155455,0.4,2.8060236 +891.49,568.1334,-0.02329824,530.30304,350000.0,660.0,21875.0,,109280.0,0.00052016834,0.4,3.1112552 +933.13,578.2722,-0.011291108,530.19147,360000.0,679.0,22500.0,,112480.0,0.00051870913,0.4,3.2136762 +912.91,587.3165,-0.0029903736,530.08594,370000.0,698.0,23125.0,,115520.0,0.00051732286,0.4,3.2517817 +935.73,596.4853,-0.012471151,529.986,380000.0,717.0,23750.0,,118720.0,0.0005158637,0.4,3.4189386 +948.05,605.4998,-0.0043561147,530.61224,390000.0,735.0,24375.0,,121760.0,0.00051447743,0.4,3.4189386 +957.41,614.2975,0.0019450057,530.50397,400000.0,754.0,25000.0,,124960.0,0.0005130182,0.4,3.4189386 +953.34,622.5668,-0.012077701,530.40106,410000.0,773.0,25625.0,,128000.0,0.000511632,0.4,3.4189386 +953.34,630.4423,-0.014727378,530.30304,420000.0,792.0,26250.0,,131200.0,0.0005101728,0.4,3.4189386 +953.34,637.9516,-0.01814281,530.8642,430000.0,810.0,26875.0,,134240.0,0.0005087866,0.4,3.4189386 +963.3,645.3459,-0.021350693,530.1205,440000.0,830.0,27500.0,,137440.0,0.0005073274,0.4,3.4189386 +963.3,652.41156,-0.024214845,530.6604,450000.0,848.0,28125.0,,140480.0,0.0005059411,0.4,3.360224 +969.82,659.3117,-0.009433749,530.5652,460000.0,867.0,28750.0,,143680.0,0.0005044819,0.4,3.4189386 +972.65,665.9785,-0.014948879,530.47406,470000.0,886.0,29375.0,,146720.0,0.0005030957,0.4,3.4189386 +973.58,672.38684,-0.0012605301,530.3867,480000.0,905.0,30000.0,,149920.0,0.0005016365,0.4,3.4189386 +973.58,678.5336,-0.0031834473,530.30304,490000.0,924.0,30625.0,,153120.0,0.00050017727,0.4,3.4189386 +946.24,683.88776,-0.012637736,530.7856,500000.0,942.0,31250.0,,156160.0,0.00049879105,0.4,3.4189386 +933.11,688.7744,-0.013331182,530.6972,510000.0,961.0,31875.0,,159360.0,0.00049733184,0.4,3.4189386 +917.62,693.17535,-0.009362818,531.15424,520000.0,979.0,32500.0,,162400.0,0.0004959456,0.4,3.4189386 +913.05,697.3239,-0.009142168,531.06213,530000.0,998.0,33125.0,,165600.0,0.0004944864,0.4,3.4189386 +737.65,698.0707,-0.04101426,530.97345,540000.0,1017.0,33750.0,,168640.0,0.00049310015,0.4,3.4189386 +701.74,698.1373,-0.019629855,530.888,550000.0,1036.0,34375.0,,171840.0,0.00049164094,0.4,3.4189386 +701.74,698.2017,-0.008296308,531.3093,560000.0,1054.0,35000.0,,174880.0,0.0004902547,0.4,3.2620463 +724.91,698.6703,-0.007383288,531.2209,570000.0,1073.0,35625.0,,178080.0,0.0004887955,0.4,3.3940468 +731.69,699.2396,-0.0043095085,531.13556,580000.0,1092.0,36250.0,,181120.0,0.00048740927,0.4,2.573483 +744.83,700.0123,-0.0101751685,531.0531,590000.0,1111.0,36875.0,,184320.0,0.0004859501,0.4,2.9792104 +752.87,700.8933,0.03728348,531.4437,600000.0,1129.0,37500.0,,187360.0,0.00048456385,0.4,3.0404902 +757.44,701.8203,0.039149396,530.8964,610000.0,1149.0,38125.0,,190560.0,0.00048310464,0.4,2.7153625 +809.86,703.56287,-0.00927794,531.2768,620000.0,1167.0,38750.0,,193600.0,0.0004817184,0.4,2.5059247 +869.16,706.1914,-0.0066347844,531.1973,630000.0,1186.0,39375.0,,196800.0,0.0004802592,0.4,2.7431297 +938.8,709.8259,-0.0050125807,531.12036,640000.0,1205.0,40000.0,,200000.0,0.0004788,0.4,3.310615 +991.1,714.15326,-0.011462226,531.48,650000.0,1223.0,40625.0,,203040.0,0.00047741376,0.4,3.0128336 +991.1,718.3494,-0.025973806,531.40094,660000.0,1242.0,41250.0,,206240.0,0.00047595456,0.4,2.9543226 +990.66,722.41376,-0.0075720656,531.32434,670000.0,1261.0,41875.0,,209280.0,0.0004745683,0.4,3.1366448 +990.66,726.3586,0.006403833,531.25,680000.0,1280.0,42500.0,,212480.0,0.00047310913,0.4,2.9170752 +990.66,730.189,0.018410515,531.58704,690000.0,1298.0,43125.0,,215520.0,0.0004717229,0.4,3.1235685 +990.66,733.91003,-0.000416438,531.511,700000.0,1317.0,43750.0,,218720.0,0.00047026368,0.4,3.287286 +990.66,737.52625,-0.022653798,531.43713,710000.0,1336.0,44375.0,,221760.0,0.00046887744,0.4,3.2451668 +983.09,740.9368,-0.003299957,531.3653,720000.0,1355.0,45000.0,,224960.0,0.00046741823,0.4,3.408864 +979.9,744.21027,-0.013662862,531.68243,730000.0,1373.0,45625.0,,228000.0,0.000466032,0.4,3.410696 +973.53,747.3092,-0.0002193637,531.6092,740000.0,1392.0,46250.0,,231200.0,0.0004645728,0.4,3.1701212 +973.53,750.3255,0.031368855,531.5379,750000.0,1411.0,46875.0,,234240.0,0.00046318656,0.4,3.119227 +962.37,753.1156,0.010535719,531.4685,760000.0,1430.0,47500.0,,237440.0,0.00046172735,0.4,3.3805256 +962.37,755.8332,-0.018789304,531.76794,770000.0,1448.0,48125.0,,240480.0,0.0004603411,0.4,3.4128911 +947.78,758.29407,-0.027142106,531.6973,780000.0,1467.0,48750.0,,243680.0,0.00045888193,0.4,3.4189386 +897.93,760.0616,-0.020832047,531.62854,790000.0,1486.0,49375.0,,246720.0,0.00045749568,0.4,3.4189386 +812.84,760.72125,-0.038324125,531.56146,800000.0,1505.0,50000.0,,249920.0,0.00045603648,0.4,3.4189386 +793.35,761.1241,-0.016463462,531.49603,810000.0,1524.0,50625.0,,253120.0,0.00045457727,0.4,3.4189386 +761.79,761.1322,-0.0082339,531.43225,820000.0,1543.0,51250.0,,256160.0,0.00045319105,0.4,3.4189386 +734.24,760.80817,-0.013943359,531.37006,830000.0,1562.0,51875.0,,259360.0,0.00045173184,0.4,3.4189386 +697.02,760.04877,-0.011229514,531.64557,840000.0,1580.0,52500.0,,262400.0,0.0004503456,0.4,3.2888777 +680.76,759.11597,-0.032477673,531.5822,850000.0,1599.0,53125.0,,265600.0,0.0004488864,0.4,3.3737488 +693.61,758.3543,-0.032054458,531.5204,860000.0,1618.0,53750.0,,268640.0,0.00044750015,0.4,3.4189386 +722.05,757.93695,-0.021612577,531.45996,870000.0,1637.0,54375.0,,271840.0,0.00044604097,0.4,3.4189386 +767.05,758.0406,-0.005320961,531.72205,880000.0,1655.0,55000.0,,274880.0,0.00044465472,0.4,3.4189386 +799.21,758.5032,-0.020292139,531.6607,890000.0,1674.0,55625.0,,278080.0,0.00044319552,0.4,3.4189386 +805.24,759.02246,-0.017097069,531.9149,900000.0,1692.0,56250.0,,281120.0,0.00044180927,0.4,3.2895346 +764.8,759.08594,-0.0138114765,531.8527,910000.0,1711.0,56875.0,,284320.0,0.0004403501,0.4,3.4055393 +774.75,759.2562,-0.004531341,531.79193,920000.0,1730.0,57500.0,,287360.0,0.00043896385,0.4,3.1014662 +776.02,759.43646,-0.0084898835,531.7324,930000.0,1749.0,58125.0,,290560.0,0.00043750464,0.4,3.4189386 +754.61,759.38513,0.011120903,531.9751,940000.0,1767.0,58750.0,,293600.0,0.0004361184,0.4,2.8909264 +758.69,759.3778,-0.01619663,531.61725,950000.0,1787.0,59375.0,,296800.0,0.0004346592,0.4,3.2673743 +739.55,759.1713,-0.018472036,531.56146,960000.0,1806.0,60000.0,,300000.0,0.0004332,0.4,3.4189386 +743.72,759.012,-0.008322535,531.7982,970000.0,1824.0,60625.0,,303040.0,0.00043181377,0.4,3.4111905 +754.33,758.96423,-0.020119458,531.7417,980000.0,1843.0,61250.0,,306240.0,0.00043035456,0.4,3.4189386 +797.35,759.3519,-0.018542396,531.68634,990000.0,1862.0,61875.0,,309280.0,0.0004289683,0.4,3.4189386 +852.77,760.2862,-0.020974763,531.9149,1000000.0,1880.0,62500.0,,312480.0,0.00042750913,0.4,3.4189386 +855.17,768.6203,-0.009132887,532.1391,1010000.0,1898.0,63125.0,,315520.0,0.0004261229,0.4,3.31251 +898.4,777.0759,-0.017967112,531.80396,1020000.0,1918.0,63750.0,,318720.0,0.00042466368,0.4,3.4189386 +911.33,784.8674,-0.011846873,532.0248,1030000.0,1936.0,64375.0,,321760.0,0.00042327744,0.4,3.3121288 +911.23,793.214,-0.0007985049,531.9693,1040000.0,1955.0,65000.0,,324960.0,0.00042181823,0.4,3.4046972 +919.66,801.65,0.016780589,532.1845,1050000.0,1973.0,65625.0,,328000.0,0.000420432,0.4,3.157919 +921.74,809.4327,-0.008888169,531.8615,1060000.0,1993.0,66250.0,,331200.0,0.0004189728,0.4,3.4189386 +918.32,816.8335,-0.0106055215,532.0736,1070000.0,2011.0,66875.0,,334240.0,0.00041758656,0.4,3.1626406 +918.32,823.9721,-0.0018238798,532.0197,1080000.0,2030.0,67500.0,,337440.0,0.00041612735,0.4,3.2427025 +930.53,830.7748,-0.018209672,531.9668,1090000.0,2049.0,68125.0,,340480.0,0.0004147411,0.4,3.3570478 +944.3,837.20013,-0.0136879375,532.17224,1100000.0,2067.0,68750.0,,343680.0,0.00041328193,0.4,3.4189386 +953.9,843.1922,-0.019898033,532.1189,1110000.0,2086.0,69375.0,,346720.0,0.0004118957,0.4,3.4165587 +970.42,848.5443,-0.013728675,532.0665,1120000.0,2105.0,70000.0,,349920.0,0.00041043648,0.4,3.4189386 +977.01,853.5095,0.017754102,532.0151,1130000.0,2124.0,70625.0,,353120.0,0.00040897727,0.4,3.3353758 +989.76,857.9197,-0.019662185,532.2129,1140000.0,2142.0,71250.0,,356160.0,0.00040759103,0.4,3.3308766 +996.58,861.4897,0.007011749,532.161,1150000.0,2161.0,71875.0,,359360.0,0.00040613185,0.4,3.4189386 +968.66,864.33984,-0.017568583,532.1101,1160000.0,2180.0,72500.0,,362400.0,0.0004047456,0.4,3.4189386 +960.3,866.68726,-0.015631774,532.30206,1170000.0,2198.0,73125.0,,365600.0,0.0004032864,0.4,3.4189386 +950.55,868.83734,-0.018326165,532.2508,1180000.0,2217.0,73750.0,,368640.0,0.00040190015,0.4,3.4189386 +950.55,870.8917,-0.009650162,532.2004,1190000.0,2236.0,74375.0,,371840.0,0.00040044097,0.4,3.4189386 +950.55,872.7492,-0.010000908,532.15076,1200000.0,2255.0,75000.0,,374880.0,0.00039905473,0.4,3.1235805 +950.55,874.26697,-0.0131030325,532.3361,1210000.0,2273.0,75625.0,,378080.0,0.00039759552,0.4,3.4040728 +950.55,875.90826,-0.0049294904,532.2862,1220000.0,2292.0,76250.0,,381120.0,0.00039620927,0.4,3.2846558 +948.63,877.2263,-0.0067137913,532.2371,1230000.0,2311.0,76875.0,,384320.0,0.00039475007,0.4,3.070671 +938.93,878.4355,-0.013349138,532.41736,1240000.0,2329.0,77500.0,,387360.0,0.00039336385,0.4,3.4189386 +967.32,880.0657,-0.01553907,532.368,1250000.0,2348.0,78125.0,,390560.0,0.00039190464,0.4,3.3899896 +969.64,881.23224,-0.027545178,532.3194,1260000.0,2367.0,78750.0,,393600.0,0.0003905184,0.4,3.4189386 +978.0,882.992,-0.021584561,532.2716,1270000.0,2386.0,79375.0,,396800.0,0.0003890592,0.4,3.4189386 +987.75,884.9701,-0.009228438,532.22455,1280000.0,2405.0,80000.0,,400000.0,0.0003876,0.4,3.4189386 +987.75,886.98016,-0.016945403,532.3978,1290000.0,2423.0,80625.0,,403040.0,0.00038621377,0.4,3.4189386 +983.9,888.64764,-0.014913472,532.1326,1300000.0,2443.0,81250.0,,406240.0,0.00038475456,0.4,3.3511715 +983.9,890.2759,-0.02144332,532.30396,1310000.0,2461.0,81875.0,,409280.0,0.00038336831,0.4,3.3995295 +974.52,891.81024,-0.012206826,532.25806,1320000.0,2480.0,82500.0,,412480.0,0.0003819091,0.4,3.4189386 +984.22,893.1016,-0.017239103,532.2129,1330000.0,2499.0,83125.0,,415520.0,0.0003805229,0.4,3.4189386 +984.22,894.2258,0.0043749213,532.1684,1340000.0,2518.0,83750.0,,418720.0,0.00037906368,0.4,3.345962 +984.22,895.1532,-0.020987606,532.3344,1350000.0,2536.0,84375.0,,421760.0,0.00037767744,0.4,3.4189386 +984.85,895.6703,-0.015423492,532.2896,1360000.0,2555.0,85000.0,,424960.0,0.00037621823,0.4,3.4189386 +966.1,896.20233,-0.025749136,532.24554,1370000.0,2574.0,85625.0,,428000.0,0.000374832,0.4,3.4189386 +966.1,896.50604,-0.009722982,532.4074,1380000.0,2592.0,86250.0,,431200.0,0.0003733728,0.4,3.4189386 +941.94,896.44495,-0.011174982,532.3631,1390000.0,2611.0,86875.0,,434240.0,0.00037198656,0.4,3.4189386 +941.94,896.29016,-0.004500674,532.11707,1400000.0,2631.0,87500.0,,437440.0,0.00037052736,0.4,3.4189386 +941.88,896.17554,-0.007066831,532.47736,1410000.0,2648.0,88125.0,,440480.0,0.0003691411,0.4,3.1419847 +926.4,895.90607,-0.0048308773,532.2339,1420000.0,2668.0,88750.0,,443680.0,0.00036768193,0.4,3.0572886 +873.57,895.10846,0.009629092,532.3902,1430000.0,2686.0,89375.0,,446720.0,0.0003662957,0.4,3.1004806 +863.61,894.1116,-0.01211201,532.15076,1440000.0,2706.0,90000.0,,449920.0,0.00036483648,0.4,3.2441225 +849.95,892.978,-0.0020953387,532.1101,1450000.0,2725.0,90625.0,,453120.0,0.00036337727,0.4,3.3160503 +852.86,891.80853,0.061231326,532.2639,1460000.0,2743.0,91250.0,,456160.0,0.00036199103,0.4,2.840529 +855.07,890.63275,0.004080811,532.0304,1470000.0,2763.0,91875.0,,459360.0,0.00036053185,0.4,2.9329886 +859.8,889.49493,0.0051117004,532.3741,1480000.0,2780.0,92500.0,,462400.0,0.0003591456,0.4,3.2166235 +854.0,888.2991,0.006437555,532.33295,1490000.0,2799.0,93125.0,,465600.0,0.0003576864,0.4,2.9050298 +871.12,887.5478,-0.015269101,532.2924,1500000.0,2818.0,93750.0,,468640.0,0.00035630015,0.4,3.4189386 +880.84,887.0252,-0.017410362,532.2524,1510000.0,2837.0,94375.0,,471840.0,0.00035484097,0.4,3.3991 +888.0,886.729,-0.01690255,532.2129,1520000.0,2856.0,95000.0,,474880.0,0.00035345473,0.4,3.4189386 +931.08,886.9093,-0.021345744,532.1739,1530000.0,2875.0,95625.0,,478080.0,0.00035199552,0.4,3.4189386 +930.75,888.84033,-0.008258811,532.13544,1540000.0,2894.0,96250.0,,481120.0,0.00035060928,0.4,3.4189386 +852.49,890.3479,-0.01926706,532.0975,1550000.0,2913.0,96875.0,,484320.0,0.00034915007,0.4,3.4189386 +857.69,891.9073,-0.016240763,532.2416,1560000.0,2931.0,97500.0,,487360.0,0.00034776385,0.4,3.403976 +857.69,893.2351,0.04305338,532.20337,1570000.0,2950.0,98125.0,,490560.0,0.00034630465,0.4,2.7805343 +863.1,894.5492,-0.035553165,532.1657,1580000.0,2969.0,98750.0,,493600.0,0.0003449184,0.4,2.9478223 +863.1,895.7319,-0.011225939,532.12854,1590000.0,2988.0,99375.0,,496800.0,0.0003434592,0.4,3.3698378 +863.1,896.8342,-0.0048085465,532.0918,1600000.0,3007.0,100000.0,,500000.0,0.000342,0.4,3.3227663 +856.76,897.8275,-0.008956949,532.05554,1610000.0,3026.0,100625.0,,503040.0,0.00034061377,0.4,3.2498322 +856.76,898.2964,-0.012656401,532.19446,1620000.0,3044.0,101250.0,,506240.0,0.00033915456,0.4,3.2982228 +869.41,898.2988,-0.031600725,532.158,1630000.0,3063.0,101875.0,,509280.0,0.00033776832,0.4,3.2855337 +921.79,898.12866,-0.022640705,531.9494,1640000.0,3083.0,102500.0,,512480.0,0.0003363091,0.4,3.34864 +914.4,897.36163,-0.014660035,532.25806,1650000.0,3100.0,103125.0,,515520.0,0.0003349229,0.4,3.3466487 +905.87,896.5094,-0.030695692,532.22186,1660000.0,3119.0,103750.0,,518720.0,0.0003334637,0.4,3.2979507 +906.26,895.6654,-0.0006708142,532.1861,1670000.0,3138.0,104375.0,,521760.0,0.00033207744,0.4,3.2557821 +900.42,894.76306,-0.02228085,532.15076,1680000.0,3157.0,105000.0,,524960.0,0.00033061823,0.4,3.2794247 +889.21,893.74854,-0.031517297,532.28345,1690000.0,3175.0,105625.0,,528000.0,0.000329232,0.4,3.2761698 +887.16,892.7135,-0.01578056,532.248,1700000.0,3194.0,106250.0,,531200.0,0.0003277728,0.4,3.3990731 +897.38,891.78076,-0.0019116391,532.2129,1710000.0,3213.0,106875.0,,534240.0,0.00032638657,0.4,3.299354 +912.91,891.0789,0.0251788,532.1782,1720000.0,3232.0,107500.0,,537440.0,0.00032492736,0.4,3.0093355 +935.77,890.63763,0.029878695,532.3077,1730000.0,3250.0,108125.0,,540480.0,0.0003235411,0.4,2.9869928 +952.07,890.42303,0.0018713222,532.1101,1740000.0,3270.0,108750.0,,543680.0,0.00032208193,0.4,3.3557563 +940.21,890.08984,-0.016676683,532.23846,1750000.0,3288.0,109375.0,,546720.0,0.0003206957,0.4,3.3789256 +947.94,889.94556,0.020320168,532.2044,1760000.0,3307.0,110000.0,,549920.0,0.00031923648,0.4,3.2503912 +947.94,889.8013,0.023057437,532.1708,1770000.0,3326.0,110625.0,,553120.0,0.00031777727,0.4,2.8342495 +934.88,889.67236,-0.013240734,532.1375,1780000.0,3345.0,111250.0,,556160.0,0.00031639103,0.4,3.194488 +947.34,890.1663,0.0076824003,532.2629,1790000.0,3363.0,111875.0,,559360.0,0.00031493185,0.4,3.167581 +947.34,891.5115,-0.008518062,532.22943,1800000.0,3382.0,112500.0,,562400.0,0.0003135456,0.4,3.0289185 +954.51,893.1231,-0.0053210403,532.1964,1810000.0,3401.0,113125.0,,565600.0,0.0003120864,0.4,3.2275763 +948.16,894.9868,-0.009017058,532.3194,1820000.0,3419.0,113750.0,,568640.0,0.00031070015,0.4,3.3701537 +946.06,897.1049,-0.018855179,532.2862,1830000.0,3438.0,114375.0,,571840.0,0.00030924095,0.4,3.4189386 +965.71,899.7918,0.016764592,532.2534,1840000.0,3457.0,115000.0,,574880.0,0.00030785473,0.4,3.3412354 +968.08,902.6649,0.013665954,532.22095,1850000.0,3476.0,115625.0,,578080.0,0.00030639552,0.4,3.373959 +968.08,905.40967,0.0034683545,532.3412,1860000.0,3494.0,116250.0,,581120.0,0.00030500928,0.4,3.4189386 +968.08,907.86993,0.010375298,532.3086,1870000.0,3513.0,116875.0,,584320.0,0.00030355007,0.4,3.2640362 +977.57,909.97516,0.01702557,532.2763,1880000.0,3532.0,117500.0,,587360.0,0.00030216383,0.4,3.2794423 +979.87,911.78174,0.028238798,532.24445,1890000.0,3551.0,118125.0,,590560.0,0.00030070465,0.4,3.3679357 +979.87,913.5281,-0.012142128,532.362,1900000.0,3569.0,118750.0,,593600.0,0.0002993184,0.4,3.4189386 +979.87,915.6788,-0.014375202,532.33,1910000.0,3588.0,119375.0,,596800.0,0.0002978592,0.4,3.3786077 +986.22,917.79333,-0.010512072,532.15076,1920000.0,3608.0,120000.0,,600000.0,0.0002964,0.4,3.3799858 +986.22,919.8954,-0.00059162,532.26697,1930000.0,3626.0,120625.0,,603040.0,0.00029501377,0.4,3.335195 +988.32,922.2325,-0.02619882,532.23596,1940000.0,3645.0,121250.0,,606240.0,0.00029355456,0.4,3.3167477 +990.59,924.55164,-0.012293219,532.20526,1950000.0,3664.0,121875.0,,609280.0,0.00029216832,0.4,3.2778552 +990.59,927.06213,0.0038220354,532.17487,1960000.0,3683.0,122500.0,,612480.0,0.0002907091,0.4,3.1170442 +965.52,929.2801,-0.0057717673,532.2886,1970000.0,3701.0,123125.0,,615520.0,0.00028932287,0.4,3.305192 +965.29,931.3897,-0.014988481,532.25806,1980000.0,3720.0,123750.0,,618720.0,0.0002878637,0.4,3.3506866 +965.29,933.069,0.030400906,532.37024,1990000.0,3738.0,124375.0,,621760.0,0.00028647744,0.4,3.045427 +965.29,934.1942,0.014693354,532.33966,2000000.0,3757.0,125000.0,,624960.0,0.00028501824,0.4,3.4189386 +965.29,935.2953,0.02383564,532.3093,2010000.0,3776.0,125625.0,,628000.0,0.000283632,0.4,3.312873 +965.29,935.9643,-0.011567205,532.2793,2020000.0,3795.0,126250.0,,631200.0,0.0002821728,0.4,3.4189386 +965.29,936.5039,-0.013592029,532.3892,2030000.0,3813.0,126875.0,,634240.0,0.00028078657,0.4,3.4189386 +965.29,937.04443,0.007876713,532.3591,2040000.0,3832.0,127500.0,,637440.0,0.00027932736,0.4,3.329434 +950.2,937.3499,-0.021996573,532.3293,2050000.0,3851.0,128125.0,,640480.0,0.00027794112,0.4,3.1314008 +951.83,937.65076,0.0020391012,532.29974,2060000.0,3870.0,128750.0,,643680.0,0.0002764819,0.4,3.2494307 +984.91,938.31665,-0.010118558,532.4074,2070000.0,3888.0,129375.0,,646720.0,0.0002750957,0.4,3.3277657 +977.41,938.9075,-0.024087777,532.3778,2080000.0,3907.0,130000.0,,649920.0,0.00027363648,0.4,3.4189386 +977.41,939.3762,-0.024550622,532.2129,2090000.0,3927.0,130625.0,,653120.0,0.00027217728,0.4,3.4189386 +974.79,939.68115,-0.0190895,532.45435,2100000.0,3944.0,131250.0,,656160.0,0.00027079103,0.4,3.4189386 +974.79,939.89014,-0.009692799,532.2906,2110000.0,3964.0,131875.0,,659360.0,0.00026933185,0.4,3.3353379 +974.79,939.93384,-0.0033502597,532.2621,2120000.0,3983.0,132500.0,,662400.0,0.0002679456,0.4,3.4189386 +974.79,939.9116,-0.004217626,532.3669,2130000.0,4001.0,133125.0,,665600.0,0.0002664864,0.4,3.4189386 +981.04,939.82446,-0.018796628,532.3383,2140000.0,4020.0,133750.0,,668640.0,0.00026510016,0.4,3.4189386 +989.88,939.7575,0.0013999789,532.31,2150000.0,4039.0,134375.0,,671840.0,0.00026364095,0.4,3.2420611 +986.78,939.9387,-0.020759089,532.4131,2160000.0,4057.0,135000.0,,674880.0,0.00026225473,0.4,3.4189386 +971.88,940.0545,-0.022236906,532.2541,2170000.0,4077.0,135625.0,,678080.0,0.00026079552,0.4,3.4189386 +979.38,940.3429,-0.017693778,532.3565,2180000.0,4095.0,136250.0,,681120.0,0.00025940928,0.4,3.4189386 +975.39,940.59125,-0.0121648535,532.3286,2190000.0,4114.0,136875.0,,684320.0,0.00025795007,0.4,3.4189386 +969.01,940.7759,-0.015262193,532.4298,2200000.0,4132.0,137500.0,,687360.0,0.00025656383,0.4,3.4189386 +957.75,940.84784,-0.018185807,532.40186,2210000.0,4151.0,138125.0,,690560.0,0.00025510465,0.4,3.4189386 +949.58,940.8381,-0.016459068,532.3741,2220000.0,4170.0,138750.0,,693600.0,0.0002537184,0.4,3.4189386 +949.58,940.8476,-0.011440705,532.3466,2230000.0,4189.0,139375.0,,696800.0,0.0002522592,0.4,3.4189386 +945.06,940.90894,-0.01400425,532.3194,2240000.0,4208.0,140000.0,,700000.0,0.0002508,0.4,3.4189386 +945.06,940.68634,-0.014841295,532.2924,2250000.0,4227.0,140625.0,,703040.0,0.00024941377,0.4,3.4189386 +952.02,940.51013,-0.010972783,532.2657,2260000.0,4246.0,141250.0,,706240.0,0.00024795457,0.4,3.4189386 +939.36,940.12384,-0.014594278,532.36395,2270000.0,4264.0,141875.0,,709280.0,0.00024656832,0.4,3.4189386 +939.36,939.63983,0.030741377,532.33716,2280000.0,4283.0,142500.0,,712480.0,0.0002451091,0.4,3.4189386 +948.09,939.2433,0.025220264,532.31055,2290000.0,4302.0,143125.0,,715520.0,0.00024372288,0.4,3.4189386 +954.49,938.94916,0.036212686,532.2842,2300000.0,4321.0,143750.0,,718720.0,0.00024226368,0.4,3.1006823 +891.33,938.02344,-0.03351404,532.38074,2310000.0,4339.0,144375.0,,721760.0,0.00024087745,0.4,3.4189386 +878.75,937.0657,0.023806583,532.3543,2320000.0,4358.0,145000.0,,724960.0,0.00023941824,0.4,2.6922593 +883.27,936.0563,-0.002364089,532.32806,2330000.0,4377.0,145625.0,,728000.0,0.000238032,0.4,3.4189386 +883.27,935.0467,0.011070771,532.30206,2340000.0,4396.0,146250.0,,731200.0,0.0002365728,0.4,3.1387494 +883.27,934.0373,-0.0051144524,532.3969,2350000.0,4414.0,146875.0,,734240.0,0.00023518656,0.4,3.3615403 +906.97,933.25854,0.0017670881,532.2508,2360000.0,4434.0,147500.0,,737440.0,0.00023372736,0.4,3.3326416 +906.97,932.6672,0.006823568,532.4646,2370000.0,4451.0,148125.0,,740480.0,0.00023234112,0.4,2.8545923 +911.23,932.11835,-0.009950432,532.4385,2380000.0,4470.0,148750.0,,743680.0,0.00023088192,0.4,3.0977156 +916.09,931.8599,-0.014439789,532.41254,2390000.0,4489.0,149375.0,,746720.0,0.00022949568,0.4,3.3937583 +928.25,931.72296,-0.0164647,532.38684,2400000.0,4508.0,150000.0,,749920.0,0.00022803649,0.4,3.3581145 +982.64,932.1306,-0.0066440306,532.3614,2410000.0,4527.0,150625.0,,753120.0,0.00022657728,0.4,3.1633756 +1000.0,932.86664,-0.014785121,532.3361,2420000.0,4546.0,151250.0,,756160.0,0.00022519103,0.4,3.2832332 +1000.0,934.1309,-0.011012048,532.19446,2430000.0,4566.0,151875.0,,759360.0,0.00022373184,0.4,3.3815508 +1000.0,935.4949,-0.021065343,532.40234,2440000.0,4583.0,152500.0,,762400.0,0.0002223456,0.4,3.3521533 +997.72,936.9725,0.013323954,532.3772,2450000.0,4602.0,153125.0,,765600.0,0.0002208864,0.4,3.4189386 +985.82,938.3021,-0.013305019,532.3523,2460000.0,4621.0,153750.0,,768640.0,0.00021950016,0.4,3.4189386 +962.72,939.37854,-0.022120873,532.3276,2470000.0,4640.0,154375.0,,771840.0,0.00021804096,0.4,3.4189386 +956.65,940.34705,-0.013434644,532.41736,2480000.0,4658.0,155000.0,,774880.0,0.00021665472,0.4,3.3285937 +940.38,941.2109,-0.027720366,532.27875,2490000.0,4678.0,155625.0,,778080.0,0.00021519553,0.4,3.318388 +845.76,940.9573,-0.015394426,532.368,2500000.0,4696.0,156250.0,,781120.0,0.00021380928,0.4,3.3730423 +697.07,939.1195,0.05880117,532.34357,2510000.0,4715.0,156875.0,,784320.0,0.00021235007,0.4,3.278726 +679.41,937.0337,0.03328633,532.4319,2520000.0,4733.0,157500.0,,787360.0,0.00021096384,0.4,3.03863 +574.0,933.4628,0.03634556,532.2954,2530000.0,4753.0,158125.0,,790560.0,0.00020950464,0.4,3.3606615 +466.25,928.8178,0.023737295,532.3831,2540000.0,4771.0,158750.0,,793600.0,0.0002081184,0.4,3.1859026 +491.82,925.2112,-0.014311901,532.3591,2550000.0,4790.0,159375.0,,796800.0,0.0002066592,0.4,3.2593305 +509.93,921.7336,0.008470282,532.3352,2560000.0,4809.0,160000.0,,800000.0,0.0002052,0.4,3.0440726 +550.15,918.6582,-0.016179068,532.3115,2570000.0,4828.0,160625.0,,803040.0,0.00020381376,0.4,3.3651056 +598.7,916.01416,-0.0010535257,532.288,2580000.0,4847.0,161250.0,,806240.0,0.00020235455,0.4,2.8758683 +608.65,913.46967,0.004130868,532.3741,2590000.0,4865.0,161875.0,,809280.0,0.00020096832,0.4,3.1784878 +682.49,911.6636,-0.021317486,532.3505,2600000.0,4884.0,162500.0,,812480.0,0.00019950912,0.4,3.4179807 +744.48,910.54083,-0.003928689,532.4357,2610000.0,4902.0,163125.0,,815520.0,0.00019812289,0.4,3.1945746 +804.69,910.0201,-0.0034057826,532.4121,2620000.0,4921.0,163750.0,,818720.0,0.00019666368,0.4,2.9979467 +880.87,910.1346,0.005759055,532.3887,2630000.0,4940.0,164375.0,,821760.0,0.00019527743,0.4,3.245513 +895.51,909.8718,-0.011787588,532.3654,2640000.0,4959.0,165000.0,,824960.0,0.00019381824,0.4,3.4189386 +925.71,909.9849,-0.0055787098,532.4493,2650000.0,4977.0,165625.0,,828000.0,0.000192432,0.4,2.5248117 +955.4,910.4803,-0.018601213,532.42596,2660000.0,4996.0,166250.0,,831200.0,0.0001909728,0.4,2.9073625 +988.09,911.2986,-0.0065899715,532.4028,2670000.0,5015.0,166875.0,,834240.0,0.00018958656,0.4,3.1538436 +1000.0,912.29456,-0.0036009734,532.3798,2680000.0,5034.0,167500.0,,837440.0,0.00018812736,0.4,2.6589823 +1000.0,913.40234,-0.021552963,532.4624,2690000.0,5052.0,168125.0,,840480.0,0.00018674112,0.4,2.974276 +992.26,914.45337,-0.029127304,532.3344,2700000.0,5072.0,168750.0,,843680.0,0.00018528193,0.4,2.779417 +976.14,915.24084,0.016274447,532.4165,2710000.0,5090.0,169375.0,,846720.0,0.00018389568,0.4,2.0711465 +965.09,915.76276,0.031916928,532.3938,2720000.0,5109.0,170000.0,,849920.0,0.00018243647,0.4,1.4602659 +945.23,915.85736,-0.028071051,532.3713,2730000.0,5128.0,170625.0,,853120.0,0.00018097728,0.4,1.839899 +812.84,914.4651,-0.025186261,532.34894,2740000.0,5147.0,171250.0,,856160.0,0.00017959104,0.4,2.1220238 +803.31,913.096,0.0042968374,532.4298,2750000.0,5165.0,171875.0,,859360.0,0.00017813184,0.4,0.9048161 +802.75,911.64417,0.07953965,532.4074,2760000.0,5184.0,172500.0,,862400.0,0.0001767456,0.4,1.063662 +802.75,910.1922,0.015856517,532.3852,2770000.0,5203.0,173125.0,,865600.0,0.0001752864,0.4,0.87575525 +802.75,908.8709,-0.03144629,532.465,2780000.0,5221.0,173750.0,,868640.0,0.00017390016,0.4,1.2579477 +820.04,907.5979,-0.008389491,532.44275,2790000.0,5240.0,174375.0,,871840.0,0.00017244097,0.4,0.96348 +825.2,906.37646,0.03737281,532.4206,2800000.0,5259.0,175000.0,,874880.0,0.00017105472,0.4,1.9048157 +824.29,905.0743,0.73245394,532.3986,2810000.0,5278.0,175625.0,,878080.0,0.00016959551,0.4,0.89364785 +879.67,904.38947,0.0011104777,532.47736,2820000.0,5296.0,176250.0,,881120.0,0.00016820928,0.4,0.45430124 +906.79,903.9967,0.009931578,532.4553,2830000.0,5315.0,176875.0,,884320.0,0.00016675008,0.4,1.3406211 +964.65,903.9861,0.017065432,532.4335,2840000.0,5334.0,177500.0,,887360.0,0.00016536385,0.4,1.0392566 +974.18,904.0471,0.032053266,532.41174,2850000.0,5353.0,178125.0,,890560.0,0.00016390464,0.4,0.74379253 +974.18,904.10803,-0.007555183,532.4893,2860000.0,5371.0,178750.0,,893600.0,0.0001625184,0.4,1.0484524 +974.74,904.1747,0.0043923217,532.3688,2870000.0,5391.0,179375.0,,896800.0,0.0001610592,0.4,1.376054 +974.74,904.1464,0.02605375,532.34753,2880000.0,5410.0,180000.0,,900000.0,0.0001596,0.4,0.63578373 +975.51,904.1028,0.011831532,532.42444,2890000.0,5428.0,180625.0,,903040.0,0.00015821376,0.4,1.1436174 +980.39,904.10803,-0.011309332,532.40314,2900000.0,5447.0,181250.0,,906240.0,0.00015675456,0.4,1.238215 +997.6,904.28534,-0.0020816869,532.382,2910000.0,5466.0,181875.0,,909280.0,0.00015536833,0.4,1.2332253 +962.05,904.0436,-0.01805266,532.36096,2920000.0,5485.0,182500.0,,912480.0,0.00015390912,0.4,1.1441255 +938.89,903.57025,-0.007245558,532.4368,2930000.0,5503.0,183125.0,,915520.0,0.00015252289,0.4,1.8656261 +856.47,902.2518,-0.03694344,532.3194,2940000.0,5523.0,183750.0,,918720.0,0.00015106368,0.4,1.9569604 +249.07,894.83655,-0.010538786,532.3949,2950000.0,5541.0,184375.0,,921760.0,0.00014967743,0.4,0.96327966 +212.86,887.0593,0.023294693,532.3741,2960000.0,5560.0,185000.0,,924960.0,0.00014821824,0.4,0.9097451 +179.78,879.20197,-0.0030702117,532.35345,2970000.0,5579.0,185625.0,,928000.0,0.000146832,0.4,1.1393995 +187.4,871.423,-0.010026685,532.33295,2980000.0,5598.0,186250.0,,931200.0,0.0001453728,0.4,0.46886688 +69.14,862.4615,-0.010183221,532.4074,2990000.0,5616.0,186875.0,,934240.0,0.00014398656,0.4,0.7674178 +96.67,853.7752,-0.0042238976,532.38684,3000000.0,5635.0,187500.0,,937440.0,0.00014252737,0.4,1.3183292 +160.95,845.73193,0.023041885,532.36646,3010000.0,5654.0,188125.0,,940480.0,0.00014114112,0.4,1.3333434 +187.9,837.95807,0.0030306035,532.3462,3020000.0,5673.0,188750.0,,943680.0,0.00013968191,0.4,0.53562963 +138.07,829.6858,-0.001365294,532.4196,3030000.0,5691.0,189375.0,,946720.0,0.00013829568,0.4,0.7995672 +164.81,821.681,0.022040976,532.3061,3040000.0,5711.0,190000.0,,949920.0,0.00013683648,0.4,0.43594366 +181.3,813.99194,0.045249436,532.2862,3050000.0,5730.0,190625.0,,953120.0,0.00013537728,0.4,0.6668424 +248.32,806.95685,0.004982977,532.3591,3060000.0,5748.0,191250.0,,956160.0,0.00013399104,0.4,1.0564787 +299.77,800.10547,-0.02235999,532.3392,3070000.0,5767.0,191875.0,,959360.0,0.00013253184,0.4,1.2164435 +366.78,793.9992,-0.018401602,532.3194,3080000.0,5786.0,192500.0,,962400.0,0.0001311456,0.4,0.39364666 +355.92,787.78436,-0.011086699,532.3915,3090000.0,5804.0,193125.0,,965600.0,0.0001296864,0.4,0.50012565 +339.14,781.4279,0.03424054,532.37164,3100000.0,5823.0,193750.0,,968640.0,0.00012830016,0.4,1.0381019 +369.19,775.3719,0.03481919,532.3519,3110000.0,5842.0,194375.0,,971840.0,0.00012684095,0.4,0.5929068 +382.78,769.4517,0.024455953,532.4232,3120000.0,5860.0,195000.0,,974880.0,0.00012545472,0.4,0.98636013 +437.72,764.081,0.007945431,532.40344,3130000.0,5879.0,195625.0,,978080.0,0.00012399552,0.4,0.8934915 +503.38,759.30444,0.0068838173,532.38385,3140000.0,5898.0,196250.0,,981120.0,0.00012260929,0.4,0.6699988 +546.54,754.8711,0.008867093,532.3644,3150000.0,5917.0,196875.0,,984320.0,0.00012115008,0.4,0.5542417 +530.69,750.31006,0.008335157,532.4347,3160000.0,5935.0,197500.0,,987360.0,0.00011976384,0.4,1.3782923 +563.0,746.2213,0.032404333,532.41516,3170000.0,5954.0,198125.0,,990560.0,0.00011830464,0.4,1.5340037 +563.56,742.06305,0.0017463949,532.39575,3180000.0,5973.0,198750.0,,993600.0,0.0001169184,0.4,1.1833386 +629.86,738.6078,-0.029803252,532.3765,3190000.0,5992.0,199375.0,,996800.0,0.0001154592,0.4,0.8364805 +642.85,735.34625,-0.009264915,532.35736,3200000.0,6011.0,200000.0,,1000000.0,0.000114,0.4,1.3609742 +686.78,732.63654,0.032166757,532.4266,3210000.0,6029.0,200625.0,,1003040.0,0.00011261376,0.4,0.6607288 +727.74,730.41815,0.022537967,532.3194,3220000.0,6049.0,201250.0,,1006240.0,0.00011115456,0.4,0.94993365 +743.05,728.3528,-0.0042713224,532.3883,3230000.0,6067.0,201875.0,,1009280.0,0.00010976832,0.4,1.0942582 +812.18,727.02405,-0.04736541,532.3694,3240000.0,6086.0,202500.0,,1012480.0,0.00010830912,0.4,2.9435604 +802.15,725.59485,0.015292804,532.3505,3250000.0,6105.0,203125.0,,1015520.0,0.00010692288,0.4,1.4393406 +857.05,724.64514,-0.026432127,532.3318,3260000.0,6124.0,203750.0,,1018720.0,0.00010546368,0.4,0.9158342 +861.4,723.86554,0.009254119,532.39984,3270000.0,6142.0,204375.0,,1021760.0,0.00010407744,0.4,0.52026606 +868.05,723.15234,0.02559248,532.3811,3280000.0,6161.0,205000.0,,1024960.0,0.00010261824,0.4,0.06180133 +876.08,722.43225,-0.027586535,532.3625,3290000.0,6180.0,205625.0,,1028000.0,0.000101232,0.4,1.1559701 +887.71,721.7645,0.014593738,532.34393,3300000.0,6199.0,206250.0,,1031200.0,9.97728e-05,0.4,0.62215036 +897.16,721.8228,0.023133358,532.41113,3310000.0,6217.0,206875.0,,1034240.0,9.838656e-05,0.4,0.25383103 +914.41,722.17944,0.034423396,532.3072,3320000.0,6237.0,207500.0,,1037440.0,9.692736e-05,0.4,0.3423652 +924.2,722.58875,0.034683,532.4592,3330000.0,6254.0,208125.0,,1040480.0,9.554112e-05,0.4,0.23312342 +957.96,723.3357,-0.0016603777,532.4406,3340000.0,6273.0,208750.0,,1043680.0,9.408192e-05,0.4,0.09972586 +993.22,724.43524,-0.0053404323,532.4221,3350000.0,6292.0,209375.0,,1046720.0,9.269568e-05,0.4,0.31159067 +993.22,725.2977,-0.007415147,532.40375,3360000.0,6311.0,210000.0,,1049920.0,9.123648e-05,0.4,0.7707852 +993.22,726.1602,0.007361994,532.3014,3370000.0,6331.0,210625.0,,1053120.0,8.977728e-05,0.4,0.6313051 +982.61,726.8739,0.0015383133,532.3673,3380000.0,6349.0,211250.0,,1056160.0,8.839104e-05,0.4,0.85161644 +964.45,727.35767,0.02008658,532.2657,3390000.0,6369.0,211875.0,,1059360.0,8.693184e-05,0.4,1.2784734 +883.64,726.9115,-0.00613261,532.4147,3400000.0,6386.0,212500.0,,1062400.0,8.55456e-05,0.4,2.1645207 +843.0,725.51514,-0.028664932,532.39655,3410000.0,6405.0,213125.0,,1065600.0,8.40864e-05,0.4,1.6588864 +838.66,723.90173,0.0055426294,532.3786,3420000.0,6424.0,213750.0,,1068640.0,8.270016e-05,0.4,0.8775017 +838.66,722.28827,0.015543446,532.3607,3430000.0,6443.0,214375.0,,1071840.0,8.124096e-05,0.4,0.873867 +831.76,720.6058,0.013714029,532.34296,3440000.0,6462.0,215000.0,,1074880.0,7.985472e-05,0.4,0.43073696 +819.58,718.8243,0.024658594,532.32526,3450000.0,6481.0,215625.0,,1078080.0,7.839552e-05,0.4,0.40159258 +811.59,717.0821,-0.0018187047,532.3896,3460000.0,6499.0,216250.0,,1081120.0,7.700928e-05,0.4,0.50764287 +836.06,715.81555,0.022522604,532.3719,3470000.0,6518.0,216875.0,,1084320.0,7.555008e-05,0.4,0.63618934 +855.69,714.8059,-0.001241557,532.3543,3480000.0,6537.0,217500.0,,1087360.0,7.416384e-05,0.4,0.14748895 +894.59,714.34814,-0.008347503,532.3368,3490000.0,6556.0,218125.0,,1090560.0,7.270464e-05,0.4,-0.23227023 +960.25,715.493,0.012656698,532.4004,3500000.0,6574.0,218750.0,,1093600.0,7.13184e-05,0.4,0.058360353 +968.59,718.2082,0.0084083155,532.3828,3510000.0,6593.0,219375.0,,1096800.0,6.98592e-05,0.4,-0.6374665 +972.93,721.14343,-0.005263042,532.2849,3520000.0,6613.0,220000.0,,1100000.0,6.84e-05,0.4,0.090408064 +973.98,725.1431,0.12491661,532.3481,3530000.0,6631.0,220625.0,,1103040.0,6.701376e-05,0.4,-0.23291938 +979.83,730.27893,0.017368197,532.3308,3540000.0,6650.0,221250.0,,1106240.0,6.555456e-05,0.4,-0.22838697 +992.01,735.28076,-0.012243134,532.3935,3550000.0,6668.0,221875.0,,1109280.0,6.416832e-05,0.4,0.057770595 +1000.0,740.1816,-0.017535334,532.29663,3560000.0,6688.0,222500.0,,1112480.0,6.270912e-05,0.4,-0.06046301 +1000.0,744.68005,0.011322811,532.3591,3570000.0,6706.0,223125.0,,1115520.0,6.132288e-05,0.4,-0.4186824 +1000.0,748.69305,-0.0047042645,532.342,3580000.0,6725.0,223750.0,,1118720.0,5.986368e-05,0.4,-0.19947106 +1000.0,752.60657,-0.003544172,532.325,3590000.0,6744.0,224375.0,,1121760.0,5.847744e-05,0.4,-0.3319129 +1000.0,755.78174,-0.028325377,532.30817,3600000.0,6763.0,225000.0,,1124960.0,5.701824e-05,0.4,0.02215821 +1000.0,758.33685,0.00167712,532.3699,3610000.0,6781.0,225625.0,,1128000.0,5.5632e-05,0.4,0.07076405 +1000.0,760.29,-0.018558871,532.35297,3620000.0,6800.0,226250.0,,1131200.0,5.41728e-05,0.4,-0.2051642 +1000.0,761.48126,0.0022196383,532.3361,3630000.0,6819.0,226875.0,,1134240.0,5.278656e-05,0.4,-0.41329268 +1000.0,762.5262,-0.010728443,532.3973,3640000.0,6837.0,227500.0,,1137440.0,5.132736e-05,0.4,0.10864726 +1000.0,763.26904,-0.020413758,532.45807,3650000.0,6855.0,228125.0,,1140480.0,4.994112e-05,0.4,-0.08080503 +1000.0,763.7151,-0.009639069,532.36365,3660000.0,6875.0,228750.0,,1143680.0,4.848192e-05,0.4,-0.078186706 +1000.0,763.8342,-0.029719425,532.4242,3670000.0,6893.0,229375.0,,1146720.0,4.709568e-05,0.4,0.038298592 +1000.0,763.8342,-0.021464817,532.4074,3680000.0,6912.0,230000.0,,1149920.0,4.563648e-05,0.4,-0.27635425 +1000.0,763.8342,-0.011162801,532.3139,3690000.0,6932.0,230625.0,,1153120.0,4.417728e-05,0.4,-0.12331187 +1000.0,763.91156,0.021150617,532.3741,3700000.0,6950.0,231250.0,,1156160.0,4.279104e-05,0.4,-0.19689763 +1000.0,764.15015,-0.004425598,532.3576,3710000.0,6969.0,231875.0,,1159360.0,4.133184e-05,0.4,-0.25385857 +1000.0,764.4994,-0.0251826,532.41736,3720000.0,6987.0,232500.0,,1162400.0,3.99456e-05,0.4,-0.11806874 +1000.0,765.04706,-0.023096234,532.3248,3730000.0,7007.0,233125.0,,1165600.0,3.84864e-05,0.4,-0.3852389 +1000.0,766.9186,-0.010183978,532.38434,3740000.0,7025.0,233750.0,,1168640.0,3.710016e-05,0.4,-0.64774954 +1000.0,768.8855,0.0369873,532.368,3750000.0,7044.0,234375.0,,1171840.0,3.564096e-05,0.4,-0.84304726 +1000.0,770.858,-0.022559447,532.3517,3760000.0,7063.0,235000.0,,1174880.0,3.425472e-05,0.4,-0.39684504 +1000.0,772.83044,0.008241115,532.3355,3770000.0,7082.0,235625.0,,1178080.0,3.279552e-05,0.4,-0.6781031 +1000.0,774.80304,-0.0007188555,532.39435,3780000.0,7100.0,236250.0,,1181120.0,3.140928e-05,0.4,-0.68119466 +1000.0,776.6026,0.0074699894,532.30334,3790000.0,7120.0,236875.0,,1184320.0,2.995008e-05,0.4,-0.63840145 +1000.0,778.35065,-0.008330313,532.362,3800000.0,7138.0,237500.0,,1187360.0,2.856384e-05,0.4,-1.0609667 +1000.0,780.10767,-0.017874401,532.34595,3810000.0,7157.0,238125.0,,1190560.0,2.710464e-05,0.4,-0.87807816 +1000.0,781.31104,-0.011540038,532.4042,3820000.0,7175.0,238750.0,,1193600.0,2.57184e-05,0.4,-1.131336 +1000.0,782.2431,0.0011724901,532.3141,3830000.0,7195.0,239375.0,,1196800.0,2.42592e-05,0.4,-0.98329735 +1000.0,782.5966,-0.017675176,532.2983,3840000.0,7214.0,240000.0,,1200000.0,2.28e-05,0.4,-0.86302507 +1000.0,782.85474,-0.002459167,532.3562,3850000.0,7232.0,240625.0,,1203040.0,2.141376e-05,0.4,-1.0210879 +1000.0,783.113,-0.018189235,532.26697,3860000.0,7252.0,241250.0,,1206240.0,1.995456e-05,0.4,-0.9730143 +1000.0,783.3656,-0.022869317,532.32465,3870000.0,7270.0,241875.0,,1209280.0,1.856832e-05,0.4,-0.98428667 +1000.0,783.6183,-0.019853136,532.30896,3880000.0,7289.0,242500.0,,1212480.0,1.710912e-05,0.4,-1.1308165 +1000.0,783.8631,-0.007619716,532.3662,3890000.0,7307.0,243125.0,,1215520.0,1.572288e-05,0.4,-1.2680353 +1000.0,784.0592,-0.0060861963,532.2779,3900000.0,7327.0,243750.0,,1218720.0,1.426368e-05,0.4,-1.5361012 +1000.0,784.0832,-0.008951397,532.3349,3910000.0,7345.0,244375.0,,1221760.0,1.287744e-05,0.4,-1.3943924 +1000.0,784.46265,-0.01360614,532.3194,3920000.0,7364.0,245000.0,,1224960.0,1.141824e-05,0.4,-1.3666553 +1000.0,785.07385,-0.014677554,532.30396,3930000.0,7383.0,245625.0,,1228000.0,1.0032e-05,0.4,-1.6164482 +1000.0,786.50903,-0.012446921,532.2886,3940000.0,7402.0,246250.0,,1231200.0,8.5728e-06,0.4,-1.5465833 +1000.0,794.01843,-0.021153687,532.34503,3950000.0,7420.0,246875.0,,1234240.0,7.18656e-06,0.4,-1.3089526 +1000.0,801.8898,-0.016106987,532.3296,3960000.0,7439.0,247500.0,,1237440.0,5.72736e-06,0.4,-1.4979147 +1000.0,810.09204,-0.005767299,532.3143,3970000.0,7458.0,248125.0,,1240480.0,4.34112e-06,0.4,-1.6396005 +1000.0,818.21796,-0.015501115,532.37024,3980000.0,7476.0,248750.0,,1243680.0,2.88192e-06,0.4,-1.5979418 +1000.0,827.5266,-0.024322527,532.3549,3990000.0,7495.0,249375.0,,1246720.0,1.49568e-06,0.4,-1.7012503 +1000.0,836.5598,-0.0024134296,532.0564,4000000.0,7518.0,250000.0,,1249920.0,3.648e-08,0.4,-1.359018 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_df_train.csv b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..fa8ac4b192d1025df04cc52ae1487a34be2be682 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_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 +21.75,21.75,0.017908527,454.54544,10000.0,22.0,625.0,,3040.0,0.00056861376,0.4,0.0016683992 +52.84,37.295,-0.02335406,487.80487,20000.0,41.0,1250.0,,6240.0,0.00056715455,0.4,1.1385676 +132.19,68.92667,0.12431812,508.47458,30000.0,59.0,1875.0,,9280.0,0.00056576834,0.4,1.7352154 +76.56,70.835,-0.0055204895,506.3291,40000.0,79.0,2500.0,,12480.0,0.0005643091,0.4,2.1979613 +76.05,71.878006,-0.01528083,515.4639,50000.0,97.0,3125.0,,15520.0,0.00056292285,0.4,1.838702 +143.47,83.810005,-0.037413143,517.2414,60000.0,116.0,3750.0,,18720.0,0.0005614637,0.4,2.6429799 +178.24,97.3,0.017044896,518.5185,70000.0,135.0,4375.0,,21760.0,0.00056007743,0.4,2.8523626 +204.47,110.69626,-0.021403937,522.8758,80000.0,153.0,5000.0,,24960.0,0.0005586182,0.4,2.8766499 +250.27,126.20445,0.013648647,523.2558,90000.0,172.0,5625.0,,28000.0,0.000557232,0.4,3.0974374 +301.75,143.759,0.016423132,520.8333,100000.0,192.0,6250.0,,31200.0,0.0005557728,0.4,3.2573977 +354.7,162.93546,-0.035100102,523.8095,110000.0,210.0,6875.0,,34240.0,0.0005543866,0.4,2.8781013 +435.21,185.625,-0.008719552,524.01746,120000.0,229.0,7500.0,,37440.0,0.0005529274,0.4,3.4189386 +480.49,208.30692,0.011569486,526.3158,130000.0,247.0,8125.0,,40480.0,0.0005515411,0.4,3.418827 +548.74,232.62357,-0.008844835,526.3158,140000.0,266.0,8750.0,,43680.0,0.0005500819,0.4,3.4189386 +639.58,259.754,-0.009113188,528.169,150000.0,284.0,9375.0,,46720.0,0.0005486957,0.4,3.2830741 +683.64,286.2469,-0.02532855,528.0528,160000.0,303.0,10000.0,,49920.0,0.0005472365,0.4,3.4189386 +725.56,312.08884,-0.009279646,526.3158,170000.0,323.0,10625.0,,53120.0,0.00054577726,0.4,3.4163904 +735.53,335.61334,-0.015050912,527.85925,180000.0,341.0,11250.0,,56160.0,0.00054439105,0.4,3.4081523 +745.12,357.16632,0.001148873,527.7778,190000.0,360.0,11875.0,,59360.0,0.00054293184,0.4,2.943932 +764.8,377.548,0.023377327,527.70447,200000.0,379.0,12500.0,,62400.0,0.0005415456,0.4,3.241941 +798.78,397.6067,-0.020810759,527.6382,210000.0,398.0,13125.0,,65600.0,0.0005400864,0.4,3.379397 +786.41,415.27957,-0.006948375,528.8461,220000.0,416.0,13750.0,,68640.0,0.00053870014,0.4,3.4184055 +816.83,432.73828,-0.02371533,528.73566,230000.0,435.0,14375.0,,71840.0,0.00053724094,0.4,3.4189386 +818.02,448.79166,-0.009853939,528.63434,240000.0,454.0,15000.0,,74880.0,0.0005358547,0.4,3.4189386 +804.3,463.012,-0.013191752,529.661,250000.0,472.0,15625.0,,78080.0,0.0005343955,0.4,3.3964381 +852.99,478.01117,-0.0104866745,529.53156,260000.0,491.0,16250.0,,81120.0,0.0005330093,0.4,3.4189386 +802.02,490.0115,-0.006458953,529.41174,270000.0,510.0,16875.0,,84320.0,0.0005315501,0.4,3.4189386 +789.94,500.72324,-0.013399497,529.30054,280000.0,529.0,17500.0,,87360.0,0.0005301638,0.4,3.304049 +786.74,510.5859,-0.019305749,529.1971,290000.0,548.0,18125.0,,90560.0,0.00052870467,0.4,3.4189386 +817.15,520.80475,-0.0034544875,530.03534,300000.0,566.0,18750.0,,93600.0,0.0005273184,0.4,3.301499 +821.08,530.49097,-0.010796501,529.91455,310000.0,585.0,19375.0,,96800.0,0.0005258592,0.4,2.6238284 +821.08,539.5719,-0.0066660815,529.80133,320000.0,604.0,20000.0,,100000.0,0.0005244,0.4,2.856326 +855.09,549.13306,0.0020631421,529.695,330000.0,623.0,20625.0,,103040.0,0.00052301376,0.4,2.9243102 +871.79,558.6229,0.011738437,529.59503,340000.0,642.0,21250.0,,106240.0,0.00052155455,0.4,2.8060236 +891.49,568.1334,-0.02329824,530.30304,350000.0,660.0,21875.0,,109280.0,0.00052016834,0.4,3.1112552 +933.13,578.2722,-0.011291108,530.19147,360000.0,679.0,22500.0,,112480.0,0.00051870913,0.4,3.2136762 +912.91,587.3165,-0.0029903736,530.08594,370000.0,698.0,23125.0,,115520.0,0.00051732286,0.4,3.2517817 +935.73,596.4853,-0.012471151,529.986,380000.0,717.0,23750.0,,118720.0,0.0005158637,0.4,3.4189386 +948.05,605.4998,-0.0043561147,530.61224,390000.0,735.0,24375.0,,121760.0,0.00051447743,0.4,3.4189386 +957.41,614.2975,0.0019450057,530.50397,400000.0,754.0,25000.0,,124960.0,0.0005130182,0.4,3.4189386 +953.34,622.5668,-0.012077701,530.40106,410000.0,773.0,25625.0,,128000.0,0.000511632,0.4,3.4189386 +953.34,630.4423,-0.014727378,530.30304,420000.0,792.0,26250.0,,131200.0,0.0005101728,0.4,3.4189386 +953.34,637.9516,-0.01814281,530.8642,430000.0,810.0,26875.0,,134240.0,0.0005087866,0.4,3.4189386 +963.3,645.3459,-0.021350693,530.1205,440000.0,830.0,27500.0,,137440.0,0.0005073274,0.4,3.4189386 +963.3,652.41156,-0.024214845,530.6604,450000.0,848.0,28125.0,,140480.0,0.0005059411,0.4,3.360224 +969.82,659.3117,-0.009433749,530.5652,460000.0,867.0,28750.0,,143680.0,0.0005044819,0.4,3.4189386 +972.65,665.9785,-0.014948879,530.47406,470000.0,886.0,29375.0,,146720.0,0.0005030957,0.4,3.4189386 +973.58,672.38684,-0.0012605301,530.3867,480000.0,905.0,30000.0,,149920.0,0.0005016365,0.4,3.4189386 +973.58,678.5336,-0.0031834473,530.30304,490000.0,924.0,30625.0,,153120.0,0.00050017727,0.4,3.4189386 +946.24,683.88776,-0.012637736,530.7856,500000.0,942.0,31250.0,,156160.0,0.00049879105,0.4,3.4189386 +933.11,688.7744,-0.013331182,530.6972,510000.0,961.0,31875.0,,159360.0,0.00049733184,0.4,3.4189386 +917.62,693.17535,-0.009362818,531.15424,520000.0,979.0,32500.0,,162400.0,0.0004959456,0.4,3.4189386 +913.05,697.3239,-0.009142168,531.06213,530000.0,998.0,33125.0,,165600.0,0.0004944864,0.4,3.4189386 +737.65,698.0707,-0.04101426,530.97345,540000.0,1017.0,33750.0,,168640.0,0.00049310015,0.4,3.4189386 +701.74,698.1373,-0.019629855,530.888,550000.0,1036.0,34375.0,,171840.0,0.00049164094,0.4,3.4189386 +701.74,698.2017,-0.008296308,531.3093,560000.0,1054.0,35000.0,,174880.0,0.0004902547,0.4,3.2620463 +724.91,698.6703,-0.007383288,531.2209,570000.0,1073.0,35625.0,,178080.0,0.0004887955,0.4,3.3940468 +731.69,699.2396,-0.0043095085,531.13556,580000.0,1092.0,36250.0,,181120.0,0.00048740927,0.4,2.573483 +744.83,700.0123,-0.0101751685,531.0531,590000.0,1111.0,36875.0,,184320.0,0.0004859501,0.4,2.9792104 +752.87,700.8933,0.03728348,531.4437,600000.0,1129.0,37500.0,,187360.0,0.00048456385,0.4,3.0404902 +757.44,701.8203,0.039149396,530.8964,610000.0,1149.0,38125.0,,190560.0,0.00048310464,0.4,2.7153625 +809.86,703.56287,-0.00927794,531.2768,620000.0,1167.0,38750.0,,193600.0,0.0004817184,0.4,2.5059247 +869.16,706.1914,-0.0066347844,531.1973,630000.0,1186.0,39375.0,,196800.0,0.0004802592,0.4,2.7431297 +938.8,709.8259,-0.0050125807,531.12036,640000.0,1205.0,40000.0,,200000.0,0.0004788,0.4,3.310615 +991.1,714.15326,-0.011462226,531.48,650000.0,1223.0,40625.0,,203040.0,0.00047741376,0.4,3.0128336 +991.1,718.3494,-0.025973806,531.40094,660000.0,1242.0,41250.0,,206240.0,0.00047595456,0.4,2.9543226 +990.66,722.41376,-0.0075720656,531.32434,670000.0,1261.0,41875.0,,209280.0,0.0004745683,0.4,3.1366448 +990.66,726.3586,0.006403833,531.25,680000.0,1280.0,42500.0,,212480.0,0.00047310913,0.4,2.9170752 +990.66,730.189,0.018410515,531.58704,690000.0,1298.0,43125.0,,215520.0,0.0004717229,0.4,3.1235685 +990.66,733.91003,-0.000416438,531.511,700000.0,1317.0,43750.0,,218720.0,0.00047026368,0.4,3.287286 +990.66,737.52625,-0.022653798,531.43713,710000.0,1336.0,44375.0,,221760.0,0.00046887744,0.4,3.2451668 +983.09,740.9368,-0.003299957,531.3653,720000.0,1355.0,45000.0,,224960.0,0.00046741823,0.4,3.408864 +979.9,744.21027,-0.013662862,531.68243,730000.0,1373.0,45625.0,,228000.0,0.000466032,0.4,3.410696 +973.53,747.3092,-0.0002193637,531.6092,740000.0,1392.0,46250.0,,231200.0,0.0004645728,0.4,3.1701212 +973.53,750.3255,0.031368855,531.5379,750000.0,1411.0,46875.0,,234240.0,0.00046318656,0.4,3.119227 +962.37,753.1156,0.010535719,531.4685,760000.0,1430.0,47500.0,,237440.0,0.00046172735,0.4,3.3805256 +962.37,755.8332,-0.018789304,531.76794,770000.0,1448.0,48125.0,,240480.0,0.0004603411,0.4,3.4128911 +947.78,758.29407,-0.027142106,531.6973,780000.0,1467.0,48750.0,,243680.0,0.00045888193,0.4,3.4189386 +897.93,760.0616,-0.020832047,531.62854,790000.0,1486.0,49375.0,,246720.0,0.00045749568,0.4,3.4189386 +812.84,760.72125,-0.038324125,531.56146,800000.0,1505.0,50000.0,,249920.0,0.00045603648,0.4,3.4189386 +793.35,761.1241,-0.016463462,531.49603,810000.0,1524.0,50625.0,,253120.0,0.00045457727,0.4,3.4189386 +761.79,761.1322,-0.0082339,531.43225,820000.0,1543.0,51250.0,,256160.0,0.00045319105,0.4,3.4189386 +734.24,760.80817,-0.013943359,531.37006,830000.0,1562.0,51875.0,,259360.0,0.00045173184,0.4,3.4189386 +697.02,760.04877,-0.011229514,531.64557,840000.0,1580.0,52500.0,,262400.0,0.0004503456,0.4,3.2888777 +680.76,759.11597,-0.032477673,531.5822,850000.0,1599.0,53125.0,,265600.0,0.0004488864,0.4,3.3737488 +693.61,758.3543,-0.032054458,531.5204,860000.0,1618.0,53750.0,,268640.0,0.00044750015,0.4,3.4189386 +722.05,757.93695,-0.021612577,531.45996,870000.0,1637.0,54375.0,,271840.0,0.00044604097,0.4,3.4189386 +767.05,758.0406,-0.005320961,531.72205,880000.0,1655.0,55000.0,,274880.0,0.00044465472,0.4,3.4189386 +799.21,758.5032,-0.020292139,531.6607,890000.0,1674.0,55625.0,,278080.0,0.00044319552,0.4,3.4189386 +805.24,759.02246,-0.017097069,531.9149,900000.0,1692.0,56250.0,,281120.0,0.00044180927,0.4,3.2895346 +764.8,759.08594,-0.0138114765,531.8527,910000.0,1711.0,56875.0,,284320.0,0.0004403501,0.4,3.4055393 +774.75,759.2562,-0.004531341,531.79193,920000.0,1730.0,57500.0,,287360.0,0.00043896385,0.4,3.1014662 +776.02,759.43646,-0.0084898835,531.7324,930000.0,1749.0,58125.0,,290560.0,0.00043750464,0.4,3.4189386 +754.61,759.38513,0.011120903,531.9751,940000.0,1767.0,58750.0,,293600.0,0.0004361184,0.4,2.8909264 +758.69,759.3778,-0.01619663,531.61725,950000.0,1787.0,59375.0,,296800.0,0.0004346592,0.4,3.2673743 +739.55,759.1713,-0.018472036,531.56146,960000.0,1806.0,60000.0,,300000.0,0.0004332,0.4,3.4189386 +743.72,759.012,-0.008322535,531.7982,970000.0,1824.0,60625.0,,303040.0,0.00043181377,0.4,3.4111905 +754.33,758.96423,-0.020119458,531.7417,980000.0,1843.0,61250.0,,306240.0,0.00043035456,0.4,3.4189386 +797.35,759.3519,-0.018542396,531.68634,990000.0,1862.0,61875.0,,309280.0,0.0004289683,0.4,3.4189386 +852.77,760.2862,-0.020974763,531.9149,1000000.0,1880.0,62500.0,,312480.0,0.00042750913,0.4,3.4189386 +855.17,768.6203,-0.009132887,532.1391,1010000.0,1898.0,63125.0,,315520.0,0.0004261229,0.4,3.31251 +898.4,777.0759,-0.017967112,531.80396,1020000.0,1918.0,63750.0,,318720.0,0.00042466368,0.4,3.4189386 +911.33,784.8674,-0.011846873,532.0248,1030000.0,1936.0,64375.0,,321760.0,0.00042327744,0.4,3.3121288 +911.23,793.214,-0.0007985049,531.9693,1040000.0,1955.0,65000.0,,324960.0,0.00042181823,0.4,3.4046972 +919.66,801.65,0.016780589,532.1845,1050000.0,1973.0,65625.0,,328000.0,0.000420432,0.4,3.157919 +921.74,809.4327,-0.008888169,531.8615,1060000.0,1993.0,66250.0,,331200.0,0.0004189728,0.4,3.4189386 +918.32,816.8335,-0.0106055215,532.0736,1070000.0,2011.0,66875.0,,334240.0,0.00041758656,0.4,3.1626406 +918.32,823.9721,-0.0018238798,532.0197,1080000.0,2030.0,67500.0,,337440.0,0.00041612735,0.4,3.2427025 +930.53,830.7748,-0.018209672,531.9668,1090000.0,2049.0,68125.0,,340480.0,0.0004147411,0.4,3.3570478 +944.3,837.20013,-0.0136879375,532.17224,1100000.0,2067.0,68750.0,,343680.0,0.00041328193,0.4,3.4189386 +953.9,843.1922,-0.019898033,532.1189,1110000.0,2086.0,69375.0,,346720.0,0.0004118957,0.4,3.4165587 +970.42,848.5443,-0.013728675,532.0665,1120000.0,2105.0,70000.0,,349920.0,0.00041043648,0.4,3.4189386 +977.01,853.5095,0.017754102,532.0151,1130000.0,2124.0,70625.0,,353120.0,0.00040897727,0.4,3.3353758 +989.76,857.9197,-0.019662185,532.2129,1140000.0,2142.0,71250.0,,356160.0,0.00040759103,0.4,3.3308766 +996.58,861.4897,0.007011749,532.161,1150000.0,2161.0,71875.0,,359360.0,0.00040613185,0.4,3.4189386 +968.66,864.33984,-0.017568583,532.1101,1160000.0,2180.0,72500.0,,362400.0,0.0004047456,0.4,3.4189386 +960.3,866.68726,-0.015631774,532.30206,1170000.0,2198.0,73125.0,,365600.0,0.0004032864,0.4,3.4189386 +950.55,868.83734,-0.018326165,532.2508,1180000.0,2217.0,73750.0,,368640.0,0.00040190015,0.4,3.4189386 +950.55,870.8917,-0.009650162,532.2004,1190000.0,2236.0,74375.0,,371840.0,0.00040044097,0.4,3.4189386 +950.55,872.7492,-0.010000908,532.15076,1200000.0,2255.0,75000.0,,374880.0,0.00039905473,0.4,3.1235805 +950.55,874.26697,-0.0131030325,532.3361,1210000.0,2273.0,75625.0,,378080.0,0.00039759552,0.4,3.4040728 +950.55,875.90826,-0.0049294904,532.2862,1220000.0,2292.0,76250.0,,381120.0,0.00039620927,0.4,3.2846558 +948.63,877.2263,-0.0067137913,532.2371,1230000.0,2311.0,76875.0,,384320.0,0.00039475007,0.4,3.070671 +938.93,878.4355,-0.013349138,532.41736,1240000.0,2329.0,77500.0,,387360.0,0.00039336385,0.4,3.4189386 +967.32,880.0657,-0.01553907,532.368,1250000.0,2348.0,78125.0,,390560.0,0.00039190464,0.4,3.3899896 +969.64,881.23224,-0.027545178,532.3194,1260000.0,2367.0,78750.0,,393600.0,0.0003905184,0.4,3.4189386 +978.0,882.992,-0.021584561,532.2716,1270000.0,2386.0,79375.0,,396800.0,0.0003890592,0.4,3.4189386 +987.75,884.9701,-0.009228438,532.22455,1280000.0,2405.0,80000.0,,400000.0,0.0003876,0.4,3.4189386 +987.75,886.98016,-0.016945403,532.3978,1290000.0,2423.0,80625.0,,403040.0,0.00038621377,0.4,3.4189386 +983.9,888.64764,-0.014913472,532.1326,1300000.0,2443.0,81250.0,,406240.0,0.00038475456,0.4,3.3511715 +983.9,890.2759,-0.02144332,532.30396,1310000.0,2461.0,81875.0,,409280.0,0.00038336831,0.4,3.3995295 +974.52,891.81024,-0.012206826,532.25806,1320000.0,2480.0,82500.0,,412480.0,0.0003819091,0.4,3.4189386 +984.22,893.1016,-0.017239103,532.2129,1330000.0,2499.0,83125.0,,415520.0,0.0003805229,0.4,3.4189386 +984.22,894.2258,0.0043749213,532.1684,1340000.0,2518.0,83750.0,,418720.0,0.00037906368,0.4,3.345962 +984.22,895.1532,-0.020987606,532.3344,1350000.0,2536.0,84375.0,,421760.0,0.00037767744,0.4,3.4189386 +984.85,895.6703,-0.015423492,532.2896,1360000.0,2555.0,85000.0,,424960.0,0.00037621823,0.4,3.4189386 +966.1,896.20233,-0.025749136,532.24554,1370000.0,2574.0,85625.0,,428000.0,0.000374832,0.4,3.4189386 +966.1,896.50604,-0.009722982,532.4074,1380000.0,2592.0,86250.0,,431200.0,0.0003733728,0.4,3.4189386 +941.94,896.44495,-0.011174982,532.3631,1390000.0,2611.0,86875.0,,434240.0,0.00037198656,0.4,3.4189386 +941.94,896.29016,-0.004500674,532.11707,1400000.0,2631.0,87500.0,,437440.0,0.00037052736,0.4,3.4189386 +941.88,896.17554,-0.007066831,532.47736,1410000.0,2648.0,88125.0,,440480.0,0.0003691411,0.4,3.1419847 +926.4,895.90607,-0.0048308773,532.2339,1420000.0,2668.0,88750.0,,443680.0,0.00036768193,0.4,3.0572886 +873.57,895.10846,0.009629092,532.3902,1430000.0,2686.0,89375.0,,446720.0,0.0003662957,0.4,3.1004806 +863.61,894.1116,-0.01211201,532.15076,1440000.0,2706.0,90000.0,,449920.0,0.00036483648,0.4,3.2441225 +849.95,892.978,-0.0020953387,532.1101,1450000.0,2725.0,90625.0,,453120.0,0.00036337727,0.4,3.3160503 +852.86,891.80853,0.061231326,532.2639,1460000.0,2743.0,91250.0,,456160.0,0.00036199103,0.4,2.840529 +855.07,890.63275,0.004080811,532.0304,1470000.0,2763.0,91875.0,,459360.0,0.00036053185,0.4,2.9329886 +859.8,889.49493,0.0051117004,532.3741,1480000.0,2780.0,92500.0,,462400.0,0.0003591456,0.4,3.2166235 +854.0,888.2991,0.006437555,532.33295,1490000.0,2799.0,93125.0,,465600.0,0.0003576864,0.4,2.9050298 +871.12,887.5478,-0.015269101,532.2924,1500000.0,2818.0,93750.0,,468640.0,0.00035630015,0.4,3.4189386 +880.84,887.0252,-0.017410362,532.2524,1510000.0,2837.0,94375.0,,471840.0,0.00035484097,0.4,3.3991 +888.0,886.729,-0.01690255,532.2129,1520000.0,2856.0,95000.0,,474880.0,0.00035345473,0.4,3.4189386 +931.08,886.9093,-0.021345744,532.1739,1530000.0,2875.0,95625.0,,478080.0,0.00035199552,0.4,3.4189386 +930.75,888.84033,-0.008258811,532.13544,1540000.0,2894.0,96250.0,,481120.0,0.00035060928,0.4,3.4189386 +852.49,890.3479,-0.01926706,532.0975,1550000.0,2913.0,96875.0,,484320.0,0.00034915007,0.4,3.4189386 +857.69,891.9073,-0.016240763,532.2416,1560000.0,2931.0,97500.0,,487360.0,0.00034776385,0.4,3.403976 +857.69,893.2351,0.04305338,532.20337,1570000.0,2950.0,98125.0,,490560.0,0.00034630465,0.4,2.7805343 +863.1,894.5492,-0.035553165,532.1657,1580000.0,2969.0,98750.0,,493600.0,0.0003449184,0.4,2.9478223 +863.1,895.7319,-0.011225939,532.12854,1590000.0,2988.0,99375.0,,496800.0,0.0003434592,0.4,3.3698378 +863.1,896.8342,-0.0048085465,532.0918,1600000.0,3007.0,100000.0,,500000.0,0.000342,0.4,3.3227663 +856.76,897.8275,-0.008956949,532.05554,1610000.0,3026.0,100625.0,,503040.0,0.00034061377,0.4,3.2498322 +856.76,898.2964,-0.012656401,532.19446,1620000.0,3044.0,101250.0,,506240.0,0.00033915456,0.4,3.2982228 +869.41,898.2988,-0.031600725,532.158,1630000.0,3063.0,101875.0,,509280.0,0.00033776832,0.4,3.2855337 +921.79,898.12866,-0.022640705,531.9494,1640000.0,3083.0,102500.0,,512480.0,0.0003363091,0.4,3.34864 +914.4,897.36163,-0.014660035,532.25806,1650000.0,3100.0,103125.0,,515520.0,0.0003349229,0.4,3.3466487 +905.87,896.5094,-0.030695692,532.22186,1660000.0,3119.0,103750.0,,518720.0,0.0003334637,0.4,3.2979507 +906.26,895.6654,-0.0006708142,532.1861,1670000.0,3138.0,104375.0,,521760.0,0.00033207744,0.4,3.2557821 +900.42,894.76306,-0.02228085,532.15076,1680000.0,3157.0,105000.0,,524960.0,0.00033061823,0.4,3.2794247 +889.21,893.74854,-0.031517297,532.28345,1690000.0,3175.0,105625.0,,528000.0,0.000329232,0.4,3.2761698 +887.16,892.7135,-0.01578056,532.248,1700000.0,3194.0,106250.0,,531200.0,0.0003277728,0.4,3.3990731 +897.38,891.78076,-0.0019116391,532.2129,1710000.0,3213.0,106875.0,,534240.0,0.00032638657,0.4,3.299354 +912.91,891.0789,0.0251788,532.1782,1720000.0,3232.0,107500.0,,537440.0,0.00032492736,0.4,3.0093355 +935.77,890.63763,0.029878695,532.3077,1730000.0,3250.0,108125.0,,540480.0,0.0003235411,0.4,2.9869928 +952.07,890.42303,0.0018713222,532.1101,1740000.0,3270.0,108750.0,,543680.0,0.00032208193,0.4,3.3557563 +940.21,890.08984,-0.016676683,532.23846,1750000.0,3288.0,109375.0,,546720.0,0.0003206957,0.4,3.3789256 +947.94,889.94556,0.020320168,532.2044,1760000.0,3307.0,110000.0,,549920.0,0.00031923648,0.4,3.2503912 +947.94,889.8013,0.023057437,532.1708,1770000.0,3326.0,110625.0,,553120.0,0.00031777727,0.4,2.8342495 +934.88,889.67236,-0.013240734,532.1375,1780000.0,3345.0,111250.0,,556160.0,0.00031639103,0.4,3.194488 +947.34,890.1663,0.0076824003,532.2629,1790000.0,3363.0,111875.0,,559360.0,0.00031493185,0.4,3.167581 +947.34,891.5115,-0.008518062,532.22943,1800000.0,3382.0,112500.0,,562400.0,0.0003135456,0.4,3.0289185 +954.51,893.1231,-0.0053210403,532.1964,1810000.0,3401.0,113125.0,,565600.0,0.0003120864,0.4,3.2275763 +948.16,894.9868,-0.009017058,532.3194,1820000.0,3419.0,113750.0,,568640.0,0.00031070015,0.4,3.3701537 +946.06,897.1049,-0.018855179,532.2862,1830000.0,3438.0,114375.0,,571840.0,0.00030924095,0.4,3.4189386 +965.71,899.7918,0.016764592,532.2534,1840000.0,3457.0,115000.0,,574880.0,0.00030785473,0.4,3.3412354 +968.08,902.6649,0.013665954,532.22095,1850000.0,3476.0,115625.0,,578080.0,0.00030639552,0.4,3.373959 +968.08,905.40967,0.0034683545,532.3412,1860000.0,3494.0,116250.0,,581120.0,0.00030500928,0.4,3.4189386 +968.08,907.86993,0.010375298,532.3086,1870000.0,3513.0,116875.0,,584320.0,0.00030355007,0.4,3.2640362 +977.57,909.97516,0.01702557,532.2763,1880000.0,3532.0,117500.0,,587360.0,0.00030216383,0.4,3.2794423 +979.87,911.78174,0.028238798,532.24445,1890000.0,3551.0,118125.0,,590560.0,0.00030070465,0.4,3.3679357 +979.87,913.5281,-0.012142128,532.362,1900000.0,3569.0,118750.0,,593600.0,0.0002993184,0.4,3.4189386 +979.87,915.6788,-0.014375202,532.33,1910000.0,3588.0,119375.0,,596800.0,0.0002978592,0.4,3.3786077 +986.22,917.79333,-0.010512072,532.15076,1920000.0,3608.0,120000.0,,600000.0,0.0002964,0.4,3.3799858 +986.22,919.8954,-0.00059162,532.26697,1930000.0,3626.0,120625.0,,603040.0,0.00029501377,0.4,3.335195 +988.32,922.2325,-0.02619882,532.23596,1940000.0,3645.0,121250.0,,606240.0,0.00029355456,0.4,3.3167477 +990.59,924.55164,-0.012293219,532.20526,1950000.0,3664.0,121875.0,,609280.0,0.00029216832,0.4,3.2778552 +990.59,927.06213,0.0038220354,532.17487,1960000.0,3683.0,122500.0,,612480.0,0.0002907091,0.4,3.1170442 +965.52,929.2801,-0.0057717673,532.2886,1970000.0,3701.0,123125.0,,615520.0,0.00028932287,0.4,3.305192 +965.29,931.3897,-0.014988481,532.25806,1980000.0,3720.0,123750.0,,618720.0,0.0002878637,0.4,3.3506866 +965.29,933.069,0.030400906,532.37024,1990000.0,3738.0,124375.0,,621760.0,0.00028647744,0.4,3.045427 +965.29,934.1942,0.014693354,532.33966,2000000.0,3757.0,125000.0,,624960.0,0.00028501824,0.4,3.4189386 +965.29,935.2953,0.02383564,532.3093,2010000.0,3776.0,125625.0,,628000.0,0.000283632,0.4,3.312873 +965.29,935.9643,-0.011567205,532.2793,2020000.0,3795.0,126250.0,,631200.0,0.0002821728,0.4,3.4189386 +965.29,936.5039,-0.013592029,532.3892,2030000.0,3813.0,126875.0,,634240.0,0.00028078657,0.4,3.4189386 +965.29,937.04443,0.007876713,532.3591,2040000.0,3832.0,127500.0,,637440.0,0.00027932736,0.4,3.329434 +950.2,937.3499,-0.021996573,532.3293,2050000.0,3851.0,128125.0,,640480.0,0.00027794112,0.4,3.1314008 +951.83,937.65076,0.0020391012,532.29974,2060000.0,3870.0,128750.0,,643680.0,0.0002764819,0.4,3.2494307 +984.91,938.31665,-0.010118558,532.4074,2070000.0,3888.0,129375.0,,646720.0,0.0002750957,0.4,3.3277657 +977.41,938.9075,-0.024087777,532.3778,2080000.0,3907.0,130000.0,,649920.0,0.00027363648,0.4,3.4189386 +977.41,939.3762,-0.024550622,532.2129,2090000.0,3927.0,130625.0,,653120.0,0.00027217728,0.4,3.4189386 +974.79,939.68115,-0.0190895,532.45435,2100000.0,3944.0,131250.0,,656160.0,0.00027079103,0.4,3.4189386 +974.79,939.89014,-0.009692799,532.2906,2110000.0,3964.0,131875.0,,659360.0,0.00026933185,0.4,3.3353379 +974.79,939.93384,-0.0033502597,532.2621,2120000.0,3983.0,132500.0,,662400.0,0.0002679456,0.4,3.4189386 +974.79,939.9116,-0.004217626,532.3669,2130000.0,4001.0,133125.0,,665600.0,0.0002664864,0.4,3.4189386 +981.04,939.82446,-0.018796628,532.3383,2140000.0,4020.0,133750.0,,668640.0,0.00026510016,0.4,3.4189386 +989.88,939.7575,0.0013999789,532.31,2150000.0,4039.0,134375.0,,671840.0,0.00026364095,0.4,3.2420611 +986.78,939.9387,-0.020759089,532.4131,2160000.0,4057.0,135000.0,,674880.0,0.00026225473,0.4,3.4189386 +971.88,940.0545,-0.022236906,532.2541,2170000.0,4077.0,135625.0,,678080.0,0.00026079552,0.4,3.4189386 +979.38,940.3429,-0.017693778,532.3565,2180000.0,4095.0,136250.0,,681120.0,0.00025940928,0.4,3.4189386 +975.39,940.59125,-0.0121648535,532.3286,2190000.0,4114.0,136875.0,,684320.0,0.00025795007,0.4,3.4189386 +969.01,940.7759,-0.015262193,532.4298,2200000.0,4132.0,137500.0,,687360.0,0.00025656383,0.4,3.4189386 +957.75,940.84784,-0.018185807,532.40186,2210000.0,4151.0,138125.0,,690560.0,0.00025510465,0.4,3.4189386 +949.58,940.8381,-0.016459068,532.3741,2220000.0,4170.0,138750.0,,693600.0,0.0002537184,0.4,3.4189386 +949.58,940.8476,-0.011440705,532.3466,2230000.0,4189.0,139375.0,,696800.0,0.0002522592,0.4,3.4189386 +945.06,940.90894,-0.01400425,532.3194,2240000.0,4208.0,140000.0,,700000.0,0.0002508,0.4,3.4189386 +945.06,940.68634,-0.014841295,532.2924,2250000.0,4227.0,140625.0,,703040.0,0.00024941377,0.4,3.4189386 +952.02,940.51013,-0.010972783,532.2657,2260000.0,4246.0,141250.0,,706240.0,0.00024795457,0.4,3.4189386 +939.36,940.12384,-0.014594278,532.36395,2270000.0,4264.0,141875.0,,709280.0,0.00024656832,0.4,3.4189386 +939.36,939.63983,0.030741377,532.33716,2280000.0,4283.0,142500.0,,712480.0,0.0002451091,0.4,3.4189386 +948.09,939.2433,0.025220264,532.31055,2290000.0,4302.0,143125.0,,715520.0,0.00024372288,0.4,3.4189386 +954.49,938.94916,0.036212686,532.2842,2300000.0,4321.0,143750.0,,718720.0,0.00024226368,0.4,3.1006823 +891.33,938.02344,-0.03351404,532.38074,2310000.0,4339.0,144375.0,,721760.0,0.00024087745,0.4,3.4189386 +878.75,937.0657,0.023806583,532.3543,2320000.0,4358.0,145000.0,,724960.0,0.00023941824,0.4,2.6922593 +883.27,936.0563,-0.002364089,532.32806,2330000.0,4377.0,145625.0,,728000.0,0.000238032,0.4,3.4189386 +883.27,935.0467,0.011070771,532.30206,2340000.0,4396.0,146250.0,,731200.0,0.0002365728,0.4,3.1387494 +883.27,934.0373,-0.0051144524,532.3969,2350000.0,4414.0,146875.0,,734240.0,0.00023518656,0.4,3.3615403 +906.97,933.25854,0.0017670881,532.2508,2360000.0,4434.0,147500.0,,737440.0,0.00023372736,0.4,3.3326416 +906.97,932.6672,0.006823568,532.4646,2370000.0,4451.0,148125.0,,740480.0,0.00023234112,0.4,2.8545923 +911.23,932.11835,-0.009950432,532.4385,2380000.0,4470.0,148750.0,,743680.0,0.00023088192,0.4,3.0977156 +916.09,931.8599,-0.014439789,532.41254,2390000.0,4489.0,149375.0,,746720.0,0.00022949568,0.4,3.3937583 +928.25,931.72296,-0.0164647,532.38684,2400000.0,4508.0,150000.0,,749920.0,0.00022803649,0.4,3.3581145 +982.64,932.1306,-0.0066440306,532.3614,2410000.0,4527.0,150625.0,,753120.0,0.00022657728,0.4,3.1633756 +1000.0,932.86664,-0.014785121,532.3361,2420000.0,4546.0,151250.0,,756160.0,0.00022519103,0.4,3.2832332 +1000.0,934.1309,-0.011012048,532.19446,2430000.0,4566.0,151875.0,,759360.0,0.00022373184,0.4,3.3815508 +1000.0,935.4949,-0.021065343,532.40234,2440000.0,4583.0,152500.0,,762400.0,0.0002223456,0.4,3.3521533 +997.72,936.9725,0.013323954,532.3772,2450000.0,4602.0,153125.0,,765600.0,0.0002208864,0.4,3.4189386 +985.82,938.3021,-0.013305019,532.3523,2460000.0,4621.0,153750.0,,768640.0,0.00021950016,0.4,3.4189386 +962.72,939.37854,-0.022120873,532.3276,2470000.0,4640.0,154375.0,,771840.0,0.00021804096,0.4,3.4189386 +956.65,940.34705,-0.013434644,532.41736,2480000.0,4658.0,155000.0,,774880.0,0.00021665472,0.4,3.3285937 +940.38,941.2109,-0.027720366,532.27875,2490000.0,4678.0,155625.0,,778080.0,0.00021519553,0.4,3.318388 +845.76,940.9573,-0.015394426,532.368,2500000.0,4696.0,156250.0,,781120.0,0.00021380928,0.4,3.3730423 +697.07,939.1195,0.05880117,532.34357,2510000.0,4715.0,156875.0,,784320.0,0.00021235007,0.4,3.278726 +679.41,937.0337,0.03328633,532.4319,2520000.0,4733.0,157500.0,,787360.0,0.00021096384,0.4,3.03863 +574.0,933.4628,0.03634556,532.2954,2530000.0,4753.0,158125.0,,790560.0,0.00020950464,0.4,3.3606615 +466.25,928.8178,0.023737295,532.3831,2540000.0,4771.0,158750.0,,793600.0,0.0002081184,0.4,3.1859026 +491.82,925.2112,-0.014311901,532.3591,2550000.0,4790.0,159375.0,,796800.0,0.0002066592,0.4,3.2593305 +509.93,921.7336,0.008470282,532.3352,2560000.0,4809.0,160000.0,,800000.0,0.0002052,0.4,3.0440726 +550.15,918.6582,-0.016179068,532.3115,2570000.0,4828.0,160625.0,,803040.0,0.00020381376,0.4,3.3651056 +598.7,916.01416,-0.0010535257,532.288,2580000.0,4847.0,161250.0,,806240.0,0.00020235455,0.4,2.8758683 +608.65,913.46967,0.004130868,532.3741,2590000.0,4865.0,161875.0,,809280.0,0.00020096832,0.4,3.1784878 +682.49,911.6636,-0.021317486,532.3505,2600000.0,4884.0,162500.0,,812480.0,0.00019950912,0.4,3.4179807 +744.48,910.54083,-0.003928689,532.4357,2610000.0,4902.0,163125.0,,815520.0,0.00019812289,0.4,3.1945746 +804.69,910.0201,-0.0034057826,532.4121,2620000.0,4921.0,163750.0,,818720.0,0.00019666368,0.4,2.9979467 +880.87,910.1346,0.005759055,532.3887,2630000.0,4940.0,164375.0,,821760.0,0.00019527743,0.4,3.245513 +895.51,909.8718,-0.011787588,532.3654,2640000.0,4959.0,165000.0,,824960.0,0.00019381824,0.4,3.4189386 +925.71,909.9849,-0.0055787098,532.4493,2650000.0,4977.0,165625.0,,828000.0,0.000192432,0.4,2.5248117 +955.4,910.4803,-0.018601213,532.42596,2660000.0,4996.0,166250.0,,831200.0,0.0001909728,0.4,2.9073625 +988.09,911.2986,-0.0065899715,532.4028,2670000.0,5015.0,166875.0,,834240.0,0.00018958656,0.4,3.1538436 +1000.0,912.29456,-0.0036009734,532.3798,2680000.0,5034.0,167500.0,,837440.0,0.00018812736,0.4,2.6589823 +1000.0,913.40234,-0.021552963,532.4624,2690000.0,5052.0,168125.0,,840480.0,0.00018674112,0.4,2.974276 +992.26,914.45337,-0.029127304,532.3344,2700000.0,5072.0,168750.0,,843680.0,0.00018528193,0.4,2.779417 +976.14,915.24084,0.016274447,532.4165,2710000.0,5090.0,169375.0,,846720.0,0.00018389568,0.4,2.0711465 +965.09,915.76276,0.031916928,532.3938,2720000.0,5109.0,170000.0,,849920.0,0.00018243647,0.4,1.4602659 +945.23,915.85736,-0.028071051,532.3713,2730000.0,5128.0,170625.0,,853120.0,0.00018097728,0.4,1.839899 +812.84,914.4651,-0.025186261,532.34894,2740000.0,5147.0,171250.0,,856160.0,0.00017959104,0.4,2.1220238 +803.31,913.096,0.0042968374,532.4298,2750000.0,5165.0,171875.0,,859360.0,0.00017813184,0.4,0.9048161 +802.75,911.64417,0.07953965,532.4074,2760000.0,5184.0,172500.0,,862400.0,0.0001767456,0.4,1.063662 +802.75,910.1922,0.015856517,532.3852,2770000.0,5203.0,173125.0,,865600.0,0.0001752864,0.4,0.87575525 +802.75,908.8709,-0.03144629,532.465,2780000.0,5221.0,173750.0,,868640.0,0.00017390016,0.4,1.2579477 +820.04,907.5979,-0.008389491,532.44275,2790000.0,5240.0,174375.0,,871840.0,0.00017244097,0.4,0.96348 +825.2,906.37646,0.03737281,532.4206,2800000.0,5259.0,175000.0,,874880.0,0.00017105472,0.4,1.9048157 +824.29,905.0743,0.73245394,532.3986,2810000.0,5278.0,175625.0,,878080.0,0.00016959551,0.4,0.89364785 +879.67,904.38947,0.0011104777,532.47736,2820000.0,5296.0,176250.0,,881120.0,0.00016820928,0.4,0.45430124 +906.79,903.9967,0.009931578,532.4553,2830000.0,5315.0,176875.0,,884320.0,0.00016675008,0.4,1.3406211 +964.65,903.9861,0.017065432,532.4335,2840000.0,5334.0,177500.0,,887360.0,0.00016536385,0.4,1.0392566 +974.18,904.0471,0.032053266,532.41174,2850000.0,5353.0,178125.0,,890560.0,0.00016390464,0.4,0.74379253 +974.18,904.10803,-0.007555183,532.4893,2860000.0,5371.0,178750.0,,893600.0,0.0001625184,0.4,1.0484524 +974.74,904.1747,0.0043923217,532.3688,2870000.0,5391.0,179375.0,,896800.0,0.0001610592,0.4,1.376054 +974.74,904.1464,0.02605375,532.34753,2880000.0,5410.0,180000.0,,900000.0,0.0001596,0.4,0.63578373 +975.51,904.1028,0.011831532,532.42444,2890000.0,5428.0,180625.0,,903040.0,0.00015821376,0.4,1.1436174 +980.39,904.10803,-0.011309332,532.40314,2900000.0,5447.0,181250.0,,906240.0,0.00015675456,0.4,1.238215 +997.6,904.28534,-0.0020816869,532.382,2910000.0,5466.0,181875.0,,909280.0,0.00015536833,0.4,1.2332253 +962.05,904.0436,-0.01805266,532.36096,2920000.0,5485.0,182500.0,,912480.0,0.00015390912,0.4,1.1441255 +938.89,903.57025,-0.007245558,532.4368,2930000.0,5503.0,183125.0,,915520.0,0.00015252289,0.4,1.8656261 +856.47,902.2518,-0.03694344,532.3194,2940000.0,5523.0,183750.0,,918720.0,0.00015106368,0.4,1.9569604 +249.07,894.83655,-0.010538786,532.3949,2950000.0,5541.0,184375.0,,921760.0,0.00014967743,0.4,0.96327966 +212.86,887.0593,0.023294693,532.3741,2960000.0,5560.0,185000.0,,924960.0,0.00014821824,0.4,0.9097451 +179.78,879.20197,-0.0030702117,532.35345,2970000.0,5579.0,185625.0,,928000.0,0.000146832,0.4,1.1393995 +187.4,871.423,-0.010026685,532.33295,2980000.0,5598.0,186250.0,,931200.0,0.0001453728,0.4,0.46886688 +69.14,862.4615,-0.010183221,532.4074,2990000.0,5616.0,186875.0,,934240.0,0.00014398656,0.4,0.7674178 +96.67,853.7752,-0.0042238976,532.38684,3000000.0,5635.0,187500.0,,937440.0,0.00014252737,0.4,1.3183292 +160.95,845.73193,0.023041885,532.36646,3010000.0,5654.0,188125.0,,940480.0,0.00014114112,0.4,1.3333434 +187.9,837.95807,0.0030306035,532.3462,3020000.0,5673.0,188750.0,,943680.0,0.00013968191,0.4,0.53562963 +138.07,829.6858,-0.001365294,532.4196,3030000.0,5691.0,189375.0,,946720.0,0.00013829568,0.4,0.7995672 +164.81,821.681,0.022040976,532.3061,3040000.0,5711.0,190000.0,,949920.0,0.00013683648,0.4,0.43594366 +181.3,813.99194,0.045249436,532.2862,3050000.0,5730.0,190625.0,,953120.0,0.00013537728,0.4,0.6668424 +248.32,806.95685,0.004982977,532.3591,3060000.0,5748.0,191250.0,,956160.0,0.00013399104,0.4,1.0564787 +299.77,800.10547,-0.02235999,532.3392,3070000.0,5767.0,191875.0,,959360.0,0.00013253184,0.4,1.2164435 +366.78,793.9992,-0.018401602,532.3194,3080000.0,5786.0,192500.0,,962400.0,0.0001311456,0.4,0.39364666 +355.92,787.78436,-0.011086699,532.3915,3090000.0,5804.0,193125.0,,965600.0,0.0001296864,0.4,0.50012565 +339.14,781.4279,0.03424054,532.37164,3100000.0,5823.0,193750.0,,968640.0,0.00012830016,0.4,1.0381019 +369.19,775.3719,0.03481919,532.3519,3110000.0,5842.0,194375.0,,971840.0,0.00012684095,0.4,0.5929068 +382.78,769.4517,0.024455953,532.4232,3120000.0,5860.0,195000.0,,974880.0,0.00012545472,0.4,0.98636013 +437.72,764.081,0.007945431,532.40344,3130000.0,5879.0,195625.0,,978080.0,0.00012399552,0.4,0.8934915 +503.38,759.30444,0.0068838173,532.38385,3140000.0,5898.0,196250.0,,981120.0,0.00012260929,0.4,0.6699988 +546.54,754.8711,0.008867093,532.3644,3150000.0,5917.0,196875.0,,984320.0,0.00012115008,0.4,0.5542417 +530.69,750.31006,0.008335157,532.4347,3160000.0,5935.0,197500.0,,987360.0,0.00011976384,0.4,1.3782923 +563.0,746.2213,0.032404333,532.41516,3170000.0,5954.0,198125.0,,990560.0,0.00011830464,0.4,1.5340037 +563.56,742.06305,0.0017463949,532.39575,3180000.0,5973.0,198750.0,,993600.0,0.0001169184,0.4,1.1833386 +629.86,738.6078,-0.029803252,532.3765,3190000.0,5992.0,199375.0,,996800.0,0.0001154592,0.4,0.8364805 +642.85,735.34625,-0.009264915,532.35736,3200000.0,6011.0,200000.0,,1000000.0,0.000114,0.4,1.3609742 +686.78,732.63654,0.032166757,532.4266,3210000.0,6029.0,200625.0,,1003040.0,0.00011261376,0.4,0.6607288 +727.74,730.41815,0.022537967,532.3194,3220000.0,6049.0,201250.0,,1006240.0,0.00011115456,0.4,0.94993365 +743.05,728.3528,-0.0042713224,532.3883,3230000.0,6067.0,201875.0,,1009280.0,0.00010976832,0.4,1.0942582 +812.18,727.02405,-0.04736541,532.3694,3240000.0,6086.0,202500.0,,1012480.0,0.00010830912,0.4,2.9435604 +802.15,725.59485,0.015292804,532.3505,3250000.0,6105.0,203125.0,,1015520.0,0.00010692288,0.4,1.4393406 +857.05,724.64514,-0.026432127,532.3318,3260000.0,6124.0,203750.0,,1018720.0,0.00010546368,0.4,0.9158342 +861.4,723.86554,0.009254119,532.39984,3270000.0,6142.0,204375.0,,1021760.0,0.00010407744,0.4,0.52026606 +868.05,723.15234,0.02559248,532.3811,3280000.0,6161.0,205000.0,,1024960.0,0.00010261824,0.4,0.06180133 +876.08,722.43225,-0.027586535,532.3625,3290000.0,6180.0,205625.0,,1028000.0,0.000101232,0.4,1.1559701 +887.71,721.7645,0.014593738,532.34393,3300000.0,6199.0,206250.0,,1031200.0,9.97728e-05,0.4,0.62215036 +897.16,721.8228,0.023133358,532.41113,3310000.0,6217.0,206875.0,,1034240.0,9.838656e-05,0.4,0.25383103 +914.41,722.17944,0.034423396,532.3072,3320000.0,6237.0,207500.0,,1037440.0,9.692736e-05,0.4,0.3423652 +924.2,722.58875,0.034683,532.4592,3330000.0,6254.0,208125.0,,1040480.0,9.554112e-05,0.4,0.23312342 +957.96,723.3357,-0.0016603777,532.4406,3340000.0,6273.0,208750.0,,1043680.0,9.408192e-05,0.4,0.09972586 +993.22,724.43524,-0.0053404323,532.4221,3350000.0,6292.0,209375.0,,1046720.0,9.269568e-05,0.4,0.31159067 +993.22,725.2977,-0.007415147,532.40375,3360000.0,6311.0,210000.0,,1049920.0,9.123648e-05,0.4,0.7707852 +993.22,726.1602,0.007361994,532.3014,3370000.0,6331.0,210625.0,,1053120.0,8.977728e-05,0.4,0.6313051 +982.61,726.8739,0.0015383133,532.3673,3380000.0,6349.0,211250.0,,1056160.0,8.839104e-05,0.4,0.85161644 +964.45,727.35767,0.02008658,532.2657,3390000.0,6369.0,211875.0,,1059360.0,8.693184e-05,0.4,1.2784734 +883.64,726.9115,-0.00613261,532.4147,3400000.0,6386.0,212500.0,,1062400.0,8.55456e-05,0.4,2.1645207 +843.0,725.51514,-0.028664932,532.39655,3410000.0,6405.0,213125.0,,1065600.0,8.40864e-05,0.4,1.6588864 +838.66,723.90173,0.0055426294,532.3786,3420000.0,6424.0,213750.0,,1068640.0,8.270016e-05,0.4,0.8775017 +838.66,722.28827,0.015543446,532.3607,3430000.0,6443.0,214375.0,,1071840.0,8.124096e-05,0.4,0.873867 +831.76,720.6058,0.013714029,532.34296,3440000.0,6462.0,215000.0,,1074880.0,7.985472e-05,0.4,0.43073696 +819.58,718.8243,0.024658594,532.32526,3450000.0,6481.0,215625.0,,1078080.0,7.839552e-05,0.4,0.40159258 +811.59,717.0821,-0.0018187047,532.3896,3460000.0,6499.0,216250.0,,1081120.0,7.700928e-05,0.4,0.50764287 +836.06,715.81555,0.022522604,532.3719,3470000.0,6518.0,216875.0,,1084320.0,7.555008e-05,0.4,0.63618934 +855.69,714.8059,-0.001241557,532.3543,3480000.0,6537.0,217500.0,,1087360.0,7.416384e-05,0.4,0.14748895 +894.59,714.34814,-0.008347503,532.3368,3490000.0,6556.0,218125.0,,1090560.0,7.270464e-05,0.4,-0.23227023 +960.25,715.493,0.012656698,532.4004,3500000.0,6574.0,218750.0,,1093600.0,7.13184e-05,0.4,0.058360353 +968.59,718.2082,0.0084083155,532.3828,3510000.0,6593.0,219375.0,,1096800.0,6.98592e-05,0.4,-0.6374665 +972.93,721.14343,-0.005263042,532.2849,3520000.0,6613.0,220000.0,,1100000.0,6.84e-05,0.4,0.090408064 +973.98,725.1431,0.12491661,532.3481,3530000.0,6631.0,220625.0,,1103040.0,6.701376e-05,0.4,-0.23291938 +979.83,730.27893,0.017368197,532.3308,3540000.0,6650.0,221250.0,,1106240.0,6.555456e-05,0.4,-0.22838697 +992.01,735.28076,-0.012243134,532.3935,3550000.0,6668.0,221875.0,,1109280.0,6.416832e-05,0.4,0.057770595 +1000.0,740.1816,-0.017535334,532.29663,3560000.0,6688.0,222500.0,,1112480.0,6.270912e-05,0.4,-0.06046301 +1000.0,744.68005,0.011322811,532.3591,3570000.0,6706.0,223125.0,,1115520.0,6.132288e-05,0.4,-0.4186824 +1000.0,748.69305,-0.0047042645,532.342,3580000.0,6725.0,223750.0,,1118720.0,5.986368e-05,0.4,-0.19947106 +1000.0,752.60657,-0.003544172,532.325,3590000.0,6744.0,224375.0,,1121760.0,5.847744e-05,0.4,-0.3319129 +1000.0,755.78174,-0.028325377,532.30817,3600000.0,6763.0,225000.0,,1124960.0,5.701824e-05,0.4,0.02215821 +1000.0,758.33685,0.00167712,532.3699,3610000.0,6781.0,225625.0,,1128000.0,5.5632e-05,0.4,0.07076405 +1000.0,760.29,-0.018558871,532.35297,3620000.0,6800.0,226250.0,,1131200.0,5.41728e-05,0.4,-0.2051642 +1000.0,761.48126,0.0022196383,532.3361,3630000.0,6819.0,226875.0,,1134240.0,5.278656e-05,0.4,-0.41329268 +1000.0,762.5262,-0.010728443,532.3973,3640000.0,6837.0,227500.0,,1137440.0,5.132736e-05,0.4,0.10864726 +1000.0,763.26904,-0.020413758,532.45807,3650000.0,6855.0,228125.0,,1140480.0,4.994112e-05,0.4,-0.08080503 +1000.0,763.7151,-0.009639069,532.36365,3660000.0,6875.0,228750.0,,1143680.0,4.848192e-05,0.4,-0.078186706 +1000.0,763.8342,-0.029719425,532.4242,3670000.0,6893.0,229375.0,,1146720.0,4.709568e-05,0.4,0.038298592 +1000.0,763.8342,-0.021464817,532.4074,3680000.0,6912.0,230000.0,,1149920.0,4.563648e-05,0.4,-0.27635425 +1000.0,763.8342,-0.011162801,532.3139,3690000.0,6932.0,230625.0,,1153120.0,4.417728e-05,0.4,-0.12331187 +1000.0,763.91156,0.021150617,532.3741,3700000.0,6950.0,231250.0,,1156160.0,4.279104e-05,0.4,-0.19689763 +1000.0,764.15015,-0.004425598,532.3576,3710000.0,6969.0,231875.0,,1159360.0,4.133184e-05,0.4,-0.25385857 +1000.0,764.4994,-0.0251826,532.41736,3720000.0,6987.0,232500.0,,1162400.0,3.99456e-05,0.4,-0.11806874 +1000.0,765.04706,-0.023096234,532.3248,3730000.0,7007.0,233125.0,,1165600.0,3.84864e-05,0.4,-0.3852389 +1000.0,766.9186,-0.010183978,532.38434,3740000.0,7025.0,233750.0,,1168640.0,3.710016e-05,0.4,-0.64774954 +1000.0,768.8855,0.0369873,532.368,3750000.0,7044.0,234375.0,,1171840.0,3.564096e-05,0.4,-0.84304726 +1000.0,770.858,-0.022559447,532.3517,3760000.0,7063.0,235000.0,,1174880.0,3.425472e-05,0.4,-0.39684504 +1000.0,772.83044,0.008241115,532.3355,3770000.0,7082.0,235625.0,,1178080.0,3.279552e-05,0.4,-0.6781031 +1000.0,774.80304,-0.0007188555,532.39435,3780000.0,7100.0,236250.0,,1181120.0,3.140928e-05,0.4,-0.68119466 +1000.0,776.6026,0.0074699894,532.30334,3790000.0,7120.0,236875.0,,1184320.0,2.995008e-05,0.4,-0.63840145 +1000.0,778.35065,-0.008330313,532.362,3800000.0,7138.0,237500.0,,1187360.0,2.856384e-05,0.4,-1.0609667 +1000.0,780.10767,-0.017874401,532.34595,3810000.0,7157.0,238125.0,,1190560.0,2.710464e-05,0.4,-0.87807816 +1000.0,781.31104,-0.011540038,532.4042,3820000.0,7175.0,238750.0,,1193600.0,2.57184e-05,0.4,-1.131336 +1000.0,782.2431,0.0011724901,532.3141,3830000.0,7195.0,239375.0,,1196800.0,2.42592e-05,0.4,-0.98329735 +1000.0,782.5966,-0.017675176,532.2983,3840000.0,7214.0,240000.0,,1200000.0,2.28e-05,0.4,-0.86302507 +1000.0,782.85474,-0.002459167,532.3562,3850000.0,7232.0,240625.0,,1203040.0,2.141376e-05,0.4,-1.0210879 +1000.0,783.113,-0.018189235,532.26697,3860000.0,7252.0,241250.0,,1206240.0,1.995456e-05,0.4,-0.9730143 +1000.0,783.3656,-0.022869317,532.32465,3870000.0,7270.0,241875.0,,1209280.0,1.856832e-05,0.4,-0.98428667 +1000.0,783.6183,-0.019853136,532.30896,3880000.0,7289.0,242500.0,,1212480.0,1.710912e-05,0.4,-1.1308165 +1000.0,783.8631,-0.007619716,532.3662,3890000.0,7307.0,243125.0,,1215520.0,1.572288e-05,0.4,-1.2680353 +1000.0,784.0592,-0.0060861963,532.2779,3900000.0,7327.0,243750.0,,1218720.0,1.426368e-05,0.4,-1.5361012 +1000.0,784.0832,-0.008951397,532.3349,3910000.0,7345.0,244375.0,,1221760.0,1.287744e-05,0.4,-1.3943924 +1000.0,784.46265,-0.01360614,532.3194,3920000.0,7364.0,245000.0,,1224960.0,1.141824e-05,0.4,-1.3666553 +1000.0,785.07385,-0.014677554,532.30396,3930000.0,7383.0,245625.0,,1228000.0,1.0032e-05,0.4,-1.6164482 +1000.0,786.50903,-0.012446921,532.2886,3940000.0,7402.0,246250.0,,1231200.0,8.5728e-06,0.4,-1.5465833 +1000.0,794.01843,-0.021153687,532.34503,3950000.0,7420.0,246875.0,,1234240.0,7.18656e-06,0.4,-1.3089526 +1000.0,801.8898,-0.016106987,532.3296,3960000.0,7439.0,247500.0,,1237440.0,5.72736e-06,0.4,-1.4979147 +1000.0,810.09204,-0.005767299,532.3143,3970000.0,7458.0,248125.0,,1240480.0,4.34112e-06,0.4,-1.6396005 +1000.0,818.21796,-0.015501115,532.37024,3980000.0,7476.0,248750.0,,1243680.0,2.88192e-06,0.4,-1.5979418 +1000.0,827.5266,-0.024322527,532.3549,3990000.0,7495.0,249375.0,,1246720.0,1.49568e-06,0.4,-1.7012503 +1000.0,836.5598,-0.0024134296,532.0564,4000000.0,7518.0,250000.0,,1249920.0,3.648e-08,0.4,-1.359018 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_eval.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..3ff55e75d7f5457ae395b2be4aac3e5d793e094b --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_eval.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 836.559814453125, + "strength": 840.923828125, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 9.544567092234502e-07, + "training_efficiency": 3.0572389277949696e-06, + "stability": 0.99001544713974 + }, + "local": { + "mean_returns": [ + 21.75, + 52.84000015258789, + 132.19000244140625, + 76.55999755859375, + 76.05000305175781, + 143.47000122070312, + 178.24000549316406, + 204.47000122070312, + 250.27000427246094, + 301.75, + 354.70001220703125, + 435.2099914550781, + 480.489990234375, + 548.739990234375, + 639.5800170898438, + 683.6400146484375, + 725.5599975585938, + 735.530029296875, + 745.1199951171875, + 764.7999877929688, + 798.780029296875, + 786.4099731445312, + 816.8300170898438, + 818.02001953125, + 804.2999877929688, + 852.989990234375, + 802.02001953125, + 789.9400024414062, + 786.739990234375, + 817.1500244140625, + 821.0800170898438, + 821.0800170898438, + 855.0900268554688, + 871.7899780273438, + 891.489990234375, + 933.1300048828125, + 912.9099731445312, + 935.72998046875, + 948.0499877929688, + 957.4099731445312, + 953.3400268554688, + 953.3400268554688, + 953.3400268554688, + 963.2999877929688, + 963.2999877929688, + 969.8200073242188, + 972.6500244140625, + 973.5800170898438, + 973.5800170898438, + 946.239990234375, + 933.1099853515625, + 917.6199951171875, + 913.0499877929688, + 737.6500244140625, + 701.739990234375, + 701.739990234375, + 724.9099731445312, + 731.6900024414062, + 744.8300170898438, + 752.8699951171875, + 757.4400024414062, + 809.8599853515625, + 869.1599731445312, + 938.7999877929688, + 991.0999755859375, + 991.0999755859375, + 990.6599731445312, + 990.6599731445312, + 990.6599731445312, + 990.6599731445312, + 990.6599731445312, + 983.0900268554688, + 979.9000244140625, + 973.530029296875, + 973.530029296875, + 962.3699951171875, + 962.3699951171875, + 947.780029296875, + 897.9299926757812, + 812.8400268554688, + 793.3499755859375, + 761.7899780273438, + 734.239990234375, + 697.02001953125, + 680.760009765625, + 693.6099853515625, + 722.0499877929688, + 767.0499877929688, + 799.2100219726562, + 805.239990234375, + 764.7999877929688, + 774.75, + 776.02001953125, + 754.6099853515625, + 758.6900024414062, + 739.5499877929688, + 743.719970703125, + 754.3300170898438, + 797.3499755859375, + 852.77001953125, + 855.1699829101562, + 898.4000244140625, + 911.3300170898438, + 911.22998046875, + 919.6599731445312, + 921.739990234375, + 918.3200073242188, + 918.3200073242188, + 930.530029296875, + 944.2999877929688, + 953.9000244140625, + 970.4199829101562, + 977.010009765625, + 989.760009765625, + 996.5800170898438, + 968.6599731445312, + 960.2999877929688, + 950.5499877929688, + 950.5499877929688, + 950.5499877929688, + 950.5499877929688, + 950.5499877929688, + 948.6300048828125, + 938.9299926757812, + 967.3200073242188, + 969.6400146484375, + 978.0, + 987.75, + 987.75, + 983.9000244140625, + 983.9000244140625, + 974.52001953125, + 984.219970703125, + 984.219970703125, + 984.219970703125, + 984.8499755859375, + 966.0999755859375, + 966.0999755859375, + 941.9400024414062, + 941.9400024414062, + 941.8800048828125, + 926.4000244140625, + 873.5700073242188, + 863.6099853515625, + 849.9500122070312, + 852.8599853515625, + 855.0700073242188, + 859.7999877929688, + 854.0, + 871.1199951171875, + 880.8400268554688, + 888.0, + 931.0800170898438, + 930.75, + 852.489990234375, + 857.6900024414062, + 857.6900024414062, + 863.0999755859375, + 863.0999755859375, + 863.0999755859375, + 856.760009765625, + 856.760009765625, + 869.4099731445312, + 921.7899780273438, + 914.4000244140625, + 905.8699951171875, + 906.260009765625, + 900.4199829101562, + 889.2100219726562, + 887.1599731445312, + 897.3800048828125, + 912.9099731445312, + 935.77001953125, + 952.0700073242188, + 940.2100219726562, + 947.9400024414062, + 947.9400024414062, + 934.8800048828125, + 947.3400268554688, + 947.3400268554688, + 954.510009765625, + 948.1599731445312, + 946.0599975585938, + 965.7100219726562, + 968.0800170898438, + 968.0800170898438, + 968.0800170898438, + 977.5700073242188, + 979.8699951171875, + 979.8699951171875, + 979.8699951171875, + 986.219970703125, + 986.219970703125, + 988.3200073242188, + 990.5900268554688, + 990.5900268554688, + 965.52001953125, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 950.2000122070312, + 951.8300170898438, + 984.9099731445312, + 977.4099731445312, + 977.4099731445312, + 974.7899780273438, + 974.7899780273438, + 974.7899780273438, + 974.7899780273438, + 981.0399780273438, + 989.8800048828125, + 986.780029296875, + 971.8800048828125, + 979.3800048828125, + 975.3900146484375, + 969.010009765625, + 957.75, + 949.5800170898438, + 949.5800170898438, + 945.0599975585938, + 945.0599975585938, + 952.02001953125, + 939.3599853515625, + 939.3599853515625, + 948.0900268554688, + 954.489990234375, + 891.3300170898438, + 878.75, + 883.27001953125, + 883.27001953125, + 883.27001953125, + 906.969970703125, + 906.969970703125, + 911.22998046875, + 916.0900268554688, + 928.25, + 982.6400146484375, + 1000.0, + 1000.0, + 1000.0, + 997.719970703125, + 985.8200073242188, + 962.719970703125, + 956.6500244140625, + 940.3800048828125, + 845.760009765625, + 697.0700073242188, + 679.4099731445312, + 574.0, + 466.25, + 491.82000732421875, + 509.92999267578125, + 550.1500244140625, + 598.7000122070312, + 608.6500244140625, + 682.489990234375, + 744.47998046875, + 804.6900024414062, + 880.8699951171875, + 895.510009765625, + 925.7100219726562, + 955.4000244140625, + 988.0900268554688, + 1000.0, + 1000.0, + 992.260009765625, + 976.1400146484375, + 965.0900268554688, + 945.22998046875, + 812.8400268554688, + 803.3099975585938, + 802.75, + 802.75, + 802.75, + 820.0399780273438, + 825.2000122070312, + 824.2899780273438, + 879.6699829101562, + 906.7899780273438, + 964.6500244140625, + 974.1799926757812, + 974.1799926757812, + 974.739990234375, + 974.739990234375, + 975.510009765625, + 980.3900146484375, + 997.5999755859375, + 962.0499877929688, + 938.8900146484375, + 856.469970703125, + 249.07000732421875, + 212.86000061035156, + 179.77999877929688, + 187.39999389648438, + 69.13999938964844, + 96.66999816894531, + 160.9499969482422, + 187.89999389648438, + 138.07000732421875, + 164.80999755859375, + 181.3000030517578, + 248.32000732421875, + 299.7699890136719, + 366.7799987792969, + 355.9200134277344, + 339.1400146484375, + 369.19000244140625, + 382.7799987792969, + 437.7200012207031, + 503.3800048828125, + 546.5399780273438, + 530.6900024414062, + 563.0, + 563.5599975585938, + 629.8599853515625, + 642.8499755859375, + 686.780029296875, + 727.739990234375, + 743.0499877929688, + 812.1799926757812, + 802.1500244140625, + 857.0499877929688, + 861.4000244140625, + 868.0499877929688, + 876.0800170898438, + 887.7100219726562, + 897.1599731445312, + 914.4099731445312, + 924.2000122070312, + 957.9600219726562, + 993.219970703125, + 993.219970703125, + 993.219970703125, + 982.6099853515625, + 964.4500122070312, + 883.6400146484375, + 843.0, + 838.6599731445312, + 838.6599731445312, + 831.760009765625, + 819.5800170898438, + 811.5900268554688, + 836.0599975585938, + 855.6900024414062, + 894.5900268554688, + 960.25, + 968.5900268554688, + 972.9299926757812, + 973.97998046875, + 979.8300170898438, + 992.010009765625, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0 + ], + "strengths": [ + 16.469999313354492, + 47.560001373291016, + 126.91000366210938, + 71.27999877929688, + 70.77000427246094, + 138.19000244140625, + 172.9600067138672, + 199.19000244140625, + 244.99000549316406, + 296.4700012207031, + 349.4200134277344, + 429.92999267578125, + 475.2099914550781, + 543.4599609375, + 634.2999877929688, + 678.3599853515625, + 720.2799682617188, + 730.25, + 739.8399658203125, + 759.5199584960938, + 793.5, + 781.1299438476562, + 811.5499877929688, + 812.739990234375, + 799.0199584960938, + 847.7099609375, + 796.739990234375, + 784.6599731445312, + 781.4599609375, + 811.8699951171875, + 815.7999877929688, + 815.7999877929688, + 849.8099975585938, + 866.5099487304688, + 886.2099609375, + 927.8499755859375, + 907.6299438476562, + 930.449951171875, + 942.7699584960938, + 952.1299438476562, + 948.0599975585938, + 948.0599975585938, + 948.0599975585938, + 958.0199584960938, + 958.0199584960938, + 964.5399780273438, + 967.3699951171875, + 968.2999877929688, + 968.2999877929688, + 940.9599609375, + 927.8299560546875, + 912.3399658203125, + 907.7699584960938, + 732.3699951171875, + 696.4599609375, + 696.4599609375, + 719.6299438476562, + 726.4099731445312, + 739.5499877929688, + 747.5899658203125, + 752.1599731445312, + 804.5799560546875, + 863.8799438476562, + 933.5199584960938, + 985.8199462890625, + 985.8199462890625, + 985.3799438476562, + 985.3799438476562, + 985.3799438476562, + 985.3799438476562, + 985.3799438476562, + 977.8099975585938, + 974.6199951171875, + 968.25, + 968.25, + 957.0899658203125, + 957.0899658203125, + 942.5, + 892.6499633789062, + 807.5599975585938, + 788.0699462890625, + 756.5099487304688, + 728.9599609375, + 691.739990234375, + 675.47998046875, + 688.3299560546875, + 716.7699584960938, + 761.7699584960938, + 793.9299926757812, + 799.9599609375, + 759.5199584960938, + 769.469970703125, + 770.739990234375, + 749.3299560546875, + 753.4099731445312, + 734.2699584960938, + 738.43994140625, + 749.0499877929688, + 792.0699462890625, + 847.489990234375, + 849.8899536132812, + 893.1199951171875, + 906.0499877929688, + 905.949951171875, + 914.3799438476562, + 916.4599609375, + 913.0399780273438, + 913.0399780273438, + 925.25, + 939.0199584960938, + 948.6199951171875, + 965.1399536132812, + 971.72998046875, + 984.47998046875, + 991.2999877929688, + 963.3799438476562, + 955.0199584960938, + 945.2699584960938, + 945.2699584960938, + 945.2699584960938, + 945.2699584960938, + 945.2699584960938, + 943.3499755859375, + 933.6499633789062, + 962.0399780273438, + 964.3599853515625, + 972.719970703125, + 982.469970703125, + 982.469970703125, + 978.6199951171875, + 978.6199951171875, + 969.239990234375, + 978.93994140625, + 978.93994140625, + 978.93994140625, + 979.5699462890625, + 960.8199462890625, + 960.8199462890625, + 936.6599731445312, + 936.6599731445312, + 936.5999755859375, + 921.1199951171875, + 868.2899780273438, + 858.3299560546875, + 844.6699829101562, + 847.5799560546875, + 849.7899780273438, + 854.5199584960938, + 848.719970703125, + 865.8399658203125, + 875.5599975585938, + 882.719970703125, + 925.7999877929688, + 925.469970703125, + 847.2099609375, + 852.4099731445312, + 852.4099731445312, + 857.8199462890625, + 857.8199462890625, + 857.8199462890625, + 851.47998046875, + 851.47998046875, + 864.1299438476562, + 916.5099487304688, + 909.1199951171875, + 900.5899658203125, + 900.97998046875, + 895.1399536132812, + 883.9299926757812, + 881.8799438476562, + 892.0999755859375, + 907.6299438476562, + 930.489990234375, + 946.7899780273438, + 934.9299926757812, + 942.6599731445312, + 942.6599731445312, + 929.5999755859375, + 942.0599975585938, + 942.0599975585938, + 949.22998046875, + 942.8799438476562, + 940.7799682617188, + 960.4299926757812, + 962.7999877929688, + 962.7999877929688, + 962.7999877929688, + 972.2899780273438, + 974.5899658203125, + 974.5899658203125, + 974.5899658203125, + 980.93994140625, + 980.93994140625, + 983.0399780273438, + 985.3099975585938, + 985.3099975585938, + 960.239990234375, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 944.9199829101562, + 946.5499877929688, + 979.6299438476562, + 972.1299438476562, + 972.1299438476562, + 969.5099487304688, + 969.5099487304688, + 969.5099487304688, + 969.5099487304688, + 975.7599487304688, + 984.5999755859375, + 981.5, + 966.5999755859375, + 974.0999755859375, + 970.1099853515625, + 963.72998046875, + 952.469970703125, + 944.2999877929688, + 944.2999877929688, + 939.7799682617188, + 939.7799682617188, + 946.739990234375, + 934.0799560546875, + 934.0799560546875, + 942.8099975585938, + 949.2099609375, + 886.0499877929688, + 873.469970703125, + 877.989990234375, + 877.989990234375, + 877.989990234375, + 901.68994140625, + 901.68994140625, + 905.949951171875, + 910.8099975585938, + 922.969970703125, + 977.3599853515625, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 992.43994140625, + 980.5399780273438, + 957.43994140625, + 951.3699951171875, + 935.0999755859375, + 840.47998046875, + 691.7899780273438, + 674.1299438476562, + 568.719970703125, + 460.9700012207031, + 486.5400085449219, + 504.6499938964844, + 544.8699951171875, + 593.4199829101562, + 603.3699951171875, + 677.2099609375, + 739.199951171875, + 799.4099731445312, + 875.5899658203125, + 890.22998046875, + 920.4299926757812, + 950.1199951171875, + 982.8099975585938, + 994.719970703125, + 994.719970703125, + 986.97998046875, + 970.8599853515625, + 959.8099975585938, + 939.949951171875, + 807.5599975585938, + 798.0299682617188, + 797.469970703125, + 797.469970703125, + 797.469970703125, + 814.7599487304688, + 819.9199829101562, + 819.0099487304688, + 874.3899536132812, + 901.5099487304688, + 959.3699951171875, + 968.8999633789062, + 968.8999633789062, + 969.4599609375, + 969.4599609375, + 970.22998046875, + 975.1099853515625, + 992.3199462890625, + 956.7699584960938, + 933.6099853515625, + 851.18994140625, + 243.79000854492188, + 207.5800018310547, + 174.5, + 182.1199951171875, + 63.86000061035156, + 91.38999938964844, + 155.6699981689453, + 182.6199951171875, + 132.79000854492188, + 159.52999877929688, + 176.02000427246094, + 243.04000854492188, + 294.489990234375, + 361.5, + 350.6400146484375, + 333.8600158691406, + 363.9100036621094, + 377.5, + 432.44000244140625, + 498.1000061035156, + 541.2599487304688, + 525.4099731445312, + 557.719970703125, + 558.2799682617188, + 624.5799560546875, + 637.5699462890625, + 681.5, + 722.4599609375, + 737.7699584960938, + 806.8999633789062, + 796.8699951171875, + 851.7699584960938, + 856.1199951171875, + 862.7699584960938, + 870.7999877929688, + 882.4299926757812, + 891.8799438476562, + 909.1299438476562, + 918.9199829101562, + 952.6799926757812, + 987.93994140625, + 987.93994140625, + 987.93994140625, + 977.3299560546875, + 959.1699829101562, + 878.3599853515625, + 837.719970703125, + 833.3799438476562, + 833.3799438476562, + 826.47998046875, + 814.2999877929688, + 806.3099975585938, + 830.7799682617188, + 850.4099731445312, + 889.3099975585938, + 954.969970703125, + 963.3099975585938, + 967.6499633789062, + 968.699951171875, + 974.5499877929688, + 986.72998046875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 6.286115967668593e-05, + 4.323522443883121e-05, + 3.827829277724959e-05, + 3.4393626265227795e-05, + 2.9194578019087203e-05, + 2.5191351596731693e-05, + 2.2193724362296052e-05, + 1.9698933101608418e-05, + 1.7622485756874084e-05, + 1.5903488019830547e-05, + 1.4399593965208624e-05, + 1.3191958714742213e-05, + 1.2159083780716173e-05, + 1.1246393114561215e-05, + 1.0492444744159002e-05, + 9.855803909886163e-06, + 9.327674888481852e-06, + 8.87790520209819e-06, + 8.482309567625634e-06, + 8.123990482999943e-06, + 7.814090167812537e-06, + 7.527964953624178e-06, + 7.271314188983524e-06, + 7.042897323117359e-06, + 6.822418527008267e-06, + 6.632561508013168e-06, + 6.459415544668445e-06, + 6.2988378886075225e-06, + 6.14316468272591e-06, + 5.99698796577286e-06, + 5.8599507610779256e-06, + 5.725964456360089e-06, + 5.597704330284614e-06, + 5.474418230733136e-06, + 5.353121650841786e-06, + 5.241416602075333e-06, + 5.133327249495778e-06, + 5.0298526730330195e-06, + 4.93097422804567e-06, + 4.837625965592451e-06, + 4.748922492581187e-06, + 4.6644718167954125e-06, + 4.5831116040062625e-06, + 4.505443030211609e-06, + 4.430694389156997e-06, + 4.3589498091023415e-06, + 4.290136075724149e-06, + 4.2241144910804e-06, + 4.162435288890265e-06, + 4.103833362023579e-06, + 4.048212758789305e-06, + 3.9947185541677754e-06, + 3.952769020543201e-06, + 3.913756245310651e-06, + 3.875561105814995e-06, + 3.836939868051559e-06, + 3.7988086205587024e-06, + 3.7608488128171302e-06, + 3.7233380680845585e-06, + 3.686446234496543e-06, + 3.6479111713560997e-06, + 3.60759804607369e-06, + 3.5652585665957304e-06, + 3.521894768709899e-06, + 3.479859287836007e-06, + 3.439102783886483e-06, + 3.399543629711843e-06, + 3.361122708156472e-06, + 3.3237865864066407e-06, + 3.287484560132725e-06, + 3.2524351354368264e-06, + 3.2184209430852206e-06, + 3.1854981443757424e-06, + 3.15340435008693e-06, + 3.1224594749801327e-06, + 3.092256747549982e-06, + 3.0632090783910826e-06, + 3.0363016776391305e-06, + 3.012432443938451e-06, + 2.9895477382524405e-06, + 2.9679431463591754e-06, + 2.947447455881047e-06, + 2.928278036051779e-06, + 2.9098105187586043e-06, + 2.8912429570482345e-06, + 2.8721767648676177e-06, + 2.852215402526781e-06, + 2.8317431315372232e-06, + 2.8114525321143446e-06, + 2.792490477077081e-06, + 2.773571395664476e-06, + 2.7549085643840954e-06, + 2.737032218647073e-06, + 2.7193179903406417e-06, + 2.7022972517443122e-06, + 2.6854163479583804e-06, + 2.668531124072615e-06, + 2.6509351300774142e-06, + 2.632403266034089e-06, + 2.6141219677811023e-06, + 2.595232444946305e-06, + 2.5763999929040438e-06, + 2.557894049459719e-06, + 2.539536581025459e-06, + 2.5214519610017305e-06, + 2.5037393243110273e-06, + 2.4863222733984003e-06, + 2.4689663860044675e-06, + 2.4516477878933074e-06, + 2.4344474240933778e-06, + 2.417245013930369e-06, + 2.400220864728908e-06, + 2.383268565608887e-06, + 2.3664913442189572e-06, + 2.3504589989897795e-06, + 2.334822738703224e-06, + 2.3195902940642554e-06, + 2.304594772795099e-06, + 2.2898295810591662e-06, + 2.2752894892619224e-06, + 2.2609690404351568e-06, + 2.2468909719464136e-06, + 2.2331621494231513e-06, + 2.2192243704921566e-06, + 2.2054612145439023e-06, + 2.1917849153396674e-06, + 2.1781775103590917e-06, + 2.1647720132023096e-06, + 2.151615490220138e-06, + 2.138649733751663e-06, + 2.125991613866063e-06, + 2.113388063662569e-06, + 2.1009625470469473e-06, + 2.088711198666715e-06, + 2.0766221950907493e-06, + 2.064925865852274e-06, + 2.0533852875814773e-06, + 2.042281494141207e-06, + 2.0313186723797116e-06, + 2.020494321186561e-06, + 2.009980562434066e-06, + 2.000185531869647e-06, + 1.9906103716493817e-06, + 1.9812891878245864e-06, + 1.9720355339813977e-06, + 1.962856231330079e-06, + 1.9537237676559016e-06, + 1.944749101312482e-06, + 1.9356900793354725e-06, + 1.9266276467533316e-06, + 1.9175897705281386e-06, + 1.9082162907579914e-06, + 1.898952746159921e-06, + 1.8905632259702543e-06, + 1.8822071297108778e-06, + 1.8739350480245776e-06, + 1.8656937754712999e-06, + 1.8575350395622081e-06, + 1.8494574760552496e-06, + 1.8415186104903114e-06, + 1.833657051975024e-06, + 1.8257567262480734e-06, + 1.8174629303757683e-06, + 1.8093221569870366e-06, + 1.8013408862316282e-06, + 1.7934373772732215e-06, + 1.7856641534308437e-06, + 1.778064074642316e-06, + 1.7705557411318296e-06, + 1.7630343336350052e-06, + 1.7554574469613726e-06, + 1.7477680103183957e-06, + 1.7400242313669878e-06, + 1.7324557575193467e-06, + 1.7249025177079602e-06, + 1.7174259028251981e-06, + 1.7101266394092818e-06, + 1.7028029333232553e-06, + 1.695552214187046e-06, + 1.6883188891370082e-06, + 1.6812051626402535e-06, + 1.6741768149586278e-06, + 1.6670721834088909e-06, + 1.66002064361237e-06, + 1.65303890753421e-06, + 1.6461256109323585e-06, + 1.639212769077858e-06, + 1.6323516547345207e-06, + 1.6255576156254392e-06, + 1.6188297422559117e-06, + 1.6121239241329022e-06, + 1.6054831348810694e-06, + 1.5988923678378342e-06, + 1.5923500313874683e-06, + 1.5858702226978494e-06, + 1.5796146044522175e-06, + 1.5734177623016876e-06, + 1.5672773088226677e-06, + 1.561192675580969e-06, + 1.5551628393950523e-06, + 1.5491872318307287e-06, + 1.5432648297064588e-06, + 1.5373949509012164e-06, + 1.5316678627641522e-06, + 1.5259805650202907e-06, + 1.5201461565084173e-06, + 1.5144075860007433e-06, + 1.5087194924490177e-06, + 1.5030960867079557e-06, + 1.4975214526202762e-06, + 1.4919947943781153e-06, + 1.4865155435472843e-06, + 1.481048229834414e-06, + 1.4755787560716271e-06, + 1.4701732879984775e-06, + 1.4648948081230628e-06, + 1.4596199662264553e-06, + 1.4544104942615377e-06, + 1.4492778745989199e-06, + 1.4442464362218743e-06, + 1.4392978755495278e-06, + 1.4343884231493575e-06, + 1.4295405890152324e-06, + 1.4247304989112308e-06, + 1.4199223414834705e-06, + 1.4152150242807693e-06, + 1.4105435184319504e-06, + 1.4058642818781664e-06, + 1.4011894791110535e-06, + 1.3968576695333468e-06, + 1.3926168094258173e-06, + 1.3883833389627398e-06, + 1.384178972330119e-06, + 1.3800031410937663e-06, + 1.3757443184658769e-06, + 1.3715152817894705e-06, + 1.3672961358679458e-06, + 1.3630839248435223e-06, + 1.3588457932200981e-06, + 1.3543908607971389e-06, + 1.3498915905074682e-06, + 1.3454269947033026e-06, + 1.340996732324129e-06, + 1.3366103530643159e-06, + 1.332309238932794e-06, + 1.3281403425935423e-06, + 1.3240274938652874e-06, + 1.3200135526858503e-06, + 1.3164291203793255e-06, + 1.3134945220372174e-06, + 1.3106480309943436e-06, + 1.3082561736155185e-06, + 1.306323497374251e-06, + 1.3042888440395473e-06, + 1.3021845006733201e-06, + 1.2999195178053924e-06, + 1.2974614946870133e-06, + 1.2949716392540722e-06, + 1.2921888128403225e-06, + 1.2891655387647916e-06, + 1.285913413084927e-06, + 1.2823722954635741e-06, + 1.2787945706804749e-06, + 1.2751193025906105e-06, + 1.2713508112938143e-06, + 1.2674796607825556e-06, + 1.2635895245693973e-06, + 1.2597270142578054e-06, + 1.2559215747387498e-06, + 1.2522042425189284e-06, + 1.2485539855333627e-06, + 1.2450030908439658e-06, + 1.2419702670740662e-06, + 1.2389893981890054e-06, + 1.2360261507637915e-06, + 1.2330785921221832e-06, + 1.2301463812036673e-06, + 1.227166535500146e-06, + 1.2241839613125194e-06, + 1.2212206002004677e-06, + 1.2180745443401975e-06, + 1.2148500445618993e-06, + 1.2114401215512771e-06, + 1.2080184887963696e-06, + 1.2046191386616556e-06, + 1.2012397974103806e-06, + 1.1978825114056235e-06, + 1.1945439837290905e-06, + 1.1912103445865796e-06, + 1.1878398709086468e-06, + 1.1846109373436775e-06, + 1.1814795470854733e-06, + 1.1786409004344023e-06, + 1.1778301995946094e-06, + 1.1771403478633147e-06, + 1.176560317617259e-06, + 1.1759551625800668e-06, + 1.1757430229408783e-06, + 1.175438910649973e-06, + 1.1749208397304756e-06, + 1.1743131835828535e-06, + 1.1738712828446296e-06, + 1.1733403653124697e-06, + 1.1727545370376902e-06, + 1.171945996247814e-06, + 1.170967152575031e-06, + 1.1697671880028793e-06, + 1.168605081147689e-06, + 1.1675001587718725e-06, + 1.1662975794024533e-06, + 1.1650522537820507e-06, + 1.1636284398264252e-06, + 1.1619923725447734e-06, + 1.1602195399973425e-06, + 1.1585037782424479e-06, + 1.1566878583835205e-06, + 1.1548758038770757e-06, + 1.1528554750839248e-06, + 1.1508006991789443e-06, + 1.1486129096738296e-06, + 1.1463032478786772e-06, + 1.1439550462455372e-06, + 1.1413990250730421e-06, + 1.1388872280804208e-06, + 1.136215928454476e-06, + 1.1335453109495575e-06, + 1.1308682132948888e-06, + 1.1281806564511498e-06, + 1.1254719538555946e-06, + 1.1227492677789996e-06, + 1.119989292419632e-06, + 1.1172154472660623e-06, + 1.1143561096105259e-06, + 1.1114088920294307e-06, + 1.1084796369686956e-06, + 1.1055683444283204e-06, + 1.1027054824808147e-06, + 1.0999125379385077e-06, + 1.0973689086313243e-06, + 1.0949554507533321e-06, + 1.0925662081717746e-06, + 1.0901886753345025e-06, + 1.087842292690766e-06, + 1.0855413847821183e-06, + 1.083273787116923e-06, + 1.0809483228513272e-06, + 1.0785795439005597e-06, + 1.0761149269455927e-06, + 1.0734825082181487e-06, + 1.070842245098902e-06, + 1.0682049378374359e-06, + 1.0655799087544437e-06, + 1.0629538564899121e-06, + 1.0603102964523714e-06, + 1.0576607110124314e-06, + 1.0550262459219084e-06, + 1.05240701486764e-06, + 1.049802790475951e-06, + 1.0472134590600035e-06, + 1.0446389069329598e-06, + 1.0420787930343067e-06, + 1.0395333447377197e-06, + 1.0370022209826857e-06, + 1.0344851943955291e-06, + 1.03198226497625e-06, + 1.0294934327248484e-06, + 1.027018356580811e-06, + 1.024557036544138e-06, + 1.022109245241154e-06, + 1.0196749826718587e-06, + 1.0172541351494147e-06, + 1.0148463616133085e-06, + 1.0124517757503781e-06, + 1.0100703775606235e-06, + 1.0077017122966936e-06, + 1.0053458936454263e-06, + 1.0030028079199838e-06, + 1.0006722277466906e-06, + 9.983540394387092e-07, + 9.96048356682877e-07, + 9.937548384186812e-07, + 9.914735983329592e-07, + 9.89204295365198e-07, + 9.869469295153976e-07, + 9.84701500783558e-07, + 9.824678954828414e-07, + 9.802457725527347e-07, + 9.780352456800756e-07, + 9.758362011780264e-07, + 9.736485253597493e-07, + 9.714721045384067e-07, + 9.693069387139985e-07, + 9.671528005128494e-07, + 9.650096899349592e-07, + 9.628774932934903e-07, + 9.60756096901605e-07, + 9.58645500759303e-07, + 9.565454774929094e-07, + 9.544560271024238e-07 + ], + "training_efficiencies": [ + 0.00032894735340960324, + 0.00020364762167446315, + 0.00013991413288749754, + 0.00012366235023364425, + 0.00011107440514024347, + 9.41648831940256e-05, + 8.122013241518289e-05, + 7.149930024752393e-05, + 6.344378925859928e-05, + 5.6722969020484015e-05, + 5.1178587455069646e-05, + 4.631751653505489e-05, + 4.242596332915127e-05, + 3.9090871723601595e-05, + 3.615181412897073e-05, + 3.3719363273121417e-05, + 3.166253736708313e-05, + 2.9960796382511035e-05, + 2.8509584808489308e-05, + 2.7236064852331765e-05, + 2.6081077521666884e-05, + 2.5084113076445647e-05, + 2.416254937998019e-05, + 2.333732118131593e-05, + 2.2602076569455676e-05, + 2.1893432858632877e-05, + 2.1282605302985758e-05, + 2.072626921290066e-05, + 2.0209850845276378e-05, + 1.9709779735421762e-05, + 1.9239827452111058e-05, + 1.8798948076437227e-05, + 1.836834053392522e-05, + 1.795586467778776e-05, + 1.7559763364261016e-05, + 1.7169812053907663e-05, + 1.6811009118100628e-05, + 1.6463616702822037e-05, + 1.6131321899592876e-05, + 1.5813611753401347e-05, + 1.5513891412410885e-05, + 1.5228935808409005e-05, + 1.4957825442252215e-05, + 1.4696509424538817e-05, + 1.4447206012846436e-05, + 1.420716398570221e-05, + 1.3976902664580848e-05, + 1.375595365971094e-05, + 1.354388314211974e-05, + 1.334586977463914e-05, + 1.3157666217011865e-05, + 1.297912785958033e-05, + 1.2807354323740583e-05, + 1.2672715456574224e-05, + 1.2547460755740758e-05, + 1.2424887245288119e-05, + 1.230090310855303e-05, + 1.217854514834471e-05, + 1.2056700143148191e-05, + 1.193634216178907e-05, + 1.1817935956059955e-05, + 1.1694301065290347e-05, + 1.1564927262952551e-05, + 1.1429013284214307e-05, + 1.1289860594843049e-05, + 1.1154938874824438e-05, + 1.1024164450645912e-05, + 1.0897201718762517e-05, + 1.077393153536832e-05, + 1.0654114703356754e-05, + 1.0537651178310625e-05, + 1.0425181244499981e-05, + 1.0316065527149476e-05, + 1.021042771753855e-05, + 1.0107477464771364e-05, + 1.0008193385147024e-05, + 9.911315828503575e-06, + 9.818124453886412e-06, + 9.731820682645775e-06, + 9.655247595219407e-06, + 9.581818630977068e-06, + 9.51251422520727e-06, + 9.446755939279683e-06, + 9.385265911987517e-06, + 9.326017789135221e-06, + 9.266462257073727e-06, + 9.205296919390094e-06, + 9.14127394935349e-06, + 9.07560115592787e-06, + 9.010526810016017e-06, + 8.949701623350848e-06, + 8.88902650331147e-06, + 8.829164471535478e-06, + 8.771836291998625e-06, + 8.715019248484168e-06, + 8.660418643557932e-06, + 8.60627642396139e-06, + 8.552113285986707e-06, + 8.4956809587311e-06, + 8.436239113507327e-06, + 8.37761126604164e-06, + 8.317023457493633e-06, + 8.256630280811805e-06, + 8.197276656574104e-06, + 8.13840870250715e-06, + 8.080408406385686e-06, + 8.023610462259967e-06, + 7.967753845150582e-06, + 7.912100954854395e-06, + 7.856560841901228e-06, + 7.801409083185717e-06, + 7.74624368204968e-06, + 7.691643986618146e-06, + 7.637282578798477e-06, + 7.583476417494239e-06, + 7.5320672294765245e-06, + 7.481921329599572e-06, + 7.433078735630261e-06, + 7.384989658021368e-06, + 7.33764682081528e-06, + 7.291020665434189e-06, + 7.245104825415183e-06, + 7.199961146397982e-06, + 7.1559438765689265e-06, + 7.111251306923805e-06, + 7.067123988235835e-06, + 7.0232717916951515e-06, + 6.979635600146139e-06, + 6.936653335287701e-06, + 6.89446414980921e-06, + 6.852892056485871e-06, + 6.812303126935149e-06, + 6.771893367840676e-06, + 6.732051133440109e-06, + 6.69277187625994e-06, + 6.6540092120703775e-06, + 6.616510290768929e-06, + 6.579507953574648e-06, + 6.543909876199905e-06, + 6.508760179713136e-06, + 6.4740584093669895e-06, + 6.4403498072351795e-06, + 6.408949047909118e-06, + 6.378249963745475e-06, + 6.348363058350515e-06, + 6.318695341178682e-06, + 6.28926409262931e-06, + 6.2599860939371865e-06, + 6.231211500562495e-06, + 6.202169060998131e-06, + 6.173113888507942e-06, + 6.1441401157935616e-06, + 6.11408813711023e-06, + 6.08439131610794e-06, + 6.057494829292409e-06, + 6.030707936588442e-06, + 6.004188435326796e-06, + 5.977770342724398e-06, + 5.95161418459611e-06, + 5.925717232457828e-06, + 5.900266387470765e-06, + 5.875062015547883e-06, + 5.849735771334963e-06, + 5.8231462389812805e-06, + 5.797049652755959e-06, + 5.77146238356363e-06, + 5.746126589656342e-06, + 5.721207344322465e-06, + 5.696845164493425e-06, + 5.672774932463653e-06, + 5.648664682667004e-06, + 5.624375717161456e-06, + 5.599727501248708e-06, + 5.574903752858518e-06, + 5.550643891183427e-06, + 5.526431323232828e-06, + 5.502462954609655e-06, + 5.479064384417143e-06, + 5.455586688185576e-06, + 5.432344551081769e-06, + 5.409157438407419e-06, + 5.386355041991919e-06, + 5.363824584492249e-06, + 5.341051291907206e-06, + 5.318447165336693e-06, + 5.296068138704868e-06, + 5.273907390801469e-06, + 5.251749371382175e-06, + 5.229755970503902e-06, + 5.207979484112002e-06, + 5.186414455238264e-06, + 5.16491809321451e-06, + 5.143632279214216e-06, + 5.122504717292031e-06, + 5.101534497953253e-06, + 5.080763457954163e-06, + 5.060712283011526e-06, + 5.040848918724805e-06, + 5.021167453378439e-06, + 5.001663794246269e-06, + 4.982337031833595e-06, + 4.963183073414257e-06, + 4.944201009493554e-06, + 4.9253862925979774e-06, + 4.907030870526796e-06, + 4.88880095872446e-06, + 4.870101292908657e-06, + 4.8517081268073525e-06, + 4.833475486520911e-06, + 4.815451575268526e-06, + 4.797582732862793e-06, + 4.7798689593037125e-06, + 4.762306616612477e-06, + 4.7447824726987164e-06, + 4.727251507574692e-06, + 4.709926997747971e-06, + 4.693008577305591e-06, + 4.676102435041685e-06, + 4.659405476559186e-06, + 4.642955445888219e-06, + 4.626828740583733e-06, + 4.6109685172268655e-06, + 4.595232894644141e-06, + 4.579694632411702e-06, + 4.564277787721949e-06, + 4.5488664000004064e-06, + 4.533779701887397e-06, + 4.518806690612109e-06, + 4.503809577727225e-06, + 4.4888261072628666e-06, + 4.474942670640303e-06, + 4.461350272322306e-06, + 4.447782430361258e-06, + 4.434306902112439e-06, + 4.4209241423232015e-06, + 4.407274445838993e-06, + 4.393721610540524e-06, + 4.380198788567213e-06, + 4.366699613456149e-06, + 4.35311631008517e-06, + 4.338838152762037e-06, + 4.324418569012778e-06, + 4.310109488869784e-06, + 4.295910912333056e-06, + 4.281852852727752e-06, + 4.268068096280331e-06, + 4.254706709616585e-06, + 4.2415258576511405e-06, + 4.2286610550945625e-06, + 4.2171736822638195e-06, + 4.207768597552786e-06, + 4.198646365694003e-06, + 4.19098068960011e-06, + 4.1847865759336855e-06, + 4.178265498921974e-06, + 4.1715211409609765e-06, + 4.164262463746127e-06, + 4.15638442063937e-06, + 4.148404968873365e-06, + 4.139486009080429e-06, + 4.129797162022442e-06, + 4.119374807487475e-06, + 4.108026132598752e-06, + 4.096560132893501e-06, + 4.0847821765055414e-06, + 4.072704996360699e-06, + 4.060299033881165e-06, + 4.047832135256613e-06, + 4.035453912365483e-06, + 4.02325849790941e-06, + 4.011345936305588e-06, + 3.999648015451385e-06, + 3.9882675082481e-06, + 3.9785491026123054e-06, + 3.968995770264883e-06, + 3.9594997360836715e-06, + 3.950053724111058e-06, + 3.940657279599691e-06, + 3.931107585231075e-06, + 3.9215492506627925e-06, + 3.9120523069868796e-06, + 3.901970558217727e-06, + 3.8916373341635335e-06, + 3.880709755321732e-06, + 3.8697444324498065e-06, + 3.858851414406672e-06, + 3.848022515740013e-06, + 3.837262738670688e-06, + 3.826564352493733e-06, + 3.8158809729793575e-06, + 3.805079813901102e-06, + 3.794732265305356e-06, + 3.7846973555133445e-06, + 3.7756003621325362e-06, + 3.773002390516922e-06, + 3.770791408896912e-06, + 3.76893331122119e-06, + 3.766993813769659e-06, + 3.766313511732733e-06, + 3.765339442907134e-06, + 3.763679387702723e-06, + 3.761732159546227e-06, + 3.7603160762955667e-06, + 3.758614639082225e-06, + 3.7567374420177657e-06, + 3.7541462916124146e-06, + 3.751009444386e-06, + 3.747164100786904e-06, + 3.743439947356819e-06, + 3.739899284482817e-06, + 3.73604552805773e-06, + 3.7320548926800257e-06, + 3.7274921851349063e-06, + 3.7222496303002117e-06, + 3.7165682442719117e-06, + 3.711070121426019e-06, + 3.7052511743240757e-06, + 3.699444732774282e-06, + 3.6929704947397113e-06, + 3.6863859804725507e-06, + 3.679375140563934e-06, + 3.671974127428257e-06, + 3.664449650386814e-06, + 3.6562589684763225e-06, + 3.648209940365632e-06, + 3.6396500036062207e-06, + 3.6310921132098883e-06, + 3.622513304435415e-06, + 3.6139015264780028e-06, + 3.6052215364179574e-06, + 3.5964972084912006e-06, + 3.5876532820111606e-06, + 3.578764790290734e-06, + 3.569602313291398e-06, + 3.5601585750555387e-06, + 3.550772134985891e-06, + 3.54144276570878e-06, + 3.5322691473993473e-06, + 3.5233194921602262e-06, + 3.515169055390288e-06, + 3.5074349398200866e-06, + 3.499779268167913e-06, + 3.492160885798512e-06, + 3.4846420930989552e-06, + 3.4772690469253575e-06, + 3.470002866379218e-06, + 3.462551148913917e-06, + 3.4549607335065957e-06, + 3.4470631362637505e-06, + 3.4386284823995084e-06, + 3.4301676805625902e-06, + 3.421717110541067e-06, + 3.41330564879172e-06, + 3.4048907764372416e-06, + 3.396419970158604e-06, + 3.387929382370203e-06, + 3.379488134669373e-06, + 3.3710953175614122e-06, + 3.3627507036726456e-06, + 3.3544536108820466e-06, + 3.3462040391896153e-06, + 3.3380008517269744e-06, + 3.3298442758677993e-06, + 3.3217336294910638e-06, + 3.3136689125967678e-06, + 3.3056492156902095e-06, + 3.2976743113977136e-06, + 3.2897432902245782e-06, + 3.281856379544479e-06, + 3.274012897236389e-06, + 3.2662126159266336e-06, + 3.2584557629888877e-06, + 3.250740974181099e-06, + 3.243068249503267e-06, + 3.2354373615817167e-06, + 3.2278476282954216e-06, + 3.2202990496443817e-06, + 3.2127911708812462e-06, + 3.2053237646323396e-06, + 3.197896376150311e-06, + 3.190508323314134e-06, + 3.1831596061238088e-06, + 3.1758497698319843e-06, + 3.168578587064985e-06, + 3.1613456030754605e-06, + 3.154150590489735e-06, + 3.146993321934133e-06, + 3.1398733426613035e-06, + 3.132790652671247e-06, + 3.125744342469261e-06, + 3.118734866802697e-06, + 3.111761316176853e-06, + 3.1048236905917292e-06, + 3.097921307926299e-06, + 3.0910546229279134e-06, + 3.0842227261018706e-06, + 3.0774256174481707e-06, + 3.0706628422194626e-06, + 3.063934173042071e-06, + 3.0572393825423205e-06 + ], + "stabilities": [ + 1.0, + 1.0, + 0.5616578459739685, + 0.9928451776504517, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844107627868652, + 1.0, + 1.0, + 0.9831187725067139, + 1.0, + 0.9398733377456665, + 0.9848381876945496, + 0.995921790599823, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9782076478004456, + 1.0, + 1.0, + 1.0, + 0.9957254528999329, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9717649221420288, + 0.9860461354255676, + 0.9833051562309265, + 0.994990885257721, + 0.8067792654037476, + 0.9509673714637756, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995536804199219, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9923177361488342, + 0.9967375993728638, + 0.9934641122817993, + 1.0, + 0.9884740114212036, + 1.0, + 0.9847559332847595, + 0.9471087455749512, + 0.904677152633667, + 0.9758654832839966, + 0.9599527716636658, + 0.9635827541351318, + 0.9489409923553467, + 0.9764940738677979, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9494474530220032, + 1.0, + 1.0, + 0.9722214341163635, + 1.0, + 0.9745954871177673, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999889612197876, + 1.0, + 1.0, + 0.9962682723999023, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9718348979949951, + 0.9913222193717957, + 0.9897907972335815, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997968852519989, + 0.9897174835205078, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960813522338867, + 1.0, + 0.990415096282959, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9808589220046997, + 1.0, + 0.9748548269271851, + 1.0, + 0.9999359250068665, + 0.9834721684455872, + 0.9426459074020386, + 0.9885291457176208, + 0.9840853810310364, + 1.0, + 1.0, + 1.0, + 0.9932125806808472, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996435046195984, + 0.9154375791549683, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926092028617859, + 1.0, + 1.0, + 1.0, + 0.9919368624687195, + 0.9906172752380371, + 1.0, + 0.9935181140899658, + 0.9874768853187561, + 0.9976807832717896, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9874734878540039, + 1.0, + 1.0, + 0.9861456155776978, + 1.0, + 1.0, + 1.0, + 0.9933103322982788, + 0.9977728128433228, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9745562076568604, + 0.9997604489326477, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9842814207077026, + 1.0, + 1.0, + 0.9923440217971802, + 1.0, + 0.9973049163818359, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968515634536743, + 0.9848191142082214, + 1.0, + 0.9959039092063904, + 0.9934234023094177, + 0.9883162379264832, + 0.9914222955703735, + 1.0, + 0.9952133893966675, + 1.0, + 1.0, + 0.9866277575492859, + 1.0, + 1.0, + 1.0, + 0.9334604740142822, + 0.9858021140098572, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977078437805176, + 0.9880093932151794, + 0.976441502571106, + 0.9936602115631104, + 0.9828983545303345, + 0.8988129496574402, + 0.8230891823768616, + 0.9744719862937927, + 0.8436355590820312, + 0.8105394840240479, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922189116477966, + 0.9836673736572266, + 0.9886183738708496, + 0.9793083667755127, + 0.8591521382331848, + 0.98819899559021, + 0.9992982745170593, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988901019096375, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9641748666763306, + 0.9757936000823975, + 0.9117189645767212, + 0.2864108681678772, + 0.8514704704284668, + 0.8406397104263306, + 1.0, + 0.3506479263305664, + 1.0, + 1.0, + 1.0, + 0.7271384000778198, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9699585437774658, + 0.9521446824073792, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9707165360450745, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875697493553162, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9892604947090149, + 0.981418788433075, + 0.9157500863075256, + 0.9537319540977478, + 0.9948192238807678, + 1.0, + 0.9917204976081848, + 0.9852628111839294, + 0.9901878833770752, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 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": [ + 3040.0, + 6240.0, + 9280.0, + 12480.0, + 15520.0, + 18720.0, + 21760.0, + 24960.0, + 28000.0, + 31200.0, + 34240.0, + 37440.0, + 40480.0, + 43680.0, + 46720.0, + 49920.0, + 53120.0, + 56160.0, + 59360.0, + 62400.0, + 65600.0, + 68640.0, + 71840.0, + 74880.0, + 78080.0, + 81120.0, + 84320.0, + 87360.0, + 90560.0, + 93600.0, + 96800.0, + 100000.0, + 103040.0, + 106240.0, + 109280.0, + 112480.0, + 115520.0, + 118720.0, + 121760.0, + 124960.0, + 128000.0, + 131200.0, + 134240.0, + 137440.0, + 140480.0, + 143680.0, + 146720.0, + 149920.0, + 153120.0, + 156160.0, + 159360.0, + 162400.0, + 165600.0, + 168640.0, + 171840.0, + 174880.0, + 178080.0, + 181120.0, + 184320.0, + 187360.0, + 190560.0, + 193600.0, + 196800.0, + 200000.0, + 203040.0, + 206240.0, + 209280.0, + 212480.0, + 215520.0, + 218720.0, + 221760.0, + 224960.0, + 228000.0, + 231200.0, + 234240.0, + 237440.0, + 240480.0, + 243680.0, + 246720.0, + 249920.0, + 253120.0, + 256160.0, + 259360.0, + 262400.0, + 265600.0, + 268640.0, + 271840.0, + 274880.0, + 278080.0, + 281120.0, + 284320.0, + 287360.0, + 290560.0, + 293600.0, + 296800.0, + 300000.0, + 303040.0, + 306240.0, + 309280.0, + 312480.0, + 315520.0, + 318720.0, + 321760.0, + 324960.0, + 328000.0, + 331200.0, + 334240.0, + 337440.0, + 340480.0, + 343680.0, + 346720.0, + 349920.0, + 353120.0, + 356160.0, + 359360.0, + 362400.0, + 365600.0, + 368640.0, + 371840.0, + 374880.0, + 378080.0, + 381120.0, + 384320.0, + 387360.0, + 390560.0, + 393600.0, + 396800.0, + 400000.0, + 403040.0, + 406240.0, + 409280.0, + 412480.0, + 415520.0, + 418720.0, + 421760.0, + 424960.0, + 428000.0, + 431200.0, + 434240.0, + 437440.0, + 440480.0, + 443680.0, + 446720.0, + 449920.0, + 453120.0, + 456160.0, + 459360.0, + 462400.0, + 465600.0, + 468640.0, + 471840.0, + 474880.0, + 478080.0, + 481120.0, + 484320.0, + 487360.0, + 490560.0, + 493600.0, + 496800.0, + 500000.0, + 503040.0, + 506240.0, + 509280.0, + 512480.0, + 515520.0, + 518720.0, + 521760.0, + 524960.0, + 528000.0, + 531200.0, + 534240.0, + 537440.0, + 540480.0, + 543680.0, + 546720.0, + 549920.0, + 553120.0, + 556160.0, + 559360.0, + 562400.0, + 565600.0, + 568640.0, + 571840.0, + 574880.0, + 578080.0, + 581120.0, + 584320.0, + 587360.0, + 590560.0, + 593600.0, + 596800.0, + 600000.0, + 603040.0, + 606240.0, + 609280.0, + 612480.0, + 615520.0, + 618720.0, + 621760.0, + 624960.0, + 628000.0, + 631200.0, + 634240.0, + 637440.0, + 640480.0, + 643680.0, + 646720.0, + 649920.0, + 653120.0, + 656160.0, + 659360.0, + 662400.0, + 665600.0, + 668640.0, + 671840.0, + 674880.0, + 678080.0, + 681120.0, + 684320.0, + 687360.0, + 690560.0, + 693600.0, + 696800.0, + 700000.0, + 703040.0, + 706240.0, + 709280.0, + 712480.0, + 715520.0, + 718720.0, + 721760.0, + 724960.0, + 728000.0, + 731200.0, + 734240.0, + 737440.0, + 740480.0, + 743680.0, + 746720.0, + 749920.0, + 753120.0, + 756160.0, + 759360.0, + 762400.0, + 765600.0, + 768640.0, + 771840.0, + 774880.0, + 778080.0, + 781120.0, + 784320.0, + 787360.0, + 790560.0, + 793600.0, + 796800.0, + 800000.0, + 803040.0, + 806240.0, + 809280.0, + 812480.0, + 815520.0, + 818720.0, + 821760.0, + 824960.0, + 828000.0, + 831200.0, + 834240.0, + 837440.0, + 840480.0, + 843680.0, + 846720.0, + 849920.0, + 853120.0, + 856160.0, + 859360.0, + 862400.0, + 865600.0, + 868640.0, + 871840.0, + 874880.0, + 878080.0, + 881120.0, + 884320.0, + 887360.0, + 890560.0, + 893600.0, + 896800.0, + 900000.0, + 903040.0, + 906240.0, + 909280.0, + 912480.0, + 915520.0, + 918720.0, + 921760.0, + 924960.0, + 928000.0, + 931200.0, + 934240.0, + 937440.0, + 940480.0, + 943680.0, + 946720.0, + 949920.0, + 953120.0, + 956160.0, + 959360.0, + 962400.0, + 965600.0, + 968640.0, + 971840.0, + 974880.0, + 978080.0, + 981120.0, + 984320.0, + 987360.0, + 990560.0, + 993600.0, + 996800.0, + 1000000.0, + 1003040.0, + 1006240.0, + 1009280.0, + 1012480.0, + 1015520.0, + 1018720.0, + 1021760.0, + 1024960.0, + 1028000.0, + 1031200.0, + 1034240.0, + 1037440.0, + 1040480.0, + 1043680.0, + 1046720.0, + 1049920.0, + 1053120.0, + 1056160.0, + 1059360.0, + 1062400.0, + 1065600.0, + 1068640.0, + 1071840.0, + 1074880.0, + 1078080.0, + 1081120.0, + 1084320.0, + 1087360.0, + 1090560.0, + 1093600.0, + 1096800.0, + 1100000.0, + 1103040.0, + 1106240.0, + 1109280.0, + 1112480.0, + 1115520.0, + 1118720.0, + 1121760.0, + 1124960.0, + 1128000.0, + 1131200.0, + 1134240.0, + 1137440.0, + 1140480.0, + 1143680.0, + 1146720.0, + 1149920.0, + 1153120.0, + 1156160.0, + 1159360.0, + 1162400.0, + 1165600.0, + 1168640.0, + 1171840.0, + 1174880.0, + 1178080.0, + 1181120.0, + 1184320.0, + 1187360.0, + 1190560.0, + 1193600.0, + 1196800.0, + 1200000.0, + 1203040.0, + 1206240.0, + 1209280.0, + 1212480.0, + 1215520.0, + 1218720.0, + 1221760.0, + 1224960.0, + 1228000.0, + 1231200.0, + 1234240.0, + 1237440.0, + 1240480.0, + 1243680.0, + 1246720.0, + 1249920.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_scalar_eval.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..df78ab8c5294203b2a3a5890a4a37cb01967293d --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 836.559814453125, + "strength": 840.923828125, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 9.544567092234502e-07, + "training_efficiency": 3.0572389277949696e-06, + "stability": 0.99001544713974 +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_scalar_train.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..df78ab8c5294203b2a3a5890a4a37cb01967293d --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 836.559814453125, + "strength": 840.923828125, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 9.544567092234502e-07, + "training_efficiency": 3.0572389277949696e-06, + "stability": 0.99001544713974 +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_train.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..3ff55e75d7f5457ae395b2be4aac3e5d793e094b --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_s3_session_metrics_train.json @@ -0,0 +1,2826 @@ +{ + "scalar": { + "total_reward_ma": 836.559814453125, + "strength": 840.923828125, + "max_strength": 994.719970703125, + "final_strength": 994.719970703125, + "sample_efficiency": 9.544567092234502e-07, + "training_efficiency": 3.0572389277949696e-06, + "stability": 0.99001544713974 + }, + "local": { + "mean_returns": [ + 21.75, + 52.84000015258789, + 132.19000244140625, + 76.55999755859375, + 76.05000305175781, + 143.47000122070312, + 178.24000549316406, + 204.47000122070312, + 250.27000427246094, + 301.75, + 354.70001220703125, + 435.2099914550781, + 480.489990234375, + 548.739990234375, + 639.5800170898438, + 683.6400146484375, + 725.5599975585938, + 735.530029296875, + 745.1199951171875, + 764.7999877929688, + 798.780029296875, + 786.4099731445312, + 816.8300170898438, + 818.02001953125, + 804.2999877929688, + 852.989990234375, + 802.02001953125, + 789.9400024414062, + 786.739990234375, + 817.1500244140625, + 821.0800170898438, + 821.0800170898438, + 855.0900268554688, + 871.7899780273438, + 891.489990234375, + 933.1300048828125, + 912.9099731445312, + 935.72998046875, + 948.0499877929688, + 957.4099731445312, + 953.3400268554688, + 953.3400268554688, + 953.3400268554688, + 963.2999877929688, + 963.2999877929688, + 969.8200073242188, + 972.6500244140625, + 973.5800170898438, + 973.5800170898438, + 946.239990234375, + 933.1099853515625, + 917.6199951171875, + 913.0499877929688, + 737.6500244140625, + 701.739990234375, + 701.739990234375, + 724.9099731445312, + 731.6900024414062, + 744.8300170898438, + 752.8699951171875, + 757.4400024414062, + 809.8599853515625, + 869.1599731445312, + 938.7999877929688, + 991.0999755859375, + 991.0999755859375, + 990.6599731445312, + 990.6599731445312, + 990.6599731445312, + 990.6599731445312, + 990.6599731445312, + 983.0900268554688, + 979.9000244140625, + 973.530029296875, + 973.530029296875, + 962.3699951171875, + 962.3699951171875, + 947.780029296875, + 897.9299926757812, + 812.8400268554688, + 793.3499755859375, + 761.7899780273438, + 734.239990234375, + 697.02001953125, + 680.760009765625, + 693.6099853515625, + 722.0499877929688, + 767.0499877929688, + 799.2100219726562, + 805.239990234375, + 764.7999877929688, + 774.75, + 776.02001953125, + 754.6099853515625, + 758.6900024414062, + 739.5499877929688, + 743.719970703125, + 754.3300170898438, + 797.3499755859375, + 852.77001953125, + 855.1699829101562, + 898.4000244140625, + 911.3300170898438, + 911.22998046875, + 919.6599731445312, + 921.739990234375, + 918.3200073242188, + 918.3200073242188, + 930.530029296875, + 944.2999877929688, + 953.9000244140625, + 970.4199829101562, + 977.010009765625, + 989.760009765625, + 996.5800170898438, + 968.6599731445312, + 960.2999877929688, + 950.5499877929688, + 950.5499877929688, + 950.5499877929688, + 950.5499877929688, + 950.5499877929688, + 948.6300048828125, + 938.9299926757812, + 967.3200073242188, + 969.6400146484375, + 978.0, + 987.75, + 987.75, + 983.9000244140625, + 983.9000244140625, + 974.52001953125, + 984.219970703125, + 984.219970703125, + 984.219970703125, + 984.8499755859375, + 966.0999755859375, + 966.0999755859375, + 941.9400024414062, + 941.9400024414062, + 941.8800048828125, + 926.4000244140625, + 873.5700073242188, + 863.6099853515625, + 849.9500122070312, + 852.8599853515625, + 855.0700073242188, + 859.7999877929688, + 854.0, + 871.1199951171875, + 880.8400268554688, + 888.0, + 931.0800170898438, + 930.75, + 852.489990234375, + 857.6900024414062, + 857.6900024414062, + 863.0999755859375, + 863.0999755859375, + 863.0999755859375, + 856.760009765625, + 856.760009765625, + 869.4099731445312, + 921.7899780273438, + 914.4000244140625, + 905.8699951171875, + 906.260009765625, + 900.4199829101562, + 889.2100219726562, + 887.1599731445312, + 897.3800048828125, + 912.9099731445312, + 935.77001953125, + 952.0700073242188, + 940.2100219726562, + 947.9400024414062, + 947.9400024414062, + 934.8800048828125, + 947.3400268554688, + 947.3400268554688, + 954.510009765625, + 948.1599731445312, + 946.0599975585938, + 965.7100219726562, + 968.0800170898438, + 968.0800170898438, + 968.0800170898438, + 977.5700073242188, + 979.8699951171875, + 979.8699951171875, + 979.8699951171875, + 986.219970703125, + 986.219970703125, + 988.3200073242188, + 990.5900268554688, + 990.5900268554688, + 965.52001953125, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 950.2000122070312, + 951.8300170898438, + 984.9099731445312, + 977.4099731445312, + 977.4099731445312, + 974.7899780273438, + 974.7899780273438, + 974.7899780273438, + 974.7899780273438, + 981.0399780273438, + 989.8800048828125, + 986.780029296875, + 971.8800048828125, + 979.3800048828125, + 975.3900146484375, + 969.010009765625, + 957.75, + 949.5800170898438, + 949.5800170898438, + 945.0599975585938, + 945.0599975585938, + 952.02001953125, + 939.3599853515625, + 939.3599853515625, + 948.0900268554688, + 954.489990234375, + 891.3300170898438, + 878.75, + 883.27001953125, + 883.27001953125, + 883.27001953125, + 906.969970703125, + 906.969970703125, + 911.22998046875, + 916.0900268554688, + 928.25, + 982.6400146484375, + 1000.0, + 1000.0, + 1000.0, + 997.719970703125, + 985.8200073242188, + 962.719970703125, + 956.6500244140625, + 940.3800048828125, + 845.760009765625, + 697.0700073242188, + 679.4099731445312, + 574.0, + 466.25, + 491.82000732421875, + 509.92999267578125, + 550.1500244140625, + 598.7000122070312, + 608.6500244140625, + 682.489990234375, + 744.47998046875, + 804.6900024414062, + 880.8699951171875, + 895.510009765625, + 925.7100219726562, + 955.4000244140625, + 988.0900268554688, + 1000.0, + 1000.0, + 992.260009765625, + 976.1400146484375, + 965.0900268554688, + 945.22998046875, + 812.8400268554688, + 803.3099975585938, + 802.75, + 802.75, + 802.75, + 820.0399780273438, + 825.2000122070312, + 824.2899780273438, + 879.6699829101562, + 906.7899780273438, + 964.6500244140625, + 974.1799926757812, + 974.1799926757812, + 974.739990234375, + 974.739990234375, + 975.510009765625, + 980.3900146484375, + 997.5999755859375, + 962.0499877929688, + 938.8900146484375, + 856.469970703125, + 249.07000732421875, + 212.86000061035156, + 179.77999877929688, + 187.39999389648438, + 69.13999938964844, + 96.66999816894531, + 160.9499969482422, + 187.89999389648438, + 138.07000732421875, + 164.80999755859375, + 181.3000030517578, + 248.32000732421875, + 299.7699890136719, + 366.7799987792969, + 355.9200134277344, + 339.1400146484375, + 369.19000244140625, + 382.7799987792969, + 437.7200012207031, + 503.3800048828125, + 546.5399780273438, + 530.6900024414062, + 563.0, + 563.5599975585938, + 629.8599853515625, + 642.8499755859375, + 686.780029296875, + 727.739990234375, + 743.0499877929688, + 812.1799926757812, + 802.1500244140625, + 857.0499877929688, + 861.4000244140625, + 868.0499877929688, + 876.0800170898438, + 887.7100219726562, + 897.1599731445312, + 914.4099731445312, + 924.2000122070312, + 957.9600219726562, + 993.219970703125, + 993.219970703125, + 993.219970703125, + 982.6099853515625, + 964.4500122070312, + 883.6400146484375, + 843.0, + 838.6599731445312, + 838.6599731445312, + 831.760009765625, + 819.5800170898438, + 811.5900268554688, + 836.0599975585938, + 855.6900024414062, + 894.5900268554688, + 960.25, + 968.5900268554688, + 972.9299926757812, + 973.97998046875, + 979.8300170898438, + 992.010009765625, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0 + ], + "strengths": [ + 16.469999313354492, + 47.560001373291016, + 126.91000366210938, + 71.27999877929688, + 70.77000427246094, + 138.19000244140625, + 172.9600067138672, + 199.19000244140625, + 244.99000549316406, + 296.4700012207031, + 349.4200134277344, + 429.92999267578125, + 475.2099914550781, + 543.4599609375, + 634.2999877929688, + 678.3599853515625, + 720.2799682617188, + 730.25, + 739.8399658203125, + 759.5199584960938, + 793.5, + 781.1299438476562, + 811.5499877929688, + 812.739990234375, + 799.0199584960938, + 847.7099609375, + 796.739990234375, + 784.6599731445312, + 781.4599609375, + 811.8699951171875, + 815.7999877929688, + 815.7999877929688, + 849.8099975585938, + 866.5099487304688, + 886.2099609375, + 927.8499755859375, + 907.6299438476562, + 930.449951171875, + 942.7699584960938, + 952.1299438476562, + 948.0599975585938, + 948.0599975585938, + 948.0599975585938, + 958.0199584960938, + 958.0199584960938, + 964.5399780273438, + 967.3699951171875, + 968.2999877929688, + 968.2999877929688, + 940.9599609375, + 927.8299560546875, + 912.3399658203125, + 907.7699584960938, + 732.3699951171875, + 696.4599609375, + 696.4599609375, + 719.6299438476562, + 726.4099731445312, + 739.5499877929688, + 747.5899658203125, + 752.1599731445312, + 804.5799560546875, + 863.8799438476562, + 933.5199584960938, + 985.8199462890625, + 985.8199462890625, + 985.3799438476562, + 985.3799438476562, + 985.3799438476562, + 985.3799438476562, + 985.3799438476562, + 977.8099975585938, + 974.6199951171875, + 968.25, + 968.25, + 957.0899658203125, + 957.0899658203125, + 942.5, + 892.6499633789062, + 807.5599975585938, + 788.0699462890625, + 756.5099487304688, + 728.9599609375, + 691.739990234375, + 675.47998046875, + 688.3299560546875, + 716.7699584960938, + 761.7699584960938, + 793.9299926757812, + 799.9599609375, + 759.5199584960938, + 769.469970703125, + 770.739990234375, + 749.3299560546875, + 753.4099731445312, + 734.2699584960938, + 738.43994140625, + 749.0499877929688, + 792.0699462890625, + 847.489990234375, + 849.8899536132812, + 893.1199951171875, + 906.0499877929688, + 905.949951171875, + 914.3799438476562, + 916.4599609375, + 913.0399780273438, + 913.0399780273438, + 925.25, + 939.0199584960938, + 948.6199951171875, + 965.1399536132812, + 971.72998046875, + 984.47998046875, + 991.2999877929688, + 963.3799438476562, + 955.0199584960938, + 945.2699584960938, + 945.2699584960938, + 945.2699584960938, + 945.2699584960938, + 945.2699584960938, + 943.3499755859375, + 933.6499633789062, + 962.0399780273438, + 964.3599853515625, + 972.719970703125, + 982.469970703125, + 982.469970703125, + 978.6199951171875, + 978.6199951171875, + 969.239990234375, + 978.93994140625, + 978.93994140625, + 978.93994140625, + 979.5699462890625, + 960.8199462890625, + 960.8199462890625, + 936.6599731445312, + 936.6599731445312, + 936.5999755859375, + 921.1199951171875, + 868.2899780273438, + 858.3299560546875, + 844.6699829101562, + 847.5799560546875, + 849.7899780273438, + 854.5199584960938, + 848.719970703125, + 865.8399658203125, + 875.5599975585938, + 882.719970703125, + 925.7999877929688, + 925.469970703125, + 847.2099609375, + 852.4099731445312, + 852.4099731445312, + 857.8199462890625, + 857.8199462890625, + 857.8199462890625, + 851.47998046875, + 851.47998046875, + 864.1299438476562, + 916.5099487304688, + 909.1199951171875, + 900.5899658203125, + 900.97998046875, + 895.1399536132812, + 883.9299926757812, + 881.8799438476562, + 892.0999755859375, + 907.6299438476562, + 930.489990234375, + 946.7899780273438, + 934.9299926757812, + 942.6599731445312, + 942.6599731445312, + 929.5999755859375, + 942.0599975585938, + 942.0599975585938, + 949.22998046875, + 942.8799438476562, + 940.7799682617188, + 960.4299926757812, + 962.7999877929688, + 962.7999877929688, + 962.7999877929688, + 972.2899780273438, + 974.5899658203125, + 974.5899658203125, + 974.5899658203125, + 980.93994140625, + 980.93994140625, + 983.0399780273438, + 985.3099975585938, + 985.3099975585938, + 960.239990234375, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 944.9199829101562, + 946.5499877929688, + 979.6299438476562, + 972.1299438476562, + 972.1299438476562, + 969.5099487304688, + 969.5099487304688, + 969.5099487304688, + 969.5099487304688, + 975.7599487304688, + 984.5999755859375, + 981.5, + 966.5999755859375, + 974.0999755859375, + 970.1099853515625, + 963.72998046875, + 952.469970703125, + 944.2999877929688, + 944.2999877929688, + 939.7799682617188, + 939.7799682617188, + 946.739990234375, + 934.0799560546875, + 934.0799560546875, + 942.8099975585938, + 949.2099609375, + 886.0499877929688, + 873.469970703125, + 877.989990234375, + 877.989990234375, + 877.989990234375, + 901.68994140625, + 901.68994140625, + 905.949951171875, + 910.8099975585938, + 922.969970703125, + 977.3599853515625, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 992.43994140625, + 980.5399780273438, + 957.43994140625, + 951.3699951171875, + 935.0999755859375, + 840.47998046875, + 691.7899780273438, + 674.1299438476562, + 568.719970703125, + 460.9700012207031, + 486.5400085449219, + 504.6499938964844, + 544.8699951171875, + 593.4199829101562, + 603.3699951171875, + 677.2099609375, + 739.199951171875, + 799.4099731445312, + 875.5899658203125, + 890.22998046875, + 920.4299926757812, + 950.1199951171875, + 982.8099975585938, + 994.719970703125, + 994.719970703125, + 986.97998046875, + 970.8599853515625, + 959.8099975585938, + 939.949951171875, + 807.5599975585938, + 798.0299682617188, + 797.469970703125, + 797.469970703125, + 797.469970703125, + 814.7599487304688, + 819.9199829101562, + 819.0099487304688, + 874.3899536132812, + 901.5099487304688, + 959.3699951171875, + 968.8999633789062, + 968.8999633789062, + 969.4599609375, + 969.4599609375, + 970.22998046875, + 975.1099853515625, + 992.3199462890625, + 956.7699584960938, + 933.6099853515625, + 851.18994140625, + 243.79000854492188, + 207.5800018310547, + 174.5, + 182.1199951171875, + 63.86000061035156, + 91.38999938964844, + 155.6699981689453, + 182.6199951171875, + 132.79000854492188, + 159.52999877929688, + 176.02000427246094, + 243.04000854492188, + 294.489990234375, + 361.5, + 350.6400146484375, + 333.8600158691406, + 363.9100036621094, + 377.5, + 432.44000244140625, + 498.1000061035156, + 541.2599487304688, + 525.4099731445312, + 557.719970703125, + 558.2799682617188, + 624.5799560546875, + 637.5699462890625, + 681.5, + 722.4599609375, + 737.7699584960938, + 806.8999633789062, + 796.8699951171875, + 851.7699584960938, + 856.1199951171875, + 862.7699584960938, + 870.7999877929688, + 882.4299926757812, + 891.8799438476562, + 909.1299438476562, + 918.9199829101562, + 952.6799926757812, + 987.93994140625, + 987.93994140625, + 987.93994140625, + 977.3299560546875, + 959.1699829101562, + 878.3599853515625, + 837.719970703125, + 833.3799438476562, + 833.3799438476562, + 826.47998046875, + 814.2999877929688, + 806.3099975585938, + 830.7799682617188, + 850.4099731445312, + 889.3099975585938, + 954.969970703125, + 963.3099975585938, + 967.6499633789062, + 968.699951171875, + 974.5499877929688, + 986.72998046875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 6.286115967668593e-05, + 4.323522443883121e-05, + 3.827829277724959e-05, + 3.4393626265227795e-05, + 2.9194578019087203e-05, + 2.5191351596731693e-05, + 2.2193724362296052e-05, + 1.9698933101608418e-05, + 1.7622485756874084e-05, + 1.5903488019830547e-05, + 1.4399593965208624e-05, + 1.3191958714742213e-05, + 1.2159083780716173e-05, + 1.1246393114561215e-05, + 1.0492444744159002e-05, + 9.855803909886163e-06, + 9.327674888481852e-06, + 8.87790520209819e-06, + 8.482309567625634e-06, + 8.123990482999943e-06, + 7.814090167812537e-06, + 7.527964953624178e-06, + 7.271314188983524e-06, + 7.042897323117359e-06, + 6.822418527008267e-06, + 6.632561508013168e-06, + 6.459415544668445e-06, + 6.2988378886075225e-06, + 6.14316468272591e-06, + 5.99698796577286e-06, + 5.8599507610779256e-06, + 5.725964456360089e-06, + 5.597704330284614e-06, + 5.474418230733136e-06, + 5.353121650841786e-06, + 5.241416602075333e-06, + 5.133327249495778e-06, + 5.0298526730330195e-06, + 4.93097422804567e-06, + 4.837625965592451e-06, + 4.748922492581187e-06, + 4.6644718167954125e-06, + 4.5831116040062625e-06, + 4.505443030211609e-06, + 4.430694389156997e-06, + 4.3589498091023415e-06, + 4.290136075724149e-06, + 4.2241144910804e-06, + 4.162435288890265e-06, + 4.103833362023579e-06, + 4.048212758789305e-06, + 3.9947185541677754e-06, + 3.952769020543201e-06, + 3.913756245310651e-06, + 3.875561105814995e-06, + 3.836939868051559e-06, + 3.7988086205587024e-06, + 3.7608488128171302e-06, + 3.7233380680845585e-06, + 3.686446234496543e-06, + 3.6479111713560997e-06, + 3.60759804607369e-06, + 3.5652585665957304e-06, + 3.521894768709899e-06, + 3.479859287836007e-06, + 3.439102783886483e-06, + 3.399543629711843e-06, + 3.361122708156472e-06, + 3.3237865864066407e-06, + 3.287484560132725e-06, + 3.2524351354368264e-06, + 3.2184209430852206e-06, + 3.1854981443757424e-06, + 3.15340435008693e-06, + 3.1224594749801327e-06, + 3.092256747549982e-06, + 3.0632090783910826e-06, + 3.0363016776391305e-06, + 3.012432443938451e-06, + 2.9895477382524405e-06, + 2.9679431463591754e-06, + 2.947447455881047e-06, + 2.928278036051779e-06, + 2.9098105187586043e-06, + 2.8912429570482345e-06, + 2.8721767648676177e-06, + 2.852215402526781e-06, + 2.8317431315372232e-06, + 2.8114525321143446e-06, + 2.792490477077081e-06, + 2.773571395664476e-06, + 2.7549085643840954e-06, + 2.737032218647073e-06, + 2.7193179903406417e-06, + 2.7022972517443122e-06, + 2.6854163479583804e-06, + 2.668531124072615e-06, + 2.6509351300774142e-06, + 2.632403266034089e-06, + 2.6141219677811023e-06, + 2.595232444946305e-06, + 2.5763999929040438e-06, + 2.557894049459719e-06, + 2.539536581025459e-06, + 2.5214519610017305e-06, + 2.5037393243110273e-06, + 2.4863222733984003e-06, + 2.4689663860044675e-06, + 2.4516477878933074e-06, + 2.4344474240933778e-06, + 2.417245013930369e-06, + 2.400220864728908e-06, + 2.383268565608887e-06, + 2.3664913442189572e-06, + 2.3504589989897795e-06, + 2.334822738703224e-06, + 2.3195902940642554e-06, + 2.304594772795099e-06, + 2.2898295810591662e-06, + 2.2752894892619224e-06, + 2.2609690404351568e-06, + 2.2468909719464136e-06, + 2.2331621494231513e-06, + 2.2192243704921566e-06, + 2.2054612145439023e-06, + 2.1917849153396674e-06, + 2.1781775103590917e-06, + 2.1647720132023096e-06, + 2.151615490220138e-06, + 2.138649733751663e-06, + 2.125991613866063e-06, + 2.113388063662569e-06, + 2.1009625470469473e-06, + 2.088711198666715e-06, + 2.0766221950907493e-06, + 2.064925865852274e-06, + 2.0533852875814773e-06, + 2.042281494141207e-06, + 2.0313186723797116e-06, + 2.020494321186561e-06, + 2.009980562434066e-06, + 2.000185531869647e-06, + 1.9906103716493817e-06, + 1.9812891878245864e-06, + 1.9720355339813977e-06, + 1.962856231330079e-06, + 1.9537237676559016e-06, + 1.944749101312482e-06, + 1.9356900793354725e-06, + 1.9266276467533316e-06, + 1.9175897705281386e-06, + 1.9082162907579914e-06, + 1.898952746159921e-06, + 1.8905632259702543e-06, + 1.8822071297108778e-06, + 1.8739350480245776e-06, + 1.8656937754712999e-06, + 1.8575350395622081e-06, + 1.8494574760552496e-06, + 1.8415186104903114e-06, + 1.833657051975024e-06, + 1.8257567262480734e-06, + 1.8174629303757683e-06, + 1.8093221569870366e-06, + 1.8013408862316282e-06, + 1.7934373772732215e-06, + 1.7856641534308437e-06, + 1.778064074642316e-06, + 1.7705557411318296e-06, + 1.7630343336350052e-06, + 1.7554574469613726e-06, + 1.7477680103183957e-06, + 1.7400242313669878e-06, + 1.7324557575193467e-06, + 1.7249025177079602e-06, + 1.7174259028251981e-06, + 1.7101266394092818e-06, + 1.7028029333232553e-06, + 1.695552214187046e-06, + 1.6883188891370082e-06, + 1.6812051626402535e-06, + 1.6741768149586278e-06, + 1.6670721834088909e-06, + 1.66002064361237e-06, + 1.65303890753421e-06, + 1.6461256109323585e-06, + 1.639212769077858e-06, + 1.6323516547345207e-06, + 1.6255576156254392e-06, + 1.6188297422559117e-06, + 1.6121239241329022e-06, + 1.6054831348810694e-06, + 1.5988923678378342e-06, + 1.5923500313874683e-06, + 1.5858702226978494e-06, + 1.5796146044522175e-06, + 1.5734177623016876e-06, + 1.5672773088226677e-06, + 1.561192675580969e-06, + 1.5551628393950523e-06, + 1.5491872318307287e-06, + 1.5432648297064588e-06, + 1.5373949509012164e-06, + 1.5316678627641522e-06, + 1.5259805650202907e-06, + 1.5201461565084173e-06, + 1.5144075860007433e-06, + 1.5087194924490177e-06, + 1.5030960867079557e-06, + 1.4975214526202762e-06, + 1.4919947943781153e-06, + 1.4865155435472843e-06, + 1.481048229834414e-06, + 1.4755787560716271e-06, + 1.4701732879984775e-06, + 1.4648948081230628e-06, + 1.4596199662264553e-06, + 1.4544104942615377e-06, + 1.4492778745989199e-06, + 1.4442464362218743e-06, + 1.4392978755495278e-06, + 1.4343884231493575e-06, + 1.4295405890152324e-06, + 1.4247304989112308e-06, + 1.4199223414834705e-06, + 1.4152150242807693e-06, + 1.4105435184319504e-06, + 1.4058642818781664e-06, + 1.4011894791110535e-06, + 1.3968576695333468e-06, + 1.3926168094258173e-06, + 1.3883833389627398e-06, + 1.384178972330119e-06, + 1.3800031410937663e-06, + 1.3757443184658769e-06, + 1.3715152817894705e-06, + 1.3672961358679458e-06, + 1.3630839248435223e-06, + 1.3588457932200981e-06, + 1.3543908607971389e-06, + 1.3498915905074682e-06, + 1.3454269947033026e-06, + 1.340996732324129e-06, + 1.3366103530643159e-06, + 1.332309238932794e-06, + 1.3281403425935423e-06, + 1.3240274938652874e-06, + 1.3200135526858503e-06, + 1.3164291203793255e-06, + 1.3134945220372174e-06, + 1.3106480309943436e-06, + 1.3082561736155185e-06, + 1.306323497374251e-06, + 1.3042888440395473e-06, + 1.3021845006733201e-06, + 1.2999195178053924e-06, + 1.2974614946870133e-06, + 1.2949716392540722e-06, + 1.2921888128403225e-06, + 1.2891655387647916e-06, + 1.285913413084927e-06, + 1.2823722954635741e-06, + 1.2787945706804749e-06, + 1.2751193025906105e-06, + 1.2713508112938143e-06, + 1.2674796607825556e-06, + 1.2635895245693973e-06, + 1.2597270142578054e-06, + 1.2559215747387498e-06, + 1.2522042425189284e-06, + 1.2485539855333627e-06, + 1.2450030908439658e-06, + 1.2419702670740662e-06, + 1.2389893981890054e-06, + 1.2360261507637915e-06, + 1.2330785921221832e-06, + 1.2301463812036673e-06, + 1.227166535500146e-06, + 1.2241839613125194e-06, + 1.2212206002004677e-06, + 1.2180745443401975e-06, + 1.2148500445618993e-06, + 1.2114401215512771e-06, + 1.2080184887963696e-06, + 1.2046191386616556e-06, + 1.2012397974103806e-06, + 1.1978825114056235e-06, + 1.1945439837290905e-06, + 1.1912103445865796e-06, + 1.1878398709086468e-06, + 1.1846109373436775e-06, + 1.1814795470854733e-06, + 1.1786409004344023e-06, + 1.1778301995946094e-06, + 1.1771403478633147e-06, + 1.176560317617259e-06, + 1.1759551625800668e-06, + 1.1757430229408783e-06, + 1.175438910649973e-06, + 1.1749208397304756e-06, + 1.1743131835828535e-06, + 1.1738712828446296e-06, + 1.1733403653124697e-06, + 1.1727545370376902e-06, + 1.171945996247814e-06, + 1.170967152575031e-06, + 1.1697671880028793e-06, + 1.168605081147689e-06, + 1.1675001587718725e-06, + 1.1662975794024533e-06, + 1.1650522537820507e-06, + 1.1636284398264252e-06, + 1.1619923725447734e-06, + 1.1602195399973425e-06, + 1.1585037782424479e-06, + 1.1566878583835205e-06, + 1.1548758038770757e-06, + 1.1528554750839248e-06, + 1.1508006991789443e-06, + 1.1486129096738296e-06, + 1.1463032478786772e-06, + 1.1439550462455372e-06, + 1.1413990250730421e-06, + 1.1388872280804208e-06, + 1.136215928454476e-06, + 1.1335453109495575e-06, + 1.1308682132948888e-06, + 1.1281806564511498e-06, + 1.1254719538555946e-06, + 1.1227492677789996e-06, + 1.119989292419632e-06, + 1.1172154472660623e-06, + 1.1143561096105259e-06, + 1.1114088920294307e-06, + 1.1084796369686956e-06, + 1.1055683444283204e-06, + 1.1027054824808147e-06, + 1.0999125379385077e-06, + 1.0973689086313243e-06, + 1.0949554507533321e-06, + 1.0925662081717746e-06, + 1.0901886753345025e-06, + 1.087842292690766e-06, + 1.0855413847821183e-06, + 1.083273787116923e-06, + 1.0809483228513272e-06, + 1.0785795439005597e-06, + 1.0761149269455927e-06, + 1.0734825082181487e-06, + 1.070842245098902e-06, + 1.0682049378374359e-06, + 1.0655799087544437e-06, + 1.0629538564899121e-06, + 1.0603102964523714e-06, + 1.0576607110124314e-06, + 1.0550262459219084e-06, + 1.05240701486764e-06, + 1.049802790475951e-06, + 1.0472134590600035e-06, + 1.0446389069329598e-06, + 1.0420787930343067e-06, + 1.0395333447377197e-06, + 1.0370022209826857e-06, + 1.0344851943955291e-06, + 1.03198226497625e-06, + 1.0294934327248484e-06, + 1.027018356580811e-06, + 1.024557036544138e-06, + 1.022109245241154e-06, + 1.0196749826718587e-06, + 1.0172541351494147e-06, + 1.0148463616133085e-06, + 1.0124517757503781e-06, + 1.0100703775606235e-06, + 1.0077017122966936e-06, + 1.0053458936454263e-06, + 1.0030028079199838e-06, + 1.0006722277466906e-06, + 9.983540394387092e-07, + 9.96048356682877e-07, + 9.937548384186812e-07, + 9.914735983329592e-07, + 9.89204295365198e-07, + 9.869469295153976e-07, + 9.84701500783558e-07, + 9.824678954828414e-07, + 9.802457725527347e-07, + 9.780352456800756e-07, + 9.758362011780264e-07, + 9.736485253597493e-07, + 9.714721045384067e-07, + 9.693069387139985e-07, + 9.671528005128494e-07, + 9.650096899349592e-07, + 9.628774932934903e-07, + 9.60756096901605e-07, + 9.58645500759303e-07, + 9.565454774929094e-07, + 9.544560271024238e-07 + ], + "training_efficiencies": [ + 0.00032894735340960324, + 0.00020364762167446315, + 0.00013991413288749754, + 0.00012366235023364425, + 0.00011107440514024347, + 9.41648831940256e-05, + 8.122013241518289e-05, + 7.149930024752393e-05, + 6.344378925859928e-05, + 5.6722969020484015e-05, + 5.1178587455069646e-05, + 4.631751653505489e-05, + 4.242596332915127e-05, + 3.9090871723601595e-05, + 3.615181412897073e-05, + 3.3719363273121417e-05, + 3.166253736708313e-05, + 2.9960796382511035e-05, + 2.8509584808489308e-05, + 2.7236064852331765e-05, + 2.6081077521666884e-05, + 2.5084113076445647e-05, + 2.416254937998019e-05, + 2.333732118131593e-05, + 2.2602076569455676e-05, + 2.1893432858632877e-05, + 2.1282605302985758e-05, + 2.072626921290066e-05, + 2.0209850845276378e-05, + 1.9709779735421762e-05, + 1.9239827452111058e-05, + 1.8798948076437227e-05, + 1.836834053392522e-05, + 1.795586467778776e-05, + 1.7559763364261016e-05, + 1.7169812053907663e-05, + 1.6811009118100628e-05, + 1.6463616702822037e-05, + 1.6131321899592876e-05, + 1.5813611753401347e-05, + 1.5513891412410885e-05, + 1.5228935808409005e-05, + 1.4957825442252215e-05, + 1.4696509424538817e-05, + 1.4447206012846436e-05, + 1.420716398570221e-05, + 1.3976902664580848e-05, + 1.375595365971094e-05, + 1.354388314211974e-05, + 1.334586977463914e-05, + 1.3157666217011865e-05, + 1.297912785958033e-05, + 1.2807354323740583e-05, + 1.2672715456574224e-05, + 1.2547460755740758e-05, + 1.2424887245288119e-05, + 1.230090310855303e-05, + 1.217854514834471e-05, + 1.2056700143148191e-05, + 1.193634216178907e-05, + 1.1817935956059955e-05, + 1.1694301065290347e-05, + 1.1564927262952551e-05, + 1.1429013284214307e-05, + 1.1289860594843049e-05, + 1.1154938874824438e-05, + 1.1024164450645912e-05, + 1.0897201718762517e-05, + 1.077393153536832e-05, + 1.0654114703356754e-05, + 1.0537651178310625e-05, + 1.0425181244499981e-05, + 1.0316065527149476e-05, + 1.021042771753855e-05, + 1.0107477464771364e-05, + 1.0008193385147024e-05, + 9.911315828503575e-06, + 9.818124453886412e-06, + 9.731820682645775e-06, + 9.655247595219407e-06, + 9.581818630977068e-06, + 9.51251422520727e-06, + 9.446755939279683e-06, + 9.385265911987517e-06, + 9.326017789135221e-06, + 9.266462257073727e-06, + 9.205296919390094e-06, + 9.14127394935349e-06, + 9.07560115592787e-06, + 9.010526810016017e-06, + 8.949701623350848e-06, + 8.88902650331147e-06, + 8.829164471535478e-06, + 8.771836291998625e-06, + 8.715019248484168e-06, + 8.660418643557932e-06, + 8.60627642396139e-06, + 8.552113285986707e-06, + 8.4956809587311e-06, + 8.436239113507327e-06, + 8.37761126604164e-06, + 8.317023457493633e-06, + 8.256630280811805e-06, + 8.197276656574104e-06, + 8.13840870250715e-06, + 8.080408406385686e-06, + 8.023610462259967e-06, + 7.967753845150582e-06, + 7.912100954854395e-06, + 7.856560841901228e-06, + 7.801409083185717e-06, + 7.74624368204968e-06, + 7.691643986618146e-06, + 7.637282578798477e-06, + 7.583476417494239e-06, + 7.5320672294765245e-06, + 7.481921329599572e-06, + 7.433078735630261e-06, + 7.384989658021368e-06, + 7.33764682081528e-06, + 7.291020665434189e-06, + 7.245104825415183e-06, + 7.199961146397982e-06, + 7.1559438765689265e-06, + 7.111251306923805e-06, + 7.067123988235835e-06, + 7.0232717916951515e-06, + 6.979635600146139e-06, + 6.936653335287701e-06, + 6.89446414980921e-06, + 6.852892056485871e-06, + 6.812303126935149e-06, + 6.771893367840676e-06, + 6.732051133440109e-06, + 6.69277187625994e-06, + 6.6540092120703775e-06, + 6.616510290768929e-06, + 6.579507953574648e-06, + 6.543909876199905e-06, + 6.508760179713136e-06, + 6.4740584093669895e-06, + 6.4403498072351795e-06, + 6.408949047909118e-06, + 6.378249963745475e-06, + 6.348363058350515e-06, + 6.318695341178682e-06, + 6.28926409262931e-06, + 6.2599860939371865e-06, + 6.231211500562495e-06, + 6.202169060998131e-06, + 6.173113888507942e-06, + 6.1441401157935616e-06, + 6.11408813711023e-06, + 6.08439131610794e-06, + 6.057494829292409e-06, + 6.030707936588442e-06, + 6.004188435326796e-06, + 5.977770342724398e-06, + 5.95161418459611e-06, + 5.925717232457828e-06, + 5.900266387470765e-06, + 5.875062015547883e-06, + 5.849735771334963e-06, + 5.8231462389812805e-06, + 5.797049652755959e-06, + 5.77146238356363e-06, + 5.746126589656342e-06, + 5.721207344322465e-06, + 5.696845164493425e-06, + 5.672774932463653e-06, + 5.648664682667004e-06, + 5.624375717161456e-06, + 5.599727501248708e-06, + 5.574903752858518e-06, + 5.550643891183427e-06, + 5.526431323232828e-06, + 5.502462954609655e-06, + 5.479064384417143e-06, + 5.455586688185576e-06, + 5.432344551081769e-06, + 5.409157438407419e-06, + 5.386355041991919e-06, + 5.363824584492249e-06, + 5.341051291907206e-06, + 5.318447165336693e-06, + 5.296068138704868e-06, + 5.273907390801469e-06, + 5.251749371382175e-06, + 5.229755970503902e-06, + 5.207979484112002e-06, + 5.186414455238264e-06, + 5.16491809321451e-06, + 5.143632279214216e-06, + 5.122504717292031e-06, + 5.101534497953253e-06, + 5.080763457954163e-06, + 5.060712283011526e-06, + 5.040848918724805e-06, + 5.021167453378439e-06, + 5.001663794246269e-06, + 4.982337031833595e-06, + 4.963183073414257e-06, + 4.944201009493554e-06, + 4.9253862925979774e-06, + 4.907030870526796e-06, + 4.88880095872446e-06, + 4.870101292908657e-06, + 4.8517081268073525e-06, + 4.833475486520911e-06, + 4.815451575268526e-06, + 4.797582732862793e-06, + 4.7798689593037125e-06, + 4.762306616612477e-06, + 4.7447824726987164e-06, + 4.727251507574692e-06, + 4.709926997747971e-06, + 4.693008577305591e-06, + 4.676102435041685e-06, + 4.659405476559186e-06, + 4.642955445888219e-06, + 4.626828740583733e-06, + 4.6109685172268655e-06, + 4.595232894644141e-06, + 4.579694632411702e-06, + 4.564277787721949e-06, + 4.5488664000004064e-06, + 4.533779701887397e-06, + 4.518806690612109e-06, + 4.503809577727225e-06, + 4.4888261072628666e-06, + 4.474942670640303e-06, + 4.461350272322306e-06, + 4.447782430361258e-06, + 4.434306902112439e-06, + 4.4209241423232015e-06, + 4.407274445838993e-06, + 4.393721610540524e-06, + 4.380198788567213e-06, + 4.366699613456149e-06, + 4.35311631008517e-06, + 4.338838152762037e-06, + 4.324418569012778e-06, + 4.310109488869784e-06, + 4.295910912333056e-06, + 4.281852852727752e-06, + 4.268068096280331e-06, + 4.254706709616585e-06, + 4.2415258576511405e-06, + 4.2286610550945625e-06, + 4.2171736822638195e-06, + 4.207768597552786e-06, + 4.198646365694003e-06, + 4.19098068960011e-06, + 4.1847865759336855e-06, + 4.178265498921974e-06, + 4.1715211409609765e-06, + 4.164262463746127e-06, + 4.15638442063937e-06, + 4.148404968873365e-06, + 4.139486009080429e-06, + 4.129797162022442e-06, + 4.119374807487475e-06, + 4.108026132598752e-06, + 4.096560132893501e-06, + 4.0847821765055414e-06, + 4.072704996360699e-06, + 4.060299033881165e-06, + 4.047832135256613e-06, + 4.035453912365483e-06, + 4.02325849790941e-06, + 4.011345936305588e-06, + 3.999648015451385e-06, + 3.9882675082481e-06, + 3.9785491026123054e-06, + 3.968995770264883e-06, + 3.9594997360836715e-06, + 3.950053724111058e-06, + 3.940657279599691e-06, + 3.931107585231075e-06, + 3.9215492506627925e-06, + 3.9120523069868796e-06, + 3.901970558217727e-06, + 3.8916373341635335e-06, + 3.880709755321732e-06, + 3.8697444324498065e-06, + 3.858851414406672e-06, + 3.848022515740013e-06, + 3.837262738670688e-06, + 3.826564352493733e-06, + 3.8158809729793575e-06, + 3.805079813901102e-06, + 3.794732265305356e-06, + 3.7846973555133445e-06, + 3.7756003621325362e-06, + 3.773002390516922e-06, + 3.770791408896912e-06, + 3.76893331122119e-06, + 3.766993813769659e-06, + 3.766313511732733e-06, + 3.765339442907134e-06, + 3.763679387702723e-06, + 3.761732159546227e-06, + 3.7603160762955667e-06, + 3.758614639082225e-06, + 3.7567374420177657e-06, + 3.7541462916124146e-06, + 3.751009444386e-06, + 3.747164100786904e-06, + 3.743439947356819e-06, + 3.739899284482817e-06, + 3.73604552805773e-06, + 3.7320548926800257e-06, + 3.7274921851349063e-06, + 3.7222496303002117e-06, + 3.7165682442719117e-06, + 3.711070121426019e-06, + 3.7052511743240757e-06, + 3.699444732774282e-06, + 3.6929704947397113e-06, + 3.6863859804725507e-06, + 3.679375140563934e-06, + 3.671974127428257e-06, + 3.664449650386814e-06, + 3.6562589684763225e-06, + 3.648209940365632e-06, + 3.6396500036062207e-06, + 3.6310921132098883e-06, + 3.622513304435415e-06, + 3.6139015264780028e-06, + 3.6052215364179574e-06, + 3.5964972084912006e-06, + 3.5876532820111606e-06, + 3.578764790290734e-06, + 3.569602313291398e-06, + 3.5601585750555387e-06, + 3.550772134985891e-06, + 3.54144276570878e-06, + 3.5322691473993473e-06, + 3.5233194921602262e-06, + 3.515169055390288e-06, + 3.5074349398200866e-06, + 3.499779268167913e-06, + 3.492160885798512e-06, + 3.4846420930989552e-06, + 3.4772690469253575e-06, + 3.470002866379218e-06, + 3.462551148913917e-06, + 3.4549607335065957e-06, + 3.4470631362637505e-06, + 3.4386284823995084e-06, + 3.4301676805625902e-06, + 3.421717110541067e-06, + 3.41330564879172e-06, + 3.4048907764372416e-06, + 3.396419970158604e-06, + 3.387929382370203e-06, + 3.379488134669373e-06, + 3.3710953175614122e-06, + 3.3627507036726456e-06, + 3.3544536108820466e-06, + 3.3462040391896153e-06, + 3.3380008517269744e-06, + 3.3298442758677993e-06, + 3.3217336294910638e-06, + 3.3136689125967678e-06, + 3.3056492156902095e-06, + 3.2976743113977136e-06, + 3.2897432902245782e-06, + 3.281856379544479e-06, + 3.274012897236389e-06, + 3.2662126159266336e-06, + 3.2584557629888877e-06, + 3.250740974181099e-06, + 3.243068249503267e-06, + 3.2354373615817167e-06, + 3.2278476282954216e-06, + 3.2202990496443817e-06, + 3.2127911708812462e-06, + 3.2053237646323396e-06, + 3.197896376150311e-06, + 3.190508323314134e-06, + 3.1831596061238088e-06, + 3.1758497698319843e-06, + 3.168578587064985e-06, + 3.1613456030754605e-06, + 3.154150590489735e-06, + 3.146993321934133e-06, + 3.1398733426613035e-06, + 3.132790652671247e-06, + 3.125744342469261e-06, + 3.118734866802697e-06, + 3.111761316176853e-06, + 3.1048236905917292e-06, + 3.097921307926299e-06, + 3.0910546229279134e-06, + 3.0842227261018706e-06, + 3.0774256174481707e-06, + 3.0706628422194626e-06, + 3.063934173042071e-06, + 3.0572393825423205e-06 + ], + "stabilities": [ + 1.0, + 1.0, + 0.5616578459739685, + 0.9928451776504517, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844107627868652, + 1.0, + 1.0, + 0.9831187725067139, + 1.0, + 0.9398733377456665, + 0.9848381876945496, + 0.995921790599823, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9782076478004456, + 1.0, + 1.0, + 1.0, + 0.9957254528999329, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9717649221420288, + 0.9860461354255676, + 0.9833051562309265, + 0.994990885257721, + 0.8067792654037476, + 0.9509673714637756, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995536804199219, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9923177361488342, + 0.9967375993728638, + 0.9934641122817993, + 1.0, + 0.9884740114212036, + 1.0, + 0.9847559332847595, + 0.9471087455749512, + 0.904677152633667, + 0.9758654832839966, + 0.9599527716636658, + 0.9635827541351318, + 0.9489409923553467, + 0.9764940738677979, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9494474530220032, + 1.0, + 1.0, + 0.9722214341163635, + 1.0, + 0.9745954871177673, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999889612197876, + 1.0, + 1.0, + 0.9962682723999023, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9718348979949951, + 0.9913222193717957, + 0.9897907972335815, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997968852519989, + 0.9897174835205078, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960813522338867, + 1.0, + 0.990415096282959, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9808589220046997, + 1.0, + 0.9748548269271851, + 1.0, + 0.9999359250068665, + 0.9834721684455872, + 0.9426459074020386, + 0.9885291457176208, + 0.9840853810310364, + 1.0, + 1.0, + 1.0, + 0.9932125806808472, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996435046195984, + 0.9154375791549683, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926092028617859, + 1.0, + 1.0, + 1.0, + 0.9919368624687195, + 0.9906172752380371, + 1.0, + 0.9935181140899658, + 0.9874768853187561, + 0.9976807832717896, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9874734878540039, + 1.0, + 1.0, + 0.9861456155776978, + 1.0, + 1.0, + 1.0, + 0.9933103322982788, + 0.9977728128433228, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9745562076568604, + 0.9997604489326477, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9842814207077026, + 1.0, + 1.0, + 0.9923440217971802, + 1.0, + 0.9973049163818359, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968515634536743, + 0.9848191142082214, + 1.0, + 0.9959039092063904, + 0.9934234023094177, + 0.9883162379264832, + 0.9914222955703735, + 1.0, + 0.9952133893966675, + 1.0, + 1.0, + 0.9866277575492859, + 1.0, + 1.0, + 1.0, + 0.9334604740142822, + 0.9858021140098572, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977078437805176, + 0.9880093932151794, + 0.976441502571106, + 0.9936602115631104, + 0.9828983545303345, + 0.8988129496574402, + 0.8230891823768616, + 0.9744719862937927, + 0.8436355590820312, + 0.8105394840240479, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922189116477966, + 0.9836673736572266, + 0.9886183738708496, + 0.9793083667755127, + 0.8591521382331848, + 0.98819899559021, + 0.9992982745170593, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988901019096375, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9641748666763306, + 0.9757936000823975, + 0.9117189645767212, + 0.2864108681678772, + 0.8514704704284668, + 0.8406397104263306, + 1.0, + 0.3506479263305664, + 1.0, + 1.0, + 1.0, + 0.7271384000778198, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9699585437774658, + 0.9521446824073792, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9707165360450745, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875697493553162, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9892604947090149, + 0.981418788433075, + 0.9157500863075256, + 0.9537319540977478, + 0.9948192238807678, + 1.0, + 0.9917204976081848, + 0.9852628111839294, + 0.9901878833770752, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 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": [ + 3040.0, + 6240.0, + 9280.0, + 12480.0, + 15520.0, + 18720.0, + 21760.0, + 24960.0, + 28000.0, + 31200.0, + 34240.0, + 37440.0, + 40480.0, + 43680.0, + 46720.0, + 49920.0, + 53120.0, + 56160.0, + 59360.0, + 62400.0, + 65600.0, + 68640.0, + 71840.0, + 74880.0, + 78080.0, + 81120.0, + 84320.0, + 87360.0, + 90560.0, + 93600.0, + 96800.0, + 100000.0, + 103040.0, + 106240.0, + 109280.0, + 112480.0, + 115520.0, + 118720.0, + 121760.0, + 124960.0, + 128000.0, + 131200.0, + 134240.0, + 137440.0, + 140480.0, + 143680.0, + 146720.0, + 149920.0, + 153120.0, + 156160.0, + 159360.0, + 162400.0, + 165600.0, + 168640.0, + 171840.0, + 174880.0, + 178080.0, + 181120.0, + 184320.0, + 187360.0, + 190560.0, + 193600.0, + 196800.0, + 200000.0, + 203040.0, + 206240.0, + 209280.0, + 212480.0, + 215520.0, + 218720.0, + 221760.0, + 224960.0, + 228000.0, + 231200.0, + 234240.0, + 237440.0, + 240480.0, + 243680.0, + 246720.0, + 249920.0, + 253120.0, + 256160.0, + 259360.0, + 262400.0, + 265600.0, + 268640.0, + 271840.0, + 274880.0, + 278080.0, + 281120.0, + 284320.0, + 287360.0, + 290560.0, + 293600.0, + 296800.0, + 300000.0, + 303040.0, + 306240.0, + 309280.0, + 312480.0, + 315520.0, + 318720.0, + 321760.0, + 324960.0, + 328000.0, + 331200.0, + 334240.0, + 337440.0, + 340480.0, + 343680.0, + 346720.0, + 349920.0, + 353120.0, + 356160.0, + 359360.0, + 362400.0, + 365600.0, + 368640.0, + 371840.0, + 374880.0, + 378080.0, + 381120.0, + 384320.0, + 387360.0, + 390560.0, + 393600.0, + 396800.0, + 400000.0, + 403040.0, + 406240.0, + 409280.0, + 412480.0, + 415520.0, + 418720.0, + 421760.0, + 424960.0, + 428000.0, + 431200.0, + 434240.0, + 437440.0, + 440480.0, + 443680.0, + 446720.0, + 449920.0, + 453120.0, + 456160.0, + 459360.0, + 462400.0, + 465600.0, + 468640.0, + 471840.0, + 474880.0, + 478080.0, + 481120.0, + 484320.0, + 487360.0, + 490560.0, + 493600.0, + 496800.0, + 500000.0, + 503040.0, + 506240.0, + 509280.0, + 512480.0, + 515520.0, + 518720.0, + 521760.0, + 524960.0, + 528000.0, + 531200.0, + 534240.0, + 537440.0, + 540480.0, + 543680.0, + 546720.0, + 549920.0, + 553120.0, + 556160.0, + 559360.0, + 562400.0, + 565600.0, + 568640.0, + 571840.0, + 574880.0, + 578080.0, + 581120.0, + 584320.0, + 587360.0, + 590560.0, + 593600.0, + 596800.0, + 600000.0, + 603040.0, + 606240.0, + 609280.0, + 612480.0, + 615520.0, + 618720.0, + 621760.0, + 624960.0, + 628000.0, + 631200.0, + 634240.0, + 637440.0, + 640480.0, + 643680.0, + 646720.0, + 649920.0, + 653120.0, + 656160.0, + 659360.0, + 662400.0, + 665600.0, + 668640.0, + 671840.0, + 674880.0, + 678080.0, + 681120.0, + 684320.0, + 687360.0, + 690560.0, + 693600.0, + 696800.0, + 700000.0, + 703040.0, + 706240.0, + 709280.0, + 712480.0, + 715520.0, + 718720.0, + 721760.0, + 724960.0, + 728000.0, + 731200.0, + 734240.0, + 737440.0, + 740480.0, + 743680.0, + 746720.0, + 749920.0, + 753120.0, + 756160.0, + 759360.0, + 762400.0, + 765600.0, + 768640.0, + 771840.0, + 774880.0, + 778080.0, + 781120.0, + 784320.0, + 787360.0, + 790560.0, + 793600.0, + 796800.0, + 800000.0, + 803040.0, + 806240.0, + 809280.0, + 812480.0, + 815520.0, + 818720.0, + 821760.0, + 824960.0, + 828000.0, + 831200.0, + 834240.0, + 837440.0, + 840480.0, + 843680.0, + 846720.0, + 849920.0, + 853120.0, + 856160.0, + 859360.0, + 862400.0, + 865600.0, + 868640.0, + 871840.0, + 874880.0, + 878080.0, + 881120.0, + 884320.0, + 887360.0, + 890560.0, + 893600.0, + 896800.0, + 900000.0, + 903040.0, + 906240.0, + 909280.0, + 912480.0, + 915520.0, + 918720.0, + 921760.0, + 924960.0, + 928000.0, + 931200.0, + 934240.0, + 937440.0, + 940480.0, + 943680.0, + 946720.0, + 949920.0, + 953120.0, + 956160.0, + 959360.0, + 962400.0, + 965600.0, + 968640.0, + 971840.0, + 974880.0, + 978080.0, + 981120.0, + 984320.0, + 987360.0, + 990560.0, + 993600.0, + 996800.0, + 1000000.0, + 1003040.0, + 1006240.0, + 1009280.0, + 1012480.0, + 1015520.0, + 1018720.0, + 1021760.0, + 1024960.0, + 1028000.0, + 1031200.0, + 1034240.0, + 1037440.0, + 1040480.0, + 1043680.0, + 1046720.0, + 1049920.0, + 1053120.0, + 1056160.0, + 1059360.0, + 1062400.0, + 1065600.0, + 1068640.0, + 1071840.0, + 1074880.0, + 1078080.0, + 1081120.0, + 1084320.0, + 1087360.0, + 1090560.0, + 1093600.0, + 1096800.0, + 1100000.0, + 1103040.0, + 1106240.0, + 1109280.0, + 1112480.0, + 1115520.0, + 1118720.0, + 1121760.0, + 1124960.0, + 1128000.0, + 1131200.0, + 1134240.0, + 1137440.0, + 1140480.0, + 1143680.0, + 1146720.0, + 1149920.0, + 1153120.0, + 1156160.0, + 1159360.0, + 1162400.0, + 1165600.0, + 1168640.0, + 1171840.0, + 1174880.0, + 1178080.0, + 1181120.0, + 1184320.0, + 1187360.0, + 1190560.0, + 1193600.0, + 1196800.0, + 1200000.0, + 1203040.0, + 1206240.0, + 1209280.0, + 1212480.0, + 1215520.0, + 1218720.0, + 1221760.0, + 1224960.0, + 1228000.0, + 1231200.0, + 1234240.0, + 1237440.0, + 1240480.0, + 1243680.0, + 1246720.0, + 1249920.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_trial_metrics.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_trial_metrics.json new file mode 100644 index 0000000000000000000000000000000000000000..7534b4c21cf19ec8a209de8f224f095f3ab2d192 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_trial_metrics.json @@ -0,0 +1,9267 @@ +{ + "scalar": { + "frame": 4000000.0, + "total_reward_ma": 944.8744506835938, + "strength": 865.2865600585938, + "max_strength": 994.719970703125, + "final_strength": 992.7049560546875, + "sample_efficiency": 9.029071748045681e-07, + "training_efficiency": 2.8924116577400127e-06, + "stability": 0.9915070533752441, + "consistency": 0.7787916660308838 + }, + "local": { + "mean_returns": [ + [ + 36.5099983215332, + 74.58000183105469, + 135.5500030517578, + 110.47000122070312, + 130.47000122070312, + 242.02000427246094, + 342.82000732421875, + 97.80999755859375, + 117.73999786376953, + 258.3999938964844, + 309.8999938964844, + 408.3299865722656, + 505.67999267578125, + 565.8499755859375, + 390.45001220703125, + 286.92999267578125, + 168.52999877929688, + 164.74000549316406, + 223.60000610351562, + 322.7900085449219, + 411.5400085449219, + 436.8699951171875, + 512.6599731445312, + 564.260009765625, + 591.6099853515625, + 616.469970703125, + 662.9600219726562, + 686.280029296875, + 765.8900146484375, + 852.1900024414062, + 890.510009765625, + 714.0999755859375, + 587.489990234375, + 615.27001953125, + 604.47998046875, + 627.510009765625, + 636.4000244140625, + 646.9099731445312, + 706.6300048828125, + 748.6699829101562, + 850.1599731445312, + 928.97998046875, + 952.3699951171875, + 952.3699951171875, + 962.780029296875, + 952.9299926757812, + 944.6300048828125, + 946.7999877929688, + 953.9199829101562, + 963.260009765625, + 963.260009765625, + 963.260009765625, + 963.260009765625, + 948.27001953125, + 948.6500244140625, + 959.77001953125, + 980.6699829101562, + 985.010009765625, + 985.010009765625, + 985.010009765625, + 985.010009765625, + 985.010009765625, + 985.0999755859375, + 986.4500122070312, + 992.3599853515625, + 992.3599853515625, + 992.3599853515625, + 992.3599853515625, + 992.3599853515625, + 985.5999755859375, + 925.0999755859375, + 916.6300048828125, + 922.530029296875, + 922.530029296875, + 922.530029296875, + 916.9199829101562, + 896.0399780273438, + 881.8200073242188, + 874.8400268554688, + 931.0700073242188, + 923.7000122070312, + 915.9600219726562, + 898.5800170898438, + 877.9199829101562, + 819.1300048828125, + 816.3099975585938, + 813.739990234375, + 778.030029296875, + 751.8800048828125, + 761.3599853515625, + 723.4400024414062, + 724.02001953125, + 760.97998046875, + 767.8400268554688, + 756.4400024414062, + 741.77001953125, + 748.2999877929688, + 717.989990234375, + 749.739990234375, + 763.6400146484375, + 677.260009765625, + 710.75, + 719.4400024414062, + 727.7100219726562, + 709.4400024414062, + 601.780029296875, + 652.719970703125, + 676.0499877929688, + 691.0399780273438, + 673.0599975585938, + 667.6799926757812, + 678.9600219726562, + 734.030029296875, + 648.7999877929688, + 602.5599975585938, + 613.3900146484375, + 625.4500122070312, + 648.5, + 678.9199829101562, + 708.6799926757812, + 765.9299926757812, + 807.5999755859375, + 798.9199829101562, + 840.6500244140625, + 833.989990234375, + 856.3599853515625, + 856.3599853515625, + 858.0700073242188, + 883.6500244140625, + 883.6500244140625, + 903.4299926757812, + 972.280029296875, + 977.47998046875, + 977.47998046875, + 984.1400146484375, + 984.1400146484375, + 991.0499877929688, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 984.47998046875, + 1000.0, + 998.0499877929688, + 965.6300048828125, + 965.6300048828125, + 959.0999755859375, + 959.0999755859375, + 954.1799926757812, + 954.1799926757812, + 954.1799926757812, + 954.1799926757812, + 954.1799926757812, + 956.1300048828125, + 979.6699829101562, + 979.6699829101562, + 977.7000122070312, + 973.9099731445312, + 978.8300170898438, + 966.1300048828125, + 966.1300048828125, + 966.1300048828125, + 966.1300048828125, + 966.1300048828125, + 975.010009765625, + 970.6099853515625, + 981.1699829101562, + 981.1699829101562, + 981.1699829101562, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 993.8699951171875, + 1000.0, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 998.8300170898438, + 976.8599853515625, + 976.8599853515625, + 976.8599853515625, + 973.0499877929688, + 962.3800048828125, + 742.219970703125, + 674.7000122070312, + 667.25, + 667.25, + 667.25, + 681.72998046875, + 681.72998046875, + 714.0999755859375, + 752.6599731445312, + 824.72998046875, + 962.1300048828125, + 965.8400268554688, + 986.47998046875, + 986.47998046875, + 986.47998046875, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 984.3300170898438, + 991.6500244140625, + 987.1799926757812, + 984.1099853515625, + 984.1099853515625, + 986.260009765625, + 985.7999877929688, + 985.7999877929688, + 985.7999877929688, + 985.7999877929688, + 985.7999877929688, + 970.1199951171875, + 974.5900268554688, + 983.8599853515625, + 983.8599853515625, + 983.8599853515625, + 984.3200073242188, + 984.3200073242188, + 984.3200073242188, + 984.3200073242188, + 984.3200073242188, + 993.6500244140625, + 1000.0, + 1000.0, + 1000.0, + 995.77001953125, + 979.5700073242188, + 979.5700073242188, + 972.2899780273438, + 972.2899780273438, + 966.3099975585938, + 966.3099975585938, + 966.3099975585938, + 966.3099975585938, + 966.3099975585938, + 970.5399780273438, + 986.739990234375, + 986.739990234375, + 994.02001953125, + 994.02001953125, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 991.8499755859375, + 950.739990234375, + 942.3099975585938, + 942.3099975585938, + 933.3599853515625, + 917.77001953125, + 917.77001953125, + 917.77001953125, + 887.6500244140625, + 892.989990234375, + 886.010009765625, + 869.0700073242188, + 823.7999877929688, + 823.7999877929688, + 820.9600219726562, + 808.5399780273438, + 831.8699951171875, + 845.1500244140625, + 852.489990234375, + 887.780029296875, + 913.1099853515625, + 923.2100219726562, + 957.3400268554688, + 962.8800048828125, + 935.02001953125, + 943.4099731445312, + 933.77001953125, + 933.77001953125, + 933.77001953125, + 935.5900268554688, + 937.52001953125, + 941.8699951171875, + 951.1699829101562, + 951.1699829101562, + 984.0399780273438, + 968.72998046875, + 909.75, + 909.75, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 903.280029296875, + 927.9000244140625, + 949.510009765625, + 993.530029296875, + 993.530029296875, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 998.1400146484375, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 994.77001953125, + 989.8400268554688, + 984.97998046875, + 973.489990234375, + 926.1900024414062, + 898.1599731445312, + 898.1599731445312, + 898.1599731445312, + 898.1599731445312, + 903.3900146484375, + 908.3200073242188, + 913.1799926757812, + 924.6699829101562, + 940.1199951171875, + 974.3800048828125, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 994.02001953125, + 1000.0, + 1000.0, + 998.3300170898438, + 988.75, + 975.7999877929688, + 970.8599853515625, + 956.6699829101562, + 934.9000244140625, + 934.9000244140625, + 934.9000244140625, + 934.9000244140625, + 936.5700073242188, + 943.9299926757812, + 951.52001953125, + 964.0399780273438, + 964.0399780273438, + 978.22998046875, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0 + ], + [ + 45.9900016784668, + 55.290000915527344, + 97.38999938964844, + 150.32000732421875, + 163.38999938964844, + 237.0500030517578, + 286.510009765625, + 364.3999938964844, + 499.69000244140625, + 534.8599853515625, + 663.0, + 743.9400024414062, + 810.7899780273438, + 872.1500244140625, + 760.7899780273438, + 760.7899780273438, + 790.1599731445312, + 782.239990234375, + 777.0900268554688, + 797.7899780273438, + 797.7899780273438, + 811.3300170898438, + 670.4600219726562, + 643.4099731445312, + 656.47998046875, + 656.47998046875, + 656.47998046875, + 656.47998046875, + 656.47998046875, + 712.8400268554688, + 795.3699951171875, + 829.27001953125, + 963.2899780273438, + 963.2899780273438, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 692.1699829101562, + 701.6099853515625, + 830.5499877929688, + 572.0900268554688, + 572.0900268554688, + 572.0900268554688, + 464.8500061035156, + 397.55999755859375, + 475.239990234375, + 560.8499755859375, + 608.1500244140625, + 608.1500244140625, + 645.6699829101562, + 715.3900146484375, + 728.760009765625, + 783.510009765625, + 26.6200008392334, + 64.4800033569336, + 158.41000366210938, + 265.0899963378906, + 325.5299987792969, + 441.8599853515625, + 539.9400024414062, + 643.5800170898438, + 740.9600219726562, + 731.3800048828125, + 715.9500122070312, + 705.3400268554688, + 693.9600219726562, + 689.5999755859375, + 744.5499877929688, + 770.1599731445312, + 820.6500244140625, + 836.9299926757812, + 854.9000244140625, + 839.219970703125, + 863.5700073242188, + 879.8800048828125, + 896.3699951171875, + 795.3300170898438, + 693.1699829101562, + 624.0499877929688, + 624.0499877929688, + 639.3699951171875, + 623.1900024414062, + 589.0999755859375, + 583.6599731445312, + 595.9199829101562, + 576.1699829101562, + 517.9000244140625, + 519.3699951171875, + 515.5700073242188, + 537.52001953125, + 597.9600219726562, + 635.9199829101562, + 649.3800048828125, + 699.8499755859375, + 737.9600219726562, + 803.7999877929688, + 854.0800170898438, + 915.8900146484375, + 956.7999877929688, + 967.9099731445312, + 973.3499755859375, + 923.6599731445312, + 900.8699951171875, + 882.5800170898438, + 875.9099731445312, + 852.3499755859375, + 850.3699951171875, + 844.4199829101562, + 848.5499877929688, + 850.9500122070312, + 875.0, + 860.239990234375, + 828.8400268554688, + 816.3400268554688, + 828.8699951171875, + 831.3400268554688, + 823.1699829101562, + 823.97998046875, + 840.5399780273438, + 857.739990234375, + 891.9600219726562, + 922.25, + 956.1900024414062, + 976.3200073242188, + 976.3200073242188, + 981.8699951171875, + 983.6199951171875, + 985.1500244140625, + 974.0499877929688, + 974.0499877929688, + 974.0499877929688, + 974.0499877929688, + 972.7000122070312, + 972.7000122070312, + 966.510009765625, + 958.1099853515625, + 960.7000122070312, + 968.8699951171875, + 951.1400146484375, + 951.1400146484375, + 943.8499755859375, + 918.6300048828125, + 918.6300048828125, + 924.8200073242188, + 928.9099731445312, + 898.4299926757812, + 856.0, + 879.0800170898438, + 873.989990234375, + 877.1699829101562, + 903.739990234375, + 893.9199829101562, + 887.1799926757812, + 887.1799926757812, + 928.3599853515625, + 940.1099853515625, + 970.7899780273438, + 979.0599975585938, + 965.739990234375, + 965.739990234375, + 959.6900024414062, + 969.510009765625, + 976.25, + 976.52001953125, + 976.52001953125, + 976.52001953125, + 976.52001953125, + 976.52001953125, + 989.3099975585938, + 989.3099975585938, + 995.3599853515625, + 995.3599853515625, + 961.4000244140625, + 951.6500244140625, + 919.510009765625, + 883.5, + 868.3300170898438, + 872.969970703125, + 872.969970703125, + 872.969970703125, + 874.489990234375, + 897.6900024414062, + 907.4299926757812, + 939.5700073242188, + 948.0599975585938, + 975.5800170898438, + 990.75, + 990.75, + 990.75, + 980.9500122070312, + 901.5399780273438, + 897.1400146484375, + 897.1400146484375, + 897.1400146484375, + 897.1400146484375, + 897.1400146484375, + 888.489990234375, + 878.6699829101562, + 888.469970703125, + 947.3300170898438, + 967.9199829101562, + 981.530029296875, + 980.9500122070312, + 980.9500122070312, + 980.9500122070312, + 959.5999755859375, + 960.2100219726562, + 949.8300170898438, + 944.4500122070312, + 925.72998046875, + 925.72998046875, + 926.3099975585938, + 918.5, + 918.5, + 926.469970703125, + 944.6799926757812, + 934.0900268554688, + 939.489990234375, + 943.5700073242188, + 958.2100219726562, + 958.2100219726562, + 962.719970703125, + 966.02001953125, + 961.5999755859375, + 906.6500244140625, + 798.97998046875, + 763.1400146484375, + 699.5900268554688, + 692.9000244140625, + 677.1900024414062, + 681.6099853515625, + 712.75, + 752.3099975585938, + 799.4500122070312, + 859.6799926757812, + 891.0999755859375, + 905.6900024414062, + 951.969970703125, + 942.9099731445312, + 950.5599975585938, + 959.5499877929688, + 955.0499877929688, + 957.030029296875, + 953.5999755859375, + 947.5, + 956.8699951171875, + 956.8699951171875, + 956.8699951171875, + 966.8300170898438, + 973.989990234375, + 973.989990234375, + 981.4000244140625, + 981.4000244140625, + 993.9000244140625, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 998.6599731445312, + 995.2000122070312, + 986.6500244140625, + 986.6500244140625, + 986.6500244140625, + 976.719970703125, + 953.1199951171875, + 953.1199951171875, + 953.1199951171875, + 943.1900024414062, + 944.530029296875, + 956.5399780273438, + 942.030029296875, + 920.8900146484375, + 921.9000244140625, + 927.780029296875, + 935.760009765625, + 935.760009765625, + 935.760009765625, + 926.6099853515625, + 918.5599975585938, + 921.8699951171875, + 945.5999755859375, + 954.52001953125, + 954.52001953125, + 964.260009765625, + 964.260009765625, + 964.260009765625, + 974.3300170898438, + 979.9299926757812, + 987.97998046875, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 996.5900268554688, + 986.97998046875, + 969.0900268554688, + 960.1799926757812, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 954.2000122070312, + 963.8099975585938, + 994.02001953125, + 994.02001953125, + 992.6199951171875, + 988.010009765625, + 975.6400146484375, + 974.9299926757812, + 967.0599975585938, + 967.0599975585938, + 943.7999877929688, + 938.52001953125, + 931.4199829101562, + 931.4199829101562, + 941.52001953125, + 943.4099731445312, + 936.8300170898438, + 936.8300170898438, + 944.7000122070312, + 944.7000122070312, + 973.239990234375, + 973.239990234375, + 980.3400268554688, + 980.3400268554688, + 980.3400268554688, + 980.5900268554688, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 995.6599731445312, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0 + ], + [ + 26.899999618530273, + 62.11000061035156, + 38.90999984741211, + 102.26000213623047, + 120.30999755859375, + 175.61000061035156, + 122.06999969482422, + 134.1199951171875, + 230.77999877929688, + 240.47000122070312, + 191.52000427246094, + 212.75, + 311.760009765625, + 370.8800048828125, + 428.6000061035156, + 529.489990234375, + 582.719970703125, + 676.0499877929688, + 685.510009765625, + 675.8699951171875, + 622.6300048828125, + 560.3200073242188, + 577.0599975585938, + 563.489990234375, + 459.2200012207031, + 485.2900085449219, + 514.3800048828125, + 596.030029296875, + 565.8300170898438, + 585.760009765625, + 613.8900146484375, + 710.4199829101562, + 730.0800170898438, + 724.1799926757812, + 728.77001953125, + 739.7999877929688, + 791.780029296875, + 839.7999877929688, + 829.219970703125, + 834.0800170898438, + 879.8900146484375, + 907.9000244140625, + 918.6500244140625, + 948.6599731445312, + 958.97998046875, + 961.0599975585938, + 950.7899780273438, + 930.6699829101562, + 865.4299926757812, + 859.8599853515625, + 847.1300048828125, + 826.989990234375, + 826.989990234375, + 826.989990234375, + 848.8200073242188, + 851.25, + 854.97998046875, + 889.0999755859375, + 899.22998046875, + 904.97998046875, + 900.510009765625, + 903.3599853515625, + 903.3599853515625, + 896.8099975585938, + 884.5599975585938, + 786.6400146484375, + 775.7000122070312, + 744.6099853515625, + 732.2100219726562, + 713.3499755859375, + 701.97998046875, + 683.260009765625, + 706.9299926757812, + 764.280029296875, + 788.5700073242188, + 797.469970703125, + 731.1300048828125, + 730.9500122070312, + 743.469970703125, + 756.5800170898438, + 787.0399780273438, + 765.6500244140625, + 761.72998046875, + 758.8499755859375, + 796.260009765625, + 822.969970703125, + 811.5499877929688, + 838.239990234375, + 834.989990234375, + 790.8099975585938, + 794.5499877929688, + 818.4600219726562, + 837.6900024414062, + 839.1400146484375, + 888.5800170898438, + 892.989990234375, + 887.989990234375, + 906.0800170898438, + 921.6699829101562, + 975.47998046875, + 977.9199829101562, + 977.9199829101562, + 982.510009765625, + 982.510009765625, + 982.510009765625, + 982.510009765625, + 980.6400146484375, + 968.239990234375, + 968.239990234375, + 914.6500244140625, + 901.969970703125, + 901.969970703125, + 867.3900146484375, + 863.5900268554688, + 863.5900268554688, + 879.260009765625, + 891.6599731445312, + 891.6599731445312, + 931.3200073242188, + 959.9000244140625, + 959.9000244140625, + 954.280029296875, + 981.5700073242188, + 980.72998046875, + 980.72998046875, + 970.8599853515625, + 962.3300170898438, + 961.8099975585938, + 952.4299926757812, + 919.1900024414062, + 915.719970703125, + 915.719970703125, + 909.6599731445312, + 909.6599731445312, + 911.780029296875, + 915.52001953125, + 916.0399780273438, + 920.0700073242188, + 940.1699829101562, + 964.219970703125, + 971.4600219726562, + 972.6099853515625, + 982.1599731445312, + 982.1599731445312, + 989.9099731445312, + 994.7000122070312, + 994.7000122070312, + 1000.0, + 1000.0, + 974.0999755859375, + 967.22998046875, + 955.8300170898438, + 951.6199951171875, + 915.6799926757812, + 915.6799926757812, + 914.6400146484375, + 913.6799926757812, + 913.6799926757812, + 929.8699951171875, + 946.4500122070312, + 949.469970703125, + 950.47998046875, + 958.9400024414062, + 981.6099853515625, + 981.6099853515625, + 982.6500244140625, + 983.6099853515625, + 977.1199951171875, + 977.1199951171875, + 977.1199951171875, + 977.1199951171875, + 964.4500122070312, + 970.9099731445312, + 907.9500122070312, + 907.9500122070312, + 893.5999755859375, + 893.5999755859375, + 892.280029296875, + 892.280029296875, + 892.280029296875, + 912.3200073242188, + 914.8800048828125, + 939.6900024414062, + 973.8599853515625, + 973.8599853515625, + 991.8699951171875, + 989.280029296875, + 965.0700073242188, + 963.8400268554688, + 963.8400268554688, + 884.1400146484375, + 877.0900268554688, + 870.469970703125, + 869.780029296875, + 858.9099731445312, + 867.4600219726562, + 880.7100219726562, + 881.9400024414062, + 881.9400024414062, + 912.52001953125, + 961.6400146484375, + 940.0399780273438, + 930.2100219726562, + 941.77001953125, + 932.239990234375, + 941.3900146484375, + 941.3900146484375, + 941.3900146484375, + 941.3900146484375, + 941.3900146484375, + 965.9500122070312, + 974.02001953125, + 990.469970703125, + 986.8499755859375, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 996.3800048828125, + 993.3699951171875, + 993.3699951171875, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 996.989990234375, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 965.5900268554688, + 949.3099975585938, + 949.3099975585938, + 947.1799926757812, + 941.8300170898438, + 922.8699951171875, + 922.8699951171875, + 914.1799926757812, + 897.6799926757812, + 885.9099731445312, + 921.8900146484375, + 921.239990234375, + 923.3699951171875, + 907.0999755859375, + 892.3800048828125, + 890.260009765625, + 898.3800048828125, + 891.1400146484375, + 903.3599853515625, + 899.489990234375, + 900.1400146484375, + 903.2100219726562, + 921.760009765625, + 937.510009765625, + 934.5999755859375, + 952.3099975585938, + 951.47998046875, + 955.2000122070312, + 938.3599853515625, + 896.010009765625, + 854.4099731445312, + 829.9000244140625, + 815.9600219726562, + 802.9500122070312, + 790.25, + 806.6900024414062, + 808.9299926757812, + 843.3900146484375, + 876.8699951171875, + 900.5399780273438, + 925.0599975585938, + 866.1500244140625, + 877.5599975585938, + 881.7100219726562, + 878.3400268554688, + 845.469970703125, + 844.3900146484375, + 848.9199829101562, + 858.7100219726562, + 858.9299926757812, + 902.9299926757812, + 941.2100219726562, + 951.1900024414062, + 951.1900024414062, + 965.1799926757812, + 992.4299926757812, + 992.4299926757812, + 996.030029296875, + 986.4299926757812, + 979.3900146484375, + 967.6400146484375, + 967.6400146484375, + 967.6400146484375, + 967.6400146484375, + 967.6400146484375, + 971.6099853515625, + 971.6099853515625, + 971.6099853515625, + 981.2100219726562, + 988.25, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 999.9299926757812, + 999.9299926757812, + 999.9299926757812, + 999.9299926757812, + 999.9299926757812, + 990.6300048828125, + 981.2899780273438, + 879.8900146484375, + 879.8900146484375, + 879.9600219726562, + 879.9600219726562, + 879.9600219726562, + 879.9600219726562, + 879.9600219726562, + 889.260009765625, + 898.5999755859375, + 943.9299926757812, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 996.9600219726562, + 1000.0, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 994.739990234375, + 982.22998046875, + 982.22998046875, + 982.22998046875, + 987.489990234375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 981.3900146484375, + 993.9000244140625, + 991.5700073242188, + 991.5700073242188, + 987.1900024414062, + 990.7899780273438, + 990.7899780273438, + 990.7899780273438, + 981.5800170898438, + 981.5800170898438, + 981.5800170898438, + 981.5800170898438, + 983.9099731445312, + 983.9099731445312, + 988.2899780273438, + 990.7899780273438, + 982.72998046875, + 982.72998046875, + 991.9400024414062, + 991.9400024414062, + 991.9400024414062 + ], + [ + 21.75, + 52.84000015258789, + 132.19000244140625, + 76.55999755859375, + 76.05000305175781, + 143.47000122070312, + 178.24000549316406, + 204.47000122070312, + 250.27000427246094, + 301.75, + 354.70001220703125, + 435.2099914550781, + 480.489990234375, + 548.739990234375, + 639.5800170898438, + 683.6400146484375, + 725.5599975585938, + 735.530029296875, + 745.1199951171875, + 764.7999877929688, + 798.780029296875, + 786.4099731445312, + 816.8300170898438, + 818.02001953125, + 804.2999877929688, + 852.989990234375, + 802.02001953125, + 789.9400024414062, + 786.739990234375, + 817.1500244140625, + 821.0800170898438, + 821.0800170898438, + 855.0900268554688, + 871.7899780273438, + 891.489990234375, + 933.1300048828125, + 912.9099731445312, + 935.72998046875, + 948.0499877929688, + 957.4099731445312, + 953.3400268554688, + 953.3400268554688, + 953.3400268554688, + 963.2999877929688, + 963.2999877929688, + 969.8200073242188, + 972.6500244140625, + 973.5800170898438, + 973.5800170898438, + 946.239990234375, + 933.1099853515625, + 917.6199951171875, + 913.0499877929688, + 737.6500244140625, + 701.739990234375, + 701.739990234375, + 724.9099731445312, + 731.6900024414062, + 744.8300170898438, + 752.8699951171875, + 757.4400024414062, + 809.8599853515625, + 869.1599731445312, + 938.7999877929688, + 991.0999755859375, + 991.0999755859375, + 990.6599731445312, + 990.6599731445312, + 990.6599731445312, + 990.6599731445312, + 990.6599731445312, + 983.0900268554688, + 979.9000244140625, + 973.530029296875, + 973.530029296875, + 962.3699951171875, + 962.3699951171875, + 947.780029296875, + 897.9299926757812, + 812.8400268554688, + 793.3499755859375, + 761.7899780273438, + 734.239990234375, + 697.02001953125, + 680.760009765625, + 693.6099853515625, + 722.0499877929688, + 767.0499877929688, + 799.2100219726562, + 805.239990234375, + 764.7999877929688, + 774.75, + 776.02001953125, + 754.6099853515625, + 758.6900024414062, + 739.5499877929688, + 743.719970703125, + 754.3300170898438, + 797.3499755859375, + 852.77001953125, + 855.1699829101562, + 898.4000244140625, + 911.3300170898438, + 911.22998046875, + 919.6599731445312, + 921.739990234375, + 918.3200073242188, + 918.3200073242188, + 930.530029296875, + 944.2999877929688, + 953.9000244140625, + 970.4199829101562, + 977.010009765625, + 989.760009765625, + 996.5800170898438, + 968.6599731445312, + 960.2999877929688, + 950.5499877929688, + 950.5499877929688, + 950.5499877929688, + 950.5499877929688, + 950.5499877929688, + 948.6300048828125, + 938.9299926757812, + 967.3200073242188, + 969.6400146484375, + 978.0, + 987.75, + 987.75, + 983.9000244140625, + 983.9000244140625, + 974.52001953125, + 984.219970703125, + 984.219970703125, + 984.219970703125, + 984.8499755859375, + 966.0999755859375, + 966.0999755859375, + 941.9400024414062, + 941.9400024414062, + 941.8800048828125, + 926.4000244140625, + 873.5700073242188, + 863.6099853515625, + 849.9500122070312, + 852.8599853515625, + 855.0700073242188, + 859.7999877929688, + 854.0, + 871.1199951171875, + 880.8400268554688, + 888.0, + 931.0800170898438, + 930.75, + 852.489990234375, + 857.6900024414062, + 857.6900024414062, + 863.0999755859375, + 863.0999755859375, + 863.0999755859375, + 856.760009765625, + 856.760009765625, + 869.4099731445312, + 921.7899780273438, + 914.4000244140625, + 905.8699951171875, + 906.260009765625, + 900.4199829101562, + 889.2100219726562, + 887.1599731445312, + 897.3800048828125, + 912.9099731445312, + 935.77001953125, + 952.0700073242188, + 940.2100219726562, + 947.9400024414062, + 947.9400024414062, + 934.8800048828125, + 947.3400268554688, + 947.3400268554688, + 954.510009765625, + 948.1599731445312, + 946.0599975585938, + 965.7100219726562, + 968.0800170898438, + 968.0800170898438, + 968.0800170898438, + 977.5700073242188, + 979.8699951171875, + 979.8699951171875, + 979.8699951171875, + 986.219970703125, + 986.219970703125, + 988.3200073242188, + 990.5900268554688, + 990.5900268554688, + 965.52001953125, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 965.2899780273438, + 950.2000122070312, + 951.8300170898438, + 984.9099731445312, + 977.4099731445312, + 977.4099731445312, + 974.7899780273438, + 974.7899780273438, + 974.7899780273438, + 974.7899780273438, + 981.0399780273438, + 989.8800048828125, + 986.780029296875, + 971.8800048828125, + 979.3800048828125, + 975.3900146484375, + 969.010009765625, + 957.75, + 949.5800170898438, + 949.5800170898438, + 945.0599975585938, + 945.0599975585938, + 952.02001953125, + 939.3599853515625, + 939.3599853515625, + 948.0900268554688, + 954.489990234375, + 891.3300170898438, + 878.75, + 883.27001953125, + 883.27001953125, + 883.27001953125, + 906.969970703125, + 906.969970703125, + 911.22998046875, + 916.0900268554688, + 928.25, + 982.6400146484375, + 1000.0, + 1000.0, + 1000.0, + 997.719970703125, + 985.8200073242188, + 962.719970703125, + 956.6500244140625, + 940.3800048828125, + 845.760009765625, + 697.0700073242188, + 679.4099731445312, + 574.0, + 466.25, + 491.82000732421875, + 509.92999267578125, + 550.1500244140625, + 598.7000122070312, + 608.6500244140625, + 682.489990234375, + 744.47998046875, + 804.6900024414062, + 880.8699951171875, + 895.510009765625, + 925.7100219726562, + 955.4000244140625, + 988.0900268554688, + 1000.0, + 1000.0, + 992.260009765625, + 976.1400146484375, + 965.0900268554688, + 945.22998046875, + 812.8400268554688, + 803.3099975585938, + 802.75, + 802.75, + 802.75, + 820.0399780273438, + 825.2000122070312, + 824.2899780273438, + 879.6699829101562, + 906.7899780273438, + 964.6500244140625, + 974.1799926757812, + 974.1799926757812, + 974.739990234375, + 974.739990234375, + 975.510009765625, + 980.3900146484375, + 997.5999755859375, + 962.0499877929688, + 938.8900146484375, + 856.469970703125, + 249.07000732421875, + 212.86000061035156, + 179.77999877929688, + 187.39999389648438, + 69.13999938964844, + 96.66999816894531, + 160.9499969482422, + 187.89999389648438, + 138.07000732421875, + 164.80999755859375, + 181.3000030517578, + 248.32000732421875, + 299.7699890136719, + 366.7799987792969, + 355.9200134277344, + 339.1400146484375, + 369.19000244140625, + 382.7799987792969, + 437.7200012207031, + 503.3800048828125, + 546.5399780273438, + 530.6900024414062, + 563.0, + 563.5599975585938, + 629.8599853515625, + 642.8499755859375, + 686.780029296875, + 727.739990234375, + 743.0499877929688, + 812.1799926757812, + 802.1500244140625, + 857.0499877929688, + 861.4000244140625, + 868.0499877929688, + 876.0800170898438, + 887.7100219726562, + 897.1599731445312, + 914.4099731445312, + 924.2000122070312, + 957.9600219726562, + 993.219970703125, + 993.219970703125, + 993.219970703125, + 982.6099853515625, + 964.4500122070312, + 883.6400146484375, + 843.0, + 838.6599731445312, + 838.6599731445312, + 831.760009765625, + 819.5800170898438, + 811.5900268554688, + 836.0599975585938, + 855.6900024414062, + 894.5900268554688, + 960.25, + 968.5900268554688, + 972.9299926757812, + 973.97998046875, + 979.8300170898438, + 992.010009765625, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0, + 1000.0 + ] + ], + "strengths": [ + [ + 31.229997634887695, + 69.30000305175781, + 130.27000427246094, + 105.19000244140625, + 125.19000244140625, + 236.74000549316406, + 337.5400085449219, + 92.52999877929688, + 112.45999908447266, + 253.1199951171875, + 304.6199951171875, + 403.04998779296875, + 500.3999938964844, + 560.5699462890625, + 385.1700134277344, + 281.6499938964844, + 163.25, + 159.4600067138672, + 218.32000732421875, + 317.510009765625, + 406.260009765625, + 431.5899963378906, + 507.3799743652344, + 558.97998046875, + 586.3299560546875, + 611.18994140625, + 657.6799926757812, + 681.0, + 760.6099853515625, + 846.9099731445312, + 885.22998046875, + 708.8199462890625, + 582.2099609375, + 609.989990234375, + 599.199951171875, + 622.22998046875, + 631.1199951171875, + 641.6299438476562, + 701.3499755859375, + 743.3899536132812, + 844.8799438476562, + 923.699951171875, + 947.0899658203125, + 947.0899658203125, + 957.5, + 947.6499633789062, + 939.3499755859375, + 941.5199584960938, + 948.6399536132812, + 957.97998046875, + 957.97998046875, + 957.97998046875, + 957.97998046875, + 942.989990234375, + 943.3699951171875, + 954.489990234375, + 975.3899536132812, + 979.72998046875, + 979.72998046875, + 979.72998046875, + 979.72998046875, + 979.72998046875, + 979.8199462890625, + 981.1699829101562, + 987.0799560546875, + 987.0799560546875, + 987.0799560546875, + 987.0799560546875, + 987.0799560546875, + 980.3199462890625, + 919.8199462890625, + 911.3499755859375, + 917.25, + 917.25, + 917.25, + 911.6399536132812, + 890.7599487304688, + 876.5399780273438, + 869.5599975585938, + 925.7899780273438, + 918.4199829101562, + 910.6799926757812, + 893.2999877929688, + 872.6399536132812, + 813.8499755859375, + 811.0299682617188, + 808.4599609375, + 772.75, + 746.5999755859375, + 756.0799560546875, + 718.1599731445312, + 718.739990234375, + 755.699951171875, + 762.5599975585938, + 751.1599731445312, + 736.489990234375, + 743.0199584960938, + 712.7099609375, + 744.4599609375, + 758.3599853515625, + 671.97998046875, + 705.469970703125, + 714.1599731445312, + 722.4299926757812, + 704.1599731445312, + 596.5, + 647.43994140625, + 670.7699584960938, + 685.7599487304688, + 667.7799682617188, + 662.3999633789062, + 673.6799926757812, + 728.75, + 643.5199584960938, + 597.2799682617188, + 608.1099853515625, + 620.1699829101562, + 643.219970703125, + 673.6399536132812, + 703.3999633789062, + 760.6499633789062, + 802.3199462890625, + 793.6399536132812, + 835.3699951171875, + 828.7099609375, + 851.0799560546875, + 851.0799560546875, + 852.7899780273438, + 878.3699951171875, + 878.3699951171875, + 898.1499633789062, + 967.0, + 972.199951171875, + 972.199951171875, + 978.8599853515625, + 978.8599853515625, + 985.7699584960938, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 979.199951171875, + 994.719970703125, + 992.7699584960938, + 960.3499755859375, + 960.3499755859375, + 953.8199462890625, + 953.8199462890625, + 948.8999633789062, + 948.8999633789062, + 948.8999633789062, + 948.8999633789062, + 948.8999633789062, + 950.8499755859375, + 974.3899536132812, + 974.3899536132812, + 972.4199829101562, + 968.6299438476562, + 973.5499877929688, + 960.8499755859375, + 960.8499755859375, + 960.8499755859375, + 960.8499755859375, + 960.8499755859375, + 969.72998046875, + 965.3299560546875, + 975.8899536132812, + 975.8899536132812, + 975.8899536132812, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 988.5899658203125, + 994.719970703125, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 993.5499877929688, + 971.5799560546875, + 971.5799560546875, + 971.5799560546875, + 967.7699584960938, + 957.0999755859375, + 736.93994140625, + 669.4199829101562, + 661.969970703125, + 661.969970703125, + 661.969970703125, + 676.449951171875, + 676.449951171875, + 708.8199462890625, + 747.3799438476562, + 819.449951171875, + 956.8499755859375, + 960.5599975585938, + 981.199951171875, + 981.199951171875, + 981.199951171875, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 979.0499877929688, + 986.3699951171875, + 981.8999633789062, + 978.8299560546875, + 978.8299560546875, + 980.97998046875, + 980.5199584960938, + 980.5199584960938, + 980.5199584960938, + 980.5199584960938, + 980.5199584960938, + 964.8399658203125, + 969.3099975585938, + 978.5799560546875, + 978.5799560546875, + 978.5799560546875, + 979.0399780273438, + 979.0399780273438, + 979.0399780273438, + 979.0399780273438, + 979.0399780273438, + 988.3699951171875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 990.489990234375, + 974.2899780273438, + 974.2899780273438, + 967.0099487304688, + 967.0099487304688, + 961.0299682617188, + 961.0299682617188, + 961.0299682617188, + 961.0299682617188, + 961.0299682617188, + 965.2599487304688, + 981.4599609375, + 981.4599609375, + 988.739990234375, + 988.739990234375, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 986.5699462890625, + 945.4599609375, + 937.0299682617188, + 937.0299682617188, + 928.0799560546875, + 912.489990234375, + 912.489990234375, + 912.489990234375, + 882.3699951171875, + 887.7099609375, + 880.72998046875, + 863.7899780273438, + 818.5199584960938, + 818.5199584960938, + 815.6799926757812, + 803.2599487304688, + 826.5899658203125, + 839.8699951171875, + 847.2099609375, + 882.5, + 907.8299560546875, + 917.9299926757812, + 952.0599975585938, + 957.5999755859375, + 929.739990234375, + 938.1299438476562, + 928.489990234375, + 928.489990234375, + 928.489990234375, + 930.3099975585938, + 932.239990234375, + 936.5899658203125, + 945.8899536132812, + 945.8899536132812, + 978.7599487304688, + 963.449951171875, + 904.469970703125, + 904.469970703125, + 898.0, + 898.0, + 898.0, + 898.0, + 898.0, + 898.0, + 922.6199951171875, + 944.22998046875, + 988.25, + 988.25, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 992.8599853515625, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 989.489990234375, + 984.5599975585938, + 979.699951171875, + 968.2099609375, + 920.9099731445312, + 892.8799438476562, + 892.8799438476562, + 892.8799438476562, + 892.8799438476562, + 898.1099853515625, + 903.0399780273438, + 907.8999633789062, + 919.3899536132812, + 934.8399658203125, + 969.0999755859375, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 988.739990234375, + 994.719970703125, + 994.719970703125, + 993.0499877929688, + 983.469970703125, + 970.5199584960938, + 965.5799560546875, + 951.3899536132812, + 929.6199951171875, + 929.6199951171875, + 929.6199951171875, + 929.6199951171875, + 931.2899780273438, + 938.6499633789062, + 946.239990234375, + 958.7599487304688, + 958.7599487304688, + 972.949951171875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125 + ], + [ + 40.71000289916992, + 50.01000213623047, + 92.11000061035156, + 145.04000854492188, + 158.11000061035156, + 231.77000427246094, + 281.2300109863281, + 359.1199951171875, + 494.4100036621094, + 529.5799560546875, + 657.719970703125, + 738.6599731445312, + 805.5099487304688, + 866.8699951171875, + 755.5099487304688, + 755.5099487304688, + 784.8799438476562, + 776.9599609375, + 771.8099975585938, + 792.5099487304688, + 792.5099487304688, + 806.0499877929688, + 665.1799926757812, + 638.1299438476562, + 651.199951171875, + 651.199951171875, + 651.199951171875, + 651.199951171875, + 651.199951171875, + 707.5599975585938, + 790.0899658203125, + 823.989990234375, + 958.0099487304688, + 958.0099487304688, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 686.8899536132812, + 696.3299560546875, + 825.2699584960938, + 566.8099975585938, + 566.8099975585938, + 566.8099975585938, + 459.57000732421875, + 392.2799987792969, + 469.9599914550781, + 555.5699462890625, + 602.8699951171875, + 602.8699951171875, + 640.3899536132812, + 710.1099853515625, + 723.47998046875, + 778.22998046875, + 21.34000015258789, + 59.20000457763672, + 153.1300048828125, + 259.80999755859375, + 320.25, + 436.5799865722656, + 534.6599731445312, + 638.2999877929688, + 735.6799926757812, + 726.0999755859375, + 710.6699829101562, + 700.0599975585938, + 688.6799926757812, + 684.3199462890625, + 739.2699584960938, + 764.8799438476562, + 815.3699951171875, + 831.6499633789062, + 849.6199951171875, + 833.93994140625, + 858.2899780273438, + 874.5999755859375, + 891.0899658203125, + 790.0499877929688, + 687.8899536132812, + 618.7699584960938, + 618.7699584960938, + 634.0899658203125, + 617.9099731445312, + 583.8199462890625, + 578.3799438476562, + 590.6399536132812, + 570.8899536132812, + 512.6199951171875, + 514.0899658203125, + 510.2900085449219, + 532.239990234375, + 592.6799926757812, + 630.6399536132812, + 644.0999755859375, + 694.5699462890625, + 732.6799926757812, + 798.5199584960938, + 848.7999877929688, + 910.6099853515625, + 951.5199584960938, + 962.6299438476562, + 968.0699462890625, + 918.3799438476562, + 895.5899658203125, + 877.2999877929688, + 870.6299438476562, + 847.0699462890625, + 845.0899658203125, + 839.1399536132812, + 843.2699584960938, + 845.6699829101562, + 869.719970703125, + 854.9599609375, + 823.5599975585938, + 811.0599975585938, + 823.5899658203125, + 826.0599975585938, + 817.8899536132812, + 818.699951171875, + 835.2599487304688, + 852.4599609375, + 886.6799926757812, + 916.969970703125, + 950.9099731445312, + 971.0399780273438, + 971.0399780273438, + 976.5899658203125, + 978.3399658203125, + 979.8699951171875, + 968.7699584960938, + 968.7699584960938, + 968.7699584960938, + 968.7699584960938, + 967.4199829101562, + 967.4199829101562, + 961.22998046875, + 952.8299560546875, + 955.4199829101562, + 963.5899658203125, + 945.8599853515625, + 945.8599853515625, + 938.5699462890625, + 913.3499755859375, + 913.3499755859375, + 919.5399780273438, + 923.6299438476562, + 893.1499633789062, + 850.719970703125, + 873.7999877929688, + 868.7099609375, + 871.8899536132812, + 898.4599609375, + 888.6399536132812, + 881.8999633789062, + 881.8999633789062, + 923.0799560546875, + 934.8299560546875, + 965.5099487304688, + 973.7799682617188, + 960.4599609375, + 960.4599609375, + 954.4099731445312, + 964.22998046875, + 970.969970703125, + 971.239990234375, + 971.239990234375, + 971.239990234375, + 971.239990234375, + 971.239990234375, + 984.0299682617188, + 984.0299682617188, + 990.0799560546875, + 990.0799560546875, + 956.1199951171875, + 946.3699951171875, + 914.22998046875, + 878.219970703125, + 863.0499877929688, + 867.68994140625, + 867.68994140625, + 867.68994140625, + 869.2099609375, + 892.4099731445312, + 902.1499633789062, + 934.2899780273438, + 942.7799682617188, + 970.2999877929688, + 985.469970703125, + 985.469970703125, + 985.469970703125, + 975.6699829101562, + 896.2599487304688, + 891.8599853515625, + 891.8599853515625, + 891.8599853515625, + 891.8599853515625, + 891.8599853515625, + 883.2099609375, + 873.3899536132812, + 883.18994140625, + 942.0499877929688, + 962.6399536132812, + 976.25, + 975.6699829101562, + 975.6699829101562, + 975.6699829101562, + 954.3199462890625, + 954.9299926757812, + 944.5499877929688, + 939.1699829101562, + 920.449951171875, + 920.449951171875, + 921.0299682617188, + 913.219970703125, + 913.219970703125, + 921.18994140625, + 939.3999633789062, + 928.8099975585938, + 934.2099609375, + 938.2899780273438, + 952.9299926757812, + 952.9299926757812, + 957.43994140625, + 960.739990234375, + 956.3199462890625, + 901.3699951171875, + 793.699951171875, + 757.8599853515625, + 694.3099975585938, + 687.6199951171875, + 671.9099731445312, + 676.3299560546875, + 707.469970703125, + 747.0299682617188, + 794.1699829101562, + 854.3999633789062, + 885.8199462890625, + 900.4099731445312, + 946.68994140625, + 937.6299438476562, + 945.2799682617188, + 954.2699584960938, + 949.7699584960938, + 951.75, + 948.3199462890625, + 942.219970703125, + 951.5899658203125, + 951.5899658203125, + 951.5899658203125, + 961.5499877929688, + 968.7099609375, + 968.7099609375, + 976.1199951171875, + 976.1199951171875, + 988.6199951171875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 993.3799438476562, + 989.9199829101562, + 981.3699951171875, + 981.3699951171875, + 981.3699951171875, + 971.43994140625, + 947.8399658203125, + 947.8399658203125, + 947.8399658203125, + 937.9099731445312, + 939.25, + 951.2599487304688, + 936.75, + 915.6099853515625, + 916.6199951171875, + 922.5, + 930.47998046875, + 930.47998046875, + 930.47998046875, + 921.3299560546875, + 913.2799682617188, + 916.5899658203125, + 940.3199462890625, + 949.239990234375, + 949.239990234375, + 958.97998046875, + 958.97998046875, + 958.97998046875, + 969.0499877929688, + 974.6499633789062, + 982.699951171875, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 991.3099975585938, + 981.699951171875, + 963.8099975585938, + 954.8999633789062, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 948.9199829101562, + 958.5299682617188, + 988.739990234375, + 988.739990234375, + 987.3399658203125, + 982.72998046875, + 970.3599853515625, + 969.6499633789062, + 961.7799682617188, + 961.7799682617188, + 938.5199584960938, + 933.239990234375, + 926.1399536132812, + 926.1399536132812, + 936.239990234375, + 938.1299438476562, + 931.5499877929688, + 931.5499877929688, + 939.4199829101562, + 939.4199829101562, + 967.9599609375, + 967.9599609375, + 975.0599975585938, + 975.0599975585938, + 975.0599975585938, + 975.3099975585938, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 990.3799438476562, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125 + ], + [ + 21.619998931884766, + 56.83000183105469, + 33.630001068115234, + 96.9800033569336, + 115.02999877929688, + 170.3300018310547, + 116.79000091552734, + 128.83999633789062, + 225.5, + 235.19000244140625, + 186.24000549316406, + 207.47000122070312, + 306.4800109863281, + 365.6000061035156, + 423.32000732421875, + 524.2099609375, + 577.43994140625, + 670.7699584960938, + 680.22998046875, + 670.5899658203125, + 617.3499755859375, + 555.0399780273438, + 571.7799682617188, + 558.2099609375, + 453.94000244140625, + 480.010009765625, + 509.1000061035156, + 590.75, + 560.5499877929688, + 580.47998046875, + 608.6099853515625, + 705.1399536132812, + 724.7999877929688, + 718.8999633789062, + 723.489990234375, + 734.5199584960938, + 786.5, + 834.5199584960938, + 823.93994140625, + 828.7999877929688, + 874.6099853515625, + 902.6199951171875, + 913.3699951171875, + 943.3799438476562, + 953.699951171875, + 955.7799682617188, + 945.5099487304688, + 925.3899536132812, + 860.1499633789062, + 854.5799560546875, + 841.8499755859375, + 821.7099609375, + 821.7099609375, + 821.7099609375, + 843.5399780273438, + 845.969970703125, + 849.699951171875, + 883.8199462890625, + 893.949951171875, + 899.699951171875, + 895.22998046875, + 898.0799560546875, + 898.0799560546875, + 891.5299682617188, + 879.2799682617188, + 781.3599853515625, + 770.4199829101562, + 739.3299560546875, + 726.9299926757812, + 708.0699462890625, + 696.699951171875, + 677.97998046875, + 701.6499633789062, + 759.0, + 783.2899780273438, + 792.18994140625, + 725.8499755859375, + 725.6699829101562, + 738.18994140625, + 751.2999877929688, + 781.7599487304688, + 760.3699951171875, + 756.449951171875, + 753.5699462890625, + 790.97998046875, + 817.68994140625, + 806.2699584960938, + 832.9599609375, + 829.7099609375, + 785.5299682617188, + 789.2699584960938, + 813.1799926757812, + 832.4099731445312, + 833.8599853515625, + 883.2999877929688, + 887.7099609375, + 882.7099609375, + 900.7999877929688, + 916.3899536132812, + 970.199951171875, + 972.6399536132812, + 972.6399536132812, + 977.22998046875, + 977.22998046875, + 977.22998046875, + 977.22998046875, + 975.3599853515625, + 962.9599609375, + 962.9599609375, + 909.3699951171875, + 896.68994140625, + 896.68994140625, + 862.1099853515625, + 858.3099975585938, + 858.3099975585938, + 873.97998046875, + 886.3799438476562, + 886.3799438476562, + 926.0399780273438, + 954.6199951171875, + 954.6199951171875, + 949.0, + 976.2899780273438, + 975.449951171875, + 975.449951171875, + 965.5799560546875, + 957.0499877929688, + 956.5299682617188, + 947.1499633789062, + 913.9099731445312, + 910.43994140625, + 910.43994140625, + 904.3799438476562, + 904.3799438476562, + 906.5, + 910.239990234375, + 910.7599487304688, + 914.7899780273438, + 934.8899536132812, + 958.93994140625, + 966.1799926757812, + 967.3299560546875, + 976.8799438476562, + 976.8799438476562, + 984.6299438476562, + 989.4199829101562, + 989.4199829101562, + 994.719970703125, + 994.719970703125, + 968.8199462890625, + 961.949951171875, + 950.5499877929688, + 946.3399658203125, + 910.3999633789062, + 910.3999633789062, + 909.3599853515625, + 908.3999633789062, + 908.3999633789062, + 924.5899658203125, + 941.1699829101562, + 944.18994140625, + 945.199951171875, + 953.6599731445312, + 976.3299560546875, + 976.3299560546875, + 977.3699951171875, + 978.3299560546875, + 971.8399658203125, + 971.8399658203125, + 971.8399658203125, + 971.8399658203125, + 959.1699829101562, + 965.6299438476562, + 902.6699829101562, + 902.6699829101562, + 888.3199462890625, + 888.3199462890625, + 887.0, + 887.0, + 887.0, + 907.0399780273438, + 909.5999755859375, + 934.4099731445312, + 968.5799560546875, + 968.5799560546875, + 986.5899658203125, + 984.0, + 959.7899780273438, + 958.5599975585938, + 958.5599975585938, + 878.8599853515625, + 871.8099975585938, + 865.18994140625, + 864.5, + 853.6299438476562, + 862.1799926757812, + 875.4299926757812, + 876.6599731445312, + 876.6599731445312, + 907.239990234375, + 956.3599853515625, + 934.7599487304688, + 924.9299926757812, + 936.489990234375, + 926.9599609375, + 936.1099853515625, + 936.1099853515625, + 936.1099853515625, + 936.1099853515625, + 936.1099853515625, + 960.6699829101562, + 968.739990234375, + 985.18994140625, + 981.5699462890625, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 991.0999755859375, + 988.0899658203125, + 988.0899658203125, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 991.7099609375, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 960.3099975585938, + 944.0299682617188, + 944.0299682617188, + 941.8999633789062, + 936.5499877929688, + 917.5899658203125, + 917.5899658203125, + 908.8999633789062, + 892.3999633789062, + 880.6299438476562, + 916.6099853515625, + 915.9599609375, + 918.0899658203125, + 901.8199462890625, + 887.0999755859375, + 884.97998046875, + 893.0999755859375, + 885.8599853515625, + 898.0799560546875, + 894.2099609375, + 894.8599853515625, + 897.9299926757812, + 916.47998046875, + 932.22998046875, + 929.3199462890625, + 947.0299682617188, + 946.199951171875, + 949.9199829101562, + 933.0799560546875, + 890.72998046875, + 849.1299438476562, + 824.6199951171875, + 810.6799926757812, + 797.6699829101562, + 784.969970703125, + 801.4099731445312, + 803.6499633789062, + 838.1099853515625, + 871.5899658203125, + 895.2599487304688, + 919.7799682617188, + 860.8699951171875, + 872.2799682617188, + 876.4299926757812, + 873.0599975585938, + 840.18994140625, + 839.1099853515625, + 843.6399536132812, + 853.4299926757812, + 853.6499633789062, + 897.6499633789062, + 935.9299926757812, + 945.9099731445312, + 945.9099731445312, + 959.8999633789062, + 987.1499633789062, + 987.1499633789062, + 990.75, + 981.1499633789062, + 974.1099853515625, + 962.3599853515625, + 962.3599853515625, + 962.3599853515625, + 962.3599853515625, + 962.3599853515625, + 966.3299560546875, + 966.3299560546875, + 966.3299560546875, + 975.9299926757812, + 982.969970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.6499633789062, + 994.6499633789062, + 994.6499633789062, + 994.6499633789062, + 994.6499633789062, + 985.3499755859375, + 976.0099487304688, + 874.6099853515625, + 874.6099853515625, + 874.6799926757812, + 874.6799926757812, + 874.6799926757812, + 874.6799926757812, + 874.6799926757812, + 883.97998046875, + 893.3199462890625, + 938.6499633789062, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 991.6799926757812, + 994.719970703125, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 989.4599609375, + 976.949951171875, + 976.949951171875, + 976.949951171875, + 982.2099609375, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 976.1099853515625, + 988.6199951171875, + 986.2899780273438, + 986.2899780273438, + 981.9099731445312, + 985.5099487304688, + 985.5099487304688, + 985.5099487304688, + 976.2999877929688, + 976.2999877929688, + 976.2999877929688, + 976.2999877929688, + 978.6299438476562, + 978.6299438476562, + 983.0099487304688, + 985.5099487304688, + 977.449951171875, + 977.449951171875, + 986.6599731445312, + 986.6599731445312, + 986.6599731445312 + ], + [ + 16.469999313354492, + 47.560001373291016, + 126.91000366210938, + 71.27999877929688, + 70.77000427246094, + 138.19000244140625, + 172.9600067138672, + 199.19000244140625, + 244.99000549316406, + 296.4700012207031, + 349.4200134277344, + 429.92999267578125, + 475.2099914550781, + 543.4599609375, + 634.2999877929688, + 678.3599853515625, + 720.2799682617188, + 730.25, + 739.8399658203125, + 759.5199584960938, + 793.5, + 781.1299438476562, + 811.5499877929688, + 812.739990234375, + 799.0199584960938, + 847.7099609375, + 796.739990234375, + 784.6599731445312, + 781.4599609375, + 811.8699951171875, + 815.7999877929688, + 815.7999877929688, + 849.8099975585938, + 866.5099487304688, + 886.2099609375, + 927.8499755859375, + 907.6299438476562, + 930.449951171875, + 942.7699584960938, + 952.1299438476562, + 948.0599975585938, + 948.0599975585938, + 948.0599975585938, + 958.0199584960938, + 958.0199584960938, + 964.5399780273438, + 967.3699951171875, + 968.2999877929688, + 968.2999877929688, + 940.9599609375, + 927.8299560546875, + 912.3399658203125, + 907.7699584960938, + 732.3699951171875, + 696.4599609375, + 696.4599609375, + 719.6299438476562, + 726.4099731445312, + 739.5499877929688, + 747.5899658203125, + 752.1599731445312, + 804.5799560546875, + 863.8799438476562, + 933.5199584960938, + 985.8199462890625, + 985.8199462890625, + 985.3799438476562, + 985.3799438476562, + 985.3799438476562, + 985.3799438476562, + 985.3799438476562, + 977.8099975585938, + 974.6199951171875, + 968.25, + 968.25, + 957.0899658203125, + 957.0899658203125, + 942.5, + 892.6499633789062, + 807.5599975585938, + 788.0699462890625, + 756.5099487304688, + 728.9599609375, + 691.739990234375, + 675.47998046875, + 688.3299560546875, + 716.7699584960938, + 761.7699584960938, + 793.9299926757812, + 799.9599609375, + 759.5199584960938, + 769.469970703125, + 770.739990234375, + 749.3299560546875, + 753.4099731445312, + 734.2699584960938, + 738.43994140625, + 749.0499877929688, + 792.0699462890625, + 847.489990234375, + 849.8899536132812, + 893.1199951171875, + 906.0499877929688, + 905.949951171875, + 914.3799438476562, + 916.4599609375, + 913.0399780273438, + 913.0399780273438, + 925.25, + 939.0199584960938, + 948.6199951171875, + 965.1399536132812, + 971.72998046875, + 984.47998046875, + 991.2999877929688, + 963.3799438476562, + 955.0199584960938, + 945.2699584960938, + 945.2699584960938, + 945.2699584960938, + 945.2699584960938, + 945.2699584960938, + 943.3499755859375, + 933.6499633789062, + 962.0399780273438, + 964.3599853515625, + 972.719970703125, + 982.469970703125, + 982.469970703125, + 978.6199951171875, + 978.6199951171875, + 969.239990234375, + 978.93994140625, + 978.93994140625, + 978.93994140625, + 979.5699462890625, + 960.8199462890625, + 960.8199462890625, + 936.6599731445312, + 936.6599731445312, + 936.5999755859375, + 921.1199951171875, + 868.2899780273438, + 858.3299560546875, + 844.6699829101562, + 847.5799560546875, + 849.7899780273438, + 854.5199584960938, + 848.719970703125, + 865.8399658203125, + 875.5599975585938, + 882.719970703125, + 925.7999877929688, + 925.469970703125, + 847.2099609375, + 852.4099731445312, + 852.4099731445312, + 857.8199462890625, + 857.8199462890625, + 857.8199462890625, + 851.47998046875, + 851.47998046875, + 864.1299438476562, + 916.5099487304688, + 909.1199951171875, + 900.5899658203125, + 900.97998046875, + 895.1399536132812, + 883.9299926757812, + 881.8799438476562, + 892.0999755859375, + 907.6299438476562, + 930.489990234375, + 946.7899780273438, + 934.9299926757812, + 942.6599731445312, + 942.6599731445312, + 929.5999755859375, + 942.0599975585938, + 942.0599975585938, + 949.22998046875, + 942.8799438476562, + 940.7799682617188, + 960.4299926757812, + 962.7999877929688, + 962.7999877929688, + 962.7999877929688, + 972.2899780273438, + 974.5899658203125, + 974.5899658203125, + 974.5899658203125, + 980.93994140625, + 980.93994140625, + 983.0399780273438, + 985.3099975585938, + 985.3099975585938, + 960.239990234375, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 960.0099487304688, + 944.9199829101562, + 946.5499877929688, + 979.6299438476562, + 972.1299438476562, + 972.1299438476562, + 969.5099487304688, + 969.5099487304688, + 969.5099487304688, + 969.5099487304688, + 975.7599487304688, + 984.5999755859375, + 981.5, + 966.5999755859375, + 974.0999755859375, + 970.1099853515625, + 963.72998046875, + 952.469970703125, + 944.2999877929688, + 944.2999877929688, + 939.7799682617188, + 939.7799682617188, + 946.739990234375, + 934.0799560546875, + 934.0799560546875, + 942.8099975585938, + 949.2099609375, + 886.0499877929688, + 873.469970703125, + 877.989990234375, + 877.989990234375, + 877.989990234375, + 901.68994140625, + 901.68994140625, + 905.949951171875, + 910.8099975585938, + 922.969970703125, + 977.3599853515625, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 992.43994140625, + 980.5399780273438, + 957.43994140625, + 951.3699951171875, + 935.0999755859375, + 840.47998046875, + 691.7899780273438, + 674.1299438476562, + 568.719970703125, + 460.9700012207031, + 486.5400085449219, + 504.6499938964844, + 544.8699951171875, + 593.4199829101562, + 603.3699951171875, + 677.2099609375, + 739.199951171875, + 799.4099731445312, + 875.5899658203125, + 890.22998046875, + 920.4299926757812, + 950.1199951171875, + 982.8099975585938, + 994.719970703125, + 994.719970703125, + 986.97998046875, + 970.8599853515625, + 959.8099975585938, + 939.949951171875, + 807.5599975585938, + 798.0299682617188, + 797.469970703125, + 797.469970703125, + 797.469970703125, + 814.7599487304688, + 819.9199829101562, + 819.0099487304688, + 874.3899536132812, + 901.5099487304688, + 959.3699951171875, + 968.8999633789062, + 968.8999633789062, + 969.4599609375, + 969.4599609375, + 970.22998046875, + 975.1099853515625, + 992.3199462890625, + 956.7699584960938, + 933.6099853515625, + 851.18994140625, + 243.79000854492188, + 207.5800018310547, + 174.5, + 182.1199951171875, + 63.86000061035156, + 91.38999938964844, + 155.6699981689453, + 182.6199951171875, + 132.79000854492188, + 159.52999877929688, + 176.02000427246094, + 243.04000854492188, + 294.489990234375, + 361.5, + 350.6400146484375, + 333.8600158691406, + 363.9100036621094, + 377.5, + 432.44000244140625, + 498.1000061035156, + 541.2599487304688, + 525.4099731445312, + 557.719970703125, + 558.2799682617188, + 624.5799560546875, + 637.5699462890625, + 681.5, + 722.4599609375, + 737.7699584960938, + 806.8999633789062, + 796.8699951171875, + 851.7699584960938, + 856.1199951171875, + 862.7699584960938, + 870.7999877929688, + 882.4299926757812, + 891.8799438476562, + 909.1299438476562, + 918.9199829101562, + 952.6799926757812, + 987.93994140625, + 987.93994140625, + 987.93994140625, + 977.3299560546875, + 959.1699829101562, + 878.3599853515625, + 837.719970703125, + 833.3799438476562, + 833.3799438476562, + 826.47998046875, + 814.2999877929688, + 806.3099975585938, + 830.7799682617188, + 850.4099731445312, + 889.3099975585938, + 954.969970703125, + 963.3099975585938, + 967.6499633789062, + 968.699951171875, + 974.5499877929688, + 986.72998046875, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125, + 994.719970703125 + ] + ], + "sample_efficiencies": [ + [ + 0.00010000000474974513, + 6.553267303388566e-05, + 4.7358462325064465e-05, + 4.035859456053004e-05, + 3.48321336787194e-05, + 2.867026523745153e-05, + 2.3981179765542038e-05, + 2.303936707903631e-05, + 2.1957945136819035e-05, + 1.9931394490413368e-05, + 1.809497734939214e-05, + 1.630760743864812e-05, + 1.4711874428030569e-05, + 1.3411233339866158e-05, + 1.2698995305981953e-05, + 1.2236703696544282e-05, + 1.1983214790234342e-05, + 1.1742147762561217e-05, + 1.1425710908952169e-05, + 1.0999560799973551e-05, + 1.0511653272260446e-05, + 1.0053918231278658e-05, + 9.581841368344612e-06, + 9.129498721449636e-06, + 8.716262527741492e-06, + 8.338972293131519e-06, + 7.982293027453125e-06, + 7.656783964193892e-06, + 7.336313956329832e-06, + 7.023438229225576e-06, + 6.736615432600956e-06, + 6.530655809910968e-06, + 6.374033091560705e-06, + 6.220307568582939e-06, + 6.078600563341752e-06, + 5.940228675171966e-06, + 5.808185960631818e-06, + 5.68171481063473e-06, + 5.5516975407954305e-06, + 5.422510639618849e-06, + 5.285557563183829e-06, + 5.146753665030701e-06, + 5.014979251427576e-06, + 4.8926067393040285e-06, + 4.777332378580468e-06, + 4.67066229248303e-06, + 4.571410954667954e-06, + 4.4777434595744126e-06, + 4.388685738376807e-06, + 4.30366935688653e-06, + 4.223148607707117e-06, + 4.146725586906541e-06, + 4.0740515032666735e-06, + 4.005866685474757e-06, + 3.9407145777659025e-06, + 3.877677954733372e-06, + 3.81605150323594e-06, + 3.7567931485682493e-06, + 3.699994294947828e-06, + 3.6454837299970677e-06, + 3.5931063848693157e-06, + 3.5427215152594727e-06, + 3.4941972444357816e-06, + 3.447359404162853e-06, + 3.4019046779576456e-06, + 3.358022240718128e-06, + 3.315620460853097e-06, + 3.274615664849989e-06, + 3.234930773032829e-06, + 3.1967515496944543e-06, + 3.1619765650248155e-06, + 3.1284603210224304e-06, + 3.0956275622884277e-06, + 3.0636590508947847e-06, + 3.0325168154377025e-06, + 3.002348194058868e-06, + 2.973588834720431e-06, + 2.945949063359876e-06, + 2.919148755609058e-06, + 2.891275016736472e-06, + 2.864276893888018e-06, + 2.8381216452544322e-06, + 2.8130355076427804e-06, + 2.789050995488651e-06, + 2.7671219413605286e-06, + 2.745671508819214e-06, + 2.7246765057498123e-06, + 2.7049566142522963e-06, + 2.6862121558224317e-06, + 2.6675290882849367e-06, + 2.6500529202166945e-06, + 2.632816631376045e-06, + 2.6149648419959703e-06, + 2.5972306048061e-06, + 2.580029104137793e-06, + 2.5634126359364018e-06, + 2.5468928015470738e-06, + 2.5312706384283956e-06, + 2.515181449780357e-06, + 2.4990306428662734e-06, + 2.4849116471159505e-06, + 2.4702760583750205e-06, + 2.4556547941756435e-06, + 2.4410601326962933e-06, + 2.427020035611349e-06, + 2.4152609512384515e-06, + 2.4026317078096326e-06, + 2.389696419413667e-06, + 2.3766292542859446e-06, + 2.364053898418206e-06, + 2.351722287130542e-06, + 2.3393233732349472e-06, + 2.32607430916687e-06, + 2.3145116756495554e-06, + 2.303887868038146e-06, + 2.293175157319638e-06, + 2.2823571725894e-06, + 2.271251560159726e-06, + 2.259746224808623e-06, + 2.2478702703665476e-06, + 2.2351869120029733e-06, + 2.2219883248908445e-06, + 2.2091116989031434e-06, + 2.1957473563816166e-06, + 2.1826783722644905e-06, + 2.1694484075851506e-06, + 2.1564092094195075e-06, + 2.143530764442403e-06, + 2.1304579149727942e-06, + 2.117576059390558e-06, + 2.1045975699962582e-06, + 2.09084009838989e-06, + 2.0772313291672617e-06, + 2.063839929178357e-06, + 2.050570856226841e-06, + 2.037511194430408e-06, + 2.024565901592723e-06, + 2.0119064174650703e-06, + 1.9994408830825705e-06, + 1.9871645235980395e-06, + 1.9750723367906176e-06, + 1.9631602299341466e-06, + 1.951423655555118e-06, + 1.939858293553698e-06, + 1.9284600512037287e-06, + 1.9172250631527277e-06, + 1.9061496914218878e-06, + 1.8950586309074424e-06, + 1.8841463997887331e-06, + 1.8737357549980516e-06, + 1.8634642628967413e-06, + 1.8533972934164922e-06, + 1.843461404860136e-06, + 1.833704004639003e-06, + 1.8240708641314995e-06, + 1.8145593685403583e-06, + 1.8051670167551492e-06, + 1.795891535039118e-06, + 1.786711550266773e-06, + 1.7774215166355134e-06, + 1.7682481256997562e-06, + 1.7592071799299447e-06, + 1.7503122080597677e-06, + 1.741481241879228e-06, + 1.7328703734165174e-06, + 1.7243617094209185e-06, + 1.7159532035293523e-06, + 1.7076430367524154e-06, + 1.6994291627270286e-06, + 1.6912354112719186e-06, + 1.683172968114377e-06, + 1.675115981925046e-06, + 1.6671516505084583e-06, + 1.6592780411883723e-06, + 1.651393176871352e-06, + 1.643598352529807e-06, + 1.6358919765480096e-06, + 1.6282723436233937e-06, + 1.620737975827069e-06, + 1.6132873952301452e-06, + 1.6058736491686432e-06, + 1.5985502841431298e-06, + 1.5913070683382102e-06, + 1.5841427511986694e-06, + 1.5770556274219416e-06, + 1.5700445601396495e-06, + 1.5631081851097406e-06, + 1.5562452517769998e-06, + 1.5494543958993745e-06, + 1.5427344806084875e-06, + 1.5360842553491239e-06, + 1.5295025832529063e-06, + 1.5231314591801492e-06, + 1.5168234313023277e-06, + 1.5105773627510644e-06, + 1.5044165593280923e-06, + 1.4983821756686666e-06, + 1.49377342495427e-06, + 1.489613282501523e-06, + 1.4855231711408123e-06, + 1.4814565929555101e-06, + 1.4774132068851031e-06, + 1.4733052466908703e-06, + 1.4692213881062344e-06, + 1.4649680224465556e-06, + 1.4605122942157323e-06, + 1.4556615042238263e-06, + 1.45004480600619e-06, + 1.4444575526795234e-06, + 1.4388029967449256e-06, + 1.4332009641293553e-06, + 1.427650772711786e-06, + 1.4221635638023145e-06, + 1.4167262634146027e-06, + 1.4113384168013e-06, + 1.4059990007808665e-06, + 1.4007074469191139e-06, + 1.3954630730950157e-06, + 1.3902264299758826e-06, + 1.385059817948786e-06, + 1.3799544831272215e-06, + 1.3748937135460437e-06, + 1.3698657994609675e-06, + 1.3648838148583309e-06, + 1.3599446901935153e-06, + 1.3550476296586567e-06, + 1.3501922921932419e-06, + 1.3453781093630823e-06, + 1.340680228167912e-06, + 1.3359995136852376e-06, + 1.3313131148606772e-06, + 1.326665369560942e-06, + 1.3220560504123569e-06, + 1.317482087870303e-06, + 1.312945414611022e-06, + 1.3084456895740004e-06, + 1.3039821169513743e-06, + 1.2995543556826306e-06, + 1.2951204553246498e-06, + 1.2906940582979587e-06, + 1.2863033589383122e-06, + 1.2819479024983593e-06, + 1.2776456514984602e-06, + 1.27344674183405e-06, + 1.2692803466052283e-06, + 1.2651767065108288e-06, + 1.2611039892362896e-06, + 1.257086978512234e-06, + 1.2530998674264993e-06, + 1.249142314918572e-06, + 1.245213752554264e-06, + 1.2413141803335748e-06, + 1.2374260904834955e-06, + 1.2335019619058585e-06, + 1.2296071645323536e-06, + 1.225712708219362e-06, + 1.2218471283631516e-06, + 1.2179870054751518e-06, + 1.2141556453570956e-06, + 1.2103524795747944e-06, + 1.2065772807545727e-06, + 1.202829821522755e-06, + 1.1991400015176623e-06, + 1.1956287835346302e-06, + 1.19217236260738e-06, + 1.188739020108187e-06, + 1.185360929412127e-06, + 1.182061168947257e-06, + 1.1787825542342034e-06, + 1.1755247442124528e-06, + 1.1723939223884372e-06, + 1.1692635553117725e-06, + 1.166176389233442e-06, + 1.1631666438916e-06, + 1.1603306120377965e-06, + 1.157510155280761e-06, + 1.1547144822543487e-06, + 1.1519761073941481e-06, + 1.1491731584101217e-06, + 1.1463409919088008e-06, + 1.1434999578341376e-06, + 1.1405575151002267e-06, + 1.1375485655662487e-06, + 1.1345244956828537e-06, + 1.1314077710267156e-06, + 1.128292865359981e-06, + 1.1252876674916479e-06, + 1.1222739431104856e-06, + 1.1193094451300567e-06, + 1.1163630233568256e-06, + 1.1134344504171168e-06, + 1.1105178145953687e-06, + 1.1076127748310682e-06, + 1.1047118277929258e-06, + 1.1017998531315243e-06, + 1.0989057273036451e-06, + 1.0959294058920932e-06, + 1.0930179996648803e-06, + 1.0903009979301714e-06, + 1.087599343918555e-06, + 1.0849322507056058e-06, + 1.0822799367815605e-06, + 1.0796425158332568e-06, + 1.077019760487019e-06, + 1.0744113296823343e-06, + 1.071817450792878e-06, + 1.0691671832319116e-06, + 1.0664705314411549e-06, + 1.0636650813466986e-06, + 1.0608767979647382e-06, + 1.0580873777144006e-06, + 1.055315124176559e-06, + 1.052559809977538e-06, + 1.049821207743662e-06, + 1.0471043196957908e-06, + 1.0444036888657138e-06, + 1.041719315253431e-06, + 1.0390508577984292e-06, + 1.036398543874384e-06, + 1.0337619187339442e-06, + 1.0311407550034346e-06, + 1.0285351663696929e-06, + 1.0259448117722059e-06, + 1.0233696912109735e-06, + 1.0208048024651362e-06, + 1.018254920381878e-06, + 1.0157198175875237e-06, + 1.0131993803952355e-06, + 1.0106936088050134e-06, + 1.0082020480695064e-06, + 1.0057249255623901e-06, + 1.0032617865363136e-06, + 1.0008127446781145e-06, + 9.983775726141175e-07, + 9.959561566574848e-07, + 9.935483831213787e-07, + 9.911666438711109e-07, + 9.888099157251418e-07, + 9.864777439361205e-07, + 9.841853625403019e-07, + 9.820163313634112e-07, + 9.799236977414694e-07, + 9.77841068561247e-07, + 9.75768557509582e-07, + 9.73705823525961e-07, + 9.71641043179261e-07, + 9.69575012277346e-07, + 9.675077308202162e-07, + 9.65424646892643e-07, + 9.633168929212843e-07, + 9.61143200584047e-07, + 9.58923692451208e-07, + 9.567161214363296e-07, + 9.545203738525743e-07, + 9.523362791696854e-07, + 9.501637805442442e-07, + 9.480156109020754e-07, + 9.458786394134222e-07, + 9.437528660782846e-07, + 9.416381203664059e-07, + 9.395343454343674e-07, + 9.374414275953313e-07, + 9.353593100058788e-07, + 9.332878221357532e-07, + 9.312269071415358e-07, + 9.291765650232264e-07, + 9.271244039155135e-07, + 9.25082701996871e-07, + 9.23054699342174e-07, + 9.2105648263896e-07, + 9.190943046633038e-07, + 9.171516239803168e-07, + 9.152468010142911e-07, + 9.133941603067797e-07, + 9.115501029555162e-07, + 9.097144584302441e-07, + 9.078872835743823e-07, + 9.06065224626218e-07, + 9.042370834322355e-07, + 9.024026894621784e-07, + 9.005528340821911e-07, + 8.987116189018707e-07, + 8.968520432972582e-07, + 8.949598964136385e-07, + 8.930769581638742e-07, + 8.912032285479654e-07, + 8.893385370356555e-07, + 8.874828267835255e-07, + 8.856360409481567e-07, + 8.837981226861302e-07, + 8.819689583106083e-07, + 8.801486615084286e-07, + 8.78336948062497e-07, + 8.765337611293944e-07, + 8.747392143959587e-07, + 8.729531373319332e-07, + 8.711753594070615e-07, + 8.694059943081811e-07, + 8.676448715050356e-07, + 8.658919909976248e-07 + ], + [ + 0.00010000000474974513, + 7.243717118399218e-05, + 5.273660644888878e-05, + 4.046675167046487e-05, + 3.380804628250189e-05, + 2.8272890631342307e-05, + 2.4335260604857467e-05, + 2.1205682060099207e-05, + 1.851157685450744e-05, + 1.661930582486093e-05, + 1.4990395357017405e-05, + 1.3688993931282312e-05, + 1.263523972738767e-05, + 1.1761764653783757e-05, + 1.1141531103930902e-05, + 1.0610697245283518e-05, + 1.0131633644050453e-05, + 9.714511179481633e-06, + 9.344914360553958e-06, + 9.003580089483876e-06, + 8.694627467775717e-06, + 8.408449502894655e-06, + 8.189773325284477e-06, + 7.992137398105115e-06, + 7.801560059306212e-06, + 7.621340046171099e-06, + 7.450618795701303e-06, + 7.2886323323473334e-06, + 7.1346953518514056e-06, + 6.976044005568838e-06, + 6.809052138123661e-06, + 6.64556137053296e-06, + 6.468180799856782e-06, + 6.303223926806822e-06, + 6.191412921907613e-06, + 6.084136202844093e-06, + 5.981108643027255e-06, + 5.882070581719745e-06, + 5.786783276562346e-06, + 5.69502662983723e-06, + 5.606597824225901e-06, + 5.520169452211121e-06, + 5.421845798991853e-06, + 5.3566545830108225e-06, + 5.293083177093649e-06, + 5.231078830547631e-06, + 5.181853339308873e-06, + 5.140461780683836e-06, + 5.09163737660856e-06, + 5.0351200115983374e-06, + 4.975320734956767e-06, + 4.917083970212843e-06, + 4.8568872443865985e-06, + 4.792120307683945e-06, + 4.72821966468473e-06, + 4.66174651592155e-06, + 4.65994617115939e-06, + 4.654913027479779e-06, + 4.641844498110004e-06, + 4.619723313226132e-06, + 4.592655841406668e-06, + 4.5562155719380826e-06, + 4.512407031143084e-06, + 4.461341177375289e-06, + 4.404164883453632e-06, + 4.349442860984709e-06, + 4.297442956158193e-06, + 4.247651759214932e-06, + 4.199988325126469e-06, + 4.153864210820757e-06, + 4.105375410290435e-06, + 4.056626494275406e-06, + 4.006192739325343e-06, + 3.95631832361687e-06, + 3.9069254853529856e-06, + 3.85990188078722e-06, + 3.8129419408505782e-06, + 3.766522922887816e-06, + 3.7206500564934686e-06, + 3.6811102290812414e-06, + 3.6474878015724244e-06, + 3.6178400932840304e-06, + 3.5887301237380598e-06, + 3.559444166967296e-06, + 3.5314208162162686e-06, + 3.5053922147199046e-06, + 3.480020041024545e-06, + 3.454525767665473e-06, + 3.430272727200645e-06, + 3.4088059237546986e-06, + 3.387560582268634e-06, + 3.3667472507659113e-06, + 3.3453268315497553e-06, + 3.321822532598162e-06, + 3.2972172903100727e-06, + 3.272511776231113e-06, + 3.246344249419053e-06, + 3.2192672279052204e-06, + 3.190362576788175e-06, + 3.160317191941431e-06, + 3.1288434456655523e-06, + 3.096771706623258e-06, + 3.0651435736217536e-06, + 3.0341343517648056e-06, + 3.0054236503929133e-06, + 2.9780587738059694e-06, + 2.951835085696075e-06, + 2.9263587748573627e-06, + 2.902076630562078e-06, + 2.8783299512724625e-06, + 2.8552080948429648e-06, + 2.8324172944849124e-06, + 2.809996431096806e-06, + 2.787379116853117e-06, + 2.7655692065309267e-06, + 2.7449427761894185e-06, + 2.7249839149590116e-06, + 2.7050664357375354e-06, + 2.685434537852416e-06, + 2.6663276457838947e-06, + 2.6475222512090113e-06, + 2.628658421599539e-06, + 2.609734110592399e-06, + 2.590393933132873e-06, + 2.570753622421762e-06, + 2.5507652026135474e-06, + 2.5307413125119638e-06, + 2.511098045943072e-06, + 2.4917148948588874e-06, + 2.472660071362043e-06, + 2.4539292553527048e-06, + 2.435747546769562e-06, + 2.417891209915979e-06, + 2.4003509224712616e-06, + 2.383117134741042e-06, + 2.3662053081352497e-06, + 2.349582473470946e-06, + 2.333344355065492e-06, + 2.3175141450337833e-06, + 2.30189971262007e-06, + 2.2864071524963947e-06, + 2.2714432361681247e-06, + 2.2567135147255613e-06, + 2.2423228074330837e-06, + 2.2285285012912937e-06, + 2.214935420852271e-06, + 2.2014492060407065e-06, + 2.1880991880607326e-06, + 2.1753719465777976e-06, + 2.163411181754782e-06, + 2.151285798390745e-06, + 2.139388925570529e-06, + 2.1276036932249554e-06, + 2.115618599418667e-06, + 2.1039211333118146e-06, + 2.0924624095641775e-06, + 2.081150114463526e-06, + 2.0694640170404455e-06, + 2.0577872419380583e-06, + 2.04589196073357e-06, + 2.034060798905557e-06, + 2.0225511434546206e-06, + 2.0111965568503365e-06, + 2.0000636595796095e-06, + 1.9889650957338745e-06, + 1.9779367903538514e-06, + 1.9670512756420067e-06, + 1.9563080968509894e-06, + 1.9457047528703697e-06, + 1.935237833095016e-06, + 1.9249050637881737e-06, + 1.9145697933709016e-06, + 1.9043669681195752e-06, + 1.8942320139103686e-06, + 1.884225639514625e-06, + 1.87468140211422e-06, + 1.865347030616249e-06, + 1.8564334141046857e-06, + 1.8479644268154516e-06, + 1.8397290659777354e-06, + 1.8315349734621122e-06, + 1.8234253502669162e-06, + 1.8153989458369324e-06, + 1.8074402987622307e-06, + 1.7993535266214167e-06, + 1.7912639123096596e-06, + 1.782975687092403e-06, + 1.7747036054061027e-06, + 1.7662845266386284e-06, + 1.7578305460119736e-06, + 1.7494725170763559e-06, + 1.7412083934686962e-06, + 1.7331174149148865e-06, + 1.7257625586353242e-06, + 1.7185158185384353e-06, + 1.7113395642809337e-06, + 1.70423277268128e-06, + 1.697194306871097e-06, + 1.6902231436688453e-06, + 1.6833849940667278e-06, + 1.6766855424066307e-06, + 1.6699735851943842e-06, + 1.6628830508125247e-06, + 1.6557104345338303e-06, + 1.648510760787758e-06, + 1.6413889625255251e-06, + 1.6343394690920832e-06, + 1.6273612573058927e-06, + 1.6206034842980443e-06, + 1.6139071021825657e-06, + 1.6073473716460285e-06, + 1.6008866623451468e-06, + 1.5946133089528303e-06, + 1.5883969126662123e-06, + 1.5822330396986217e-06, + 1.5761761460453272e-06, + 1.5701731399531127e-06, + 1.5641713844161131e-06, + 1.558105736876314e-06, + 1.5521623026870657e-06, + 1.5462376268260414e-06, + 1.540339894745557e-06, + 1.5344038502007606e-06, + 1.5285212384696933e-06, + 1.5226636378429248e-06, + 1.5168386653385824e-06, + 1.5110921367522678e-06, + 1.5057217979119741e-06, + 1.5010290326245013e-06, + 1.4965785339882132e-06, + 1.4925265077181393e-06, + 1.488536781835137e-06, + 1.4846602880425053e-06, + 1.4807802699579042e-06, + 1.4767449556529755e-06, + 1.4725100072610076e-06, + 1.4680375670650392e-06, + 1.4632601050834637e-06, + 1.4583443999072188e-06, + 1.4533867442878545e-06, + 1.4482162669082754e-06, + 1.4431374211199e-06, + 1.4380589163920376e-06, + 1.4329742725749384e-06, + 1.4279551123763667e-06, + 1.4229663065634668e-06, + 1.4180359357851557e-06, + 1.4131763919067453e-06, + 1.4083076393944793e-06, + 1.4034779951543896e-06, + 1.3986866633786121e-06, + 1.3938838492322247e-06, + 1.3890842183172936e-06, + 1.3843230135535123e-06, + 1.3795636277791345e-06, + 1.3748424407822313e-06, + 1.3700993122256477e-06, + 1.3653653923029196e-06, + 1.3606697848445037e-06, + 1.3560118077293737e-06, + 1.351391233583854e-06, + 1.3468072666000808e-06, + 1.3422596794043784e-06, + 1.3377479035625583e-06, + 1.3332776234165067e-06, + 1.3288574791658903e-06, + 1.3245091849967139e-06, + 1.3201939736973145e-06, + 1.315911504207179e-06, + 1.3117042954036151e-06, + 1.3076291907054838e-06, + 1.303583303524647e-06, + 1.299566406487429e-06, + 1.2956197679159231e-06, + 1.2916949572172598e-06, + 1.2877479775852407e-06, + 1.2838884231314296e-06, + 1.2801416460206383e-06, + 1.2764157872879878e-06, + 1.2726911791105522e-06, + 1.2689596360360156e-06, + 1.2652532177526155e-06, + 1.2615715831998386e-06, + 1.2579504300447297e-06, + 1.2543844150059158e-06, + 1.2508287454693345e-06, + 1.2472050912037957e-06, + 1.2435715461833752e-06, + 1.2399624438330648e-06, + 1.2363407222437672e-06, + 1.2327435570114176e-06, + 1.2291703797018272e-06, + 1.2255841284058988e-06, + 1.2220015150887775e-06, + 1.2184138995507965e-06, + 1.2148194628025522e-06, + 1.2112496960980934e-06, + 1.207704258376907e-06, + 1.2041829222653178e-06, + 1.2006853467028122e-06, + 1.1972114180025528e-06, + 1.1937606814171886e-06, + 1.1903659924428212e-06, + 1.1870549769810168e-06, + 1.1837954616567004e-06, + 1.1805766462202882e-06, + 1.1773780670409906e-06, + 1.1741993830582942e-06, + 1.1710403668985236e-06, + 1.1679009048748412e-06, + 1.1647806559267337e-06, + 1.1616796200542012e-06, + 1.1585665333768702e-06, + 1.1553754575288622e-06, + 1.1522047316248063e-06, + 1.1490584483908606e-06, + 1.1459466122687445e-06, + 1.142892983807542e-06, + 1.13986027372448e-06, + 1.136870537266077e-06, + 1.1338988770148717e-06, + 1.1310162335576024e-06, + 1.128166331909597e-06, + 1.1253544016653905e-06, + 1.1225585012653028e-06, + 1.1197481626368244e-06, + 1.1169482831974165e-06, + 1.11418376036454e-06, + 1.111434926315269e-06, + 1.1086787026215461e-06, + 1.1059379403377534e-06, + 1.1031302165065426e-06, + 1.100338749893126e-06, + 1.097543417927227e-06, + 1.0947642294922844e-06, + 1.092001298275136e-06, + 1.08925371478108e-06, + 1.0864678188227117e-06, + 1.0836984074558131e-06, + 1.0809453669935465e-06, + 1.0782083563753986e-06, + 1.0754872619145317e-06, + 1.0727821972977836e-06, + 1.0700927077778033e-06, + 1.0674187933545909e-06, + 1.0647603403413086e-06, + 1.062117121364281e-06, + 1.0594890227366704e-06, + 1.0568758170848014e-06, + 1.0542775044086738e-06, + 1.0516939710214501e-06, + 1.049124875862617e-06, + 1.0465703326190123e-06, + 1.0440301139169605e-06, + 1.041504106069624e-06, + 1.0389921953901649e-06, + 1.0364941545049078e-06, + 1.0340099834138528e-06, + 1.0315394547433243e-06, + 1.0290825684933225e-06, + 1.0266390972901718e-06, + 1.0242090411338722e-06, + 1.0217921726507484e-06, + 1.0193884918408003e-06, + 1.0169977713303524e-06, + 1.014619897432567e-06, + 1.0122548701474443e-06, + 1.0099024621013086e-06, + 1.00756267329416e-06, + 1.0052352763523231e-06, + 1.002930389404355e-06, + 1.0006375532611855e-06, + 9.983567679228145e-07, + 9.960879197024042e-07, + 9.938310085999547e-07, + 9.915856935549527e-07, + 9.893520882542362e-07, + 9.871300790109672e-07, + 9.849194384514703e-07, + 9.827201665757457e-07, + 9.805321496969555e-07, + 9.78345838120731e-07, + 9.761706678546034e-07, + 9.740066388985724e-07, + 9.718535238789627e-07, + 9.69711436482612e-07, + 9.67580149335845e-07, + 9.654595487518236e-07, + 9.633496347305481e-07, + 9.612502935851808e-07, + 9.591615253157215e-07, + 9.57083102548495e-07, + 9.55015025283501e-07, + 9.529571229904832e-07, + 9.509093956694414e-07, + 9.488718433203758e-07, + 9.468441817261919e-07, + 9.448265245737275e-07, + 9.428186444893072e-07, + 9.408205983163498e-07 + ], + [ + 0.00010000000474974513, + 6.377948011504486e-05, + 5.464400237542577e-05, + 4.089256617589854e-05, + 3.34771211782936e-05, + 2.7685842724167742e-05, + 2.5125347747234628e-05, + 2.2927322788746096e-05, + 2.0167697584838606e-05, + 1.8176140656578355e-05, + 1.695620085229166e-05, + 1.5834191799513064e-05, + 1.4521506273013074e-05, + 1.3331301488506142e-05, + 1.2282441275601741e-05, + 1.12985562736867e-05, + 1.0473676411493216e-05, + 9.73438272922067e-06, + 9.14294651011005e-06, + 8.665021596243605e-06, + 8.29030523163965e-06, + 7.992754035512917e-06, + 7.716979780525435e-06, + 7.4727768151205964e-06, + 7.288815595529741e-06, + 7.1062058850657195e-06, + 6.924984063516604e-06, + 6.729786491632694e-06, + 6.558032964676386e-06, + 6.392238447006093e-06, + 6.230280177987879e-06, + 6.056553957023425e-06, + 5.891991349926684e-06, + 5.740982487623114e-06, + 5.599732503469568e-06, + 5.466054517455632e-06, + 5.332655291567789e-06, + 5.201042313274229e-06, + 5.080006303614937e-06, + 4.966142114426475e-06, + 4.853685368289007e-06, + 4.745111255033407e-06, + 4.64218101114966e-06, + 4.542451279121451e-06, + 4.447754236025503e-06, + 4.358403202786576e-06, + 4.274932052794611e-06, + 4.19750585933798e-06, + 4.1289367800345644e-06, + 4.063747383042937e-06, + 4.00216958951205e-06, + 3.944398486055434e-06, + 3.888770606863545e-06, + 3.835150891973171e-06, + 3.782080739256344e-06, + 3.7307554521248676e-06, + 3.681004955069511e-06, + 3.6310743780632038e-06, + 3.5823632060782984e-06, + 3.535055157044553e-06, + 3.4895897442766e-06, + 3.4454985780030256e-06, + 3.4028439586109016e-06, + 3.361841436344548e-06, + 3.322636530356249e-06, + 3.288748985141865e-06, + 3.2561467833147617e-06, + 3.225578439014498e-06, + 3.1961735658114776e-06, + 3.168124067087774e-06, + 3.141071374557214e-06, + 3.1152435440162662e-06, + 3.0890184916643193e-06, + 3.061226607314893e-06, + 3.0331698326335754e-06, + 3.0054222861508606e-06, + 2.9805248686898267e-06, + 2.956109710794408e-06, + 2.9317495773284463e-06, + 2.907438783950056e-06, + 2.882648459490156e-06, + 2.8590175134013407e-06, + 2.8359606858430197e-06, + 2.813425680869841e-06, + 2.79022765425907e-06, + 2.7667299491440644e-06, + 2.744028279266786e-06, + 2.721047849263414e-06, + 2.698621983654448e-06, + 2.677798875083681e-06, + 2.657261120475596e-06, + 2.6364946279500145e-06, + 2.6156421881751157e-06, + 2.5951533189072507e-06, + 2.573877281975001e-06, + 2.552928208388039e-06, + 2.532513917685719e-06, + 2.5120959890045924e-06, + 2.4917430891946424e-06, + 2.470644631102914e-06, + 2.449945441185264e-06, + 2.4296832634718157e-06, + 2.4097507775877602e-06, + 2.390229383308906e-06, + 2.3711058929620776e-06, + 2.3523664367530728e-06, + 2.3340326151810586e-06, + 2.316282234460232e-06, + 2.29886791203171e-06, + 2.2827196062280564e-06, + 2.2670667476631934e-06, + 2.2516744593303883e-06, + 2.2371132217813283e-06, + 2.222839611931704e-06, + 2.208783143942128e-06, + 2.1946889319224283e-06, + 2.1806151835335186e-06, + 2.1667588043783326e-06, + 2.1525104330066824e-06, + 2.138062427547993e-06, + 2.123852937074844e-06, + 2.1099567675264552e-06, + 2.0958943878213177e-06, + 2.082075070575229e-06, + 2.068480398520478e-06, + 2.055238610410015e-06, + 2.0423185560503043e-06, + 2.0296040474931942e-06, + 2.0172046788502485e-06, + 2.0054139895364642e-06, + 1.9938329387514386e-06, + 1.9824126411549514e-06, + 1.971223127839039e-06, + 1.9601848180172965e-06, + 1.949269062606618e-06, + 1.938454715855187e-06, + 1.9277777028037235e-06, + 1.91719550457492e-06, + 1.9065246306126937e-06, + 1.8957287011289736e-06, + 1.885001211121562e-06, + 1.8744088947642012e-06, + 1.8638587562236353e-06, + 1.8534532273406512e-06, + 1.8431084072290105e-06, + 1.832854991334898e-06, + 1.8227405007564812e-06, + 1.812709115256439e-06, + 1.8028124486590968e-06, + 1.7932994751390652e-06, + 1.7839738575275987e-06, + 1.7748734535416588e-06, + 1.7659237983025378e-06, + 1.7574157027411275e-06, + 1.7490045820522937e-06, + 1.7406980532541638e-06, + 1.7324933878626325e-06, + 1.7243800130017917e-06, + 1.7162144558824366e-06, + 1.7079969438782427e-06, + 1.6998474166030064e-06, + 1.691782017587684e-06, + 1.6837370822031517e-06, + 1.6755959677539067e-06, + 1.6675496681273216e-06, + 1.659587724134326e-06, + 1.6517094536538934e-06, + 1.6439723822259111e-06, + 1.6363222812287859e-06, + 1.628757331673114e-06, + 1.6212762830036809e-06, + 1.6139732679221197e-06, + 1.6067004935393925e-06, + 1.599971824362001e-06, + 1.5933090935504879e-06, + 1.5868156424403423e-06, + 1.5803835822225665e-06, + 1.5740215530968271e-06, + 1.5677189821872162e-06, + 1.5614750736858696e-06, + 1.5551499927823897e-06, + 1.54886731706938e-06, + 1.5424752746184822e-06, + 1.5359154303951073e-06, + 1.5294220929717994e-06, + 1.5228752090479247e-06, + 1.5164123396971263e-06, + 1.5101712733667227e-06, + 1.5039991012599785e-06, + 1.497886614743038e-06, + 1.492333467467688e-06, + 1.4868717244098661e-06, + 1.4814968380960636e-06, + 1.4761708371224813e-06, + 1.4709548850078136e-06, + 1.4657291558251018e-06, + 1.4604669331674813e-06, + 1.4552408629242564e-06, + 1.4500579936793656e-06, + 1.4447392686633975e-06, + 1.4391819149750518e-06, + 1.4337988432089332e-06, + 1.4285186580309528e-06, + 1.4232189187168842e-06, + 1.4180184280121466e-06, + 1.412811798218172e-06, + 1.4076499610382598e-06, + 1.4025322343513835e-06, + 1.3974581634101924e-06, + 1.3924269524068222e-06, + 1.3873080888515688e-06, + 1.3821911579725565e-06, + 1.3770331861451268e-06, + 1.3719395610678475e-06, + 1.3668417295775726e-06, + 1.3617889180750353e-06, + 1.3567804444392095e-06, + 1.3518156265490688e-06, + 1.3468938959704246e-06, + 1.3420146842690883e-06, + 1.337191861239262e-06, + 1.3324099654710153e-06, + 1.3276513755045016e-06, + 1.3229331443653791e-06, + 1.3182544762457837e-06, + 1.3136150300852023e-06, + 1.3090141237626085e-06, + 1.3044514162174892e-06, + 1.299926225328818e-06, + 1.2954382100360817e-06, + 1.290973273171403e-06, + 1.2865448297816329e-06, + 1.282152197745745e-06, + 1.2777949223163887e-06, + 1.2734727761198883e-06, + 1.2691849633483798e-06, + 1.2649312566281878e-06, + 1.2607113148987992e-06, + 1.2565244560391875e-06, + 1.2523704526756774e-06, + 1.2482487363740802e-06, + 1.2442999377526576e-06, + 1.2404464087012457e-06, + 1.2366206192382379e-06, + 1.23283075481595e-06, + 1.229089207299694e-06, + 1.2254487273821724e-06, + 1.2218331448821118e-06, + 1.2182758837298024e-06, + 1.2148065025030519e-06, + 1.2114048786315834e-06, + 1.2078874078724766e-06, + 1.204395971399208e-06, + 1.2009195415885188e-06, + 1.1975273537245812e-06, + 1.194211790789268e-06, + 1.1909248769370606e-06, + 1.1876287544509978e-06, + 1.184380039376265e-06, + 1.1811071090050973e-06, + 1.1778688531194348e-06, + 1.1746485597541323e-06, + 1.1714373613358475e-06, + 1.1681804608087987e-06, + 1.1648891131699202e-06, + 1.1616293704719283e-06, + 1.1583292689465452e-06, + 1.1550536100912723e-06, + 1.151786705122504e-06, + 1.1485985851322766e-06, + 1.145573946814693e-06, + 1.1427073332015425e-06, + 1.1399388313293457e-06, + 1.1372316066626809e-06, + 1.1345816801622277e-06, + 1.1319872328385827e-06, + 1.1293519719401957e-06, + 1.1267227364442078e-06, + 1.123995502894104e-06, + 1.1211749324502307e-06, + 1.1182944490428781e-06, + 1.1153526884299936e-06, + 1.1126153367513325e-06, + 1.1098571803813684e-06, + 1.1071015251218341e-06, + 1.1043719041481381e-06, + 1.1017593806172954e-06, + 1.099163910112111e-06, + 1.096568212233251e-06, + 1.0939564845102723e-06, + 1.0913579444604693e-06, + 1.0886406016652472e-06, + 1.0858238965738565e-06, + 1.0829943448698032e-06, + 1.0801817325045704e-06, + 1.0773446774692275e-06, + 1.074445322046813e-06, + 1.0715641565184342e-06, + 1.0686906080081826e-06, + 1.0658625342330197e-06, + 1.0630720908011426e-06, + 1.0603320106383762e-06, + 1.057608187693404e-06, + 1.0549005082793883e-06, + 1.052208972396329e-06, + 1.0495333526705508e-06, + 1.0468626214787946e-06, + 1.0442073516969685e-06, + 1.0415678843855858e-06, + 1.0389177305114572e-06, + 1.0362645070927101e-06, + 1.0335955948903575e-06, + 1.0309427125321236e-06, + 1.0283057463311707e-06, + 1.0256844689138234e-06, + 1.023078766593244e-06, + 1.020488411995757e-06, + 1.0179135188082e-06, + 1.0153537459700601e-06, + 1.0128090934813372e-06, + 1.0102791065946803e-06, + 1.007764012683765e-06, + 1.0052866628029733e-06, + 1.0028468295786297e-06, + 1.0006718866861775e-06, + 9.985075166696333e-07, + 9.963536058421596e-07, + 9.942101542037562e-07, + 9.920770480675856e-07, + 9.899542874336476e-07, + 9.878417586151045e-07, + 9.857170653049252e-07, + 9.835804348767851e-07, + 9.813468295760686e-07, + 9.789924888536916e-07, + 9.766513358044904e-07, + 9.743231430547894e-07, + 9.720079106045887e-07, + 9.697054110802128e-07, + 9.67415530794824e-07, + 9.651382697484223e-07, + 9.628734005673323e-07, + 9.60620923251554e-07, + 9.583807241142495e-07, + 9.561526894685812e-07, + 9.539365919408738e-07, + 9.517323746877082e-07, + 9.495399808656657e-07, + 9.473593536313274e-07, + 9.451902656110178e-07, + 9.43032716804737e-07, + 9.408865935256472e-07, + 9.387517252434918e-07, + 9.366346489514399e-07, + 9.345285434392281e-07, + 9.324334087068564e-07, + 9.303492447543249e-07, + 9.282757673645392e-07, + 9.262130333809182e-07, + 9.241608722732053e-07, + 9.221193408848194e-07, + 9.200880981552473e-07, + 9.180611186820897e-07, + 9.16055057587073e-07, + 9.140591714640323e-07, + 9.120732329392922e-07, + 9.100974125431094e-07, + 9.081313692149706e-07, + 9.061751597982948e-07, + 9.042286706062441e-07, + 9.023163443089288e-07, + 9.004133403323067e-07, + 8.985194881461211e-07, + 8.96624669621815e-07, + 8.947507694756496e-07, + 8.928858505896642e-07, + 8.910299129638588e-07, + 8.891828429113957e-07, + 8.87344583588856e-07, + 8.855150213094021e-07, + 8.836709639581386e-07, + 8.818399805932131e-07, + 8.800178648016299e-07, + 8.782124041317729e-07, + 8.764088761381572e-07, + 8.746139315007895e-07, + 8.72827456532832e-07, + 8.710658789823356e-07, + 8.693124300407362e-07, + 8.675671665514528e-07, + 8.6582986114081e-07, + 8.640965347694873e-07, + 8.623712233202241e-07, + 8.606461392446363e-07, + 8.589246931478556e-07, + 8.572250180804986e-07, + 8.555331305615255e-07, + 8.538330007468176e-07, + 8.521407153239124e-07, + 8.504561606059724e-07 + ], + [ + 0.00010000000474974513, + 6.286115967668593e-05, + 4.323522443883121e-05, + 3.827829277724959e-05, + 3.4393626265227795e-05, + 2.9194578019087203e-05, + 2.5191351596731693e-05, + 2.2193724362296052e-05, + 1.9698933101608418e-05, + 1.7622485756874084e-05, + 1.5903488019830547e-05, + 1.4399593965208624e-05, + 1.3191958714742213e-05, + 1.2159083780716173e-05, + 1.1246393114561215e-05, + 1.0492444744159002e-05, + 9.855803909886163e-06, + 9.327674888481852e-06, + 8.87790520209819e-06, + 8.482309567625634e-06, + 8.123990482999943e-06, + 7.814090167812537e-06, + 7.527964953624178e-06, + 7.271314188983524e-06, + 7.042897323117359e-06, + 6.822418527008267e-06, + 6.632561508013168e-06, + 6.459415544668445e-06, + 6.2988378886075225e-06, + 6.14316468272591e-06, + 5.99698796577286e-06, + 5.8599507610779256e-06, + 5.725964456360089e-06, + 5.597704330284614e-06, + 5.474418230733136e-06, + 5.353121650841786e-06, + 5.241416602075333e-06, + 5.133327249495778e-06, + 5.0298526730330195e-06, + 4.93097422804567e-06, + 4.837625965592451e-06, + 4.748922492581187e-06, + 4.6644718167954125e-06, + 4.5831116040062625e-06, + 4.505443030211609e-06, + 4.430694389156997e-06, + 4.3589498091023415e-06, + 4.290136075724149e-06, + 4.2241144910804e-06, + 4.162435288890265e-06, + 4.103833362023579e-06, + 4.048212758789305e-06, + 3.9947185541677754e-06, + 3.952769020543201e-06, + 3.913756245310651e-06, + 3.875561105814995e-06, + 3.836939868051559e-06, + 3.7988086205587024e-06, + 3.7608488128171302e-06, + 3.7233380680845585e-06, + 3.686446234496543e-06, + 3.6479111713560997e-06, + 3.60759804607369e-06, + 3.5652585665957304e-06, + 3.521894768709899e-06, + 3.479859287836007e-06, + 3.439102783886483e-06, + 3.399543629711843e-06, + 3.361122708156472e-06, + 3.3237865864066407e-06, + 3.287484560132725e-06, + 3.2524351354368264e-06, + 3.2184209430852206e-06, + 3.1854981443757424e-06, + 3.15340435008693e-06, + 3.1224594749801327e-06, + 3.092256747549982e-06, + 3.0632090783910826e-06, + 3.0363016776391305e-06, + 3.012432443938451e-06, + 2.9895477382524405e-06, + 2.9679431463591754e-06, + 2.947447455881047e-06, + 2.928278036051779e-06, + 2.9098105187586043e-06, + 2.8912429570482345e-06, + 2.8721767648676177e-06, + 2.852215402526781e-06, + 2.8317431315372232e-06, + 2.8114525321143446e-06, + 2.792490477077081e-06, + 2.773571395664476e-06, + 2.7549085643840954e-06, + 2.737032218647073e-06, + 2.7193179903406417e-06, + 2.7022972517443122e-06, + 2.6854163479583804e-06, + 2.668531124072615e-06, + 2.6509351300774142e-06, + 2.632403266034089e-06, + 2.6141219677811023e-06, + 2.595232444946305e-06, + 2.5763999929040438e-06, + 2.557894049459719e-06, + 2.539536581025459e-06, + 2.5214519610017305e-06, + 2.5037393243110273e-06, + 2.4863222733984003e-06, + 2.4689663860044675e-06, + 2.4516477878933074e-06, + 2.4344474240933778e-06, + 2.417245013930369e-06, + 2.400220864728908e-06, + 2.383268565608887e-06, + 2.3664913442189572e-06, + 2.3504589989897795e-06, + 2.334822738703224e-06, + 2.3195902940642554e-06, + 2.304594772795099e-06, + 2.2898295810591662e-06, + 2.2752894892619224e-06, + 2.2609690404351568e-06, + 2.2468909719464136e-06, + 2.2331621494231513e-06, + 2.2192243704921566e-06, + 2.2054612145439023e-06, + 2.1917849153396674e-06, + 2.1781775103590917e-06, + 2.1647720132023096e-06, + 2.151615490220138e-06, + 2.138649733751663e-06, + 2.125991613866063e-06, + 2.113388063662569e-06, + 2.1009625470469473e-06, + 2.088711198666715e-06, + 2.0766221950907493e-06, + 2.064925865852274e-06, + 2.0533852875814773e-06, + 2.042281494141207e-06, + 2.0313186723797116e-06, + 2.020494321186561e-06, + 2.009980562434066e-06, + 2.000185531869647e-06, + 1.9906103716493817e-06, + 1.9812891878245864e-06, + 1.9720355339813977e-06, + 1.962856231330079e-06, + 1.9537237676559016e-06, + 1.944749101312482e-06, + 1.9356900793354725e-06, + 1.9266276467533316e-06, + 1.9175897705281386e-06, + 1.9082162907579914e-06, + 1.898952746159921e-06, + 1.8905632259702543e-06, + 1.8822071297108778e-06, + 1.8739350480245776e-06, + 1.8656937754712999e-06, + 1.8575350395622081e-06, + 1.8494574760552496e-06, + 1.8415186104903114e-06, + 1.833657051975024e-06, + 1.8257567262480734e-06, + 1.8174629303757683e-06, + 1.8093221569870366e-06, + 1.8013408862316282e-06, + 1.7934373772732215e-06, + 1.7856641534308437e-06, + 1.778064074642316e-06, + 1.7705557411318296e-06, + 1.7630343336350052e-06, + 1.7554574469613726e-06, + 1.7477680103183957e-06, + 1.7400242313669878e-06, + 1.7324557575193467e-06, + 1.7249025177079602e-06, + 1.7174259028251981e-06, + 1.7101266394092818e-06, + 1.7028029333232553e-06, + 1.695552214187046e-06, + 1.6883188891370082e-06, + 1.6812051626402535e-06, + 1.6741768149586278e-06, + 1.6670721834088909e-06, + 1.66002064361237e-06, + 1.65303890753421e-06, + 1.6461256109323585e-06, + 1.639212769077858e-06, + 1.6323516547345207e-06, + 1.6255576156254392e-06, + 1.6188297422559117e-06, + 1.6121239241329022e-06, + 1.6054831348810694e-06, + 1.5988923678378342e-06, + 1.5923500313874683e-06, + 1.5858702226978494e-06, + 1.5796146044522175e-06, + 1.5734177623016876e-06, + 1.5672773088226677e-06, + 1.561192675580969e-06, + 1.5551628393950523e-06, + 1.5491872318307287e-06, + 1.5432648297064588e-06, + 1.5373949509012164e-06, + 1.5316678627641522e-06, + 1.5259805650202907e-06, + 1.5201461565084173e-06, + 1.5144075860007433e-06, + 1.5087194924490177e-06, + 1.5030960867079557e-06, + 1.4975214526202762e-06, + 1.4919947943781153e-06, + 1.4865155435472843e-06, + 1.481048229834414e-06, + 1.4755787560716271e-06, + 1.4701732879984775e-06, + 1.4648948081230628e-06, + 1.4596199662264553e-06, + 1.4544104942615377e-06, + 1.4492778745989199e-06, + 1.4442464362218743e-06, + 1.4392978755495278e-06, + 1.4343884231493575e-06, + 1.4295405890152324e-06, + 1.4247304989112308e-06, + 1.4199223414834705e-06, + 1.4152150242807693e-06, + 1.4105435184319504e-06, + 1.4058642818781664e-06, + 1.4011894791110535e-06, + 1.3968576695333468e-06, + 1.3926168094258173e-06, + 1.3883833389627398e-06, + 1.384178972330119e-06, + 1.3800031410937663e-06, + 1.3757443184658769e-06, + 1.3715152817894705e-06, + 1.3672961358679458e-06, + 1.3630839248435223e-06, + 1.3588457932200981e-06, + 1.3543908607971389e-06, + 1.3498915905074682e-06, + 1.3454269947033026e-06, + 1.340996732324129e-06, + 1.3366103530643159e-06, + 1.332309238932794e-06, + 1.3281403425935423e-06, + 1.3240274938652874e-06, + 1.3200135526858503e-06, + 1.3164291203793255e-06, + 1.3134945220372174e-06, + 1.3106480309943436e-06, + 1.3082561736155185e-06, + 1.306323497374251e-06, + 1.3042888440395473e-06, + 1.3021845006733201e-06, + 1.2999195178053924e-06, + 1.2974614946870133e-06, + 1.2949716392540722e-06, + 1.2921888128403225e-06, + 1.2891655387647916e-06, + 1.285913413084927e-06, + 1.2823722954635741e-06, + 1.2787945706804749e-06, + 1.2751193025906105e-06, + 1.2713508112938143e-06, + 1.2674796607825556e-06, + 1.2635895245693973e-06, + 1.2597270142578054e-06, + 1.2559215747387498e-06, + 1.2522042425189284e-06, + 1.2485539855333627e-06, + 1.2450030908439658e-06, + 1.2419702670740662e-06, + 1.2389893981890054e-06, + 1.2360261507637915e-06, + 1.2330785921221832e-06, + 1.2301463812036673e-06, + 1.227166535500146e-06, + 1.2241839613125194e-06, + 1.2212206002004677e-06, + 1.2180745443401975e-06, + 1.2148500445618993e-06, + 1.2114401215512771e-06, + 1.2080184887963696e-06, + 1.2046191386616556e-06, + 1.2012397974103806e-06, + 1.1978825114056235e-06, + 1.1945439837290905e-06, + 1.1912103445865796e-06, + 1.1878398709086468e-06, + 1.1846109373436775e-06, + 1.1814795470854733e-06, + 1.1786409004344023e-06, + 1.1778301995946094e-06, + 1.1771403478633147e-06, + 1.176560317617259e-06, + 1.1759551625800668e-06, + 1.1757430229408783e-06, + 1.175438910649973e-06, + 1.1749208397304756e-06, + 1.1743131835828535e-06, + 1.1738712828446296e-06, + 1.1733403653124697e-06, + 1.1727545370376902e-06, + 1.171945996247814e-06, + 1.170967152575031e-06, + 1.1697671880028793e-06, + 1.168605081147689e-06, + 1.1675001587718725e-06, + 1.1662975794024533e-06, + 1.1650522537820507e-06, + 1.1636284398264252e-06, + 1.1619923725447734e-06, + 1.1602195399973425e-06, + 1.1585037782424479e-06, + 1.1566878583835205e-06, + 1.1548758038770757e-06, + 1.1528554750839248e-06, + 1.1508006991789443e-06, + 1.1486129096738296e-06, + 1.1463032478786772e-06, + 1.1439550462455372e-06, + 1.1413990250730421e-06, + 1.1388872280804208e-06, + 1.136215928454476e-06, + 1.1335453109495575e-06, + 1.1308682132948888e-06, + 1.1281806564511498e-06, + 1.1254719538555946e-06, + 1.1227492677789996e-06, + 1.119989292419632e-06, + 1.1172154472660623e-06, + 1.1143561096105259e-06, + 1.1114088920294307e-06, + 1.1084796369686956e-06, + 1.1055683444283204e-06, + 1.1027054824808147e-06, + 1.0999125379385077e-06, + 1.0973689086313243e-06, + 1.0949554507533321e-06, + 1.0925662081717746e-06, + 1.0901886753345025e-06, + 1.087842292690766e-06, + 1.0855413847821183e-06, + 1.083273787116923e-06, + 1.0809483228513272e-06, + 1.0785795439005597e-06, + 1.0761149269455927e-06, + 1.0734825082181487e-06, + 1.070842245098902e-06, + 1.0682049378374359e-06, + 1.0655799087544437e-06, + 1.0629538564899121e-06, + 1.0603102964523714e-06, + 1.0576607110124314e-06, + 1.0550262459219084e-06, + 1.05240701486764e-06, + 1.049802790475951e-06, + 1.0472134590600035e-06, + 1.0446389069329598e-06, + 1.0420787930343067e-06, + 1.0395333447377197e-06, + 1.0370022209826857e-06, + 1.0344851943955291e-06, + 1.03198226497625e-06, + 1.0294934327248484e-06, + 1.027018356580811e-06, + 1.024557036544138e-06, + 1.022109245241154e-06, + 1.0196749826718587e-06, + 1.0172541351494147e-06, + 1.0148463616133085e-06, + 1.0124517757503781e-06, + 1.0100703775606235e-06, + 1.0077017122966936e-06, + 1.0053458936454263e-06, + 1.0030028079199838e-06, + 1.0006722277466906e-06, + 9.983540394387092e-07, + 9.96048356682877e-07, + 9.937548384186812e-07, + 9.914735983329592e-07, + 9.89204295365198e-07, + 9.869469295153976e-07, + 9.84701500783558e-07, + 9.824678954828414e-07, + 9.802457725527347e-07, + 9.780352456800756e-07, + 9.758362011780264e-07, + 9.736485253597493e-07, + 9.714721045384067e-07, + 9.693069387139985e-07, + 9.671528005128494e-07, + 9.650096899349592e-07, + 9.628774932934903e-07, + 9.60756096901605e-07, + 9.58645500759303e-07, + 9.565454774929094e-07, + 9.544560271024238e-07 + ] + ], + "training_efficiencies": [ + [ + 0.00032894735340960324, + 0.00021266084513626993, + 0.00015345108113251626, + 0.00013049553672317415, + 0.00011256247671553865, + 9.250047878595069e-05, + 7.732784433756024e-05, + 7.427106174873188e-05, + 7.077548798406497e-05, + 6.42127706669271e-05, + 5.8282428653910756e-05, + 5.250136382528581e-05, + 4.7352634283015504e-05, + 4.314968464314006e-05, + 4.085331238457002e-05, + 3.9360751543426886e-05, + 3.854154783766717e-05, + 3.7763878935948014e-05, + 3.674226172734052e-05, + 3.536834265105426e-05, + 3.379421468707733e-05, + 3.231921436963603e-05, + 3.079699308727868e-05, + 2.9339995307964273e-05, + 2.8008114895783365e-05, + 2.67933210125193e-05, + 2.564418718975503e-05, + 2.459646566421725e-05, + 2.356435106776189e-05, + 2.2557595002581365e-05, + 2.1634126824210398e-05, + 2.0970668629161082e-05, + 2.0466586647671647e-05, + 1.9971585061284713e-05, + 1.9515649910317734e-05, + 1.9070237613050267e-05, + 1.8645512682269327e-05, + 1.823852835514117e-05, + 1.7820417269831523e-05, + 1.7404800018994138e-05, + 1.6964479073067196e-05, + 1.651802085689269e-05, + 1.6094430975499563e-05, + 1.570090535096824e-05, + 1.5330420865211636e-05, + 1.4987454051151872e-05, + 1.4668518815597054e-05, + 1.4367410585691687e-05, + 1.4081021618039813e-05, + 1.3807773939333856e-05, + 1.3548889910453e-05, + 1.330330633209087e-05, + 1.306969079450937e-05, + 1.2850614439230412e-05, + 1.2641214198083617e-05, + 1.243870792677626e-05, + 1.2240670002938714e-05, + 1.2050324585288763e-05, + 1.1867826287925709e-05, + 1.169275310530793e-05, + 1.1524481124070007e-05, + 1.1362675650161691e-05, + 1.1206801900698338e-05, + 1.1056305993406568e-05, + 1.0910311175393872e-05, + 1.0769329492177349e-05, + 1.0633156307449099e-05, + 1.0501436008780729e-05, + 1.0374000339652412e-05, + 1.0251371350022964e-05, + 1.0139712685486302e-05, + 1.0032072168542072e-05, + 9.926659913617186e-06, + 9.823998880165163e-06, + 9.724023584567476e-06, + 9.627151484892238e-06, + 9.534832315694075e-06, + 9.44608746067388e-06, + 9.360062904306687e-06, + 9.270575901609845e-06, + 9.183880138152745e-06, + 9.099915587285068e-06, + 9.019368917506654e-06, + 8.94237746251747e-06, + 8.871973477653228e-06, + 8.803122000244912e-06, + 8.735721166885924e-06, + 8.672429430589546e-06, + 8.61225817061495e-06, + 8.552297913411167e-06, + 8.496201189700514e-06, + 8.440886631433386e-06, + 8.383588465221692e-06, + 8.326679562742356e-06, + 8.271470505860634e-06, + 8.218132279580459e-06, + 8.165116014424711e-06, + 8.114971933537163e-06, + 8.063339009822812e-06, + 8.01150054030586e-06, + 7.96619315224234e-06, + 7.919220479379874e-06, + 7.872304195188917e-06, + 7.825465218047611e-06, + 7.780416126479395e-06, + 7.742679372313432e-06, + 7.702157745370641e-06, + 7.660649316676427e-06, + 7.618723884661449e-06, + 7.57837233322789e-06, + 7.5388084042060655e-06, + 7.499024832213763e-06, + 7.456507773895282e-06, + 7.419409030262614e-06, + 7.385318440356059e-06, + 7.350947271334007e-06, + 7.31623458705144e-06, + 7.2806051321094856e-06, + 7.243688742164522e-06, + 7.205589099612553e-06, + 7.164894213929074e-06, + 7.122553142835386e-06, + 7.081239800754702e-06, + 7.0383675847551785e-06, + 6.996438969508745e-06, + 6.9539996729872655e-06, + 6.9121679189265706e-06, + 6.870847755635623e-06, + 6.8289095906948205e-06, + 6.787580332456855e-06, + 6.745945483999094e-06, + 6.7018090703641064e-06, + 6.658153779426357e-06, + 6.615191978198709e-06, + 6.572628535650438e-06, + 6.530732662213268e-06, + 6.489207862614421e-06, + 6.448597105190856e-06, + 6.408612989616813e-06, + 6.3692314142826945e-06, + 6.330446467472939e-06, + 6.292234957072651e-06, + 6.254590516618919e-06, + 6.217492682480952e-06, + 6.180928266985575e-06, + 6.144891358417226e-06, + 6.109362857387168e-06, + 6.073788426874671e-06, + 6.0387842495401856e-06, + 6.005393515806645e-06, + 5.972445705992868e-06, + 5.9401577345852274e-06, + 5.9082872212457005e-06, + 5.876993327547098e-06, + 5.846095064043766e-06, + 5.815590611746302e-06, + 5.785465418739477e-06, + 5.755718120781239e-06, + 5.726275048800744e-06, + 5.696476819139207e-06, + 5.667055575031554e-06, + 5.638056791212875e-06, + 5.609529125649715e-06, + 5.58120427740505e-06, + 5.5535879255330656e-06, + 5.526297627511667e-06, + 5.4993311096041e-06, + 5.472678367368644e-06, + 5.446336672321195e-06, + 5.420058187155519e-06, + 5.394202617026167e-06, + 5.368362963054096e-06, + 5.342822532838909e-06, + 5.317572231433587e-06, + 5.292286914482247e-06, + 5.267288997856667e-06, + 5.242573024588637e-06, + 5.218138085183455e-06, + 5.193974175199401e-06, + 5.170081294636475e-06, + 5.146304829395376e-06, + 5.122820766700897e-06, + 5.099591817270266e-06, + 5.076617981103482e-06, + 5.053890163253527e-06, + 5.031407908973051e-06, + 5.00916394230444e-06, + 4.987157353752991e-06, + 4.96538041261374e-06, + 4.943832664139336e-06, + 4.922507287119515e-06, + 4.901400643575471e-06, + 4.880970209342195e-06, + 4.860741228185361e-06, + 4.840712335862918e-06, + 4.820955837203655e-06, + 4.8016058826760855e-06, + 4.786827048519626e-06, + 4.773487489728723e-06, + 4.760372121381806e-06, + 4.747332695842488e-06, + 4.734366939374013e-06, + 4.7211951823555864e-06, + 4.708099822892109e-06, + 4.694462404586375e-06, + 4.680174697568873e-06, + 4.664621883421205e-06, + 4.6466116145893466e-06, + 4.628695478459122e-06, + 4.610564701579278e-06, + 4.592601271724561e-06, + 4.57480518889497e-06, + 4.557210104394471e-06, + 4.539776909950888e-06, + 4.522500148596009e-06, + 4.505380729824537e-06, + 4.4884136514156125e-06, + 4.4715993681165855e-06, + 4.454808276932454e-06, + 4.438242740434362e-06, + 4.4218736547918525e-06, + 4.405648269312223e-06, + 4.389527475723298e-06, + 4.3735531107813586e-06, + 4.357716989034088e-06, + 4.3420154725026805e-06, + 4.326448106439784e-06, + 4.311012162361294e-06, + 4.2959500206052326e-06, + 4.280941993783927e-06, + 4.265916686563287e-06, + 4.251015525369439e-06, + 4.236237145960331e-06, + 4.221572453388944e-06, + 4.207027814118192e-06, + 4.192600499663968e-06, + 4.178290510026272e-06, + 4.16409466197365e-06, + 4.14987971453229e-06, + 4.135688868700527e-06, + 4.121611254959134e-06, + 4.107647782802815e-06, + 4.0938539314083755e-06, + 4.0803920455800835e-06, + 4.067033842147794e-06, + 4.053877546539297e-06, + 4.040819931105943e-06, + 4.02794194087619e-06, + 4.01515853809542e-06, + 4.002470632258337e-06, + 3.9898759496281855e-06, + 3.977374490204966e-06, + 3.964909410569817e-06, + 3.9523297346022446e-06, + 3.939843281841604e-06, + 3.9273568290809635e-06, + 3.914964054274606e-06, + 3.9025881051202305e-06, + 3.890305379172787e-06, + 3.878112693200819e-06, + 3.866010047204327e-06, + 3.853996076941257e-06, + 3.842167188849999e-06, + 3.830910827673506e-06, + 3.8198299989744555e-06, + 3.8088228393462487e-06, + 3.797993713305914e-06, + 3.7874151530559175e-06, + 3.7769050322822295e-06, + 3.766461304621771e-06, + 3.756425257961382e-06, + 3.7463896660483442e-06, + 3.7364925447036512e-06, + 3.726844170159893e-06, + 3.7177526337472955e-06, + 3.70871089216962e-06, + 3.6997487313783495e-06, + 3.6909700611431617e-06, + 3.6819844808633206e-06, + 3.6729054500028724e-06, + 3.663797542685643e-06, + 3.654364718386205e-06, + 3.6447188449528767e-06, + 3.6350252230477054e-06, + 3.6250337416277034e-06, + 3.6150488540442893e-06, + 3.605414804042084e-06, + 3.5957536965725012e-06, + 3.5862508411810268e-06, + 3.576805283955764e-06, + 3.5674177070177393e-06, + 3.558067874109838e-06, + 3.5487557852320606e-06, + 3.539456429280108e-06, + 3.5301218304084614e-06, + 3.5208440749556758e-06, + 3.5113034755340777e-06, + 3.5019704682781594e-06, + 3.4932613743876573e-06, + 3.484601393211051e-06, + 3.4760516882670345e-06, + 3.467549731794861e-06, + 3.459095523794531e-06, + 3.4506879273976665e-06, + 3.4423267152305925e-06, + 3.4340116599196335e-06, + 3.425516297284048e-06, + 3.4168722322647227e-06, + 3.4078789212799165e-06, + 3.398941316845594e-06, + 3.389999847058789e-06, + 3.3811136290751165e-06, + 3.3722815260261996e-06, + 3.3635033105383627e-06, + 3.354793989274185e-06, + 3.3461378734500613e-06, + 3.3375331440765876e-06, + 3.328980255901115e-06, + 3.3204780720552662e-06, + 3.3120261377916904e-06, + 3.3036244531103875e-06, + 3.295272108516656e-06, + 3.286969331384171e-06, + 3.2787147574708797e-06, + 3.2704936074878788e-06, + 3.262320205976721e-06, + 3.2541943255637307e-06, + 3.246115511501557e-06, + 3.2380833090428496e-06, + 3.230097263440257e-06, + 3.2221573746937793e-06, + 3.214262278561364e-06, + 3.2064124297903618e-06, + 3.198606918886071e-06, + 3.1908457458484918e-06, + 3.183128001182922e-06, + 3.17549370265624e-06, + 3.167939894410665e-06, + 3.1604643027094426e-06, + 3.1531167223874945e-06, + 3.1461640901397914e-06, + 3.139456566714216e-06, + 3.1327813303505536e-06, + 3.1261381536751287e-06, + 3.119526809314266e-06, + 3.1129086437431397e-06, + 3.10628615807218e-06, + 3.099660261796089e-06, + 3.0929834338166984e-06, + 3.08622816191928e-06, + 3.0792609777563484e-06, + 3.0721469101990806e-06, + 3.0650712687929627e-06, + 3.058033144043293e-06, + 3.0510327633237466e-06, + 3.0440689897659468e-06, + 3.0371838874998502e-06, + 3.0303344829007983e-06, + 3.0235210033424664e-06, + 3.0167429940775037e-06, + 3.010000000358559e-06, + 3.0032917948119575e-06, + 2.996618150064023e-06, + 2.989978838741081e-06, + 2.983373633469455e-06, + 2.976801852128119e-06, + 2.9702243864448974e-06, + 2.9636803446919657e-06, + 2.9571801860583946e-06, + 2.9507755243685097e-06, + 2.9444861411320744e-06, + 2.9382595130300615e-06, + 2.9321543024707353e-06, + 2.9262164389365353e-06, + 2.9203058602433885e-06, + 2.9144227937649703e-06, + 2.908566330006579e-06, + 2.9027266919001704e-06, + 2.8968672722839983e-06, + 2.890988298531738e-06, + 2.885059075197205e-06, + 2.8791580461984267e-06, + 2.873197672670358e-06, + 2.867133161998936e-06, + 2.861098437278997e-06, + 2.855092816389515e-06, + 2.8491162993304897e-06, + 2.8431686587282456e-06, + 2.837249894582783e-06, + 2.831359324773075e-06, + 2.8254971766727977e-06, + 2.8196627681609243e-06, + 2.8138563266111305e-06, + 2.8080773972760653e-06, + 2.8023257527820533e-06, + 2.796601165755419e-06, + 2.7909036361961626e-06, + 2.7852329367306083e-06, + 2.7795886126114056e-06, + 2.7739708912122296e-06 + ], + [ + 0.00032894735340960324, + 0.00023595537641085684, + 0.00017136966926045716, + 0.00013100715295877308, + 0.00010934774036286399, + 9.1287620307412e-05, + 7.852595445001498e-05, + 6.835555541329086e-05, + 5.964404408587143e-05, + 5.35096951352898e-05, + 4.825105133932084e-05, + 4.4039836211595684e-05, + 4.0642014937475324e-05, + 3.7819441786268726e-05, + 3.5821180063067004e-05, + 3.410772478673607e-05, + 3.255935007473454e-05, + 3.121456393273547e-05, + 3.00215688184835e-05, + 2.8922057026647963e-05, + 2.7925774702453054e-05, + 2.7004512958228588e-05, + 2.6299863748135976e-05, + 2.566393231973052e-05, + 2.5050183467101306e-05, + 2.4470495191053487e-05, + 2.3920943931443617e-05, + 2.3400054487865418e-05, + 2.290471275046002e-05, + 2.2394664483726956e-05, + 2.1857469619135372e-05, + 2.1331259631551802e-05, + 2.0760822735610418e-05, + 2.0230072550475597e-05, + 1.987059658858925e-05, + 1.9525534298736602e-05, + 1.9194369087927043e-05, + 1.8875889509217814e-05, + 1.8569664462120272e-05, + 1.8274664398632012e-05, + 1.7990525520872325e-05, + 1.7712709450279362e-05, + 1.7396820112480782e-05, + 1.7187301637022756e-05, + 1.6983089153654873e-05, + 1.6783844330348074e-05, + 1.6625730495434254e-05, + 1.649274054216221e-05, + 1.6335823602275923e-05, + 1.6154257536982186e-05, + 1.59620976774022e-05, + 1.5775029169162735e-05, + 1.5581617844873108e-05, + 1.5373592759715393e-05, + 1.516830252512591e-05, + 1.4954818652768154e-05, + 1.4949036085454281e-05, + 1.4932873455109075e-05, + 1.4890895727148745e-05, + 1.4819863281445578e-05, + 1.4732930139871314e-05, + 1.461592546547763e-05, + 1.4475235730060376e-05, + 1.4311208360595629e-05, + 1.4127600479696412e-05, + 1.3951846085547004e-05, + 1.3784873772237916e-05, + 1.36249664137722e-05, + 1.3471930287778378e-05, + 1.332381089014234e-05, + 1.3168132682039868e-05, + 1.301159500144422e-05, + 1.2849681297666393e-05, + 1.2689540199062321e-05, + 1.2530976164271124e-05, + 1.2379997315292712e-05, + 1.2229251296957955e-05, + 1.2080221495125443e-05, + 1.1932973393413704e-05, + 1.1806036127381958e-05, + 1.1698080925270915e-05, + 1.1602905942709185e-05, + 1.1509445357660297e-05, + 1.141543634730624e-05, + 1.1325469131406862e-05, + 1.1241920219617896e-05, + 1.1160468602611218e-05, + 1.1078639545303304e-05, + 1.1000784979842138e-05, + 1.0931884389719926e-05, + 1.0863687748496886e-05, + 1.079688809113577e-05, + 1.0728133020165842e-05, + 1.0652699529600795e-05, + 1.0573724466667045e-05, + 1.0494418347661849e-05, + 1.0410432878416032e-05, + 1.0323518836230505e-05, + 1.0230751286144368e-05, + 1.0134313015441876e-05, + 1.0033303624368273e-05, + 9.930364285537507e-06, + 9.828862857830245e-06, + 9.729338671604637e-06, + 9.637203220336232e-06, + 9.54937786445953e-06, + 9.465225957683288e-06, + 9.383465112478007e-06, + 9.305546882387716e-06, + 9.229339411831461e-06, + 9.155146472039632e-06, + 9.08200854610186e-06, + 9.01005114428699e-06, + 8.93747346708551e-06, + 8.867479664331768e-06, + 8.801291187410243e-06, + 8.737240023037884e-06, + 8.6733298303443e-06, + 8.61032913235249e-06, + 8.549021004000679e-06, + 8.488675121043343e-06, + 8.428149158135056e-06, + 8.367424015887082e-06, + 8.305371011374518e-06, + 8.24235121399397e-06, + 8.178220014087856e-06, + 8.11397057987051e-06, + 8.050937140069436e-06, + 7.988743163878098e-06, + 7.927599654067308e-06, + 7.867502063163556e-06, + 7.809162525518332e-06, + 7.751872544758953e-06, + 7.69559119362384e-06, + 7.64030028221896e-06, + 7.586037099827081e-06, + 7.532707058999222e-06, + 7.480607564502861e-06, + 7.429821835103212e-06, + 7.379723683698103e-06, + 7.3300229814776685e-06, + 7.282013484655181e-06, + 7.234759777929867e-06, + 7.1885910983837675e-06, + 7.144332812458742e-06, + 7.100723905750783e-06, + 7.057454695313936e-06, + 7.014626589807449e-06, + 6.9737939156766515e-06, + 6.9354232437035535e-06, + 6.896522791066673e-06, + 6.858358119643526e-06, + 6.820549060648773e-06, + 6.782102445868077e-06, + 6.744575330230873e-06, + 6.70781810185872e-06, + 6.671527899015928e-06, + 6.634041255892953e-06, + 6.596583716600435e-06, + 6.558421318914043e-06, + 6.520468559756409e-06, + 6.483544893853832e-06, + 6.447120995289879e-06, + 6.4114069573406596e-06, + 6.375805241987109e-06, + 6.340427717077546e-06, + 6.305509941739729e-06, + 6.2710478232475e-06, + 6.2370359046326485e-06, + 6.203460543474648e-06, + 6.170316737552639e-06, + 6.137164291430963e-06, + 6.104438398324419e-06, + 6.071928964956896e-06, + 6.0398338064260315e-06, + 6.009219305269653e-06, + 5.979276465950534e-06, + 5.950685135758249e-06, + 5.923518983763643e-06, + 5.8971040743927006e-06, + 5.870820132258814e-06, + 5.844808583788108e-06, + 5.81906260777032e-06, + 5.79353627472301e-06, + 5.767597031081095e-06, + 5.741650966228917e-06, + 5.7150668908434454e-06, + 5.6885355661506765e-06, + 5.6615317589603364e-06, + 5.634417448163731e-06, + 5.607609182334272e-06, + 5.5811019592511e-06, + 5.555151346925413e-06, + 5.531559963856125e-06, + 5.508317372004967e-06, + 5.485299425345147e-06, + 5.462506123876665e-06, + 5.439931101136608e-06, + 5.417572992882924e-06, + 5.39564052814967e-06, + 5.3741541705676354e-06, + 5.352626885724021e-06, + 5.329886789695593e-06, + 5.306882485456299e-06, + 5.283792688715039e-06, + 5.2609516387747135e-06, + 5.238344328972744e-06, + 5.2159639380988665e-06, + 5.194290224608267e-06, + 5.172813871467952e-06, + 5.151774985279189e-06, + 5.1310548769833986e-06, + 5.110934580443427e-06, + 5.090998911327915e-06, + 5.07123058923753e-06, + 5.051806510891765e-06, + 5.032553872297285e-06, + 5.0133066906710155e-06, + 4.993853963242145e-06, + 4.974794137524441e-06, + 4.955793428962352e-06, + 4.936880486638984e-06, + 4.917843398288824e-06, + 4.898976385447895e-06, + 4.880191681877477e-06, + 4.86151020595571e-06, + 4.843082024308387e-06, + 4.825859377888264e-06, + 4.8108099690580275e-06, + 4.796537268703105e-06, + 4.783543317898875e-06, + 4.7707485464343335e-06, + 4.758318027597852e-06, + 4.745874775835546e-06, + 4.7329344852187205e-06, + 4.719353910331847e-06, + 4.705011633632239e-06, + 4.689691195380874e-06, + 4.6739282879570965e-06, + 4.658029865822755e-06, + 4.641448413167382e-06, + 4.625161636795383e-06, + 4.608875315170735e-06, + 4.59256989415735e-06, + 4.576474111672724e-06, + 4.56047700936324e-06, + 4.544665898720268e-06, + 4.529083071247442e-06, + 4.513470230449457e-06, + 4.497983354667667e-06, + 4.482618805923266e-06, + 4.467218332138145e-06, + 4.451826953300042e-06, + 4.436560175236082e-06, + 4.421298399392981e-06, + 4.406158950587269e-06, + 4.390949015942169e-06, + 4.375769094622228e-06, + 4.360711955087027e-06, + 4.34577532359981e-06, + 4.330959200160578e-06, + 4.316260401537875e-06, + 4.301678472984349e-06, + 4.2872106860158965e-06, + 4.272877049515955e-06, + 4.258703484083526e-06, + 4.244760930305347e-06, + 4.2309238779125735e-06, + 4.217192781652557e-06, + 4.203701791993808e-06, + 4.190635536360787e-06, + 4.177662503934698e-06, + 4.164781785220839e-06, + 4.15212662119302e-06, + 4.139541943004588e-06, + 4.126886324229417e-06, + 4.114510375075042e-06, + 4.102496404811973e-06, + 4.0905497371568345e-06, + 4.078607162227854e-06, + 4.0666418499313295e-06, + 4.054757482663263e-06, + 4.042952696181601e-06, + 4.031342086818768e-06, + 4.0199079194280785e-06, + 4.008507403341355e-06, + 3.996888608526206e-06, + 3.9852379813964944e-06, + 3.973666025558487e-06, + 3.962053142458899e-06, + 3.9505193853983656e-06, + 3.939062025892781e-06, + 3.927563284378266e-06, + 3.916075911547523e-06, + 3.90457307730685e-06, + 3.893047960445983e-06, + 3.881602424371522e-06, + 3.870234650094062e-06, + 3.858944182866253e-06, + 3.847730113193393e-06, + 3.83659153158078e-06, + 3.825527528533712e-06, + 3.8146440601849463e-06, + 3.8040282106521772e-06, + 3.7935772070341045e-06, + 3.783257170653087e-06, + 3.7730017083958955e-06, + 3.7628101381415036e-06, + 3.752681323021534e-06, + 3.7426157177833375e-06, + 3.7326119581848616e-06, + 3.7226695894787554e-06, + 3.712688112500473e-06, + 3.7024572066002293e-06, + 3.692291102197487e-06, + 3.682204123833799e-06, + 3.6722271943290252e-06, + 3.6624369386117905e-06, + 3.6527137581288116e-06, + 3.6431279113458004e-06, + 3.6336002722237026e-06, + 3.6243577596906107e-06, + 3.6152207485429244e-06, + 3.6062053823116003e-06, + 3.5972414025309263e-06, + 3.588231038520462e-06, + 3.5792545531876385e-06, + 3.5703910725715104e-06, + 3.5615780689113308e-06, + 3.5527411910152296e-06, + 3.5439545627014013e-06, + 3.5349526115169283e-06, + 3.526003411025158e-06, + 3.5170410228602123e-06, + 3.508131385387969e-06, + 3.4992733617400518e-06, + 3.4904642234323546e-06, + 3.481532758087269e-06, + 3.472653816061211e-06, + 3.46382739735418e-06, + 3.4550523650977993e-06, + 3.4463289466657443e-06, + 3.4376560051896377e-06, + 3.429033768043155e-06, + 3.4204610983579187e-06, + 3.411937996133929e-06, + 3.40346377925016e-06, + 3.3950382203329355e-06, + 3.3866606372612296e-06, + 3.3783308026613668e-06, + 3.3700480344123207e-06, + 3.361811650393065e-06, + 3.3536216506036e-06, + 3.3454778076702496e-06, + 3.337379439471988e-06, + 3.3293263186351396e-06, + 3.3213179904123535e-06, + 3.313354000056279e-06, + 3.3054341201932402e-06, + 3.2975572139548603e-06, + 3.28972373608849e-06, + 3.281933459220454e-06, + 3.2741854738560505e-06, + 3.2664793252479285e-06, + 3.258815013396088e-06, + 3.2511920835531782e-06, + 3.2436103083455237e-06, + 3.2360687782784225e-06, + 3.2285672659781994e-06, + 3.2211062261922052e-06, + 3.2137168091139756e-06, + 3.2063665003079223e-06, + 3.1990548450266942e-06, + 3.191781615896616e-06, + 3.1845461307966616e-06, + 3.1773483897268306e-06, + 3.170187710566097e-06, + 3.163064320688136e-06, + 3.1559775379719213e-06, + 3.148927362417453e-06, + 3.1419131119037047e-06, + 3.134904318358167e-06, + 3.127931222479674e-06, + 3.1209938242682256e-06, + 3.114091668976471e-06, + 3.1072245292307343e-06, + 3.100391950283665e-06, + 3.0935939321352635e-06, + 3.0868302474118536e-06, + 3.080100441366085e-06, + 3.0734042866242817e-06, + 3.066741328439093e-06, + 3.0601115668105194e-06, + 3.0535145469912095e-06, + 3.046950496354839e-06, + 3.0404182780330302e-06, + 3.0339188015204854e-06, + 3.0274504752014764e-06, + 3.021014208570705e-06, + 3.014609092133469e-06 + ], + [ + 0.0003289473825134337, + 0.00020674588449764997, + 0.00017704440688248724, + 0.00013208635209593922, + 0.00010807398211909458, + 8.924501889850944e-05, + 8.097333193290979e-05, + 7.38511880626902e-05, + 6.494448462035507e-05, + 5.850165689480491e-05, + 5.456786311697215e-05, + 5.094291554996744e-05, + 4.671244096243754e-05, + 4.287039701011963e-05, + 3.949210076825693e-05, + 3.6318186175776646e-05, + 3.365404700161889e-05, + 3.127180025330745e-05, + 2.9363658541115e-05, + 2.7825002689496614e-05, + 2.6617162802722305e-05, + 2.565984323155135e-05, + 2.4771597963990644e-05, + 2.3986303858691826e-05, + 2.3394131858367473e-05, + 2.2807118511991575e-05, + 2.2224037820706144e-05, + 2.159674113499932e-05, + 2.1044330424047075e-05, + 2.0511652110144496e-05, + 1.9990906366729178e-05, + 1.9431960026849993e-05, + 1.8903023374150507e-05, + 1.8417349565424956e-05, + 1.7963477148441598e-05, + 1.7533682694192976e-05, + 1.7105141523643397e-05, + 1.6682104615028948e-05, + 1.629336657060776e-05, + 1.592746593814809e-05, + 1.5566351066809148e-05, + 1.5217523468891159e-05, + 1.4887054931023158e-05, + 1.4566702702722978e-05, + 1.4262713193602394e-05, + 1.3975747606309596e-05, + 1.3707828657061327e-05, + 1.3459200999932364e-05, + 1.3238922292657662e-05, + 1.3029622095928062e-05, + 1.2831841559091117e-05, + 1.2646387403947301e-05, + 1.2467744454625063e-05, + 1.2295640772208571e-05, + 1.2125236935389694e-05, + 1.1960516530962195e-05, + 1.1800793799920939e-05, + 1.16405672088149e-05, + 1.1484201422717888e-05, + 1.1332403119013179e-05, + 1.118647287512431e-05, + 1.104501097870525e-05, + 1.090811474568909e-05, + 1.0776482668006793e-05, + 1.0650671356415842e-05, + 1.0541893971094396e-05, + 1.0437281162012368e-05, + 1.0339169421058614e-05, + 1.0244823897664901e-05, + 1.015480393107282e-05, + 1.0068012670672033e-05, + 9.985131327994168e-06, + 9.901001249090768e-06, + 9.81182347459253e-06, + 9.721823516883887e-06, + 9.63279580901144e-06, + 9.552934898238163e-06, + 9.474605576542672e-06, + 9.396471796208061e-06, + 9.318479897046927e-06, + 9.238935490429867e-06, + 9.163130016531795e-06, + 9.089152626984287e-06, + 9.016866897582076e-06, + 8.942442036641296e-06, + 8.867074029694777e-06, + 8.794245331955608e-06, + 8.720538971829228e-06, + 8.648598850413691e-06, + 8.581815563957207e-06, + 8.515935405739583e-06, + 8.44933765620226e-06, + 8.382451596844476e-06, + 8.316746971104294e-06, + 8.248505764640868e-06, + 8.181304110621568e-06, + 8.115830496535636e-06, + 8.050335054576863e-06, + 7.985062438820023e-06, + 7.917388757050503e-06, + 7.851007467252202e-06, + 7.786018613842316e-06, + 7.722098416707013e-06, + 7.659488801436964e-06, + 7.598165666422574e-06, + 7.538064892287366e-06, + 7.4792769737541676e-06, + 7.422352155117551e-06, + 7.366514637396904e-06, + 7.314728463825304e-06, + 7.26454072719207e-06, + 7.215181994979503e-06, + 7.168481715780217e-06, + 7.122711394913495e-06, + 7.077632290020119e-06, + 7.032439043541672e-06, + 6.987306733208243e-06, + 6.942877462279284e-06, + 6.897185357956914e-06, + 6.850861609564163e-06, + 6.80529637975269e-06, + 6.7607429627969395e-06, + 6.7156511249777395e-06, + 6.6713446358335204e-06, + 6.627753919019597e-06, + 6.58530052533024e-06, + 6.543874405906536e-06, + 6.503102667920757e-06, + 6.463346835516859e-06, + 6.425539140764158e-06, + 6.3884085648169275e-06, + 6.351789124892093e-06, + 6.315915470622713e-06, + 6.280522484303219e-06, + 6.2455269471684005e-06, + 6.2108529164106585e-06, + 6.176624083309434e-06, + 6.142694928712444e-06, + 6.10848655924201e-06, + 6.073873009881936e-06, + 6.039483650965849e-06, + 6.0055240282963496e-06, + 5.971704013063572e-06, + 5.938344202149892e-06, + 5.905175839870935e-06, + 5.872304427612107e-06, + 5.8398763940203935e-06, + 5.807718025607755e-06, + 5.775988029199652e-06, + 5.745492671849206e-06, + 5.715594852517825e-06, + 5.686421900463756e-06, + 5.6577305258542765e-06, + 5.630457508232212e-06, + 5.603492809314048e-06, + 5.576865987677593e-06, + 5.550563855649671e-06, + 5.524556854652474e-06, + 5.498380687640747e-06, + 5.472035354614491e-06, + 5.445911028800765e-06, + 5.420054549176712e-06, + 5.39426582690794e-06, + 5.368167421693215e-06, + 5.342374606698286e-06, + 5.316851456882432e-06, + 5.291597972245654e-06, + 5.2667955969809555e-06, + 5.242274255579105e-06, + 5.218023943598382e-06, + 5.194045115786139e-06, + 5.170635176909855e-06, + 5.147323463461362e-06, + 5.125755251356168e-06, + 5.1043998610111885e-06, + 5.083585165266413e-06, + 5.06296646562987e-06, + 5.0425737754267175e-06, + 5.022370260121534e-06, + 5.00235682920902e-06, + 4.9820814638223965e-06, + 4.961943886883091e-06, + 4.941454790241551e-06, + 4.920429546473315e-06, + 4.8996157602232415e-06, + 4.878632353211287e-06, + 4.8579163376416545e-06, + 4.837913365918212e-06, + 4.818129582417896e-06, + 4.798539066541707e-06, + 4.78073980048066e-06, + 4.763232936966233e-06, + 4.746005743072601e-06, + 4.728933618025621e-06, + 4.712215741164982e-06, + 4.695466031989781e-06, + 4.678599907492753e-06, + 4.661849743570201e-06, + 4.6452378228423186e-06, + 4.628190254152287e-06, + 4.610379164660117e-06, + 4.5931251406727824e-06, + 4.5762026275042444e-06, + 4.559216904453933e-06, + 4.5425499592965934e-06, + 4.525862095761113e-06, + 4.509319296630565e-06, + 4.492917014431441e-06, + 4.476653430174338e-06, + 4.4605289986066055e-06, + 4.444121714186622e-06, + 4.427722615218954e-06, + 4.411190730024828e-06, + 4.394866209622705e-06, + 4.378527592052706e-06, + 4.362334038887639e-06, + 4.346281457401346e-06, + 4.330370757088531e-06, + 4.314596480980981e-06, + 4.298959538573399e-06, + 4.283502676116768e-06, + 4.268178599886596e-06, + 4.252928192727268e-06, + 4.237805569573538e-06, + 4.22281163992011e-06, + 4.207941856293473e-06, + 4.1931975829356816e-06, + 4.178573817625875e-06, + 4.164071924606105e-06, + 4.1496882658975665e-06, + 4.135379185754573e-06, + 4.1211865209334064e-06, + 4.107109361939365e-06, + 4.093145435035694e-06, + 4.079294285475044e-06, + 4.065552730025956e-06, + 4.051921678183135e-06, + 4.038397946715122e-06, + 4.024981080874568e-06, + 4.0116688069247175e-06, + 3.9984593058761675e-06, + 3.985804596595699e-06, + 3.973454568040324e-06, + 3.961194579460425e-06, + 3.949048732465599e-06, + 3.937058409064775e-06, + 3.925391411030432e-06, + 3.913804903277196e-06, + 3.902405296685174e-06, + 3.891287178703351e-06, + 3.880385975207901e-06, + 3.869114152621478e-06, + 3.857925094052916e-06, + 3.846785148198251e-06, + 3.835913958027959e-06, + 3.825288786174497e-06, + 3.814755928033264e-06, + 3.8041930565668736e-06, + 3.7937822980893543e-06, + 3.7832937778148334e-06, + 3.7729168980149552e-06, + 3.7625966342602624e-06, + 3.752306383830728e-06, + 3.7418694773805328e-06, + 3.7313222946977476e-06, + 3.7208762933005346e-06, + 3.7103013710293453e-06, + 3.6998042105551576e-06, + 3.6893359265377512e-06, + 3.6791193451790605e-06, + 3.6694273148896173e-06, + 3.660241645775386e-06, + 3.6513697523332667e-06, + 3.6426945371204056e-06, + 3.634202812463627e-06, + 3.625889121394721e-06, + 3.6174440083414083e-06, + 3.6090193589188857e-06, + 3.6002793422085233e-06, + 3.591241238609655e-06, + 3.5820107768813614e-06, + 3.5725845464185113e-06, + 3.5638129247672623e-06, + 3.5549751373764593e-06, + 3.5461446259432705e-06, + 3.5373982427699957e-06, + 3.529026344040176e-06, + 3.5207094697398134e-06, + 3.5123921406921e-06, + 3.50402274307271e-06, + 3.4956965464516543e-06, + 3.4869890441768803e-06, + 3.477963446130161e-06, + 3.468896238700836e-06, + 3.459884055700968e-06, + 3.450793428783072e-06, + 3.441503167778137e-06, + 3.4322706596867647e-06, + 3.423063162699691e-06, + 3.414001184864901e-06, + 3.4050599424517713e-06, + 3.3962796806008555e-06, + 3.387551942068967e-06, + 3.3788760447350796e-06, + 3.3702515338518424e-06, + 3.3616779546719044e-06, + 3.3531198369018966e-06, + 3.3446121960878372e-06, + 3.3361543501087e-06, + 3.3276630801992724e-06, + 3.319161123727099e-06, + 3.310609599793679e-06, + 3.302109234937234e-06, + 3.293659801784088e-06, + 3.2852603908395395e-06, + 3.2769114568509394e-06, + 3.268611635576235e-06, + 3.2603613817627775e-06, + 3.252159558542189e-06, + 3.2440052564197686e-06, + 3.2358989301428664e-06, + 3.227839670216781e-06, + 3.219902055207058e-06, + 3.2120840387506178e-06, + 3.205115262971958e-06, + 3.198180138497264e-06, + 3.1912786653265357e-06, + 3.1844106160860974e-06, + 3.1775759907759493e-06, + 3.1707743346487405e-06, + 3.164005647704471e-06, + 3.1571980798617005e-06, + 3.1503523132414557e-06, + 3.143195272059529e-06, + 3.1356521503767e-06, + 3.1281506380764768e-06, + 3.1206907351588598e-06, + 3.113272441623849e-06, + 3.1058948479767423e-06, + 3.09855795421754e-06, + 3.091261078225216e-06, + 3.0840046747471206e-06, + 3.0767873795412015e-06, + 3.069609419981134e-06, + 3.0624703413195675e-06, + 3.0553699161828263e-06, + 3.048307462449884e-06, + 3.041282980120741e-06, + 3.0342960144480458e-06, + 3.027346565431799e-06, + 3.0204337235772982e-06, + 3.013557034137193e-06, + 3.00671717923251e-06, + 2.9999337129993364e-06, + 2.9931859444332076e-06, + 2.9864729640394216e-06, + 2.9797952265653294e-06, + 2.9731515951425536e-06, + 2.9665427518921206e-06, + 2.959967559945653e-06, + 2.9534264740505023e-06, + 2.9469183573382907e-06, + 2.9404238830466056e-06, + 2.9339967113628518e-06, + 2.9276020541146863e-06, + 2.921239229181083e-06, + 2.9149086913093925e-06, + 2.908609531004913e-06, + 2.902341748267645e-06, + 2.896105343097588e-06, + 2.8899783046654193e-06, + 2.883881279558409e-06, + 2.877813585655531e-06, + 2.8717427085211966e-06, + 2.8657386792474426e-06, + 2.8597637538041454e-06, + 2.853817477443954e-06, + 2.8478993954195175e-06, + 2.8420097351045115e-06, + 2.836148041751585e-06, + 2.8302397367951926e-06, + 2.824373950716108e-06, + 2.8185356768517522e-06, + 2.812751063174801e-06, + 2.806972815960762e-06, + 2.8012218535877764e-06, + 2.795498176055844e-06, + 2.7898540793103166e-06, + 2.7842363579111407e-06, + 2.7786445571109653e-06, + 2.7730786769097904e-06, + 2.767525302260765e-06, + 2.761997393463389e-06, + 2.756470394160715e-06, + 2.7509549909154885e-06, + 2.745509391388623e-06, + 2.740089030339732e-06, + 2.734642293944489e-06, + 2.7292205686535453e-06, + 2.7238236270932248e-06 + ], + [ + 0.00032894735340960324, + 0.00020364762167446315, + 0.00013991413288749754, + 0.00012366235023364425, + 0.00011107440514024347, + 9.41648831940256e-05, + 8.122013241518289e-05, + 7.149930024752393e-05, + 6.344378925859928e-05, + 5.6722969020484015e-05, + 5.1178587455069646e-05, + 4.631751653505489e-05, + 4.242596332915127e-05, + 3.9090871723601595e-05, + 3.615181412897073e-05, + 3.3719363273121417e-05, + 3.166253736708313e-05, + 2.9960796382511035e-05, + 2.8509584808489308e-05, + 2.7236064852331765e-05, + 2.6081077521666884e-05, + 2.5084113076445647e-05, + 2.416254937998019e-05, + 2.333732118131593e-05, + 2.2602076569455676e-05, + 2.1893432858632877e-05, + 2.1282605302985758e-05, + 2.072626921290066e-05, + 2.0209850845276378e-05, + 1.9709779735421762e-05, + 1.9239827452111058e-05, + 1.8798948076437227e-05, + 1.836834053392522e-05, + 1.795586467778776e-05, + 1.7559763364261016e-05, + 1.7169812053907663e-05, + 1.6811009118100628e-05, + 1.6463616702822037e-05, + 1.6131321899592876e-05, + 1.5813611753401347e-05, + 1.5513891412410885e-05, + 1.5228935808409005e-05, + 1.4957825442252215e-05, + 1.4696509424538817e-05, + 1.4447206012846436e-05, + 1.420716398570221e-05, + 1.3976902664580848e-05, + 1.375595365971094e-05, + 1.354388314211974e-05, + 1.334586977463914e-05, + 1.3157666217011865e-05, + 1.297912785958033e-05, + 1.2807354323740583e-05, + 1.2672715456574224e-05, + 1.2547460755740758e-05, + 1.2424887245288119e-05, + 1.230090310855303e-05, + 1.217854514834471e-05, + 1.2056700143148191e-05, + 1.193634216178907e-05, + 1.1817935956059955e-05, + 1.1694301065290347e-05, + 1.1564927262952551e-05, + 1.1429013284214307e-05, + 1.1289860594843049e-05, + 1.1154938874824438e-05, + 1.1024164450645912e-05, + 1.0897201718762517e-05, + 1.077393153536832e-05, + 1.0654114703356754e-05, + 1.0537651178310625e-05, + 1.0425181244499981e-05, + 1.0316065527149476e-05, + 1.021042771753855e-05, + 1.0107477464771364e-05, + 1.0008193385147024e-05, + 9.911315828503575e-06, + 9.818124453886412e-06, + 9.731820682645775e-06, + 9.655247595219407e-06, + 9.581818630977068e-06, + 9.51251422520727e-06, + 9.446755939279683e-06, + 9.385265911987517e-06, + 9.326017789135221e-06, + 9.266462257073727e-06, + 9.205296919390094e-06, + 9.14127394935349e-06, + 9.07560115592787e-06, + 9.010526810016017e-06, + 8.949701623350848e-06, + 8.88902650331147e-06, + 8.829164471535478e-06, + 8.771836291998625e-06, + 8.715019248484168e-06, + 8.660418643557932e-06, + 8.60627642396139e-06, + 8.552113285986707e-06, + 8.4956809587311e-06, + 8.436239113507327e-06, + 8.37761126604164e-06, + 8.317023457493633e-06, + 8.256630280811805e-06, + 8.197276656574104e-06, + 8.13840870250715e-06, + 8.080408406385686e-06, + 8.023610462259967e-06, + 7.967753845150582e-06, + 7.912100954854395e-06, + 7.856560841901228e-06, + 7.801409083185717e-06, + 7.74624368204968e-06, + 7.691643986618146e-06, + 7.637282578798477e-06, + 7.583476417494239e-06, + 7.5320672294765245e-06, + 7.481921329599572e-06, + 7.433078735630261e-06, + 7.384989658021368e-06, + 7.33764682081528e-06, + 7.291020665434189e-06, + 7.245104825415183e-06, + 7.199961146397982e-06, + 7.1559438765689265e-06, + 7.111251306923805e-06, + 7.067123988235835e-06, + 7.0232717916951515e-06, + 6.979635600146139e-06, + 6.936653335287701e-06, + 6.89446414980921e-06, + 6.852892056485871e-06, + 6.812303126935149e-06, + 6.771893367840676e-06, + 6.732051133440109e-06, + 6.69277187625994e-06, + 6.6540092120703775e-06, + 6.616510290768929e-06, + 6.579507953574648e-06, + 6.543909876199905e-06, + 6.508760179713136e-06, + 6.4740584093669895e-06, + 6.4403498072351795e-06, + 6.408949047909118e-06, + 6.378249963745475e-06, + 6.348363058350515e-06, + 6.318695341178682e-06, + 6.28926409262931e-06, + 6.2599860939371865e-06, + 6.231211500562495e-06, + 6.202169060998131e-06, + 6.173113888507942e-06, + 6.1441401157935616e-06, + 6.11408813711023e-06, + 6.08439131610794e-06, + 6.057494829292409e-06, + 6.030707936588442e-06, + 6.004188435326796e-06, + 5.977770342724398e-06, + 5.95161418459611e-06, + 5.925717232457828e-06, + 5.900266387470765e-06, + 5.875062015547883e-06, + 5.849735771334963e-06, + 5.8231462389812805e-06, + 5.797049652755959e-06, + 5.77146238356363e-06, + 5.746126589656342e-06, + 5.721207344322465e-06, + 5.696845164493425e-06, + 5.672774932463653e-06, + 5.648664682667004e-06, + 5.624375717161456e-06, + 5.599727501248708e-06, + 5.574903752858518e-06, + 5.550643891183427e-06, + 5.526431323232828e-06, + 5.502462954609655e-06, + 5.479064384417143e-06, + 5.455586688185576e-06, + 5.432344551081769e-06, + 5.409157438407419e-06, + 5.386355041991919e-06, + 5.363824584492249e-06, + 5.341051291907206e-06, + 5.318447165336693e-06, + 5.296068138704868e-06, + 5.273907390801469e-06, + 5.251749371382175e-06, + 5.229755970503902e-06, + 5.207979484112002e-06, + 5.186414455238264e-06, + 5.16491809321451e-06, + 5.143632279214216e-06, + 5.122504717292031e-06, + 5.101534497953253e-06, + 5.080763457954163e-06, + 5.060712283011526e-06, + 5.040848918724805e-06, + 5.021167453378439e-06, + 5.001663794246269e-06, + 4.982337031833595e-06, + 4.963183073414257e-06, + 4.944201009493554e-06, + 4.9253862925979774e-06, + 4.907030870526796e-06, + 4.88880095872446e-06, + 4.870101292908657e-06, + 4.8517081268073525e-06, + 4.833475486520911e-06, + 4.815451575268526e-06, + 4.797582732862793e-06, + 4.7798689593037125e-06, + 4.762306616612477e-06, + 4.7447824726987164e-06, + 4.727251507574692e-06, + 4.709926997747971e-06, + 4.693008577305591e-06, + 4.676102435041685e-06, + 4.659405476559186e-06, + 4.642955445888219e-06, + 4.626828740583733e-06, + 4.6109685172268655e-06, + 4.595232894644141e-06, + 4.579694632411702e-06, + 4.564277787721949e-06, + 4.5488664000004064e-06, + 4.533779701887397e-06, + 4.518806690612109e-06, + 4.503809577727225e-06, + 4.4888261072628666e-06, + 4.474942670640303e-06, + 4.461350272322306e-06, + 4.447782430361258e-06, + 4.434306902112439e-06, + 4.4209241423232015e-06, + 4.407274445838993e-06, + 4.393721610540524e-06, + 4.380198788567213e-06, + 4.366699613456149e-06, + 4.35311631008517e-06, + 4.338838152762037e-06, + 4.324418569012778e-06, + 4.310109488869784e-06, + 4.295910912333056e-06, + 4.281852852727752e-06, + 4.268068096280331e-06, + 4.254706709616585e-06, + 4.2415258576511405e-06, + 4.2286610550945625e-06, + 4.2171736822638195e-06, + 4.207768597552786e-06, + 4.198646365694003e-06, + 4.19098068960011e-06, + 4.1847865759336855e-06, + 4.178265498921974e-06, + 4.1715211409609765e-06, + 4.164262463746127e-06, + 4.15638442063937e-06, + 4.148404968873365e-06, + 4.139486009080429e-06, + 4.129797162022442e-06, + 4.119374807487475e-06, + 4.108026132598752e-06, + 4.096560132893501e-06, + 4.0847821765055414e-06, + 4.072704996360699e-06, + 4.060299033881165e-06, + 4.047832135256613e-06, + 4.035453912365483e-06, + 4.02325849790941e-06, + 4.011345936305588e-06, + 3.999648015451385e-06, + 3.9882675082481e-06, + 3.9785491026123054e-06, + 3.968995770264883e-06, + 3.9594997360836715e-06, + 3.950053724111058e-06, + 3.940657279599691e-06, + 3.931107585231075e-06, + 3.9215492506627925e-06, + 3.9120523069868796e-06, + 3.901970558217727e-06, + 3.8916373341635335e-06, + 3.880709755321732e-06, + 3.8697444324498065e-06, + 3.858851414406672e-06, + 3.848022515740013e-06, + 3.837262738670688e-06, + 3.826564352493733e-06, + 3.8158809729793575e-06, + 3.805079813901102e-06, + 3.794732265305356e-06, + 3.7846973555133445e-06, + 3.7756003621325362e-06, + 3.773002390516922e-06, + 3.770791408896912e-06, + 3.76893331122119e-06, + 3.766993813769659e-06, + 3.766313511732733e-06, + 3.765339442907134e-06, + 3.763679387702723e-06, + 3.761732159546227e-06, + 3.7603160762955667e-06, + 3.758614639082225e-06, + 3.7567374420177657e-06, + 3.7541462916124146e-06, + 3.751009444386e-06, + 3.747164100786904e-06, + 3.743439947356819e-06, + 3.739899284482817e-06, + 3.73604552805773e-06, + 3.7320548926800257e-06, + 3.7274921851349063e-06, + 3.7222496303002117e-06, + 3.7165682442719117e-06, + 3.711070121426019e-06, + 3.7052511743240757e-06, + 3.699444732774282e-06, + 3.6929704947397113e-06, + 3.6863859804725507e-06, + 3.679375140563934e-06, + 3.671974127428257e-06, + 3.664449650386814e-06, + 3.6562589684763225e-06, + 3.648209940365632e-06, + 3.6396500036062207e-06, + 3.6310921132098883e-06, + 3.622513304435415e-06, + 3.6139015264780028e-06, + 3.6052215364179574e-06, + 3.5964972084912006e-06, + 3.5876532820111606e-06, + 3.578764790290734e-06, + 3.569602313291398e-06, + 3.5601585750555387e-06, + 3.550772134985891e-06, + 3.54144276570878e-06, + 3.5322691473993473e-06, + 3.5233194921602262e-06, + 3.515169055390288e-06, + 3.5074349398200866e-06, + 3.499779268167913e-06, + 3.492160885798512e-06, + 3.4846420930989552e-06, + 3.4772690469253575e-06, + 3.470002866379218e-06, + 3.462551148913917e-06, + 3.4549607335065957e-06, + 3.4470631362637505e-06, + 3.4386284823995084e-06, + 3.4301676805625902e-06, + 3.421717110541067e-06, + 3.41330564879172e-06, + 3.4048907764372416e-06, + 3.396419970158604e-06, + 3.387929382370203e-06, + 3.379488134669373e-06, + 3.3710953175614122e-06, + 3.3627507036726456e-06, + 3.3544536108820466e-06, + 3.3462040391896153e-06, + 3.3380008517269744e-06, + 3.3298442758677993e-06, + 3.3217336294910638e-06, + 3.3136689125967678e-06, + 3.3056492156902095e-06, + 3.2976743113977136e-06, + 3.2897432902245782e-06, + 3.281856379544479e-06, + 3.274012897236389e-06, + 3.2662126159266336e-06, + 3.2584557629888877e-06, + 3.250740974181099e-06, + 3.243068249503267e-06, + 3.2354373615817167e-06, + 3.2278476282954216e-06, + 3.2202990496443817e-06, + 3.2127911708812462e-06, + 3.2053237646323396e-06, + 3.197896376150311e-06, + 3.190508323314134e-06, + 3.1831596061238088e-06, + 3.1758497698319843e-06, + 3.168578587064985e-06, + 3.1613456030754605e-06, + 3.154150590489735e-06, + 3.146993321934133e-06, + 3.1398733426613035e-06, + 3.132790652671247e-06, + 3.125744342469261e-06, + 3.118734866802697e-06, + 3.111761316176853e-06, + 3.1048236905917292e-06, + 3.097921307926299e-06, + 3.0910546229279134e-06, + 3.0842227261018706e-06, + 3.0774256174481707e-06, + 3.0706628422194626e-06, + 3.063934173042071e-06, + 3.0572393825423205e-06 + ] + ], + "stabilities": [ + [ + 1.0, + 1.0, + 0.8074767589569092, + 1.0, + 1.0, + 1.0, + 0.2741304636001587, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.6871042847633362, + 0.7312355041503906, + 0.5796201229095459, + 0.9767841100692749, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8007184267044067, + 0.8213791847229004, + 1.0, + 0.9823111295700073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9897127747535706, + 0.9912415146827698, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9843525290489197, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931514859199524, + 0.9382854700088501, + 0.9907916784286499, + 1.0, + 1.0, + 1.0, + 0.9938838481903076, + 0.9770961999893188, + 0.9840361475944519, + 0.9920368790626526, + 1.0, + 0.9920392632484436, + 0.9915724992752075, + 0.980915367603302, + 0.9768722057342529, + 0.9326297640800476, + 0.9965350031852722, + 0.9968311786651611, + 0.9558296203613281, + 0.9661597609519958, + 1.0, + 0.949846625328064, + 1.0, + 1.0, + 1.0, + 0.9850503206253052, + 0.9804702401161194, + 1.0, + 0.9592069983482361, + 1.0, + 1.0, + 0.8860962986946106, + 1.0, + 1.0, + 1.0, + 0.9747103452682495, + 0.8471086621284485, + 1.0, + 1.0, + 1.0, + 0.9737809300422668, + 0.9919434189796448, + 1.0, + 1.0, + 0.8830462694168091, + 0.9281452298164368, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989181399345398, + 1.0, + 0.9920274615287781, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933351278305054, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980396628379822, + 0.9673439264297485, + 1.0, + 0.9932003617286682, + 1.0, + 0.9948418140411377, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979782700538635, + 0.9961024522781372, + 1.0, + 0.986954927444458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954626560211182, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988238215446472, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9778873324394226, + 1.0, + 1.0, + 0.9960785508155823, + 0.9889746904373169, + 0.7699717283248901, + 0.9083779454231262, + 0.9888709187507629, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978088140487671, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954681992530823, + 0.9968733787536621, + 1.0, + 1.0, + 0.9995310306549072, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840084910392761, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957475662231445, + 0.983644425868988, + 1.0, + 0.9925278425216675, + 1.0, + 0.9938160181045532, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99180668592453, + 0.9583303928375244, + 0.9910837411880493, + 1.0, + 0.990448534488678, + 0.9832019209861755, + 1.0, + 1.0, + 0.9669914245605469, + 1.0, + 0.99213707447052, + 0.9807659387588501, + 0.9475914239883423, + 1.0, + 0.9965303540229797, + 0.9847733974456787, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9709064364433289, + 1.0, + 0.9897242784500122, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9843577742576599, + 0.9387825131416321, + 1.0, + 0.992846667766571, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981301426887512, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947422742843628, + 0.9950176477432251, + 0.9950637221336365, + 0.988271951675415, + 0.9511469602584839, + 0.9695627093315125, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939882755279541, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9983211755752563, + 0.9903529286384583, + 0.986832320690155, + 0.994909942150116, + 0.9853041768074036, + 0.9771177172660828, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8715378046035767, + 1.0, + 1.0, + 0.989909291267395, + 0.9933716654777527, + 1.0, + 1.0, + 1.0, + 0.8252341747283936, + 0.9593342542648315, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.7169966697692871, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.6868176460266113, + 1.0, + 1.0, + 0.8108007907867432, + 0.8535804748535156, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.027421236038208008, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9869779944419861, + 0.9787495136260986, + 0.9850704669952393, + 0.9837442636489868, + 0.9936689734458923, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815446138381958, + 1.0, + 1.0, + 1.0, + 0.8866108059883118, + 0.8706916570663452, + 0.8995188474655151, + 1.0, + 1.0, + 0.9744831323623657, + 0.9448301196098328, + 0.990682065486908, + 1.0, + 0.9665616750717163, + 0.8979313373565674, + 1.0, + 0.992608368396759, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9486710429191589, + 0.9751845598220825, + 0.9795777201652527, + 0.9923970699310303, + 0.972939133644104, + 0.9976625442504883, + 0.9929593205451965, + 1.0, + 1.0, + 1.0, + 0.9830290079116821, + 0.9632731676101685, + 0.9848219752311707, + 1.0, + 1.0, + 0.9901096224784851, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886719584465027, + 1.0, + 1.0, + 1.0, + 0.9986065030097961, + 1.0, + 0.9936015605926514, + 0.9912611842155457, + 1.0, + 1.0, + 0.9816001057624817, + 1.0, + 0.9922927021980286, + 0.973129391670227, + 1.0, + 1.0, + 1.0, + 0.9669997692108154, + 0.9524939656257629, + 1.0, + 0.9941748380661011, + 1.0, + 1.0, + 0.9890701770782471, + 0.9924153685569763, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9863213300704956, + 1.0, + 0.9937009215354919, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9656997919082642, + 0.9898025393486023, + 0.9660386443138123, + 0.9606116414070129, + 0.9827264547348022, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990055501461029, + 0.9186097383499146, + 0.9950907230377197, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9903011322021484, + 0.9888814687728882, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994058609008789, + 1.0, + 1.0, + 0.9781175851821899, + 1.0, + 0.9891300797462463, + 0.9943041801452637, + 0.9800674915313721, + 1.0, + 1.0, + 0.991520345211029, + 1.0, + 1.0, + 1.0, + 0.9887268543243408, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953993558883667, + 0.9425402283668518, + 0.8805484771728516, + 0.9548444151878357, + 0.9161454439163208, + 0.9903645515441895, + 0.9771530628204346, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9904298186302185, + 1.0, + 1.0, + 0.995284378528595, + 1.0, + 0.9963960647583008, + 0.9935675859451294, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986528754234314, + 0.99651700258255, + 0.9913629293441772, + 1.0, + 1.0, + 0.9898814558982849, + 0.9757062196731567, + 1.0, + 1.0, + 0.9895235300064087, + 1.0, + 1.0, + 0.9847465753555298, + 0.9774326086044312, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9901663661003113, + 0.9912626147270203, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9903057217597961, + 0.9817765355110168, + 0.9907553791999817, + 0.9937375783920288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985840320587158, + 0.9953309297561646, + 0.9874126315116882, + 0.9992682933807373, + 0.9918836951255798, + 1.0, + 0.9758156538009644, + 0.99437415599823, + 0.9923920631408691, + 1.0, + 1.0, + 1.0, + 0.9929860830307007, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956369400024414, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + [ + 1.0, + 0.5917649269104004, + 1.0, + 1.0, + 1.0, + 0.6856690049171448, + 1.0, + 1.0, + 1.0, + 0.7918704152107239, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9858282804489136, + 0.9206072092056274, + 0.8990685939788818, + 1.0, + 0.9762670993804932, + 0.8132065534591675, + 1.0, + 1.0, + 1.0, + 0.9488785266876221, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918597936630249, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873220324516296, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9892548322677612, + 0.978720486164093, + 0.9294999837875366, + 0.9935243725776672, + 0.9851038455963135, + 0.9760764837265015, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950317144393921, + 1.0, + 1.0, + 0.9927066564559937, + 0.9862595796585083, + 0.8886361718177795, + 0.9859987497329712, + 0.9596453309059143, + 0.9832280874252319, + 0.9740552306175232, + 0.9839422702789307, + 0.9731305241584778, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9162575006484985, + 0.9997520446777344, + 1.0, + 1.0, + 1.0, + 0.972638726234436, + 0.9948445558547974, + 0.9961927533149719, + 1.0, + 1.0, + 0.9860338568687439, + 1.0, + 0.9960982799530029, + 0.9467524886131287, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943675398826599, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980864524841309, + 0.9872867465019226, + 1.0, + 0.9443486928939819, + 0.9860562086105347, + 1.0, + 0.9614359736442566, + 0.9955922365188599, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941128492355347, + 1.0, + 0.9991395473480225, + 1.0, + 0.9898815751075745, + 0.9911659359931946, + 0.9994566440582275, + 0.9901937246322632, + 0.9649052619934082, + 0.9962030649185181, + 1.0, + 0.9933438897132874, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9739624857902527, + 0.9929088950157166, + 0.988149106502533, + 0.995570957660675, + 0.9620221257209778, + 1.0, + 0.9988576769828796, + 0.9989442825317383, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933662414550781, + 1.0, + 1.0, + 1.0, + 0.9869629144668579, + 1.0, + 0.934799075126648, + 1.0, + 0.9841026663780212, + 1.0, + 0.9985141158103943, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973748326301575, + 0.9753963351249695, + 0.9987185001373291, + 1.0, + 0.9168544411659241, + 0.9919782876968384, + 0.9924065470695496, + 0.99920254945755, + 0.987426221370697, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9774143099784851, + 0.9894839525222778, + 1.0, + 0.9898236989974976, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963256120681763, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969629645347595, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9654073715209961, + 0.9830471277236938, + 1.0, + 0.9977437257766724, + 0.9943200349807739, + 0.9797554612159729, + 1.0, + 0.9905295372009277, + 0.9818462133407593, + 0.9868108034133911, + 1.0, + 0.9992908239364624, + 1.0, + 0.9822784066200256, + 0.9836775064468384, + 0.9976102113723755, + 1.0, + 0.9918934106826782, + 1.0, + 0.9956908226013184, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996878445148468, + 1.0, + 0.9991235733032227, + 1.0, + 0.9822721481323242, + 0.9546127319335938, + 0.9532966613769531, + 0.9711351990699768, + 0.9830952286720276, + 0.98395174741745, + 0.984078586101532, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9359521269798279, + 1.0, + 1.0, + 0.9961548447608948, + 0.9623507261276245, + 0.9987146258354187, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9903103113174438, + 0.9928247928619385, + 0.9879376888275146, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999296069145203, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906499981880188, + 0.9905211329460144, + 0.8961076736450195, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969438910484314, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947120547294617, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873567223548889, + 1.0, + 1.0, + 1.0, + 0.993789553642273, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976431727409363, + 1.0, + 0.9955590963363647, + 1.0, + 1.0, + 1.0, + 0.9906546473503113, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918214678764343, + 1.0, + 1.0, + 1.0, + 1.0 + ], + [ + 1.0, + 1.0, + 0.5616578459739685, + 0.9928451776504517, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844107627868652, + 1.0, + 1.0, + 0.9831187725067139, + 1.0, + 0.9398733377456665, + 0.9848381876945496, + 0.995921790599823, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9782076478004456, + 1.0, + 1.0, + 1.0, + 0.9957254528999329, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9717649221420288, + 0.9860461354255676, + 0.9833051562309265, + 0.994990885257721, + 0.8067792654037476, + 0.9509673714637756, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995536804199219, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9923177361488342, + 0.9967375993728638, + 0.9934641122817993, + 1.0, + 0.9884740114212036, + 1.0, + 0.9847559332847595, + 0.9471087455749512, + 0.904677152633667, + 0.9758654832839966, + 0.9599527716636658, + 0.9635827541351318, + 0.9489409923553467, + 0.9764940738677979, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9494474530220032, + 1.0, + 1.0, + 0.9722214341163635, + 1.0, + 0.9745954871177673, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999889612197876, + 1.0, + 1.0, + 0.9962682723999023, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9718348979949951, + 0.9913222193717957, + 0.9897907972335815, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997968852519989, + 0.9897174835205078, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960813522338867, + 1.0, + 0.990415096282959, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9808589220046997, + 1.0, + 0.9748548269271851, + 1.0, + 0.9999359250068665, + 0.9834721684455872, + 0.9426459074020386, + 0.9885291457176208, + 0.9840853810310364, + 1.0, + 1.0, + 1.0, + 0.9932125806808472, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996435046195984, + 0.9154375791549683, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926092028617859, + 1.0, + 1.0, + 1.0, + 0.9919368624687195, + 0.9906172752380371, + 1.0, + 0.9935181140899658, + 0.9874768853187561, + 0.9976807832717896, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9874734878540039, + 1.0, + 1.0, + 0.9861456155776978, + 1.0, + 1.0, + 1.0, + 0.9933103322982788, + 0.9977728128433228, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9745562076568604, + 0.9997604489326477, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9842814207077026, + 1.0, + 1.0, + 0.9923440217971802, + 1.0, + 0.9973049163818359, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968515634536743, + 0.9848191142082214, + 1.0, + 0.9959039092063904, + 0.9934234023094177, + 0.9883162379264832, + 0.9914222955703735, + 1.0, + 0.9952133893966675, + 1.0, + 1.0, + 0.9866277575492859, + 1.0, + 1.0, + 1.0, + 0.9334604740142822, + 0.9858021140098572, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977078437805176, + 0.9880093932151794, + 0.976441502571106, + 0.9936602115631104, + 0.9828983545303345, + 0.8988129496574402, + 0.8230891823768616, + 0.9744719862937927, + 0.8436355590820312, + 0.8105394840240479, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922189116477966, + 0.9836673736572266, + 0.9886183738708496, + 0.9793083667755127, + 0.8591521382331848, + 0.98819899559021, + 0.9992982745170593, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988901019096375, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9641748666763306, + 0.9757936000823975, + 0.9117189645767212, + 0.2864108681678772, + 0.8514704704284668, + 0.8406397104263306, + 1.0, + 0.3506479263305664, + 1.0, + 1.0, + 1.0, + 0.7271384000778198, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9699585437774658, + 0.9521446824073792, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9707165360450745, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875697493553162, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9892604947090149, + 0.981418788433075, + 0.9157500863075256, + 0.9537319540977478, + 0.9948192238807678, + 1.0, + 0.9917204976081848, + 0.9852628111839294, + 0.9901878833770752, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 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": [ + 0.2206926941871643, + 0.6516351699829102, + 0.06297791004180908, + 0.4155661463737488, + 0.38527733087539673, + 0.5052375197410583, + 0.11612945795059204, + -0.21159565448760986, + -0.19566643238067627, + 0.16954022645950317, + -0.07327449321746826, + 0.012639164924621582, + 0.2038630247116089, + 0.2875099182128906, + 0.36078542470932007, + 0.2536243200302124, + 0.005222976207733154, + 0.019164204597473145, + 0.14048832654953003, + 0.3138806223869324, + 0.4365294575691223, + 0.4379466772079468, + 0.5867210626602173, + 0.6266955733299255, + 0.5393192768096924, + 0.5299903154373169, + 0.6406143307685852, + 0.7605023384094238, + 0.7018299102783203, + 0.6747888922691345, + 0.6956155300140381, + 0.828946053981781, + 0.5839517116546631, + 0.6082669496536255, + 0.6682367324829102, + 0.6456333994865417, + 0.6774108409881592, + 0.6554669141769409, + 0.6965106725692749, + 0.7125479578971863, + 0.7375397682189941, + 0.7332401275634766, + 0.8728604316711426, + 0.5515609979629517, + 0.5464351177215576, + 0.5464928150177002, + 0.4060491919517517, + 0.3134951591491699, + 0.4267469048500061, + 0.5486229658126831, + 0.6135550141334534, + 0.6169766187667847, + 0.6645002365112305, + 0.7361798286437988, + 0.7155110239982605, + 0.7333048582077026, + -0.32945263385772705, + -0.254436731338501, + -0.0771564245223999, + 0.10591769218444824, + 0.20422405004501343, + 0.38516753911972046, + 0.5219883322715759, + 0.644652247428894, + 0.7351029515266418, + 0.6868307590484619, + 0.6665922403335571, + 0.6372209191322327, + 0.6186456680297852, + 0.6050207614898682, + 0.6667912006378174, + 0.672612726688385, + 0.7182533144950867, + 0.7871004939079285, + 0.8169156312942505, + 0.8296312093734741, + 0.7733770608901978, + 0.7854374647140503, + 0.825735867023468, + 0.8163381814956665, + 0.7613810896873474, + 0.6868693232536316, + 0.6986814737319946, + 0.7231578826904297, + 0.7422027587890625, + 0.6926208734512329, + 0.7025754451751709, + 0.7185341119766235, + 0.6878498792648315, + 0.6210747957229614, + 0.6425796747207642, + 0.6184688210487366, + 0.636715292930603, + 0.7232785820960999, + 0.7265204787254333, + 0.7308789491653442, + 0.7864265441894531, + 0.7778414487838745, + 0.8201185464859009, + 0.79681396484375, + 0.6954864263534546, + 0.7239499688148499, + 0.7276669144630432, + 0.7351540327072144, + 0.7273889780044556, + 0.5978696346282959, + 0.6646202802658081, + 0.7001884579658508, + 0.7126591205596924, + 0.7107716202735901, + 0.7023729085922241, + 0.7053525447845459, + 0.7665781378746033, + 0.6609416007995605, + 0.6006075739860535, + 0.6306102275848389, + 0.6467832922935486, + 0.6829099655151367, + 0.7051005959510803, + 0.7218998670578003, + 0.7801938652992249, + 0.8293794393539429, + 0.8123854398727417, + 0.8669753074645996, + 0.85601806640625, + 0.8820883631706238, + 0.8755769729614258, + 0.8733610510826111, + 0.8990591168403625, + 0.8939433097839355, + 0.9074820280075073, + 0.9392691850662231, + 0.9273702502250671, + 0.9273702502250671, + 0.9272844791412354, + 0.9311907291412354, + 0.9329110383987427, + 0.9423168897628784, + 0.9568321108818054, + 0.963591456413269, + 0.9627954363822937, + 0.9463993906974792, + 0.8901029825210571, + 0.8796898722648621, + 0.8587080836296082, + 0.8588029742240906, + 0.8623267412185669, + 0.8573017120361328, + 0.842992901802063, + 0.8644294738769531, + 0.8912036418914795, + 0.9025353193283081, + 0.9199618101119995, + 0.9527677297592163, + 0.905510425567627, + 0.908569872379303, + 0.908734142780304, + 0.9157047271728516, + 0.9107522368431091, + 0.8862617611885071, + 0.8759414553642273, + 0.8818557262420654, + 0.8958519697189331, + 0.9422684907913208, + 0.9375209212303162, + 0.9260163903236389, + 0.9258703589439392, + 0.9225785732269287, + 0.9106089472770691, + 0.9061062932014465, + 0.9183343648910522, + 0.9282969236373901, + 0.9510778784751892, + 0.9190860390663147, + 0.9102696776390076, + 0.9114716053009033, + 0.9126651287078857, + 0.9076496958732605, + 0.888481616973877, + 0.8775397539138794, + 0.8823797702789307, + 0.8853802680969238, + 0.8895089030265808, + 0.8853375315666199, + 0.9090754389762878, + 0.9135403037071228, + 0.9457584619522095, + 0.9557834267616272, + 0.9701479077339172, + 0.9690519571304321, + 0.8885181546211243, + 0.8796210885047913, + 0.8828086853027344, + 0.8758992552757263, + 0.8633549213409424, + 0.8723394870758057, + 0.9047921895980835, + 0.7839528322219849, + 0.7047699689865112, + 0.6919488310813904, + 0.6759445667266846, + 0.684123158454895, + 0.694678783416748, + 0.6859428882598877, + 0.7256284952163696, + 0.7691357731819153, + 0.8387362957000732, + 0.9624843597412109, + 0.9685142636299133, + 0.959486186504364, + 0.967957079410553, + 0.9628449082374573, + 0.9388746619224548, + 0.9392900466918945, + 0.9332868456840515, + 0.9260781407356262, + 0.928648829460144, + 0.9359492659568787, + 0.9519169926643372, + 0.9430652260780334, + 0.9488785266876221, + 0.9485490322113037, + 0.9534934163093567, + 0.9502949714660645, + 0.9518795609474182, + 0.9586097598075867, + 0.9467386603355408, + 0.91190105676651, + 0.8079403638839722, + 0.7655043601989746, + 0.6893865466117859, + 0.6802176833152771, + 0.6627431511878967, + 0.6676737666130066, + 0.7030683755874634, + 0.7498338222503662, + 0.8001531362533569, + 0.8598529100418091, + 0.8839152455329895, + 0.8975789546966553, + 0.9536952972412109, + 0.9423990249633789, + 0.9427181482315063, + 0.9535734057426453, + 0.9520543813705444, + 0.9603429436683655, + 0.9548194408416748, + 0.9604867100715637, + 0.9513611793518066, + 0.8767108917236328, + 0.7132618427276611, + 0.6863291263580322, + 0.5503604412078857, + 0.4015038013458252, + 0.43546760082244873, + 0.45768386125564575, + 0.5060357451438904, + 0.563041627407074, + 0.5750106573104858, + 0.663938045501709, + 0.7334758043289185, + 0.7965186834335327, + 0.8705475926399231, + 0.9044248461723328, + 0.9312750101089478, + 0.9433533549308777, + 0.9440367817878723, + 0.9228494763374329, + 0.9237039089202881, + 0.927997887134552, + 0.9063785672187805, + 0.885870099067688, + 0.8719290494918823, + 0.8572873473167419, + 0.8378816843032837, + 0.8168872594833374, + 0.8414692878723145, + 0.8623009920120239, + 0.8914892673492432, + 0.8963799476623535, + 0.8863750696182251, + 0.9389983415603638, + 0.9355595111846924, + 0.9223098754882812, + 0.9108697175979614, + 0.9062186479568481, + 0.8787981271743774, + 0.8743472099304199, + 0.8796841502189636, + 0.8838258981704712, + 0.8731697201728821, + 0.9387762546539307, + 0.9626022577285767, + 0.8853906393051147, + 0.08255016803741455, + 0.022030174732208252, + -0.036244750022888184, + -0.022901535034179688, + -0.22291100025177002, + -0.17378699779510498, + -0.06377589702606201, + -0.01755225658416748, + -0.09948468208312988, + -0.05139946937561035, + -0.02239072322845459, + 0.088431715965271, + 0.16681742668151855, + 0.26486289501190186, + 0.24031323194503784, + 0.21400988101959229, + 0.25500041246414185, + 0.27198362350463867, + 0.347684383392334, + 0.43081825971603394, + 0.4872902035713196, + 0.46716779470443726, + 0.5096280574798584, + 0.512822151184082, + 0.5958865284919739, + 0.6132078170776367, + 0.6660747528076172, + 0.7169307470321655, + 0.7383790612220764, + 0.8185278177261353, + 0.814030110836029, + 0.8591781258583069, + 0.86201411485672, + 0.8679019808769226, + 0.8731173276901245, + 0.8787223696708679, + 0.883601188659668, + 0.8909522294998169, + 0.9025468826293945, + 0.9488228559494019, + 0.9812399744987488, + 0.9812399744987488, + 0.9833182096481323, + 0.9828249216079712, + 0.9657191634178162, + 0.8848907947540283, + 0.8403754830360413, + 0.8282697200775146, + 0.8282697200775146, + 0.8219510316848755, + 0.8104881048202515, + 0.8041907548904419, + 0.8292477130889893, + 0.8490206599235535, + 0.8871009349822998, + 0.9383143186569214, + 0.966073215007782, + 0.9725998640060425, + 0.9736696481704712, + 0.9804130792617798, + 0.9923964142799377, + 0.9969415664672852, + 0.9942221641540527, + 0.9942221641540527, + 0.9942221641540527, + 0.9942221641540527, + 0.9942221641540527, + 0.9942221641540527, + 0.9939792156219482, + 0.9934308528900146, + 0.9934308528900146, + 0.9934308528900146, + 0.994705080986023, + 0.994705080986023, + 0.9950050711631775, + 0.9891846776008606, + 0.9769817590713501, + 0.9730009436607361, + 0.9601242542266846, + 0.9380220770835876, + 0.9387179017066956, + 0.9387179017066956, + 0.9387179017066956, + 0.9403963685035706, + 0.9477276802062988, + 0.9551456570625305, + 0.9665532112121582, + 0.9653429388999939, + 0.9791743159294128, + 0.9870803952217102, + 0.9907196164131165, + 0.9907196164131165, + 0.9907196164131165, + 0.9813961386680603, + 0.9813961386680603, + 0.9813961386680603, + 0.9813961386680603, + 0.9837588667869568, + 0.9837588667869568, + 0.9881930947303772, + 0.9907196164131165, + 0.9825626015663147, + 0.9825626015663147, + 0.9918807744979858, + 0.9918807744979858, + 0.9918807744979858 + ], + "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": [ + 3040.0, + 6240.0, + 9280.0, + 12480.0, + 15520.0, + 18720.0, + 21760.0, + 24960.0, + 28000.0, + 31200.0, + 34240.0, + 37440.0, + 40480.0, + 43680.0, + 46720.0, + 49920.0, + 53120.0, + 56160.0, + 59360.0, + 62400.0, + 65600.0, + 68640.0, + 71840.0, + 74880.0, + 78080.0, + 81120.0, + 84320.0, + 87360.0, + 90560.0, + 93600.0, + 96800.0, + 100000.0, + 103040.0, + 106240.0, + 109280.0, + 112480.0, + 115520.0, + 118720.0, + 121760.0, + 124960.0, + 128000.0, + 131200.0, + 134240.0, + 137440.0, + 140480.0, + 143680.0, + 146720.0, + 149920.0, + 153120.0, + 156160.0, + 159360.0, + 162400.0, + 165600.0, + 168640.0, + 171840.0, + 174880.0, + 178080.0, + 181120.0, + 184320.0, + 187360.0, + 190560.0, + 193600.0, + 196800.0, + 200000.0, + 203040.0, + 206240.0, + 209280.0, + 212480.0, + 215520.0, + 218720.0, + 221760.0, + 224960.0, + 228000.0, + 231200.0, + 234240.0, + 237440.0, + 240480.0, + 243680.0, + 246720.0, + 249920.0, + 253120.0, + 256160.0, + 259360.0, + 262400.0, + 265600.0, + 268640.0, + 271840.0, + 274880.0, + 278080.0, + 281120.0, + 284320.0, + 287360.0, + 290560.0, + 293600.0, + 296800.0, + 300000.0, + 303040.0, + 306240.0, + 309280.0, + 312480.0, + 315520.0, + 318720.0, + 321760.0, + 324960.0, + 328000.0, + 331200.0, + 334240.0, + 337440.0, + 340480.0, + 343680.0, + 346720.0, + 349920.0, + 353120.0, + 356160.0, + 359360.0, + 362400.0, + 365600.0, + 368640.0, + 371840.0, + 374880.0, + 378080.0, + 381120.0, + 384320.0, + 387360.0, + 390560.0, + 393600.0, + 396800.0, + 400000.0, + 403040.0, + 406240.0, + 409280.0, + 412480.0, + 415520.0, + 418720.0, + 421760.0, + 424960.0, + 428000.0, + 431200.0, + 434240.0, + 437440.0, + 440480.0, + 443680.0, + 446720.0, + 449920.0, + 453120.0, + 456160.0, + 459360.0, + 462400.0, + 465600.0, + 468640.0, + 471840.0, + 474880.0, + 478080.0, + 481120.0, + 484320.0, + 487360.0, + 490560.0, + 493600.0, + 496800.0, + 500000.0, + 503040.0, + 506240.0, + 509280.0, + 512480.0, + 515520.0, + 518720.0, + 521760.0, + 524960.0, + 528000.0, + 531200.0, + 534240.0, + 537440.0, + 540480.0, + 543680.0, + 546720.0, + 549920.0, + 553120.0, + 556160.0, + 559360.0, + 562400.0, + 565600.0, + 568640.0, + 571840.0, + 574880.0, + 578080.0, + 581120.0, + 584320.0, + 587360.0, + 590560.0, + 593600.0, + 596800.0, + 600000.0, + 603040.0, + 606240.0, + 609280.0, + 612480.0, + 615520.0, + 618720.0, + 621760.0, + 624960.0, + 628000.0, + 631200.0, + 634240.0, + 637440.0, + 640480.0, + 643680.0, + 646720.0, + 649920.0, + 653120.0, + 656160.0, + 659360.0, + 662400.0, + 665600.0, + 668640.0, + 671840.0, + 674880.0, + 678080.0, + 681120.0, + 684320.0, + 687360.0, + 690560.0, + 693600.0, + 696800.0, + 700000.0, + 703040.0, + 706240.0, + 709280.0, + 712480.0, + 715520.0, + 718720.0, + 721760.0, + 724960.0, + 728000.0, + 731200.0, + 734240.0, + 737440.0, + 740480.0, + 743680.0, + 746720.0, + 749920.0, + 753120.0, + 756160.0, + 759360.0, + 762400.0, + 765600.0, + 768640.0, + 771840.0, + 774880.0, + 778080.0, + 781120.0, + 784320.0, + 787360.0, + 790560.0, + 793600.0, + 796800.0, + 800000.0, + 803040.0, + 806240.0, + 809280.0, + 812480.0, + 815520.0, + 818720.0, + 821760.0, + 824960.0, + 828000.0, + 831200.0, + 834240.0, + 837440.0, + 840480.0, + 843680.0, + 846720.0, + 849920.0, + 853120.0, + 856160.0, + 859360.0, + 862400.0, + 865600.0, + 868640.0, + 871840.0, + 874880.0, + 878080.0, + 881120.0, + 884320.0, + 887360.0, + 890560.0, + 893600.0, + 896800.0, + 900000.0, + 903040.0, + 906240.0, + 909280.0, + 912480.0, + 915520.0, + 918720.0, + 921760.0, + 924960.0, + 928000.0, + 931200.0, + 934240.0, + 937440.0, + 940480.0, + 943680.0, + 946720.0, + 949920.0, + 953120.0, + 956160.0, + 959360.0, + 962400.0, + 965600.0, + 968640.0, + 971840.0, + 974880.0, + 978080.0, + 981120.0, + 984320.0, + 987360.0, + 990560.0, + 993600.0, + 996800.0, + 1000000.0, + 1003040.0, + 1006240.0, + 1009280.0, + 1012480.0, + 1015520.0, + 1018720.0, + 1021760.0, + 1024960.0, + 1028000.0, + 1031200.0, + 1034240.0, + 1037440.0, + 1040480.0, + 1043680.0, + 1046720.0, + 1049920.0, + 1053120.0, + 1056160.0, + 1059360.0, + 1062400.0, + 1065600.0, + 1068640.0, + 1071840.0, + 1074880.0, + 1078080.0, + 1081120.0, + 1084320.0, + 1087360.0, + 1090560.0, + 1093600.0, + 1096800.0, + 1100000.0, + 1103040.0, + 1106240.0, + 1109280.0, + 1112480.0, + 1115520.0, + 1118720.0, + 1121760.0, + 1124960.0, + 1128000.0, + 1131200.0, + 1134240.0, + 1137440.0, + 1140480.0, + 1143680.0, + 1146720.0, + 1149920.0, + 1153120.0, + 1156160.0, + 1159360.0, + 1162400.0, + 1165600.0, + 1168640.0, + 1171840.0, + 1174880.0, + 1178080.0, + 1181120.0, + 1184320.0, + 1187360.0, + 1190560.0, + 1193600.0, + 1196800.0, + 1200000.0, + 1203040.0, + 1206240.0, + 1209280.0, + 1212480.0, + 1215520.0, + 1218720.0, + 1221760.0, + 1224960.0, + 1228000.0, + 1231200.0, + 1234240.0, + 1237440.0, + 1240480.0, + 1243680.0, + 1246720.0, + 1249920.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_trial_metrics_scalar.json b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..fd41e295ae855bb2290e65d1f3391d271e1aeadf --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 4000000.0, + "total_reward_ma": 944.8744506835938, + "strength": 865.2865600585938, + "max_strength": 994.719970703125, + "final_strength": 992.7049560546875, + "sample_efficiency": 9.029071748045681e-07, + "training_efficiency": 2.8924116577400127e-06, + "stability": 0.9915070533752441, + "consistency": 0.7787916660308838 +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0.log b/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..85981d8a76ed3b9c2e4034cb8edb701e1b14cb58 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0.log @@ -0,0 +1,5 @@ +2026-01-31 01:08:51 | INFO | PID:1516 | slm_lab.lib.logger:info | trial_metrics: frame:4.00e+06 | total_reward_ma:944.87 | strength:865.3 | max_strength:994.7 | final_strength:992.7 | sample_efficiency:9.029e-07 | training_efficiency:2.892e-06 | stability:0.9915 | consistency:0.7788 +2026-01-31 01:08:51 | INFO | PID:1516 | slm_lab.lib.logger:info | Trial 0 done +2026-01-31 01:08:51 | INFO | PID:1516 | slm_lab.cli.main:run_spec | Output: data/ppo_inverted_pendulum_2026_01_30_230211 +2026-01-31 01:08:51 | INFO | PID:1516 | slm_lab.lib.hf:cleanup_models | Cleanup saved 8.3 MB +2026-01-31 01:08:52 | INFO | PID:1516 | slm_lab.lib.hf:upload | Uploading data/ppo_inverted_pendulum_2026_01_30_230211 to SLM-Lab/benchmark-dev/data/ppo_inverted_pendulum_2026_01_30_230211... diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s0.log b/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..6a69dfdaac349027557f000c58ff581d2b9ae804 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s0.log @@ -0,0 +1,1727 @@ +2026-01-30 23:02:42 | INFO | PID:1570 | slm_lab.env:_make_vector_env | Action rescaling: [-3.0, 3.0] → [-1, 1] +2026-01-30 23:02:45 | INFO | PID:1570 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3070 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-30 23:02:45 | INFO | PID:1570 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.999 + lam: 0.9 + clip_eps_spec: + name: no_decay + start_val: 0.4 + end_val: 0.4 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.0 + end_val: 0.0 + start_step: 0 + end_step: 0 + val_loss_coef: 0.2 + time_horizon: 32 + minibatch_size: 32 + training_epoch: 5 + normalize_v_targets: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.0 + end_val: 0.0 + start_step: 0 + end_step: 0 +minibatch_size: 32 +val_loss_coef: 0.2 +normalize_v_targets: True +clip_vloss: False +gamma: 0.999 +lam: 0.9 +clip_eps_spec: + name: no_decay + start_val: 0.4 + end_val: 0.4 + start_step: 0 + end_step: 0 +time_horizon: 32 +training_epoch: 5 +to_train: 0 +training_frequency: 32 +clip_eps: 0.4 +shared: False +net: (device:cuda:0) MLPNet( + (model): Sequential( + (0): Linear(in_features=4, 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=4, 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 + initial_lr: 0.00057 + lr: 0.00057 + 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 + initial_lr: 0.00057 + lr: 0.00057 + maximize: False + weight_decay: 0.01 +) +old_net: (device:cuda:0) MLPNet( + (model): Sequential( + (0): Linear(in_features=4, 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 23:03:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:36.51 total_reward_ma:36.51 loss:0.06978 fps:454.5 +frame:1.00e+04 wall_t:22 t:625 epi:nan +opt_step:3040 lr:0.0005686 clip_eps:0.4 entropy:-0.07078 +2026-01-30 23:03:23 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:74.58 total_reward_ma:55.54 loss:0.1016 fps:500 +frame:2.00e+04 wall_t:40 t:1250 epi:nan +opt_step:6240 lr:0.0005672 clip_eps:0.4 entropy:1.34 +2026-01-30 23:03:41 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:135.55 total_reward_ma:82.21 loss:0.04371 fps:517.2 +frame:3.00e+04 wall_t:58 t:1875 epi:nan +opt_step:9280 lr:0.0005658 clip_eps:0.4 entropy:2.072 +2026-01-30 23:04:01 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:110.47 total_reward_ma:89.28 loss:-0.007126 fps:506.3 +frame:4.00e+04 wall_t:79 t:2500 epi:nan +opt_step:12480 lr:0.0005643 clip_eps:0.4 entropy:1.463 +2026-01-30 23:04:20 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:130.47 total_reward_ma:97.52 loss:-0.01388 fps:515.5 +frame:5.00e+04 wall_t:97 t:3125 epi:nan +opt_step:15520 lr:0.0005629 clip_eps:0.4 entropy:1.118 +2026-01-30 23:04:39 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:242.02 total_reward_ma:121.60 loss:-0.006545 fps:512.8 +frame:6.00e+04 wall_t:117 t:3750 epi:nan +opt_step:18720 lr:0.0005615 clip_eps:0.4 entropy:1.41 +2026-01-30 23:04:58 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:342.82 total_reward_ma:153.20 loss:0.1243 fps:514.7 +frame:7.00e+04 wall_t:136 t:4375 epi:nan +opt_step:21760 lr:0.0005601 clip_eps:0.4 entropy:2.505 +2026-01-30 23:05:17 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:97.81 total_reward_ma:146.28 loss:-0.01322 fps:516.1 +frame:8.00e+04 wall_t:155 t:5000 epi:nan +opt_step:24960 lr:0.0005586 clip_eps:0.4 entropy:2.283 +2026-01-30 23:05:35 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:117.74 total_reward_ma:143.11 loss:-0.006489 fps:520.2 +frame:9.00e+04 wall_t:173 t:5625 epi:nan +opt_step:28000 lr:0.0005572 clip_eps:0.4 entropy:1.766 +2026-01-30 23:05:55 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:258.40 total_reward_ma:154.64 loss:0.002815 fps:518.1 +frame:1.00e+05 wall_t:193 t:6250 epi:nan +opt_step:31200 lr:0.0005558 clip_eps:0.4 entropy:1.03 +2026-01-30 23:06:13 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:309.90 total_reward_ma:168.75 loss:0.005166 fps:521.3 +frame:1.10e+05 wall_t:211 t:6875 epi:nan +opt_step:34240 lr:0.0005544 clip_eps:0.4 entropy:1.329 +2026-01-30 23:06:33 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:408.33 total_reward_ma:188.72 loss:0.00586 fps:521.7 +frame:1.20e+05 wall_t:230 t:7500 epi:nan +opt_step:37440 lr:0.0005529 clip_eps:0.4 entropy:1.428 +2026-01-30 23:06:51 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:505.68 total_reward_ma:213.10 loss:-0.02214 fps:522.1 +frame:1.30e+05 wall_t:249 t:8125 epi:nan +opt_step:40480 lr:0.0005515 clip_eps:0.4 entropy:1.606 +2026-01-30 23:07:11 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:565.85 total_reward_ma:238.29 loss:-0.01573 fps:520.4 +frame:1.40e+05 wall_t:269 t:8750 epi:nan +opt_step:43680 lr:0.0005501 clip_eps:0.4 entropy:2.2 +2026-01-30 23:07:29 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:390.45 total_reward_ma:248.44 loss:-0.02354 fps:522.6 +frame:1.50e+05 wall_t:287 t:9375 epi:nan +opt_step:46720 lr:0.0005487 clip_eps:0.4 entropy:2.909 +2026-01-30 23:07:49 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:286.93 total_reward_ma:250.84 loss:-0.006442 fps:522.9 +frame:1.60e+05 wall_t:306 t:10000 epi:nan +opt_step:49920 lr:0.0005472 clip_eps:0.4 entropy:3.242 +2026-01-30 23:08:08 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:168.53 total_reward_ma:246.00 loss:-0.01221 fps:521.5 +frame:1.70e+05 wall_t:326 t:10625 epi:nan +opt_step:53120 lr:0.0005458 clip_eps:0.4 entropy:3.163 +2026-01-30 23:08:27 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:164.74 total_reward_ma:241.49 loss:-0.02282 fps:523.3 +frame:1.80e+05 wall_t:344 t:11250 epi:nan +opt_step:56160 lr:0.0005444 clip_eps:0.4 entropy:3.38 +2026-01-30 23:08:46 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:223.60 total_reward_ma:240.55 loss:0.006933 fps:522 +frame:1.90e+05 wall_t:364 t:11875 epi:nan +opt_step:59360 lr:0.0005429 clip_eps:0.4 entropy:3.417 +2026-01-30 23:09:05 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:322.79 total_reward_ma:244.66 loss:0.003185 fps:522.2 +frame:2.00e+05 wall_t:383 t:12500 epi:nan +opt_step:62400 lr:0.0005415 clip_eps:0.4 entropy:3.058 +2026-01-30 23:09:24 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:411.54 total_reward_ma:252.61 loss:-0.006766 fps:522.4 +frame:2.10e+05 wall_t:402 t:13125 epi:nan +opt_step:65600 lr:0.0005401 clip_eps:0.4 entropy:3.289 +2026-01-30 23:09:43 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:436.87 total_reward_ma:260.98 loss:-0.009491 fps:522.6 +frame:2.20e+05 wall_t:421 t:13750 epi:nan +opt_step:68640 lr:0.0005387 clip_eps:0.4 entropy:3.419 +2026-01-30 23:10:03 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:512.66 total_reward_ma:271.92 loss:-0.01393 fps:522.7 +frame:2.30e+05 wall_t:440 t:14375 epi:nan +opt_step:71840 lr:0.0005372 clip_eps:0.4 entropy:3.419 +2026-01-30 23:10:21 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:564.26 total_reward_ma:284.10 loss:0.001098 fps:522.9 +frame:2.40e+05 wall_t:459 t:15000 epi:nan +opt_step:74880 lr:0.0005359 clip_eps:0.4 entropy:3.419 +2026-01-30 23:10:41 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:591.61 total_reward_ma:296.40 loss:0.00671 fps:523 +frame:2.50e+05 wall_t:478 t:15625 epi:nan +opt_step:78080 lr:0.0005344 clip_eps:0.4 entropy:3.419 +2026-01-30 23:10:59 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:616.47 total_reward_ma:308.71 loss:-0.003642 fps:523.1 +frame:2.60e+05 wall_t:497 t:16250 epi:nan +opt_step:81120 lr:0.000533 clip_eps:0.4 entropy:3.419 +2026-01-30 23:11:19 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:662.96 total_reward_ma:321.83 loss:-0.01948 fps:522.2 +frame:2.70e+05 wall_t:517 t:16875 epi:nan +opt_step:84320 lr:0.0005316 clip_eps:0.4 entropy:3.414 +2026-01-30 23:11:37 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:686.28 total_reward_ma:334.85 loss:-0.02369 fps:523.4 +frame:2.80e+05 wall_t:535 t:17500 epi:nan +opt_step:87360 lr:0.0005302 clip_eps:0.4 entropy:3.419 +2026-01-30 23:11:56 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:765.89 total_reward_ma:349.71 loss:-0.01693 fps:523.5 +frame:2.90e+05 wall_t:554 t:18125 epi:nan +opt_step:90560 lr:0.0005287 clip_eps:0.4 entropy:3.284 +2026-01-30 23:12:15 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:852.19 total_reward_ma:366.46 loss:-0.02196 fps:523.6 +frame:3.00e+05 wall_t:573 t:18750 epi:nan +opt_step:93600 lr:0.0005273 clip_eps:0.4 entropy:3.419 +2026-01-30 23:12:35 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:890.51 total_reward_ma:383.37 loss:-0.01284 fps:523.6 +frame:3.10e+05 wall_t:592 t:19375 epi:nan +opt_step:96800 lr:0.0005259 clip_eps:0.4 entropy:3.419 +2026-01-30 23:12:54 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:714.10 total_reward_ma:393.70 loss:-0.01557 fps:522.9 +frame:3.20e+05 wall_t:612 t:20000 epi:nan +opt_step:100000 lr:0.0005244 clip_eps:0.4 entropy:3.419 +2026-01-30 23:13:13 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:587.49 total_reward_ma:399.58 loss:-0.01915 fps:523.8 +frame:3.30e+05 wall_t:630 t:20625 epi:nan +opt_step:103040 lr:0.000523 clip_eps:0.4 entropy:3.419 +2026-01-30 23:13:32 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:615.27 total_reward_ma:405.92 loss:-0.04052 fps:523.1 +frame:3.40e+05 wall_t:650 t:21250 epi:nan +opt_step:106240 lr:0.0005216 clip_eps:0.4 entropy:3.419 +2026-01-30 23:13:50 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:604.48 total_reward_ma:411.59 loss:-0.006697 fps:524 +frame:3.50e+05 wall_t:668 t:21875 epi:nan +opt_step:109280 lr:0.0005202 clip_eps:0.4 entropy:3.419 +2026-01-30 23:14:10 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:627.51 total_reward_ma:417.59 loss:-0.009199 fps:524 +frame:3.60e+05 wall_t:687 t:22500 epi:nan +opt_step:112480 lr:0.0005187 clip_eps:0.4 entropy:3.419 +2026-01-30 23:14:29 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:636.40 total_reward_ma:423.50 loss:-0.01606 fps:524.1 +frame:3.70e+05 wall_t:706 t:23125 epi:nan +opt_step:115520 lr:0.0005173 clip_eps:0.4 entropy:3.419 +2026-01-30 23:14:48 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:646.91 total_reward_ma:429.38 loss:-0.01779 fps:524.1 +frame:3.80e+05 wall_t:725 t:23750 epi:nan +opt_step:118720 lr:0.0005159 clip_eps:0.4 entropy:3.419 +2026-01-30 23:15:06 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:706.63 total_reward_ma:436.49 loss:-0.004831 fps:524.2 +frame:3.90e+05 wall_t:744 t:24375 epi:nan +opt_step:121760 lr:0.0005145 clip_eps:0.4 entropy:3.419 +2026-01-30 23:15:26 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:748.67 total_reward_ma:444.30 loss:-0.00642 fps:523.6 +frame:4.00e+05 wall_t:764 t:25000 epi:nan +opt_step:124960 lr:0.000513 clip_eps:0.4 entropy:3.419 +2026-01-30 23:15:44 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:850.16 total_reward_ma:454.20 loss:-0.01849 fps:524.3 +frame:4.10e+05 wall_t:782 t:25625 epi:nan +opt_step:128000 lr:0.0005116 clip_eps:0.4 entropy:3.336 +2026-01-30 23:16:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:928.98 total_reward_ma:465.50 loss:3.82e-05 fps:524.3 +frame:4.20e+05 wall_t:801 t:26250 epi:nan +opt_step:131200 lr:0.0005102 clip_eps:0.4 entropy:3.314 +2026-01-30 23:16:22 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:952.37 total_reward_ma:476.82 loss:-0.004204 fps:524.4 +frame:4.30e+05 wall_t:820 t:26875 epi:nan +opt_step:134240 lr:0.0005088 clip_eps:0.4 entropy:3.419 +2026-01-30 23:16:42 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:952.37 total_reward_ma:487.63 loss:-0.006381 fps:523.8 +frame:4.40e+05 wall_t:840 t:27500 epi:nan +opt_step:137440 lr:0.0005073 clip_eps:0.4 entropy:3.419 +2026-01-30 23:17:00 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:962.78 total_reward_ma:498.19 loss:-0.008245 fps:524.5 +frame:4.50e+05 wall_t:858 t:28125 epi:nan +opt_step:140480 lr:0.0005059 clip_eps:0.4 entropy:3.419 +2026-01-30 23:17:19 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:952.93 total_reward_ma:508.08 loss:0.006842 fps:524.5 +frame:4.60e+05 wall_t:877 t:28750 epi:nan +opt_step:143680 lr:0.0005045 clip_eps:0.4 entropy:3.419 +2026-01-30 23:17:38 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:944.63 total_reward_ma:517.36 loss:0.005707 fps:524.6 +frame:4.70e+05 wall_t:896 t:29375 epi:nan +opt_step:146720 lr:0.0005031 clip_eps:0.4 entropy:3.419 +2026-01-30 23:17:57 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:946.80 total_reward_ma:526.31 loss:-0.01648 fps:524.6 +frame:4.80e+05 wall_t:915 t:30000 epi:nan +opt_step:149920 lr:0.0005016 clip_eps:0.4 entropy:3.419 +2026-01-30 23:18:17 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:953.92 total_reward_ma:535.04 loss:-0.013 fps:524.6 +frame:4.90e+05 wall_t:934 t:30625 epi:nan +opt_step:153120 lr:0.0005002 clip_eps:0.4 entropy:3.318 +2026-01-30 23:18:36 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:963.26 total_reward_ma:543.60 loss:-0.02565 fps:524.7 +frame:5.00e+05 wall_t:953 t:31250 epi:nan +opt_step:156160 lr:0.0004988 clip_eps:0.4 entropy:3.355 +2026-01-30 23:18:55 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:963.26 total_reward_ma:551.83 loss:-0.008978 fps:524.2 +frame:5.10e+05 wall_t:973 t:31875 epi:nan +opt_step:159360 lr:0.0004973 clip_eps:0.4 entropy:3.355 +2026-01-30 23:19:13 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:963.26 total_reward_ma:559.74 loss:-0.01988 fps:524.7 +frame:5.20e+05 wall_t:991 t:32500 epi:nan +opt_step:162400 lr:0.0004959 clip_eps:0.4 entropy:3.419 +2026-01-30 23:19:33 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:963.26 total_reward_ma:567.36 loss:-0.006637 fps:524.8 +frame:5.30e+05 wall_t:1010 t:33125 epi:nan +opt_step:165600 lr:0.0004945 clip_eps:0.4 entropy:3.419 +2026-01-30 23:19:52 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:948.27 total_reward_ma:574.41 loss:-0.007987 fps:524.8 +frame:5.40e+05 wall_t:1029 t:33750 epi:nan +opt_step:168640 lr:0.0004931 clip_eps:0.4 entropy:3.335 +2026-01-30 23:20:11 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:948.65 total_reward_ma:581.21 loss:-0.01104 fps:524.8 +frame:5.50e+05 wall_t:1048 t:34375 epi:nan +opt_step:171840 lr:0.0004916 clip_eps:0.4 entropy:3.419 +2026-01-30 23:20:29 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:959.77 total_reward_ma:587.97 loss:-0.01502 fps:524.8 +frame:5.60e+05 wall_t:1067 t:35000 epi:nan +opt_step:174880 lr:0.0004903 clip_eps:0.4 entropy:3.419 +2026-01-30 23:20:49 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:980.67 total_reward_ma:594.86 loss:-0.01398 fps:524.4 +frame:5.70e+05 wall_t:1087 t:35625 epi:nan +opt_step:178080 lr:0.0004888 clip_eps:0.4 entropy:3.419 +2026-01-30 23:21:07 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.01 total_reward_ma:601.59 loss:-0.01233 fps:524.9 +frame:5.80e+05 wall_t:1105 t:36250 epi:nan +opt_step:181120 lr:0.0004874 clip_eps:0.4 entropy:3.393 +2026-01-30 23:21:26 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.01 total_reward_ma:608.09 loss:-0.01822 fps:524.9 +frame:5.90e+05 wall_t:1124 t:36875 epi:nan +opt_step:184320 lr:0.000486 clip_eps:0.4 entropy:3.419 +2026-01-30 23:21:45 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.01 total_reward_ma:614.37 loss:-0.003861 fps:524.9 +frame:6.00e+05 wall_t:1143 t:37500 epi:nan +opt_step:187360 lr:0.0004846 clip_eps:0.4 entropy:3.363 +2026-01-30 23:22:05 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.01 total_reward_ma:620.45 loss:0.03197 fps:524.5 +frame:6.10e+05 wall_t:1163 t:38125 epi:nan +opt_step:190560 lr:0.0004831 clip_eps:0.4 entropy:2.633 +2026-01-30 23:22:23 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.01 total_reward_ma:626.33 loss:0.003702 fps:525 +frame:6.20e+05 wall_t:1181 t:38750 epi:nan +opt_step:193600 lr:0.0004817 clip_eps:0.4 entropy:2.468 +2026-01-30 23:22:42 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.10 total_reward_ma:632.02 loss:-0.001212 fps:525 +frame:6.30e+05 wall_t:1200 t:39375 epi:nan +opt_step:196800 lr:0.0004803 clip_eps:0.4 entropy:3.006 +2026-01-30 23:23:02 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:986.45 total_reward_ma:637.56 loss:-0.02555 fps:524.6 +frame:6.40e+05 wall_t:1220 t:40000 epi:nan +opt_step:200000 lr:0.0004788 clip_eps:0.4 entropy:3.315 +2026-01-30 23:23:20 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:992.36 total_reward_ma:643.02 loss:-0.02734 fps:525 +frame:6.50e+05 wall_t:1238 t:40625 epi:nan +opt_step:203040 lr:0.0004774 clip_eps:0.4 entropy:3.115 +2026-01-30 23:23:40 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:992.36 total_reward_ma:648.31 loss:0.01415 fps:524.6 +frame:6.60e+05 wall_t:1258 t:41250 epi:nan +opt_step:206240 lr:0.000476 clip_eps:0.4 entropy:3.039 +2026-01-30 23:23:59 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:992.36 total_reward_ma:653.45 loss:6.814e-05 fps:524.7 +frame:6.70e+05 wall_t:1277 t:41875 epi:nan +opt_step:209280 lr:0.0004746 clip_eps:0.4 entropy:2.831 +2026-01-30 23:24:18 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:992.36 total_reward_ma:658.43 loss:0.005458 fps:524.7 +frame:6.80e+05 wall_t:1296 t:42500 epi:nan +opt_step:212480 lr:0.0004731 clip_eps:0.4 entropy:3.242 +2026-01-30 23:24:37 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:992.36 total_reward_ma:663.27 loss:-0.006768 fps:525.1 +frame:6.90e+05 wall_t:1314 t:43125 epi:nan +opt_step:215520 lr:0.0004717 clip_eps:0.4 entropy:3.138 +2026-01-30 23:24:56 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.60 total_reward_ma:667.87 loss:-0.03029 fps:524.7 +frame:7.00e+05 wall_t:1334 t:43750 epi:nan +opt_step:218720 lr:0.0004703 clip_eps:0.4 entropy:3.419 +2026-01-30 23:25:15 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:925.10 total_reward_ma:671.50 loss:-0.01596 fps:524.8 +frame:7.10e+05 wall_t:1353 t:44375 epi:nan +opt_step:221760 lr:0.0004689 clip_eps:0.4 entropy:3.048 +2026-01-30 23:25:34 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:916.63 total_reward_ma:674.90 loss:0.003214 fps:524.8 +frame:7.20e+05 wall_t:1372 t:45000 epi:nan +opt_step:224960 lr:0.0004674 clip_eps:0.4 entropy:3.056 +2026-01-30 23:25:53 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:922.53 total_reward_ma:678.29 loss:-0.009952 fps:525.2 +frame:7.30e+05 wall_t:1390 t:45625 epi:nan +opt_step:228000 lr:0.000466 clip_eps:0.4 entropy:3.209 +2026-01-30 23:26:13 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:922.53 total_reward_ma:681.59 loss:-0.01119 fps:524.8 +frame:7.40e+05 wall_t:1410 t:46250 epi:nan +opt_step:231200 lr:0.0004646 clip_eps:0.4 entropy:3.182 +2026-01-30 23:26:31 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:922.53 total_reward_ma:684.81 loss:0.01318 fps:524.8 +frame:7.50e+05 wall_t:1429 t:46875 epi:nan +opt_step:234240 lr:0.0004632 clip_eps:0.4 entropy:2.839 +2026-01-30 23:26:50 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:916.92 total_reward_ma:687.86 loss:0.01367 fps:524.9 +frame:7.60e+05 wall_t:1448 t:47500 epi:nan +opt_step:237440 lr:0.0004617 clip_eps:0.4 entropy:3.021 +2026-01-30 23:27:09 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:896.04 total_reward_ma:690.56 loss:-0.02765 fps:524.9 +frame:7.70e+05 wall_t:1467 t:48125 epi:nan +opt_step:240480 lr:0.0004603 clip_eps:0.4 entropy:3.246 +2026-01-30 23:27:29 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:881.82 total_reward_ma:693.02 loss:0.009035 fps:524.9 +frame:7.80e+05 wall_t:1486 t:48750 epi:nan +opt_step:243680 lr:0.0004589 clip_eps:0.4 entropy:3.201 +2026-01-30 23:27:47 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:874.84 total_reward_ma:695.32 loss:-0.01539 fps:524.9 +frame:7.90e+05 wall_t:1505 t:49375 epi:nan +opt_step:246720 lr:0.0004575 clip_eps:0.4 entropy:3.163 +2026-01-30 23:28:07 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:931.07 total_reward_ma:698.27 loss:0.008603 fps:524.9 +frame:8.00e+05 wall_t:1524 t:50000 epi:nan +opt_step:249920 lr:0.000456 clip_eps:0.4 entropy:2.585 +2026-01-30 23:28:27 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:923.70 total_reward_ma:701.05 loss:0.003418 fps:524.6 +frame:8.10e+05 wall_t:1544 t:50625 epi:nan +opt_step:253120 lr:0.0004546 clip_eps:0.4 entropy:2.836 +2026-01-30 23:28:45 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:915.96 total_reward_ma:703.67 loss:-0.01254 fps:525 +frame:8.20e+05 wall_t:1562 t:51250 epi:nan +opt_step:256160 lr:0.0004532 clip_eps:0.4 entropy:3.042 +2026-01-30 23:29:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:898.58 total_reward_ma:706.02 loss:-0.02007 fps:524.7 +frame:8.30e+05 wall_t:1582 t:51875 epi:nan +opt_step:259360 lr:0.0004517 clip_eps:0.4 entropy:3.038 +2026-01-30 23:29:23 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:877.92 total_reward_ma:708.06 loss:-0.005175 fps:524.7 +frame:8.40e+05 wall_t:1601 t:52500 epi:nan +opt_step:262400 lr:0.0004503 clip_eps:0.4 entropy:3.082 +2026-01-30 23:29:42 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:819.13 total_reward_ma:709.37 loss:-0.02938 fps:524.7 +frame:8.50e+05 wall_t:1620 t:53125 epi:nan +opt_step:265600 lr:0.0004489 clip_eps:0.4 entropy:3.374 +2026-01-30 23:30:01 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:816.31 total_reward_ma:710.61 loss:-0.008918 fps:525 +frame:8.60e+05 wall_t:1638 t:53750 epi:nan +opt_step:268640 lr:0.0004475 clip_eps:0.4 entropy:3.004 +2026-01-30 23:30:20 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:813.74 total_reward_ma:711.80 loss:-0.01797 fps:524.7 +frame:8.70e+05 wall_t:1658 t:54375 epi:nan +opt_step:271840 lr:0.000446 clip_eps:0.4 entropy:3.337 +2026-01-30 23:30:39 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:778.03 total_reward_ma:712.55 loss:-0.0281 fps:524.7 +frame:8.80e+05 wall_t:1677 t:55000 epi:nan +opt_step:274880 lr:0.0004447 clip_eps:0.4 entropy:3.236 +2026-01-30 23:30:58 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:751.88 total_reward_ma:712.99 loss:-0.004543 fps:524.8 +frame:8.90e+05 wall_t:1696 t:55625 epi:nan +opt_step:278080 lr:0.0004432 clip_eps:0.4 entropy:2.766 +2026-01-30 23:31:17 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:761.36 total_reward_ma:713.53 loss:0.0009032 fps:525.1 +frame:9.00e+05 wall_t:1714 t:56250 epi:nan +opt_step:281120 lr:0.0004418 clip_eps:0.4 entropy:3.357 +2026-01-30 23:31:37 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:723.44 total_reward_ma:713.64 loss:-0.01145 fps:524.8 +frame:9.10e+05 wall_t:1734 t:56875 epi:nan +opt_step:284320 lr:0.0004404 clip_eps:0.4 entropy:3.17 +2026-01-30 23:31:55 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:724.02 total_reward_ma:713.75 loss:-0.03446 fps:525.1 +frame:9.20e+05 wall_t:1752 t:57500 epi:nan +opt_step:287360 lr:0.000439 clip_eps:0.4 entropy:2.919 +2026-01-30 23:32:14 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:760.98 total_reward_ma:714.26 loss:-0.02604 fps:524.8 +frame:9.30e+05 wall_t:1772 t:58125 epi:nan +opt_step:290560 lr:0.0004375 clip_eps:0.4 entropy:3.062 +2026-01-30 23:32:33 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:767.84 total_reward_ma:714.83 loss:-0.01583 fps:524.8 +frame:9.40e+05 wall_t:1791 t:58750 epi:nan +opt_step:293600 lr:0.0004361 clip_eps:0.4 entropy:2.961 +2026-01-30 23:32:52 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:756.44 total_reward_ma:715.27 loss:-0.0309 fps:524.9 +frame:9.50e+05 wall_t:1810 t:59375 epi:nan +opt_step:296800 lr:0.0004347 clip_eps:0.4 entropy:2.833 +2026-01-30 23:33:12 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:741.77 total_reward_ma:715.54 loss:0.001998 fps:524.9 +frame:9.60e+05 wall_t:1829 t:60000 epi:nan +opt_step:300000 lr:0.0004332 clip_eps:0.4 entropy:3.124 +2026-01-30 23:33:30 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:748.30 total_reward_ma:715.88 loss:-0.04663 fps:524.9 +frame:9.70e+05 wall_t:1848 t:60625 epi:nan +opt_step:303040 lr:0.0004318 clip_eps:0.4 entropy:3.392 +2026-01-30 23:33:50 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:717.99 total_reward_ma:715.90 loss:-0.007225 fps:524.6 +frame:9.80e+05 wall_t:1868 t:61250 epi:nan +opt_step:306240 lr:0.0004304 clip_eps:0.4 entropy:3.231 +2026-01-30 23:34:08 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:749.74 total_reward_ma:716.25 loss:-0.02729 fps:524.9 +frame:9.90e+05 wall_t:1886 t:61875 epi:nan +opt_step:309280 lr:0.000429 clip_eps:0.4 entropy:3.4 +2026-01-30 23:34:28 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:763.64 total_reward_ma:716.72 loss:-0.01075 fps:524.9 +frame:1.00e+06 wall_t:1905 t:62500 epi:nan +opt_step:312480 lr:0.0004275 clip_eps:0.4 entropy:3.125 +2026-01-30 23:34:47 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:677.26 total_reward_ma:723.13 loss:-0.0265 fps:524.9 +frame:1.01e+06 wall_t:1924 t:63125 epi:nan +opt_step:315520 lr:0.0004261 clip_eps:0.4 entropy:3.385 +2026-01-30 23:35:06 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:710.75 total_reward_ma:729.49 loss:-0.01396 fps:525 +frame:1.02e+06 wall_t:1943 t:63750 epi:nan +opt_step:318720 lr:0.0004247 clip_eps:0.4 entropy:2.909 +2026-01-30 23:35:24 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:719.44 total_reward_ma:735.33 loss:-0.02336 fps:525 +frame:1.03e+06 wall_t:1962 t:64375 epi:nan +opt_step:321760 lr:0.0004233 clip_eps:0.4 entropy:3.069 +2026-01-30 23:35:44 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:727.71 total_reward_ma:741.50 loss:-0.01088 fps:524.7 +frame:1.04e+06 wall_t:1982 t:65000 epi:nan +opt_step:324960 lr:0.0004218 clip_eps:0.4 entropy:3.094 +2026-01-30 23:36:02 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:709.44 total_reward_ma:747.29 loss:-0.01153 fps:525 +frame:1.05e+06 wall_t:2000 t:65625 epi:nan +opt_step:328000 lr:0.0004204 clip_eps:0.4 entropy:3.291 +2026-01-30 23:36:22 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:601.78 total_reward_ma:750.89 loss:-0.005405 fps:525 +frame:1.06e+06 wall_t:2019 t:66250 epi:nan +opt_step:331200 lr:0.000419 clip_eps:0.4 entropy:2.917 +2026-01-30 23:36:40 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:652.72 total_reward_ma:753.99 loss:-0.02178 fps:525 +frame:1.07e+06 wall_t:2038 t:66875 epi:nan +opt_step:334240 lr:0.0004176 clip_eps:0.4 entropy:3.316 +2026-01-30 23:37:00 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:676.05 total_reward_ma:759.77 loss:-0.03058 fps:524.8 +frame:1.08e+06 wall_t:2058 t:67500 epi:nan +opt_step:337440 lr:0.0004161 clip_eps:0.4 entropy:3.367 +2026-01-30 23:37:18 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:691.04 total_reward_ma:765.50 loss:-0.01395 fps:525 +frame:1.09e+06 wall_t:2076 t:68125 epi:nan +opt_step:340480 lr:0.0004147 clip_eps:0.4 entropy:3.298 +2026-01-30 23:37:38 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:673.06 total_reward_ma:769.65 loss:-0.01323 fps:525.1 +frame:1.10e+06 wall_t:2095 t:68750 epi:nan +opt_step:343680 lr:0.0004133 clip_eps:0.4 entropy:3.289 +2026-01-30 23:37:57 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:667.68 total_reward_ma:773.23 loss:-0.01241 fps:525.1 +frame:1.11e+06 wall_t:2114 t:69375 epi:nan +opt_step:346720 lr:0.0004119 clip_eps:0.4 entropy:2.92 +2026-01-30 23:38:16 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:678.96 total_reward_ma:775.93 loss:0.0291 fps:525.1 +frame:1.12e+06 wall_t:2133 t:70000 epi:nan +opt_step:349920 lr:0.0004104 clip_eps:0.4 entropy:3.05 +2026-01-30 23:38:35 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:734.03 total_reward_ma:778.22 loss:-0.01348 fps:524.8 +frame:1.13e+06 wall_t:2153 t:70625 epi:nan +opt_step:353120 lr:0.000409 clip_eps:0.4 entropy:3.301 +2026-01-30 23:38:54 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:648.80 total_reward_ma:779.05 loss:-0.009598 fps:525.1 +frame:1.14e+06 wall_t:2171 t:71250 epi:nan +opt_step:356160 lr:0.0004076 clip_eps:0.4 entropy:2.927 +2026-01-30 23:39:13 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:602.56 total_reward_ma:781.17 loss:-0.01472 fps:524.9 +frame:1.15e+06 wall_t:2191 t:71875 epi:nan +opt_step:359360 lr:0.0004061 clip_eps:0.4 entropy:3.258 +2026-01-30 23:39:32 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:613.39 total_reward_ma:784.43 loss:-0.02888 fps:525.1 +frame:1.16e+06 wall_t:2209 t:72500 epi:nan +opt_step:362400 lr:0.0004047 clip_eps:0.4 entropy:2.876 +2026-01-30 23:39:51 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:625.45 total_reward_ma:789.00 loss:-0.01552 fps:524.9 +frame:1.17e+06 wall_t:2229 t:73125 epi:nan +opt_step:365600 lr:0.0004033 clip_eps:0.4 entropy:2.927 +2026-01-30 23:40:10 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:648.50 total_reward_ma:793.84 loss:-0.01886 fps:524.9 +frame:1.18e+06 wall_t:2248 t:73750 epi:nan +opt_step:368640 lr:0.0004019 clip_eps:0.4 entropy:2.92 +2026-01-30 23:40:29 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:678.92 total_reward_ma:798.39 loss:-0.01558 fps:524.9 +frame:1.19e+06 wall_t:2267 t:74375 epi:nan +opt_step:371840 lr:0.0004004 clip_eps:0.4 entropy:2.837 +2026-01-30 23:40:48 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:708.68 total_reward_ma:802.25 loss:-0.013 fps:525.2 +frame:1.20e+06 wall_t:2285 t:75000 epi:nan +opt_step:374880 lr:0.0003991 clip_eps:0.4 entropy:2.622 +2026-01-30 23:41:08 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:765.93 total_reward_ma:805.79 loss:-0.02635 fps:524.9 +frame:1.21e+06 wall_t:2305 t:75625 epi:nan +opt_step:378080 lr:0.0003976 clip_eps:0.4 entropy:2.963 +2026-01-30 23:41:26 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:807.60 total_reward_ma:809.50 loss:-0.00663 fps:525 +frame:1.22e+06 wall_t:2324 t:76250 epi:nan +opt_step:381120 lr:0.0003962 clip_eps:0.4 entropy:2.613 +2026-01-30 23:41:45 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:798.92 total_reward_ma:812.36 loss:0.00293 fps:525 +frame:1.23e+06 wall_t:2343 t:76875 epi:nan +opt_step:384320 lr:0.0003948 clip_eps:0.4 entropy:2.864 +2026-01-30 23:42:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:840.65 total_reward_ma:815.13 loss:0.002506 fps:525 +frame:1.24e+06 wall_t:2362 t:77500 epi:nan +opt_step:387360 lr:0.0003934 clip_eps:0.4 entropy:2.527 +2026-01-30 23:42:24 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:833.99 total_reward_ma:817.55 loss:-0.0003389 fps:525 +frame:1.25e+06 wall_t:2381 t:78125 epi:nan +opt_step:390560 lr:0.0003919 clip_eps:0.4 entropy:2.544 +2026-01-30 23:42:42 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:856.36 total_reward_ma:819.95 loss:-0.006235 fps:525.2 +frame:1.26e+06 wall_t:2399 t:78750 epi:nan +opt_step:393600 lr:0.0003905 clip_eps:0.4 entropy:2.813 +2026-01-30 23:43:01 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:856.36 total_reward_ma:821.88 loss:0.04365 fps:525.2 +frame:1.27e+06 wall_t:2418 t:79375 epi:nan +opt_step:396800 lr:0.0003891 clip_eps:0.4 entropy:2.453 +2026-01-30 23:43:21 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:858.07 total_reward_ma:823.60 loss:0.01397 fps:525 +frame:1.28e+06 wall_t:2438 t:80000 epi:nan +opt_step:400000 lr:0.0003876 clip_eps:0.4 entropy:2.677 +2026-01-30 23:43:39 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:883.65 total_reward_ma:824.78 loss:0.0391 fps:525 +frame:1.29e+06 wall_t:2457 t:80625 epi:nan +opt_step:403040 lr:0.0003862 clip_eps:0.4 entropy:1.591 +2026-01-30 23:43:58 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:883.65 total_reward_ma:825.09 loss:0.02615 fps:525 +frame:1.30e+06 wall_t:2476 t:81250 epi:nan +opt_step:406240 lr:0.0003848 clip_eps:0.4 entropy:2.125 +2026-01-30 23:44:17 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:903.43 total_reward_ma:825.22 loss:-0.01993 fps:525.1 +frame:1.31e+06 wall_t:2495 t:81875 epi:nan +opt_step:409280 lr:0.0003834 clip_eps:0.4 entropy:3.049 +2026-01-30 23:44:37 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:972.28 total_reward_ma:827.81 loss:-0.02186 fps:525.1 +frame:1.32e+06 wall_t:2514 t:82500 epi:nan +opt_step:412480 lr:0.0003819 clip_eps:0.4 entropy:3.144 +2026-01-30 23:44:55 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:977.48 total_reward_ma:831.71 loss:-0.01761 fps:525.1 +frame:1.33e+06 wall_t:2533 t:83125 epi:nan +opt_step:415520 lr:0.0003805 clip_eps:0.4 entropy:2.641 +2026-01-30 23:45:14 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:977.48 total_reward_ma:835.33 loss:0.01077 fps:525.1 +frame:1.34e+06 wall_t:2552 t:83750 epi:nan +opt_step:418720 lr:0.0003791 clip_eps:0.4 entropy:2.726 +2026-01-30 23:45:33 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.14 total_reward_ma:839.12 loss:-0.01614 fps:525.1 +frame:1.35e+06 wall_t:2571 t:84375 epi:nan +opt_step:421760 lr:0.0003777 clip_eps:0.4 entropy:2.907 +2026-01-30 23:45:52 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.14 total_reward_ma:842.69 loss:-0.02101 fps:525.1 +frame:1.36e+06 wall_t:2590 t:85000 epi:nan +opt_step:424960 lr:0.0003762 clip_eps:0.4 entropy:3.262 +2026-01-30 23:46:10 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:991.05 total_reward_ma:846.24 loss:-0.0006119 fps:525.3 +frame:1.37e+06 wall_t:2608 t:85625 epi:nan +opt_step:428000 lr:0.0003748 clip_eps:0.4 entropy:3.302 +2026-01-30 23:46:31 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.48 total_reward_ma:849.61 loss:-0.01381 fps:525.1 +frame:1.38e+06 wall_t:2628 t:86250 epi:nan +opt_step:431200 lr:0.0003734 clip_eps:0.4 entropy:3.056 +2026-01-30 23:46:49 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.48 total_reward_ma:852.39 loss:0.005319 fps:525.3 +frame:1.39e+06 wall_t:2646 t:86875 epi:nan +opt_step:434240 lr:0.000372 clip_eps:0.4 entropy:2.661 +2026-01-30 23:47:08 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.48 total_reward_ma:854.75 loss:0.05478 fps:525.1 +frame:1.40e+06 wall_t:2666 t:87500 epi:nan +opt_step:437440 lr:0.0003705 clip_eps:0.4 entropy:2.712 +2026-01-30 23:47:27 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.48 total_reward_ma:856.09 loss:0.0269 fps:525.3 +frame:1.41e+06 wall_t:2684 t:88125 epi:nan +opt_step:440480 lr:0.0003691 clip_eps:0.4 entropy:2.149 +2026-01-30 23:47:46 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.48 total_reward_ma:856.65 loss:0.01323 fps:525.1 +frame:1.42e+06 wall_t:2704 t:88750 epi:nan +opt_step:443680 lr:0.0003677 clip_eps:0.4 entropy:2.445 +2026-01-30 23:48:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.48 total_reward_ma:856.97 loss:0.01057 fps:525.3 +frame:1.43e+06 wall_t:2722 t:89375 epi:nan +opt_step:446720 lr:0.0003663 clip_eps:0.4 entropy:2.177 +2026-01-30 23:48:23 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.48 total_reward_ma:857.29 loss:0.00842 fps:525.4 +frame:1.44e+06 wall_t:2741 t:90000 epi:nan +opt_step:449920 lr:0.0003648 clip_eps:0.4 entropy:2.463 +2026-01-30 23:48:43 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.48 total_reward_ma:857.51 loss:-0.02339 fps:525.2 +frame:1.45e+06 wall_t:2761 t:90625 epi:nan +opt_step:453120 lr:0.0003634 clip_eps:0.4 entropy:2.991 +2026-01-30 23:49:01 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.48 total_reward_ma:857.82 loss:-0.01548 fps:525.4 +frame:1.46e+06 wall_t:2779 t:91250 epi:nan +opt_step:456160 lr:0.000362 clip_eps:0.4 entropy:3.1 +2026-01-30 23:49:21 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.48 total_reward_ma:858.22 loss:-0.003867 fps:525.4 +frame:1.47e+06 wall_t:2798 t:91875 epi:nan +opt_step:459360 lr:0.0003605 clip_eps:0.4 entropy:2.821 +2026-01-30 23:49:40 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:858.75 loss:0.006483 fps:525.4 +frame:1.48e+06 wall_t:2817 t:92500 epi:nan +opt_step:462400 lr:0.0003591 clip_eps:0.4 entropy:2.908 +2026-01-30 23:49:59 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.05 total_reward_ma:859.19 loss:-0.01814 fps:525.2 +frame:1.49e+06 wall_t:2837 t:93125 epi:nan +opt_step:465600 lr:0.0003577 clip_eps:0.4 entropy:3.33 +2026-01-30 23:50:17 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:965.63 total_reward_ma:859.22 loss:-0.02687 fps:525.4 +frame:1.50e+06 wall_t:2855 t:93750 epi:nan +opt_step:468640 lr:0.0003563 clip_eps:0.4 entropy:2.749 +2026-01-30 23:50:37 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:965.63 total_reward_ma:859.24 loss:-0.001208 fps:525.4 +frame:1.51e+06 wall_t:2874 t:94375 epi:nan +opt_step:471840 lr:0.0003548 clip_eps:0.4 entropy:3.163 +2026-01-30 23:50:56 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:959.10 total_reward_ma:859.20 loss:0.07358 fps:525.2 +frame:1.52e+06 wall_t:2894 t:95000 epi:nan +opt_step:474880 lr:0.0003535 clip_eps:0.4 entropy:2.729 +2026-01-30 23:51:15 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:959.10 total_reward_ma:859.16 loss:0.003129 fps:525.2 +frame:1.53e+06 wall_t:2913 t:95625 epi:nan +opt_step:478080 lr:0.000352 clip_eps:0.4 entropy:3.304 +2026-01-30 23:51:33 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:954.18 total_reward_ma:859.22 loss:-0.01642 fps:525.4 +frame:1.54e+06 wall_t:2931 t:96250 epi:nan +opt_step:481120 lr:0.0003506 clip_eps:0.4 entropy:2.901 +2026-01-30 23:51:53 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:954.18 total_reward_ma:859.27 loss:0.01616 fps:525.2 +frame:1.55e+06 wall_t:2951 t:96875 epi:nan +opt_step:484320 lr:0.0003492 clip_eps:0.4 entropy:2.776 +2026-01-30 23:52:11 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:954.18 total_reward_ma:859.22 loss:0.00745 fps:525.4 +frame:1.56e+06 wall_t:2969 t:97500 epi:nan +opt_step:487360 lr:0.0003478 clip_eps:0.4 entropy:1.985 +2026-01-30 23:52:31 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:954.18 total_reward_ma:858.95 loss:0.01555 fps:525.4 +frame:1.57e+06 wall_t:2988 t:98125 epi:nan +opt_step:490560 lr:0.0003463 clip_eps:0.4 entropy:1.903 +2026-01-30 23:52:49 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:954.18 total_reward_ma:858.64 loss:0.006566 fps:525.4 +frame:1.58e+06 wall_t:3007 t:98750 epi:nan +opt_step:493600 lr:0.0003449 clip_eps:0.4 entropy:2.378 +2026-01-30 23:53:09 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:956.13 total_reward_ma:858.35 loss:0.003717 fps:525.3 +frame:1.59e+06 wall_t:3027 t:99375 epi:nan +opt_step:496800 lr:0.0003435 clip_eps:0.4 entropy:2.977 +2026-01-30 23:53:28 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:979.67 total_reward_ma:858.30 loss:-0.06084 fps:525.3 +frame:1.60e+06 wall_t:3046 t:100000 epi:nan +opt_step:500000 lr:0.000342 clip_eps:0.4 entropy:2.388 +2026-01-30 23:53:46 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:979.67 total_reward_ma:858.25 loss:0.05946 fps:525.5 +frame:1.61e+06 wall_t:3064 t:100625 epi:nan +opt_step:503040 lr:0.0003406 clip_eps:0.4 entropy:1.69 +2026-01-30 23:54:06 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:977.70 total_reward_ma:858.18 loss:0.02237 fps:525.3 +frame:1.62e+06 wall_t:3084 t:101250 epi:nan +opt_step:506240 lr:0.0003392 clip_eps:0.4 entropy:2.261 +2026-01-30 23:54:24 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:973.91 total_reward_ma:858.06 loss:0.01514 fps:525.5 +frame:1.63e+06 wall_t:3102 t:101875 epi:nan +opt_step:509280 lr:0.0003378 clip_eps:0.4 entropy:2.483 +2026-01-30 23:54:44 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:978.83 total_reward_ma:857.99 loss:0.01782 fps:525.5 +frame:1.64e+06 wall_t:3121 t:102500 epi:nan +opt_step:512480 lr:0.0003363 clip_eps:0.4 entropy:1.948 +2026-01-30 23:55:03 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:966.13 total_reward_ma:857.72 loss:0.01579 fps:525.5 +frame:1.65e+06 wall_t:3140 t:103125 epi:nan +opt_step:515520 lr:0.0003349 clip_eps:0.4 entropy:1.948 +2026-01-30 23:55:22 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:966.13 total_reward_ma:857.46 loss:0.02729 fps:525.3 +frame:1.66e+06 wall_t:3160 t:103750 epi:nan +opt_step:518720 lr:0.0003335 clip_eps:0.4 entropy:2.176 +2026-01-30 23:55:40 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:966.13 total_reward_ma:857.20 loss:0.02694 fps:525.5 +frame:1.67e+06 wall_t:3178 t:104375 epi:nan +opt_step:521760 lr:0.0003321 clip_eps:0.4 entropy:2.045 +2026-01-30 23:56:00 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:966.13 total_reward_ma:856.94 loss:0.01455 fps:525.3 +frame:1.68e+06 wall_t:3198 t:105000 epi:nan +opt_step:524960 lr:0.0003306 clip_eps:0.4 entropy:2.41 +2026-01-30 23:56:19 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:966.13 total_reward_ma:856.68 loss:0.02243 fps:525.5 +frame:1.69e+06 wall_t:3216 t:105625 epi:nan +opt_step:528000 lr:0.0003292 clip_eps:0.4 entropy:2.254 +2026-01-30 23:56:38 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:975.01 total_reward_ma:856.57 loss:0.0005764 fps:525.5 +frame:1.70e+06 wall_t:3235 t:106250 epi:nan +opt_step:531200 lr:0.0003278 clip_eps:0.4 entropy:2.528 +2026-01-30 23:56:56 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:970.61 total_reward_ma:857.02 loss:0.00393 fps:525.5 +frame:1.71e+06 wall_t:3254 t:106875 epi:nan +opt_step:534240 lr:0.0003264 clip_eps:0.4 entropy:2.406 +2026-01-30 23:57:16 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:981.17 total_reward_ma:857.67 loss:0.0392 fps:525.4 +frame:1.72e+06 wall_t:3274 t:107500 epi:nan +opt_step:537440 lr:0.0003249 clip_eps:0.4 entropy:1.368 +2026-01-30 23:57:34 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:981.17 total_reward_ma:858.26 loss:0.05916 fps:525.5 +frame:1.73e+06 wall_t:3292 t:108125 epi:nan +opt_step:540480 lr:0.0003235 clip_eps:0.4 entropy:2.09 +2026-01-30 23:57:53 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:981.17 total_reward_ma:858.84 loss:-0.002837 fps:525.5 +frame:1.74e+06 wall_t:3311 t:108750 epi:nan +opt_step:543680 lr:0.0003221 clip_eps:0.4 entropy:2.668 +2026-01-30 23:58:12 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:993.87 total_reward_ma:859.56 loss:0.03877 fps:525.5 +frame:1.75e+06 wall_t:3330 t:109375 epi:nan +opt_step:546720 lr:0.0003207 clip_eps:0.4 entropy:2.058 +2026-01-30 23:58:32 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:993.87 total_reward_ma:860.33 loss:0.009675 fps:525.4 +frame:1.76e+06 wall_t:3350 t:110000 epi:nan +opt_step:549920 lr:0.0003192 clip_eps:0.4 entropy:2.022 +2026-01-30 23:58:51 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:993.87 total_reward_ma:861.30 loss:0.02028 fps:525.4 +frame:1.77e+06 wall_t:3369 t:110625 epi:nan +opt_step:553120 lr:0.0003178 clip_eps:0.4 entropy:2.261 +2026-01-30 23:59:10 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:993.87 total_reward_ma:862.42 loss:-0.01242 fps:525.5 +frame:1.78e+06 wall_t:3387 t:111250 epi:nan +opt_step:556160 lr:0.0003164 clip_eps:0.4 entropy:2.518 +2026-01-30 23:59:30 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:993.87 total_reward_ma:863.61 loss:0.005216 fps:525.4 +frame:1.79e+06 wall_t:3407 t:111875 epi:nan +opt_step:559360 lr:0.0003149 clip_eps:0.4 entropy:2.27 +2026-01-30 23:59:48 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:993.87 total_reward_ma:864.24 loss:0.007851 fps:525.5 +frame:1.80e+06 wall_t:3425 t:112500 epi:nan +opt_step:562400 lr:0.0003135 clip_eps:0.4 entropy:2.588 +2026-01-31 00:00:07 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:865.01 loss:0.01407 fps:525.4 +frame:1.81e+06 wall_t:3445 t:113125 epi:nan +opt_step:565600 lr:0.0003121 clip_eps:0.4 entropy:3.017 +2026-01-31 00:00:26 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:865.83 loss:-0.006683 fps:525.4 +frame:1.82e+06 wall_t:3464 t:113750 epi:nan +opt_step:568640 lr:0.0003107 clip_eps:0.4 entropy:2.84 +2026-01-31 00:00:45 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:866.84 loss:-0.00112 fps:525.4 +frame:1.83e+06 wall_t:3483 t:114375 epi:nan +opt_step:571840 lr:0.0003092 clip_eps:0.4 entropy:3.058 +2026-01-31 00:01:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:868.05 loss:0.01099 fps:525.6 +frame:1.84e+06 wall_t:3501 t:115000 epi:nan +opt_step:574880 lr:0.0003079 clip_eps:0.4 entropy:2.258 +2026-01-31 00:01:23 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:869.84 loss:0.03482 fps:525.4 +frame:1.85e+06 wall_t:3521 t:115625 epi:nan +opt_step:578080 lr:0.0003064 clip_eps:0.4 entropy:1.991 +2026-01-31 00:01:42 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:871.67 loss:0.01875 fps:525.4 +frame:1.86e+06 wall_t:3540 t:116250 epi:nan +opt_step:581120 lr:0.000305 clip_eps:0.4 entropy:2.156 +2026-01-31 00:02:01 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:873.52 loss:0.0506 fps:525.4 +frame:1.87e+06 wall_t:3559 t:116875 epi:nan +opt_step:584320 lr:0.0003036 clip_eps:0.4 entropy:2.205 +2026-01-31 00:02:20 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:875.73 loss:0.02711 fps:525.6 +frame:1.88e+06 wall_t:3577 t:117500 epi:nan +opt_step:587360 lr:0.0003022 clip_eps:0.4 entropy:1.966 +2026-01-31 00:02:40 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:878.20 loss:0.02433 fps:525.4 +frame:1.89e+06 wall_t:3597 t:118125 epi:nan +opt_step:590560 lr:0.0003007 clip_eps:0.4 entropy:2.911 +2026-01-31 00:02:58 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:880.57 loss:0.02259 fps:525.6 +frame:1.90e+06 wall_t:3615 t:118750 epi:nan +opt_step:593600 lr:0.0002993 clip_eps:0.4 entropy:2.397 +2026-01-31 00:03:17 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:883.33 loss:0.01056 fps:525.4 +frame:1.91e+06 wall_t:3635 t:119375 epi:nan +opt_step:596800 lr:0.0002979 clip_eps:0.4 entropy:2.437 +2026-01-31 00:03:37 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.83 total_reward_ma:886.07 loss:-0.002363 fps:525.3 +frame:1.92e+06 wall_t:3655 t:120000 epi:nan +opt_step:600000 lr:0.0002964 clip_eps:0.4 entropy:2.327 +2026-01-31 00:03:55 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:976.86 total_reward_ma:888.23 loss:-0.00425 fps:525.5 +frame:1.93e+06 wall_t:3673 t:120625 epi:nan +opt_step:603040 lr:0.000295 clip_eps:0.4 entropy:2.714 +2026-01-31 00:04:15 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:976.86 total_reward_ma:890.32 loss:-0.01074 fps:525.5 +frame:1.94e+06 wall_t:3692 t:121250 epi:nan +opt_step:606240 lr:0.0002936 clip_eps:0.4 entropy:2.281 +2026-01-31 00:04:33 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:976.86 total_reward_ma:892.53 loss:0.06772 fps:525.5 +frame:1.95e+06 wall_t:3711 t:121875 epi:nan +opt_step:609280 lr:0.0002922 clip_eps:0.4 entropy:2.311 +2026-01-31 00:04:53 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:973.05 total_reward_ma:894.84 loss:-0.02511 fps:525.3 +frame:1.96e+06 wall_t:3731 t:122500 epi:nan +opt_step:612480 lr:0.0002907 clip_eps:0.4 entropy:2.759 +2026-01-31 00:05:11 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:962.38 total_reward_ma:896.98 loss:-0.01565 fps:525.5 +frame:1.97e+06 wall_t:3749 t:123125 epi:nan +opt_step:615520 lr:0.0002893 clip_eps:0.4 entropy:3.07 +2026-01-31 00:05:31 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:742.22 total_reward_ma:897.22 loss:-0.003492 fps:525.3 +frame:1.98e+06 wall_t:3769 t:123750 epi:nan +opt_step:618720 lr:0.0002879 clip_eps:0.4 entropy:2.391 +2026-01-31 00:05:50 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:674.70 total_reward_ma:896.47 loss:0.006202 fps:525.3 +frame:1.99e+06 wall_t:3788 t:124375 epi:nan +opt_step:621760 lr:0.0002865 clip_eps:0.4 entropy:3.107 +2026-01-31 00:06:09 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:667.25 total_reward_ma:895.51 loss:-0.01788 fps:525.3 +frame:2.00e+06 wall_t:3807 t:125000 epi:nan +opt_step:624960 lr:0.000285 clip_eps:0.4 entropy:2.379 +2026-01-31 00:06:27 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:667.25 total_reward_ma:895.41 loss:0.004681 fps:525.5 +frame:2.01e+06 wall_t:3825 t:125625 epi:nan +opt_step:628000 lr:0.0002836 clip_eps:0.4 entropy:2.544 +2026-01-31 00:06:47 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:667.25 total_reward_ma:894.97 loss:0.04019 fps:525.4 +frame:2.02e+06 wall_t:3845 t:126250 epi:nan +opt_step:631200 lr:0.0002822 clip_eps:0.4 entropy:2.617 +2026-01-31 00:07:06 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:681.73 total_reward_ma:894.60 loss:0.015 fps:525.5 +frame:2.03e+06 wall_t:3863 t:126875 epi:nan +opt_step:634240 lr:0.0002808 clip_eps:0.4 entropy:1.958 +2026-01-31 00:07:25 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:681.73 total_reward_ma:894.14 loss:0.003411 fps:525.4 +frame:2.04e+06 wall_t:3883 t:127500 epi:nan +opt_step:637440 lr:0.0002793 clip_eps:0.4 entropy:1.129 +2026-01-31 00:07:43 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:714.10 total_reward_ma:894.18 loss:-0.00734 fps:525.5 +frame:2.05e+06 wall_t:3901 t:128125 epi:nan +opt_step:640480 lr:0.0002779 clip_eps:0.4 entropy:2.363 +2026-01-31 00:08:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:752.66 total_reward_ma:895.69 loss:-0.0302 fps:525.4 +frame:2.06e+06 wall_t:3921 t:128750 epi:nan +opt_step:643680 lr:0.0002765 clip_eps:0.4 entropy:2.387 +2026-01-31 00:08:21 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:824.73 total_reward_ma:897.41 loss:-0.01181 fps:525.5 +frame:2.07e+06 wall_t:3939 t:129375 epi:nan +opt_step:646720 lr:0.0002751 clip_eps:0.4 entropy:2.572 +2026-01-31 00:08:41 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:962.13 total_reward_ma:900.27 loss:0.01051 fps:525.5 +frame:2.08e+06 wall_t:3958 t:130000 epi:nan +opt_step:649920 lr:0.0002736 clip_eps:0.4 entropy:3.08 +2026-01-31 00:09:01 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:965.84 total_reward_ma:903.02 loss:0.02105 fps:525.4 +frame:2.09e+06 wall_t:3978 t:130625 epi:nan +opt_step:653120 lr:0.0002722 clip_eps:0.4 entropy:3.127 +2026-01-31 00:09:19 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:986.48 total_reward_ma:906.15 loss:-0.03159 fps:525.4 +frame:2.10e+06 wall_t:3997 t:131250 epi:nan +opt_step:656160 lr:0.0002708 clip_eps:0.4 entropy:2.793 +2026-01-31 00:09:38 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:986.48 total_reward_ma:909.34 loss:-0.007912 fps:525.4 +frame:2.11e+06 wall_t:4016 t:131875 epi:nan +opt_step:659360 lr:0.0002693 clip_eps:0.4 entropy:3.305 +2026-01-31 00:09:57 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:986.48 total_reward_ma:912.42 loss:0.0006826 fps:525.4 +frame:2.12e+06 wall_t:4035 t:132500 epi:nan +opt_step:662400 lr:0.0002679 clip_eps:0.4 entropy:2.881 +2026-01-31 00:10:17 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.33 total_reward_ma:914.92 loss:-0.007865 fps:525.4 +frame:2.13e+06 wall_t:4054 t:133125 epi:nan +opt_step:665600 lr:0.0002665 clip_eps:0.4 entropy:2.992 +2026-01-31 00:10:35 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.33 total_reward_ma:918.28 loss:0.01647 fps:525.5 +frame:2.14e+06 wall_t:4072 t:133750 epi:nan +opt_step:668640 lr:0.0002651 clip_eps:0.4 entropy:3.349 +2026-01-31 00:10:54 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.33 total_reward_ma:922.09 loss:0.007318 fps:525.4 +frame:2.15e+06 wall_t:4092 t:134375 epi:nan +opt_step:671840 lr:0.0002636 clip_eps:0.4 entropy:2.957 +2026-01-31 00:11:13 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.33 total_reward_ma:925.80 loss:-0.002677 fps:525.4 +frame:2.16e+06 wall_t:4111 t:135000 epi:nan +opt_step:674880 lr:0.0002623 clip_eps:0.4 entropy:2.581 +2026-01-31 00:11:32 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.33 total_reward_ma:929.39 loss:0.005551 fps:525.4 +frame:2.17e+06 wall_t:4130 t:135625 epi:nan +opt_step:678080 lr:0.0002608 clip_eps:0.4 entropy:2.148 +2026-01-31 00:11:51 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.33 total_reward_ma:932.75 loss:0.04447 fps:525.6 +frame:2.18e+06 wall_t:4148 t:136250 epi:nan +opt_step:681120 lr:0.0002594 clip_eps:0.4 entropy:2.691 +2026-01-31 00:12:10 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:991.65 total_reward_ma:935.88 loss:0.04715 fps:525.4 +frame:2.19e+06 wall_t:4168 t:136875 epi:nan +opt_step:684320 lr:0.000258 clip_eps:0.4 entropy:2.527 +2026-01-31 00:12:29 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:987.18 total_reward_ma:938.66 loss:-0.0001356 fps:525.4 +frame:2.20e+06 wall_t:4187 t:137500 epi:nan +opt_step:687360 lr:0.0002566 clip_eps:0.4 entropy:3.32 +2026-01-31 00:12:48 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.11 total_reward_ma:940.84 loss:-0.004006 fps:525.4 +frame:2.21e+06 wall_t:4206 t:138125 epi:nan +opt_step:690560 lr:0.0002551 clip_eps:0.4 entropy:3.342 +2026-01-31 00:13:07 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.11 total_reward_ma:942.61 loss:-0.0008751 fps:525.6 +frame:2.22e+06 wall_t:4224 t:138750 epi:nan +opt_step:693600 lr:0.0002537 clip_eps:0.4 entropy:2.946 +2026-01-31 00:13:27 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:986.26 total_reward_ma:944.48 loss:0.03902 fps:525.4 +frame:2.23e+06 wall_t:4244 t:139375 epi:nan +opt_step:696800 lr:0.0002523 clip_eps:0.4 entropy:2.701 +2026-01-31 00:13:46 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.80 total_reward_ma:945.93 loss:-0.00629 fps:525.5 +frame:2.24e+06 wall_t:4263 t:140000 epi:nan +opt_step:700000 lr:0.0002508 clip_eps:0.4 entropy:2.667 +2026-01-31 00:14:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.80 total_reward_ma:947.45 loss:0.01592 fps:525.5 +frame:2.25e+06 wall_t:4282 t:140625 epi:nan +opt_step:703040 lr:0.0002494 clip_eps:0.4 entropy:2.683 +2026-01-31 00:14:24 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.80 total_reward_ma:948.75 loss:0.05938 fps:525.3 +frame:2.26e+06 wall_t:4302 t:141250 epi:nan +opt_step:706240 lr:0.000248 clip_eps:0.4 entropy:2.61 +2026-01-31 00:14:42 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.80 total_reward_ma:950.04 loss:0.03199 fps:525.5 +frame:2.27e+06 wall_t:4320 t:141875 epi:nan +opt_step:709280 lr:0.0002466 clip_eps:0.4 entropy:2.126 +2026-01-31 00:15:02 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:985.80 total_reward_ma:951.32 loss:-0.01182 fps:525.5 +frame:2.28e+06 wall_t:4339 t:142500 epi:nan +opt_step:712480 lr:0.0002451 clip_eps:0.4 entropy:2.412 +2026-01-31 00:15:21 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:970.12 total_reward_ma:952.18 loss:0.07771 fps:525.5 +frame:2.29e+06 wall_t:4358 t:143125 epi:nan +opt_step:715520 lr:0.0002437 clip_eps:0.4 entropy:1.759 +2026-01-31 00:15:40 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:974.59 total_reward_ma:953.09 loss:0.0641 fps:525.4 +frame:2.30e+06 wall_t:4378 t:143750 epi:nan +opt_step:718720 lr:0.0002423 clip_eps:0.4 entropy:2.069 +2026-01-31 00:15:58 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:983.86 total_reward_ma:953.90 loss:0.08553 fps:525.5 +frame:2.31e+06 wall_t:4396 t:144375 epi:nan +opt_step:721760 lr:0.0002409 clip_eps:0.4 entropy:1.88 +2026-01-31 00:16:18 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:983.86 total_reward_ma:954.01 loss:0.04239 fps:525.4 +frame:2.32e+06 wall_t:4416 t:145000 epi:nan +opt_step:724960 lr:0.0002394 clip_eps:0.4 entropy:1.642 +2026-01-31 00:16:37 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:983.86 total_reward_ma:954.08 loss:0.04649 fps:525.4 +frame:2.33e+06 wall_t:4435 t:145625 epi:nan +opt_step:728000 lr:0.000238 clip_eps:0.4 entropy:1.885 +2026-01-31 00:16:56 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.32 total_reward_ma:954.15 loss:0.02115 fps:525.4 +frame:2.34e+06 wall_t:4454 t:146250 epi:nan +opt_step:731200 lr:0.0002366 clip_eps:0.4 entropy:2.091 +2026-01-31 00:17:15 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.32 total_reward_ma:954.15 loss:0.01508 fps:525.5 +frame:2.35e+06 wall_t:4472 t:146875 epi:nan +opt_step:734240 lr:0.0002352 clip_eps:0.4 entropy:2.062 +2026-01-31 00:17:35 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.32 total_reward_ma:954.15 loss:0.01126 fps:525.4 +frame:2.36e+06 wall_t:4492 t:147500 epi:nan +opt_step:737440 lr:0.0002337 clip_eps:0.4 entropy:2.632 +2026-01-31 00:17:53 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.32 total_reward_ma:954.08 loss:0.01027 fps:525.4 +frame:2.37e+06 wall_t:4511 t:148125 epi:nan +opt_step:740480 lr:0.0002323 clip_eps:0.4 entropy:2.361 +2026-01-31 00:18:13 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.32 total_reward_ma:954.08 loss:-0.003066 fps:525.4 +frame:2.38e+06 wall_t:4530 t:148750 epi:nan +opt_step:743680 lr:0.0002309 clip_eps:0.4 entropy:2.173 +2026-01-31 00:18:31 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:993.65 total_reward_ma:954.17 loss:0.002058 fps:525.4 +frame:2.39e+06 wall_t:4549 t:149375 epi:nan +opt_step:746720 lr:0.0002295 clip_eps:0.4 entropy:2.581 +2026-01-31 00:18:51 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:954.33 loss:-0.01492 fps:525.3 +frame:2.40e+06 wall_t:4569 t:150000 epi:nan +opt_step:749920 lr:0.000228 clip_eps:0.4 entropy:2.514 +2026-01-31 00:19:10 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:954.48 loss:-0.008146 fps:525.3 +frame:2.41e+06 wall_t:4588 t:150625 epi:nan +opt_step:753120 lr:0.0002266 clip_eps:0.4 entropy:2.699 +2026-01-31 00:19:29 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:954.64 loss:-0.005206 fps:525.4 +frame:2.42e+06 wall_t:4606 t:151250 epi:nan +opt_step:756160 lr:0.0002252 clip_eps:0.4 entropy:3.047 +2026-01-31 00:19:48 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:995.77 total_reward_ma:954.75 loss:-0.007647 fps:525.3 +frame:2.43e+06 wall_t:4626 t:151875 epi:nan +opt_step:759360 lr:0.0002237 clip_eps:0.4 entropy:3.419 +2026-01-31 00:20:06 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:979.57 total_reward_ma:954.70 loss:0.01046 fps:525.4 +frame:2.44e+06 wall_t:4644 t:152500 epi:nan +opt_step:762400 lr:0.0002223 clip_eps:0.4 entropy:2.96 +2026-01-31 00:20:26 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:979.57 total_reward_ma:954.65 loss:0.03995 fps:525.4 +frame:2.45e+06 wall_t:4663 t:153125 epi:nan +opt_step:765600 lr:0.0002209 clip_eps:0.4 entropy:2.973 +2026-01-31 00:20:45 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:972.29 total_reward_ma:954.53 loss:0.02685 fps:525.4 +frame:2.46e+06 wall_t:4682 t:153750 epi:nan +opt_step:768640 lr:0.0002195 clip_eps:0.4 entropy:2.914 +2026-01-31 00:21:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:972.29 total_reward_ma:954.41 loss:-0.003356 fps:525.3 +frame:2.47e+06 wall_t:4702 t:154375 epi:nan +opt_step:771840 lr:0.000218 clip_eps:0.4 entropy:2.808 +2026-01-31 00:21:23 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:966.31 total_reward_ma:954.07 loss:0.01183 fps:525.4 +frame:2.48e+06 wall_t:4720 t:155000 epi:nan +opt_step:774880 lr:0.0002167 clip_eps:0.4 entropy:2.787 +2026-01-31 00:21:42 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:966.31 total_reward_ma:953.75 loss:0.1007 fps:525.3 +frame:2.49e+06 wall_t:4740 t:155625 epi:nan +opt_step:778080 lr:0.0002152 clip_eps:0.4 entropy:1.852 +2026-01-31 00:22:01 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:966.31 total_reward_ma:953.76 loss:0.05409 fps:525.3 +frame:2.50e+06 wall_t:4759 t:156250 epi:nan +opt_step:781120 lr:0.0002138 clip_eps:0.4 entropy:1.826 +2026-01-31 00:22:20 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:966.31 total_reward_ma:953.77 loss:0.01221 fps:525.3 +frame:2.51e+06 wall_t:4778 t:156875 epi:nan +opt_step:784320 lr:0.0002124 clip_eps:0.4 entropy:2.083 +2026-01-31 00:22:39 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:966.31 total_reward_ma:953.84 loss:-0.01032 fps:525.4 +frame:2.52e+06 wall_t:4796 t:157500 epi:nan +opt_step:787360 lr:0.000211 clip_eps:0.4 entropy:1.655 +2026-01-31 00:22:59 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:970.54 total_reward_ma:953.95 loss:0.01433 fps:525.3 +frame:2.53e+06 wall_t:4816 t:158125 epi:nan +opt_step:790560 lr:0.0002095 clip_eps:0.4 entropy:1.801 +2026-01-31 00:23:17 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:986.74 total_reward_ma:954.28 loss:-0.01273 fps:525.4 +frame:2.54e+06 wall_t:4834 t:158750 epi:nan +opt_step:793600 lr:0.0002081 clip_eps:0.4 entropy:2.54 +2026-01-31 00:23:36 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:986.74 total_reward_ma:954.61 loss:0.02868 fps:525.3 +frame:2.55e+06 wall_t:4854 t:159375 epi:nan +opt_step:796800 lr:0.0002067 clip_eps:0.4 entropy:2.18 +2026-01-31 00:23:56 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:955.00 loss:-0.005859 fps:525.3 +frame:2.56e+06 wall_t:4873 t:160000 epi:nan +opt_step:800000 lr:0.0002052 clip_eps:0.4 entropy:2.761 +2026-01-31 00:24:15 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:955.40 loss:-0.0001373 fps:525.3 +frame:2.57e+06 wall_t:4892 t:160625 epi:nan +opt_step:803040 lr:0.0002038 clip_eps:0.4 entropy:2.656 +2026-01-31 00:24:34 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:955.86 loss:-0.01419 fps:525.4 +frame:2.58e+06 wall_t:4911 t:161250 epi:nan +opt_step:806240 lr:0.0002024 clip_eps:0.4 entropy:2.764 +2026-01-31 00:24:52 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:956.30 loss:-0.01178 fps:525.4 +frame:2.59e+06 wall_t:4930 t:161875 epi:nan +opt_step:809280 lr:0.000201 clip_eps:0.4 entropy:2.405 +2026-01-31 00:25:12 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:956.50 loss:0.01511 fps:525.3 +frame:2.60e+06 wall_t:4950 t:162500 epi:nan +opt_step:812480 lr:0.0001995 clip_eps:0.4 entropy:2.624 +2026-01-31 00:25:30 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:956.71 loss:-0.009862 fps:525.4 +frame:2.61e+06 wall_t:4968 t:163125 epi:nan +opt_step:815520 lr:0.0001981 clip_eps:0.4 entropy:2.839 +2026-01-31 00:25:50 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:956.93 loss:-0.01138 fps:525.4 +frame:2.62e+06 wall_t:4987 t:163750 epi:nan +opt_step:818720 lr:0.0001967 clip_eps:0.4 entropy:3.339 +2026-01-31 00:26:09 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:991.85 total_reward_ma:957.11 loss:-0.01369 fps:525.3 +frame:2.63e+06 wall_t:5007 t:164375 epi:nan +opt_step:821760 lr:0.0001953 clip_eps:0.4 entropy:3.023 +2026-01-31 00:26:28 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:950.74 total_reward_ma:956.83 loss:0.001935 fps:525.3 +frame:2.64e+06 wall_t:5026 t:165000 epi:nan +opt_step:824960 lr:0.0001938 clip_eps:0.4 entropy:2.741 +2026-01-31 00:26:47 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:942.31 total_reward_ma:956.59 loss:-0.04199 fps:525.4 +frame:2.65e+06 wall_t:5044 t:165625 epi:nan +opt_step:828000 lr:0.0001924 clip_eps:0.4 entropy:3.007 +2026-01-31 00:27:06 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:942.31 total_reward_ma:956.35 loss:0.01461 fps:525.3 +frame:2.66e+06 wall_t:5064 t:166250 epi:nan +opt_step:831200 lr:0.000191 clip_eps:0.4 entropy:2.703 +2026-01-31 00:27:25 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:933.36 total_reward_ma:956.02 loss:0.01859 fps:525.3 +frame:2.67e+06 wall_t:5083 t:166875 epi:nan +opt_step:834240 lr:0.0001896 clip_eps:0.4 entropy:2.861 +2026-01-31 00:27:44 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:917.77 total_reward_ma:955.54 loss:0.009672 fps:525.3 +frame:2.68e+06 wall_t:5102 t:167500 epi:nan +opt_step:837440 lr:0.0001881 clip_eps:0.4 entropy:2.917 +2026-01-31 00:28:03 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:917.77 total_reward_ma:955.06 loss:0.02037 fps:525.4 +frame:2.69e+06 wall_t:5120 t:168125 epi:nan +opt_step:840480 lr:0.0001867 clip_eps:0.4 entropy:2.976 +2026-01-31 00:28:23 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:917.77 total_reward_ma:954.48 loss:0.002688 fps:525.3 +frame:2.70e+06 wall_t:5140 t:168750 epi:nan +opt_step:843680 lr:0.0001853 clip_eps:0.4 entropy:3.173 +2026-01-31 00:28:41 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:887.65 total_reward_ma:953.65 loss:0.001164 fps:525.3 +frame:2.71e+06 wall_t:5159 t:169375 epi:nan +opt_step:846720 lr:0.0001839 clip_eps:0.4 entropy:3.165 +2026-01-31 00:29:00 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:892.99 total_reward_ma:952.77 loss:-0.006405 fps:525.3 +frame:2.72e+06 wall_t:5178 t:170000 epi:nan +opt_step:849920 lr:0.0001824 clip_eps:0.4 entropy:3.244 +2026-01-31 00:29:20 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:886.01 total_reward_ma:951.82 loss:-0.0004326 fps:525.2 +frame:2.73e+06 wall_t:5198 t:170625 epi:nan +opt_step:853120 lr:0.000181 clip_eps:0.4 entropy:3.297 +2026-01-31 00:29:39 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:869.07 total_reward_ma:950.70 loss:-0.003791 fps:525.3 +frame:2.74e+06 wall_t:5216 t:171250 epi:nan +opt_step:856160 lr:0.0001796 clip_eps:0.4 entropy:3.176 +2026-01-31 00:29:58 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:823.80 total_reward_ma:949.00 loss:0.001717 fps:525.2 +frame:2.75e+06 wall_t:5236 t:171875 epi:nan +opt_step:859360 lr:0.0001781 clip_eps:0.4 entropy:3.299 +2026-01-31 00:30:16 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:823.80 total_reward_ma:947.30 loss:0.003909 fps:525.3 +frame:2.76e+06 wall_t:5254 t:172500 epi:nan +opt_step:862400 lr:0.0001767 clip_eps:0.4 entropy:3.318 +2026-01-31 00:30:36 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:820.96 total_reward_ma:945.57 loss:0.01158 fps:525.2 +frame:2.77e+06 wall_t:5274 t:173125 epi:nan +opt_step:865600 lr:0.0001753 clip_eps:0.4 entropy:3.419 +2026-01-31 00:30:55 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:808.54 total_reward_ma:943.72 loss:0.01155 fps:525.3 +frame:2.78e+06 wall_t:5292 t:173750 epi:nan +opt_step:868640 lr:0.0001739 clip_eps:0.4 entropy:3.064 +2026-01-31 00:31:14 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:831.87 total_reward_ma:942.10 loss:0.05861 fps:525.2 +frame:2.79e+06 wall_t:5312 t:174375 epi:nan +opt_step:871840 lr:0.0001724 clip_eps:0.4 entropy:2.986 +2026-01-31 00:31:33 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:845.15 total_reward_ma:940.61 loss:0.001319 fps:525.2 +frame:2.80e+06 wall_t:5331 t:175000 epi:nan +opt_step:874880 lr:0.0001711 clip_eps:0.4 entropy:2.832 +2026-01-31 00:31:52 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:852.49 total_reward_ma:939.13 loss:-0.01296 fps:525.2 +frame:2.81e+06 wall_t:5350 t:175625 epi:nan +opt_step:878080 lr:0.0001696 clip_eps:0.4 entropy:3.031 +2026-01-31 00:32:11 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:887.78 total_reward_ma:938.02 loss:0.005192 fps:525.3 +frame:2.82e+06 wall_t:5368 t:176250 epi:nan +opt_step:881120 lr:0.0001682 clip_eps:0.4 entropy:3.041 +2026-01-31 00:32:30 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:913.11 total_reward_ma:937.17 loss:-0.02341 fps:525.2 +frame:2.83e+06 wall_t:5388 t:176875 epi:nan +opt_step:884320 lr:0.0001668 clip_eps:0.4 entropy:3.313 +2026-01-31 00:32:49 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:923.21 total_reward_ma:936.41 loss:-0.01285 fps:525.2 +frame:2.84e+06 wall_t:5407 t:177500 epi:nan +opt_step:887360 lr:0.0001654 clip_eps:0.4 entropy:3.17 +2026-01-31 00:33:08 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:957.34 total_reward_ma:935.99 loss:0.005474 fps:525.2 +frame:2.85e+06 wall_t:5426 t:178125 epi:nan +opt_step:890560 lr:0.0001639 clip_eps:0.4 entropy:2.721 +2026-01-31 00:33:27 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:962.88 total_reward_ma:935.63 loss:0.01562 fps:525.3 +frame:2.86e+06 wall_t:5445 t:178750 epi:nan +opt_step:893600 lr:0.0001625 clip_eps:0.4 entropy:2.382 +2026-01-31 00:33:47 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:935.02 total_reward_ma:935.00 loss:0.02646 fps:525.2 +frame:2.87e+06 wall_t:5465 t:179375 epi:nan +opt_step:896800 lr:0.0001611 clip_eps:0.4 entropy:2.908 +2026-01-31 00:34:06 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:943.41 total_reward_ma:934.44 loss:0.0335 fps:525.2 +frame:2.88e+06 wall_t:5484 t:180000 epi:nan +opt_step:900000 lr:0.0001596 clip_eps:0.4 entropy:2.225 +2026-01-31 00:34:25 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:933.77 total_reward_ma:933.79 loss:0.0409 fps:525.3 +frame:2.89e+06 wall_t:5502 t:180625 epi:nan +opt_step:903040 lr:0.0001582 clip_eps:0.4 entropy:1.698 +2026-01-31 00:34:44 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:933.77 total_reward_ma:933.14 loss:0.09601 fps:525.2 +frame:2.90e+06 wall_t:5522 t:181250 epi:nan +opt_step:906240 lr:0.0001568 clip_eps:0.4 entropy:1.054 +2026-01-31 00:35:03 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:933.77 total_reward_ma:932.49 loss:0.03321 fps:525.3 +frame:2.91e+06 wall_t:5540 t:181875 epi:nan +opt_step:909280 lr:0.0001554 clip_eps:0.4 entropy:0.9379 +2026-01-31 00:35:22 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:935.59 total_reward_ma:931.86 loss:0.02369 fps:525.2 +frame:2.92e+06 wall_t:5560 t:182500 epi:nan +opt_step:912480 lr:0.0001539 clip_eps:0.4 entropy:2.168 +2026-01-31 00:35:41 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:937.52 total_reward_ma:931.47 loss:0.004021 fps:525.2 +frame:2.93e+06 wall_t:5579 t:183125 epi:nan +opt_step:915520 lr:0.0001525 clip_eps:0.4 entropy:2.18 +2026-01-31 00:36:01 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:941.87 total_reward_ma:931.12 loss:-0.0004108 fps:525.2 +frame:2.94e+06 wall_t:5598 t:183750 epi:nan +opt_step:918720 lr:0.0001511 clip_eps:0.4 entropy:1.927 +2026-01-31 00:36:19 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:951.17 total_reward_ma:930.86 loss:0.009135 fps:525.2 +frame:2.95e+06 wall_t:5617 t:184375 epi:nan +opt_step:921760 lr:0.0001497 clip_eps:0.4 entropy:1.922 +2026-01-31 00:36:38 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:951.17 total_reward_ma:930.64 loss:-0.002917 fps:525.2 +frame:2.96e+06 wall_t:5636 t:185000 epi:nan +opt_step:924960 lr:0.0001482 clip_eps:0.4 entropy:2.502 +2026-01-31 00:36:57 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.04 total_reward_ma:930.86 loss:-0.01167 fps:525.2 +frame:2.97e+06 wall_t:5655 t:185625 epi:nan +opt_step:928000 lr:0.0001468 clip_eps:0.4 entropy:2.466 +2026-01-31 00:37:16 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:968.73 total_reward_ma:933.12 loss:0.02306 fps:525.2 +frame:2.98e+06 wall_t:5674 t:186250 epi:nan +opt_step:931200 lr:0.0001454 clip_eps:0.4 entropy:2.866 +2026-01-31 00:37:35 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:909.75 total_reward_ma:935.47 loss:0.03882 fps:525.3 +frame:2.99e+06 wall_t:5692 t:186875 epi:nan +opt_step:934240 lr:0.000144 clip_eps:0.4 entropy:2.677 +2026-01-31 00:37:54 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:909.75 total_reward_ma:937.90 loss:0.03339 fps:525.2 +frame:3.00e+06 wall_t:5712 t:187500 epi:nan +opt_step:937440 lr:0.0001425 clip_eps:0.4 entropy:2.47 +2026-01-31 00:38:13 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:903.28 total_reward_ma:940.26 loss:1.102e-05 fps:525.2 +frame:3.01e+06 wall_t:5731 t:188125 epi:nan +opt_step:940480 lr:0.0001411 clip_eps:0.4 entropy:2.964 +2026-01-31 00:38:32 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:903.28 total_reward_ma:942.62 loss:0.04779 fps:525.2 +frame:3.02e+06 wall_t:5750 t:188750 epi:nan +opt_step:943680 lr:0.0001397 clip_eps:0.4 entropy:2.241 +2026-01-31 00:38:51 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:903.28 total_reward_ma:944.83 loss:0.05618 fps:525.3 +frame:3.03e+06 wall_t:5768 t:189375 epi:nan +opt_step:946720 lr:0.0001383 clip_eps:0.4 entropy:1.53 +2026-01-31 00:39:11 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:903.28 total_reward_ma:947.05 loss:0.06391 fps:525.2 +frame:3.04e+06 wall_t:5788 t:190000 epi:nan +opt_step:949920 lr:0.0001368 clip_eps:0.4 entropy:1.433 +2026-01-31 00:39:30 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:903.28 total_reward_ma:948.94 loss:0.05224 fps:525.2 +frame:3.05e+06 wall_t:5807 t:190625 epi:nan +opt_step:953120 lr:0.0001354 clip_eps:0.4 entropy:1.808 +2026-01-31 00:39:48 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:903.28 total_reward_ma:950.45 loss:0.03722 fps:525.2 +frame:3.06e+06 wall_t:5826 t:191250 epi:nan +opt_step:956160 lr:0.000134 clip_eps:0.4 entropy:2.023 +2026-01-31 00:40:08 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:927.90 total_reward_ma:951.48 loss:0.01328 fps:525.1 +frame:3.07e+06 wall_t:5846 t:191875 epi:nan +opt_step:959360 lr:0.0001325 clip_eps:0.4 entropy:1.568 +2026-01-31 00:40:26 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:949.51 total_reward_ma:951.35 loss:0.01703 fps:525.2 +frame:3.08e+06 wall_t:5864 t:192500 epi:nan +opt_step:962400 lr:0.0001311 clip_eps:0.4 entropy:2.062 +2026-01-31 00:40:46 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:993.53 total_reward_ma:951.63 loss:0.01646 fps:525.2 +frame:3.09e+06 wall_t:5883 t:193125 epi:nan +opt_step:965600 lr:0.0001297 clip_eps:0.4 entropy:1.599 +2026-01-31 00:41:05 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:993.53 total_reward_ma:951.70 loss:0.00581 fps:525.2 +frame:3.10e+06 wall_t:5902 t:193750 epi:nan +opt_step:968640 lr:0.0001283 clip_eps:0.4 entropy:2.117 +2026-01-31 00:41:24 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:951.83 loss:-0.009159 fps:525.2 +frame:3.11e+06 wall_t:5922 t:194375 epi:nan +opt_step:971840 lr:0.0001268 clip_eps:0.4 entropy:1.423 +2026-01-31 00:41:43 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:951.97 loss:-0.003063 fps:525.3 +frame:3.12e+06 wall_t:5940 t:195000 epi:nan +opt_step:974880 lr:0.0001255 clip_eps:0.4 entropy:2.246 +2026-01-31 00:42:02 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:952.13 loss:-0.00637 fps:525.2 +frame:3.13e+06 wall_t:5960 t:195625 epi:nan +opt_step:978080 lr:0.000124 clip_eps:0.4 entropy:2.436 +2026-01-31 00:42:21 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:952.28 loss:0.006308 fps:525.2 +frame:3.14e+06 wall_t:5979 t:196250 epi:nan +opt_step:981120 lr:0.0001226 clip_eps:0.4 entropy:1.965 +2026-01-31 00:42:40 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.14 total_reward_ma:952.42 loss:0.007161 fps:525.2 +frame:3.15e+06 wall_t:5998 t:196875 epi:nan +opt_step:984320 lr:0.0001212 clip_eps:0.4 entropy:2.634 +2026-01-31 00:42:59 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.14 total_reward_ma:952.56 loss:0.009985 fps:525.3 +frame:3.16e+06 wall_t:6016 t:197500 epi:nan +opt_step:987360 lr:0.0001198 clip_eps:0.4 entropy:2.332 +2026-01-31 00:43:19 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.14 total_reward_ma:952.70 loss:0.06348 fps:525.2 +frame:3.17e+06 wall_t:6036 t:198125 epi:nan +opt_step:990560 lr:0.0001183 clip_eps:0.4 entropy:1.144 +2026-01-31 00:43:37 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.14 total_reward_ma:952.84 loss:0.06575 fps:525.2 +frame:3.18e+06 wall_t:6055 t:198750 epi:nan +opt_step:993600 lr:0.0001169 clip_eps:0.4 entropy:1.394 +2026-01-31 00:43:56 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.14 total_reward_ma:952.90 loss:0.04216 fps:525.2 +frame:3.19e+06 wall_t:6074 t:199375 epi:nan +opt_step:996800 lr:0.0001155 clip_eps:0.4 entropy:1.975 +2026-01-31 00:44:16 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.14 total_reward_ma:953.01 loss:0.01955 fps:525.1 +frame:3.20e+06 wall_t:6094 t:200000 epi:nan +opt_step:1e+06 lr:0.000114 clip_eps:0.4 entropy:1.064 +2026-01-31 00:44:35 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.14 total_reward_ma:953.15 loss:0.007083 fps:525.2 +frame:3.21e+06 wall_t:6112 t:200625 epi:nan +opt_step:1.00304e+06 lr:0.0001126 clip_eps:0.4 entropy:1.73 +2026-01-31 00:44:54 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.14 total_reward_ma:953.29 loss:-0.008283 fps:525.1 +frame:3.22e+06 wall_t:6132 t:201250 epi:nan +opt_step:1.00624e+06 lr:0.0001112 clip_eps:0.4 entropy:2.333 +2026-01-31 00:45:12 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.14 total_reward_ma:953.41 loss:-0.0008428 fps:525.2 +frame:3.23e+06 wall_t:6150 t:201875 epi:nan +opt_step:1.00928e+06 lr:0.0001098 clip_eps:0.4 entropy:2.369 +2026-01-31 00:45:33 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.14 total_reward_ma:953.53 loss:-0.01886 fps:525.1 +frame:3.24e+06 wall_t:6170 t:202500 epi:nan +opt_step:1.01248e+06 lr:0.0001083 clip_eps:0.4 entropy:2.238 +2026-01-31 00:45:50 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:953.67 loss:-0.01424 fps:525.2 +frame:3.25e+06 wall_t:6188 t:203125 epi:nan +opt_step:1.01552e+06 lr:0.0001069 clip_eps:0.4 entropy:2.111 +2026-01-31 00:46:10 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:953.82 loss:-0.01465 fps:525.2 +frame:3.26e+06 wall_t:6207 t:203750 epi:nan +opt_step:1.01872e+06 lr:0.0001055 clip_eps:0.4 entropy:1.896 +2026-01-31 00:46:29 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:953.96 loss:-0.02282 fps:525.2 +frame:3.27e+06 wall_t:6226 t:204375 epi:nan +opt_step:1.02176e+06 lr:0.0001041 clip_eps:0.4 entropy:2.265 +2026-01-31 00:46:48 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:954.10 loss:-0.01578 fps:525.1 +frame:3.28e+06 wall_t:6246 t:205000 epi:nan +opt_step:1.02496e+06 lr:0.0001026 clip_eps:0.4 entropy:1.71 +2026-01-31 00:47:07 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:954.40 loss:-0.013 fps:525.2 +frame:3.29e+06 wall_t:6264 t:205625 epi:nan +opt_step:1.028e+06 lr:0.0001012 clip_eps:0.4 entropy:1.174 +2026-01-31 00:47:26 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:954.65 loss:-0.004567 fps:525.1 +frame:3.30e+06 wall_t:6284 t:206250 epi:nan +opt_step:1.0312e+06 lr:9.977e-05 clip_eps:0.4 entropy:1.148 +2026-01-31 00:47:45 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:954.81 loss:-0.02488 fps:525.1 +frame:3.31e+06 wall_t:6303 t:206875 epi:nan +opt_step:1.03424e+06 lr:9.839e-05 clip_eps:0.4 entropy:1.594 +2026-01-31 00:48:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:954.98 loss:4.102e-05 fps:525.2 +frame:3.32e+06 wall_t:6322 t:207500 epi:nan +opt_step:1.03744e+06 lr:9.693e-05 clip_eps:0.4 entropy:1.158 +2026-01-31 00:48:23 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:955.14 loss:-0.01852 fps:525.2 +frame:3.33e+06 wall_t:6340 t:208125 epi:nan +opt_step:1.04048e+06 lr:9.554e-05 clip_eps:0.4 entropy:1.556 +2026-01-31 00:48:43 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:955.29 loss:-0.02694 fps:525.2 +frame:3.34e+06 wall_t:6360 t:208750 epi:nan +opt_step:1.04368e+06 lr:9.408e-05 clip_eps:0.4 entropy:2.114 +2026-01-31 00:49:01 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:955.45 loss:-0.02118 fps:525.2 +frame:3.35e+06 wall_t:6379 t:209375 epi:nan +opt_step:1.04672e+06 lr:9.27e-05 clip_eps:0.4 entropy:1.472 +2026-01-31 00:49:20 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:955.61 loss:-0.008078 fps:525.2 +frame:3.36e+06 wall_t:6398 t:210000 epi:nan +opt_step:1.04992e+06 lr:9.124e-05 clip_eps:0.4 entropy:2.036 +2026-01-31 00:49:40 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.77 total_reward_ma:955.71 loss:0.007317 fps:525.1 +frame:3.37e+06 wall_t:6418 t:210625 epi:nan +opt_step:1.05312e+06 lr:8.978e-05 clip_eps:0.4 entropy:1.847 +2026-01-31 00:49:59 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:989.84 total_reward_ma:955.77 loss:0.001936 fps:525.2 +frame:3.38e+06 wall_t:6436 t:211250 epi:nan +opt_step:1.05616e+06 lr:8.839e-05 clip_eps:0.4 entropy:2.103 +2026-01-31 00:50:18 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:984.98 total_reward_ma:955.68 loss:0.003494 fps:525.2 +frame:3.39e+06 wall_t:6455 t:211875 epi:nan +opt_step:1.05936e+06 lr:8.693e-05 clip_eps:0.4 entropy:1.893 +2026-01-31 00:50:36 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:973.49 total_reward_ma:955.42 loss:0.000575 fps:525.2 +frame:3.40e+06 wall_t:6474 t:212500 epi:nan +opt_step:1.0624e+06 lr:8.555e-05 clip_eps:0.4 entropy:1.64 +2026-01-31 00:50:56 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:926.19 total_reward_ma:954.68 loss:0.00728 fps:525.1 +frame:3.41e+06 wall_t:6494 t:213125 epi:nan +opt_step:1.0656e+06 lr:8.409e-05 clip_eps:0.4 entropy:1.316 +2026-01-31 00:51:14 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:898.16 total_reward_ma:953.66 loss:0.01247 fps:525.2 +frame:3.42e+06 wall_t:6512 t:213750 epi:nan +opt_step:1.06864e+06 lr:8.27e-05 clip_eps:0.4 entropy:1.713 +2026-01-31 00:51:34 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:898.16 total_reward_ma:952.68 loss:0.02276 fps:525.2 +frame:3.43e+06 wall_t:6531 t:214375 epi:nan +opt_step:1.07184e+06 lr:8.124e-05 clip_eps:0.4 entropy:1.618 +2026-01-31 00:51:53 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:898.16 total_reward_ma:951.87 loss:0.008256 fps:525.2 +frame:3.44e+06 wall_t:6550 t:215000 epi:nan +opt_step:1.07488e+06 lr:7.985e-05 clip_eps:0.4 entropy:1.734 +2026-01-31 00:52:12 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:898.16 total_reward_ma:951.05 loss:0.021 fps:525.1 +frame:3.45e+06 wall_t:6570 t:215625 epi:nan +opt_step:1.07808e+06 lr:7.84e-05 clip_eps:0.4 entropy:0.8829 +2026-01-31 00:52:31 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:903.39 total_reward_ma:950.37 loss:0.05016 fps:525.2 +frame:3.46e+06 wall_t:6588 t:216250 epi:nan +opt_step:1.08112e+06 lr:7.701e-05 clip_eps:0.4 entropy:0.4399 +2026-01-31 00:52:50 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:908.32 total_reward_ma:949.73 loss:0.004087 fps:525.1 +frame:3.47e+06 wall_t:6608 t:216875 epi:nan +opt_step:1.08432e+06 lr:7.555e-05 clip_eps:0.4 entropy:0.6662 +2026-01-31 00:53:09 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:913.18 total_reward_ma:949.20 loss:0.04334 fps:525.2 +frame:3.48e+06 wall_t:6626 t:217500 epi:nan +opt_step:1.08736e+06 lr:7.416e-05 clip_eps:0.4 entropy:0.02593 +2026-01-31 00:53:28 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:924.67 total_reward_ma:948.78 loss:0.04572 fps:525.1 +frame:3.49e+06 wall_t:6646 t:218125 epi:nan +opt_step:1.09056e+06 lr:7.27e-05 clip_eps:0.4 entropy:0.2913 +2026-01-31 00:53:46 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:940.12 total_reward_ma:948.52 loss:0.01272 fps:525.2 +frame:3.50e+06 wall_t:6664 t:218750 epi:nan +opt_step:1.0936e+06 lr:7.132e-05 clip_eps:0.4 entropy:-0.3796 +2026-01-31 00:54:06 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:974.38 total_reward_ma:948.60 loss:0.008418 fps:525.1 +frame:3.51e+06 wall_t:6684 t:219375 epi:nan +opt_step:1.0968e+06 lr:6.986e-05 clip_eps:0.4 entropy:0.1918 +2026-01-31 00:54:25 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:948.93 loss:0.02088 fps:525.1 +frame:3.52e+06 wall_t:6703 t:220000 epi:nan +opt_step:1.1e+06 lr:6.84e-05 clip_eps:0.4 entropy:0.02461 +2026-01-31 00:54:44 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:949.23 loss:0.00577 fps:525.2 +frame:3.53e+06 wall_t:6721 t:220625 epi:nan +opt_step:1.10304e+06 lr:6.701e-05 clip_eps:0.4 entropy:0.08832 +2026-01-31 00:55:04 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:949.36 loss:-0.01806 fps:525.1 +frame:3.54e+06 wall_t:6741 t:221250 epi:nan +opt_step:1.10624e+06 lr:6.555e-05 clip_eps:0.4 entropy:0.175 +2026-01-31 00:55:22 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:949.49 loss:0.02618 fps:525.1 +frame:3.55e+06 wall_t:6760 t:221875 epi:nan +opt_step:1.10928e+06 lr:6.417e-05 clip_eps:0.4 entropy:0.3876 +2026-01-31 00:55:41 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:949.55 loss:0.02023 fps:525.2 +frame:3.56e+06 wall_t:6779 t:222500 epi:nan +opt_step:1.11248e+06 lr:6.271e-05 clip_eps:0.4 entropy:0.4841 +2026-01-31 00:56:00 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:949.55 loss:-0.007707 fps:525.2 +frame:3.57e+06 wall_t:6798 t:223125 epi:nan +opt_step:1.11552e+06 lr:6.132e-05 clip_eps:0.4 entropy:0.2187 +2026-01-31 00:56:20 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:949.49 loss:-0.01786 fps:525.1 +frame:3.58e+06 wall_t:6818 t:223750 epi:nan +opt_step:1.11872e+06 lr:5.986e-05 clip_eps:0.4 entropy:0.7903 +2026-01-31 00:56:38 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:949.43 loss:-0.00583 fps:525.2 +frame:3.59e+06 wall_t:6836 t:224375 epi:nan +opt_step:1.12176e+06 lr:5.848e-05 clip_eps:0.4 entropy:0.03418 +2026-01-31 00:56:57 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:949.37 loss:0.03618 fps:525.2 +frame:3.60e+06 wall_t:6855 t:225000 epi:nan +opt_step:1.12496e+06 lr:5.702e-05 clip_eps:0.4 entropy:-0.6209 +2026-01-31 00:57:16 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:949.32 loss:0.09275 fps:525.2 +frame:3.61e+06 wall_t:6874 t:225625 epi:nan +opt_step:1.128e+06 lr:5.563e-05 clip_eps:0.4 entropy:-0.2684 +2026-01-31 00:57:35 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:949.26 loss:0.02452 fps:525.2 +frame:3.62e+06 wall_t:6893 t:226250 epi:nan +opt_step:1.1312e+06 lr:5.417e-05 clip_eps:0.4 entropy:0.3347 +2026-01-31 00:57:54 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:949.28 loss:0.001384 fps:525.2 +frame:3.63e+06 wall_t:6912 t:226875 epi:nan +opt_step:1.13424e+06 lr:5.279e-05 clip_eps:0.4 entropy:-0.2222 +2026-01-31 00:58:14 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:949.71 loss:-0.004529 fps:525.2 +frame:3.64e+06 wall_t:6931 t:227500 epi:nan +opt_step:1.13744e+06 lr:5.133e-05 clip_eps:0.4 entropy:-0.2271 +2026-01-31 00:58:33 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:950.23 loss:0.004072 fps:525.2 +frame:3.65e+06 wall_t:6950 t:228125 epi:nan +opt_step:1.14048e+06 lr:4.994e-05 clip_eps:0.4 entropy:0.1837 +2026-01-31 00:58:52 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:994.02 total_reward_ma:950.74 loss:-0.009808 fps:525.2 +frame:3.66e+06 wall_t:6969 t:228750 epi:nan +opt_step:1.14368e+06 lr:4.848e-05 clip_eps:0.4 entropy:-0.3458 +2026-01-31 00:59:10 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:951.41 loss:0.01766 fps:525.2 +frame:3.67e+06 wall_t:6988 t:229375 epi:nan +opt_step:1.14672e+06 lr:4.71e-05 clip_eps:0.4 entropy:-0.1153 +2026-01-31 00:59:30 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:952.23 loss:-0.007048 fps:525.1 +frame:3.68e+06 wall_t:7008 t:230000 epi:nan +opt_step:1.14992e+06 lr:4.564e-05 clip_eps:0.4 entropy:0.867 +2026-01-31 00:59:49 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:998.33 total_reward_ma:953.04 loss:-0.02006 fps:525.1 +frame:3.69e+06 wall_t:7027 t:230625 epi:nan +opt_step:1.15312e+06 lr:4.418e-05 clip_eps:0.4 entropy:1.819 +2026-01-31 01:00:08 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:988.75 total_reward_ma:953.75 loss:0.005222 fps:525.2 +frame:3.70e+06 wall_t:7045 t:231250 epi:nan +opt_step:1.15616e+06 lr:4.279e-05 clip_eps:0.4 entropy:1.519 +2026-01-31 01:00:28 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:975.80 total_reward_ma:954.63 loss:-0.01009 fps:525.1 +frame:3.71e+06 wall_t:7065 t:231875 epi:nan +opt_step:1.15936e+06 lr:4.133e-05 clip_eps:0.4 entropy:0.7901 +2026-01-31 01:00:46 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:970.86 total_reward_ma:955.41 loss:0.01346 fps:525.1 +frame:3.72e+06 wall_t:7084 t:232500 epi:nan +opt_step:1.1624e+06 lr:3.995e-05 clip_eps:0.4 entropy:1.02 +2026-01-31 01:01:05 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:956.67 total_reward_ma:956.11 loss:0.02537 fps:525.1 +frame:3.73e+06 wall_t:7103 t:233125 epi:nan +opt_step:1.1656e+06 lr:3.849e-05 clip_eps:0.4 entropy:1.705 +2026-01-31 01:01:24 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:934.90 total_reward_ma:956.77 loss:0.0338 fps:525.1 +frame:3.74e+06 wall_t:7122 t:233750 epi:nan +opt_step:1.16864e+06 lr:3.71e-05 clip_eps:0.4 entropy:0.799 +2026-01-31 01:01:44 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:934.90 total_reward_ma:957.88 loss:0.01566 fps:525.1 +frame:3.75e+06 wall_t:7142 t:234375 epi:nan +opt_step:1.17184e+06 lr:3.564e-05 clip_eps:0.4 entropy:0.4566 +2026-01-31 01:02:02 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:934.90 total_reward_ma:958.99 loss:0.02085 fps:525.1 +frame:3.76e+06 wall_t:7160 t:235000 epi:nan +opt_step:1.17488e+06 lr:3.425e-05 clip_eps:0.4 entropy:1.035 +2026-01-31 01:02:22 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:934.90 total_reward_ma:960.13 loss:0.02596 fps:525.1 +frame:3.77e+06 wall_t:7179 t:235625 epi:nan +opt_step:1.17808e+06 lr:3.28e-05 clip_eps:0.4 entropy:0.06086 +2026-01-31 01:02:41 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:936.57 total_reward_ma:961.41 loss:0.03667 fps:525.1 +frame:3.78e+06 wall_t:7199 t:236250 epi:nan +opt_step:1.18112e+06 lr:3.141e-05 clip_eps:0.4 entropy:0.9504 +2026-01-31 01:03:00 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:943.93 total_reward_ma:962.54 loss:0.03829 fps:525.1 +frame:3.79e+06 wall_t:7218 t:236875 epi:nan +opt_step:1.18432e+06 lr:2.995e-05 clip_eps:0.4 entropy:0.176 +2026-01-31 01:03:18 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:951.52 total_reward_ma:963.60 loss:0.01651 fps:525.2 +frame:3.80e+06 wall_t:7236 t:237500 epi:nan +opt_step:1.18736e+06 lr:2.856e-05 clip_eps:0.4 entropy:-0.6738 +2026-01-31 01:03:38 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:964.04 total_reward_ma:964.71 loss:0.06046 fps:525.1 +frame:3.81e+06 wall_t:7256 t:238125 epi:nan +opt_step:1.19056e+06 lr:2.71e-05 clip_eps:0.4 entropy:-0.3413 +2026-01-31 01:03:57 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:964.04 total_reward_ma:965.48 loss:0.08307 fps:525.2 +frame:3.82e+06 wall_t:7274 t:238750 epi:nan +opt_step:1.1936e+06 lr:2.572e-05 clip_eps:0.4 entropy:-0.07764 +2026-01-31 01:04:16 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:978.23 total_reward_ma:966.13 loss:0.03572 fps:525.1 +frame:3.83e+06 wall_t:7294 t:239375 epi:nan +opt_step:1.1968e+06 lr:2.426e-05 clip_eps:0.4 entropy:0.01279 +2026-01-31 01:04:36 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:966.90 loss:0.009079 fps:525 +frame:3.84e+06 wall_t:7314 t:240000 epi:nan +opt_step:1.2e+06 lr:2.28e-05 clip_eps:0.4 entropy:0.03089 +2026-01-31 01:04:55 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:967.32 loss:0.0266 fps:525 +frame:3.85e+06 wall_t:7333 t:240625 epi:nan +opt_step:1.20304e+06 lr:2.141e-05 clip_eps:0.4 entropy:0.2353 +2026-01-31 01:05:14 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:967.69 loss:0.04092 fps:525 +frame:3.86e+06 wall_t:7352 t:241250 epi:nan +opt_step:1.20624e+06 lr:1.995e-05 clip_eps:0.4 entropy:-0.1701 +2026-01-31 01:05:32 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:968.34 loss:0.0001161 fps:525.1 +frame:3.87e+06 wall_t:7370 t:241875 epi:nan +opt_step:1.20928e+06 lr:1.857e-05 clip_eps:0.4 entropy:0.9341 +2026-01-31 01:05:53 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:968.91 loss:0.001979 fps:525 +frame:3.88e+06 wall_t:7390 t:242500 epi:nan +opt_step:1.21248e+06 lr:1.711e-05 clip_eps:0.4 entropy:0.4458 +2026-01-31 01:06:11 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:969.57 loss:0.006491 fps:525.1 +frame:3.89e+06 wall_t:7408 t:243125 epi:nan +opt_step:1.21552e+06 lr:1.572e-05 clip_eps:0.4 entropy:0.4447 +2026-01-31 01:06:30 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:970.23 loss:0.01161 fps:525 +frame:3.90e+06 wall_t:7428 t:243750 epi:nan +opt_step:1.21872e+06 lr:1.426e-05 clip_eps:0.4 entropy:0.4478 +2026-01-31 01:06:49 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:970.90 loss:-0.007433 fps:525 +frame:3.91e+06 wall_t:7447 t:244375 epi:nan +opt_step:1.22176e+06 lr:1.288e-05 clip_eps:0.4 entropy:0.1682 +2026-01-31 01:07:09 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:971.54 loss:0.002515 fps:525 +frame:3.92e+06 wall_t:7466 t:245000 epi:nan +opt_step:1.22496e+06 lr:1.142e-05 clip_eps:0.4 entropy:0.6308 +2026-01-31 01:07:27 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:972.17 loss:0.01304 fps:525.1 +frame:3.93e+06 wall_t:7485 t:245625 epi:nan +opt_step:1.228e+06 lr:1.003e-05 clip_eps:0.4 entropy:-0.06446 +2026-01-31 01:07:47 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:972.75 loss:0.001924 fps:525 +frame:3.94e+06 wall_t:7505 t:246250 epi:nan +opt_step:1.2312e+06 lr:8.573e-06 clip_eps:0.4 entropy:0.5289 +2026-01-31 01:08:07 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:973.23 loss:0.002899 fps:524.9 +frame:3.95e+06 wall_t:7525 t:246875 epi:nan +opt_step:1.23424e+06 lr:7.187e-06 clip_eps:0.4 entropy:0.6693 +2026-01-31 01:08:14 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:973.72 loss:-0.007853 fps:525.8 +frame:3.96e+06 wall_t:7532 t:247500 epi:nan +opt_step:1.23744e+06 lr:5.727e-06 clip_eps:0.4 entropy:0.1035 +2026-01-31 01:08:22 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:973.88 loss:-0.01348 fps:526.6 +frame:3.97e+06 wall_t:7539 t:248125 epi:nan +opt_step:1.24048e+06 lr:4.341e-06 clip_eps:0.4 entropy:-0.05934 +2026-01-31 01:08:30 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:974.20 loss:-0.00841 fps:527.3 +frame:3.98e+06 wall_t:7548 t:248750 epi:nan +opt_step:1.24368e+06 lr:2.882e-06 clip_eps:0.4 entropy:0.9602 +2026-01-31 01:08:37 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:975.10 loss:-0.004132 fps:528.1 +frame:3.99e+06 wall_t:7555 t:249375 epi:nan +opt_step:1.24672e+06 lr:1.496e-06 clip_eps:0.4 entropy:-0.08887 +2026-01-31 01:08:46 | INFO | PID:1570 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_inverted_pendulum_t0_s0 [train] +total_reward:1000.00 total_reward_ma:976.00 loss:-0.001966 fps:528.9 +frame:4.00e+06 wall_t:7563 t:250000 epi:nan +opt_step:1.24992e+06 lr:3.648e-08 clip_eps:0.4 entropy:0.3521 +2026-01-31 01:08:49 | INFO | PID:1570 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s1.log b/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..88c7aa7e4feef88ca56228b48b50cc406fe2e1da --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s1.log @@ -0,0 +1,1602 @@ +2026-01-30 23:02:41 | INFO | PID:1571 | slm_lab.env:_make_vector_env | Action rescaling: [-3.0, 3.0] → [-1, 1] +2026-01-30 23:03:04 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:45.99 total_reward_ma:45.99 loss:0.2106 fps:454.5 +frame:1.00e+04 wall_t:22 t:625 epi:nan +opt_step:3040 lr:0.0005686 clip_eps:0.4 entropy:-0.1833 +2026-01-30 23:03:22 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:55.29 total_reward_ma:50.64 loss:-0.01471 fps:487.8 +frame:2.00e+04 wall_t:41 t:1250 epi:nan +opt_step:6240 lr:0.0005672 clip_eps:0.4 entropy:1.398 +2026-01-30 23:03:40 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:97.39 total_reward_ma:66.22 loss:0.004907 fps:508.5 +frame:3.00e+04 wall_t:59 t:1875 epi:nan +opt_step:9280 lr:0.0005658 clip_eps:0.4 entropy:1.677 +2026-01-30 23:04:01 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:150.32 total_reward_ma:87.25 loss:0.001409 fps:506.3 +frame:4.00e+04 wall_t:79 t:2500 epi:nan +opt_step:12480 lr:0.0005643 clip_eps:0.4 entropy:1.502 +2026-01-30 23:04:19 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:163.39 total_reward_ma:102.48 loss:0.007517 fps:515.5 +frame:5.00e+04 wall_t:97 t:3125 epi:nan +opt_step:15520 lr:0.0005629 clip_eps:0.4 entropy:1.446 +2026-01-30 23:04:38 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:237.05 total_reward_ma:124.90 loss:-0.00103 fps:517.2 +frame:6.00e+04 wall_t:116 t:3750 epi:nan +opt_step:18720 lr:0.0005615 clip_eps:0.4 entropy:0.5173 +2026-01-30 23:04:56 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:286.51 total_reward_ma:147.99 loss:0.03952 fps:518.5 +frame:7.00e+04 wall_t:135 t:4375 epi:nan +opt_step:21760 lr:0.0005601 clip_eps:0.4 entropy:-0.2862 +2026-01-30 23:05:15 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:364.40 total_reward_ma:175.04 loss:-0.002292 fps:519.5 +frame:8.00e+04 wall_t:154 t:5000 epi:nan +opt_step:24960 lr:0.0005586 clip_eps:0.4 entropy:-0.4091 +2026-01-30 23:05:33 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:499.69 total_reward_ma:211.11 loss:-0.009642 fps:523.3 +frame:9.00e+04 wall_t:172 t:5625 epi:nan +opt_step:28000 lr:0.0005572 clip_eps:0.4 entropy:0.9123 +2026-01-30 23:05:53 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:534.86 total_reward_ma:243.49 loss:0.0747 fps:520.8 +frame:1.00e+05 wall_t:192 t:6250 epi:nan +opt_step:31200 lr:0.0005558 clip_eps:0.4 entropy:0.5572 +2026-01-30 23:06:11 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:663.00 total_reward_ma:281.63 loss:0.01082 fps:523.8 +frame:1.10e+05 wall_t:210 t:6875 epi:nan +opt_step:34240 lr:0.0005544 clip_eps:0.4 entropy:0.5765 +2026-01-30 23:06:30 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:743.94 total_reward_ma:320.15 loss:-6.138e-05 fps:524 +frame:1.20e+05 wall_t:229 t:7500 epi:nan +opt_step:37440 lr:0.0005529 clip_eps:0.4 entropy:0.2407 +2026-01-30 23:06:48 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:810.79 total_reward_ma:357.89 loss:0.01116 fps:526.3 +frame:1.30e+05 wall_t:247 t:8125 epi:nan +opt_step:40480 lr:0.0005515 clip_eps:0.4 entropy:-0.1389 +2026-01-30 23:07:08 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:872.15 total_reward_ma:394.63 loss:0.008664 fps:526.3 +frame:1.40e+05 wall_t:266 t:8750 epi:nan +opt_step:43680 lr:0.0005501 clip_eps:0.4 entropy:0.7439 +2026-01-30 23:07:26 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:760.79 total_reward_ma:419.04 loss:0.01979 fps:528.2 +frame:1.50e+05 wall_t:284 t:9375 epi:nan +opt_step:46720 lr:0.0005487 clip_eps:0.4 entropy:0.6331 +2026-01-30 23:07:45 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:760.79 total_reward_ma:440.40 loss:0.00431 fps:526.3 +frame:1.60e+05 wall_t:304 t:10000 epi:nan +opt_step:49920 lr:0.0005472 clip_eps:0.4 entropy:-0.8316 +2026-01-30 23:08:04 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:790.16 total_reward_ma:460.97 loss:-0.0003796 fps:526.3 +frame:1.70e+05 wall_t:323 t:10625 epi:nan +opt_step:53120 lr:0.0005458 clip_eps:0.4 entropy:-0.4226 +2026-01-30 23:08:22 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:782.24 total_reward_ma:478.82 loss:-0.0006364 fps:527.9 +frame:1.80e+05 wall_t:341 t:11250 epi:nan +opt_step:56160 lr:0.0005444 clip_eps:0.4 entropy:-1.053 +2026-01-30 23:08:41 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:777.09 total_reward_ma:494.52 loss:0.01459 fps:527.8 +frame:1.90e+05 wall_t:360 t:11875 epi:nan +opt_step:59360 lr:0.0005429 clip_eps:0.4 entropy:-1.619 +2026-01-30 23:09:00 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:797.79 total_reward_ma:509.68 loss:-0.0247 fps:527.7 +frame:2.00e+05 wall_t:379 t:12500 epi:nan +opt_step:62400 lr:0.0005415 clip_eps:0.4 entropy:-2.537 +2026-01-30 23:09:19 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:797.79 total_reward_ma:523.40 loss:0.03391 fps:527.6 +frame:2.10e+05 wall_t:398 t:13125 epi:nan +opt_step:65600 lr:0.0005401 clip_eps:0.4 entropy:-1.861 +2026-01-30 23:09:37 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:811.33 total_reward_ma:536.49 loss:0.03707 fps:528.8 +frame:2.20e+05 wall_t:416 t:13750 epi:nan +opt_step:68640 lr:0.0005387 clip_eps:0.4 entropy:-1.934 +2026-01-30 23:09:56 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:670.46 total_reward_ma:542.31 loss:0.02792 fps:528.7 +frame:2.30e+05 wall_t:435 t:14375 epi:nan +opt_step:71840 lr:0.0005372 clip_eps:0.4 entropy:-0.2824 +2026-01-30 23:10:15 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:643.41 total_reward_ma:546.53 loss:0.01417 fps:528.6 +frame:2.40e+05 wall_t:454 t:15000 epi:nan +opt_step:74880 lr:0.0005359 clip_eps:0.4 entropy:-1.353 +2026-01-30 23:10:34 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:656.48 total_reward_ma:550.92 loss:0.01434 fps:528.5 +frame:2.50e+05 wall_t:473 t:15625 epi:nan +opt_step:78080 lr:0.0005344 clip_eps:0.4 entropy:-1.641 +2026-01-30 23:10:52 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:656.48 total_reward_ma:554.98 loss:-0.003608 fps:529.5 +frame:2.60e+05 wall_t:491 t:16250 epi:nan +opt_step:81120 lr:0.000533 clip_eps:0.4 entropy:-1.819 +2026-01-30 23:11:12 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:656.48 total_reward_ma:558.74 loss:0.05757 fps:528.4 +frame:2.70e+05 wall_t:511 t:16875 epi:nan +opt_step:84320 lr:0.0005316 clip_eps:0.4 entropy:-2.107 +2026-01-30 23:11:31 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:656.48 total_reward_ma:562.23 loss:-0.01004 fps:529.3 +frame:2.80e+05 wall_t:529 t:17500 epi:nan +opt_step:87360 lr:0.0005302 clip_eps:0.4 entropy:-1.771 +2026-01-30 23:11:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:656.48 total_reward_ma:565.48 loss:-0.00601 fps:529.2 +frame:2.90e+05 wall_t:548 t:18125 epi:nan +opt_step:90560 lr:0.0005287 clip_eps:0.4 entropy:-2.084 +2026-01-30 23:12:08 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:712.84 total_reward_ma:570.40 loss:-0.00704 fps:529.1 +frame:3.00e+05 wall_t:567 t:18750 epi:nan +opt_step:93600 lr:0.0005273 clip_eps:0.4 entropy:-1.576 +2026-01-30 23:12:27 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:795.37 total_reward_ma:577.65 loss:0.08365 fps:529 +frame:3.10e+05 wall_t:586 t:19375 epi:nan +opt_step:96800 lr:0.0005259 clip_eps:0.4 entropy:-2.053 +2026-01-30 23:12:46 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:829.27 total_reward_ma:585.52 loss:0.009772 fps:528.9 +frame:3.20e+05 wall_t:605 t:20000 epi:nan +opt_step:100000 lr:0.0005244 clip_eps:0.4 entropy:-2.439 +2026-01-30 23:13:05 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:963.29 total_reward_ma:596.96 loss:0.004521 fps:529.7 +frame:3.30e+05 wall_t:623 t:20625 epi:nan +opt_step:103040 lr:0.000523 clip_eps:0.4 entropy:-2.048 +2026-01-30 23:13:24 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:963.29 total_reward_ma:607.74 loss:-0.004254 fps:528.8 +frame:3.40e+05 wall_t:643 t:21250 epi:nan +opt_step:106240 lr:0.0005216 clip_eps:0.4 entropy:-1.795 +2026-01-30 23:13:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:692.17 total_reward_ma:610.15 loss:-0.02097 fps:529.5 +frame:3.50e+05 wall_t:661 t:21875 epi:nan +opt_step:109280 lr:0.0005202 clip_eps:0.4 entropy:-0.7432 +2026-01-30 23:14:01 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:692.17 total_reward_ma:612.43 loss:0.004591 fps:529.4 +frame:3.60e+05 wall_t:680 t:22500 epi:nan +opt_step:112480 lr:0.0005187 clip_eps:0.4 entropy:-2.041 +2026-01-30 23:14:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:692.17 total_reward_ma:614.58 loss:0.02452 fps:530.1 +frame:3.70e+05 wall_t:698 t:23125 epi:nan +opt_step:115520 lr:0.0005173 clip_eps:0.4 entropy:-2.18 +2026-01-30 23:14:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:692.17 total_reward_ma:616.63 loss:-0.003025 fps:529.2 +frame:3.80e+05 wall_t:718 t:23750 epi:nan +opt_step:118720 lr:0.0005159 clip_eps:0.4 entropy:-2.006 +2026-01-30 23:14:57 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:692.17 total_reward_ma:618.56 loss:0.04297 fps:529.9 +frame:3.90e+05 wall_t:736 t:24375 epi:nan +opt_step:121760 lr:0.0005145 clip_eps:0.4 entropy:-2.003 +2026-01-30 23:15:16 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:692.17 total_reward_ma:620.40 loss:0.009639 fps:529.8 +frame:4.00e+05 wall_t:755 t:25000 epi:nan +opt_step:124960 lr:0.000513 clip_eps:0.4 entropy:-1.841 +2026-01-30 23:15:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:692.17 total_reward_ma:622.15 loss:-0.02884 fps:529.7 +frame:4.10e+05 wall_t:774 t:25625 epi:nan +opt_step:128000 lr:0.0005116 clip_eps:0.4 entropy:-2.199 +2026-01-30 23:15:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:701.61 total_reward_ma:624.04 loss:-0.0006805 fps:529.6 +frame:4.20e+05 wall_t:793 t:26250 epi:nan +opt_step:131200 lr:0.0005102 clip_eps:0.4 entropy:-1.883 +2026-01-30 23:16:12 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:830.55 total_reward_ma:628.85 loss:0.002693 fps:530.2 +frame:4.30e+05 wall_t:811 t:26875 epi:nan +opt_step:134240 lr:0.0005088 clip_eps:0.4 entropy:-1.782 +2026-01-30 23:16:32 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:572.09 total_reward_ma:627.56 loss:0.01874 fps:530.1 +frame:4.40e+05 wall_t:830 t:27500 epi:nan +opt_step:137440 lr:0.0005073 clip_eps:0.4 entropy:-2.263 +2026-01-30 23:16:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:572.09 total_reward_ma:626.32 loss:0.06304 fps:530.7 +frame:4.50e+05 wall_t:848 t:28125 epi:nan +opt_step:140480 lr:0.0005059 clip_eps:0.4 entropy:-2.639 +2026-01-30 23:17:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:572.09 total_reward_ma:625.15 loss:0.02921 fps:530.6 +frame:4.60e+05 wall_t:867 t:28750 epi:nan +opt_step:143680 lr:0.0005045 clip_eps:0.4 entropy:-2.028 +2026-01-30 23:17:27 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:464.85 total_reward_ma:621.74 loss:0.06771 fps:530.5 +frame:4.70e+05 wall_t:886 t:29375 epi:nan +opt_step:146720 lr:0.0005031 clip_eps:0.4 entropy:-2.977 +2026-01-30 23:17:46 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:397.56 total_reward_ma:617.06 loss:0.009241 fps:530.4 +frame:4.80e+05 wall_t:905 t:30000 epi:nan +opt_step:149920 lr:0.0005016 clip_eps:0.4 entropy:-1.08 +2026-01-30 23:18:05 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:475.24 total_reward_ma:614.17 loss:0.01193 fps:530.3 +frame:4.90e+05 wall_t:924 t:30625 epi:nan +opt_step:153120 lr:0.0005002 clip_eps:0.4 entropy:-1.721 +2026-01-30 23:18:23 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:560.85 total_reward_ma:613.10 loss:0.008411 fps:530.8 +frame:5.00e+05 wall_t:942 t:31250 epi:nan +opt_step:156160 lr:0.0004988 clip_eps:0.4 entropy:-2.03 +2026-01-30 23:18:43 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:608.15 total_reward_ma:613.01 loss:-0.01166 fps:530.1 +frame:5.10e+05 wall_t:962 t:31875 epi:nan +opt_step:159360 lr:0.0004973 clip_eps:0.4 entropy:-2.189 +2026-01-30 23:19:01 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:608.15 total_reward_ma:612.91 loss:0.01572 fps:530.6 +frame:5.20e+05 wall_t:980 t:32500 epi:nan +opt_step:162400 lr:0.0004959 clip_eps:0.4 entropy:-2.452 +2026-01-30 23:19:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:645.67 total_reward_ma:613.53 loss:0.00349 fps:530.5 +frame:5.30e+05 wall_t:999 t:33125 epi:nan +opt_step:165600 lr:0.0004945 clip_eps:0.4 entropy:-1.967 +2026-01-30 23:19:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:715.39 total_reward_ma:615.42 loss:0.02798 fps:531 +frame:5.40e+05 wall_t:1017 t:33750 epi:nan +opt_step:168640 lr:0.0004931 clip_eps:0.4 entropy:-1.408 +2026-01-30 23:19:58 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:728.76 total_reward_ma:617.48 loss:-0.00446 fps:530.4 +frame:5.50e+05 wall_t:1037 t:34375 epi:nan +opt_step:171840 lr:0.0004916 clip_eps:0.4 entropy:-1.676 +2026-01-30 23:20:16 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:783.51 total_reward_ma:620.44 loss:0.04341 fps:531.3 +frame:5.60e+05 wall_t:1054 t:35000 epi:nan +opt_step:174880 lr:0.0004903 clip_eps:0.4 entropy:-2.455 +2026-01-30 23:20:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:26.62 total_reward_ma:610.03 loss:0.07958 fps:531.2 +frame:5.70e+05 wall_t:1073 t:35625 epi:nan +opt_step:178080 lr:0.0004888 clip_eps:0.4 entropy:0.6286 +2026-01-30 23:20:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:64.48 total_reward_ma:600.62 loss:-0.005337 fps:531.1 +frame:5.80e+05 wall_t:1092 t:36250 epi:nan +opt_step:181120 lr:0.0004874 clip_eps:0.4 entropy:3.419 +2026-01-30 23:21:12 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:158.41 total_reward_ma:593.12 loss:-0.006692 fps:531.1 +frame:5.90e+05 wall_t:1111 t:36875 epi:nan +opt_step:184320 lr:0.000486 clip_eps:0.4 entropy:3.419 +2026-01-30 23:21:31 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:265.09 total_reward_ma:587.66 loss:-0.002366 fps:531.4 +frame:6.00e+05 wall_t:1129 t:37500 epi:nan +opt_step:187360 lr:0.0004846 clip_eps:0.4 entropy:3.419 +2026-01-30 23:21:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:325.53 total_reward_ma:583.36 loss:-0.003412 fps:530.9 +frame:6.10e+05 wall_t:1149 t:38125 epi:nan +opt_step:190560 lr:0.0004831 clip_eps:0.4 entropy:3.419 +2026-01-30 23:22:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:441.86 total_reward_ma:581.08 loss:-0.004724 fps:531.3 +frame:6.20e+05 wall_t:1167 t:38750 epi:nan +opt_step:193600 lr:0.0004817 clip_eps:0.4 entropy:3.419 +2026-01-30 23:22:28 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:539.94 total_reward_ma:580.42 loss:0.0001843 fps:531.2 +frame:6.30e+05 wall_t:1186 t:39375 epi:nan +opt_step:196800 lr:0.0004803 clip_eps:0.4 entropy:3.419 +2026-01-30 23:22:47 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:643.58 total_reward_ma:581.41 loss:-0.005081 fps:531.1 +frame:6.40e+05 wall_t:1205 t:40000 epi:nan +opt_step:200000 lr:0.0004788 clip_eps:0.4 entropy:3.419 +2026-01-30 23:23:05 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:740.96 total_reward_ma:583.87 loss:0.001023 fps:531 +frame:6.50e+05 wall_t:1224 t:40625 epi:nan +opt_step:203040 lr:0.0004774 clip_eps:0.4 entropy:3.419 +2026-01-30 23:23:24 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:731.38 total_reward_ma:586.10 loss:-0.01129 fps:531 +frame:6.60e+05 wall_t:1243 t:41250 epi:nan +opt_step:206240 lr:0.000476 clip_eps:0.4 entropy:3.419 +2026-01-30 23:23:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:715.95 total_reward_ma:588.04 loss:-0.02817 fps:531.3 +frame:6.70e+05 wall_t:1261 t:41875 epi:nan +opt_step:209280 lr:0.0004746 clip_eps:0.4 entropy:3.419 +2026-01-30 23:24:02 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:705.34 total_reward_ma:589.76 loss:-0.01682 fps:531.2 +frame:6.80e+05 wall_t:1280 t:42500 epi:nan +opt_step:212480 lr:0.0004731 clip_eps:0.4 entropy:3.419 +2026-01-30 23:24:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:693.96 total_reward_ma:591.27 loss:-0.02276 fps:531.2 +frame:6.90e+05 wall_t:1299 t:43125 epi:nan +opt_step:215520 lr:0.0004717 clip_eps:0.4 entropy:3.419 +2026-01-30 23:24:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:689.60 total_reward_ma:592.68 loss:-0.01236 fps:531.1 +frame:7.00e+05 wall_t:1318 t:43750 epi:nan +opt_step:218720 lr:0.0004703 clip_eps:0.4 entropy:3.419 +2026-01-30 23:24:58 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:744.55 total_reward_ma:594.82 loss:-0.006304 fps:531.4 +frame:7.10e+05 wall_t:1336 t:44375 epi:nan +opt_step:221760 lr:0.0004689 clip_eps:0.4 entropy:3.419 +2026-01-30 23:25:17 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:770.16 total_reward_ma:597.25 loss:-0.009247 fps:531 +frame:7.20e+05 wall_t:1356 t:45000 epi:nan +opt_step:224960 lr:0.0004674 clip_eps:0.4 entropy:3.419 +2026-01-30 23:25:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:820.65 total_reward_ma:600.31 loss:-0.004603 fps:531.3 +frame:7.30e+05 wall_t:1374 t:45625 epi:nan +opt_step:228000 lr:0.000466 clip_eps:0.4 entropy:3.419 +2026-01-30 23:25:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:836.93 total_reward_ma:603.51 loss:-0.008747 fps:531.2 +frame:7.40e+05 wall_t:1393 t:46250 epi:nan +opt_step:231200 lr:0.0004646 clip_eps:0.4 entropy:3.419 +2026-01-30 23:26:13 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:854.90 total_reward_ma:606.86 loss:-0.009357 fps:531.5 +frame:7.50e+05 wall_t:1411 t:46875 epi:nan +opt_step:234240 lr:0.0004632 clip_eps:0.4 entropy:3.419 +2026-01-30 23:26:31 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:839.22 total_reward_ma:609.92 loss:-0.006551 fps:531.5 +frame:7.60e+05 wall_t:1430 t:47500 epi:nan +opt_step:237440 lr:0.0004617 clip_eps:0.4 entropy:3.419 +2026-01-30 23:26:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:863.57 total_reward_ma:613.21 loss:-0.01604 fps:531.4 +frame:7.70e+05 wall_t:1449 t:48125 epi:nan +opt_step:240480 lr:0.0004603 clip_eps:0.4 entropy:3.419 +2026-01-30 23:27:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:879.88 total_reward_ma:616.63 loss:-0.01413 fps:531.3 +frame:7.80e+05 wall_t:1468 t:48750 epi:nan +opt_step:243680 lr:0.0004589 clip_eps:0.4 entropy:3.419 +2026-01-30 23:27:28 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:896.37 total_reward_ma:620.17 loss:-0.02073 fps:531.3 +frame:7.90e+05 wall_t:1487 t:49375 epi:nan +opt_step:246720 lr:0.0004575 clip_eps:0.4 entropy:3.419 +2026-01-30 23:27:47 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:795.33 total_reward_ma:622.36 loss:0.004244 fps:531.2 +frame:8.00e+05 wall_t:1506 t:50000 epi:nan +opt_step:249920 lr:0.000456 clip_eps:0.4 entropy:3.419 +2026-01-30 23:28:06 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:693.17 total_reward_ma:623.24 loss:-0.00799 fps:531.1 +frame:8.10e+05 wall_t:1525 t:50625 epi:nan +opt_step:253120 lr:0.0004546 clip_eps:0.4 entropy:3.419 +2026-01-30 23:28:25 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:624.05 total_reward_ma:623.25 loss:-0.01697 fps:531.4 +frame:8.20e+05 wall_t:1543 t:51250 epi:nan +opt_step:256160 lr:0.0004532 clip_eps:0.4 entropy:3.419 +2026-01-30 23:28:43 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:624.05 total_reward_ma:623.26 loss:-0.0208 fps:531.4 +frame:8.30e+05 wall_t:1562 t:51875 epi:nan +opt_step:259360 lr:0.0004517 clip_eps:0.4 entropy:3.419 +2026-01-30 23:29:01 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:639.37 total_reward_ma:623.45 loss:-0.003986 fps:531.6 +frame:8.40e+05 wall_t:1580 t:52500 epi:nan +opt_step:262400 lr:0.0004503 clip_eps:0.4 entropy:3.419 +2026-01-30 23:29:21 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:623.19 total_reward_ma:623.45 loss:-0.01981 fps:531.2 +frame:8.50e+05 wall_t:1600 t:53125 epi:nan +opt_step:265600 lr:0.0004489 clip_eps:0.4 entropy:3.419 +2026-01-30 23:29:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:589.10 total_reward_ma:623.05 loss:-0.02251 fps:531.5 +frame:8.60e+05 wall_t:1618 t:53750 epi:nan +opt_step:268640 lr:0.0004475 clip_eps:0.4 entropy:3.419 +2026-01-30 23:29:58 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:583.66 total_reward_ma:622.59 loss:-0.01586 fps:531.5 +frame:8.70e+05 wall_t:1637 t:54375 epi:nan +opt_step:271840 lr:0.000446 clip_eps:0.4 entropy:3.419 +2026-01-30 23:30:17 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:595.92 total_reward_ma:622.29 loss:-0.009442 fps:531.7 +frame:8.80e+05 wall_t:1655 t:55000 epi:nan +opt_step:274880 lr:0.0004447 clip_eps:0.4 entropy:3.419 +2026-01-30 23:30:36 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:576.17 total_reward_ma:621.77 loss:-0.005177 fps:531.3 +frame:8.90e+05 wall_t:1675 t:55625 epi:nan +opt_step:278080 lr:0.0004432 clip_eps:0.4 entropy:3.419 +2026-01-30 23:30:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:517.90 total_reward_ma:620.62 loss:-0.007883 fps:531.6 +frame:9.00e+05 wall_t:1693 t:56250 epi:nan +opt_step:281120 lr:0.0004418 clip_eps:0.4 entropy:3.419 +2026-01-30 23:31:13 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:519.37 total_reward_ma:619.51 loss:-0.002405 fps:531.5 +frame:9.10e+05 wall_t:1712 t:56875 epi:nan +opt_step:284320 lr:0.0004404 clip_eps:0.4 entropy:3.265 +2026-01-30 23:31:32 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:515.57 total_reward_ma:618.38 loss:-0.002647 fps:531.5 +frame:9.20e+05 wall_t:1731 t:57500 epi:nan +opt_step:287360 lr:0.000439 clip_eps:0.4 entropy:3.419 +2026-01-30 23:31:51 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:537.52 total_reward_ma:617.51 loss:-0.01902 fps:531.4 +frame:9.30e+05 wall_t:1750 t:58125 epi:nan +opt_step:290560 lr:0.0004375 clip_eps:0.4 entropy:3.419 +2026-01-30 23:32:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:597.96 total_reward_ma:617.30 loss:-0.01307 fps:531.7 +frame:9.40e+05 wall_t:1768 t:58750 epi:nan +opt_step:293600 lr:0.0004361 clip_eps:0.4 entropy:3.419 +2026-01-30 23:32:28 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:635.92 total_reward_ma:617.49 loss:-0.008264 fps:531.6 +frame:9.50e+05 wall_t:1787 t:59375 epi:nan +opt_step:296800 lr:0.0004347 clip_eps:0.4 entropy:3.419 +2026-01-30 23:32:48 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:649.38 total_reward_ma:617.83 loss:-0.01885 fps:531.6 +frame:9.60e+05 wall_t:1806 t:60000 epi:nan +opt_step:300000 lr:0.0004332 clip_eps:0.4 entropy:3.419 +2026-01-30 23:33:06 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:699.85 total_reward_ma:618.67 loss:-0.0205 fps:531.8 +frame:9.70e+05 wall_t:1824 t:60625 epi:nan +opt_step:303040 lr:0.0004318 clip_eps:0.4 entropy:3.419 +2026-01-30 23:33:25 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:737.96 total_reward_ma:619.89 loss:-0.01175 fps:531.7 +frame:9.80e+05 wall_t:1843 t:61250 epi:nan +opt_step:306240 lr:0.0004304 clip_eps:0.4 entropy:3.419 +2026-01-30 23:33:44 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:803.80 total_reward_ma:621.75 loss:-0.02135 fps:531.7 +frame:9.90e+05 wall_t:1862 t:61875 epi:nan +opt_step:309280 lr:0.000429 clip_eps:0.4 entropy:3.419 +2026-01-30 23:34:02 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:854.08 total_reward_ma:624.07 loss:-0.002148 fps:531.6 +frame:1.00e+06 wall_t:1881 t:62500 epi:nan +opt_step:312480 lr:0.0004275 clip_eps:0.4 entropy:3.419 +2026-01-30 23:34:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:915.89 total_reward_ma:632.77 loss:0.0008028 fps:531.9 +frame:1.01e+06 wall_t:1899 t:63125 epi:nan +opt_step:315520 lr:0.0004261 clip_eps:0.4 entropy:3.384 +2026-01-30 23:34:40 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:956.80 total_reward_ma:641.78 loss:-0.0007497 fps:531.5 +frame:1.02e+06 wall_t:1919 t:63750 epi:nan +opt_step:318720 lr:0.0004247 clip_eps:0.4 entropy:3.419 +2026-01-30 23:34:58 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:967.91 total_reward_ma:650.49 loss:-0.01233 fps:531.8 +frame:1.03e+06 wall_t:1937 t:64375 epi:nan +opt_step:321760 lr:0.0004233 clip_eps:0.4 entropy:3.419 +2026-01-30 23:35:17 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:973.35 total_reward_ma:658.72 loss:-0.01416 fps:531.7 +frame:1.04e+06 wall_t:1956 t:65000 epi:nan +opt_step:324960 lr:0.0004218 clip_eps:0.4 entropy:3.419 +2026-01-30 23:35:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:923.66 total_reward_ma:666.32 loss:-0.01436 fps:531.9 +frame:1.05e+06 wall_t:1974 t:65625 epi:nan +opt_step:328000 lr:0.0004204 clip_eps:0.4 entropy:3.419 +2026-01-30 23:35:55 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:900.87 total_reward_ma:672.96 loss:0.00309 fps:531.9 +frame:1.06e+06 wall_t:1993 t:66250 epi:nan +opt_step:331200 lr:0.000419 clip_eps:0.4 entropy:3.419 +2026-01-30 23:36:12 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:882.58 total_reward_ma:678.92 loss:-0.01232 fps:532.1 +frame:1.07e+06 wall_t:2011 t:66875 epi:nan +opt_step:334240 lr:0.0004176 clip_eps:0.4 entropy:3.419 +2026-01-30 23:36:31 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:875.91 total_reward_ma:684.04 loss:-0.02067 fps:532 +frame:1.08e+06 wall_t:2030 t:67500 epi:nan +opt_step:337440 lr:0.0004161 clip_eps:0.4 entropy:3.419 +2026-01-30 23:36:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:852.35 total_reward_ma:687.56 loss:-0.01886 fps:532 +frame:1.09e+06 wall_t:2049 t:68125 epi:nan +opt_step:340480 lr:0.0004147 clip_eps:0.4 entropy:3.419 +2026-01-30 23:37:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:850.37 total_reward_ma:690.72 loss:-0.01916 fps:531.9 +frame:1.10e+06 wall_t:2068 t:68750 epi:nan +opt_step:343680 lr:0.0004133 clip_eps:0.4 entropy:3.419 +2026-01-30 23:37:27 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:844.42 total_reward_ma:692.53 loss:-0.005519 fps:532.1 +frame:1.11e+06 wall_t:2086 t:69375 epi:nan +opt_step:346720 lr:0.0004119 clip_eps:0.4 entropy:3.419 +2026-01-30 23:37:46 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:848.55 total_reward_ma:693.58 loss:-0.02611 fps:532.1 +frame:1.12e+06 wall_t:2105 t:70000 epi:nan +opt_step:349920 lr:0.0004104 clip_eps:0.4 entropy:3.419 +2026-01-30 23:38:06 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:850.95 total_reward_ma:693.98 loss:-0.02289 fps:531.8 +frame:1.13e+06 wall_t:2125 t:70625 epi:nan +opt_step:353120 lr:0.000409 clip_eps:0.4 entropy:3.419 +2026-01-30 23:38:24 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:875.00 total_reward_ma:694.01 loss:-0.01868 fps:532.2 +frame:1.14e+06 wall_t:2142 t:71250 epi:nan +opt_step:356160 lr:0.0004076 clip_eps:0.4 entropy:3.419 +2026-01-30 23:38:43 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:860.24 total_reward_ma:695.00 loss:0.001229 fps:532.2 +frame:1.15e+06 wall_t:2161 t:71875 epi:nan +opt_step:359360 lr:0.0004061 clip_eps:0.4 entropy:3.419 +2026-01-30 23:39:02 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:828.84 total_reward_ma:695.68 loss:-0.004405 fps:532.1 +frame:1.16e+06 wall_t:2180 t:72500 epi:nan +opt_step:362400 lr:0.0004047 clip_eps:0.4 entropy:3.419 +2026-01-30 23:39:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:816.34 total_reward_ma:695.95 loss:-0.02289 fps:532.1 +frame:1.17e+06 wall_t:2199 t:73125 epi:nan +opt_step:365600 lr:0.0004033 clip_eps:0.4 entropy:3.419 +2026-01-30 23:39:38 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:828.87 total_reward_ma:696.41 loss:-0.01932 fps:532.3 +frame:1.18e+06 wall_t:2217 t:73750 epi:nan +opt_step:368640 lr:0.0004019 clip_eps:0.4 entropy:3.419 +2026-01-30 23:39:58 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:831.34 total_reward_ma:696.95 loss:-0.01935 fps:532.2 +frame:1.19e+06 wall_t:2236 t:74375 epi:nan +opt_step:371840 lr:0.0004004 clip_eps:0.4 entropy:3.285 +2026-01-30 23:40:16 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:823.17 total_reward_ma:697.21 loss:-0.02343 fps:532.2 +frame:1.20e+06 wall_t:2255 t:75000 epi:nan +opt_step:374880 lr:0.0003991 clip_eps:0.4 entropy:3.419 +2026-01-30 23:40:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:823.98 total_reward_ma:697.47 loss:-0.01717 fps:532.1 +frame:1.21e+06 wall_t:2274 t:75625 epi:nan +opt_step:378080 lr:0.0003976 clip_eps:0.4 entropy:3.081 +2026-01-30 23:40:53 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:840.54 total_reward_ma:697.76 loss:-0.003783 fps:532.3 +frame:1.22e+06 wall_t:2292 t:76250 epi:nan +opt_step:381120 lr:0.0003962 clip_eps:0.4 entropy:2.875 +2026-01-30 23:41:13 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:857.74 total_reward_ma:699.64 loss:-0.02607 fps:532 +frame:1.23e+06 wall_t:2312 t:76875 epi:nan +opt_step:384320 lr:0.0003948 clip_eps:0.4 entropy:3.419 +2026-01-30 23:41:31 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:891.96 total_reward_ma:702.12 loss:-0.02861 fps:532.2 +frame:1.24e+06 wall_t:2330 t:77500 epi:nan +opt_step:387360 lr:0.0003934 clip_eps:0.4 entropy:3.373 +2026-01-30 23:41:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:922.25 total_reward_ma:704.78 loss:-0.01709 fps:532.1 +frame:1.25e+06 wall_t:2349 t:78125 epi:nan +opt_step:390560 lr:0.0003919 clip_eps:0.4 entropy:3.318 +2026-01-30 23:42:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:956.19 total_reward_ma:707.78 loss:-0.01204 fps:532.3 +frame:1.26e+06 wall_t:2367 t:78750 epi:nan +opt_step:393600 lr:0.0003905 clip_eps:0.4 entropy:3.415 +2026-01-30 23:42:28 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:976.32 total_reward_ma:710.97 loss:-0.01422 fps:532.3 +frame:1.27e+06 wall_t:2386 t:79375 epi:nan +opt_step:396800 lr:0.0003891 clip_eps:0.4 entropy:3.419 +2026-01-30 23:42:47 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:976.32 total_reward_ma:714.17 loss:-0.0256 fps:532.2 +frame:1.28e+06 wall_t:2405 t:80000 epi:nan +opt_step:400000 lr:0.0003876 clip_eps:0.4 entropy:3.419 +2026-01-30 23:43:05 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:981.87 total_reward_ma:717.43 loss:-0.01765 fps:532.4 +frame:1.29e+06 wall_t:2423 t:80625 epi:nan +opt_step:403040 lr:0.0003862 clip_eps:0.4 entropy:3.419 +2026-01-30 23:43:24 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:983.62 total_reward_ma:720.13 loss:-0.04229 fps:532.1 +frame:1.30e+06 wall_t:2443 t:81250 epi:nan +opt_step:406240 lr:0.0003848 clip_eps:0.4 entropy:3.419 +2026-01-30 23:43:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:985.15 total_reward_ma:722.03 loss:-0.02145 fps:532.3 +frame:1.31e+06 wall_t:2461 t:81875 epi:nan +opt_step:409280 lr:0.0003834 clip_eps:0.4 entropy:3.419 +2026-01-30 23:44:01 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:974.05 total_reward_ma:723.48 loss:-0.02778 fps:532.3 +frame:1.32e+06 wall_t:2480 t:82500 epi:nan +opt_step:412480 lr:0.0003819 clip_eps:0.4 entropy:3.287 +2026-01-30 23:44:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:974.05 total_reward_ma:723.59 loss:0.001473 fps:532.2 +frame:1.33e+06 wall_t:2499 t:83125 epi:nan +opt_step:415520 lr:0.0003805 clip_eps:0.4 entropy:3.015 +2026-01-30 23:44:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:974.05 total_reward_ma:723.69 loss:0.01076 fps:532.2 +frame:1.34e+06 wall_t:2518 t:83750 epi:nan +opt_step:418720 lr:0.0003791 clip_eps:0.4 entropy:2.704 +2026-01-30 23:44:57 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:974.05 total_reward_ma:726.51 loss:-0.01069 fps:532.3 +frame:1.35e+06 wall_t:2536 t:84375 epi:nan +opt_step:421760 lr:0.0003777 clip_eps:0.4 entropy:3.129 +2026-01-30 23:45:17 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:972.70 total_reward_ma:729.32 loss:-0.01155 fps:532.3 +frame:1.36e+06 wall_t:2555 t:85000 epi:nan +opt_step:424960 lr:0.0003762 clip_eps:0.4 entropy:3.18 +2026-01-30 23:45:36 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:972.70 total_reward_ma:732.12 loss:0.01604 fps:532.2 +frame:1.37e+06 wall_t:2574 t:85625 epi:nan +opt_step:428000 lr:0.0003748 clip_eps:0.4 entropy:2.692 +2026-01-30 23:45:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:966.51 total_reward_ma:734.87 loss:-0.02566 fps:532.2 +frame:1.38e+06 wall_t:2593 t:86250 epi:nan +opt_step:431200 lr:0.0003734 clip_eps:0.4 entropy:3.419 +2026-01-30 23:46:12 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:958.11 total_reward_ma:737.53 loss:-0.01474 fps:532.4 +frame:1.39e+06 wall_t:2611 t:86875 epi:nan +opt_step:434240 lr:0.000372 clip_eps:0.4 entropy:3.376 +2026-01-30 23:46:32 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:960.70 total_reward_ma:740.21 loss:0.01731 fps:532.1 +frame:1.40e+06 wall_t:2631 t:87500 epi:nan +opt_step:437440 lr:0.0003705 clip_eps:0.4 entropy:3.236 +2026-01-30 23:46:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:968.87 total_reward_ma:742.98 loss:0.01662 fps:532.3 +frame:1.41e+06 wall_t:2649 t:88125 epi:nan +opt_step:440480 lr:0.0003691 clip_eps:0.4 entropy:2.513 +2026-01-30 23:47:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:951.14 total_reward_ma:745.47 loss:-0.00829 fps:532.2 +frame:1.42e+06 wall_t:2668 t:88750 epi:nan +opt_step:443680 lr:0.0003677 clip_eps:0.4 entropy:3.414 +2026-01-30 23:47:28 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:951.14 total_reward_ma:746.68 loss:-0.004055 fps:532.2 +frame:1.43e+06 wall_t:2687 t:89375 epi:nan +opt_step:446720 lr:0.0003663 clip_eps:0.4 entropy:3.343 +2026-01-30 23:47:47 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:943.85 total_reward_ma:750.40 loss:-0.01693 fps:532.2 +frame:1.44e+06 wall_t:2706 t:90000 epi:nan +opt_step:449920 lr:0.0003648 clip_eps:0.4 entropy:3.399 +2026-01-30 23:48:06 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:918.63 total_reward_ma:753.86 loss:-0.01441 fps:532.1 +frame:1.45e+06 wall_t:2725 t:90625 epi:nan +opt_step:453120 lr:0.0003634 clip_eps:0.4 entropy:3.267 +2026-01-30 23:48:24 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:918.63 total_reward_ma:757.33 loss:0.01031 fps:532.3 +frame:1.46e+06 wall_t:2743 t:91250 epi:nan +opt_step:456160 lr:0.000362 clip_eps:0.4 entropy:3.22 +2026-01-30 23:48:44 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:924.82 total_reward_ma:761.93 loss:-0.003532 fps:532 +frame:1.47e+06 wall_t:2763 t:91875 epi:nan +opt_step:459360 lr:0.0003605 clip_eps:0.4 entropy:3.16 +2026-01-30 23:49:02 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:928.91 total_reward_ma:767.24 loss:0.007953 fps:532.4 +frame:1.48e+06 wall_t:2780 t:92500 epi:nan +opt_step:462400 lr:0.0003591 clip_eps:0.4 entropy:3.306 +2026-01-30 23:49:21 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:898.43 total_reward_ma:771.47 loss:-0.01663 fps:532.1 +frame:1.49e+06 wall_t:2800 t:93125 epi:nan +opt_step:465600 lr:0.0003577 clip_eps:0.4 entropy:3.233 +2026-01-30 23:49:40 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:856.00 total_reward_ma:774.43 loss:-0.02098 fps:532.3 +frame:1.50e+06 wall_t:2818 t:93750 epi:nan +opt_step:468640 lr:0.0003563 clip_eps:0.4 entropy:3.218 +2026-01-30 23:49:59 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:879.08 total_reward_ma:777.13 loss:0.002451 fps:532.1 +frame:1.51e+06 wall_t:2838 t:94375 epi:nan +opt_step:471840 lr:0.0003548 clip_eps:0.4 entropy:3.189 +2026-01-30 23:50:17 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:873.99 total_reward_ma:779.79 loss:-0.01067 fps:532.2 +frame:1.52e+06 wall_t:2856 t:95000 epi:nan +opt_step:474880 lr:0.0003535 clip_eps:0.4 entropy:3.382 +2026-01-30 23:50:36 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:877.17 total_reward_ma:782.11 loss:-0.01184 fps:532.2 +frame:1.53e+06 wall_t:2875 t:95625 epi:nan +opt_step:478080 lr:0.000352 clip_eps:0.4 entropy:3.373 +2026-01-30 23:50:55 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:903.74 total_reward_ma:783.99 loss:-0.01214 fps:532.1 +frame:1.54e+06 wall_t:2894 t:96250 epi:nan +opt_step:481120 lr:0.0003506 clip_eps:0.4 entropy:3.319 +2026-01-30 23:51:14 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:893.92 total_reward_ma:785.64 loss:-0.01553 fps:532.3 +frame:1.55e+06 wall_t:2912 t:96875 epi:nan +opt_step:484320 lr:0.0003492 clip_eps:0.4 entropy:3.349 +2026-01-30 23:51:32 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:887.18 total_reward_ma:786.68 loss:-0.008279 fps:532.2 +frame:1.56e+06 wall_t:2931 t:97500 epi:nan +opt_step:487360 lr:0.0003478 clip_eps:0.4 entropy:3.248 +2026-01-30 23:51:52 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:887.18 total_reward_ma:795.29 loss:-0.01106 fps:532.2 +frame:1.57e+06 wall_t:2950 t:98125 epi:nan +opt_step:490560 lr:0.0003463 clip_eps:0.4 entropy:3.342 +2026-01-30 23:52:10 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:928.36 total_reward_ma:803.92 loss:0.000319 fps:532.3 +frame:1.58e+06 wall_t:2968 t:98750 epi:nan +opt_step:493600 lr:0.0003449 clip_eps:0.4 entropy:3.307 +2026-01-30 23:52:29 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:940.11 total_reward_ma:811.74 loss:-0.007518 fps:532.3 +frame:1.59e+06 wall_t:2987 t:99375 epi:nan +opt_step:496800 lr:0.0003435 clip_eps:0.4 entropy:3.366 +2026-01-30 23:52:48 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:970.79 total_reward_ma:818.80 loss:-0.009587 fps:532.1 +frame:1.60e+06 wall_t:3007 t:100000 epi:nan +opt_step:500000 lr:0.000342 clip_eps:0.4 entropy:3.392 +2026-01-30 23:53:07 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:979.06 total_reward_ma:825.33 loss:0.03625 fps:532.2 +frame:1.61e+06 wall_t:3025 t:100625 epi:nan +opt_step:503040 lr:0.0003406 clip_eps:0.4 entropy:3.214 +2026-01-30 23:53:25 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:965.74 total_reward_ma:830.57 loss:-0.03701 fps:532.2 +frame:1.62e+06 wall_t:3044 t:101250 epi:nan +opt_step:506240 lr:0.0003392 clip_eps:0.4 entropy:3.213 +2026-01-30 23:53:43 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:965.74 total_reward_ma:834.83 loss:0.029 fps:532.3 +frame:1.63e+06 wall_t:3062 t:101875 epi:nan +opt_step:509280 lr:0.0003378 clip_eps:0.4 entropy:3.202 +2026-01-30 23:54:03 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:959.69 total_reward_ma:837.99 loss:-0.01874 fps:532.1 +frame:1.64e+06 wall_t:3082 t:102500 epi:nan +opt_step:512480 lr:0.0003363 clip_eps:0.4 entropy:3.264 +2026-01-30 23:54:21 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:969.51 total_reward_ma:840.28 loss:-0.01938 fps:532.3 +frame:1.65e+06 wall_t:3100 t:103125 epi:nan +opt_step:515520 lr:0.0003349 clip_eps:0.4 entropy:3.226 +2026-01-30 23:54:40 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:976.25 total_reward_ma:842.73 loss:0.001724 fps:532.2 +frame:1.66e+06 wall_t:3119 t:103750 epi:nan +opt_step:518720 lr:0.0003335 clip_eps:0.4 entropy:3.199 +2026-01-30 23:54:59 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:976.52 total_reward_ma:845.33 loss:-0.01337 fps:532.4 +frame:1.67e+06 wall_t:3137 t:104375 epi:nan +opt_step:521760 lr:0.0003321 clip_eps:0.4 entropy:3.41 +2026-01-30 23:55:18 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:976.52 total_reward_ma:848.04 loss:-0.01058 fps:532.2 +frame:1.68e+06 wall_t:3157 t:105000 epi:nan +opt_step:524960 lr:0.0003306 clip_eps:0.4 entropy:3.401 +2026-01-30 23:55:36 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:976.52 total_reward_ma:850.87 loss:-0.01684 fps:532.3 +frame:1.69e+06 wall_t:3175 t:105625 epi:nan +opt_step:528000 lr:0.0003292 clip_eps:0.4 entropy:3.419 +2026-01-30 23:55:55 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:976.52 total_reward_ma:853.74 loss:-0.008709 fps:532.2 +frame:1.70e+06 wall_t:3194 t:106250 epi:nan +opt_step:531200 lr:0.0003278 clip_eps:0.4 entropy:3.399 +2026-01-30 23:56:14 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:976.52 total_reward_ma:856.06 loss:-0.02062 fps:532.2 +frame:1.71e+06 wall_t:3213 t:106875 epi:nan +opt_step:534240 lr:0.0003264 clip_eps:0.4 entropy:3.273 +2026-01-30 23:56:33 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:989.31 total_reward_ma:858.25 loss:-0.01975 fps:532.2 +frame:1.72e+06 wall_t:3232 t:107500 epi:nan +opt_step:537440 lr:0.0003249 clip_eps:0.4 entropy:3.371 +2026-01-30 23:56:51 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:989.31 total_reward_ma:859.94 loss:-0.01838 fps:532.3 +frame:1.73e+06 wall_t:3250 t:108125 epi:nan +opt_step:540480 lr:0.0003235 clip_eps:0.4 entropy:3.419 +2026-01-30 23:57:11 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.36 total_reward_ma:861.52 loss:-0.0103 fps:532.1 +frame:1.74e+06 wall_t:3270 t:108750 epi:nan +opt_step:543680 lr:0.0003221 clip_eps:0.4 entropy:3.419 +2026-01-30 23:57:29 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.36 total_reward_ma:862.92 loss:-0.01113 fps:532.2 +frame:1.75e+06 wall_t:3288 t:109375 epi:nan +opt_step:546720 lr:0.0003207 clip_eps:0.4 entropy:3.419 +2026-01-30 23:57:48 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:961.40 total_reward_ma:864.15 loss:-0.01516 fps:532.2 +frame:1.76e+06 wall_t:3307 t:110000 epi:nan +opt_step:549920 lr:0.0003192 clip_eps:0.4 entropy:3.419 +2026-01-30 23:58:07 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:951.65 total_reward_ma:865.03 loss:0.003749 fps:532.2 +frame:1.77e+06 wall_t:3326 t:110625 epi:nan +opt_step:553120 lr:0.0003178 clip_eps:0.4 entropy:3.13 +2026-01-30 23:58:26 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:919.51 total_reward_ma:865.42 loss:-0.01731 fps:532.1 +frame:1.78e+06 wall_t:3345 t:111250 epi:nan +opt_step:556160 lr:0.0003164 clip_eps:0.4 entropy:3.332 +2026-01-30 23:58:45 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:883.50 total_reward_ma:865.30 loss:-0.02657 fps:532.1 +frame:1.79e+06 wall_t:3364 t:111875 epi:nan +opt_step:559360 lr:0.0003149 clip_eps:0.4 entropy:3.368 +2026-01-30 23:59:03 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:868.33 total_reward_ma:866.03 loss:-0.01134 fps:532.2 +frame:1.80e+06 wall_t:3382 t:112500 epi:nan +opt_step:562400 lr:0.0003135 clip_eps:0.4 entropy:3.419 +2026-01-30 23:59:23 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:872.97 total_reward_ma:867.82 loss:-0.01843 fps:532.2 +frame:1.81e+06 wall_t:3401 t:113125 epi:nan +opt_step:565600 lr:0.0003121 clip_eps:0.4 entropy:3.398 +2026-01-30 23:59:41 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:872.97 total_reward_ma:870.31 loss:-0.01297 fps:532.2 +frame:1.82e+06 wall_t:3420 t:113750 epi:nan +opt_step:568640 lr:0.0003107 clip_eps:0.4 entropy:3.419 +2026-01-31 00:00:00 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:872.97 total_reward_ma:872.80 loss:-0.002153 fps:532.1 +frame:1.83e+06 wall_t:3439 t:114375 epi:nan +opt_step:571840 lr:0.0003092 clip_eps:0.4 entropy:3.237 +2026-01-31 00:00:18 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:874.49 total_reward_ma:875.15 loss:-0.009248 fps:532.3 +frame:1.84e+06 wall_t:3457 t:115000 epi:nan +opt_step:574880 lr:0.0003079 clip_eps:0.4 entropy:3.419 +2026-01-31 00:00:38 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:897.69 total_reward_ma:877.90 loss:-0.01605 fps:532.1 +frame:1.85e+06 wall_t:3477 t:115625 epi:nan +opt_step:578080 lr:0.0003064 clip_eps:0.4 entropy:3.358 +2026-01-31 00:00:56 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:907.43 total_reward_ma:881.08 loss:-0.01007 fps:532.3 +frame:1.86e+06 wall_t:3494 t:116250 epi:nan +opt_step:581120 lr:0.000305 clip_eps:0.4 entropy:3.175 +2026-01-31 00:01:15 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:939.57 total_reward_ma:884.64 loss:0.002589 fps:532.3 +frame:1.87e+06 wall_t:3513 t:116875 epi:nan +opt_step:584320 lr:0.0003036 clip_eps:0.4 entropy:3.372 +2026-01-31 00:01:34 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:948.06 total_reward_ma:888.16 loss:-0.01927 fps:532.3 +frame:1.88e+06 wall_t:3532 t:117500 epi:nan +opt_step:587360 lr:0.0003022 clip_eps:0.4 entropy:3.161 +2026-01-31 00:01:52 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:975.58 total_reward_ma:892.16 loss:-0.004354 fps:532.2 +frame:1.89e+06 wall_t:3551 t:118125 epi:nan +opt_step:590560 lr:0.0003007 clip_eps:0.4 entropy:3.242 +2026-01-31 00:02:10 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:990.75 total_reward_ma:896.88 loss:-0.01667 fps:532.4 +frame:1.90e+06 wall_t:3569 t:118750 epi:nan +opt_step:593600 lr:0.0002993 clip_eps:0.4 entropy:3.333 +2026-01-31 00:02:30 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:990.75 total_reward_ma:901.60 loss:-0.01029 fps:532.3 +frame:1.91e+06 wall_t:3588 t:119375 epi:nan +opt_step:596800 lr:0.0002979 clip_eps:0.4 entropy:3.419 +2026-01-31 00:02:49 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:990.75 total_reward_ma:906.35 loss:-0.01875 fps:532.2 +frame:1.92e+06 wall_t:3608 t:120000 epi:nan +opt_step:600000 lr:0.0002964 clip_eps:0.4 entropy:3.248 +2026-01-31 00:03:07 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:980.95 total_reward_ma:910.78 loss:-0.03989 fps:532.3 +frame:1.93e+06 wall_t:3626 t:120625 epi:nan +opt_step:603040 lr:0.000295 clip_eps:0.4 entropy:3.326 +2026-01-31 00:03:26 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:901.54 total_reward_ma:913.82 loss:-0.0127 fps:532.2 +frame:1.94e+06 wall_t:3645 t:121250 epi:nan +opt_step:606240 lr:0.0002936 clip_eps:0.4 entropy:3.33 +2026-01-31 00:03:45 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:897.14 total_reward_ma:916.43 loss:-0.01736 fps:532.2 +frame:1.95e+06 wall_t:3664 t:121875 epi:nan +opt_step:609280 lr:0.0002922 clip_eps:0.4 entropy:3.399 +2026-01-31 00:04:04 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:897.14 total_reward_ma:918.91 loss:-0.01153 fps:532.2 +frame:1.96e+06 wall_t:3683 t:122500 epi:nan +opt_step:612480 lr:0.0002907 clip_eps:0.4 entropy:3.365 +2026-01-31 00:04:22 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:897.14 total_reward_ma:920.88 loss:-0.02173 fps:532.3 +frame:1.97e+06 wall_t:3701 t:123125 epi:nan +opt_step:615520 lr:0.0002893 clip_eps:0.4 entropy:3.256 +2026-01-31 00:04:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:897.14 total_reward_ma:922.47 loss:-0.001953 fps:532.3 +frame:1.98e+06 wall_t:3720 t:123750 epi:nan +opt_step:618720 lr:0.0002879 clip_eps:0.4 entropy:3.254 +2026-01-31 00:05:00 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:897.14 total_reward_ma:923.41 loss:-0.009774 fps:532.2 +frame:1.99e+06 wall_t:3739 t:124375 epi:nan +opt_step:621760 lr:0.0002865 clip_eps:0.4 entropy:3.206 +2026-01-31 00:05:19 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:888.49 total_reward_ma:923.75 loss:-0.02501 fps:532.2 +frame:2.00e+06 wall_t:3758 t:125000 epi:nan +opt_step:624960 lr:0.000285 clip_eps:0.4 entropy:3.223 +2026-01-31 00:05:37 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:878.67 total_reward_ma:923.38 loss:0.006377 fps:532.3 +frame:2.01e+06 wall_t:3776 t:125625 epi:nan +opt_step:628000 lr:0.0002836 clip_eps:0.4 entropy:3.15 +2026-01-31 00:05:57 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:888.47 total_reward_ma:922.70 loss:0.02883 fps:532.3 +frame:2.02e+06 wall_t:3795 t:126250 epi:nan +opt_step:631200 lr:0.0002822 clip_eps:0.4 entropy:3.35 +2026-01-31 00:06:14 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:947.33 total_reward_ma:922.49 loss:-0.003387 fps:532.4 +frame:2.03e+06 wall_t:3813 t:126875 epi:nan +opt_step:634240 lr:0.0002808 clip_eps:0.4 entropy:3.388 +2026-01-31 00:06:33 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:967.92 total_reward_ma:922.44 loss:0.03924 fps:532.4 +frame:2.04e+06 wall_t:3832 t:127500 epi:nan +opt_step:637440 lr:0.0002793 clip_eps:0.4 entropy:2.655 +2026-01-31 00:06:52 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:981.53 total_reward_ma:923.02 loss:-0.006397 fps:532.3 +frame:2.05e+06 wall_t:3851 t:128125 epi:nan +opt_step:640480 lr:0.0002779 clip_eps:0.4 entropy:3.165 +2026-01-31 00:07:11 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:980.95 total_reward_ma:923.82 loss:-0.009137 fps:532.3 +frame:2.06e+06 wall_t:3870 t:128750 epi:nan +opt_step:643680 lr:0.0002765 clip_eps:0.4 entropy:3.346 +2026-01-31 00:07:29 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:980.95 total_reward_ma:924.80 loss:0.001346 fps:532.4 +frame:2.07e+06 wall_t:3888 t:129375 epi:nan +opt_step:646720 lr:0.0002751 clip_eps:0.4 entropy:2.961 +2026-01-31 00:07:49 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:980.95 total_reward_ma:925.85 loss:0.001894 fps:532.4 +frame:2.08e+06 wall_t:3907 t:130000 epi:nan +opt_step:649920 lr:0.0002736 clip_eps:0.4 entropy:3.182 +2026-01-31 00:08:08 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:959.60 total_reward_ma:926.92 loss:0.001136 fps:532.2 +frame:2.09e+06 wall_t:3927 t:130625 epi:nan +opt_step:653120 lr:0.0002722 clip_eps:0.4 entropy:3.329 +2026-01-31 00:08:26 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:960.21 total_reward_ma:928.02 loss:-0.008742 fps:532.5 +frame:2.10e+06 wall_t:3944 t:131250 epi:nan +opt_step:656160 lr:0.0002708 clip_eps:0.4 entropy:3.41 +2026-01-31 00:08:45 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:949.83 total_reward_ma:929.07 loss:0.01249 fps:532.3 +frame:2.11e+06 wall_t:3964 t:131875 epi:nan +opt_step:659360 lr:0.0002693 clip_eps:0.4 entropy:3.03 +2026-01-31 00:09:04 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:944.45 total_reward_ma:930.03 loss:0.01252 fps:532.4 +frame:2.12e+06 wall_t:3982 t:132500 epi:nan +opt_step:662400 lr:0.0002679 clip_eps:0.4 entropy:3.301 +2026-01-31 00:09:22 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:925.73 total_reward_ma:930.78 loss:0.009783 fps:532.4 +frame:2.13e+06 wall_t:4001 t:133125 epi:nan +opt_step:665600 lr:0.0002665 clip_eps:0.4 entropy:3.184 +2026-01-31 00:09:41 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:925.73 total_reward_ma:931.29 loss:0.01579 fps:532.5 +frame:2.14e+06 wall_t:4019 t:133750 epi:nan +opt_step:668640 lr:0.0002651 clip_eps:0.4 entropy:2.667 +2026-01-31 00:10:00 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:926.31 total_reward_ma:931.95 loss:0.02678 fps:532.3 +frame:2.15e+06 wall_t:4039 t:134375 epi:nan +opt_step:671840 lr:0.0002636 clip_eps:0.4 entropy:3.186 +2026-01-31 00:10:19 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:918.50 total_reward_ma:932.85 loss:-0.01461 fps:532.4 +frame:2.16e+06 wall_t:4057 t:135000 epi:nan +opt_step:674880 lr:0.0002623 clip_eps:0.4 entropy:3.405 +2026-01-31 00:10:38 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:918.50 total_reward_ma:933.87 loss:-0.005274 fps:532.4 +frame:2.17e+06 wall_t:4076 t:135625 epi:nan +opt_step:678080 lr:0.0002608 clip_eps:0.4 entropy:3.419 +2026-01-31 00:10:56 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:926.47 total_reward_ma:934.84 loss:-0.01538 fps:532.5 +frame:2.18e+06 wall_t:4094 t:136250 epi:nan +opt_step:681120 lr:0.0002594 clip_eps:0.4 entropy:3.419 +2026-01-31 00:11:16 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:944.68 total_reward_ma:935.98 loss:-0.02363 fps:532.3 +frame:2.19e+06 wall_t:4114 t:136875 epi:nan +opt_step:684320 lr:0.000258 clip_eps:0.4 entropy:3.404 +2026-01-31 00:11:33 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:934.09 total_reward_ma:937.09 loss:0.01199 fps:532.4 +frame:2.20e+06 wall_t:4132 t:137500 epi:nan +opt_step:687360 lr:0.0002566 clip_eps:0.4 entropy:3.142 +2026-01-31 00:11:52 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:939.49 total_reward_ma:938.24 loss:0.04562 fps:532.4 +frame:2.21e+06 wall_t:4151 t:138125 epi:nan +opt_step:690560 lr:0.0002551 clip_eps:0.4 entropy:3.126 +2026-01-31 00:12:11 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:943.57 total_reward_ma:939.27 loss:0.004061 fps:532.4 +frame:2.22e+06 wall_t:4170 t:138750 epi:nan +opt_step:693600 lr:0.0002537 clip_eps:0.4 entropy:2.871 +2026-01-31 00:12:30 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:958.21 total_reward_ma:940.28 loss:-0.01879 fps:532.3 +frame:2.23e+06 wall_t:4189 t:139375 epi:nan +opt_step:696800 lr:0.0002523 clip_eps:0.4 entropy:3.374 +2026-01-31 00:12:49 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:958.21 total_reward_ma:940.94 loss:-0.02322 fps:532.3 +frame:2.24e+06 wall_t:4208 t:140000 epi:nan +opt_step:700000 lr:0.0002508 clip_eps:0.4 entropy:3.311 +2026-01-31 00:13:08 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:962.72 total_reward_ma:941.34 loss:-0.009145 fps:532.4 +frame:2.25e+06 wall_t:4226 t:140625 epi:nan +opt_step:703040 lr:0.0002494 clip_eps:0.4 entropy:3.419 +2026-01-31 00:13:27 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:966.02 total_reward_ma:941.44 loss:-0.01834 fps:532.3 +frame:2.26e+06 wall_t:4246 t:141250 epi:nan +opt_step:706240 lr:0.000248 clip_eps:0.4 entropy:3.419 +2026-01-31 00:13:45 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:961.60 total_reward_ma:941.29 loss:0.003097 fps:532.4 +frame:2.27e+06 wall_t:4264 t:141875 epi:nan +opt_step:709280 lr:0.0002466 clip_eps:0.4 entropy:2.92 +2026-01-31 00:14:04 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:906.65 total_reward_ma:940.60 loss:-0.02231 fps:532.3 +frame:2.28e+06 wall_t:4283 t:142500 epi:nan +opt_step:712480 lr:0.0002451 clip_eps:0.4 entropy:3.306 +2026-01-31 00:14:23 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:798.98 total_reward_ma:938.77 loss:-0.01347 fps:532.3 +frame:2.29e+06 wall_t:4302 t:143125 epi:nan +opt_step:715520 lr:0.0002437 clip_eps:0.4 entropy:3.405 +2026-01-31 00:14:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:763.14 total_reward_ma:936.56 loss:-0.02493 fps:532.4 +frame:2.30e+06 wall_t:4320 t:143750 epi:nan +opt_step:718720 lr:0.0002423 clip_eps:0.4 entropy:3.342 +2026-01-31 00:15:00 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:699.59 total_reward_ma:933.71 loss:0.003846 fps:532.4 +frame:2.31e+06 wall_t:4339 t:144375 epi:nan +opt_step:721760 lr:0.0002409 clip_eps:0.4 entropy:3.344 +2026-01-31 00:15:19 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:692.90 total_reward_ma:930.90 loss:-0.001008 fps:532.4 +frame:2.32e+06 wall_t:4358 t:145000 epi:nan +opt_step:724960 lr:0.0002394 clip_eps:0.4 entropy:3.104 +2026-01-31 00:15:38 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:677.19 total_reward_ma:927.93 loss:-0.01512 fps:532.3 +frame:2.33e+06 wall_t:4377 t:145625 epi:nan +opt_step:728000 lr:0.000238 clip_eps:0.4 entropy:3.419 +2026-01-31 00:15:57 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:681.61 total_reward_ma:925.00 loss:-0.02018 fps:532.4 +frame:2.34e+06 wall_t:4395 t:146250 epi:nan +opt_step:731200 lr:0.0002366 clip_eps:0.4 entropy:3.419 +2026-01-31 00:16:15 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:712.75 total_reward_ma:922.39 loss:-0.00813 fps:532.4 +frame:2.35e+06 wall_t:4414 t:146875 epi:nan +opt_step:734240 lr:0.0002352 clip_eps:0.4 entropy:3.259 +2026-01-31 00:16:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:752.31 total_reward_ma:920.19 loss:0.04536 fps:532.4 +frame:2.36e+06 wall_t:4433 t:147500 epi:nan +opt_step:737440 lr:0.0002337 clip_eps:0.4 entropy:2.571 +2026-01-31 00:16:53 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:799.45 total_reward_ma:918.46 loss:0.01256 fps:532.5 +frame:2.37e+06 wall_t:4451 t:148125 epi:nan +opt_step:740480 lr:0.0002323 clip_eps:0.4 entropy:3.071 +2026-01-31 00:17:12 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:859.68 total_reward_ma:917.39 loss:-0.02384 fps:532.4 +frame:2.38e+06 wall_t:4470 t:148750 epi:nan +opt_step:743680 lr:0.0002309 clip_eps:0.4 entropy:3.077 +2026-01-31 00:17:30 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:891.10 total_reward_ma:916.72 loss:-0.0184 fps:532.4 +frame:2.39e+06 wall_t:4489 t:149375 epi:nan +opt_step:746720 lr:0.0002295 clip_eps:0.4 entropy:3.3 +2026-01-31 00:17:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:905.69 total_reward_ma:916.17 loss:-0.003961 fps:532.4 +frame:2.40e+06 wall_t:4508 t:150000 epi:nan +opt_step:749920 lr:0.000228 clip_eps:0.4 entropy:3.308 +2026-01-31 00:18:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:951.97 total_reward_ma:916.00 loss:-0.009989 fps:532.4 +frame:2.41e+06 wall_t:4527 t:150625 epi:nan +opt_step:753120 lr:0.0002266 clip_eps:0.4 entropy:3.246 +2026-01-31 00:18:27 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:942.91 total_reward_ma:915.92 loss:-0.02351 fps:532.5 +frame:2.42e+06 wall_t:4545 t:151250 epi:nan +opt_step:756160 lr:0.0002252 clip_eps:0.4 entropy:3.288 +2026-01-31 00:18:46 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:950.56 total_reward_ma:915.91 loss:-0.02896 fps:532.3 +frame:2.43e+06 wall_t:4565 t:151875 epi:nan +opt_step:759360 lr:0.0002237 clip_eps:0.4 entropy:3.087 +2026-01-31 00:19:04 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:959.55 total_reward_ma:916.07 loss:0.0009065 fps:532.4 +frame:2.44e+06 wall_t:4583 t:152500 epi:nan +opt_step:762400 lr:0.0002223 clip_eps:0.4 entropy:3.005 +2026-01-31 00:19:23 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:955.05 total_reward_ma:916.43 loss:0.009043 fps:532.4 +frame:2.45e+06 wall_t:4602 t:153125 epi:nan +opt_step:765600 lr:0.0002209 clip_eps:0.4 entropy:3.274 +2026-01-31 00:19:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:957.03 total_reward_ma:916.81 loss:-0.001939 fps:532.4 +frame:2.46e+06 wall_t:4621 t:153750 epi:nan +opt_step:768640 lr:0.0002195 clip_eps:0.4 entropy:3.308 +2026-01-31 00:20:01 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:953.60 total_reward_ma:917.10 loss:-0.004159 fps:532.3 +frame:2.47e+06 wall_t:4640 t:154375 epi:nan +opt_step:771840 lr:0.000218 clip_eps:0.4 entropy:3.419 +2026-01-31 00:20:19 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:947.50 total_reward_ma:917.29 loss:-0.01517 fps:532.4 +frame:2.48e+06 wall_t:4658 t:155000 epi:nan +opt_step:774880 lr:0.0002167 clip_eps:0.4 entropy:3.406 +2026-01-31 00:20:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:956.87 total_reward_ma:917.87 loss:-0.006265 fps:532.4 +frame:2.49e+06 wall_t:4677 t:155625 epi:nan +opt_step:778080 lr:0.0002152 clip_eps:0.4 entropy:3.122 +2026-01-31 00:20:57 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:956.87 total_reward_ma:918.88 loss:3.245e-05 fps:532.4 +frame:2.50e+06 wall_t:4696 t:156250 epi:nan +opt_step:781120 lr:0.0002138 clip_eps:0.4 entropy:3.248 +2026-01-31 00:21:16 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:956.87 total_reward_ma:919.66 loss:0.001152 fps:532.3 +frame:2.51e+06 wall_t:4715 t:156875 epi:nan +opt_step:784320 lr:0.0002124 clip_eps:0.4 entropy:3.417 +2026-01-31 00:21:34 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:966.83 total_reward_ma:920.59 loss:-0.01873 fps:532.4 +frame:2.52e+06 wall_t:4733 t:157500 epi:nan +opt_step:787360 lr:0.000211 clip_eps:0.4 entropy:3.351 +2026-01-31 00:21:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:973.99 total_reward_ma:921.56 loss:-0.01386 fps:532.4 +frame:2.53e+06 wall_t:4752 t:158125 epi:nan +opt_step:790560 lr:0.0002095 clip_eps:0.4 entropy:3.419 +2026-01-31 00:22:12 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:973.99 total_reward_ma:922.26 loss:-0.0009553 fps:532.5 +frame:2.54e+06 wall_t:4770 t:158750 epi:nan +opt_step:793600 lr:0.0002081 clip_eps:0.4 entropy:3.355 +2026-01-31 00:22:31 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:981.40 total_reward_ma:923.13 loss:0.005493 fps:532.5 +frame:2.55e+06 wall_t:4789 t:159375 epi:nan +opt_step:796800 lr:0.0002067 clip_eps:0.4 entropy:3.111 +2026-01-31 00:22:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:981.40 total_reward_ma:924.08 loss:-0.01904 fps:532.3 +frame:2.56e+06 wall_t:4809 t:160000 epi:nan +opt_step:800000 lr:0.0002052 clip_eps:0.4 entropy:3.352 +2026-01-31 00:23:08 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:993.90 total_reward_ma:925.14 loss:-0.01127 fps:532.4 +frame:2.57e+06 wall_t:4827 t:160625 epi:nan +opt_step:803040 lr:0.0002038 clip_eps:0.4 entropy:3.419 +2026-01-31 00:23:27 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:925.86 loss:-0.01183 fps:532.4 +frame:2.58e+06 wall_t:4846 t:161250 epi:nan +opt_step:806240 lr:0.0002024 clip_eps:0.4 entropy:3.251 +2026-01-31 00:23:45 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:926.46 loss:-0.007562 fps:532.5 +frame:2.59e+06 wall_t:4864 t:161875 epi:nan +opt_step:809280 lr:0.000201 clip_eps:0.4 entropy:3.19 +2026-01-31 00:24:05 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:926.75 loss:-0.005401 fps:532.4 +frame:2.60e+06 wall_t:4884 t:162500 epi:nan +opt_step:812480 lr:0.0001995 clip_eps:0.4 entropy:3.212 +2026-01-31 00:24:23 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:926.96 loss:-0.01032 fps:532.4 +frame:2.61e+06 wall_t:4902 t:163125 epi:nan +opt_step:815520 lr:0.0001981 clip_eps:0.4 entropy:3.349 +2026-01-31 00:24:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:927.30 loss:-0.01823 fps:532.4 +frame:2.62e+06 wall_t:4921 t:163750 epi:nan +opt_step:818720 lr:0.0001967 clip_eps:0.4 entropy:3.419 +2026-01-31 00:25:00 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:927.64 loss:-0.005884 fps:532.5 +frame:2.63e+06 wall_t:4939 t:164375 epi:nan +opt_step:821760 lr:0.0001953 clip_eps:0.4 entropy:3.045 +2026-01-31 00:25:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:928.05 loss:-0.02275 fps:532.5 +frame:2.64e+06 wall_t:4958 t:165000 epi:nan +opt_step:824960 lr:0.0001938 clip_eps:0.4 entropy:3.419 +2026-01-31 00:25:38 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:998.66 total_reward_ma:928.34 loss:-0.002492 fps:532.4 +frame:2.65e+06 wall_t:4977 t:165625 epi:nan +opt_step:828000 lr:0.0001924 clip_eps:0.4 entropy:3.381 +2026-01-31 00:25:57 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.20 total_reward_ma:928.53 loss:0.01813 fps:532.4 +frame:2.66e+06 wall_t:4996 t:166250 epi:nan +opt_step:831200 lr:0.000191 clip_eps:0.4 entropy:3.314 +2026-01-31 00:26:16 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:986.65 total_reward_ma:928.63 loss:-0.001959 fps:532.4 +frame:2.67e+06 wall_t:5015 t:166875 epi:nan +opt_step:834240 lr:0.0001896 clip_eps:0.4 entropy:3.102 +2026-01-31 00:26:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:986.65 total_reward_ma:928.73 loss:-0.00699 fps:532.5 +frame:2.68e+06 wall_t:5033 t:167500 epi:nan +opt_step:837440 lr:0.0001881 clip_eps:0.4 entropy:2.823 +2026-01-31 00:26:53 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:986.65 total_reward_ma:928.83 loss:0.007909 fps:532.6 +frame:2.69e+06 wall_t:5051 t:168125 epi:nan +opt_step:840480 lr:0.0001867 clip_eps:0.4 entropy:3.047 +2026-01-31 00:27:12 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:976.72 total_reward_ma:928.83 loss:-0.02528 fps:532.4 +frame:2.70e+06 wall_t:5071 t:168750 epi:nan +opt_step:843680 lr:0.0001853 clip_eps:0.4 entropy:3.144 +2026-01-31 00:27:30 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:953.12 total_reward_ma:928.60 loss:0.009016 fps:532.5 +frame:2.71e+06 wall_t:5089 t:169375 epi:nan +opt_step:846720 lr:0.0001839 clip_eps:0.4 entropy:2.588 +2026-01-31 00:27:49 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:953.12 total_reward_ma:928.24 loss:0.03801 fps:532.5 +frame:2.72e+06 wall_t:5108 t:170000 epi:nan +opt_step:849920 lr:0.0001824 clip_eps:0.4 entropy:2.581 +2026-01-31 00:28:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:953.12 total_reward_ma:927.88 loss:0.04229 fps:532.5 +frame:2.73e+06 wall_t:5127 t:170625 epi:nan +opt_step:853120 lr:0.000181 clip_eps:0.4 entropy:3.055 +2026-01-31 00:28:28 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:943.19 total_reward_ma:927.36 loss:0.0129 fps:532.5 +frame:2.74e+06 wall_t:5146 t:171250 epi:nan +opt_step:856160 lr:0.0001796 clip_eps:0.4 entropy:2.278 +2026-01-31 00:28:46 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:944.53 total_reward_ma:926.85 loss:0.007748 fps:532.4 +frame:2.75e+06 wall_t:5165 t:171875 epi:nan +opt_step:859360 lr:0.0001781 clip_eps:0.4 entropy:2.931 +2026-01-31 00:29:04 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:956.54 total_reward_ma:926.80 loss:-0.01327 fps:532.5 +frame:2.76e+06 wall_t:5183 t:172500 epi:nan +opt_step:862400 lr:0.0001767 clip_eps:0.4 entropy:3.087 +2026-01-31 00:29:24 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:942.03 total_reward_ma:926.70 loss:-0.009038 fps:532.4 +frame:2.77e+06 wall_t:5203 t:173125 epi:nan +opt_step:865600 lr:0.0001753 clip_eps:0.4 entropy:2.748 +2026-01-31 00:29:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:920.89 total_reward_ma:926.72 loss:0.009419 fps:532.6 +frame:2.78e+06 wall_t:5220 t:173750 epi:nan +opt_step:868640 lr:0.0001739 clip_eps:0.4 entropy:3.337 +2026-01-31 00:30:01 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:921.90 total_reward_ma:927.10 loss:0.006959 fps:532.4 +frame:2.79e+06 wall_t:5240 t:174375 epi:nan +opt_step:871840 lr:0.0001724 clip_eps:0.4 entropy:2.7 +2026-01-31 00:30:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:927.78 total_reward_ma:927.69 loss:-0.008747 fps:532.5 +frame:2.80e+06 wall_t:5258 t:175000 epi:nan +opt_step:874880 lr:0.0001711 clip_eps:0.4 entropy:2.897 +2026-01-31 00:30:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:935.76 total_reward_ma:928.32 loss:-0.008067 fps:532.4 +frame:2.81e+06 wall_t:5278 t:175625 epi:nan +opt_step:878080 lr:0.0001696 clip_eps:0.4 entropy:2.77 +2026-01-31 00:30:57 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:935.76 total_reward_ma:928.95 loss:0.01473 fps:532.5 +frame:2.82e+06 wall_t:5296 t:176250 epi:nan +opt_step:881120 lr:0.0001682 clip_eps:0.4 entropy:2.342 +2026-01-31 00:31:16 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:935.76 total_reward_ma:929.58 loss:0.01375 fps:532.5 +frame:2.83e+06 wall_t:5315 t:176875 epi:nan +opt_step:884320 lr:0.0001668 clip_eps:0.4 entropy:2.701 +2026-01-31 00:31:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:926.61 total_reward_ma:930.10 loss:0.02086 fps:532.4 +frame:2.84e+06 wall_t:5334 t:177500 epi:nan +opt_step:887360 lr:0.0001654 clip_eps:0.4 entropy:2.81 +2026-01-31 00:31:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:918.56 total_reward_ma:930.31 loss:0.05009 fps:532.5 +frame:2.85e+06 wall_t:5352 t:178125 epi:nan +opt_step:890560 lr:0.0001639 clip_eps:0.4 entropy:1.953 +2026-01-31 00:32:12 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:921.87 total_reward_ma:930.45 loss:0.0296 fps:532.5 +frame:2.86e+06 wall_t:5371 t:178750 epi:nan +opt_step:893600 lr:0.0001625 clip_eps:0.4 entropy:2.229 +2026-01-31 00:32:32 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:945.60 total_reward_ma:930.51 loss:0.02931 fps:532.5 +frame:2.87e+06 wall_t:5390 t:179375 epi:nan +opt_step:896800 lr:0.0001611 clip_eps:0.4 entropy:2.22 +2026-01-31 00:32:51 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:954.52 total_reward_ma:930.58 loss:0.02755 fps:532.3 +frame:2.88e+06 wall_t:5410 t:180000 epi:nan +opt_step:900000 lr:0.0001596 clip_eps:0.4 entropy:2.031 +2026-01-31 00:33:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:954.52 total_reward_ma:930.37 loss:0.00406 fps:532.4 +frame:2.89e+06 wall_t:5428 t:180625 epi:nan +opt_step:903040 lr:0.0001582 clip_eps:0.4 entropy:1.843 +2026-01-31 00:33:28 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:964.26 total_reward_ma:930.10 loss:0.006643 fps:532.4 +frame:2.90e+06 wall_t:5447 t:181250 epi:nan +opt_step:906240 lr:0.0001568 clip_eps:0.4 entropy:2.184 +2026-01-31 00:33:47 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:964.26 total_reward_ma:929.84 loss:0.05909 fps:532.4 +frame:2.91e+06 wall_t:5466 t:181875 epi:nan +opt_step:909280 lr:0.0001554 clip_eps:0.4 entropy:2.057 +2026-01-31 00:34:06 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:964.26 total_reward_ma:929.57 loss:0.03416 fps:532.5 +frame:2.92e+06 wall_t:5484 t:182500 epi:nan +opt_step:912480 lr:0.0001539 clip_eps:0.4 entropy:2.726 +2026-01-31 00:34:24 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:974.33 total_reward_ma:929.51 loss:0.07948 fps:532.5 +frame:2.93e+06 wall_t:5502 t:183125 epi:nan +opt_step:915520 lr:0.0001525 clip_eps:0.4 entropy:2.34 +2026-01-31 00:34:43 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:979.93 total_reward_ma:930.29 loss:0.0255 fps:532.4 +frame:2.94e+06 wall_t:5522 t:183750 epi:nan +opt_step:918720 lr:0.0001511 clip_eps:0.4 entropy:2.415 +2026-01-31 00:35:02 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:987.98 total_reward_ma:931.20 loss:0.01879 fps:532.5 +frame:2.95e+06 wall_t:5540 t:184375 epi:nan +opt_step:921760 lr:0.0001497 clip_eps:0.4 entropy:2.37 +2026-01-31 00:35:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:996.59 total_reward_ma:932.19 loss:0.042 fps:532.5 +frame:2.96e+06 wall_t:5559 t:185000 epi:nan +opt_step:924960 lr:0.0001482 clip_eps:0.4 entropy:2.441 +2026-01-31 00:35:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:996.59 total_reward_ma:933.19 loss:0.06583 fps:532.4 +frame:2.97e+06 wall_t:5578 t:185625 epi:nan +opt_step:928000 lr:0.0001468 clip_eps:0.4 entropy:2.253 +2026-01-31 00:35:58 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:996.59 total_reward_ma:934.18 loss:0.06856 fps:532.4 +frame:2.98e+06 wall_t:5597 t:186250 epi:nan +opt_step:931200 lr:0.0001454 clip_eps:0.4 entropy:1.963 +2026-01-31 00:36:16 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:996.59 total_reward_ma:935.18 loss:0.03258 fps:532.5 +frame:2.99e+06 wall_t:5615 t:186875 epi:nan +opt_step:934240 lr:0.000144 clip_eps:0.4 entropy:2.003 +2026-01-31 00:36:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:996.59 total_reward_ma:936.26 loss:0.03712 fps:532.5 +frame:3.00e+06 wall_t:5634 t:187500 epi:nan +opt_step:937440 lr:0.0001425 clip_eps:0.4 entropy:2.049 +2026-01-31 00:36:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:996.59 total_reward_ma:937.44 loss:0.04493 fps:532.5 +frame:3.01e+06 wall_t:5653 t:188125 epi:nan +opt_step:940480 lr:0.0001411 clip_eps:0.4 entropy:1.778 +2026-01-31 00:37:13 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:996.59 total_reward_ma:938.52 loss:0.01077 fps:532.5 +frame:3.02e+06 wall_t:5671 t:188750 epi:nan +opt_step:943680 lr:0.0001397 clip_eps:0.4 entropy:1.849 +2026-01-31 00:37:31 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:986.98 total_reward_ma:938.91 loss:0.01905 fps:532.5 +frame:3.03e+06 wall_t:5690 t:189375 epi:nan +opt_step:946720 lr:0.0001383 clip_eps:0.4 entropy:1.932 +2026-01-31 00:37:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:969.09 total_reward_ma:938.93 loss:0.007641 fps:532.5 +frame:3.04e+06 wall_t:5709 t:190000 epi:nan +opt_step:949920 lr:0.0001368 clip_eps:0.4 entropy:2.772 +2026-01-31 00:38:10 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:960.18 total_reward_ma:938.71 loss:0.0008383 fps:532.5 +frame:3.05e+06 wall_t:5728 t:190625 epi:nan +opt_step:953120 lr:0.0001354 clip_eps:0.4 entropy:2.429 +2026-01-31 00:38:28 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:954.20 total_reward_ma:938.44 loss:0.0001006 fps:532.5 +frame:3.06e+06 wall_t:5746 t:191250 epi:nan +opt_step:956160 lr:0.000134 clip_eps:0.4 entropy:2.783 +2026-01-31 00:38:46 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:954.20 total_reward_ma:938.18 loss:0.02856 fps:532.5 +frame:3.07e+06 wall_t:5765 t:191875 epi:nan +opt_step:959360 lr:0.0001325 clip_eps:0.4 entropy:1.43 +2026-01-31 00:39:05 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:954.20 total_reward_ma:937.91 loss:0.1059 fps:532.5 +frame:3.08e+06 wall_t:5784 t:192500 epi:nan +opt_step:962400 lr:0.0001311 clip_eps:0.4 entropy:0.5668 +2026-01-31 00:39:24 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:954.20 total_reward_ma:937.86 loss:0.05173 fps:532.5 +frame:3.09e+06 wall_t:5803 t:193125 epi:nan +opt_step:965600 lr:0.0001297 clip_eps:0.4 entropy:1.077 +2026-01-31 00:39:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:954.20 total_reward_ma:937.80 loss:0.0475 fps:532.6 +frame:3.10e+06 wall_t:5821 t:193750 epi:nan +opt_step:968640 lr:0.0001283 clip_eps:0.4 entropy:1.475 +2026-01-31 00:40:02 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:954.20 total_reward_ma:937.84 loss:0.02548 fps:532.5 +frame:3.11e+06 wall_t:5840 t:194375 epi:nan +opt_step:971840 lr:0.0001268 clip_eps:0.4 entropy:1.78 +2026-01-31 00:40:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:954.20 total_reward_ma:937.94 loss:0.03419 fps:532.5 +frame:3.12e+06 wall_t:5859 t:195000 epi:nan +opt_step:974880 lr:0.0001255 clip_eps:0.4 entropy:1.566 +2026-01-31 00:40:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:963.81 total_reward_ma:938.32 loss:0.05248 fps:532.5 +frame:3.13e+06 wall_t:5878 t:195625 epi:nan +opt_step:978080 lr:0.000124 clip_eps:0.4 entropy:1.84 +2026-01-31 00:40:57 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:994.02 total_reward_ma:939.00 loss:-0.005243 fps:532.6 +frame:3.14e+06 wall_t:5896 t:196250 epi:nan +opt_step:981120 lr:0.0001226 clip_eps:0.4 entropy:2.481 +2026-01-31 00:41:17 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:994.02 total_reward_ma:939.68 loss:0.02686 fps:532.5 +frame:3.15e+06 wall_t:5916 t:196875 epi:nan +opt_step:984320 lr:0.0001212 clip_eps:0.4 entropy:1.609 +2026-01-31 00:41:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:992.62 total_reward_ma:940.42 loss:0.01972 fps:532.5 +frame:3.16e+06 wall_t:5934 t:197500 epi:nan +opt_step:987360 lr:0.0001198 clip_eps:0.4 entropy:2.287 +2026-01-31 00:41:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:988.01 total_reward_ma:941.11 loss:-0.02714 fps:532.5 +frame:3.17e+06 wall_t:5953 t:198125 epi:nan +opt_step:990560 lr:0.0001183 clip_eps:0.4 entropy:1.805 +2026-01-31 00:42:13 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:975.64 total_reward_ma:941.61 loss:-0.004737 fps:532.6 +frame:3.18e+06 wall_t:5971 t:198750 epi:nan +opt_step:993600 lr:0.0001169 clip_eps:0.4 entropy:1.777 +2026-01-31 00:42:32 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:974.93 total_reward_ma:941.91 loss:-0.01193 fps:532.6 +frame:3.19e+06 wall_t:5990 t:199375 epi:nan +opt_step:996800 lr:0.0001155 clip_eps:0.4 entropy:2.375 +2026-01-31 00:42:51 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:967.06 total_reward_ma:942.24 loss:0.03399 fps:532.5 +frame:3.20e+06 wall_t:6009 t:200000 epi:nan +opt_step:1e+06 lr:0.000114 clip_eps:0.4 entropy:1.139 +2026-01-31 00:43:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:967.06 total_reward_ma:942.51 loss:0.04674 fps:532.5 +frame:3.21e+06 wall_t:6028 t:200625 epi:nan +opt_step:1.00304e+06 lr:0.0001126 clip_eps:0.4 entropy:1.762 +2026-01-31 00:43:29 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:943.80 total_reward_ma:942.52 loss:-0.01215 fps:532.5 +frame:3.22e+06 wall_t:6047 t:201250 epi:nan +opt_step:1.00624e+06 lr:0.0001112 clip_eps:0.4 entropy:1.686 +2026-01-31 00:43:47 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:938.52 total_reward_ma:942.32 loss:0.04032 fps:532.6 +frame:3.23e+06 wall_t:6065 t:201875 epi:nan +opt_step:1.00928e+06 lr:0.0001098 clip_eps:0.4 entropy:1.619 +2026-01-31 00:44:05 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:931.42 total_reward_ma:942.05 loss:0.07707 fps:532.5 +frame:3.24e+06 wall_t:6084 t:202500 epi:nan +opt_step:1.01248e+06 lr:0.0001083 clip_eps:0.4 entropy:1.865 +2026-01-31 00:44:24 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:931.42 total_reward_ma:941.74 loss:0.04255 fps:532.5 +frame:3.25e+06 wall_t:6103 t:203125 epi:nan +opt_step:1.01552e+06 lr:0.0001069 clip_eps:0.4 entropy:1.321 +2026-01-31 00:44:43 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:941.52 total_reward_ma:941.49 loss:0.05029 fps:532.5 +frame:3.26e+06 wall_t:6122 t:203750 epi:nan +opt_step:1.01872e+06 lr:0.0001055 clip_eps:0.4 entropy:1.159 +2026-01-31 00:45:01 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:943.41 total_reward_ma:941.31 loss:0.007843 fps:532.6 +frame:3.27e+06 wall_t:6140 t:204375 epi:nan +opt_step:1.02176e+06 lr:0.0001041 clip_eps:0.4 entropy:1.634 +2026-01-31 00:45:21 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:936.83 total_reward_ma:941.61 loss:0.01648 fps:532.6 +frame:3.28e+06 wall_t:6159 t:205000 epi:nan +opt_step:1.02496e+06 lr:0.0001026 clip_eps:0.4 entropy:2.226 +2026-01-31 00:45:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:936.83 total_reward_ma:942.99 loss:0.02894 fps:532.5 +frame:3.29e+06 wall_t:6178 t:205625 epi:nan +opt_step:1.028e+06 lr:0.0001012 clip_eps:0.4 entropy:1.463 +2026-01-31 00:45:58 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:944.70 total_reward_ma:944.81 loss:0.02278 fps:532.5 +frame:3.30e+06 wall_t:6197 t:206250 epi:nan +opt_step:1.0312e+06 lr:9.977e-05 clip_eps:0.4 entropy:0.6432 +2026-01-31 00:46:16 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:944.70 total_reward_ma:947.26 loss:0.04438 fps:532.6 +frame:3.31e+06 wall_t:6215 t:206875 epi:nan +opt_step:1.03424e+06 lr:9.839e-05 clip_eps:0.4 entropy:0.9778 +2026-01-31 00:46:36 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:973.24 total_reward_ma:950.06 loss:0.06288 fps:532.5 +frame:3.32e+06 wall_t:6235 t:207500 epi:nan +opt_step:1.03744e+06 lr:9.693e-05 clip_eps:0.4 entropy:0.8852 +2026-01-31 00:46:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:973.24 total_reward_ma:953.02 loss:0.0686 fps:532.6 +frame:3.33e+06 wall_t:6252 t:208125 epi:nan +opt_step:1.04048e+06 lr:9.554e-05 clip_eps:0.4 entropy:0.7908 +2026-01-31 00:47:13 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:980.34 total_reward_ma:956.01 loss:0.06998 fps:532.6 +frame:3.34e+06 wall_t:6271 t:208750 epi:nan +opt_step:1.04368e+06 lr:9.408e-05 clip_eps:0.4 entropy:0.3601 +2026-01-31 00:47:32 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:980.34 total_reward_ma:958.69 loss:0.05387 fps:532.6 +frame:3.35e+06 wall_t:6290 t:209375 epi:nan +opt_step:1.04672e+06 lr:9.27e-05 clip_eps:0.4 entropy:0.6399 +2026-01-31 00:47:51 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:980.34 total_reward_ma:960.97 loss:-0.02465 fps:532.5 +frame:3.36e+06 wall_t:6310 t:210000 epi:nan +opt_step:1.04992e+06 lr:9.124e-05 clip_eps:0.4 entropy:0.6792 +2026-01-31 00:48:10 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:980.59 total_reward_ma:962.78 loss:0.05158 fps:532.5 +frame:3.37e+06 wall_t:6329 t:210625 epi:nan +opt_step:1.05312e+06 lr:8.978e-05 clip_eps:0.4 entropy:0.4647 +2026-01-31 00:48:28 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:964.18 loss:0.02101 fps:532.5 +frame:3.38e+06 wall_t:6347 t:211250 epi:nan +opt_step:1.05616e+06 lr:8.839e-05 clip_eps:0.4 entropy:1.231 +2026-01-31 00:48:48 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:965.27 loss:-0.005963 fps:532.4 +frame:3.39e+06 wall_t:6367 t:211875 epi:nan +opt_step:1.05936e+06 lr:8.693e-05 clip_eps:0.4 entropy:1.173 +2026-01-31 00:49:06 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:966.21 loss:-0.02399 fps:532.5 +frame:3.40e+06 wall_t:6385 t:212500 epi:nan +opt_step:1.0624e+06 lr:8.555e-05 clip_eps:0.4 entropy:1.947 +2026-01-31 00:49:25 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:966.69 loss:-0.01079 fps:532.5 +frame:3.41e+06 wall_t:6404 t:213125 epi:nan +opt_step:1.0656e+06 lr:8.409e-05 clip_eps:0.4 entropy:1.387 +2026-01-31 00:49:44 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:967.26 loss:-0.009245 fps:532.5 +frame:3.42e+06 wall_t:6423 t:213750 epi:nan +opt_step:1.06864e+06 lr:8.27e-05 clip_eps:0.4 entropy:1.998 +2026-01-31 00:50:03 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:967.76 loss:0.0006792 fps:532.4 +frame:3.43e+06 wall_t:6442 t:214375 epi:nan +opt_step:1.07184e+06 lr:8.124e-05 clip_eps:0.4 entropy:1.9 +2026-01-31 00:50:21 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:968.16 loss:0.02179 fps:532.5 +frame:3.44e+06 wall_t:6460 t:215000 epi:nan +opt_step:1.07488e+06 lr:7.985e-05 clip_eps:0.4 entropy:1.27 +2026-01-31 00:50:41 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:968.61 loss:-0.00315 fps:532.5 +frame:3.45e+06 wall_t:6479 t:215625 epi:nan +opt_step:1.07808e+06 lr:7.84e-05 clip_eps:0.4 entropy:1.76 +2026-01-31 00:50:59 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:969.04 loss:0.0004284 fps:532.5 +frame:3.46e+06 wall_t:6498 t:216250 epi:nan +opt_step:1.08112e+06 lr:7.701e-05 clip_eps:0.4 entropy:1.888 +2026-01-31 00:51:18 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:969.51 loss:-0.01224 fps:532.5 +frame:3.47e+06 wall_t:6517 t:216875 epi:nan +opt_step:1.08432e+06 lr:7.555e-05 clip_eps:0.4 entropy:1.626 +2026-01-31 00:51:36 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:970.03 loss:-0.01266 fps:532.5 +frame:3.48e+06 wall_t:6535 t:217500 epi:nan +opt_step:1.08736e+06 lr:7.416e-05 clip_eps:0.4 entropy:1.812 +2026-01-31 00:51:56 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:970.46 loss:0.009492 fps:532.4 +frame:3.49e+06 wall_t:6555 t:218125 epi:nan +opt_step:1.09056e+06 lr:7.27e-05 clip_eps:0.4 entropy:1.736 +2026-01-31 00:52:14 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:970.89 loss:-0.02505 fps:532.6 +frame:3.50e+06 wall_t:6572 t:218750 epi:nan +opt_step:1.0936e+06 lr:7.132e-05 clip_eps:0.4 entropy:1.879 +2026-01-31 00:52:33 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:971.32 loss:-0.006003 fps:532.5 +frame:3.51e+06 wall_t:6592 t:219375 epi:nan +opt_step:1.0968e+06 lr:6.986e-05 clip_eps:0.4 entropy:1.161 +2026-01-31 00:52:52 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:971.66 loss:-0.01253 fps:532.4 +frame:3.52e+06 wall_t:6611 t:220000 epi:nan +opt_step:1.1e+06 lr:6.84e-05 clip_eps:0.4 entropy:2.105 +2026-01-31 00:53:11 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:971.92 loss:-0.006945 fps:532.4 +frame:3.53e+06 wall_t:6630 t:220625 epi:nan +opt_step:1.10304e+06 lr:6.701e-05 clip_eps:0.4 entropy:1.652 +2026-01-31 00:53:30 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.18 loss:0.00914 fps:532.4 +frame:3.54e+06 wall_t:6649 t:221250 epi:nan +opt_step:1.10624e+06 lr:6.555e-05 clip_eps:0.4 entropy:1.307 +2026-01-31 00:53:48 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.36 loss:0.02701 fps:532.5 +frame:3.55e+06 wall_t:6667 t:221875 epi:nan +opt_step:1.10928e+06 lr:6.417e-05 clip_eps:0.4 entropy:1.523 +2026-01-31 00:54:08 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.55 loss:-0.01228 fps:532.4 +frame:3.56e+06 wall_t:6687 t:222500 epi:nan +opt_step:1.11248e+06 lr:6.271e-05 clip_eps:0.4 entropy:1.509 +2026-01-31 00:54:26 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.61 loss:0.002419 fps:532.5 +frame:3.57e+06 wall_t:6704 t:223125 epi:nan +opt_step:1.11552e+06 lr:6.132e-05 clip_eps:0.4 entropy:1.668 +2026-01-31 00:54:45 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.61 loss:-0.02505 fps:532.5 +frame:3.58e+06 wall_t:6723 t:223750 epi:nan +opt_step:1.11872e+06 lr:5.986e-05 clip_eps:0.4 entropy:1.718 +2026-01-31 00:55:04 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.61 loss:-0.01731 fps:532.5 +frame:3.59e+06 wall_t:6742 t:224375 epi:nan +opt_step:1.12176e+06 lr:5.848e-05 clip_eps:0.4 entropy:2.005 +2026-01-31 00:55:23 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.61 loss:-0.0111 fps:532.5 +frame:3.60e+06 wall_t:6761 t:225000 epi:nan +opt_step:1.12496e+06 lr:5.702e-05 clip_eps:0.4 entropy:1.926 +2026-01-31 00:55:41 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.61 loss:-0.01112 fps:532.4 +frame:3.61e+06 wall_t:6780 t:225625 epi:nan +opt_step:1.128e+06 lr:5.563e-05 clip_eps:0.4 entropy:2.004 +2026-01-31 00:56:00 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.61 loss:-0.006211 fps:532.4 +frame:3.62e+06 wall_t:6799 t:226250 epi:nan +opt_step:1.1312e+06 lr:5.417e-05 clip_eps:0.4 entropy:2.04 +2026-01-31 00:56:19 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.61 loss:-0.01233 fps:532.4 +frame:3.63e+06 wall_t:6818 t:226875 epi:nan +opt_step:1.13424e+06 lr:5.279e-05 clip_eps:0.4 entropy:2.485 +2026-01-31 00:56:37 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.61 loss:-0.0197 fps:532.5 +frame:3.64e+06 wall_t:6836 t:227500 epi:nan +opt_step:1.13744e+06 lr:5.133e-05 clip_eps:0.4 entropy:2.411 +2026-01-31 00:56:56 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.62 loss:-0.01659 fps:532.5 +frame:3.65e+06 wall_t:6854 t:228125 epi:nan +opt_step:1.14048e+06 lr:4.994e-05 clip_eps:0.4 entropy:2.228 +2026-01-31 00:57:15 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.67 loss:-0.01804 fps:532.4 +frame:3.66e+06 wall_t:6874 t:228750 epi:nan +opt_step:1.14368e+06 lr:4.848e-05 clip_eps:0.4 entropy:1.839 +2026-01-31 00:57:33 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.80 loss:-0.006137 fps:532.5 +frame:3.67e+06 wall_t:6892 t:229375 epi:nan +opt_step:1.14672e+06 lr:4.71e-05 clip_eps:0.4 entropy:2.109 +2026-01-31 00:57:52 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:972.94 loss:-0.0153 fps:532.5 +frame:3.68e+06 wall_t:6911 t:230000 epi:nan +opt_step:1.14992e+06 lr:4.564e-05 clip_eps:0.4 entropy:2.24 +2026-01-31 00:58:11 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:973.07 loss:-0.01717 fps:532.5 +frame:3.69e+06 wall_t:6930 t:230625 epi:nan +opt_step:1.15312e+06 lr:4.418e-05 clip_eps:0.4 entropy:1.103 +2026-01-31 00:58:30 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:973.30 loss:-0.009546 fps:532.5 +frame:3.70e+06 wall_t:6949 t:231250 epi:nan +opt_step:1.15616e+06 lr:4.279e-05 clip_eps:0.4 entropy:1.958 +2026-01-31 00:58:49 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:973.73 loss:0.01896 fps:532.5 +frame:3.71e+06 wall_t:6967 t:231875 epi:nan +opt_step:1.15936e+06 lr:4.133e-05 clip_eps:0.4 entropy:1.662 +2026-01-31 00:59:07 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:974.15 loss:-0.001713 fps:532.5 +frame:3.72e+06 wall_t:6986 t:232500 epi:nan +opt_step:1.1624e+06 lr:3.995e-05 clip_eps:0.4 entropy:1.875 +2026-01-31 00:59:27 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:974.58 loss:-0.01256 fps:532.4 +frame:3.73e+06 wall_t:7006 t:233125 epi:nan +opt_step:1.1656e+06 lr:3.849e-05 clip_eps:0.4 entropy:1.484 +2026-01-31 00:59:45 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:975.10 loss:-0.007415 fps:532.5 +frame:3.74e+06 wall_t:7023 t:233750 epi:nan +opt_step:1.16864e+06 lr:3.71e-05 clip_eps:0.4 entropy:2.24 +2026-01-31 01:00:04 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:975.62 loss:-0.01271 fps:532.5 +frame:3.75e+06 wall_t:7042 t:234375 epi:nan +opt_step:1.17184e+06 lr:3.564e-05 clip_eps:0.4 entropy:1.846 +2026-01-31 01:00:22 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:976.01 loss:0.009938 fps:532.5 +frame:3.76e+06 wall_t:7061 t:235000 epi:nan +opt_step:1.17488e+06 lr:3.425e-05 clip_eps:0.4 entropy:1.507 +2026-01-31 01:00:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:976.54 loss:-0.004279 fps:532.5 +frame:3.77e+06 wall_t:7080 t:235625 epi:nan +opt_step:1.17808e+06 lr:3.28e-05 clip_eps:0.4 entropy:1.457 +2026-01-31 01:01:00 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:977.29 loss:0.006379 fps:532.5 +frame:3.78e+06 wall_t:7099 t:236250 epi:nan +opt_step:1.18112e+06 lr:3.141e-05 clip_eps:0.4 entropy:1.806 +2026-01-31 01:01:19 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:978.03 loss:-0.00207 fps:532.5 +frame:3.79e+06 wall_t:7118 t:236875 epi:nan +opt_step:1.18432e+06 lr:2.995e-05 clip_eps:0.4 entropy:1.78 +2026-01-31 01:01:38 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:978.71 loss:0.001534 fps:532.4 +frame:3.80e+06 wall_t:7137 t:237500 epi:nan +opt_step:1.18736e+06 lr:2.856e-05 clip_eps:0.4 entropy:1.886 +2026-01-31 01:01:57 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:995.66 total_reward_ma:979.31 loss:-0.01271 fps:532.5 +frame:3.81e+06 wall_t:7155 t:238125 epi:nan +opt_step:1.19056e+06 lr:2.71e-05 clip_eps:0.4 entropy:2.244 +2026-01-31 01:02:15 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:979.95 loss:-0.01012 fps:532.6 +frame:3.82e+06 wall_t:7173 t:238750 epi:nan +opt_step:1.1936e+06 lr:2.572e-05 clip_eps:0.4 entropy:1.241 +2026-01-31 01:02:35 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:980.59 loss:0.001037 fps:532.5 +frame:3.83e+06 wall_t:7193 t:239375 epi:nan +opt_step:1.1968e+06 lr:2.426e-05 clip_eps:0.4 entropy:1.921 +2026-01-31 01:02:53 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:981.33 loss:-0.008843 fps:532.4 +frame:3.84e+06 wall_t:7212 t:240000 epi:nan +opt_step:1.2e+06 lr:2.28e-05 clip_eps:0.4 entropy:2.333 +2026-01-31 01:03:12 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:982.14 loss:-0.007955 fps:532.5 +frame:3.85e+06 wall_t:7230 t:240625 epi:nan +opt_step:1.20304e+06 lr:2.141e-05 clip_eps:0.4 entropy:2.394 +2026-01-31 01:03:31 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:982.92 loss:-0.008134 fps:532.4 +frame:3.86e+06 wall_t:7250 t:241250 epi:nan +opt_step:1.20624e+06 lr:1.995e-05 clip_eps:0.4 entropy:2.07 +2026-01-31 01:03:50 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:983.47 loss:-0.01149 fps:532.4 +frame:3.87e+06 wall_t:7269 t:241875 epi:nan +opt_step:1.20928e+06 lr:1.857e-05 clip_eps:0.4 entropy:1.947 +2026-01-31 01:04:09 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:983.92 loss:-0.006144 fps:532.5 +frame:3.88e+06 wall_t:7287 t:242500 epi:nan +opt_step:1.21248e+06 lr:1.711e-05 clip_eps:0.4 entropy:2.141 +2026-01-31 01:04:27 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:984.37 loss:-0.003125 fps:532.5 +frame:3.89e+06 wall_t:7305 t:243125 epi:nan +opt_step:1.21552e+06 lr:1.572e-05 clip_eps:0.4 entropy:1.781 +2026-01-31 01:04:47 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:984.73 loss:-0.009822 fps:532.4 +frame:3.90e+06 wall_t:7325 t:243750 epi:nan +opt_step:1.21872e+06 lr:1.426e-05 clip_eps:0.4 entropy:1.836 +2026-01-31 01:05:05 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:985.09 loss:-0.004596 fps:532.5 +frame:3.91e+06 wall_t:7343 t:244375 epi:nan +opt_step:1.22176e+06 lr:1.288e-05 clip_eps:0.4 entropy:2.567 +2026-01-31 01:05:24 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:985.45 loss:-0.01264 fps:532.5 +frame:3.92e+06 wall_t:7362 t:245000 epi:nan +opt_step:1.22496e+06 lr:1.142e-05 clip_eps:0.4 entropy:1.827 +2026-01-31 01:05:42 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:985.70 loss:-0.008689 fps:532.4 +frame:3.93e+06 wall_t:7381 t:245625 epi:nan +opt_step:1.228e+06 lr:1.003e-05 clip_eps:0.4 entropy:2.219 +2026-01-31 01:06:02 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:985.90 loss:-0.01429 fps:532.4 +frame:3.94e+06 wall_t:7400 t:246250 epi:nan +opt_step:1.2312e+06 lr:8.573e-06 clip_eps:0.4 entropy:2.224 +2026-01-31 01:06:20 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:986.02 loss:-0.01005 fps:532.5 +frame:3.95e+06 wall_t:7418 t:246875 epi:nan +opt_step:1.23424e+06 lr:7.187e-06 clip_eps:0.4 entropy:2.107 +2026-01-31 01:06:39 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:986.06 loss:-0.003538 fps:532.5 +frame:3.96e+06 wall_t:7437 t:247500 epi:nan +opt_step:1.23744e+06 lr:5.727e-06 clip_eps:0.4 entropy:2.072 +2026-01-31 01:06:57 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:986.09 loss:-0.007985 fps:532.5 +frame:3.97e+06 wall_t:7456 t:248125 epi:nan +opt_step:1.24048e+06 lr:4.341e-06 clip_eps:0.4 entropy:2.227 +2026-01-31 01:07:16 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:986.13 loss:-0.0007212 fps:532.4 +frame:3.98e+06 wall_t:7475 t:248750 epi:nan +opt_step:1.24368e+06 lr:2.882e-06 clip_eps:0.4 entropy:2.33 +2026-01-31 01:07:34 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:986.16 loss:-0.002067 fps:532.5 +frame:3.99e+06 wall_t:7493 t:249375 epi:nan +opt_step:1.24672e+06 lr:1.496e-06 clip_eps:0.4 entropy:2.557 +2026-01-31 01:07:54 | INFO | PID:1571 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_inverted_pendulum_t0_s1 [train] +total_reward:1000.00 total_reward_ma:986.20 loss:-0.0001802 fps:532.4 +frame:4.00e+06 wall_t:7513 t:250000 epi:nan +opt_step:1.24992e+06 lr:3.648e-08 clip_eps:0.4 entropy:2.505 +2026-01-31 01:07:58 | INFO | PID:1571 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s2.log b/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..54022c19b30268a76ce3fe6d60c98ec8a487726f --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s2.log @@ -0,0 +1,1602 @@ +2026-01-30 23:02:42 | INFO | PID:1572 | slm_lab.env:_make_vector_env | Action rescaling: [-3.0, 3.0] → [-1, 1] +2026-01-30 23:03:04 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:26.90 total_reward_ma:26.90 loss:-0.006987 fps:476.2 +frame:1.00e+04 wall_t:21 t:625 epi:nan +opt_step:3040 lr:0.0005686 clip_eps:0.4 entropy:1.354 +2026-01-30 23:03:22 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:62.11 total_reward_ma:44.51 loss:0.03482 fps:500 +frame:2.00e+04 wall_t:40 t:1250 epi:nan +opt_step:6240 lr:0.0005672 clip_eps:0.4 entropy:0.898 +2026-01-30 23:03:41 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:38.91 total_reward_ma:42.64 loss:-0.008718 fps:517.2 +frame:3.00e+04 wall_t:58 t:1875 epi:nan +opt_step:9280 lr:0.0005658 clip_eps:0.4 entropy:1.584 +2026-01-30 23:04:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:102.26 total_reward_ma:57.54 loss:0.002781 fps:506.3 +frame:4.00e+04 wall_t:79 t:2500 epi:nan +opt_step:12480 lr:0.0005643 clip_eps:0.4 entropy:1.886 +2026-01-30 23:04:19 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:120.31 total_reward_ma:70.10 loss:0.009873 fps:515.5 +frame:5.00e+04 wall_t:97 t:3125 epi:nan +opt_step:15520 lr:0.0005629 clip_eps:0.4 entropy:1.618 +2026-01-30 23:04:38 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:175.61 total_reward_ma:87.68 loss:-0.006452 fps:517.2 +frame:6.00e+04 wall_t:116 t:3750 epi:nan +opt_step:18720 lr:0.0005615 clip_eps:0.4 entropy:2.308 +2026-01-30 23:04:57 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:122.07 total_reward_ma:92.60 loss:0.01704 fps:522.4 +frame:7.00e+04 wall_t:134 t:4375 epi:nan +opt_step:21760 lr:0.0005601 clip_eps:0.4 entropy:2.187 +2026-01-30 23:05:15 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:134.12 total_reward_ma:97.79 loss:0.01626 fps:522.9 +frame:8.00e+04 wall_t:153 t:5000 epi:nan +opt_step:24960 lr:0.0005586 clip_eps:0.4 entropy:1.77 +2026-01-30 23:05:34 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:230.78 total_reward_ma:112.56 loss:0.03513 fps:526.3 +frame:9.00e+04 wall_t:171 t:5625 epi:nan +opt_step:28000 lr:0.0005572 clip_eps:0.4 entropy:2.056 +2026-01-30 23:05:53 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:240.47 total_reward_ma:125.35 loss:0.042 fps:523.6 +frame:1.00e+05 wall_t:191 t:6250 epi:nan +opt_step:31200 lr:0.0005558 clip_eps:0.4 entropy:2.741 +2026-01-30 23:06:11 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:191.52 total_reward_ma:131.37 loss:-0.0006897 fps:526.3 +frame:1.10e+05 wall_t:209 t:6875 epi:nan +opt_step:34240 lr:0.0005544 clip_eps:0.4 entropy:3.419 +2026-01-30 23:06:30 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:212.75 total_reward_ma:138.15 loss:-0.002438 fps:526.3 +frame:1.20e+05 wall_t:228 t:7500 epi:nan +opt_step:37440 lr:0.0005529 clip_eps:0.4 entropy:3.178 +2026-01-30 23:06:49 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:311.76 total_reward_ma:151.51 loss:0.0172 fps:528.5 +frame:1.30e+05 wall_t:246 t:8125 epi:nan +opt_step:40480 lr:0.0005515 clip_eps:0.4 entropy:3.419 +2026-01-30 23:07:08 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:370.88 total_reward_ma:167.18 loss:0.003748 fps:526.3 +frame:1.40e+05 wall_t:266 t:8750 epi:nan +opt_step:43680 lr:0.0005501 clip_eps:0.4 entropy:3.367 +2026-01-30 23:07:26 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:428.60 total_reward_ma:184.60 loss:-0.01714 fps:528.2 +frame:1.50e+05 wall_t:284 t:9375 epi:nan +opt_step:46720 lr:0.0005487 clip_eps:0.4 entropy:3.364 +2026-01-30 23:07:45 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:529.49 total_reward_ma:206.16 loss:-0.006627 fps:528.1 +frame:1.60e+05 wall_t:303 t:10000 epi:nan +opt_step:49920 lr:0.0005472 clip_eps:0.4 entropy:3.419 +2026-01-30 23:08:04 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:582.72 total_reward_ma:228.31 loss:-0.00194 fps:528 +frame:1.70e+05 wall_t:322 t:10625 epi:nan +opt_step:53120 lr:0.0005458 clip_eps:0.4 entropy:3.419 +2026-01-30 23:08:23 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:676.05 total_reward_ma:253.18 loss:-0.01129 fps:529.4 +frame:1.80e+05 wall_t:340 t:11250 epi:nan +opt_step:56160 lr:0.0005444 clip_eps:0.4 entropy:3.355 +2026-01-30 23:08:42 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:685.51 total_reward_ma:275.94 loss:-0.01766 fps:529.2 +frame:1.90e+05 wall_t:359 t:11875 epi:nan +opt_step:59360 lr:0.0005429 clip_eps:0.4 entropy:3.419 +2026-01-30 23:09:00 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:675.87 total_reward_ma:295.93 loss:-0.00138 fps:529.1 +frame:2.00e+05 wall_t:378 t:12500 epi:nan +opt_step:62400 lr:0.0005415 clip_eps:0.4 entropy:3.357 +2026-01-30 23:09:19 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:622.63 total_reward_ma:311.49 loss:0.008848 fps:529 +frame:2.10e+05 wall_t:397 t:13125 epi:nan +opt_step:65600 lr:0.0005401 clip_eps:0.4 entropy:3.419 +2026-01-30 23:09:38 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:560.32 total_reward_ma:322.80 loss:-0.001362 fps:530.1 +frame:2.20e+05 wall_t:415 t:13750 epi:nan +opt_step:68640 lr:0.0005387 clip_eps:0.4 entropy:3.419 +2026-01-30 23:09:57 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:577.06 total_reward_ma:333.86 loss:0.003013 fps:530 +frame:2.30e+05 wall_t:434 t:14375 epi:nan +opt_step:71840 lr:0.0005372 clip_eps:0.4 entropy:3.419 +2026-01-30 23:10:15 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:563.49 total_reward_ma:343.42 loss:-0.01595 fps:529.8 +frame:2.40e+05 wall_t:453 t:15000 epi:nan +opt_step:74880 lr:0.0005359 clip_eps:0.4 entropy:3.419 +2026-01-30 23:10:34 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:459.22 total_reward_ma:348.06 loss:-0.01228 fps:529.7 +frame:2.50e+05 wall_t:472 t:15625 epi:nan +opt_step:78080 lr:0.0005344 clip_eps:0.4 entropy:3.419 +2026-01-30 23:10:52 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:485.29 total_reward_ma:353.33 loss:-0.01835 fps:530.6 +frame:2.60e+05 wall_t:490 t:16250 epi:nan +opt_step:81120 lr:0.000533 clip_eps:0.4 entropy:3.419 +2026-01-30 23:11:12 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:514.38 total_reward_ma:359.30 loss:-0.02204 fps:529.4 +frame:2.70e+05 wall_t:510 t:16875 epi:nan +opt_step:84320 lr:0.0005316 clip_eps:0.4 entropy:3.419 +2026-01-30 23:11:30 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:596.03 total_reward_ma:367.75 loss:-0.006912 fps:530.3 +frame:2.80e+05 wall_t:528 t:17500 epi:nan +opt_step:87360 lr:0.0005302 clip_eps:0.4 entropy:3.419 +2026-01-30 23:11:49 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:565.83 total_reward_ma:374.58 loss:-0.02358 fps:530.2 +frame:2.90e+05 wall_t:547 t:18125 epi:nan +opt_step:90560 lr:0.0005287 clip_eps:0.4 entropy:3.419 +2026-01-30 23:12:08 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:585.76 total_reward_ma:381.62 loss:-0.007652 fps:531 +frame:3.00e+05 wall_t:565 t:18750 epi:nan +opt_step:93600 lr:0.0005273 clip_eps:0.4 entropy:3.419 +2026-01-30 23:12:27 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:613.89 total_reward_ma:389.12 loss:-0.004903 fps:529.9 +frame:3.10e+05 wall_t:585 t:19375 epi:nan +opt_step:96800 lr:0.0005259 clip_eps:0.4 entropy:3.419 +2026-01-30 23:12:46 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:710.42 total_reward_ma:399.16 loss:0.006216 fps:529.8 +frame:3.20e+05 wall_t:604 t:20000 epi:nan +opt_step:100000 lr:0.0005244 clip_eps:0.4 entropy:3.419 +2026-01-30 23:13:04 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:730.08 total_reward_ma:409.18 loss:-0.01075 fps:530.5 +frame:3.30e+05 wall_t:622 t:20625 epi:nan +opt_step:103040 lr:0.000523 clip_eps:0.4 entropy:3.419 +2026-01-30 23:13:24 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:724.18 total_reward_ma:418.45 loss:0.005218 fps:530.4 +frame:3.40e+05 wall_t:641 t:21250 epi:nan +opt_step:106240 lr:0.0005216 clip_eps:0.4 entropy:3.419 +2026-01-30 23:13:42 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:728.77 total_reward_ma:427.32 loss:-0.01532 fps:531.1 +frame:3.50e+05 wall_t:659 t:21875 epi:nan +opt_step:109280 lr:0.0005202 clip_eps:0.4 entropy:3.419 +2026-01-30 23:14:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:739.80 total_reward_ma:436.00 loss:-0.02639 fps:530.2 +frame:3.60e+05 wall_t:679 t:22500 epi:nan +opt_step:112480 lr:0.0005187 clip_eps:0.4 entropy:3.419 +2026-01-30 23:14:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:791.78 total_reward_ma:445.61 loss:-0.005483 fps:530.8 +frame:3.70e+05 wall_t:697 t:23125 epi:nan +opt_step:115520 lr:0.0005173 clip_eps:0.4 entropy:3.29 +2026-01-30 23:14:39 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:839.80 total_reward_ma:455.98 loss:-0.01817 fps:530 +frame:3.80e+05 wall_t:717 t:23750 epi:nan +opt_step:118720 lr:0.0005159 clip_eps:0.4 entropy:3.419 +2026-01-30 23:14:57 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:829.22 total_reward_ma:465.55 loss:-0.01935 fps:530.6 +frame:3.90e+05 wall_t:735 t:24375 epi:nan +opt_step:121760 lr:0.0005145 clip_eps:0.4 entropy:3.419 +2026-01-30 23:15:16 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:834.08 total_reward_ma:474.77 loss:-0.01455 fps:530.5 +frame:4.00e+05 wall_t:754 t:25000 epi:nan +opt_step:124960 lr:0.000513 clip_eps:0.4 entropy:3.419 +2026-01-30 23:15:35 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:879.89 total_reward_ma:484.65 loss:-0.02544 fps:530.4 +frame:4.10e+05 wall_t:773 t:25625 epi:nan +opt_step:128000 lr:0.0005116 clip_eps:0.4 entropy:3.419 +2026-01-30 23:15:54 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:907.90 total_reward_ma:494.73 loss:-0.01659 fps:531 +frame:4.20e+05 wall_t:791 t:26250 epi:nan +opt_step:131200 lr:0.0005102 clip_eps:0.4 entropy:3.419 +2026-01-30 23:16:12 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:918.65 total_reward_ma:504.59 loss:-0.01873 fps:531.5 +frame:4.30e+05 wall_t:809 t:26875 epi:nan +opt_step:134240 lr:0.0005088 clip_eps:0.4 entropy:3.419 +2026-01-30 23:16:31 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:948.66 total_reward_ma:514.68 loss:-0.01142 fps:530.8 +frame:4.40e+05 wall_t:829 t:27500 epi:nan +opt_step:137440 lr:0.0005073 clip_eps:0.4 entropy:3.419 +2026-01-30 23:16:49 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:958.98 total_reward_ma:524.55 loss:-0.01144 fps:531.3 +frame:4.50e+05 wall_t:847 t:28125 epi:nan +opt_step:140480 lr:0.0005059 clip_eps:0.4 entropy:3.419 +2026-01-30 23:17:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:961.06 total_reward_ma:534.04 loss:-0.004441 fps:531.2 +frame:4.60e+05 wall_t:866 t:28750 epi:nan +opt_step:143680 lr:0.0005045 clip_eps:0.4 entropy:3.419 +2026-01-30 23:17:27 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:950.79 total_reward_ma:542.91 loss:-0.02035 fps:531.1 +frame:4.70e+05 wall_t:885 t:29375 epi:nan +opt_step:146720 lr:0.0005031 clip_eps:0.4 entropy:3.419 +2026-01-30 23:17:46 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:930.67 total_reward_ma:550.99 loss:-0.02963 fps:531 +frame:4.80e+05 wall_t:904 t:30000 epi:nan +opt_step:149920 lr:0.0005016 clip_eps:0.4 entropy:3.419 +2026-01-30 23:18:05 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:865.43 total_reward_ma:557.40 loss:-0.01373 fps:530.9 +frame:4.90e+05 wall_t:923 t:30625 epi:nan +opt_step:153120 lr:0.0005002 clip_eps:0.4 entropy:3.419 +2026-01-30 23:18:23 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:859.86 total_reward_ma:563.45 loss:-0.008221 fps:531.3 +frame:5.00e+05 wall_t:941 t:31250 epi:nan +opt_step:156160 lr:0.0004988 clip_eps:0.4 entropy:3.32 +2026-01-30 23:18:43 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:847.13 total_reward_ma:569.01 loss:-0.03886 fps:531.2 +frame:5.10e+05 wall_t:960 t:31875 epi:nan +opt_step:159360 lr:0.0004973 clip_eps:0.4 entropy:3.374 +2026-01-30 23:19:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:826.99 total_reward_ma:573.98 loss:-0.02042 fps:531.7 +frame:5.20e+05 wall_t:978 t:32500 epi:nan +opt_step:162400 lr:0.0004959 clip_eps:0.4 entropy:3.419 +2026-01-30 23:19:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:826.99 total_reward_ma:578.75 loss:-0.01525 fps:531.6 +frame:5.30e+05 wall_t:997 t:33125 epi:nan +opt_step:165600 lr:0.0004945 clip_eps:0.4 entropy:3.249 +2026-01-30 23:19:38 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:826.99 total_reward_ma:583.35 loss:-0.01153 fps:531.5 +frame:5.40e+05 wall_t:1016 t:33750 epi:nan +opt_step:168640 lr:0.0004931 clip_eps:0.4 entropy:3.413 +2026-01-30 23:19:58 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:848.82 total_reward_ma:588.17 loss:-0.00154 fps:531.4 +frame:5.50e+05 wall_t:1035 t:34375 epi:nan +opt_step:171840 lr:0.0004916 clip_eps:0.4 entropy:3.229 +2026-01-30 23:20:16 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:851.25 total_reward_ma:592.87 loss:0.00261 fps:531.8 +frame:5.60e+05 wall_t:1053 t:35000 epi:nan +opt_step:174880 lr:0.0004903 clip_eps:0.4 entropy:3.419 +2026-01-30 23:20:35 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:854.98 total_reward_ma:597.47 loss:-0.01621 fps:531.7 +frame:5.70e+05 wall_t:1072 t:35625 epi:nan +opt_step:178080 lr:0.0004888 clip_eps:0.4 entropy:3.419 +2026-01-30 23:20:53 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:889.10 total_reward_ma:602.50 loss:0.002063 fps:531.6 +frame:5.80e+05 wall_t:1091 t:36250 epi:nan +opt_step:181120 lr:0.0004874 clip_eps:0.4 entropy:3.289 +2026-01-30 23:21:12 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:899.23 total_reward_ma:607.53 loss:0.005741 fps:531.5 +frame:5.90e+05 wall_t:1110 t:36875 epi:nan +opt_step:184320 lr:0.000486 clip_eps:0.4 entropy:3.228 +2026-01-30 23:21:31 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:904.98 total_reward_ma:612.48 loss:0.003867 fps:531.9 +frame:6.00e+05 wall_t:1128 t:37500 epi:nan +opt_step:187360 lr:0.0004846 clip_eps:0.4 entropy:3.213 +2026-01-30 23:21:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:900.51 total_reward_ma:617.21 loss:0.00523 fps:531.4 +frame:6.10e+05 wall_t:1148 t:38125 epi:nan +opt_step:190560 lr:0.0004831 clip_eps:0.4 entropy:3.32 +2026-01-30 23:22:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:903.36 total_reward_ma:621.82 loss:0.009763 fps:531.7 +frame:6.20e+05 wall_t:1166 t:38750 epi:nan +opt_step:193600 lr:0.0004817 clip_eps:0.4 entropy:2.976 +2026-01-30 23:22:28 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:903.36 total_reward_ma:626.29 loss:-0.003269 fps:531.6 +frame:6.30e+05 wall_t:1185 t:39375 epi:nan +opt_step:196800 lr:0.0004803 clip_eps:0.4 entropy:3.26 +2026-01-30 23:22:47 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:896.81 total_reward_ma:630.52 loss:-0.03062 fps:531.6 +frame:6.40e+05 wall_t:1204 t:40000 epi:nan +opt_step:200000 lr:0.0004788 clip_eps:0.4 entropy:3.407 +2026-01-30 23:23:05 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:884.56 total_reward_ma:634.43 loss:-0.007034 fps:531.5 +frame:6.50e+05 wall_t:1223 t:40625 epi:nan +opt_step:203040 lr:0.0004774 clip_eps:0.4 entropy:3.419 +2026-01-30 23:23:24 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:786.64 total_reward_ma:636.73 loss:-0.006602 fps:531.4 +frame:6.60e+05 wall_t:1242 t:41250 epi:nan +opt_step:206240 lr:0.000476 clip_eps:0.4 entropy:3.419 +2026-01-30 23:23:42 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:775.70 total_reward_ma:638.81 loss:-0.011 fps:531.7 +frame:6.70e+05 wall_t:1260 t:41875 epi:nan +opt_step:209280 lr:0.0004746 clip_eps:0.4 entropy:3.323 +2026-01-30 23:24:02 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:744.61 total_reward_ma:640.36 loss:-0.01484 fps:531.7 +frame:6.80e+05 wall_t:1279 t:42500 epi:nan +opt_step:212480 lr:0.0004731 clip_eps:0.4 entropy:3.407 +2026-01-30 23:24:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:732.21 total_reward_ma:641.69 loss:-0.0007089 fps:532 +frame:6.90e+05 wall_t:1297 t:43125 epi:nan +opt_step:215520 lr:0.0004717 clip_eps:0.4 entropy:3.203 +2026-01-30 23:24:39 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:713.35 total_reward_ma:642.72 loss:-0.01542 fps:531.9 +frame:7.00e+05 wall_t:1316 t:43750 epi:nan +opt_step:218720 lr:0.0004703 clip_eps:0.4 entropy:3.301 +2026-01-30 23:24:57 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:701.98 total_reward_ma:643.55 loss:-0.009712 fps:531.8 +frame:7.10e+05 wall_t:1335 t:44375 epi:nan +opt_step:221760 lr:0.0004689 clip_eps:0.4 entropy:3.419 +2026-01-30 23:25:17 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:683.26 total_reward_ma:644.10 loss:-0.01245 fps:531.8 +frame:7.20e+05 wall_t:1354 t:45000 epi:nan +opt_step:224960 lr:0.0004674 clip_eps:0.4 entropy:3.399 +2026-01-30 23:25:35 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:706.93 total_reward_ma:644.96 loss:-0.03112 fps:532.1 +frame:7.30e+05 wall_t:1372 t:45625 epi:nan +opt_step:228000 lr:0.000466 clip_eps:0.4 entropy:3.419 +2026-01-30 23:25:54 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:764.28 total_reward_ma:646.58 loss:-0.02239 fps:532 +frame:7.40e+05 wall_t:1391 t:46250 epi:nan +opt_step:231200 lr:0.0004646 clip_eps:0.4 entropy:3.419 +2026-01-30 23:26:12 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:788.57 total_reward_ma:648.47 loss:-0.01476 fps:531.9 +frame:7.50e+05 wall_t:1410 t:46875 epi:nan +opt_step:234240 lr:0.0004632 clip_eps:0.4 entropy:3.419 +2026-01-30 23:26:31 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:797.47 total_reward_ma:650.43 loss:-0.01797 fps:531.8 +frame:7.60e+05 wall_t:1429 t:47500 epi:nan +opt_step:237440 lr:0.0004617 clip_eps:0.4 entropy:3.419 +2026-01-30 23:26:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:731.13 total_reward_ma:651.48 loss:-0.02045 fps:532.1 +frame:7.70e+05 wall_t:1447 t:48125 epi:nan +opt_step:240480 lr:0.0004603 clip_eps:0.4 entropy:3.419 +2026-01-30 23:27:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:730.95 total_reward_ma:652.50 loss:-0.01802 fps:531.7 +frame:7.80e+05 wall_t:1467 t:48750 epi:nan +opt_step:243680 lr:0.0004589 clip_eps:0.4 entropy:3.419 +2026-01-30 23:27:27 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:743.47 total_reward_ma:653.65 loss:-0.007485 fps:532 +frame:7.90e+05 wall_t:1485 t:49375 epi:nan +opt_step:246720 lr:0.0004575 clip_eps:0.4 entropy:3.419 +2026-01-30 23:27:46 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:756.58 total_reward_ma:654.93 loss:-0.02662 fps:531.9 +frame:8.00e+05 wall_t:1504 t:50000 epi:nan +opt_step:249920 lr:0.000456 clip_eps:0.4 entropy:3.419 +2026-01-30 23:28:06 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:787.04 total_reward_ma:656.57 loss:-0.01617 fps:531.8 +frame:8.10e+05 wall_t:1523 t:50625 epi:nan +opt_step:253120 lr:0.0004546 clip_eps:0.4 entropy:3.419 +2026-01-30 23:28:25 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:765.65 total_reward_ma:657.90 loss:-0.03069 fps:531.8 +frame:8.20e+05 wall_t:1542 t:51250 epi:nan +opt_step:256160 lr:0.0004532 clip_eps:0.4 entropy:3.419 +2026-01-30 23:28:43 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:761.73 total_reward_ma:659.15 loss:-0.0242 fps:531.7 +frame:8.30e+05 wall_t:1561 t:51875 epi:nan +opt_step:259360 lr:0.0004517 clip_eps:0.4 entropy:3.419 +2026-01-30 23:29:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:758.85 total_reward_ma:660.33 loss:-0.02511 fps:532 +frame:8.40e+05 wall_t:1579 t:52500 epi:nan +opt_step:262400 lr:0.0004503 clip_eps:0.4 entropy:3.419 +2026-01-30 23:29:21 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:796.26 total_reward_ma:661.93 loss:-0.01588 fps:531.6 +frame:8.50e+05 wall_t:1599 t:53125 epi:nan +opt_step:265600 lr:0.0004489 clip_eps:0.4 entropy:3.419 +2026-01-30 23:29:39 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:822.97 total_reward_ma:663.81 loss:-0.03335 fps:531.8 +frame:8.60e+05 wall_t:1617 t:53750 epi:nan +opt_step:268640 lr:0.0004475 clip_eps:0.4 entropy:3.228 +2026-01-30 23:29:58 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:811.55 total_reward_ma:665.50 loss:-0.02397 fps:531.8 +frame:8.70e+05 wall_t:1636 t:54375 epi:nan +opt_step:271840 lr:0.000446 clip_eps:0.4 entropy:3.418 +2026-01-30 23:30:16 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:838.24 total_reward_ma:667.47 loss:-0.01341 fps:532 +frame:8.80e+05 wall_t:1654 t:55000 epi:nan +opt_step:274880 lr:0.0004447 clip_eps:0.4 entropy:3.419 +2026-01-30 23:30:36 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:834.99 total_reward_ma:669.35 loss:-0.01119 fps:531.7 +frame:8.90e+05 wall_t:1674 t:55625 epi:nan +opt_step:278080 lr:0.0004432 clip_eps:0.4 entropy:3.419 +2026-01-30 23:30:54 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:790.81 total_reward_ma:670.70 loss:-0.02777 fps:531.9 +frame:9.00e+05 wall_t:1692 t:56250 epi:nan +opt_step:281120 lr:0.0004418 clip_eps:0.4 entropy:3.419 +2026-01-30 23:31:13 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:794.55 total_reward_ma:672.06 loss:-0.02476 fps:531.9 +frame:9.10e+05 wall_t:1711 t:56875 epi:nan +opt_step:284320 lr:0.0004404 clip_eps:0.4 entropy:3.316 +2026-01-30 23:31:32 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:818.46 total_reward_ma:673.65 loss:0.01282 fps:531.8 +frame:9.20e+05 wall_t:1730 t:57500 epi:nan +opt_step:287360 lr:0.000439 clip_eps:0.4 entropy:2.804 +2026-01-30 23:31:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:837.69 total_reward_ma:675.41 loss:-0.01659 fps:532 +frame:9.30e+05 wall_t:1748 t:58125 epi:nan +opt_step:290560 lr:0.0004375 clip_eps:0.4 entropy:3.127 +2026-01-30 23:32:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:839.14 total_reward_ma:677.16 loss:-0.01839 fps:532.3 +frame:9.40e+05 wall_t:1766 t:58750 epi:nan +opt_step:293600 lr:0.0004361 clip_eps:0.4 entropy:3.121 +2026-01-30 23:32:28 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:888.58 total_reward_ma:679.38 loss:-0.02234 fps:531.9 +frame:9.50e+05 wall_t:1786 t:59375 epi:nan +opt_step:296800 lr:0.0004347 clip_eps:0.4 entropy:3.346 +2026-01-30 23:32:47 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:892.99 total_reward_ma:681.61 loss:-0.004819 fps:531.9 +frame:9.60e+05 wall_t:1805 t:60000 epi:nan +opt_step:300000 lr:0.0004332 clip_eps:0.4 entropy:3.237 +2026-01-30 23:33:05 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:887.99 total_reward_ma:683.73 loss:0.05084 fps:532.1 +frame:9.70e+05 wall_t:1823 t:60625 epi:nan +opt_step:303040 lr:0.0004318 clip_eps:0.4 entropy:3.289 +2026-01-30 23:33:24 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:906.08 total_reward_ma:686.00 loss:0.002659 fps:532 +frame:9.80e+05 wall_t:1842 t:61250 epi:nan +opt_step:306240 lr:0.0004304 clip_eps:0.4 entropy:3.034 +2026-01-30 23:33:43 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:921.67 total_reward_ma:688.38 loss:0.04037 fps:532 +frame:9.90e+05 wall_t:1861 t:61875 epi:nan +opt_step:309280 lr:0.000429 clip_eps:0.4 entropy:2.94 +2026-01-30 23:34:02 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:975.48 total_reward_ma:691.26 loss:0.02757 fps:532.2 +frame:1.00e+06 wall_t:1879 t:62500 epi:nan +opt_step:312480 lr:0.0004275 clip_eps:0.4 entropy:2.885 +2026-01-30 23:34:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:977.92 total_reward_ma:700.77 loss:0.04875 fps:532.1 +frame:1.01e+06 wall_t:1898 t:63125 epi:nan +opt_step:315520 lr:0.0004261 clip_eps:0.4 entropy:3.158 +2026-01-30 23:34:39 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:977.92 total_reward_ma:709.92 loss:-0.00444 fps:532.1 +frame:1.02e+06 wall_t:1917 t:63750 epi:nan +opt_step:318720 lr:0.0004247 clip_eps:0.4 entropy:3.282 +2026-01-30 23:34:58 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.51 total_reward_ma:719.36 loss:-0.01143 fps:532.3 +frame:1.03e+06 wall_t:1935 t:64375 epi:nan +opt_step:321760 lr:0.0004233 clip_eps:0.4 entropy:2.581 +2026-01-30 23:35:17 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.51 total_reward_ma:728.16 loss:-0.001406 fps:532.2 +frame:1.04e+06 wall_t:1954 t:65000 epi:nan +opt_step:324960 lr:0.0004218 clip_eps:0.4 entropy:2.802 +2026-01-30 23:35:35 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.51 total_reward_ma:736.78 loss:-0.02403 fps:532.5 +frame:1.05e+06 wall_t:1972 t:65625 epi:nan +opt_step:328000 lr:0.0004204 clip_eps:0.4 entropy:3.178 +2026-01-30 23:35:54 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.51 total_reward_ma:744.85 loss:-0.007924 fps:532.1 +frame:1.06e+06 wall_t:1992 t:66250 epi:nan +opt_step:331200 lr:0.000419 clip_eps:0.4 entropy:2.99 +2026-01-30 23:36:12 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:980.64 total_reward_ma:753.44 loss:-0.04896 fps:532.3 +frame:1.07e+06 wall_t:2010 t:66875 epi:nan +opt_step:334240 lr:0.0004176 clip_eps:0.4 entropy:3.395 +2026-01-30 23:36:31 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:968.24 total_reward_ma:761.78 loss:-0.009027 fps:532.3 +frame:1.08e+06 wall_t:2029 t:67500 epi:nan +opt_step:337440 lr:0.0004161 clip_eps:0.4 entropy:3.167 +2026-01-30 23:36:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:968.24 total_reward_ma:769.15 loss:0.01386 fps:532.2 +frame:1.09e+06 wall_t:2048 t:68125 epi:nan +opt_step:340480 lr:0.0004147 clip_eps:0.4 entropy:2.841 +2026-01-30 23:37:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:914.65 total_reward_ma:775.90 loss:-0.01379 fps:532.2 +frame:1.10e+06 wall_t:2067 t:68750 epi:nan +opt_step:343680 lr:0.0004133 clip_eps:0.4 entropy:2.892 +2026-01-30 23:37:27 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:901.97 total_reward_ma:783.00 loss:-0.002718 fps:532.4 +frame:1.11e+06 wall_t:2085 t:69375 epi:nan +opt_step:346720 lr:0.0004119 clip_eps:0.4 entropy:2.697 +2026-01-30 23:37:46 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:901.97 total_reward_ma:789.89 loss:0.01249 fps:532.3 +frame:1.12e+06 wall_t:2104 t:70000 epi:nan +opt_step:349920 lr:0.0004104 clip_eps:0.4 entropy:2.692 +2026-01-30 23:38:06 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:867.39 total_reward_ma:795.45 loss:-0.02206 fps:532.3 +frame:1.13e+06 wall_t:2123 t:70625 epi:nan +opt_step:353120 lr:0.000409 clip_eps:0.4 entropy:3.362 +2026-01-30 23:38:23 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:863.59 total_reward_ma:800.38 loss:-0.02223 fps:532.5 +frame:1.14e+06 wall_t:2141 t:71250 epi:nan +opt_step:356160 lr:0.0004076 clip_eps:0.4 entropy:3.407 +2026-01-30 23:38:42 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:863.59 total_reward_ma:804.73 loss:-0.01196 fps:532.4 +frame:1.15e+06 wall_t:2160 t:71875 epi:nan +opt_step:359360 lr:0.0004061 clip_eps:0.4 entropy:3.371 +2026-01-30 23:39:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:879.26 total_reward_ma:808.22 loss:-0.01735 fps:532.4 +frame:1.16e+06 wall_t:2179 t:72500 epi:nan +opt_step:362400 lr:0.0004047 clip_eps:0.4 entropy:3.197 +2026-01-30 23:39:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:891.66 total_reward_ma:811.31 loss:-0.0183 fps:532.3 +frame:1.17e+06 wall_t:2198 t:73125 epi:nan +opt_step:365600 lr:0.0004033 clip_eps:0.4 entropy:3.301 +2026-01-30 23:39:38 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:891.66 total_reward_ma:813.47 loss:-0.01987 fps:532.5 +frame:1.18e+06 wall_t:2216 t:73750 epi:nan +opt_step:368640 lr:0.0004019 clip_eps:0.4 entropy:3.403 +2026-01-30 23:39:58 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:931.32 total_reward_ma:815.93 loss:-0.009394 fps:532.4 +frame:1.19e+06 wall_t:2235 t:74375 epi:nan +opt_step:371840 lr:0.0004004 clip_eps:0.4 entropy:2.921 +2026-01-30 23:40:16 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:959.90 total_reward_ma:818.77 loss:-0.01678 fps:532.4 +frame:1.20e+06 wall_t:2254 t:75000 epi:nan +opt_step:374880 lr:0.0003991 clip_eps:0.4 entropy:3.314 +2026-01-30 23:40:35 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:959.90 total_reward_ma:822.14 loss:0.02374 fps:532.3 +frame:1.21e+06 wall_t:2273 t:75625 epi:nan +opt_step:378080 lr:0.0003976 clip_eps:0.4 entropy:3.113 +2026-01-30 23:40:53 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:954.28 total_reward_ma:826.08 loss:-0.00436 fps:532.5 +frame:1.22e+06 wall_t:2291 t:76250 epi:nan +opt_step:381120 lr:0.0003962 clip_eps:0.4 entropy:2.703 +2026-01-30 23:41:13 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.57 total_reward_ma:830.13 loss:-0.01279 fps:532.2 +frame:1.23e+06 wall_t:2311 t:76875 epi:nan +opt_step:384320 lr:0.0003948 clip_eps:0.4 entropy:3.39 +2026-01-30 23:41:31 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:980.73 total_reward_ma:834.30 loss:-0.009206 fps:532.6 +frame:1.24e+06 wall_t:2328 t:77500 epi:nan +opt_step:387360 lr:0.0003934 clip_eps:0.4 entropy:3.215 +2026-01-30 23:41:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:980.73 total_reward_ma:839.51 loss:-0.005238 fps:532.4 +frame:1.25e+06 wall_t:2348 t:78125 epi:nan +opt_step:390560 lr:0.0003919 clip_eps:0.4 entropy:3.009 +2026-01-30 23:42:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:970.86 total_reward_ma:844.37 loss:-0.03474 fps:532.5 +frame:1.26e+06 wall_t:2366 t:78750 epi:nan +opt_step:393600 lr:0.0003905 clip_eps:0.4 entropy:3.206 +2026-01-30 23:42:28 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:962.33 total_reward_ma:848.85 loss:0.002926 fps:532.3 +frame:1.27e+06 wall_t:2386 t:79375 epi:nan +opt_step:396800 lr:0.0003891 clip_eps:0.4 entropy:3.147 +2026-01-30 23:42:47 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:961.81 total_reward_ma:852.51 loss:-0.01168 fps:532.4 +frame:1.28e+06 wall_t:2404 t:80000 epi:nan +opt_step:400000 lr:0.0003876 clip_eps:0.4 entropy:3.312 +2026-01-30 23:43:05 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:952.43 total_reward_ma:856.37 loss:0.01299 fps:532.4 +frame:1.29e+06 wall_t:2423 t:80625 epi:nan +opt_step:403040 lr:0.0003862 clip_eps:0.4 entropy:3.329 +2026-01-30 23:43:25 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:919.19 total_reward_ma:859.71 loss:-0.006491 fps:532.1 +frame:1.30e+06 wall_t:2443 t:81250 epi:nan +opt_step:406240 lr:0.0003848 clip_eps:0.4 entropy:3.406 +2026-01-30 23:43:42 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:915.72 total_reward_ma:862.72 loss:0.003504 fps:532.5 +frame:1.31e+06 wall_t:2460 t:81875 epi:nan +opt_step:409280 lr:0.0003834 clip_eps:0.4 entropy:3.361 +2026-01-30 23:44:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:915.72 total_reward_ma:864.78 loss:0.01166 fps:532.5 +frame:1.32e+06 wall_t:2479 t:82500 epi:nan +opt_step:412480 lr:0.0003819 clip_eps:0.4 entropy:3.154 +2026-01-30 23:44:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:909.66 total_reward_ma:866.57 loss:0.009295 fps:532.4 +frame:1.33e+06 wall_t:2498 t:83125 epi:nan +opt_step:415520 lr:0.0003805 clip_eps:0.4 entropy:3.368 +2026-01-30 23:44:39 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:909.66 total_reward_ma:868.43 loss:0.08625 fps:532.4 +frame:1.34e+06 wall_t:2517 t:83750 epi:nan +opt_step:418720 lr:0.0003791 clip_eps:0.4 entropy:2.815 +2026-01-30 23:44:57 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:911.78 total_reward_ma:870.26 loss:0.001503 fps:532.5 +frame:1.35e+06 wall_t:2535 t:84375 epi:nan +opt_step:421760 lr:0.0003777 clip_eps:0.4 entropy:3.211 +2026-01-30 23:45:17 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:915.52 total_reward_ma:872.02 loss:0.001101 fps:532.5 +frame:1.36e+06 wall_t:2554 t:85000 epi:nan +opt_step:424960 lr:0.0003762 clip_eps:0.4 entropy:3.227 +2026-01-30 23:45:36 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:916.04 total_reward_ma:873.26 loss:0.03307 fps:532.5 +frame:1.37e+06 wall_t:2573 t:85625 epi:nan +opt_step:428000 lr:0.0003748 clip_eps:0.4 entropy:2.825 +2026-01-30 23:45:54 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:920.07 total_reward_ma:874.06 loss:-0.01389 fps:532.4 +frame:1.38e+06 wall_t:2592 t:86250 epi:nan +opt_step:431200 lr:0.0003734 clip_eps:0.4 entropy:3.182 +2026-01-30 23:46:13 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:940.17 total_reward_ma:875.17 loss:0.01102 fps:532.6 +frame:1.39e+06 wall_t:2610 t:86875 epi:nan +opt_step:434240 lr:0.000372 clip_eps:0.4 entropy:2.757 +2026-01-30 23:46:33 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:964.22 total_reward_ma:876.47 loss:-0.02489 fps:532.3 +frame:1.40e+06 wall_t:2630 t:87500 epi:nan +opt_step:437440 lr:0.0003705 clip_eps:0.4 entropy:2.534 +2026-01-30 23:46:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:971.46 total_reward_ma:877.39 loss:-0.02526 fps:532.5 +frame:1.41e+06 wall_t:2648 t:88125 epi:nan +opt_step:440480 lr:0.0003691 clip_eps:0.4 entropy:2.698 +2026-01-30 23:47:10 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:972.61 total_reward_ma:878.03 loss:0.0002417 fps:532.4 +frame:1.42e+06 wall_t:2667 t:88750 epi:nan +opt_step:443680 lr:0.0003677 clip_eps:0.4 entropy:3.374 +2026-01-30 23:47:28 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.16 total_reward_ma:878.67 loss:-0.01223 fps:532.4 +frame:1.43e+06 wall_t:2686 t:89375 epi:nan +opt_step:446720 lr:0.0003663 clip_eps:0.4 entropy:2.955 +2026-01-30 23:47:48 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.16 total_reward_ma:879.00 loss:-0.01812 fps:532.3 +frame:1.44e+06 wall_t:2705 t:90000 epi:nan +opt_step:449920 lr:0.0003648 clip_eps:0.4 entropy:2.844 +2026-01-30 23:48:07 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:989.91 total_reward_ma:879.31 loss:-0.0126 fps:532.3 +frame:1.45e+06 wall_t:2724 t:90625 epi:nan +opt_step:453120 lr:0.0003634 clip_eps:0.4 entropy:2.978 +2026-01-30 23:48:25 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:994.70 total_reward_ma:879.65 loss:-0.0229 fps:532.3 +frame:1.46e+06 wall_t:2743 t:91250 epi:nan +opt_step:456160 lr:0.000362 clip_eps:0.4 entropy:2.989 +2026-01-30 23:48:45 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:994.70 total_reward_ma:880.09 loss:-0.01881 fps:532.2 +frame:1.47e+06 wall_t:2762 t:91875 epi:nan +opt_step:459360 lr:0.0003605 clip_eps:0.4 entropy:3.295 +2026-01-30 23:49:02 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:880.78 loss:-0.02234 fps:532.4 +frame:1.48e+06 wall_t:2780 t:92500 epi:nan +opt_step:462400 lr:0.0003591 clip_eps:0.4 entropy:3.393 +2026-01-30 23:49:21 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:882.13 loss:-0.01674 fps:532.3 +frame:1.49e+06 wall_t:2799 t:93125 epi:nan +opt_step:465600 lr:0.0003577 clip_eps:0.4 entropy:3.419 +2026-01-30 23:49:40 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:974.10 total_reward_ma:883.27 loss:-0.0455 fps:532.3 +frame:1.50e+06 wall_t:2818 t:93750 epi:nan +opt_step:468640 lr:0.0003563 clip_eps:0.4 entropy:3.255 +2026-01-30 23:49:59 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:967.23 total_reward_ma:884.47 loss:-0.0004175 fps:532.3 +frame:1.51e+06 wall_t:2837 t:94375 epi:nan +opt_step:471840 lr:0.0003548 clip_eps:0.4 entropy:3.079 +2026-01-30 23:50:18 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:955.83 total_reward_ma:885.76 loss:0.001943 fps:532.4 +frame:1.52e+06 wall_t:2855 t:95000 epi:nan +opt_step:474880 lr:0.0003535 clip_eps:0.4 entropy:2.272 +2026-01-30 23:50:37 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:951.62 total_reward_ma:887.01 loss:-0.01852 fps:532.4 +frame:1.53e+06 wall_t:2874 t:95625 epi:nan +opt_step:478080 lr:0.000352 clip_eps:0.4 entropy:2.935 +2026-01-30 23:50:55 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:915.68 total_reward_ma:887.89 loss:-0.01575 fps:532.3 +frame:1.54e+06 wall_t:2893 t:96250 epi:nan +opt_step:481120 lr:0.0003506 clip_eps:0.4 entropy:3.419 +2026-01-30 23:51:14 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:915.68 total_reward_ma:888.56 loss:-0.0194 fps:532.3 +frame:1.55e+06 wall_t:2912 t:96875 epi:nan +opt_step:484320 lr:0.0003492 clip_eps:0.4 entropy:3.419 +2026-01-30 23:51:32 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:914.64 total_reward_ma:889.20 loss:-0.0302 fps:532.4 +frame:1.56e+06 wall_t:2930 t:97500 epi:nan +opt_step:487360 lr:0.0003478 clip_eps:0.4 entropy:3.419 +2026-01-30 23:51:52 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:913.68 total_reward_ma:889.78 loss:-0.01947 fps:532.2 +frame:1.57e+06 wall_t:2950 t:98125 epi:nan +opt_step:490560 lr:0.0003463 clip_eps:0.4 entropy:3.419 +2026-01-30 23:52:10 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:913.68 total_reward_ma:890.03 loss:-0.02051 fps:532.3 +frame:1.58e+06 wall_t:2968 t:98750 epi:nan +opt_step:493600 lr:0.0003449 clip_eps:0.4 entropy:3.419 +2026-01-30 23:52:29 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:929.87 total_reward_ma:890.33 loss:-0.02132 fps:532.3 +frame:1.59e+06 wall_t:2987 t:99375 epi:nan +opt_step:496800 lr:0.0003435 clip_eps:0.4 entropy:3.419 +2026-01-30 23:52:48 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:946.45 total_reward_ma:890.75 loss:-0.01132 fps:532.3 +frame:1.60e+06 wall_t:3006 t:100000 epi:nan +opt_step:500000 lr:0.000342 clip_eps:0.4 entropy:3.419 +2026-01-30 23:53:07 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:949.47 total_reward_ma:891.24 loss:-0.008259 fps:532.2 +frame:1.61e+06 wall_t:3025 t:100625 epi:nan +opt_step:503040 lr:0.0003406 clip_eps:0.4 entropy:3.419 +2026-01-30 23:53:26 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:950.48 total_reward_ma:891.71 loss:-0.02215 fps:532.4 +frame:1.62e+06 wall_t:3043 t:101250 epi:nan +opt_step:506240 lr:0.0003392 clip_eps:0.4 entropy:3.419 +2026-01-30 23:53:44 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:958.94 total_reward_ma:892.27 loss:-0.006853 fps:532.3 +frame:1.63e+06 wall_t:3062 t:101875 epi:nan +opt_step:509280 lr:0.0003378 clip_eps:0.4 entropy:3.419 +2026-01-30 23:54:04 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.61 total_reward_ma:893.11 loss:-0.01051 fps:532.3 +frame:1.64e+06 wall_t:3081 t:102500 epi:nan +opt_step:512480 lr:0.0003363 clip_eps:0.4 entropy:3.265 +2026-01-30 23:54:22 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.61 total_reward_ma:894.08 loss:-0.02223 fps:532.4 +frame:1.65e+06 wall_t:3099 t:103125 epi:nan +opt_step:515520 lr:0.0003349 clip_eps:0.4 entropy:3.419 +2026-01-30 23:54:41 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.65 total_reward_ma:896.04 loss:-0.01431 fps:532.2 +frame:1.66e+06 wall_t:3119 t:103750 epi:nan +opt_step:518720 lr:0.0003335 clip_eps:0.4 entropy:3.419 +2026-01-30 23:54:59 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:983.61 total_reward_ma:898.12 loss:-0.01864 fps:532.4 +frame:1.67e+06 wall_t:3137 t:104375 epi:nan +opt_step:521760 lr:0.0003321 clip_eps:0.4 entropy:3.419 +2026-01-30 23:55:19 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:977.12 total_reward_ma:900.45 loss:-0.03229 fps:532.2 +frame:1.68e+06 wall_t:3157 t:105000 epi:nan +opt_step:524960 lr:0.0003306 clip_eps:0.4 entropy:3.419 +2026-01-30 23:55:37 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:977.12 total_reward_ma:902.90 loss:-0.004 fps:532.3 +frame:1.69e+06 wall_t:3175 t:105625 epi:nan +opt_step:528000 lr:0.0003292 clip_eps:0.4 entropy:3.235 +2026-01-30 23:55:56 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:977.12 total_reward_ma:905.54 loss:-0.005976 fps:532.2 +frame:1.70e+06 wall_t:3194 t:106250 epi:nan +opt_step:531200 lr:0.0003278 clip_eps:0.4 entropy:3.375 +2026-01-30 23:56:15 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:977.12 total_reward_ma:908.29 loss:-0.01494 fps:532.2 +frame:1.71e+06 wall_t:3213 t:106875 epi:nan +opt_step:534240 lr:0.0003264 clip_eps:0.4 entropy:3.255 +2026-01-30 23:56:34 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:964.45 total_reward_ma:911.10 loss:-0.01929 fps:532.3 +frame:1.72e+06 wall_t:3231 t:107500 epi:nan +opt_step:537440 lr:0.0003249 clip_eps:0.4 entropy:3.357 +2026-01-30 23:56:52 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:970.91 total_reward_ma:913.74 loss:-0.02185 fps:532.5 +frame:1.73e+06 wall_t:3249 t:108125 epi:nan +opt_step:540480 lr:0.0003235 clip_eps:0.4 entropy:3.319 +2026-01-30 23:57:11 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:907.95 total_reward_ma:915.18 loss:-0.02476 fps:532.3 +frame:1.74e+06 wall_t:3269 t:108750 epi:nan +opt_step:543680 lr:0.0003221 clip_eps:0.4 entropy:3.19 +2026-01-30 23:57:29 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:907.95 total_reward_ma:916.37 loss:-0.003226 fps:532.4 +frame:1.75e+06 wall_t:3287 t:109375 epi:nan +opt_step:546720 lr:0.0003207 clip_eps:0.4 entropy:2.782 +2026-01-30 23:57:48 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:893.60 total_reward_ma:917.33 loss:-0.007628 fps:532.4 +frame:1.76e+06 wall_t:3306 t:110000 epi:nan +opt_step:549920 lr:0.0003192 clip_eps:0.4 entropy:3.329 +2026-01-30 23:58:08 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:893.60 total_reward_ma:918.96 loss:-0.006585 fps:532.3 +frame:1.77e+06 wall_t:3325 t:110625 epi:nan +opt_step:553120 lr:0.0003178 clip_eps:0.4 entropy:2.982 +2026-01-30 23:58:27 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:892.28 total_reward_ma:920.57 loss:-0.01482 fps:532.3 +frame:1.78e+06 wall_t:3344 t:111250 epi:nan +opt_step:556160 lr:0.0003164 clip_eps:0.4 entropy:3.13 +2026-01-30 23:58:45 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:892.28 total_reward_ma:922.06 loss:-0.006509 fps:532.3 +frame:1.79e+06 wall_t:3363 t:111875 epi:nan +opt_step:559360 lr:0.0003149 clip_eps:0.4 entropy:3.292 +2026-01-30 23:59:03 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:892.28 total_reward_ma:923.41 loss:-0.006719 fps:532.4 +frame:1.80e+06 wall_t:3381 t:112500 epi:nan +opt_step:562400 lr:0.0003135 clip_eps:0.4 entropy:3.254 +2026-01-30 23:59:23 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:912.32 total_reward_ma:924.67 loss:0.0005237 fps:532.2 +frame:1.81e+06 wall_t:3401 t:113125 epi:nan +opt_step:565600 lr:0.0003121 clip_eps:0.4 entropy:2.649 +2026-01-30 23:59:41 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:914.88 total_reward_ma:926.16 loss:-0.012 fps:532.3 +frame:1.82e+06 wall_t:3419 t:113750 epi:nan +opt_step:568640 lr:0.0003107 clip_eps:0.4 entropy:3.263 +2026-01-31 00:00:00 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:939.69 total_reward_ma:927.94 loss:-0.01113 fps:532.3 +frame:1.83e+06 wall_t:3438 t:114375 epi:nan +opt_step:571840 lr:0.0003092 clip_eps:0.4 entropy:3.328 +2026-01-31 00:00:19 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:973.86 total_reward_ma:930.09 loss:0.04393 fps:532.4 +frame:1.84e+06 wall_t:3456 t:115000 epi:nan +opt_step:574880 lr:0.0003079 clip_eps:0.4 entropy:2.987 +2026-01-31 00:00:38 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:973.86 total_reward_ma:931.86 loss:0.05953 fps:532.2 +frame:1.85e+06 wall_t:3476 t:115625 epi:nan +opt_step:578080 lr:0.0003064 clip_eps:0.4 entropy:2.4 +2026-01-31 00:00:56 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:991.87 total_reward_ma:933.55 loss:-0.008565 fps:532.3 +frame:1.86e+06 wall_t:3494 t:116250 epi:nan +opt_step:581120 lr:0.000305 clip_eps:0.4 entropy:2.791 +2026-01-31 00:01:15 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:989.28 total_reward_ma:935.33 loss:-0.002001 fps:532.3 +frame:1.87e+06 wall_t:3513 t:116875 epi:nan +opt_step:584320 lr:0.0003036 clip_eps:0.4 entropy:3.092 +2026-01-31 00:01:34 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:965.07 total_reward_ma:936.60 loss:0.009811 fps:532.3 +frame:1.88e+06 wall_t:3532 t:117500 epi:nan +opt_step:587360 lr:0.0003022 clip_eps:0.4 entropy:3.371 +2026-01-31 00:01:53 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:963.84 total_reward_ma:937.89 loss:-0.009078 fps:532.4 +frame:1.89e+06 wall_t:3550 t:118125 epi:nan +opt_step:590560 lr:0.0003007 clip_eps:0.4 entropy:3.292 +2026-01-31 00:02:11 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:963.84 total_reward_ma:939.62 loss:-0.00405 fps:532.4 +frame:1.90e+06 wall_t:3569 t:118750 epi:nan +opt_step:593600 lr:0.0002993 clip_eps:0.4 entropy:3.179 +2026-01-31 00:02:30 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:884.14 total_reward_ma:940.51 loss:-0.01346 fps:532.3 +frame:1.91e+06 wall_t:3588 t:119375 epi:nan +opt_step:596800 lr:0.0002979 clip_eps:0.4 entropy:3.235 +2026-01-31 00:02:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:877.09 total_reward_ma:941.10 loss:0.01912 fps:532.3 +frame:1.92e+06 wall_t:3607 t:120000 epi:nan +opt_step:600000 lr:0.0002964 clip_eps:0.4 entropy:2.43 +2026-01-31 00:03:08 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:870.47 total_reward_ma:941.43 loss:-0.04765 fps:532.4 +frame:1.93e+06 wall_t:3625 t:120625 epi:nan +opt_step:603040 lr:0.000295 clip_eps:0.4 entropy:3.148 +2026-01-31 00:03:27 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:869.78 total_reward_ma:941.73 loss:-0.0004136 fps:532.4 +frame:1.94e+06 wall_t:3644 t:121250 epi:nan +opt_step:606240 lr:0.0002936 clip_eps:0.4 entropy:2.499 +2026-01-31 00:03:46 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:858.91 total_reward_ma:941.44 loss:0.007437 fps:532.4 +frame:1.95e+06 wall_t:3663 t:121875 epi:nan +opt_step:609280 lr:0.0002922 clip_eps:0.4 entropy:2.352 +2026-01-31 00:04:04 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:867.46 total_reward_ma:941.18 loss:0.0134 fps:532.3 +frame:1.96e+06 wall_t:3682 t:122500 epi:nan +opt_step:612480 lr:0.0002907 clip_eps:0.4 entropy:2.239 +2026-01-31 00:04:22 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:880.71 total_reward_ma:941.11 loss:0.006403 fps:532.4 +frame:1.97e+06 wall_t:3700 t:123125 epi:nan +opt_step:615520 lr:0.0002893 clip_eps:0.4 entropy:1.738 +2026-01-31 00:04:42 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:881.94 total_reward_ma:940.87 loss:0.01794 fps:532.3 +frame:1.98e+06 wall_t:3720 t:123750 epi:nan +opt_step:618720 lr:0.0002879 clip_eps:0.4 entropy:1.944 +2026-01-31 00:05:00 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:881.94 total_reward_ma:940.47 loss:-0.02522 fps:532.4 +frame:1.99e+06 wall_t:3738 t:124375 epi:nan +opt_step:621760 lr:0.0002865 clip_eps:0.4 entropy:2.608 +2026-01-31 00:05:19 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:912.52 total_reward_ma:939.84 loss:0.01888 fps:532.3 +frame:2.00e+06 wall_t:3757 t:125000 epi:nan +opt_step:624960 lr:0.000285 clip_eps:0.4 entropy:2.403 +2026-01-31 00:05:37 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:961.64 total_reward_ma:939.68 loss:0.006603 fps:532.5 +frame:2.01e+06 wall_t:3775 t:125625 epi:nan +opt_step:628000 lr:0.0002836 clip_eps:0.4 entropy:2.64 +2026-01-31 00:05:57 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:940.04 total_reward_ma:939.30 loss:0.03352 fps:532.3 +frame:2.02e+06 wall_t:3795 t:126250 epi:nan +opt_step:631200 lr:0.0002822 clip_eps:0.4 entropy:3.198 +2026-01-31 00:06:15 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:930.21 total_reward_ma:938.78 loss:-0.005116 fps:532.4 +frame:2.03e+06 wall_t:3813 t:126875 epi:nan +opt_step:634240 lr:0.0002808 clip_eps:0.4 entropy:3.289 +2026-01-31 00:06:34 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:941.77 total_reward_ma:938.37 loss:-0.007088 fps:532.4 +frame:2.04e+06 wall_t:3832 t:127500 epi:nan +opt_step:637440 lr:0.0002793 clip_eps:0.4 entropy:3.183 +2026-01-31 00:06:53 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:932.24 total_reward_ma:937.87 loss:0.00077 fps:532.5 +frame:2.05e+06 wall_t:3850 t:128125 epi:nan +opt_step:640480 lr:0.0002779 clip_eps:0.4 entropy:2.668 +2026-01-31 00:07:12 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:941.39 total_reward_ma:937.46 loss:0.01999 fps:532.4 +frame:2.06e+06 wall_t:3869 t:128750 epi:nan +opt_step:643680 lr:0.0002765 clip_eps:0.4 entropy:2.692 +2026-01-31 00:07:30 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:941.39 total_reward_ma:937.06 loss:0.005975 fps:532.4 +frame:2.07e+06 wall_t:3888 t:129375 epi:nan +opt_step:646720 lr:0.0002751 clip_eps:0.4 entropy:2.868 +2026-01-31 00:07:49 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:941.39 total_reward_ma:936.79 loss:0.01002 fps:532.4 +frame:2.08e+06 wall_t:3907 t:130000 epi:nan +opt_step:649920 lr:0.0002736 clip_eps:0.4 entropy:2.974 +2026-01-31 00:08:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:941.39 total_reward_ma:936.53 loss:-0.009104 fps:532.3 +frame:2.09e+06 wall_t:3926 t:130625 epi:nan +opt_step:653120 lr:0.0002722 clip_eps:0.4 entropy:2.348 +2026-01-31 00:08:26 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:941.39 total_reward_ma:936.79 loss:0.00484 fps:532.5 +frame:2.10e+06 wall_t:3944 t:131250 epi:nan +opt_step:656160 lr:0.0002708 clip_eps:0.4 entropy:3.069 +2026-01-31 00:08:45 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:965.95 total_reward_ma:937.43 loss:-0.003912 fps:532.4 +frame:2.11e+06 wall_t:3963 t:131875 epi:nan +opt_step:659360 lr:0.0002693 clip_eps:0.4 entropy:2.926 +2026-01-31 00:09:04 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:974.02 total_reward_ma:938.15 loss:-0.01616 fps:532.4 +frame:2.12e+06 wall_t:3982 t:132500 epi:nan +opt_step:662400 lr:0.0002679 clip_eps:0.4 entropy:2.753 +2026-01-31 00:09:23 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:990.47 total_reward_ma:939.38 loss:-0.01466 fps:532.4 +frame:2.13e+06 wall_t:4001 t:133125 epi:nan +opt_step:665600 lr:0.0002665 clip_eps:0.4 entropy:2.924 +2026-01-31 00:09:41 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:986.85 total_reward_ma:940.62 loss:-0.007866 fps:532.5 +frame:2.14e+06 wall_t:4019 t:133750 epi:nan +opt_step:668640 lr:0.0002651 clip_eps:0.4 entropy:2.863 +2026-01-31 00:10:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.38 total_reward_ma:941.95 loss:0.04856 fps:532.4 +frame:2.15e+06 wall_t:4038 t:134375 epi:nan +opt_step:671840 lr:0.0002636 clip_eps:0.4 entropy:2.495 +2026-01-31 00:10:19 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.38 total_reward_ma:943.12 loss:0.0433 fps:532.4 +frame:2.16e+06 wall_t:4057 t:135000 epi:nan +opt_step:674880 lr:0.0002623 clip_eps:0.4 entropy:2.243 +2026-01-31 00:10:38 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.38 total_reward_ma:944.16 loss:0.006702 fps:532.4 +frame:2.17e+06 wall_t:4076 t:135625 epi:nan +opt_step:678080 lr:0.0002608 clip_eps:0.4 entropy:2.061 +2026-01-31 00:10:56 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.38 total_reward_ma:945.21 loss:-0.01166 fps:532.5 +frame:2.18e+06 wall_t:4094 t:136250 epi:nan +opt_step:681120 lr:0.0002594 clip_eps:0.4 entropy:3.078 +2026-01-31 00:11:16 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.38 total_reward_ma:945.86 loss:0.006341 fps:532.3 +frame:2.19e+06 wall_t:4114 t:136875 epi:nan +opt_step:684320 lr:0.000258 clip_eps:0.4 entropy:2.322 +2026-01-31 00:11:34 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.38 total_reward_ma:946.23 loss:-0.008822 fps:532.6 +frame:2.20e+06 wall_t:4131 t:137500 epi:nan +opt_step:687360 lr:0.0002566 clip_eps:0.4 entropy:2.766 +2026-01-31 00:11:53 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:993.37 total_reward_ma:946.56 loss:-0.01155 fps:532.5 +frame:2.21e+06 wall_t:4150 t:138125 epi:nan +opt_step:690560 lr:0.0002551 clip_eps:0.4 entropy:2.595 +2026-01-31 00:12:11 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:993.37 total_reward_ma:946.95 loss:0.01115 fps:532.5 +frame:2.22e+06 wall_t:4169 t:138750 epi:nan +opt_step:693600 lr:0.0002537 clip_eps:0.4 entropy:1.942 +2026-01-31 00:12:30 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.99 total_reward_ma:947.11 loss:0.04347 fps:532.5 +frame:2.23e+06 wall_t:4188 t:139375 epi:nan +opt_step:696800 lr:0.0002523 clip_eps:0.4 entropy:1.596 +2026-01-31 00:12:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.99 total_reward_ma:947.27 loss:0.01658 fps:532.4 +frame:2.24e+06 wall_t:4207 t:140000 epi:nan +opt_step:700000 lr:0.0002508 clip_eps:0.4 entropy:2.08 +2026-01-31 00:13:08 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.99 total_reward_ma:947.43 loss:0.04335 fps:532.4 +frame:2.25e+06 wall_t:4226 t:140625 epi:nan +opt_step:703040 lr:0.0002494 clip_eps:0.4 entropy:1.67 +2026-01-31 00:13:28 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.99 total_reward_ma:947.69 loss:0.02028 fps:532.4 +frame:2.26e+06 wall_t:4245 t:141250 epi:nan +opt_step:706240 lr:0.000248 clip_eps:0.4 entropy:1.884 +2026-01-31 00:13:46 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.99 total_reward_ma:948.04 loss:-0.01691 fps:532.5 +frame:2.27e+06 wall_t:4263 t:141875 epi:nan +opt_step:709280 lr:0.0002466 clip_eps:0.4 entropy:2.578 +2026-01-31 00:14:05 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.99 total_reward_ma:948.39 loss:-0.01468 fps:532.5 +frame:2.28e+06 wall_t:4282 t:142500 epi:nan +opt_step:712480 lr:0.0002451 clip_eps:0.4 entropy:2.467 +2026-01-31 00:14:24 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.99 total_reward_ma:948.84 loss:0.008114 fps:532.4 +frame:2.29e+06 wall_t:4301 t:143125 epi:nan +opt_step:715520 lr:0.0002437 clip_eps:0.4 entropy:2.431 +2026-01-31 00:14:42 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.99 total_reward_ma:949.61 loss:0.002063 fps:532.4 +frame:2.30e+06 wall_t:4320 t:143750 epi:nan +opt_step:718720 lr:0.0002423 clip_eps:0.4 entropy:2.383 +2026-01-31 00:15:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:950.46 loss:-0.009144 fps:532.5 +frame:2.31e+06 wall_t:4338 t:144375 epi:nan +opt_step:721760 lr:0.0002409 clip_eps:0.4 entropy:2.44 +2026-01-31 00:15:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:951.30 loss:-8.063e-05 fps:532.4 +frame:2.32e+06 wall_t:4358 t:145000 epi:nan +opt_step:724960 lr:0.0002394 clip_eps:0.4 entropy:2.439 +2026-01-31 00:15:39 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:952.20 loss:-0.003579 fps:532.4 +frame:2.33e+06 wall_t:4376 t:145625 epi:nan +opt_step:728000 lr:0.000238 clip_eps:0.4 entropy:2.787 +2026-01-31 00:15:57 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:953.11 loss:-0.004793 fps:532.4 +frame:2.34e+06 wall_t:4395 t:146250 epi:nan +opt_step:731200 lr:0.0002366 clip_eps:0.4 entropy:2.812 +2026-01-31 00:16:15 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:953.99 loss:-0.009898 fps:532.5 +frame:2.35e+06 wall_t:4413 t:146875 epi:nan +opt_step:734240 lr:0.0002352 clip_eps:0.4 entropy:2.569 +2026-01-31 00:16:35 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:954.83 loss:-0.01801 fps:532.4 +frame:2.36e+06 wall_t:4433 t:147500 epi:nan +opt_step:737440 lr:0.0002337 clip_eps:0.4 entropy:3.111 +2026-01-31 00:16:53 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:955.67 loss:-0.007622 fps:532.5 +frame:2.37e+06 wall_t:4451 t:148125 epi:nan +opt_step:740480 lr:0.0002323 clip_eps:0.4 entropy:3.231 +2026-01-31 00:17:12 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:956.47 loss:-0.01447 fps:532.4 +frame:2.38e+06 wall_t:4470 t:148750 epi:nan +opt_step:743680 lr:0.0002309 clip_eps:0.4 entropy:3.074 +2026-01-31 00:17:31 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:957.07 loss:-0.01488 fps:532.4 +frame:2.39e+06 wall_t:4489 t:149375 epi:nan +opt_step:746720 lr:0.0002295 clip_eps:0.4 entropy:3.419 +2026-01-31 00:17:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:957.43 loss:-0.01195 fps:532.4 +frame:2.40e+06 wall_t:4508 t:150000 epi:nan +opt_step:749920 lr:0.000228 clip_eps:0.4 entropy:3.419 +2026-01-31 00:18:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:957.71 loss:-0.01482 fps:532.4 +frame:2.41e+06 wall_t:4527 t:150625 epi:nan +opt_step:753120 lr:0.0002266 clip_eps:0.4 entropy:3.381 +2026-01-31 00:18:27 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:965.59 total_reward_ma:957.64 loss:-0.005026 fps:532.5 +frame:2.42e+06 wall_t:4545 t:151250 epi:nan +opt_step:756160 lr:0.0002252 clip_eps:0.4 entropy:3.419 +2026-01-31 00:18:47 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:949.31 total_reward_ma:957.32 loss:-0.02493 fps:532.3 +frame:2.43e+06 wall_t:4565 t:151875 epi:nan +opt_step:759360 lr:0.0002237 clip_eps:0.4 entropy:3.419 +2026-01-31 00:19:05 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:949.31 total_reward_ma:956.99 loss:-0.01389 fps:532.5 +frame:2.44e+06 wall_t:4582 t:152500 epi:nan +opt_step:762400 lr:0.0002223 clip_eps:0.4 entropy:3.419 +2026-01-31 00:19:24 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:947.18 total_reward_ma:956.56 loss:-0.01338 fps:532.4 +frame:2.45e+06 wall_t:4602 t:153125 epi:nan +opt_step:765600 lr:0.0002209 clip_eps:0.4 entropy:3.333 +2026-01-31 00:19:43 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:941.83 total_reward_ma:956.03 loss:0.05489 fps:532.5 +frame:2.46e+06 wall_t:4620 t:153750 epi:nan +opt_step:768640 lr:0.0002195 clip_eps:0.4 entropy:3.066 +2026-01-31 00:20:02 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:922.87 total_reward_ma:955.31 loss:-0.01033 fps:532.4 +frame:2.47e+06 wall_t:4639 t:154375 epi:nan +opt_step:771840 lr:0.000218 clip_eps:0.4 entropy:3.371 +2026-01-31 00:20:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:922.87 total_reward_ma:954.54 loss:-0.006628 fps:532.5 +frame:2.48e+06 wall_t:4657 t:155000 epi:nan +opt_step:774880 lr:0.0002167 clip_eps:0.4 entropy:3.419 +2026-01-31 00:20:39 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:914.18 total_reward_ma:953.68 loss:-0.00851 fps:532.4 +frame:2.49e+06 wall_t:4677 t:155625 epi:nan +opt_step:778080 lr:0.0002152 clip_eps:0.4 entropy:3.419 +2026-01-31 00:20:58 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:897.68 total_reward_ma:952.92 loss:-0.03251 fps:532.5 +frame:2.50e+06 wall_t:4695 t:156250 epi:nan +opt_step:781120 lr:0.0002138 clip_eps:0.4 entropy:3.419 +2026-01-31 00:21:16 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:885.91 total_reward_ma:952.11 loss:-0.01335 fps:532.5 +frame:2.51e+06 wall_t:4714 t:156875 epi:nan +opt_step:784320 lr:0.0002124 clip_eps:0.4 entropy:3.419 +2026-01-31 00:21:34 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:921.89 total_reward_ma:951.77 loss:-0.01506 fps:532.5 +frame:2.52e+06 wall_t:4732 t:157500 epi:nan +opt_step:787360 lr:0.000211 clip_eps:0.4 entropy:3.386 +2026-01-31 00:21:54 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:921.24 total_reward_ma:951.46 loss:0.0002267 fps:532.4 +frame:2.53e+06 wall_t:4752 t:158125 epi:nan +opt_step:790560 lr:0.0002095 clip_eps:0.4 entropy:3.33 +2026-01-31 00:22:12 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:923.37 total_reward_ma:951.54 loss:0.00497 fps:532.5 +frame:2.54e+06 wall_t:4770 t:158750 epi:nan +opt_step:793600 lr:0.0002081 clip_eps:0.4 entropy:3.293 +2026-01-31 00:22:31 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:907.10 total_reward_ma:951.45 loss:0.01118 fps:532.5 +frame:2.55e+06 wall_t:4789 t:159375 epi:nan +opt_step:796800 lr:0.0002067 clip_eps:0.4 entropy:3.247 +2026-01-31 00:22:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:892.38 total_reward_ma:951.23 loss:0.01924 fps:532.4 +frame:2.56e+06 wall_t:4808 t:160000 epi:nan +opt_step:800000 lr:0.0002052 clip_eps:0.4 entropy:3.152 +2026-01-31 00:23:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:890.26 total_reward_ma:951.00 loss:-0.02264 fps:532.4 +frame:2.57e+06 wall_t:4827 t:160625 epi:nan +opt_step:803040 lr:0.0002038 clip_eps:0.4 entropy:3.052 +2026-01-31 00:23:28 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:898.38 total_reward_ma:950.84 loss:0.02973 fps:532.4 +frame:2.58e+06 wall_t:4846 t:161250 epi:nan +opt_step:806240 lr:0.0002024 clip_eps:0.4 entropy:2.804 +2026-01-31 00:23:46 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:891.14 total_reward_ma:950.46 loss:-0.01171 fps:532.5 +frame:2.59e+06 wall_t:4864 t:161875 epi:nan +opt_step:809280 lr:0.000201 clip_eps:0.4 entropy:2.798 +2026-01-31 00:24:06 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:903.36 total_reward_ma:950.03 loss:0.03405 fps:532.5 +frame:2.60e+06 wall_t:4883 t:162500 epi:nan +opt_step:812480 lr:0.0001995 clip_eps:0.4 entropy:2.278 +2026-01-31 00:24:23 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:899.49 total_reward_ma:949.53 loss:0.005853 fps:532.5 +frame:2.61e+06 wall_t:4901 t:163125 epi:nan +opt_step:815520 lr:0.0001981 clip_eps:0.4 entropy:2.612 +2026-01-31 00:24:42 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:900.14 total_reward_ma:949.02 loss:0.06039 fps:532.5 +frame:2.62e+06 wall_t:4920 t:163750 epi:nan +opt_step:818720 lr:0.0001967 clip_eps:0.4 entropy:2.226 +2026-01-31 00:25:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:903.21 total_reward_ma:948.47 loss:0.07337 fps:532.5 +frame:2.63e+06 wall_t:4939 t:164375 epi:nan +opt_step:821760 lr:0.0001953 clip_eps:0.4 entropy:1.916 +2026-01-31 00:25:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:921.76 total_reward_ma:947.87 loss:0.02236 fps:532.5 +frame:2.64e+06 wall_t:4958 t:165000 epi:nan +opt_step:824960 lr:0.0001938 clip_eps:0.4 entropy:2.515 +2026-01-31 00:25:39 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:937.51 total_reward_ma:947.43 loss:0.04309 fps:532.6 +frame:2.65e+06 wall_t:4976 t:165625 epi:nan +opt_step:828000 lr:0.0001924 clip_eps:0.4 entropy:2.665 +2026-01-31 00:25:58 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:934.60 total_reward_ma:946.95 loss:0.02359 fps:532.5 +frame:2.66e+06 wall_t:4995 t:166250 epi:nan +opt_step:831200 lr:0.000191 clip_eps:0.4 entropy:1.721 +2026-01-31 00:26:17 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:952.31 total_reward_ma:946.63 loss:0.00927 fps:532.5 +frame:2.67e+06 wall_t:5014 t:166875 epi:nan +opt_step:834240 lr:0.0001896 clip_eps:0.4 entropy:2.528 +2026-01-31 00:26:35 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:951.48 total_reward_ma:946.38 loss:0.02184 fps:532.5 +frame:2.68e+06 wall_t:5033 t:167500 epi:nan +opt_step:837440 lr:0.0001881 clip_eps:0.4 entropy:2.331 +2026-01-31 00:26:53 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:955.20 total_reward_ma:946.16 loss:0.02595 fps:532.6 +frame:2.69e+06 wall_t:5051 t:168125 epi:nan +opt_step:840480 lr:0.0001867 clip_eps:0.4 entropy:2.12 +2026-01-31 00:27:13 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:938.36 total_reward_ma:945.77 loss:0.04975 fps:532.4 +frame:2.70e+06 wall_t:5071 t:168750 epi:nan +opt_step:843680 lr:0.0001853 clip_eps:0.4 entropy:1.907 +2026-01-31 00:27:31 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:896.01 total_reward_ma:944.96 loss:-0.00266 fps:532.5 +frame:2.71e+06 wall_t:5089 t:169375 epi:nan +opt_step:846720 lr:0.0001839 clip_eps:0.4 entropy:3.387 +2026-01-31 00:27:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:854.41 total_reward_ma:943.86 loss:0.0218 fps:532.5 +frame:2.72e+06 wall_t:5108 t:170000 epi:nan +opt_step:849920 lr:0.0001824 clip_eps:0.4 entropy:2.962 +2026-01-31 00:28:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:829.90 total_reward_ma:942.45 loss:0.01601 fps:532.5 +frame:2.73e+06 wall_t:5127 t:170625 epi:nan +opt_step:853120 lr:0.000181 clip_eps:0.4 entropy:2.669 +2026-01-31 00:28:28 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:815.96 total_reward_ma:941.53 loss:-0.01977 fps:532.5 +frame:2.74e+06 wall_t:5146 t:171250 epi:nan +opt_step:856160 lr:0.0001796 clip_eps:0.4 entropy:2.94 +2026-01-31 00:28:47 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:802.95 total_reward_ma:940.48 loss:-0.003193 fps:532.4 +frame:2.75e+06 wall_t:5165 t:171875 epi:nan +opt_step:859360 lr:0.0001781 clip_eps:0.4 entropy:3.343 +2026-01-31 00:29:05 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:790.25 total_reward_ma:939.44 loss:-0.004629 fps:532.5 +frame:2.76e+06 wall_t:5183 t:172500 epi:nan +opt_step:862400 lr:0.0001767 clip_eps:0.4 entropy:3.241 +2026-01-31 00:29:25 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:806.69 total_reward_ma:938.57 loss:0.007385 fps:532.5 +frame:2.77e+06 wall_t:5202 t:173125 epi:nan +opt_step:865600 lr:0.0001753 clip_eps:0.4 entropy:2.508 +2026-01-31 00:29:43 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:808.93 total_reward_ma:937.74 loss:0.05569 fps:532.6 +frame:2.78e+06 wall_t:5220 t:173750 epi:nan +opt_step:868640 lr:0.0001739 clip_eps:0.4 entropy:2.728 +2026-01-31 00:30:02 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:843.39 total_reward_ma:937.25 loss:0.04711 fps:532.4 +frame:2.79e+06 wall_t:5240 t:174375 epi:nan +opt_step:871840 lr:0.0001724 clip_eps:0.4 entropy:2.296 +2026-01-31 00:30:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:876.87 total_reward_ma:937.10 loss:0.07608 fps:532.5 +frame:2.80e+06 wall_t:5258 t:175000 epi:nan +opt_step:874880 lr:0.0001711 clip_eps:0.4 entropy:2.479 +2026-01-31 00:30:40 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:900.54 total_reward_ma:936.98 loss:0.03136 fps:532.4 +frame:2.81e+06 wall_t:5278 t:175625 epi:nan +opt_step:878080 lr:0.0001696 clip_eps:0.4 entropy:2.557 +2026-01-31 00:30:58 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:925.06 total_reward_ma:937.08 loss:-0.002424 fps:532.5 +frame:2.82e+06 wall_t:5296 t:176250 epi:nan +opt_step:881120 lr:0.0001682 clip_eps:0.4 entropy:2.917 +2026-01-31 00:31:17 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:866.15 total_reward_ma:936.35 loss:-0.005809 fps:532.5 +frame:2.83e+06 wall_t:5315 t:176875 epi:nan +opt_step:884320 lr:0.0001668 clip_eps:0.4 entropy:3.358 +2026-01-31 00:31:36 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:877.56 total_reward_ma:935.38 loss:0.04312 fps:532.4 +frame:2.84e+06 wall_t:5334 t:177500 epi:nan +opt_step:887360 lr:0.0001654 clip_eps:0.4 entropy:2.619 +2026-01-31 00:31:54 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:881.71 total_reward_ma:934.46 loss:0.01881 fps:532.5 +frame:2.85e+06 wall_t:5352 t:178125 epi:nan +opt_step:890560 lr:0.0001639 clip_eps:0.4 entropy:2.849 +2026-01-31 00:32:13 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:878.34 total_reward_ma:933.33 loss:0.03216 fps:532.6 +frame:2.86e+06 wall_t:5370 t:178750 epi:nan +opt_step:893600 lr:0.0001625 clip_eps:0.4 entropy:2.83 +2026-01-31 00:32:32 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:845.47 total_reward_ma:931.89 loss:-0.004471 fps:532.5 +frame:2.87e+06 wall_t:5390 t:179375 epi:nan +opt_step:896800 lr:0.0001611 clip_eps:0.4 entropy:2.855 +2026-01-31 00:32:51 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:844.39 total_reward_ma:930.68 loss:-0.01351 fps:532.4 +frame:2.88e+06 wall_t:5409 t:180000 epi:nan +opt_step:900000 lr:0.0001596 clip_eps:0.4 entropy:3.419 +2026-01-31 00:33:10 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:848.92 total_reward_ma:929.53 loss:-0.00987 fps:532.5 +frame:2.89e+06 wall_t:5427 t:180625 epi:nan +opt_step:903040 lr:0.0001582 clip_eps:0.4 entropy:3.215 +2026-01-31 00:33:29 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:858.71 total_reward_ma:928.48 loss:0.00869 fps:532.5 +frame:2.90e+06 wall_t:5446 t:181250 epi:nan +opt_step:906240 lr:0.0001568 clip_eps:0.4 entropy:2.523 +2026-01-31 00:33:47 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:858.93 total_reward_ma:928.23 loss:0.07898 fps:532.5 +frame:2.91e+06 wall_t:5465 t:181875 epi:nan +opt_step:909280 lr:0.0001554 clip_eps:0.4 entropy:2.254 +2026-01-31 00:34:06 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:902.93 total_reward_ma:928.49 loss:0.02127 fps:532.5 +frame:2.92e+06 wall_t:5484 t:182500 epi:nan +opt_step:912480 lr:0.0001539 clip_eps:0.4 entropy:2.484 +2026-01-31 00:34:24 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:941.21 total_reward_ma:929.20 loss:0.04031 fps:532.5 +frame:2.93e+06 wall_t:5502 t:183125 epi:nan +opt_step:915520 lr:0.0001525 clip_eps:0.4 entropy:2.809 +2026-01-31 00:34:44 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:951.19 total_reward_ma:930.01 loss:0.01501 fps:532.4 +frame:2.94e+06 wall_t:5522 t:183750 epi:nan +opt_step:918720 lr:0.0001511 clip_eps:0.4 entropy:2.46 +2026-01-31 00:35:02 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:951.19 total_reward_ma:930.93 loss:0.005885 fps:532.5 +frame:2.95e+06 wall_t:5540 t:184375 epi:nan +opt_step:921760 lr:0.0001497 clip_eps:0.4 entropy:3.006 +2026-01-31 00:35:21 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:965.18 total_reward_ma:931.91 loss:-0.00232 fps:532.5 +frame:2.96e+06 wall_t:5559 t:185000 epi:nan +opt_step:924960 lr:0.0001482 clip_eps:0.4 entropy:2.925 +2026-01-31 00:35:40 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:992.43 total_reward_ma:933.03 loss:0.0004195 fps:532.5 +frame:2.97e+06 wall_t:5577 t:185625 epi:nan +opt_step:928000 lr:0.0001468 clip_eps:0.4 entropy:2.926 +2026-01-31 00:35:59 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:992.43 total_reward_ma:934.13 loss:0.02177 fps:532.4 +frame:2.98e+06 wall_t:5597 t:186250 epi:nan +opt_step:931200 lr:0.0001454 clip_eps:0.4 entropy:2.242 +2026-01-31 00:36:17 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.03 total_reward_ma:935.27 loss:0.09203 fps:532.5 +frame:2.99e+06 wall_t:5615 t:186875 epi:nan +opt_step:934240 lr:0.000144 clip_eps:0.4 entropy:1.52 +2026-01-31 00:36:36 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:986.43 total_reward_ma:936.01 loss:0.06307 fps:532.5 +frame:3.00e+06 wall_t:5634 t:187500 epi:nan +opt_step:937440 lr:0.0001425 clip_eps:0.4 entropy:1.936 +2026-01-31 00:36:55 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:979.39 total_reward_ma:936.19 loss:0.03618 fps:532.6 +frame:3.01e+06 wall_t:5652 t:188125 epi:nan +opt_step:940480 lr:0.0001411 clip_eps:0.4 entropy:2.418 +2026-01-31 00:37:14 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:967.64 total_reward_ma:936.47 loss:-0.01755 fps:532.5 +frame:3.02e+06 wall_t:5671 t:188750 epi:nan +opt_step:943680 lr:0.0001397 clip_eps:0.4 entropy:3.413 +2026-01-31 00:37:32 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:967.64 total_reward_ma:936.84 loss:-0.002378 fps:532.6 +frame:3.03e+06 wall_t:5689 t:189375 epi:nan +opt_step:946720 lr:0.0001383 clip_eps:0.4 entropy:2.871 +2026-01-31 00:37:51 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:967.64 total_reward_ma:937.10 loss:0.02694 fps:532.5 +frame:3.04e+06 wall_t:5709 t:190000 epi:nan +opt_step:949920 lr:0.0001368 clip_eps:0.4 entropy:2.614 +2026-01-31 00:38:10 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:967.64 total_reward_ma:937.45 loss:0.03361 fps:532.5 +frame:3.05e+06 wall_t:5728 t:190625 epi:nan +opt_step:953120 lr:0.0001354 clip_eps:0.4 entropy:2.355 +2026-01-31 00:38:28 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:967.64 total_reward_ma:937.71 loss:0.03704 fps:532.5 +frame:3.06e+06 wall_t:5746 t:191250 epi:nan +opt_step:956160 lr:0.000134 clip_eps:0.4 entropy:2.645 +2026-01-31 00:38:47 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:971.61 total_reward_ma:938.02 loss:0.009271 fps:532.5 +frame:3.07e+06 wall_t:5765 t:191875 epi:nan +opt_step:959360 lr:0.0001325 clip_eps:0.4 entropy:2.525 +2026-01-31 00:39:06 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:971.61 total_reward_ma:938.32 loss:0.004471 fps:532.5 +frame:3.08e+06 wall_t:5784 t:192500 epi:nan +opt_step:962400 lr:0.0001311 clip_eps:0.4 entropy:2.051 +2026-01-31 00:39:25 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:971.61 total_reward_ma:938.62 loss:0.006085 fps:532.5 +frame:3.09e+06 wall_t:5803 t:193125 epi:nan +opt_step:965600 lr:0.0001297 clip_eps:0.4 entropy:2.615 +2026-01-31 00:39:43 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.21 total_reward_ma:939.02 loss:-0.003008 fps:532.6 +frame:3.10e+06 wall_t:5821 t:193750 epi:nan +opt_step:968640 lr:0.0001283 clip_eps:0.4 entropy:2.462 +2026-01-31 00:40:03 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:988.25 total_reward_ma:939.24 loss:0.02211 fps:532.5 +frame:3.11e+06 wall_t:5840 t:194375 epi:nan +opt_step:971840 lr:0.0001268 clip_eps:0.4 entropy:2.13 +2026-01-31 00:40:21 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:939.50 loss:0.003787 fps:532.5 +frame:3.12e+06 wall_t:5859 t:195000 epi:nan +opt_step:974880 lr:0.0001255 clip_eps:0.4 entropy:2.336 +2026-01-31 00:40:40 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:939.60 loss:0.0168 fps:532.5 +frame:3.13e+06 wall_t:5878 t:195625 epi:nan +opt_step:978080 lr:0.000124 clip_eps:0.4 entropy:2.278 +2026-01-31 00:40:58 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:939.73 loss:0.0002867 fps:532.6 +frame:3.14e+06 wall_t:5896 t:196250 epi:nan +opt_step:981120 lr:0.0001226 clip_eps:0.4 entropy:2.575 +2026-01-31 00:41:18 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:939.77 loss:-0.01636 fps:532.5 +frame:3.15e+06 wall_t:5916 t:196875 epi:nan +opt_step:984320 lr:0.0001212 clip_eps:0.4 entropy:3.203 +2026-01-31 00:41:36 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:939.80 loss:0.01364 fps:532.5 +frame:3.16e+06 wall_t:5934 t:197500 epi:nan +opt_step:987360 lr:0.0001198 clip_eps:0.4 entropy:2.075 +2026-01-31 00:41:55 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:939.84 loss:0.01625 fps:532.5 +frame:3.17e+06 wall_t:5953 t:198125 epi:nan +opt_step:990560 lr:0.0001183 clip_eps:0.4 entropy:2.444 +2026-01-31 00:42:14 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:999.93 total_reward_ma:939.87 loss:0.01633 fps:532.5 +frame:3.18e+06 wall_t:5972 t:198750 epi:nan +opt_step:993600 lr:0.0001169 clip_eps:0.4 entropy:2.218 +2026-01-31 00:42:33 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:999.93 total_reward_ma:939.91 loss:0.004246 fps:532.6 +frame:3.19e+06 wall_t:5990 t:199375 epi:nan +opt_step:996800 lr:0.0001155 clip_eps:0.4 entropy:2.821 +2026-01-31 00:42:52 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:999.93 total_reward_ma:939.94 loss:0.02904 fps:532.4 +frame:3.20e+06 wall_t:6010 t:200000 epi:nan +opt_step:1e+06 lr:0.000114 clip_eps:0.4 entropy:2.111 +2026-01-31 00:43:10 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:999.93 total_reward_ma:940.01 loss:-0.02541 fps:532.5 +frame:3.21e+06 wall_t:6028 t:200625 epi:nan +opt_step:1.00304e+06 lr:0.0001126 clip_eps:0.4 entropy:2.114 +2026-01-31 00:43:30 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:999.93 total_reward_ma:940.08 loss:0.02855 fps:532.4 +frame:3.22e+06 wall_t:6048 t:201250 epi:nan +opt_step:1.00624e+06 lr:0.0001112 clip_eps:0.4 entropy:2.669 +2026-01-31 00:43:48 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:990.63 total_reward_ma:940.01 loss:-0.01174 fps:532.5 +frame:3.23e+06 wall_t:6066 t:201875 epi:nan +opt_step:1.00928e+06 lr:0.0001098 clip_eps:0.4 entropy:3.15 +2026-01-31 00:44:07 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.29 total_reward_ma:939.85 loss:-0.03343 fps:532.5 +frame:3.24e+06 wall_t:6085 t:202500 epi:nan +opt_step:1.01248e+06 lr:0.0001083 clip_eps:0.4 entropy:2.062 +2026-01-31 00:44:26 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:879.89 total_reward_ma:938.68 loss:-0.01501 fps:532.4 +frame:3.25e+06 wall_t:6104 t:203125 epi:nan +opt_step:1.01552e+06 lr:0.0001069 clip_eps:0.4 entropy:2.909 +2026-01-31 00:44:45 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:879.89 total_reward_ma:937.51 loss:-0.0115 fps:532.5 +frame:3.26e+06 wall_t:6122 t:203750 epi:nan +opt_step:1.01872e+06 lr:0.0001055 clip_eps:0.4 entropy:2.6 +2026-01-31 00:45:03 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:879.96 total_reward_ma:936.34 loss:0.02737 fps:532.6 +frame:3.27e+06 wall_t:6140 t:204375 epi:nan +opt_step:1.02176e+06 lr:0.0001041 clip_eps:0.4 entropy:1.76 +2026-01-31 00:45:22 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:879.96 total_reward_ma:935.17 loss:-0.009222 fps:532.5 +frame:3.28e+06 wall_t:6160 t:205000 epi:nan +opt_step:1.02496e+06 lr:0.0001026 clip_eps:0.4 entropy:2.144 +2026-01-31 00:45:41 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:879.96 total_reward_ma:934.00 loss:0.01971 fps:532.5 +frame:3.29e+06 wall_t:6178 t:205625 epi:nan +opt_step:1.028e+06 lr:0.0001012 clip_eps:0.4 entropy:1.816 +2026-01-31 00:46:00 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:879.96 total_reward_ma:932.83 loss:-0.02599 fps:532.5 +frame:3.30e+06 wall_t:6197 t:206250 epi:nan +opt_step:1.0312e+06 lr:9.977e-05 clip_eps:0.4 entropy:1.777 +2026-01-31 00:46:18 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:879.96 total_reward_ma:931.63 loss:0.002359 fps:532.6 +frame:3.31e+06 wall_t:6215 t:206875 epi:nan +opt_step:1.03424e+06 lr:9.839e-05 clip_eps:0.4 entropy:2.821 +2026-01-31 00:46:38 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:889.26 total_reward_ma:930.52 loss:-0.004654 fps:532.5 +frame:3.32e+06 wall_t:6235 t:207500 epi:nan +opt_step:1.03744e+06 lr:9.693e-05 clip_eps:0.4 entropy:2.37 +2026-01-31 00:46:55 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:898.60 total_reward_ma:929.51 loss:0.002623 fps:532.5 +frame:3.33e+06 wall_t:6253 t:208125 epi:nan +opt_step:1.04048e+06 lr:9.554e-05 clip_eps:0.4 entropy:2.547 +2026-01-31 00:47:14 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:943.93 total_reward_ma:928.95 loss:-0.001367 fps:532.5 +frame:3.34e+06 wall_t:6272 t:208750 epi:nan +opt_step:1.04368e+06 lr:9.408e-05 clip_eps:0.4 entropy:2.231 +2026-01-31 00:47:33 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:928.95 loss:0.03392 fps:532.5 +frame:3.35e+06 wall_t:6291 t:209375 epi:nan +opt_step:1.04672e+06 lr:9.27e-05 clip_eps:0.4 entropy:2.458 +2026-01-31 00:47:52 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:928.95 loss:0.01701 fps:532.5 +frame:3.36e+06 wall_t:6310 t:210000 epi:nan +opt_step:1.04992e+06 lr:9.124e-05 clip_eps:0.4 entropy:2.211 +2026-01-31 00:48:11 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:928.95 loss:0.002893 fps:532.5 +frame:3.37e+06 wall_t:6329 t:210625 epi:nan +opt_step:1.05312e+06 lr:8.978e-05 clip_eps:0.4 entropy:1.683 +2026-01-31 00:48:30 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:928.95 loss:0.007463 fps:532.5 +frame:3.38e+06 wall_t:6347 t:211250 epi:nan +opt_step:1.05616e+06 lr:8.839e-05 clip_eps:0.4 entropy:2.476 +2026-01-31 00:48:49 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:928.95 loss:0.005709 fps:532.4 +frame:3.39e+06 wall_t:6367 t:211875 epi:nan +opt_step:1.05936e+06 lr:8.693e-05 clip_eps:0.4 entropy:2.067 +2026-01-31 00:49:07 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:928.95 loss:0.01357 fps:532.5 +frame:3.40e+06 wall_t:6385 t:212500 epi:nan +opt_step:1.0624e+06 lr:8.555e-05 clip_eps:0.4 entropy:1.239 +2026-01-31 00:49:26 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:928.95 loss:0.004184 fps:532.5 +frame:3.41e+06 wall_t:6404 t:213125 epi:nan +opt_step:1.0656e+06 lr:8.409e-05 clip_eps:0.4 entropy:1.547 +2026-01-31 00:49:45 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:929.29 loss:0.003374 fps:532.5 +frame:3.42e+06 wall_t:6422 t:213750 epi:nan +opt_step:1.06864e+06 lr:8.27e-05 clip_eps:0.4 entropy:2.417 +2026-01-31 00:50:04 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:929.80 loss:0.01246 fps:532.5 +frame:3.43e+06 wall_t:6441 t:214375 epi:nan +opt_step:1.07184e+06 lr:8.124e-05 clip_eps:0.4 entropy:2.314 +2026-01-31 00:50:22 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:930.31 loss:0.02994 fps:532.5 +frame:3.44e+06 wall_t:6460 t:215000 epi:nan +opt_step:1.07488e+06 lr:7.985e-05 clip_eps:0.4 entropy:1.473 +2026-01-31 00:50:41 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:930.84 loss:0.01416 fps:532.5 +frame:3.45e+06 wall_t:6479 t:215625 epi:nan +opt_step:1.07808e+06 lr:7.84e-05 clip_eps:0.4 entropy:1.967 +2026-01-31 00:51:00 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:931.42 loss:-0.0269 fps:532.5 +frame:3.46e+06 wall_t:6498 t:216250 epi:nan +opt_step:1.08112e+06 lr:7.701e-05 clip_eps:0.4 entropy:1.959 +2026-01-31 00:51:19 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:932.19 loss:0.004597 fps:532.5 +frame:3.47e+06 wall_t:6517 t:216875 epi:nan +opt_step:1.08432e+06 lr:7.555e-05 clip_eps:0.4 entropy:2.736 +2026-01-31 00:51:37 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:932.96 loss:0.00901 fps:532.5 +frame:3.48e+06 wall_t:6535 t:217500 epi:nan +opt_step:1.08736e+06 lr:7.416e-05 clip_eps:0.4 entropy:2.735 +2026-01-31 00:51:57 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:933.82 loss:0.04875 fps:532.5 +frame:3.49e+06 wall_t:6554 t:218125 epi:nan +opt_step:1.09056e+06 lr:7.27e-05 clip_eps:0.4 entropy:1.482 +2026-01-31 00:52:14 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:934.84 loss:0.03505 fps:532.6 +frame:3.50e+06 wall_t:6572 t:218750 epi:nan +opt_step:1.0936e+06 lr:7.132e-05 clip_eps:0.4 entropy:1.879 +2026-01-31 00:52:34 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:935.98 loss:-0.005888 fps:532.5 +frame:3.51e+06 wall_t:6591 t:219375 epi:nan +opt_step:1.0968e+06 lr:6.986e-05 clip_eps:0.4 entropy:2.028 +2026-01-31 00:52:53 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:936.76 loss:0.007368 fps:532.4 +frame:3.52e+06 wall_t:6611 t:220000 epi:nan +opt_step:1.1e+06 lr:6.84e-05 clip_eps:0.4 entropy:1.27 +2026-01-31 00:53:12 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:937.55 loss:0.002541 fps:532.5 +frame:3.53e+06 wall_t:6629 t:220625 epi:nan +opt_step:1.10304e+06 lr:6.701e-05 clip_eps:0.4 entropy:2.024 +2026-01-31 00:53:31 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.96 total_reward_ma:938.29 loss:0.003269 fps:532.5 +frame:3.54e+06 wall_t:6648 t:221250 epi:nan +opt_step:1.10624e+06 lr:6.555e-05 clip_eps:0.4 entropy:2.417 +2026-01-31 00:53:49 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.96 total_reward_ma:939.18 loss:0.02588 fps:532.5 +frame:3.55e+06 wall_t:6667 t:221875 epi:nan +opt_step:1.10928e+06 lr:6.417e-05 clip_eps:0.4 entropy:1.958 +2026-01-31 00:54:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.96 total_reward_ma:940.23 loss:0.02717 fps:532.5 +frame:3.56e+06 wall_t:6686 t:222500 epi:nan +opt_step:1.11248e+06 lr:6.271e-05 clip_eps:0.4 entropy:1.173 +2026-01-31 00:54:27 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.96 total_reward_ma:941.30 loss:0.03779 fps:532.5 +frame:3.57e+06 wall_t:6704 t:223125 epi:nan +opt_step:1.11552e+06 lr:6.132e-05 clip_eps:0.4 entropy:1.825 +2026-01-31 00:54:46 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.96 total_reward_ma:942.28 loss:0.04091 fps:532.5 +frame:3.58e+06 wall_t:6723 t:223750 epi:nan +opt_step:1.11872e+06 lr:5.986e-05 clip_eps:0.4 entropy:0.8313 +2026-01-31 00:55:04 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.96 total_reward_ma:943.34 loss:0.03088 fps:532.5 +frame:3.59e+06 wall_t:6742 t:224375 epi:nan +opt_step:1.12176e+06 lr:5.848e-05 clip_eps:0.4 entropy:1.264 +2026-01-31 00:55:23 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.96 total_reward_ma:944.28 loss:0.01073 fps:532.5 +frame:3.60e+06 wall_t:6761 t:225000 epi:nan +opt_step:1.12496e+06 lr:5.702e-05 clip_eps:0.4 entropy:1.806 +2026-01-31 00:55:41 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.96 total_reward_ma:945.25 loss:0.01431 fps:532.5 +frame:3.61e+06 wall_t:6779 t:225625 epi:nan +opt_step:1.128e+06 lr:5.563e-05 clip_eps:0.4 entropy:1.338 +2026-01-31 00:56:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:996.96 total_reward_ma:946.22 loss:0.028 fps:532.5 +frame:3.62e+06 wall_t:6798 t:226250 epi:nan +opt_step:1.1312e+06 lr:5.417e-05 clip_eps:0.4 entropy:2.394 +2026-01-31 00:56:19 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:1000.00 total_reward_ma:947.19 loss:0.00482 fps:532.5 +frame:3.63e+06 wall_t:6817 t:226875 epi:nan +opt_step:1.13424e+06 lr:5.279e-05 clip_eps:0.4 entropy:2.311 +2026-01-31 00:56:38 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:994.74 total_reward_ma:947.92 loss:0.004721 fps:532.5 +frame:3.64e+06 wall_t:6836 t:227500 epi:nan +opt_step:1.13744e+06 lr:5.133e-05 clip_eps:0.4 entropy:2.613 +2026-01-31 00:56:56 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:994.74 total_reward_ma:948.49 loss:0.01665 fps:532.5 +frame:3.65e+06 wall_t:6854 t:228125 epi:nan +opt_step:1.14048e+06 lr:4.994e-05 clip_eps:0.4 entropy:0.5907 +2026-01-31 00:57:16 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:994.74 total_reward_ma:949.09 loss:0.03715 fps:532.5 +frame:3.66e+06 wall_t:6873 t:228750 epi:nan +opt_step:1.14368e+06 lr:4.848e-05 clip_eps:0.4 entropy:1.238 +2026-01-31 00:57:34 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:994.74 total_reward_ma:949.52 loss:0.06752 fps:532.6 +frame:3.67e+06 wall_t:6891 t:229375 epi:nan +opt_step:1.14672e+06 lr:4.71e-05 clip_eps:0.4 entropy:1.086 +2026-01-31 00:57:53 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:994.74 total_reward_ma:949.95 loss:0.04635 fps:532.6 +frame:3.68e+06 wall_t:6910 t:230000 epi:nan +opt_step:1.14992e+06 lr:4.564e-05 clip_eps:0.4 entropy:1.341 +2026-01-31 00:58:12 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:994.74 total_reward_ma:950.34 loss:0.03125 fps:532.5 +frame:3.69e+06 wall_t:6930 t:230625 epi:nan +opt_step:1.15312e+06 lr:4.418e-05 clip_eps:0.4 entropy:1.902 +2026-01-31 00:58:31 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:994.74 total_reward_ma:950.91 loss:0.01069 fps:532.5 +frame:3.70e+06 wall_t:6948 t:231250 epi:nan +opt_step:1.15616e+06 lr:4.279e-05 clip_eps:0.4 entropy:1.653 +2026-01-31 00:58:50 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.23 total_reward_ma:951.77 loss:0.04065 fps:532.5 +frame:3.71e+06 wall_t:6967 t:231875 epi:nan +opt_step:1.15936e+06 lr:4.133e-05 clip_eps:0.4 entropy:1.331 +2026-01-31 00:59:08 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.23 total_reward_ma:953.05 loss:0.03449 fps:532.5 +frame:3.72e+06 wall_t:6986 t:232500 epi:nan +opt_step:1.1624e+06 lr:3.995e-05 clip_eps:0.4 entropy:0.8501 +2026-01-31 00:59:28 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.23 total_reward_ma:954.57 loss:0.05686 fps:532.5 +frame:3.73e+06 wall_t:7005 t:233125 epi:nan +opt_step:1.1656e+06 lr:3.849e-05 clip_eps:0.4 entropy:1.149 +2026-01-31 00:59:45 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:987.49 total_reward_ma:956.29 loss:0.07397 fps:532.5 +frame:3.74e+06 wall_t:7023 t:233750 epi:nan +opt_step:1.16864e+06 lr:3.71e-05 clip_eps:0.4 entropy:0.5164 +2026-01-31 01:00:04 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.39 total_reward_ma:958.07 loss:0.04659 fps:532.5 +frame:3.75e+06 wall_t:7042 t:234375 epi:nan +opt_step:1.17184e+06 lr:3.564e-05 clip_eps:0.4 entropy:1.043 +2026-01-31 01:00:23 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.39 total_reward_ma:959.98 loss:0.04565 fps:532.5 +frame:3.76e+06 wall_t:7061 t:235000 epi:nan +opt_step:1.17488e+06 lr:3.425e-05 clip_eps:0.4 entropy:0.4377 +2026-01-31 01:00:43 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.39 total_reward_ma:961.73 loss:0.07556 fps:532.5 +frame:3.77e+06 wall_t:7080 t:235625 epi:nan +opt_step:1.17808e+06 lr:3.28e-05 clip_eps:0.4 entropy:0.2049 +2026-01-31 01:01:01 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.39 total_reward_ma:963.45 loss:0.03362 fps:532.5 +frame:3.78e+06 wall_t:7098 t:236250 epi:nan +opt_step:1.18112e+06 lr:3.141e-05 clip_eps:0.4 entropy:0.7439 +2026-01-31 01:01:20 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.39 total_reward_ma:964.83 loss:0.005757 fps:532.5 +frame:3.79e+06 wall_t:7118 t:236875 epi:nan +opt_step:1.18432e+06 lr:2.995e-05 clip_eps:0.4 entropy:1.294 +2026-01-31 01:01:39 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.39 total_reward_ma:965.88 loss:0.03475 fps:532.5 +frame:3.80e+06 wall_t:7136 t:237500 epi:nan +opt_step:1.18736e+06 lr:2.856e-05 clip_eps:0.4 entropy:0.7102 +2026-01-31 01:01:57 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:993.90 total_reward_ma:966.81 loss:0.01386 fps:532.5 +frame:3.81e+06 wall_t:7155 t:238125 epi:nan +opt_step:1.19056e+06 lr:2.71e-05 clip_eps:0.4 entropy:1.521 +2026-01-31 01:02:16 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:991.57 total_reward_ma:967.48 loss:0.0177 fps:532.6 +frame:3.82e+06 wall_t:7173 t:238750 epi:nan +opt_step:1.1936e+06 lr:2.572e-05 clip_eps:0.4 entropy:1.116 +2026-01-31 01:02:35 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:991.57 total_reward_ma:968.73 loss:0.01032 fps:532.5 +frame:3.83e+06 wall_t:7193 t:239375 epi:nan +opt_step:1.1968e+06 lr:2.426e-05 clip_eps:0.4 entropy:1.774 +2026-01-31 01:02:54 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:987.19 total_reward_ma:969.83 loss:-0.001456 fps:532.4 +frame:3.84e+06 wall_t:7212 t:240000 epi:nan +opt_step:1.2e+06 lr:2.28e-05 clip_eps:0.4 entropy:1.991 +2026-01-31 01:03:13 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:990.79 total_reward_ma:970.92 loss:0.008162 fps:532.5 +frame:3.85e+06 wall_t:7230 t:240625 epi:nan +opt_step:1.20304e+06 lr:2.141e-05 clip_eps:0.4 entropy:1.794 +2026-01-31 01:03:32 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:990.79 total_reward_ma:972.04 loss:0.005272 fps:532.4 +frame:3.86e+06 wall_t:7250 t:241250 epi:nan +opt_step:1.20624e+06 lr:1.995e-05 clip_eps:0.4 entropy:1.171 +2026-01-31 01:03:51 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:990.79 total_reward_ma:973.50 loss:0.03269 fps:532.5 +frame:3.87e+06 wall_t:7268 t:241875 epi:nan +opt_step:1.20928e+06 lr:1.857e-05 clip_eps:0.4 entropy:0.8129 +2026-01-31 01:04:09 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.58 total_reward_ma:974.87 loss:0.01949 fps:532.5 +frame:3.88e+06 wall_t:7287 t:242500 epi:nan +opt_step:1.21248e+06 lr:1.711e-05 clip_eps:0.4 entropy:1.073 +2026-01-31 01:04:28 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.58 total_reward_ma:976.20 loss:0.03102 fps:532.5 +frame:3.89e+06 wall_t:7305 t:243125 epi:nan +opt_step:1.21552e+06 lr:1.572e-05 clip_eps:0.4 entropy:0.8138 +2026-01-31 01:04:48 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.58 total_reward_ma:977.42 loss:0.002596 fps:532.4 +frame:3.90e+06 wall_t:7325 t:243750 epi:nan +opt_step:1.21872e+06 lr:1.426e-05 clip_eps:0.4 entropy:0.9218 +2026-01-31 01:05:05 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:981.58 total_reward_ma:978.65 loss:0.02694 fps:532.5 +frame:3.91e+06 wall_t:7343 t:244375 epi:nan +opt_step:1.22176e+06 lr:1.288e-05 clip_eps:0.4 entropy:0.9206 +2026-01-31 01:05:25 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:983.91 total_reward_ma:979.46 loss:0.004936 fps:532.5 +frame:3.92e+06 wall_t:7362 t:245000 epi:nan +opt_step:1.22496e+06 lr:1.142e-05 clip_eps:0.4 entropy:0.5497 +2026-01-31 01:05:43 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:983.91 total_reward_ma:979.89 loss:0.02162 fps:532.4 +frame:3.93e+06 wall_t:7381 t:245625 epi:nan +opt_step:1.228e+06 lr:1.003e-05 clip_eps:0.4 entropy:0.9382 +2026-01-31 01:06:03 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:988.29 total_reward_ma:980.26 loss:0.004527 fps:532.4 +frame:3.94e+06 wall_t:7400 t:246250 epi:nan +opt_step:1.2312e+06 lr:8.573e-06 clip_eps:0.4 entropy:0.6676 +2026-01-31 01:06:21 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:990.79 total_reward_ma:980.65 loss:-0.004949 fps:532.5 +frame:3.95e+06 wall_t:7418 t:246875 epi:nan +opt_step:1.23424e+06 lr:7.187e-06 clip_eps:0.4 entropy:0.845 +2026-01-31 01:06:40 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.73 total_reward_ma:980.83 loss:0.04953 fps:532.4 +frame:3.96e+06 wall_t:7438 t:247500 epi:nan +opt_step:1.23744e+06 lr:5.727e-06 clip_eps:0.4 entropy:1.261 +2026-01-31 01:06:59 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:982.73 total_reward_ma:980.73 loss:-0.02361 fps:532.5 +frame:3.97e+06 wall_t:7456 t:248125 epi:nan +opt_step:1.24048e+06 lr:4.341e-06 clip_eps:0.4 entropy:0.9154 +2026-01-31 01:07:17 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:991.94 total_reward_ma:980.73 loss:-0.02058 fps:532.4 +frame:3.98e+06 wall_t:7475 t:248750 epi:nan +opt_step:1.24368e+06 lr:2.882e-06 clip_eps:0.4 entropy:1.249 +2026-01-31 01:07:36 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:991.94 total_reward_ma:980.69 loss:-0.003136 fps:532.5 +frame:3.99e+06 wall_t:7493 t:249375 epi:nan +opt_step:1.24672e+06 lr:1.496e-06 clip_eps:0.4 entropy:1.232 +2026-01-31 01:07:57 | INFO | PID:1572 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_inverted_pendulum_t0_s2 [train] +total_reward:991.94 total_reward_ma:980.74 loss:-0.0008976 fps:532.3 +frame:4.00e+06 wall_t:7515 t:250000 epi:nan +opt_step:1.24992e+06 lr:3.648e-08 clip_eps:0.4 entropy:0.481 +2026-01-31 01:08:01 | INFO | PID:1572 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s3.log b/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..40fe7e860c7ed0ff05893c1b2d1a4d0a70a3c327 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0_s3.log @@ -0,0 +1,1602 @@ +2026-01-30 23:02:42 | INFO | PID:1573 | slm_lab.env:_make_vector_env | Action rescaling: [-3.0, 3.0] → [-1, 1] +2026-01-30 23:03:04 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:21.75 total_reward_ma:21.75 loss:0.01791 fps:454.5 +frame:1.00e+04 wall_t:22 t:625 epi:nan +opt_step:3040 lr:0.0005686 clip_eps:0.4 entropy:0.001668 +2026-01-30 23:03:23 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:52.84 total_reward_ma:37.29 loss:-0.02335 fps:487.8 +frame:2.00e+04 wall_t:41 t:1250 epi:nan +opt_step:6240 lr:0.0005672 clip_eps:0.4 entropy:1.139 +2026-01-30 23:03:41 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:132.19 total_reward_ma:68.93 loss:0.1243 fps:508.5 +frame:3.00e+04 wall_t:59 t:1875 epi:nan +opt_step:9280 lr:0.0005658 clip_eps:0.4 entropy:1.735 +2026-01-30 23:04:01 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:76.56 total_reward_ma:70.83 loss:-0.00552 fps:506.3 +frame:4.00e+04 wall_t:79 t:2500 epi:nan +opt_step:12480 lr:0.0005643 clip_eps:0.4 entropy:2.198 +2026-01-30 23:04:19 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:76.05 total_reward_ma:71.88 loss:-0.01528 fps:515.5 +frame:5.00e+04 wall_t:97 t:3125 epi:nan +opt_step:15520 lr:0.0005629 clip_eps:0.4 entropy:1.839 +2026-01-30 23:04:38 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:143.47 total_reward_ma:83.81 loss:-0.03741 fps:517.2 +frame:6.00e+04 wall_t:116 t:3750 epi:nan +opt_step:18720 lr:0.0005615 clip_eps:0.4 entropy:2.643 +2026-01-30 23:04:57 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:178.24 total_reward_ma:97.30 loss:0.01704 fps:518.5 +frame:7.00e+04 wall_t:135 t:4375 epi:nan +opt_step:21760 lr:0.0005601 clip_eps:0.4 entropy:2.852 +2026-01-30 23:05:16 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:204.47 total_reward_ma:110.70 loss:-0.0214 fps:522.9 +frame:8.00e+04 wall_t:153 t:5000 epi:nan +opt_step:24960 lr:0.0005586 clip_eps:0.4 entropy:2.877 +2026-01-30 23:05:34 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:250.27 total_reward_ma:126.20 loss:0.01365 fps:523.3 +frame:9.00e+04 wall_t:172 t:5625 epi:nan +opt_step:28000 lr:0.0005572 clip_eps:0.4 entropy:3.097 +2026-01-30 23:05:54 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:301.75 total_reward_ma:143.76 loss:0.01642 fps:520.8 +frame:1.00e+05 wall_t:192 t:6250 epi:nan +opt_step:31200 lr:0.0005558 clip_eps:0.4 entropy:3.257 +2026-01-30 23:06:12 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:354.70 total_reward_ma:162.94 loss:-0.0351 fps:523.8 +frame:1.10e+05 wall_t:210 t:6875 epi:nan +opt_step:34240 lr:0.0005544 clip_eps:0.4 entropy:2.878 +2026-01-30 23:06:31 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:435.21 total_reward_ma:185.62 loss:-0.00872 fps:524 +frame:1.20e+05 wall_t:229 t:7500 epi:nan +opt_step:37440 lr:0.0005529 clip_eps:0.4 entropy:3.419 +2026-01-30 23:06:49 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:480.49 total_reward_ma:208.31 loss:0.01157 fps:526.3 +frame:1.30e+05 wall_t:247 t:8125 epi:nan +opt_step:40480 lr:0.0005515 clip_eps:0.4 entropy:3.419 +2026-01-30 23:07:08 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:548.74 total_reward_ma:232.62 loss:-0.008845 fps:526.3 +frame:1.40e+05 wall_t:266 t:8750 epi:nan +opt_step:43680 lr:0.0005501 clip_eps:0.4 entropy:3.419 +2026-01-30 23:07:26 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:639.58 total_reward_ma:259.75 loss:-0.009113 fps:528.2 +frame:1.50e+05 wall_t:284 t:9375 epi:nan +opt_step:46720 lr:0.0005487 clip_eps:0.4 entropy:3.283 +2026-01-30 23:07:45 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:683.64 total_reward_ma:286.25 loss:-0.02533 fps:528.1 +frame:1.60e+05 wall_t:303 t:10000 epi:nan +opt_step:49920 lr:0.0005472 clip_eps:0.4 entropy:3.419 +2026-01-30 23:08:05 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:725.56 total_reward_ma:312.09 loss:-0.00928 fps:526.3 +frame:1.70e+05 wall_t:323 t:10625 epi:nan +opt_step:53120 lr:0.0005458 clip_eps:0.4 entropy:3.416 +2026-01-30 23:08:23 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:735.53 total_reward_ma:335.61 loss:-0.01505 fps:527.9 +frame:1.80e+05 wall_t:341 t:11250 epi:nan +opt_step:56160 lr:0.0005444 clip_eps:0.4 entropy:3.408 +2026-01-30 23:08:42 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:745.12 total_reward_ma:357.17 loss:0.001149 fps:527.8 +frame:1.90e+05 wall_t:360 t:11875 epi:nan +opt_step:59360 lr:0.0005429 clip_eps:0.4 entropy:2.944 +2026-01-30 23:09:01 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:764.80 total_reward_ma:377.55 loss:0.02338 fps:527.7 +frame:2.00e+05 wall_t:379 t:12500 epi:nan +opt_step:62400 lr:0.0005415 clip_eps:0.4 entropy:3.242 +2026-01-30 23:09:20 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:798.78 total_reward_ma:397.61 loss:-0.02081 fps:527.6 +frame:2.10e+05 wall_t:398 t:13125 epi:nan +opt_step:65600 lr:0.0005401 clip_eps:0.4 entropy:3.379 +2026-01-30 23:09:38 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:786.41 total_reward_ma:415.28 loss:-0.006948 fps:528.8 +frame:2.20e+05 wall_t:416 t:13750 epi:nan +opt_step:68640 lr:0.0005387 clip_eps:0.4 entropy:3.418 +2026-01-30 23:09:57 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:816.83 total_reward_ma:432.74 loss:-0.02372 fps:528.7 +frame:2.30e+05 wall_t:435 t:14375 epi:nan +opt_step:71840 lr:0.0005372 clip_eps:0.4 entropy:3.419 +2026-01-30 23:10:16 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:818.02 total_reward_ma:448.79 loss:-0.009854 fps:528.6 +frame:2.40e+05 wall_t:454 t:15000 epi:nan +opt_step:74880 lr:0.0005359 clip_eps:0.4 entropy:3.419 +2026-01-30 23:10:35 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:804.30 total_reward_ma:463.01 loss:-0.01319 fps:529.7 +frame:2.50e+05 wall_t:472 t:15625 epi:nan +opt_step:78080 lr:0.0005344 clip_eps:0.4 entropy:3.396 +2026-01-30 23:10:53 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:852.99 total_reward_ma:478.01 loss:-0.01049 fps:529.5 +frame:2.60e+05 wall_t:491 t:16250 epi:nan +opt_step:81120 lr:0.000533 clip_eps:0.4 entropy:3.419 +2026-01-30 23:11:12 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:802.02 total_reward_ma:490.01 loss:-0.006459 fps:529.4 +frame:2.70e+05 wall_t:510 t:16875 epi:nan +opt_step:84320 lr:0.0005316 clip_eps:0.4 entropy:3.419 +2026-01-30 23:11:31 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:789.94 total_reward_ma:500.72 loss:-0.0134 fps:529.3 +frame:2.80e+05 wall_t:529 t:17500 epi:nan +opt_step:87360 lr:0.0005302 clip_eps:0.4 entropy:3.304 +2026-01-30 23:11:50 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:786.74 total_reward_ma:510.59 loss:-0.01931 fps:529.2 +frame:2.90e+05 wall_t:548 t:18125 epi:nan +opt_step:90560 lr:0.0005287 clip_eps:0.4 entropy:3.419 +2026-01-30 23:12:08 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:817.15 total_reward_ma:520.80 loss:-0.003454 fps:530 +frame:3.00e+05 wall_t:566 t:18750 epi:nan +opt_step:93600 lr:0.0005273 clip_eps:0.4 entropy:3.301 +2026-01-30 23:12:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:821.08 total_reward_ma:530.49 loss:-0.0108 fps:529.9 +frame:3.10e+05 wall_t:585 t:19375 epi:nan +opt_step:96800 lr:0.0005259 clip_eps:0.4 entropy:2.624 +2026-01-30 23:12:47 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:821.08 total_reward_ma:539.57 loss:-0.006666 fps:529.8 +frame:3.20e+05 wall_t:604 t:20000 epi:nan +opt_step:100000 lr:0.0005244 clip_eps:0.4 entropy:2.856 +2026-01-30 23:13:05 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:855.09 total_reward_ma:549.13 loss:0.002063 fps:529.7 +frame:3.30e+05 wall_t:623 t:20625 epi:nan +opt_step:103040 lr:0.000523 clip_eps:0.4 entropy:2.924 +2026-01-30 23:13:24 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:871.79 total_reward_ma:558.62 loss:0.01174 fps:529.6 +frame:3.40e+05 wall_t:642 t:21250 epi:nan +opt_step:106240 lr:0.0005216 clip_eps:0.4 entropy:2.806 +2026-01-30 23:13:42 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:891.49 total_reward_ma:568.13 loss:-0.0233 fps:530.3 +frame:3.50e+05 wall_t:660 t:21875 epi:nan +opt_step:109280 lr:0.0005202 clip_eps:0.4 entropy:3.111 +2026-01-30 23:14:01 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:933.13 total_reward_ma:578.27 loss:-0.01129 fps:530.2 +frame:3.60e+05 wall_t:679 t:22500 epi:nan +opt_step:112480 lr:0.0005187 clip_eps:0.4 entropy:3.214 +2026-01-30 23:14:20 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:912.91 total_reward_ma:587.32 loss:-0.00299 fps:530.1 +frame:3.70e+05 wall_t:698 t:23125 epi:nan +opt_step:115520 lr:0.0005173 clip_eps:0.4 entropy:3.252 +2026-01-30 23:14:39 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:935.73 total_reward_ma:596.49 loss:-0.01247 fps:530 +frame:3.80e+05 wall_t:717 t:23750 epi:nan +opt_step:118720 lr:0.0005159 clip_eps:0.4 entropy:3.419 +2026-01-30 23:14:57 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:948.05 total_reward_ma:605.50 loss:-0.004356 fps:530.6 +frame:3.90e+05 wall_t:735 t:24375 epi:nan +opt_step:121760 lr:0.0005145 clip_eps:0.4 entropy:3.419 +2026-01-30 23:15:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:957.41 total_reward_ma:614.30 loss:0.001945 fps:530.5 +frame:4.00e+05 wall_t:754 t:25000 epi:nan +opt_step:124960 lr:0.000513 clip_eps:0.4 entropy:3.419 +2026-01-30 23:15:35 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:953.34 total_reward_ma:622.57 loss:-0.01208 fps:530.4 +frame:4.10e+05 wall_t:773 t:25625 epi:nan +opt_step:128000 lr:0.0005116 clip_eps:0.4 entropy:3.419 +2026-01-30 23:15:54 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:953.34 total_reward_ma:630.44 loss:-0.01473 fps:530.3 +frame:4.20e+05 wall_t:792 t:26250 epi:nan +opt_step:131200 lr:0.0005102 clip_eps:0.4 entropy:3.419 +2026-01-30 23:16:12 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:953.34 total_reward_ma:637.95 loss:-0.01814 fps:530.9 +frame:4.30e+05 wall_t:810 t:26875 epi:nan +opt_step:134240 lr:0.0005088 clip_eps:0.4 entropy:3.419 +2026-01-30 23:16:32 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:963.30 total_reward_ma:645.35 loss:-0.02135 fps:530.1 +frame:4.40e+05 wall_t:830 t:27500 epi:nan +opt_step:137440 lr:0.0005073 clip_eps:0.4 entropy:3.419 +2026-01-30 23:16:50 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:963.30 total_reward_ma:652.41 loss:-0.02421 fps:530.7 +frame:4.50e+05 wall_t:848 t:28125 epi:nan +opt_step:140480 lr:0.0005059 clip_eps:0.4 entropy:3.36 +2026-01-30 23:17:09 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:969.82 total_reward_ma:659.31 loss:-0.009434 fps:530.6 +frame:4.60e+05 wall_t:867 t:28750 epi:nan +opt_step:143680 lr:0.0005045 clip_eps:0.4 entropy:3.419 +2026-01-30 23:17:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:972.65 total_reward_ma:665.98 loss:-0.01495 fps:530.5 +frame:4.70e+05 wall_t:886 t:29375 epi:nan +opt_step:146720 lr:0.0005031 clip_eps:0.4 entropy:3.419 +2026-01-30 23:17:47 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:973.58 total_reward_ma:672.39 loss:-0.001261 fps:530.4 +frame:4.80e+05 wall_t:905 t:30000 epi:nan +opt_step:149920 lr:0.0005016 clip_eps:0.4 entropy:3.419 +2026-01-30 23:18:06 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:973.58 total_reward_ma:678.53 loss:-0.003183 fps:530.3 +frame:4.90e+05 wall_t:924 t:30625 epi:nan +opt_step:153120 lr:0.0005002 clip_eps:0.4 entropy:3.419 +2026-01-30 23:18:24 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:946.24 total_reward_ma:683.89 loss:-0.01264 fps:530.8 +frame:5.00e+05 wall_t:942 t:31250 epi:nan +opt_step:156160 lr:0.0004988 clip_eps:0.4 entropy:3.419 +2026-01-30 23:18:43 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:933.11 total_reward_ma:688.77 loss:-0.01333 fps:530.7 +frame:5.10e+05 wall_t:961 t:31875 epi:nan +opt_step:159360 lr:0.0004973 clip_eps:0.4 entropy:3.419 +2026-01-30 23:19:01 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:917.62 total_reward_ma:693.18 loss:-0.009363 fps:531.2 +frame:5.20e+05 wall_t:979 t:32500 epi:nan +opt_step:162400 lr:0.0004959 clip_eps:0.4 entropy:3.419 +2026-01-30 23:19:20 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:913.05 total_reward_ma:697.32 loss:-0.009142 fps:531.1 +frame:5.30e+05 wall_t:998 t:33125 epi:nan +opt_step:165600 lr:0.0004945 clip_eps:0.4 entropy:3.419 +2026-01-30 23:19:39 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:737.65 total_reward_ma:698.07 loss:-0.04101 fps:531 +frame:5.40e+05 wall_t:1017 t:33750 epi:nan +opt_step:168640 lr:0.0004931 clip_eps:0.4 entropy:3.419 +2026-01-30 23:19:58 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:701.74 total_reward_ma:698.14 loss:-0.01963 fps:530.9 +frame:5.50e+05 wall_t:1036 t:34375 epi:nan +opt_step:171840 lr:0.0004916 clip_eps:0.4 entropy:3.419 +2026-01-30 23:20:16 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:701.74 total_reward_ma:698.20 loss:-0.008296 fps:531.3 +frame:5.60e+05 wall_t:1054 t:35000 epi:nan +opt_step:174880 lr:0.0004903 clip_eps:0.4 entropy:3.262 +2026-01-30 23:20:35 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:724.91 total_reward_ma:698.67 loss:-0.007383 fps:531.2 +frame:5.70e+05 wall_t:1073 t:35625 epi:nan +opt_step:178080 lr:0.0004888 clip_eps:0.4 entropy:3.394 +2026-01-30 23:20:54 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:731.69 total_reward_ma:699.24 loss:-0.00431 fps:531.1 +frame:5.80e+05 wall_t:1092 t:36250 epi:nan +opt_step:181120 lr:0.0004874 clip_eps:0.4 entropy:2.573 +2026-01-30 23:21:13 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:744.83 total_reward_ma:700.01 loss:-0.01018 fps:531.1 +frame:5.90e+05 wall_t:1111 t:36875 epi:nan +opt_step:184320 lr:0.000486 clip_eps:0.4 entropy:2.979 +2026-01-30 23:21:31 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:752.87 total_reward_ma:700.89 loss:0.03728 fps:531.4 +frame:6.00e+05 wall_t:1129 t:37500 epi:nan +opt_step:187360 lr:0.0004846 clip_eps:0.4 entropy:3.04 +2026-01-30 23:21:51 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:757.44 total_reward_ma:701.82 loss:0.03915 fps:530.9 +frame:6.10e+05 wall_t:1149 t:38125 epi:nan +opt_step:190560 lr:0.0004831 clip_eps:0.4 entropy:2.715 +2026-01-30 23:22:09 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:809.86 total_reward_ma:703.56 loss:-0.009278 fps:531.3 +frame:6.20e+05 wall_t:1167 t:38750 epi:nan +opt_step:193600 lr:0.0004817 clip_eps:0.4 entropy:2.506 +2026-01-30 23:22:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:869.16 total_reward_ma:706.19 loss:-0.006635 fps:531.2 +frame:6.30e+05 wall_t:1186 t:39375 epi:nan +opt_step:196800 lr:0.0004803 clip_eps:0.4 entropy:2.743 +2026-01-30 23:22:47 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:938.80 total_reward_ma:709.83 loss:-0.005013 fps:531.1 +frame:6.40e+05 wall_t:1205 t:40000 epi:nan +opt_step:200000 lr:0.0004788 clip_eps:0.4 entropy:3.311 +2026-01-30 23:23:06 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:991.10 total_reward_ma:714.15 loss:-0.01146 fps:531.5 +frame:6.50e+05 wall_t:1223 t:40625 epi:nan +opt_step:203040 lr:0.0004774 clip_eps:0.4 entropy:3.013 +2026-01-30 23:23:24 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:991.10 total_reward_ma:718.35 loss:-0.02597 fps:531.4 +frame:6.60e+05 wall_t:1242 t:41250 epi:nan +opt_step:206240 lr:0.000476 clip_eps:0.4 entropy:2.954 +2026-01-30 23:23:43 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:990.66 total_reward_ma:722.41 loss:-0.007572 fps:531.3 +frame:6.70e+05 wall_t:1261 t:41875 epi:nan +opt_step:209280 lr:0.0004746 clip_eps:0.4 entropy:3.137 +2026-01-30 23:24:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:990.66 total_reward_ma:726.36 loss:0.006404 fps:531.2 +frame:6.80e+05 wall_t:1280 t:42500 epi:nan +opt_step:212480 lr:0.0004731 clip_eps:0.4 entropy:2.917 +2026-01-30 23:24:20 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:990.66 total_reward_ma:730.19 loss:0.01841 fps:531.6 +frame:6.90e+05 wall_t:1298 t:43125 epi:nan +opt_step:215520 lr:0.0004717 clip_eps:0.4 entropy:3.124 +2026-01-30 23:24:39 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:990.66 total_reward_ma:733.91 loss:-0.0004164 fps:531.5 +frame:7.00e+05 wall_t:1317 t:43750 epi:nan +opt_step:218720 lr:0.0004703 clip_eps:0.4 entropy:3.287 +2026-01-30 23:24:58 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:990.66 total_reward_ma:737.53 loss:-0.02265 fps:531.4 +frame:7.10e+05 wall_t:1336 t:44375 epi:nan +opt_step:221760 lr:0.0004689 clip_eps:0.4 entropy:3.245 +2026-01-30 23:25:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:983.09 total_reward_ma:740.94 loss:-0.0033 fps:531.4 +frame:7.20e+05 wall_t:1355 t:45000 epi:nan +opt_step:224960 lr:0.0004674 clip_eps:0.4 entropy:3.409 +2026-01-30 23:25:35 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:979.90 total_reward_ma:744.21 loss:-0.01366 fps:531.7 +frame:7.30e+05 wall_t:1373 t:45625 epi:nan +opt_step:228000 lr:0.000466 clip_eps:0.4 entropy:3.411 +2026-01-30 23:25:54 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:973.53 total_reward_ma:747.31 loss:-0.0002194 fps:531.6 +frame:7.40e+05 wall_t:1392 t:46250 epi:nan +opt_step:231200 lr:0.0004646 clip_eps:0.4 entropy:3.17 +2026-01-30 23:26:13 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:973.53 total_reward_ma:750.33 loss:0.03137 fps:531.5 +frame:7.50e+05 wall_t:1411 t:46875 epi:nan +opt_step:234240 lr:0.0004632 clip_eps:0.4 entropy:3.119 +2026-01-30 23:26:32 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:962.37 total_reward_ma:753.12 loss:0.01054 fps:531.5 +frame:7.60e+05 wall_t:1430 t:47500 epi:nan +opt_step:237440 lr:0.0004617 clip_eps:0.4 entropy:3.381 +2026-01-30 23:26:50 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:962.37 total_reward_ma:755.83 loss:-0.01879 fps:531.8 +frame:7.70e+05 wall_t:1448 t:48125 epi:nan +opt_step:240480 lr:0.0004603 clip_eps:0.4 entropy:3.413 +2026-01-30 23:27:09 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:947.78 total_reward_ma:758.29 loss:-0.02714 fps:531.7 +frame:7.80e+05 wall_t:1467 t:48750 epi:nan +opt_step:243680 lr:0.0004589 clip_eps:0.4 entropy:3.419 +2026-01-30 23:27:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:897.93 total_reward_ma:760.06 loss:-0.02083 fps:531.6 +frame:7.90e+05 wall_t:1486 t:49375 epi:nan +opt_step:246720 lr:0.0004575 clip_eps:0.4 entropy:3.419 +2026-01-30 23:27:47 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:812.84 total_reward_ma:760.72 loss:-0.03832 fps:531.6 +frame:8.00e+05 wall_t:1505 t:50000 epi:nan +opt_step:249920 lr:0.000456 clip_eps:0.4 entropy:3.419 +2026-01-30 23:28:06 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:793.35 total_reward_ma:761.12 loss:-0.01646 fps:531.5 +frame:8.10e+05 wall_t:1524 t:50625 epi:nan +opt_step:253120 lr:0.0004546 clip_eps:0.4 entropy:3.419 +2026-01-30 23:28:25 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:761.79 total_reward_ma:761.13 loss:-0.008234 fps:531.4 +frame:8.20e+05 wall_t:1543 t:51250 epi:nan +opt_step:256160 lr:0.0004532 clip_eps:0.4 entropy:3.419 +2026-01-30 23:28:44 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:734.24 total_reward_ma:760.81 loss:-0.01394 fps:531.4 +frame:8.30e+05 wall_t:1562 t:51875 epi:nan +opt_step:259360 lr:0.0004517 clip_eps:0.4 entropy:3.419 +2026-01-30 23:29:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:697.02 total_reward_ma:760.05 loss:-0.01123 fps:531.6 +frame:8.40e+05 wall_t:1580 t:52500 epi:nan +opt_step:262400 lr:0.0004503 clip_eps:0.4 entropy:3.289 +2026-01-30 23:29:22 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:680.76 total_reward_ma:759.12 loss:-0.03248 fps:531.6 +frame:8.50e+05 wall_t:1599 t:53125 epi:nan +opt_step:265600 lr:0.0004489 clip_eps:0.4 entropy:3.374 +2026-01-30 23:29:40 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:693.61 total_reward_ma:758.35 loss:-0.03205 fps:531.5 +frame:8.60e+05 wall_t:1618 t:53750 epi:nan +opt_step:268640 lr:0.0004475 clip_eps:0.4 entropy:3.419 +2026-01-30 23:29:59 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:722.05 total_reward_ma:757.94 loss:-0.02161 fps:531.5 +frame:8.70e+05 wall_t:1637 t:54375 epi:nan +opt_step:271840 lr:0.000446 clip_eps:0.4 entropy:3.419 +2026-01-30 23:30:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:767.05 total_reward_ma:758.04 loss:-0.005321 fps:531.7 +frame:8.80e+05 wall_t:1655 t:55000 epi:nan +opt_step:274880 lr:0.0004447 clip_eps:0.4 entropy:3.419 +2026-01-30 23:30:37 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:799.21 total_reward_ma:758.50 loss:-0.02029 fps:531.7 +frame:8.90e+05 wall_t:1674 t:55625 epi:nan +opt_step:278080 lr:0.0004432 clip_eps:0.4 entropy:3.419 +2026-01-30 23:30:54 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:805.24 total_reward_ma:759.02 loss:-0.0171 fps:531.9 +frame:9.00e+05 wall_t:1692 t:56250 epi:nan +opt_step:281120 lr:0.0004418 clip_eps:0.4 entropy:3.29 +2026-01-30 23:31:13 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:764.80 total_reward_ma:759.09 loss:-0.01381 fps:531.9 +frame:9.10e+05 wall_t:1711 t:56875 epi:nan +opt_step:284320 lr:0.0004404 clip_eps:0.4 entropy:3.406 +2026-01-30 23:31:32 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:774.75 total_reward_ma:759.26 loss:-0.004531 fps:531.8 +frame:9.20e+05 wall_t:1730 t:57500 epi:nan +opt_step:287360 lr:0.000439 clip_eps:0.4 entropy:3.101 +2026-01-30 23:31:51 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:776.02 total_reward_ma:759.44 loss:-0.00849 fps:531.7 +frame:9.30e+05 wall_t:1749 t:58125 epi:nan +opt_step:290560 lr:0.0004375 clip_eps:0.4 entropy:3.419 +2026-01-30 23:32:09 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:754.61 total_reward_ma:759.39 loss:0.01112 fps:532 +frame:9.40e+05 wall_t:1767 t:58750 epi:nan +opt_step:293600 lr:0.0004361 clip_eps:0.4 entropy:2.891 +2026-01-30 23:32:29 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:758.69 total_reward_ma:759.38 loss:-0.0162 fps:531.6 +frame:9.50e+05 wall_t:1787 t:59375 epi:nan +opt_step:296800 lr:0.0004347 clip_eps:0.4 entropy:3.267 +2026-01-30 23:32:48 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:739.55 total_reward_ma:759.17 loss:-0.01847 fps:531.6 +frame:9.60e+05 wall_t:1806 t:60000 epi:nan +opt_step:300000 lr:0.0004332 clip_eps:0.4 entropy:3.419 +2026-01-30 23:33:06 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:743.72 total_reward_ma:759.01 loss:-0.008323 fps:531.8 +frame:9.70e+05 wall_t:1824 t:60625 epi:nan +opt_step:303040 lr:0.0004318 clip_eps:0.4 entropy:3.411 +2026-01-30 23:33:25 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:754.33 total_reward_ma:758.96 loss:-0.02012 fps:531.7 +frame:9.80e+05 wall_t:1843 t:61250 epi:nan +opt_step:306240 lr:0.0004304 clip_eps:0.4 entropy:3.419 +2026-01-30 23:33:44 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:797.35 total_reward_ma:759.35 loss:-0.01854 fps:531.7 +frame:9.90e+05 wall_t:1862 t:61875 epi:nan +opt_step:309280 lr:0.000429 clip_eps:0.4 entropy:3.419 +2026-01-30 23:34:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:852.77 total_reward_ma:760.29 loss:-0.02097 fps:531.9 +frame:1.00e+06 wall_t:1880 t:62500 epi:nan +opt_step:312480 lr:0.0004275 clip_eps:0.4 entropy:3.419 +2026-01-30 23:34:21 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:855.17 total_reward_ma:768.62 loss:-0.009133 fps:532.1 +frame:1.01e+06 wall_t:1898 t:63125 epi:nan +opt_step:315520 lr:0.0004261 clip_eps:0.4 entropy:3.313 +2026-01-30 23:34:40 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:898.40 total_reward_ma:777.08 loss:-0.01797 fps:531.8 +frame:1.02e+06 wall_t:1918 t:63750 epi:nan +opt_step:318720 lr:0.0004247 clip_eps:0.4 entropy:3.419 +2026-01-30 23:34:58 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:911.33 total_reward_ma:784.87 loss:-0.01185 fps:532 +frame:1.03e+06 wall_t:1936 t:64375 epi:nan +opt_step:321760 lr:0.0004233 clip_eps:0.4 entropy:3.312 +2026-01-30 23:35:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:911.23 total_reward_ma:793.21 loss:-0.0007985 fps:532 +frame:1.04e+06 wall_t:1955 t:65000 epi:nan +opt_step:324960 lr:0.0004218 clip_eps:0.4 entropy:3.405 +2026-01-30 23:35:35 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:919.66 total_reward_ma:801.65 loss:0.01678 fps:532.2 +frame:1.05e+06 wall_t:1973 t:65625 epi:nan +opt_step:328000 lr:0.0004204 clip_eps:0.4 entropy:3.158 +2026-01-30 23:35:55 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:921.74 total_reward_ma:809.43 loss:-0.008888 fps:531.9 +frame:1.06e+06 wall_t:1993 t:66250 epi:nan +opt_step:331200 lr:0.000419 clip_eps:0.4 entropy:3.419 +2026-01-30 23:36:13 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:918.32 total_reward_ma:816.83 loss:-0.01061 fps:532.1 +frame:1.07e+06 wall_t:2011 t:66875 epi:nan +opt_step:334240 lr:0.0004176 clip_eps:0.4 entropy:3.163 +2026-01-30 23:36:32 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:918.32 total_reward_ma:823.97 loss:-0.001824 fps:532 +frame:1.08e+06 wall_t:2030 t:67500 epi:nan +opt_step:337440 lr:0.0004161 clip_eps:0.4 entropy:3.243 +2026-01-30 23:36:51 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:930.53 total_reward_ma:830.77 loss:-0.01821 fps:532 +frame:1.09e+06 wall_t:2049 t:68125 epi:nan +opt_step:340480 lr:0.0004147 clip_eps:0.4 entropy:3.357 +2026-01-30 23:37:09 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:944.30 total_reward_ma:837.20 loss:-0.01369 fps:532.2 +frame:1.10e+06 wall_t:2067 t:68750 epi:nan +opt_step:343680 lr:0.0004133 clip_eps:0.4 entropy:3.419 +2026-01-30 23:37:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:953.90 total_reward_ma:843.19 loss:-0.0199 fps:532.1 +frame:1.11e+06 wall_t:2086 t:69375 epi:nan +opt_step:346720 lr:0.0004119 clip_eps:0.4 entropy:3.417 +2026-01-30 23:37:47 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:970.42 total_reward_ma:848.54 loss:-0.01373 fps:532.1 +frame:1.12e+06 wall_t:2105 t:70000 epi:nan +opt_step:349920 lr:0.0004104 clip_eps:0.4 entropy:3.419 +2026-01-30 23:38:06 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:977.01 total_reward_ma:853.51 loss:0.01775 fps:532 +frame:1.13e+06 wall_t:2124 t:70625 epi:nan +opt_step:353120 lr:0.000409 clip_eps:0.4 entropy:3.335 +2026-01-30 23:38:24 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:989.76 total_reward_ma:857.92 loss:-0.01966 fps:532.2 +frame:1.14e+06 wall_t:2142 t:71250 epi:nan +opt_step:356160 lr:0.0004076 clip_eps:0.4 entropy:3.331 +2026-01-30 23:38:43 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:996.58 total_reward_ma:861.49 loss:0.007012 fps:532.2 +frame:1.15e+06 wall_t:2161 t:71875 epi:nan +opt_step:359360 lr:0.0004061 clip_eps:0.4 entropy:3.419 +2026-01-30 23:39:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:968.66 total_reward_ma:864.34 loss:-0.01757 fps:532.1 +frame:1.16e+06 wall_t:2180 t:72500 epi:nan +opt_step:362400 lr:0.0004047 clip_eps:0.4 entropy:3.419 +2026-01-30 23:39:21 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:960.30 total_reward_ma:866.69 loss:-0.01563 fps:532.3 +frame:1.17e+06 wall_t:2198 t:73125 epi:nan +opt_step:365600 lr:0.0004033 clip_eps:0.4 entropy:3.419 +2026-01-30 23:39:39 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:950.55 total_reward_ma:868.84 loss:-0.01833 fps:532.3 +frame:1.18e+06 wall_t:2217 t:73750 epi:nan +opt_step:368640 lr:0.0004019 clip_eps:0.4 entropy:3.419 +2026-01-30 23:39:58 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:950.55 total_reward_ma:870.89 loss:-0.00965 fps:532.2 +frame:1.19e+06 wall_t:2236 t:74375 epi:nan +opt_step:371840 lr:0.0004004 clip_eps:0.4 entropy:3.419 +2026-01-30 23:40:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:950.55 total_reward_ma:872.75 loss:-0.01 fps:532.2 +frame:1.20e+06 wall_t:2255 t:75000 epi:nan +opt_step:374880 lr:0.0003991 clip_eps:0.4 entropy:3.124 +2026-01-30 23:40:36 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:950.55 total_reward_ma:874.27 loss:-0.0131 fps:532.3 +frame:1.21e+06 wall_t:2273 t:75625 epi:nan +opt_step:378080 lr:0.0003976 clip_eps:0.4 entropy:3.404 +2026-01-30 23:40:54 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:950.55 total_reward_ma:875.91 loss:-0.004929 fps:532.3 +frame:1.22e+06 wall_t:2292 t:76250 epi:nan +opt_step:381120 lr:0.0003962 clip_eps:0.4 entropy:3.285 +2026-01-30 23:41:14 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:948.63 total_reward_ma:877.23 loss:-0.006714 fps:532.2 +frame:1.23e+06 wall_t:2311 t:76875 epi:nan +opt_step:384320 lr:0.0003948 clip_eps:0.4 entropy:3.071 +2026-01-30 23:41:31 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:938.93 total_reward_ma:878.44 loss:-0.01335 fps:532.4 +frame:1.24e+06 wall_t:2329 t:77500 epi:nan +opt_step:387360 lr:0.0003934 clip_eps:0.4 entropy:3.419 +2026-01-30 23:41:50 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:967.32 total_reward_ma:880.07 loss:-0.01554 fps:532.4 +frame:1.25e+06 wall_t:2348 t:78125 epi:nan +opt_step:390560 lr:0.0003919 clip_eps:0.4 entropy:3.39 +2026-01-30 23:42:09 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:969.64 total_reward_ma:881.23 loss:-0.02755 fps:532.3 +frame:1.26e+06 wall_t:2367 t:78750 epi:nan +opt_step:393600 lr:0.0003905 clip_eps:0.4 entropy:3.419 +2026-01-30 23:42:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:978.00 total_reward_ma:882.99 loss:-0.02158 fps:532.3 +frame:1.27e+06 wall_t:2386 t:79375 epi:nan +opt_step:396800 lr:0.0003891 clip_eps:0.4 entropy:3.419 +2026-01-30 23:42:47 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:987.75 total_reward_ma:884.97 loss:-0.009228 fps:532.2 +frame:1.28e+06 wall_t:2405 t:80000 epi:nan +opt_step:400000 lr:0.0003876 clip_eps:0.4 entropy:3.419 +2026-01-30 23:43:05 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:987.75 total_reward_ma:886.98 loss:-0.01695 fps:532.4 +frame:1.29e+06 wall_t:2423 t:80625 epi:nan +opt_step:403040 lr:0.0003862 clip_eps:0.4 entropy:3.419 +2026-01-30 23:43:25 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:983.90 total_reward_ma:888.65 loss:-0.01491 fps:532.1 +frame:1.30e+06 wall_t:2443 t:81250 epi:nan +opt_step:406240 lr:0.0003848 clip_eps:0.4 entropy:3.351 +2026-01-30 23:43:43 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:983.90 total_reward_ma:890.28 loss:-0.02144 fps:532.3 +frame:1.31e+06 wall_t:2461 t:81875 epi:nan +opt_step:409280 lr:0.0003834 clip_eps:0.4 entropy:3.4 +2026-01-30 23:44:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:974.52 total_reward_ma:891.81 loss:-0.01221 fps:532.3 +frame:1.32e+06 wall_t:2480 t:82500 epi:nan +opt_step:412480 lr:0.0003819 clip_eps:0.4 entropy:3.419 +2026-01-30 23:44:21 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:984.22 total_reward_ma:893.10 loss:-0.01724 fps:532.2 +frame:1.33e+06 wall_t:2499 t:83125 epi:nan +opt_step:415520 lr:0.0003805 clip_eps:0.4 entropy:3.419 +2026-01-30 23:44:40 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:984.22 total_reward_ma:894.23 loss:0.004375 fps:532.2 +frame:1.34e+06 wall_t:2518 t:83750 epi:nan +opt_step:418720 lr:0.0003791 clip_eps:0.4 entropy:3.346 +2026-01-30 23:44:58 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:984.22 total_reward_ma:895.15 loss:-0.02099 fps:532.3 +frame:1.35e+06 wall_t:2536 t:84375 epi:nan +opt_step:421760 lr:0.0003777 clip_eps:0.4 entropy:3.419 +2026-01-30 23:45:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:984.85 total_reward_ma:895.67 loss:-0.01542 fps:532.3 +frame:1.36e+06 wall_t:2555 t:85000 epi:nan +opt_step:424960 lr:0.0003762 clip_eps:0.4 entropy:3.419 +2026-01-30 23:45:36 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:966.10 total_reward_ma:896.20 loss:-0.02575 fps:532.2 +frame:1.37e+06 wall_t:2574 t:85625 epi:nan +opt_step:428000 lr:0.0003748 clip_eps:0.4 entropy:3.419 +2026-01-30 23:45:55 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:966.10 total_reward_ma:896.51 loss:-0.009723 fps:532.4 +frame:1.38e+06 wall_t:2592 t:86250 epi:nan +opt_step:431200 lr:0.0003734 clip_eps:0.4 entropy:3.419 +2026-01-30 23:46:13 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:941.94 total_reward_ma:896.44 loss:-0.01117 fps:532.4 +frame:1.39e+06 wall_t:2611 t:86875 epi:nan +opt_step:434240 lr:0.000372 clip_eps:0.4 entropy:3.419 +2026-01-30 23:46:33 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:941.94 total_reward_ma:896.29 loss:-0.004501 fps:532.1 +frame:1.40e+06 wall_t:2631 t:87500 epi:nan +opt_step:437440 lr:0.0003705 clip_eps:0.4 entropy:3.419 +2026-01-30 23:46:51 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:941.88 total_reward_ma:896.18 loss:-0.007067 fps:532.5 +frame:1.41e+06 wall_t:2648 t:88125 epi:nan +opt_step:440480 lr:0.0003691 clip_eps:0.4 entropy:3.142 +2026-01-30 23:47:10 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:926.40 total_reward_ma:895.91 loss:-0.004831 fps:532.2 +frame:1.42e+06 wall_t:2668 t:88750 epi:nan +opt_step:443680 lr:0.0003677 clip_eps:0.4 entropy:3.057 +2026-01-30 23:47:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:873.57 total_reward_ma:895.11 loss:0.009629 fps:532.4 +frame:1.43e+06 wall_t:2686 t:89375 epi:nan +opt_step:446720 lr:0.0003663 clip_eps:0.4 entropy:3.1 +2026-01-30 23:47:48 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:863.61 total_reward_ma:894.11 loss:-0.01211 fps:532.2 +frame:1.44e+06 wall_t:2706 t:90000 epi:nan +opt_step:449920 lr:0.0003648 clip_eps:0.4 entropy:3.244 +2026-01-30 23:48:07 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:849.95 total_reward_ma:892.98 loss:-0.002095 fps:532.1 +frame:1.45e+06 wall_t:2725 t:90625 epi:nan +opt_step:453120 lr:0.0003634 clip_eps:0.4 entropy:3.316 +2026-01-30 23:48:25 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:852.86 total_reward_ma:891.81 loss:0.06123 fps:532.3 +frame:1.46e+06 wall_t:2743 t:91250 epi:nan +opt_step:456160 lr:0.000362 clip_eps:0.4 entropy:2.841 +2026-01-30 23:48:45 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:855.07 total_reward_ma:890.63 loss:0.004081 fps:532 +frame:1.47e+06 wall_t:2763 t:91875 epi:nan +opt_step:459360 lr:0.0003605 clip_eps:0.4 entropy:2.933 +2026-01-30 23:49:03 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:859.80 total_reward_ma:889.49 loss:0.005112 fps:532.4 +frame:1.48e+06 wall_t:2780 t:92500 epi:nan +opt_step:462400 lr:0.0003591 clip_eps:0.4 entropy:3.217 +2026-01-30 23:49:22 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:854.00 total_reward_ma:888.30 loss:0.006438 fps:532.3 +frame:1.49e+06 wall_t:2799 t:93125 epi:nan +opt_step:465600 lr:0.0003577 clip_eps:0.4 entropy:2.905 +2026-01-30 23:49:40 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:871.12 total_reward_ma:887.55 loss:-0.01527 fps:532.3 +frame:1.50e+06 wall_t:2818 t:93750 epi:nan +opt_step:468640 lr:0.0003563 clip_eps:0.4 entropy:3.419 +2026-01-30 23:50:00 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:880.84 total_reward_ma:887.03 loss:-0.01741 fps:532.3 +frame:1.51e+06 wall_t:2837 t:94375 epi:nan +opt_step:471840 lr:0.0003548 clip_eps:0.4 entropy:3.399 +2026-01-30 23:50:18 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:888.00 total_reward_ma:886.73 loss:-0.0169 fps:532.2 +frame:1.52e+06 wall_t:2856 t:95000 epi:nan +opt_step:474880 lr:0.0003535 clip_eps:0.4 entropy:3.419 +2026-01-30 23:50:37 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:931.08 total_reward_ma:886.91 loss:-0.02135 fps:532.2 +frame:1.53e+06 wall_t:2875 t:95625 epi:nan +opt_step:478080 lr:0.000352 clip_eps:0.4 entropy:3.419 +2026-01-30 23:50:56 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:930.75 total_reward_ma:888.84 loss:-0.008259 fps:532.1 +frame:1.54e+06 wall_t:2894 t:96250 epi:nan +opt_step:481120 lr:0.0003506 clip_eps:0.4 entropy:3.419 +2026-01-30 23:51:15 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:852.49 total_reward_ma:890.35 loss:-0.01927 fps:532.1 +frame:1.55e+06 wall_t:2913 t:96875 epi:nan +opt_step:484320 lr:0.0003492 clip_eps:0.4 entropy:3.419 +2026-01-30 23:51:33 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:857.69 total_reward_ma:891.91 loss:-0.01624 fps:532.2 +frame:1.56e+06 wall_t:2931 t:97500 epi:nan +opt_step:487360 lr:0.0003478 clip_eps:0.4 entropy:3.404 +2026-01-30 23:51:53 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:857.69 total_reward_ma:893.24 loss:0.04305 fps:532.2 +frame:1.57e+06 wall_t:2950 t:98125 epi:nan +opt_step:490560 lr:0.0003463 clip_eps:0.4 entropy:2.781 +2026-01-30 23:52:11 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:863.10 total_reward_ma:894.55 loss:-0.03555 fps:532.2 +frame:1.58e+06 wall_t:2969 t:98750 epi:nan +opt_step:493600 lr:0.0003449 clip_eps:0.4 entropy:2.948 +2026-01-30 23:52:30 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:863.10 total_reward_ma:895.73 loss:-0.01123 fps:532.1 +frame:1.59e+06 wall_t:2988 t:99375 epi:nan +opt_step:496800 lr:0.0003435 clip_eps:0.4 entropy:3.37 +2026-01-30 23:52:49 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:863.10 total_reward_ma:896.83 loss:-0.004809 fps:532.1 +frame:1.60e+06 wall_t:3007 t:100000 epi:nan +opt_step:500000 lr:0.000342 clip_eps:0.4 entropy:3.323 +2026-01-30 23:53:08 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:856.76 total_reward_ma:897.83 loss:-0.008957 fps:532.1 +frame:1.61e+06 wall_t:3026 t:100625 epi:nan +opt_step:503040 lr:0.0003406 clip_eps:0.4 entropy:3.25 +2026-01-30 23:53:27 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:856.76 total_reward_ma:898.30 loss:-0.01266 fps:532.2 +frame:1.62e+06 wall_t:3044 t:101250 epi:nan +opt_step:506240 lr:0.0003392 clip_eps:0.4 entropy:3.298 +2026-01-30 23:53:45 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:869.41 total_reward_ma:898.30 loss:-0.0316 fps:532.2 +frame:1.63e+06 wall_t:3063 t:101875 epi:nan +opt_step:509280 lr:0.0003378 clip_eps:0.4 entropy:3.286 +2026-01-30 23:54:05 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:921.79 total_reward_ma:898.13 loss:-0.02264 fps:531.9 +frame:1.64e+06 wall_t:3083 t:102500 epi:nan +opt_step:512480 lr:0.0003363 clip_eps:0.4 entropy:3.349 +2026-01-30 23:54:22 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:914.40 total_reward_ma:897.36 loss:-0.01466 fps:532.3 +frame:1.65e+06 wall_t:3100 t:103125 epi:nan +opt_step:515520 lr:0.0003349 clip_eps:0.4 entropy:3.347 +2026-01-30 23:54:42 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:905.87 total_reward_ma:896.51 loss:-0.0307 fps:532.2 +frame:1.66e+06 wall_t:3119 t:103750 epi:nan +opt_step:518720 lr:0.0003335 clip_eps:0.4 entropy:3.298 +2026-01-30 23:55:00 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:906.26 total_reward_ma:895.67 loss:-0.0006708 fps:532.2 +frame:1.67e+06 wall_t:3138 t:104375 epi:nan +opt_step:521760 lr:0.0003321 clip_eps:0.4 entropy:3.256 +2026-01-30 23:55:19 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:900.42 total_reward_ma:894.76 loss:-0.02228 fps:532.2 +frame:1.68e+06 wall_t:3157 t:105000 epi:nan +opt_step:524960 lr:0.0003306 clip_eps:0.4 entropy:3.279 +2026-01-30 23:55:37 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:889.21 total_reward_ma:893.75 loss:-0.03152 fps:532.3 +frame:1.69e+06 wall_t:3175 t:105625 epi:nan +opt_step:528000 lr:0.0003292 clip_eps:0.4 entropy:3.276 +2026-01-30 23:55:56 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:887.16 total_reward_ma:892.71 loss:-0.01578 fps:532.2 +frame:1.70e+06 wall_t:3194 t:106250 epi:nan +opt_step:531200 lr:0.0003278 clip_eps:0.4 entropy:3.399 +2026-01-30 23:56:15 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:897.38 total_reward_ma:891.78 loss:-0.001912 fps:532.2 +frame:1.71e+06 wall_t:3213 t:106875 epi:nan +opt_step:534240 lr:0.0003264 clip_eps:0.4 entropy:3.299 +2026-01-30 23:56:34 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:912.91 total_reward_ma:891.08 loss:0.02518 fps:532.2 +frame:1.72e+06 wall_t:3232 t:107500 epi:nan +opt_step:537440 lr:0.0003249 clip_eps:0.4 entropy:3.009 +2026-01-30 23:56:52 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:935.77 total_reward_ma:890.64 loss:0.02988 fps:532.3 +frame:1.73e+06 wall_t:3250 t:108125 epi:nan +opt_step:540480 lr:0.0003235 clip_eps:0.4 entropy:2.987 +2026-01-30 23:57:12 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:952.07 total_reward_ma:890.42 loss:0.001871 fps:532.1 +frame:1.74e+06 wall_t:3270 t:108750 epi:nan +opt_step:543680 lr:0.0003221 clip_eps:0.4 entropy:3.356 +2026-01-30 23:57:30 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:940.21 total_reward_ma:890.09 loss:-0.01668 fps:532.2 +frame:1.75e+06 wall_t:3288 t:109375 epi:nan +opt_step:546720 lr:0.0003207 clip_eps:0.4 entropy:3.379 +2026-01-30 23:57:49 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:947.94 total_reward_ma:889.95 loss:0.02032 fps:532.2 +frame:1.76e+06 wall_t:3307 t:110000 epi:nan +opt_step:549920 lr:0.0003192 clip_eps:0.4 entropy:3.25 +2026-01-30 23:58:08 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:947.94 total_reward_ma:889.80 loss:0.02306 fps:532.2 +frame:1.77e+06 wall_t:3326 t:110625 epi:nan +opt_step:553120 lr:0.0003178 clip_eps:0.4 entropy:2.834 +2026-01-30 23:58:27 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:934.88 total_reward_ma:889.67 loss:-0.01324 fps:532.1 +frame:1.78e+06 wall_t:3345 t:111250 epi:nan +opt_step:556160 lr:0.0003164 clip_eps:0.4 entropy:3.194 +2026-01-30 23:58:45 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:947.34 total_reward_ma:890.17 loss:0.007682 fps:532.3 +frame:1.79e+06 wall_t:3363 t:111875 epi:nan +opt_step:559360 lr:0.0003149 clip_eps:0.4 entropy:3.168 +2026-01-30 23:59:04 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:947.34 total_reward_ma:891.51 loss:-0.008518 fps:532.2 +frame:1.80e+06 wall_t:3382 t:112500 epi:nan +opt_step:562400 lr:0.0003135 clip_eps:0.4 entropy:3.029 +2026-01-30 23:59:23 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:954.51 total_reward_ma:893.12 loss:-0.005321 fps:532.2 +frame:1.81e+06 wall_t:3401 t:113125 epi:nan +opt_step:565600 lr:0.0003121 clip_eps:0.4 entropy:3.228 +2026-01-30 23:59:41 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:948.16 total_reward_ma:894.99 loss:-0.009017 fps:532.3 +frame:1.82e+06 wall_t:3419 t:113750 epi:nan +opt_step:568640 lr:0.0003107 clip_eps:0.4 entropy:3.37 +2026-01-31 00:00:00 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:946.06 total_reward_ma:897.10 loss:-0.01886 fps:532.3 +frame:1.83e+06 wall_t:3438 t:114375 epi:nan +opt_step:571840 lr:0.0003092 clip_eps:0.4 entropy:3.419 +2026-01-31 00:00:19 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:965.71 total_reward_ma:899.79 loss:0.01676 fps:532.3 +frame:1.84e+06 wall_t:3457 t:115000 epi:nan +opt_step:574880 lr:0.0003079 clip_eps:0.4 entropy:3.341 +2026-01-31 00:00:38 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:968.08 total_reward_ma:902.66 loss:0.01367 fps:532.2 +frame:1.85e+06 wall_t:3476 t:115625 epi:nan +opt_step:578080 lr:0.0003064 clip_eps:0.4 entropy:3.374 +2026-01-31 00:00:56 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:968.08 total_reward_ma:905.41 loss:0.003468 fps:532.3 +frame:1.86e+06 wall_t:3494 t:116250 epi:nan +opt_step:581120 lr:0.000305 clip_eps:0.4 entropy:3.419 +2026-01-31 00:01:15 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:968.08 total_reward_ma:907.87 loss:0.01038 fps:532.3 +frame:1.87e+06 wall_t:3513 t:116875 epi:nan +opt_step:584320 lr:0.0003036 clip_eps:0.4 entropy:3.264 +2026-01-31 00:01:34 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:977.57 total_reward_ma:909.98 loss:0.01703 fps:532.3 +frame:1.88e+06 wall_t:3532 t:117500 epi:nan +opt_step:587360 lr:0.0003022 clip_eps:0.4 entropy:3.279 +2026-01-31 00:01:53 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:979.87 total_reward_ma:911.78 loss:0.02824 fps:532.2 +frame:1.89e+06 wall_t:3551 t:118125 epi:nan +opt_step:590560 lr:0.0003007 clip_eps:0.4 entropy:3.368 +2026-01-31 00:02:11 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:979.87 total_reward_ma:913.53 loss:-0.01214 fps:532.4 +frame:1.90e+06 wall_t:3569 t:118750 epi:nan +opt_step:593600 lr:0.0002993 clip_eps:0.4 entropy:3.419 +2026-01-31 00:02:31 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:979.87 total_reward_ma:915.68 loss:-0.01438 fps:532.3 +frame:1.91e+06 wall_t:3588 t:119375 epi:nan +opt_step:596800 lr:0.0002979 clip_eps:0.4 entropy:3.379 +2026-01-31 00:02:50 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:986.22 total_reward_ma:917.79 loss:-0.01051 fps:532.2 +frame:1.92e+06 wall_t:3608 t:120000 epi:nan +opt_step:600000 lr:0.0002964 clip_eps:0.4 entropy:3.38 +2026-01-31 00:03:08 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:986.22 total_reward_ma:919.90 loss:-0.0005916 fps:532.3 +frame:1.93e+06 wall_t:3626 t:120625 epi:nan +opt_step:603040 lr:0.000295 clip_eps:0.4 entropy:3.335 +2026-01-31 00:03:27 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:988.32 total_reward_ma:922.23 loss:-0.0262 fps:532.2 +frame:1.94e+06 wall_t:3645 t:121250 epi:nan +opt_step:606240 lr:0.0002936 clip_eps:0.4 entropy:3.317 +2026-01-31 00:03:46 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:990.59 total_reward_ma:924.55 loss:-0.01229 fps:532.2 +frame:1.95e+06 wall_t:3664 t:121875 epi:nan +opt_step:609280 lr:0.0002922 clip_eps:0.4 entropy:3.278 +2026-01-31 00:04:05 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:990.59 total_reward_ma:927.06 loss:0.003822 fps:532.2 +frame:1.96e+06 wall_t:3683 t:122500 epi:nan +opt_step:612480 lr:0.0002907 clip_eps:0.4 entropy:3.117 +2026-01-31 00:04:23 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:965.52 total_reward_ma:929.28 loss:-0.005772 fps:532.3 +frame:1.97e+06 wall_t:3701 t:123125 epi:nan +opt_step:615520 lr:0.0002893 clip_eps:0.4 entropy:3.305 +2026-01-31 00:04:42 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:965.29 total_reward_ma:931.39 loss:-0.01499 fps:532.3 +frame:1.98e+06 wall_t:3720 t:123750 epi:nan +opt_step:618720 lr:0.0002879 clip_eps:0.4 entropy:3.351 +2026-01-31 00:05:00 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:965.29 total_reward_ma:933.07 loss:0.0304 fps:532.4 +frame:1.99e+06 wall_t:3738 t:124375 epi:nan +opt_step:621760 lr:0.0002865 clip_eps:0.4 entropy:3.045 +2026-01-31 00:05:19 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:965.29 total_reward_ma:934.19 loss:0.01469 fps:532.3 +frame:2.00e+06 wall_t:3757 t:125000 epi:nan +opt_step:624960 lr:0.000285 clip_eps:0.4 entropy:3.419 +2026-01-31 00:05:38 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:965.29 total_reward_ma:935.30 loss:0.02384 fps:532.3 +frame:2.01e+06 wall_t:3776 t:125625 epi:nan +opt_step:628000 lr:0.0002836 clip_eps:0.4 entropy:3.313 +2026-01-31 00:05:57 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:965.29 total_reward_ma:935.96 loss:-0.01157 fps:532.3 +frame:2.02e+06 wall_t:3795 t:126250 epi:nan +opt_step:631200 lr:0.0002822 clip_eps:0.4 entropy:3.419 +2026-01-31 00:06:15 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:965.29 total_reward_ma:936.50 loss:-0.01359 fps:532.4 +frame:2.03e+06 wall_t:3813 t:126875 epi:nan +opt_step:634240 lr:0.0002808 clip_eps:0.4 entropy:3.419 +2026-01-31 00:06:34 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:965.29 total_reward_ma:937.04 loss:0.007877 fps:532.4 +frame:2.04e+06 wall_t:3832 t:127500 epi:nan +opt_step:637440 lr:0.0002793 clip_eps:0.4 entropy:3.329 +2026-01-31 00:06:53 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:950.20 total_reward_ma:937.35 loss:-0.022 fps:532.3 +frame:2.05e+06 wall_t:3851 t:128125 epi:nan +opt_step:640480 lr:0.0002779 clip_eps:0.4 entropy:3.131 +2026-01-31 00:07:12 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:951.83 total_reward_ma:937.65 loss:0.002039 fps:532.3 +frame:2.06e+06 wall_t:3870 t:128750 epi:nan +opt_step:643680 lr:0.0002765 clip_eps:0.4 entropy:3.249 +2026-01-31 00:07:30 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:984.91 total_reward_ma:938.32 loss:-0.01012 fps:532.4 +frame:2.07e+06 wall_t:3888 t:129375 epi:nan +opt_step:646720 lr:0.0002751 clip_eps:0.4 entropy:3.328 +2026-01-31 00:07:49 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:977.41 total_reward_ma:938.91 loss:-0.02409 fps:532.4 +frame:2.08e+06 wall_t:3907 t:130000 epi:nan +opt_step:649920 lr:0.0002736 clip_eps:0.4 entropy:3.419 +2026-01-31 00:08:09 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:977.41 total_reward_ma:939.38 loss:-0.02455 fps:532.2 +frame:2.09e+06 wall_t:3927 t:130625 epi:nan +opt_step:653120 lr:0.0002722 clip_eps:0.4 entropy:3.419 +2026-01-31 00:08:27 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:974.79 total_reward_ma:939.68 loss:-0.01909 fps:532.5 +frame:2.10e+06 wall_t:3944 t:131250 epi:nan +opt_step:656160 lr:0.0002708 clip_eps:0.4 entropy:3.419 +2026-01-31 00:08:46 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:974.79 total_reward_ma:939.89 loss:-0.009693 fps:532.3 +frame:2.11e+06 wall_t:3964 t:131875 epi:nan +opt_step:659360 lr:0.0002693 clip_eps:0.4 entropy:3.335 +2026-01-31 00:09:05 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:974.79 total_reward_ma:939.93 loss:-0.00335 fps:532.3 +frame:2.12e+06 wall_t:3983 t:132500 epi:nan +opt_step:662400 lr:0.0002679 clip_eps:0.4 entropy:3.419 +2026-01-31 00:09:23 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:974.79 total_reward_ma:939.91 loss:-0.004218 fps:532.4 +frame:2.13e+06 wall_t:4001 t:133125 epi:nan +opt_step:665600 lr:0.0002665 clip_eps:0.4 entropy:3.419 +2026-01-31 00:09:42 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:981.04 total_reward_ma:939.82 loss:-0.0188 fps:532.3 +frame:2.14e+06 wall_t:4020 t:133750 epi:nan +opt_step:668640 lr:0.0002651 clip_eps:0.4 entropy:3.419 +2026-01-31 00:10:01 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:989.88 total_reward_ma:939.76 loss:0.0014 fps:532.3 +frame:2.15e+06 wall_t:4039 t:134375 epi:nan +opt_step:671840 lr:0.0002636 clip_eps:0.4 entropy:3.242 +2026-01-31 00:10:20 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:986.78 total_reward_ma:939.94 loss:-0.02076 fps:532.4 +frame:2.16e+06 wall_t:4057 t:135000 epi:nan +opt_step:674880 lr:0.0002623 clip_eps:0.4 entropy:3.419 +2026-01-31 00:10:39 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:971.88 total_reward_ma:940.05 loss:-0.02224 fps:532.3 +frame:2.17e+06 wall_t:4077 t:135625 epi:nan +opt_step:678080 lr:0.0002608 clip_eps:0.4 entropy:3.419 +2026-01-31 00:10:57 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:979.38 total_reward_ma:940.34 loss:-0.01769 fps:532.4 +frame:2.18e+06 wall_t:4095 t:136250 epi:nan +opt_step:681120 lr:0.0002594 clip_eps:0.4 entropy:3.419 +2026-01-31 00:11:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:975.39 total_reward_ma:940.59 loss:-0.01216 fps:532.3 +frame:2.19e+06 wall_t:4114 t:136875 epi:nan +opt_step:684320 lr:0.000258 clip_eps:0.4 entropy:3.419 +2026-01-31 00:11:34 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:969.01 total_reward_ma:940.78 loss:-0.01526 fps:532.4 +frame:2.20e+06 wall_t:4132 t:137500 epi:nan +opt_step:687360 lr:0.0002566 clip_eps:0.4 entropy:3.419 +2026-01-31 00:11:53 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:957.75 total_reward_ma:940.85 loss:-0.01819 fps:532.4 +frame:2.21e+06 wall_t:4151 t:138125 epi:nan +opt_step:690560 lr:0.0002551 clip_eps:0.4 entropy:3.419 +2026-01-31 00:12:12 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:949.58 total_reward_ma:940.84 loss:-0.01646 fps:532.4 +frame:2.22e+06 wall_t:4170 t:138750 epi:nan +opt_step:693600 lr:0.0002537 clip_eps:0.4 entropy:3.419 +2026-01-31 00:12:31 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:949.58 total_reward_ma:940.85 loss:-0.01144 fps:532.3 +frame:2.23e+06 wall_t:4189 t:139375 epi:nan +opt_step:696800 lr:0.0002523 clip_eps:0.4 entropy:3.419 +2026-01-31 00:12:50 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:945.06 total_reward_ma:940.91 loss:-0.014 fps:532.3 +frame:2.24e+06 wall_t:4208 t:140000 epi:nan +opt_step:700000 lr:0.0002508 clip_eps:0.4 entropy:3.419 +2026-01-31 00:13:09 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:945.06 total_reward_ma:940.69 loss:-0.01484 fps:532.3 +frame:2.25e+06 wall_t:4227 t:140625 epi:nan +opt_step:703040 lr:0.0002494 clip_eps:0.4 entropy:3.419 +2026-01-31 00:13:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:952.02 total_reward_ma:940.51 loss:-0.01097 fps:532.3 +frame:2.26e+06 wall_t:4246 t:141250 epi:nan +opt_step:706240 lr:0.000248 clip_eps:0.4 entropy:3.419 +2026-01-31 00:13:46 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:939.36 total_reward_ma:940.12 loss:-0.01459 fps:532.4 +frame:2.27e+06 wall_t:4264 t:141875 epi:nan +opt_step:709280 lr:0.0002466 clip_eps:0.4 entropy:3.419 +2026-01-31 00:14:05 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:939.36 total_reward_ma:939.64 loss:0.03074 fps:532.3 +frame:2.28e+06 wall_t:4283 t:142500 epi:nan +opt_step:712480 lr:0.0002451 clip_eps:0.4 entropy:3.419 +2026-01-31 00:14:24 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:948.09 total_reward_ma:939.24 loss:0.02522 fps:532.3 +frame:2.29e+06 wall_t:4302 t:143125 epi:nan +opt_step:715520 lr:0.0002437 clip_eps:0.4 entropy:3.419 +2026-01-31 00:14:43 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:954.49 total_reward_ma:938.95 loss:0.03621 fps:532.3 +frame:2.30e+06 wall_t:4321 t:143750 epi:nan +opt_step:718720 lr:0.0002423 clip_eps:0.4 entropy:3.101 +2026-01-31 00:15:01 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:891.33 total_reward_ma:938.02 loss:-0.03351 fps:532.4 +frame:2.31e+06 wall_t:4339 t:144375 epi:nan +opt_step:721760 lr:0.0002409 clip_eps:0.4 entropy:3.419 +2026-01-31 00:15:20 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:878.75 total_reward_ma:937.07 loss:0.02381 fps:532.4 +frame:2.32e+06 wall_t:4358 t:145000 epi:nan +opt_step:724960 lr:0.0002394 clip_eps:0.4 entropy:2.692 +2026-01-31 00:15:39 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:883.27 total_reward_ma:936.06 loss:-0.002364 fps:532.3 +frame:2.33e+06 wall_t:4377 t:145625 epi:nan +opt_step:728000 lr:0.000238 clip_eps:0.4 entropy:3.419 +2026-01-31 00:15:58 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:883.27 total_reward_ma:935.05 loss:0.01107 fps:532.3 +frame:2.34e+06 wall_t:4396 t:146250 epi:nan +opt_step:731200 lr:0.0002366 clip_eps:0.4 entropy:3.139 +2026-01-31 00:16:16 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:883.27 total_reward_ma:934.04 loss:-0.005114 fps:532.4 +frame:2.35e+06 wall_t:4414 t:146875 epi:nan +opt_step:734240 lr:0.0002352 clip_eps:0.4 entropy:3.362 +2026-01-31 00:16:36 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:906.97 total_reward_ma:933.26 loss:0.001767 fps:532.3 +frame:2.36e+06 wall_t:4434 t:147500 epi:nan +opt_step:737440 lr:0.0002337 clip_eps:0.4 entropy:3.333 +2026-01-31 00:16:53 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:906.97 total_reward_ma:932.67 loss:0.006824 fps:532.5 +frame:2.37e+06 wall_t:4451 t:148125 epi:nan +opt_step:740480 lr:0.0002323 clip_eps:0.4 entropy:2.855 +2026-01-31 00:17:13 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:911.23 total_reward_ma:932.12 loss:-0.00995 fps:532.4 +frame:2.38e+06 wall_t:4470 t:148750 epi:nan +opt_step:743680 lr:0.0002309 clip_eps:0.4 entropy:3.098 +2026-01-31 00:17:31 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:916.09 total_reward_ma:931.86 loss:-0.01444 fps:532.4 +frame:2.39e+06 wall_t:4489 t:149375 epi:nan +opt_step:746720 lr:0.0002295 clip_eps:0.4 entropy:3.394 +2026-01-31 00:17:51 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:928.25 total_reward_ma:931.72 loss:-0.01646 fps:532.4 +frame:2.40e+06 wall_t:4508 t:150000 epi:nan +opt_step:749920 lr:0.000228 clip_eps:0.4 entropy:3.358 +2026-01-31 00:18:10 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:982.64 total_reward_ma:932.13 loss:-0.006644 fps:532.4 +frame:2.41e+06 wall_t:4527 t:150625 epi:nan +opt_step:753120 lr:0.0002266 clip_eps:0.4 entropy:3.163 +2026-01-31 00:18:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:932.87 loss:-0.01479 fps:532.3 +frame:2.42e+06 wall_t:4546 t:151250 epi:nan +opt_step:756160 lr:0.0002252 clip_eps:0.4 entropy:3.283 +2026-01-31 00:18:48 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:934.13 loss:-0.01101 fps:532.2 +frame:2.43e+06 wall_t:4566 t:151875 epi:nan +opt_step:759360 lr:0.0002237 clip_eps:0.4 entropy:3.382 +2026-01-31 00:19:05 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:935.49 loss:-0.02107 fps:532.4 +frame:2.44e+06 wall_t:4583 t:152500 epi:nan +opt_step:762400 lr:0.0002223 clip_eps:0.4 entropy:3.352 +2026-01-31 00:19:25 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:997.72 total_reward_ma:936.97 loss:0.01332 fps:532.4 +frame:2.45e+06 wall_t:4602 t:153125 epi:nan +opt_step:765600 lr:0.0002209 clip_eps:0.4 entropy:3.419 +2026-01-31 00:19:43 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:985.82 total_reward_ma:938.30 loss:-0.01331 fps:532.4 +frame:2.46e+06 wall_t:4621 t:153750 epi:nan +opt_step:768640 lr:0.0002195 clip_eps:0.4 entropy:3.419 +2026-01-31 00:20:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:962.72 total_reward_ma:939.38 loss:-0.02212 fps:532.3 +frame:2.47e+06 wall_t:4640 t:154375 epi:nan +opt_step:771840 lr:0.000218 clip_eps:0.4 entropy:3.419 +2026-01-31 00:20:21 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:956.65 total_reward_ma:940.35 loss:-0.01343 fps:532.4 +frame:2.48e+06 wall_t:4658 t:155000 epi:nan +opt_step:774880 lr:0.0002167 clip_eps:0.4 entropy:3.329 +2026-01-31 00:20:40 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:940.38 total_reward_ma:941.21 loss:-0.02772 fps:532.3 +frame:2.49e+06 wall_t:4678 t:155625 epi:nan +opt_step:778080 lr:0.0002152 clip_eps:0.4 entropy:3.318 +2026-01-31 00:20:58 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:845.76 total_reward_ma:940.96 loss:-0.01539 fps:532.4 +frame:2.50e+06 wall_t:4696 t:156250 epi:nan +opt_step:781120 lr:0.0002138 clip_eps:0.4 entropy:3.373 +2026-01-31 00:21:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:697.07 total_reward_ma:939.12 loss:0.0588 fps:532.3 +frame:2.51e+06 wall_t:4715 t:156875 epi:nan +opt_step:784320 lr:0.0002124 clip_eps:0.4 entropy:3.279 +2026-01-31 00:21:35 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:679.41 total_reward_ma:937.03 loss:0.03329 fps:532.4 +frame:2.52e+06 wall_t:4733 t:157500 epi:nan +opt_step:787360 lr:0.000211 clip_eps:0.4 entropy:3.039 +2026-01-31 00:21:55 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:574.00 total_reward_ma:933.46 loss:0.03635 fps:532.3 +frame:2.53e+06 wall_t:4753 t:158125 epi:nan +opt_step:790560 lr:0.0002095 clip_eps:0.4 entropy:3.361 +2026-01-31 00:22:13 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:466.25 total_reward_ma:928.82 loss:0.02374 fps:532.4 +frame:2.54e+06 wall_t:4771 t:158750 epi:nan +opt_step:793600 lr:0.0002081 clip_eps:0.4 entropy:3.186 +2026-01-31 00:22:32 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:491.82 total_reward_ma:925.21 loss:-0.01431 fps:532.4 +frame:2.55e+06 wall_t:4790 t:159375 epi:nan +opt_step:796800 lr:0.0002067 clip_eps:0.4 entropy:3.259 +2026-01-31 00:22:51 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:509.93 total_reward_ma:921.73 loss:0.00847 fps:532.3 +frame:2.56e+06 wall_t:4809 t:160000 epi:nan +opt_step:800000 lr:0.0002052 clip_eps:0.4 entropy:3.044 +2026-01-31 00:23:10 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:550.15 total_reward_ma:918.66 loss:-0.01618 fps:532.3 +frame:2.57e+06 wall_t:4828 t:160625 epi:nan +opt_step:803040 lr:0.0002038 clip_eps:0.4 entropy:3.365 +2026-01-31 00:23:29 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:598.70 total_reward_ma:916.01 loss:-0.001054 fps:532.3 +frame:2.58e+06 wall_t:4847 t:161250 epi:nan +opt_step:806240 lr:0.0002024 clip_eps:0.4 entropy:2.876 +2026-01-31 00:23:47 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:608.65 total_reward_ma:913.47 loss:0.004131 fps:532.4 +frame:2.59e+06 wall_t:4865 t:161875 epi:nan +opt_step:809280 lr:0.000201 clip_eps:0.4 entropy:3.178 +2026-01-31 00:24:06 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:682.49 total_reward_ma:911.66 loss:-0.02132 fps:532.4 +frame:2.60e+06 wall_t:4884 t:162500 epi:nan +opt_step:812480 lr:0.0001995 clip_eps:0.4 entropy:3.418 +2026-01-31 00:24:24 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:744.48 total_reward_ma:910.54 loss:-0.003929 fps:532.4 +frame:2.61e+06 wall_t:4902 t:163125 epi:nan +opt_step:815520 lr:0.0001981 clip_eps:0.4 entropy:3.195 +2026-01-31 00:24:43 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:804.69 total_reward_ma:910.02 loss:-0.003406 fps:532.4 +frame:2.62e+06 wall_t:4921 t:163750 epi:nan +opt_step:818720 lr:0.0001967 clip_eps:0.4 entropy:2.998 +2026-01-31 00:25:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:880.87 total_reward_ma:910.13 loss:0.005759 fps:532.4 +frame:2.63e+06 wall_t:4940 t:164375 epi:nan +opt_step:821760 lr:0.0001953 clip_eps:0.4 entropy:3.246 +2026-01-31 00:25:21 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:895.51 total_reward_ma:909.87 loss:-0.01179 fps:532.4 +frame:2.64e+06 wall_t:4959 t:165000 epi:nan +opt_step:824960 lr:0.0001938 clip_eps:0.4 entropy:3.419 +2026-01-31 00:25:39 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:925.71 total_reward_ma:909.98 loss:-0.005579 fps:532.4 +frame:2.65e+06 wall_t:4977 t:165625 epi:nan +opt_step:828000 lr:0.0001924 clip_eps:0.4 entropy:2.525 +2026-01-31 00:25:58 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:955.40 total_reward_ma:910.48 loss:-0.0186 fps:532.4 +frame:2.66e+06 wall_t:4996 t:166250 epi:nan +opt_step:831200 lr:0.000191 clip_eps:0.4 entropy:2.907 +2026-01-31 00:26:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:988.09 total_reward_ma:911.30 loss:-0.00659 fps:532.4 +frame:2.67e+06 wall_t:5015 t:166875 epi:nan +opt_step:834240 lr:0.0001896 clip_eps:0.4 entropy:3.154 +2026-01-31 00:26:36 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:912.29 loss:-0.003601 fps:532.4 +frame:2.68e+06 wall_t:5034 t:167500 epi:nan +opt_step:837440 lr:0.0001881 clip_eps:0.4 entropy:2.659 +2026-01-31 00:26:54 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:913.40 loss:-0.02155 fps:532.5 +frame:2.69e+06 wall_t:5052 t:168125 epi:nan +opt_step:840480 lr:0.0001867 clip_eps:0.4 entropy:2.974 +2026-01-31 00:27:14 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:992.26 total_reward_ma:914.45 loss:-0.02913 fps:532.3 +frame:2.70e+06 wall_t:5072 t:168750 epi:nan +opt_step:843680 lr:0.0001853 clip_eps:0.4 entropy:2.779 +2026-01-31 00:27:32 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:976.14 total_reward_ma:915.24 loss:0.01627 fps:532.4 +frame:2.71e+06 wall_t:5090 t:169375 epi:nan +opt_step:846720 lr:0.0001839 clip_eps:0.4 entropy:2.071 +2026-01-31 00:27:51 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:965.09 total_reward_ma:915.76 loss:0.03192 fps:532.4 +frame:2.72e+06 wall_t:5109 t:170000 epi:nan +opt_step:849920 lr:0.0001824 clip_eps:0.4 entropy:1.46 +2026-01-31 00:28:10 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:945.23 total_reward_ma:915.86 loss:-0.02807 fps:532.4 +frame:2.73e+06 wall_t:5128 t:170625 epi:nan +opt_step:853120 lr:0.000181 clip_eps:0.4 entropy:1.84 +2026-01-31 00:28:29 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:812.84 total_reward_ma:914.47 loss:-0.02519 fps:532.3 +frame:2.74e+06 wall_t:5147 t:171250 epi:nan +opt_step:856160 lr:0.0001796 clip_eps:0.4 entropy:2.122 +2026-01-31 00:28:48 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:803.31 total_reward_ma:913.10 loss:0.004297 fps:532.4 +frame:2.75e+06 wall_t:5165 t:171875 epi:nan +opt_step:859360 lr:0.0001781 clip_eps:0.4 entropy:0.9048 +2026-01-31 00:29:06 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:802.75 total_reward_ma:911.64 loss:0.07954 fps:532.4 +frame:2.76e+06 wall_t:5184 t:172500 epi:nan +opt_step:862400 lr:0.0001767 clip_eps:0.4 entropy:1.064 +2026-01-31 00:29:26 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:802.75 total_reward_ma:910.19 loss:0.01586 fps:532.4 +frame:2.77e+06 wall_t:5203 t:173125 epi:nan +opt_step:865600 lr:0.0001753 clip_eps:0.4 entropy:0.8758 +2026-01-31 00:29:43 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:802.75 total_reward_ma:908.87 loss:-0.03145 fps:532.5 +frame:2.78e+06 wall_t:5221 t:173750 epi:nan +opt_step:868640 lr:0.0001739 clip_eps:0.4 entropy:1.258 +2026-01-31 00:30:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:820.04 total_reward_ma:907.60 loss:-0.008389 fps:532.4 +frame:2.79e+06 wall_t:5240 t:174375 epi:nan +opt_step:871840 lr:0.0001724 clip_eps:0.4 entropy:0.9635 +2026-01-31 00:30:21 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:825.20 total_reward_ma:906.38 loss:0.03737 fps:532.4 +frame:2.80e+06 wall_t:5259 t:175000 epi:nan +opt_step:874880 lr:0.0001711 clip_eps:0.4 entropy:1.905 +2026-01-31 00:30:40 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:824.29 total_reward_ma:905.07 loss:0.7325 fps:532.4 +frame:2.81e+06 wall_t:5278 t:175625 epi:nan +opt_step:878080 lr:0.0001696 clip_eps:0.4 entropy:0.8936 +2026-01-31 00:30:58 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:879.67 total_reward_ma:904.39 loss:0.00111 fps:532.5 +frame:2.82e+06 wall_t:5296 t:176250 epi:nan +opt_step:881120 lr:0.0001682 clip_eps:0.4 entropy:0.4543 +2026-01-31 00:31:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:906.79 total_reward_ma:904.00 loss:0.009932 fps:532.5 +frame:2.83e+06 wall_t:5315 t:176875 epi:nan +opt_step:884320 lr:0.0001668 clip_eps:0.4 entropy:1.341 +2026-01-31 00:31:36 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:964.65 total_reward_ma:903.99 loss:0.01707 fps:532.4 +frame:2.84e+06 wall_t:5334 t:177500 epi:nan +opt_step:887360 lr:0.0001654 clip_eps:0.4 entropy:1.039 +2026-01-31 00:31:55 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:974.18 total_reward_ma:904.05 loss:0.03205 fps:532.4 +frame:2.85e+06 wall_t:5353 t:178125 epi:nan +opt_step:890560 lr:0.0001639 clip_eps:0.4 entropy:0.7438 +2026-01-31 00:32:13 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:974.18 total_reward_ma:904.11 loss:-0.007555 fps:532.5 +frame:2.86e+06 wall_t:5371 t:178750 epi:nan +opt_step:893600 lr:0.0001625 clip_eps:0.4 entropy:1.048 +2026-01-31 00:32:33 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:974.74 total_reward_ma:904.17 loss:0.004392 fps:532.4 +frame:2.87e+06 wall_t:5391 t:179375 epi:nan +opt_step:896800 lr:0.0001611 clip_eps:0.4 entropy:1.376 +2026-01-31 00:32:52 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:974.74 total_reward_ma:904.15 loss:0.02605 fps:532.3 +frame:2.88e+06 wall_t:5410 t:180000 epi:nan +opt_step:900000 lr:0.0001596 clip_eps:0.4 entropy:0.6358 +2026-01-31 00:33:10 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:975.51 total_reward_ma:904.10 loss:0.01183 fps:532.4 +frame:2.89e+06 wall_t:5428 t:180625 epi:nan +opt_step:903040 lr:0.0001582 clip_eps:0.4 entropy:1.144 +2026-01-31 00:33:29 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:980.39 total_reward_ma:904.11 loss:-0.01131 fps:532.4 +frame:2.90e+06 wall_t:5447 t:181250 epi:nan +opt_step:906240 lr:0.0001568 clip_eps:0.4 entropy:1.238 +2026-01-31 00:33:48 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:997.60 total_reward_ma:904.29 loss:-0.002082 fps:532.4 +frame:2.91e+06 wall_t:5466 t:181875 epi:nan +opt_step:909280 lr:0.0001554 clip_eps:0.4 entropy:1.233 +2026-01-31 00:34:07 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:962.05 total_reward_ma:904.04 loss:-0.01805 fps:532.4 +frame:2.92e+06 wall_t:5485 t:182500 epi:nan +opt_step:912480 lr:0.0001539 clip_eps:0.4 entropy:1.144 +2026-01-31 00:34:25 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:938.89 total_reward_ma:903.57 loss:-0.007246 fps:532.4 +frame:2.93e+06 wall_t:5503 t:183125 epi:nan +opt_step:915520 lr:0.0001525 clip_eps:0.4 entropy:1.866 +2026-01-31 00:34:45 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:856.47 total_reward_ma:902.25 loss:-0.03694 fps:532.3 +frame:2.94e+06 wall_t:5523 t:183750 epi:nan +opt_step:918720 lr:0.0001511 clip_eps:0.4 entropy:1.957 +2026-01-31 00:35:03 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:249.07 total_reward_ma:894.84 loss:-0.01054 fps:532.4 +frame:2.95e+06 wall_t:5541 t:184375 epi:nan +opt_step:921760 lr:0.0001497 clip_eps:0.4 entropy:0.9633 +2026-01-31 00:35:22 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:212.86 total_reward_ma:887.06 loss:0.02329 fps:532.4 +frame:2.96e+06 wall_t:5560 t:185000 epi:nan +opt_step:924960 lr:0.0001482 clip_eps:0.4 entropy:0.9097 +2026-01-31 00:35:41 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:179.78 total_reward_ma:879.20 loss:-0.00307 fps:532.4 +frame:2.97e+06 wall_t:5579 t:185625 epi:nan +opt_step:928000 lr:0.0001468 clip_eps:0.4 entropy:1.139 +2026-01-31 00:36:00 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:187.40 total_reward_ma:871.42 loss:-0.01003 fps:532.3 +frame:2.98e+06 wall_t:5598 t:186250 epi:nan +opt_step:931200 lr:0.0001454 clip_eps:0.4 entropy:0.4689 +2026-01-31 00:36:18 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:69.14 total_reward_ma:862.46 loss:-0.01018 fps:532.4 +frame:2.99e+06 wall_t:5616 t:186875 epi:nan +opt_step:934240 lr:0.000144 clip_eps:0.4 entropy:0.7674 +2026-01-31 00:36:38 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:96.67 total_reward_ma:853.78 loss:-0.004224 fps:532.4 +frame:3.00e+06 wall_t:5635 t:187500 epi:nan +opt_step:937440 lr:0.0001425 clip_eps:0.4 entropy:1.318 +2026-01-31 00:36:57 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:160.95 total_reward_ma:845.73 loss:0.02304 fps:532.4 +frame:3.01e+06 wall_t:5654 t:188125 epi:nan +opt_step:940480 lr:0.0001411 clip_eps:0.4 entropy:1.333 +2026-01-31 00:37:15 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:187.90 total_reward_ma:837.96 loss:0.003031 fps:532.3 +frame:3.02e+06 wall_t:5673 t:188750 epi:nan +opt_step:943680 lr:0.0001397 clip_eps:0.4 entropy:0.5356 +2026-01-31 00:37:33 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:138.07 total_reward_ma:829.69 loss:-0.001365 fps:532.4 +frame:3.03e+06 wall_t:5691 t:189375 epi:nan +opt_step:946720 lr:0.0001383 clip_eps:0.4 entropy:0.7996 +2026-01-31 00:37:53 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:164.81 total_reward_ma:821.68 loss:0.02204 fps:532.3 +frame:3.04e+06 wall_t:5711 t:190000 epi:nan +opt_step:949920 lr:0.0001368 clip_eps:0.4 entropy:0.4359 +2026-01-31 00:38:12 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:181.30 total_reward_ma:813.99 loss:0.04525 fps:532.3 +frame:3.05e+06 wall_t:5730 t:190625 epi:nan +opt_step:953120 lr:0.0001354 clip_eps:0.4 entropy:0.6668 +2026-01-31 00:38:30 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:248.32 total_reward_ma:806.96 loss:0.004983 fps:532.4 +frame:3.06e+06 wall_t:5748 t:191250 epi:nan +opt_step:956160 lr:0.000134 clip_eps:0.4 entropy:1.056 +2026-01-31 00:38:49 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:299.77 total_reward_ma:800.11 loss:-0.02236 fps:532.3 +frame:3.07e+06 wall_t:5767 t:191875 epi:nan +opt_step:959360 lr:0.0001325 clip_eps:0.4 entropy:1.216 +2026-01-31 00:39:08 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:366.78 total_reward_ma:794.00 loss:-0.0184 fps:532.3 +frame:3.08e+06 wall_t:5786 t:192500 epi:nan +opt_step:962400 lr:0.0001311 clip_eps:0.4 entropy:0.3936 +2026-01-31 00:39:27 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:355.92 total_reward_ma:787.78 loss:-0.01109 fps:532.4 +frame:3.09e+06 wall_t:5804 t:193125 epi:nan +opt_step:965600 lr:0.0001297 clip_eps:0.4 entropy:0.5001 +2026-01-31 00:39:45 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:339.14 total_reward_ma:781.43 loss:0.03424 fps:532.4 +frame:3.10e+06 wall_t:5823 t:193750 epi:nan +opt_step:968640 lr:0.0001283 clip_eps:0.4 entropy:1.038 +2026-01-31 00:40:04 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:369.19 total_reward_ma:775.37 loss:0.03482 fps:532.4 +frame:3.11e+06 wall_t:5842 t:194375 epi:nan +opt_step:971840 lr:0.0001268 clip_eps:0.4 entropy:0.5929 +2026-01-31 00:40:23 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:382.78 total_reward_ma:769.45 loss:0.02446 fps:532.4 +frame:3.12e+06 wall_t:5860 t:195000 epi:nan +opt_step:974880 lr:0.0001255 clip_eps:0.4 entropy:0.9864 +2026-01-31 00:40:42 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:437.72 total_reward_ma:764.08 loss:0.007945 fps:532.4 +frame:3.13e+06 wall_t:5879 t:195625 epi:nan +opt_step:978080 lr:0.000124 clip_eps:0.4 entropy:0.8935 +2026-01-31 00:41:00 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:503.38 total_reward_ma:759.30 loss:0.006884 fps:532.4 +frame:3.14e+06 wall_t:5898 t:196250 epi:nan +opt_step:981120 lr:0.0001226 clip_eps:0.4 entropy:0.67 +2026-01-31 00:41:20 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:546.54 total_reward_ma:754.87 loss:0.008867 fps:532.4 +frame:3.15e+06 wall_t:5917 t:196875 epi:nan +opt_step:984320 lr:0.0001212 clip_eps:0.4 entropy:0.5542 +2026-01-31 00:41:37 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:530.69 total_reward_ma:750.31 loss:0.008335 fps:532.4 +frame:3.16e+06 wall_t:5935 t:197500 epi:nan +opt_step:987360 lr:0.0001198 clip_eps:0.4 entropy:1.378 +2026-01-31 00:41:56 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:563.00 total_reward_ma:746.22 loss:0.0324 fps:532.4 +frame:3.17e+06 wall_t:5954 t:198125 epi:nan +opt_step:990560 lr:0.0001183 clip_eps:0.4 entropy:1.534 +2026-01-31 00:42:15 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:563.56 total_reward_ma:742.06 loss:0.001746 fps:532.4 +frame:3.18e+06 wall_t:5973 t:198750 epi:nan +opt_step:993600 lr:0.0001169 clip_eps:0.4 entropy:1.183 +2026-01-31 00:42:34 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:629.86 total_reward_ma:738.61 loss:-0.0298 fps:532.4 +frame:3.19e+06 wall_t:5992 t:199375 epi:nan +opt_step:996800 lr:0.0001155 clip_eps:0.4 entropy:0.8365 +2026-01-31 00:42:53 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:642.85 total_reward_ma:735.35 loss:-0.009265 fps:532.4 +frame:3.20e+06 wall_t:6011 t:200000 epi:nan +opt_step:1e+06 lr:0.000114 clip_eps:0.4 entropy:1.361 +2026-01-31 00:43:12 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:686.78 total_reward_ma:732.64 loss:0.03217 fps:532.4 +frame:3.21e+06 wall_t:6029 t:200625 epi:nan +opt_step:1.00304e+06 lr:0.0001126 clip_eps:0.4 entropy:0.6607 +2026-01-31 00:43:31 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:727.74 total_reward_ma:730.42 loss:0.02254 fps:532.3 +frame:3.22e+06 wall_t:6049 t:201250 epi:nan +opt_step:1.00624e+06 lr:0.0001112 clip_eps:0.4 entropy:0.9499 +2026-01-31 00:43:49 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:743.05 total_reward_ma:728.35 loss:-0.004271 fps:532.4 +frame:3.23e+06 wall_t:6067 t:201875 epi:nan +opt_step:1.00928e+06 lr:0.0001098 clip_eps:0.4 entropy:1.094 +2026-01-31 00:44:08 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:812.18 total_reward_ma:727.02 loss:-0.04737 fps:532.4 +frame:3.24e+06 wall_t:6086 t:202500 epi:nan +opt_step:1.01248e+06 lr:0.0001083 clip_eps:0.4 entropy:2.944 +2026-01-31 00:44:27 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:802.15 total_reward_ma:725.59 loss:0.01529 fps:532.4 +frame:3.25e+06 wall_t:6105 t:203125 epi:nan +opt_step:1.01552e+06 lr:0.0001069 clip_eps:0.4 entropy:1.439 +2026-01-31 00:44:46 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:857.05 total_reward_ma:724.65 loss:-0.02643 fps:532.3 +frame:3.26e+06 wall_t:6124 t:203750 epi:nan +opt_step:1.01872e+06 lr:0.0001055 clip_eps:0.4 entropy:0.9158 +2026-01-31 00:45:04 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:861.40 total_reward_ma:723.87 loss:0.009254 fps:532.4 +frame:3.27e+06 wall_t:6142 t:204375 epi:nan +opt_step:1.02176e+06 lr:0.0001041 clip_eps:0.4 entropy:0.5203 +2026-01-31 00:45:24 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:868.05 total_reward_ma:723.15 loss:0.02559 fps:532.4 +frame:3.28e+06 wall_t:6161 t:205000 epi:nan +opt_step:1.02496e+06 lr:0.0001026 clip_eps:0.4 entropy:0.0618 +2026-01-31 00:45:42 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:876.08 total_reward_ma:722.43 loss:-0.02759 fps:532.4 +frame:3.29e+06 wall_t:6180 t:205625 epi:nan +opt_step:1.028e+06 lr:0.0001012 clip_eps:0.4 entropy:1.156 +2026-01-31 00:46:01 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:887.71 total_reward_ma:721.76 loss:0.01459 fps:532.3 +frame:3.30e+06 wall_t:6199 t:206250 epi:nan +opt_step:1.0312e+06 lr:9.977e-05 clip_eps:0.4 entropy:0.6222 +2026-01-31 00:46:19 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:897.16 total_reward_ma:721.82 loss:0.02313 fps:532.4 +frame:3.31e+06 wall_t:6217 t:206875 epi:nan +opt_step:1.03424e+06 lr:9.839e-05 clip_eps:0.4 entropy:0.2538 +2026-01-31 00:46:39 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:914.41 total_reward_ma:722.18 loss:0.03442 fps:532.3 +frame:3.32e+06 wall_t:6237 t:207500 epi:nan +opt_step:1.03744e+06 lr:9.693e-05 clip_eps:0.4 entropy:0.3424 +2026-01-31 00:46:57 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:924.20 total_reward_ma:722.59 loss:0.03468 fps:532.5 +frame:3.33e+06 wall_t:6254 t:208125 epi:nan +opt_step:1.04048e+06 lr:9.554e-05 clip_eps:0.4 entropy:0.2331 +2026-01-31 00:47:16 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:957.96 total_reward_ma:723.34 loss:-0.00166 fps:532.4 +frame:3.34e+06 wall_t:6273 t:208750 epi:nan +opt_step:1.04368e+06 lr:9.408e-05 clip_eps:0.4 entropy:0.09973 +2026-01-31 00:47:34 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:993.22 total_reward_ma:724.44 loss:-0.00534 fps:532.4 +frame:3.35e+06 wall_t:6292 t:209375 epi:nan +opt_step:1.04672e+06 lr:9.27e-05 clip_eps:0.4 entropy:0.3116 +2026-01-31 00:47:54 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:993.22 total_reward_ma:725.30 loss:-0.007415 fps:532.4 +frame:3.36e+06 wall_t:6311 t:210000 epi:nan +opt_step:1.04992e+06 lr:9.124e-05 clip_eps:0.4 entropy:0.7708 +2026-01-31 00:48:13 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:993.22 total_reward_ma:726.16 loss:0.007362 fps:532.3 +frame:3.37e+06 wall_t:6331 t:210625 epi:nan +opt_step:1.05312e+06 lr:8.978e-05 clip_eps:0.4 entropy:0.6313 +2026-01-31 00:48:31 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:982.61 total_reward_ma:726.87 loss:0.001538 fps:532.4 +frame:3.38e+06 wall_t:6349 t:211250 epi:nan +opt_step:1.05616e+06 lr:8.839e-05 clip_eps:0.4 entropy:0.8516 +2026-01-31 00:48:51 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:964.45 total_reward_ma:727.36 loss:0.02009 fps:532.3 +frame:3.39e+06 wall_t:6369 t:211875 epi:nan +opt_step:1.05936e+06 lr:8.693e-05 clip_eps:0.4 entropy:1.278 +2026-01-31 00:49:08 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:883.64 total_reward_ma:726.91 loss:-0.006133 fps:532.4 +frame:3.40e+06 wall_t:6386 t:212500 epi:nan +opt_step:1.0624e+06 lr:8.555e-05 clip_eps:0.4 entropy:2.165 +2026-01-31 00:49:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:843.00 total_reward_ma:725.52 loss:-0.02866 fps:532.4 +frame:3.41e+06 wall_t:6405 t:213125 epi:nan +opt_step:1.0656e+06 lr:8.409e-05 clip_eps:0.4 entropy:1.659 +2026-01-31 00:49:47 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:838.66 total_reward_ma:723.90 loss:0.005543 fps:532.4 +frame:3.42e+06 wall_t:6424 t:213750 epi:nan +opt_step:1.06864e+06 lr:8.27e-05 clip_eps:0.4 entropy:0.8775 +2026-01-31 00:50:05 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:838.66 total_reward_ma:722.29 loss:0.01554 fps:532.4 +frame:3.43e+06 wall_t:6443 t:214375 epi:nan +opt_step:1.07184e+06 lr:8.124e-05 clip_eps:0.4 entropy:0.8739 +2026-01-31 00:50:24 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:831.76 total_reward_ma:720.61 loss:0.01371 fps:532.3 +frame:3.44e+06 wall_t:6462 t:215000 epi:nan +opt_step:1.07488e+06 lr:7.985e-05 clip_eps:0.4 entropy:0.4307 +2026-01-31 00:50:43 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:819.58 total_reward_ma:718.82 loss:0.02466 fps:532.3 +frame:3.45e+06 wall_t:6481 t:215625 epi:nan +opt_step:1.07808e+06 lr:7.84e-05 clip_eps:0.4 entropy:0.4016 +2026-01-31 00:51:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:811.59 total_reward_ma:717.08 loss:-0.001819 fps:532.4 +frame:3.46e+06 wall_t:6499 t:216250 epi:nan +opt_step:1.08112e+06 lr:7.701e-05 clip_eps:0.4 entropy:0.5076 +2026-01-31 00:51:20 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:836.06 total_reward_ma:715.82 loss:0.02252 fps:532.4 +frame:3.47e+06 wall_t:6518 t:216875 epi:nan +opt_step:1.08432e+06 lr:7.555e-05 clip_eps:0.4 entropy:0.6362 +2026-01-31 00:51:39 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:855.69 total_reward_ma:714.81 loss:-0.001242 fps:532.4 +frame:3.48e+06 wall_t:6537 t:217500 epi:nan +opt_step:1.08736e+06 lr:7.416e-05 clip_eps:0.4 entropy:0.1475 +2026-01-31 00:51:59 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:894.59 total_reward_ma:714.35 loss:-0.008348 fps:532.3 +frame:3.49e+06 wall_t:6556 t:218125 epi:nan +opt_step:1.09056e+06 lr:7.27e-05 clip_eps:0.4 entropy:-0.2323 +2026-01-31 00:52:16 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:960.25 total_reward_ma:715.49 loss:0.01266 fps:532.4 +frame:3.50e+06 wall_t:6574 t:218750 epi:nan +opt_step:1.0936e+06 lr:7.132e-05 clip_eps:0.4 entropy:0.05836 +2026-01-31 00:52:35 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:968.59 total_reward_ma:718.21 loss:0.008408 fps:532.4 +frame:3.51e+06 wall_t:6593 t:219375 epi:nan +opt_step:1.0968e+06 lr:6.986e-05 clip_eps:0.4 entropy:-0.6375 +2026-01-31 00:52:55 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:972.93 total_reward_ma:721.14 loss:-0.005263 fps:532.3 +frame:3.52e+06 wall_t:6613 t:220000 epi:nan +opt_step:1.1e+06 lr:6.84e-05 clip_eps:0.4 entropy:0.09041 +2026-01-31 00:53:13 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:973.98 total_reward_ma:725.14 loss:0.1249 fps:532.3 +frame:3.53e+06 wall_t:6631 t:220625 epi:nan +opt_step:1.10304e+06 lr:6.701e-05 clip_eps:0.4 entropy:-0.2329 +2026-01-31 00:53:32 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:979.83 total_reward_ma:730.28 loss:0.01737 fps:532.3 +frame:3.54e+06 wall_t:6650 t:221250 epi:nan +opt_step:1.10624e+06 lr:6.555e-05 clip_eps:0.4 entropy:-0.2284 +2026-01-31 00:53:50 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:992.01 total_reward_ma:735.28 loss:-0.01224 fps:532.4 +frame:3.55e+06 wall_t:6668 t:221875 epi:nan +opt_step:1.10928e+06 lr:6.417e-05 clip_eps:0.4 entropy:0.05777 +2026-01-31 00:54:10 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:740.18 loss:-0.01754 fps:532.3 +frame:3.56e+06 wall_t:6688 t:222500 epi:nan +opt_step:1.11248e+06 lr:6.271e-05 clip_eps:0.4 entropy:-0.06046 +2026-01-31 00:54:28 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:744.68 loss:0.01132 fps:532.4 +frame:3.57e+06 wall_t:6706 t:223125 epi:nan +opt_step:1.11552e+06 lr:6.132e-05 clip_eps:0.4 entropy:-0.4187 +2026-01-31 00:54:47 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:748.69 loss:-0.004704 fps:532.3 +frame:3.58e+06 wall_t:6725 t:223750 epi:nan +opt_step:1.11872e+06 lr:5.986e-05 clip_eps:0.4 entropy:-0.1995 +2026-01-31 00:55:06 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:752.61 loss:-0.003544 fps:532.3 +frame:3.59e+06 wall_t:6744 t:224375 epi:nan +opt_step:1.12176e+06 lr:5.848e-05 clip_eps:0.4 entropy:-0.3319 +2026-01-31 00:55:25 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:755.78 loss:-0.02833 fps:532.3 +frame:3.60e+06 wall_t:6763 t:225000 epi:nan +opt_step:1.12496e+06 lr:5.702e-05 clip_eps:0.4 entropy:0.02216 +2026-01-31 00:55:43 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:758.34 loss:0.001677 fps:532.4 +frame:3.61e+06 wall_t:6781 t:225625 epi:nan +opt_step:1.128e+06 lr:5.563e-05 clip_eps:0.4 entropy:0.07076 +2026-01-31 00:56:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:760.29 loss:-0.01856 fps:532.4 +frame:3.62e+06 wall_t:6800 t:226250 epi:nan +opt_step:1.1312e+06 lr:5.417e-05 clip_eps:0.4 entropy:-0.2052 +2026-01-31 00:56:21 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:761.48 loss:0.00222 fps:532.3 +frame:3.63e+06 wall_t:6819 t:226875 epi:nan +opt_step:1.13424e+06 lr:5.279e-05 clip_eps:0.4 entropy:-0.4133 +2026-01-31 00:56:39 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:762.53 loss:-0.01073 fps:532.4 +frame:3.64e+06 wall_t:6837 t:227500 epi:nan +opt_step:1.13744e+06 lr:5.133e-05 clip_eps:0.4 entropy:0.1086 +2026-01-31 00:56:58 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:763.27 loss:-0.02041 fps:532.5 +frame:3.65e+06 wall_t:6855 t:228125 epi:nan +opt_step:1.14048e+06 lr:4.994e-05 clip_eps:0.4 entropy:-0.08081 +2026-01-31 00:57:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:763.72 loss:-0.009639 fps:532.4 +frame:3.66e+06 wall_t:6875 t:228750 epi:nan +opt_step:1.14368e+06 lr:4.848e-05 clip_eps:0.4 entropy:-0.07819 +2026-01-31 00:57:35 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:763.83 loss:-0.02972 fps:532.4 +frame:3.67e+06 wall_t:6893 t:229375 epi:nan +opt_step:1.14672e+06 lr:4.71e-05 clip_eps:0.4 entropy:0.0383 +2026-01-31 00:57:54 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:763.83 loss:-0.02146 fps:532.4 +frame:3.68e+06 wall_t:6912 t:230000 epi:nan +opt_step:1.14992e+06 lr:4.564e-05 clip_eps:0.4 entropy:-0.2764 +2026-01-31 00:58:14 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:763.83 loss:-0.01116 fps:532.3 +frame:3.69e+06 wall_t:6932 t:230625 epi:nan +opt_step:1.15312e+06 lr:4.418e-05 clip_eps:0.4 entropy:-0.1233 +2026-01-31 00:58:32 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:763.91 loss:0.02115 fps:532.4 +frame:3.70e+06 wall_t:6950 t:231250 epi:nan +opt_step:1.15616e+06 lr:4.279e-05 clip_eps:0.4 entropy:-0.1969 +2026-01-31 00:58:51 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:764.15 loss:-0.004426 fps:532.4 +frame:3.71e+06 wall_t:6969 t:231875 epi:nan +opt_step:1.15936e+06 lr:4.133e-05 clip_eps:0.4 entropy:-0.2539 +2026-01-31 00:59:09 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:764.50 loss:-0.02518 fps:532.4 +frame:3.72e+06 wall_t:6987 t:232500 epi:nan +opt_step:1.1624e+06 lr:3.995e-05 clip_eps:0.4 entropy:-0.1181 +2026-01-31 00:59:29 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:765.05 loss:-0.0231 fps:532.3 +frame:3.73e+06 wall_t:7007 t:233125 epi:nan +opt_step:1.1656e+06 lr:3.849e-05 clip_eps:0.4 entropy:-0.3852 +2026-01-31 00:59:47 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:766.92 loss:-0.01018 fps:532.4 +frame:3.74e+06 wall_t:7025 t:233750 epi:nan +opt_step:1.16864e+06 lr:3.71e-05 clip_eps:0.4 entropy:-0.6477 +2026-01-31 01:00:06 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:768.89 loss:0.03699 fps:532.4 +frame:3.75e+06 wall_t:7044 t:234375 epi:nan +opt_step:1.17184e+06 lr:3.564e-05 clip_eps:0.4 entropy:-0.843 +2026-01-31 01:00:25 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:770.86 loss:-0.02256 fps:532.4 +frame:3.76e+06 wall_t:7063 t:235000 epi:nan +opt_step:1.17488e+06 lr:3.425e-05 clip_eps:0.4 entropy:-0.3968 +2026-01-31 01:00:44 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:772.83 loss:0.008241 fps:532.3 +frame:3.77e+06 wall_t:7082 t:235625 epi:nan +opt_step:1.17808e+06 lr:3.28e-05 clip_eps:0.4 entropy:-0.6781 +2026-01-31 01:01:02 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:774.80 loss:-0.0007189 fps:532.4 +frame:3.78e+06 wall_t:7100 t:236250 epi:nan +opt_step:1.18112e+06 lr:3.141e-05 clip_eps:0.4 entropy:-0.6812 +2026-01-31 01:01:22 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:776.60 loss:0.00747 fps:532.3 +frame:3.79e+06 wall_t:7120 t:236875 epi:nan +opt_step:1.18432e+06 lr:2.995e-05 clip_eps:0.4 entropy:-0.6384 +2026-01-31 01:01:40 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:778.35 loss:-0.00833 fps:532.4 +frame:3.80e+06 wall_t:7138 t:237500 epi:nan +opt_step:1.18736e+06 lr:2.856e-05 clip_eps:0.4 entropy:-1.061 +2026-01-31 01:01:59 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:780.11 loss:-0.01787 fps:532.3 +frame:3.81e+06 wall_t:7157 t:238125 epi:nan +opt_step:1.19056e+06 lr:2.71e-05 clip_eps:0.4 entropy:-0.8781 +2026-01-31 01:02:17 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:781.31 loss:-0.01154 fps:532.4 +frame:3.82e+06 wall_t:7175 t:238750 epi:nan +opt_step:1.1936e+06 lr:2.572e-05 clip_eps:0.4 entropy:-1.131 +2026-01-31 01:02:37 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:782.24 loss:0.001172 fps:532.3 +frame:3.83e+06 wall_t:7195 t:239375 epi:nan +opt_step:1.1968e+06 lr:2.426e-05 clip_eps:0.4 entropy:-0.9833 +2026-01-31 01:02:56 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:782.60 loss:-0.01768 fps:532.3 +frame:3.84e+06 wall_t:7214 t:240000 epi:nan +opt_step:1.2e+06 lr:2.28e-05 clip_eps:0.4 entropy:-0.863 +2026-01-31 01:03:14 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:782.85 loss:-0.002459 fps:532.4 +frame:3.85e+06 wall_t:7232 t:240625 epi:nan +opt_step:1.20304e+06 lr:2.141e-05 clip_eps:0.4 entropy:-1.021 +2026-01-31 01:03:34 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:783.11 loss:-0.01819 fps:532.3 +frame:3.86e+06 wall_t:7252 t:241250 epi:nan +opt_step:1.20624e+06 lr:1.995e-05 clip_eps:0.4 entropy:-0.973 +2026-01-31 01:03:52 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:783.37 loss:-0.02287 fps:532.3 +frame:3.87e+06 wall_t:7270 t:241875 epi:nan +opt_step:1.20928e+06 lr:1.857e-05 clip_eps:0.4 entropy:-0.9843 +2026-01-31 01:04:11 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:783.62 loss:-0.01985 fps:532.3 +frame:3.88e+06 wall_t:7289 t:242500 epi:nan +opt_step:1.21248e+06 lr:1.711e-05 clip_eps:0.4 entropy:-1.131 +2026-01-31 01:04:29 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:783.86 loss:-0.00762 fps:532.4 +frame:3.89e+06 wall_t:7307 t:243125 epi:nan +opt_step:1.21552e+06 lr:1.572e-05 clip_eps:0.4 entropy:-1.268 +2026-01-31 01:04:49 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:784.06 loss:-0.006086 fps:532.3 +frame:3.90e+06 wall_t:7327 t:243750 epi:nan +opt_step:1.21872e+06 lr:1.426e-05 clip_eps:0.4 entropy:-1.536 +2026-01-31 01:05:07 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:784.08 loss:-0.008951 fps:532.3 +frame:3.91e+06 wall_t:7345 t:244375 epi:nan +opt_step:1.22176e+06 lr:1.288e-05 clip_eps:0.4 entropy:-1.394 +2026-01-31 01:05:26 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:784.46 loss:-0.01361 fps:532.3 +frame:3.92e+06 wall_t:7364 t:245000 epi:nan +opt_step:1.22496e+06 lr:1.142e-05 clip_eps:0.4 entropy:-1.367 +2026-01-31 01:05:45 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:785.07 loss:-0.01468 fps:532.3 +frame:3.93e+06 wall_t:7383 t:245625 epi:nan +opt_step:1.228e+06 lr:1.003e-05 clip_eps:0.4 entropy:-1.616 +2026-01-31 01:06:04 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:786.51 loss:-0.01245 fps:532.3 +frame:3.94e+06 wall_t:7402 t:246250 epi:nan +opt_step:1.2312e+06 lr:8.573e-06 clip_eps:0.4 entropy:-1.547 +2026-01-31 01:06:22 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:794.02 loss:-0.02115 fps:532.3 +frame:3.95e+06 wall_t:7420 t:246875 epi:nan +opt_step:1.23424e+06 lr:7.187e-06 clip_eps:0.4 entropy:-1.309 +2026-01-31 01:06:41 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:801.89 loss:-0.01611 fps:532.3 +frame:3.96e+06 wall_t:7439 t:247500 epi:nan +opt_step:1.23744e+06 lr:5.727e-06 clip_eps:0.4 entropy:-1.498 +2026-01-31 01:07:00 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:810.09 loss:-0.005767 fps:532.3 +frame:3.97e+06 wall_t:7458 t:248125 epi:nan +opt_step:1.24048e+06 lr:4.341e-06 clip_eps:0.4 entropy:-1.64 +2026-01-31 01:07:19 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:818.22 loss:-0.0155 fps:532.4 +frame:3.98e+06 wall_t:7476 t:248750 epi:nan +opt_step:1.24368e+06 lr:2.882e-06 clip_eps:0.4 entropy:-1.598 +2026-01-31 01:07:37 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:827.53 loss:-0.02432 fps:532.4 +frame:3.99e+06 wall_t:7495 t:249375 epi:nan +opt_step:1.24672e+06 lr:1.496e-06 clip_eps:0.4 entropy:-1.701 +2026-01-31 01:08:00 | INFO | PID:1573 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_inverted_pendulum_t0_s3 [train] +total_reward:1000.00 total_reward_ma:836.56 loss:-0.002413 fps:532.1 +frame:4.00e+06 wall_t:7518 t:250000 epi:nan +opt_step:1.24992e+06 lr:3.648e-08 clip_eps:0.4 entropy:-1.359 +2026-01-31 01:08:04 | INFO | PID:1573 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_ckpt-best_critic_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_ckpt-best_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..e0864c5bfd0f77ba14b307f88792e17420db9b7e --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_ckpt-best_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2bc4cb7f7f3cda32063729abb19f688ffc18e307789e93f7d270fcff8c2c9b05 +size 273225 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_ckpt-best_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..91eaa349a6eeef48eb59cc6e2c80f3e334b4c09d --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31620df3a69cc6074230920daf7806c4ead83ac59ebc5dc39cfe9ba4d7d4a5af +size 274101 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_critic_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..1fd431c1078175fb5922d1b943a955c07181a1e1 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dbbf9d9926cfeb31a078453bb919b49f10dd228aa5a391101258f97a3ae383ea +size 273041 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..138a11bfb7c335468e9eeccef20f53534dcfe07d --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s0_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2bb9fab1211e7a8e5af220c9f48631d7c6af65f4c8ab93ad375c132189bccedf +size 273981 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_ckpt-best_critic_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_ckpt-best_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..5781d68526aa27f04157d302d6a637c31d766973 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_ckpt-best_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76e448de116b32cf603f4c8b0054d85cc0b17af2de7bf774e50805acd2d8a007 +size 273225 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_ckpt-best_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..f96d77774abc74468a996a51cbbeac1f17f861df --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a32e32e37ceaeacb950ced076aa989e6f376b4cd302eb54e6e201826754c6272 +size 274101 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_critic_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..e1595fe5dbaeb61aa7ebef2e5ddadfab2ca0b92d --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a627e26a41bc27ed73c0c19d5dc9ebceebf5272774530826be4c2c42c21bb53 +size 273041 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..2a01ecc7bd5378f2406024192c1889395aa0e757 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s1_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd97ad75d7e3531ec139c353a0bef81239cc9c2ee8961222752fc7e48b5e38d0 +size 273981 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_ckpt-best_critic_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_ckpt-best_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..4fb7315b3925d5ce9922db3d2284615c4e4b52ad --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_ckpt-best_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f873775d32f531fa978083d2c527176a017107c29e0ed8a4f2ec715b5cfe2f9 +size 273225 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_ckpt-best_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..8e0844a301d1aaa359cd8612218a476b00382620 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e175c1dbf245c649a4279d127a7691616ef2b4e39607da1551347a4ad3a5ba98 +size 274101 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_critic_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..1b3c1b220a778dd5b8883b5074699b0f0575db75 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ad82daaa737b5577c6c2bb565a7a7978a79274157f1d02a829b152cc8797a81 +size 273041 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..a7ec5c09e5fdf3b1300b4e16d011e91c573390a1 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s2_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:829a34ac7f85082b21cb532e8238c3055fac258c16ba5287066c84d74b06c2d6 +size 273981 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_ckpt-best_critic_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_ckpt-best_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..dfdf94c66955e26c6230995d067aa0613184e55b --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_ckpt-best_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:531908dce8e3d4cabdc734b16f7ffa38bcfaa5cb73a8278d6db98716fa34662f +size 273225 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_ckpt-best_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..a3981609a2a98de3914f5d24c64f9e7706d3e9e0 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5114689a55006259f56a0eaea6d6b352e4356ca550890cb5b8c7887dd47fd8f2 +size 274101 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_critic_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_critic_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..7928bc0b2b0a46897b23a8dbc121b020847c1ffd --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_critic_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c91b7e9a66b8c2688ccc37b504195dde022f29a9c2f056f2366df74d89464ed +size 273041 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_net_model.pt b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..e35aa881b9c6d4d87a3034685b7af6580a4327d8 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0_s3_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b2785275aa88f1c7630c0e24a9bd467e5e193c16a6cf97ffc607d3b70c84ce8 +size 273981 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_spec.json b/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..37d1b0607896ef12fa0c992799860a130369ef15 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_spec.json @@ -0,0 +1,114 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.999, + "lam": 0.9, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.4, + "end_val": 0.4, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.0, + "end_val": 0.0, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.2, + "time_horizon": 32, + "minibatch_size": 32, + "training_epoch": 5, + "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": 0.00057 + }, + "lr_scheduler_spec": { + "name": "LinearToZero", + "frame": 4000000.0 + }, + "gpu": "auto" + } + }, + "env": { + "name": "InvertedPendulum-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_230211", + "prepath": "data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_inverted_pendulum_2026_01_30_230211", + "graph_prepath": "data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0", + "info_prepath": "data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0", + "log_prepath": "data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0", + "model_prepath": "data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0" + }, + "search": { + "agent.algorithm.gamma__uniform": [ + 0.98, + 0.999 + ], + "agent.algorithm.lam__uniform": [ + 0.88, + 0.95 + ], + "agent.net.optim_spec.lr__loguniform": [ + 0.0003, + 0.0008 + ] + }, + "name": "ppo_inverted_pendulum" +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_spec.json b/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..37d1b0607896ef12fa0c992799860a130369ef15 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_spec.json @@ -0,0 +1,114 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.999, + "lam": 0.9, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.4, + "end_val": 0.4, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.0, + "end_val": 0.0, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.2, + "time_horizon": 32, + "minibatch_size": 32, + "training_epoch": 5, + "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": 0.00057 + }, + "lr_scheduler_spec": { + "name": "LinearToZero", + "frame": 4000000.0 + }, + "gpu": "auto" + } + }, + "env": { + "name": "InvertedPendulum-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_230211", + "prepath": "data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_inverted_pendulum_2026_01_30_230211", + "graph_prepath": "data/ppo_inverted_pendulum_2026_01_30_230211/graph/ppo_inverted_pendulum_t0", + "info_prepath": "data/ppo_inverted_pendulum_2026_01_30_230211/info/ppo_inverted_pendulum_t0", + "log_prepath": "data/ppo_inverted_pendulum_2026_01_30_230211/log/ppo_inverted_pendulum_t0", + "model_prepath": "data/ppo_inverted_pendulum_2026_01_30_230211/model/ppo_inverted_pendulum_t0" + }, + "search": { + "agent.algorithm.gamma__uniform": [ + 0.98, + 0.999 + ], + "agent.algorithm.lam__uniform": [ + 0.88, + 0.95 + ], + "agent.net.optim_spec.lr__loguniform": [ + 0.0003, + 0.0008 + ] + }, + "name": "ppo_inverted_pendulum" +} \ No newline at end of file diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_trial_graph_mean_returns_ma_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..ed95f8ac76c1b2ad9d4f59af52ec8fd4ab1960d8 --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_trial_graph_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a4f209d6ff59ad79428e02ca5b79c06cb5cb7baab94b8c15b3087fe96033e63 +size 88507 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_trial_graph_mean_returns_vs_frames.png b/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_trial_graph_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..2205a2d42fafd1de4e5d8e68de0b399191700e0f --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_trial_graph_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17d74c9bdd8b1a64aee6e0a84cef76ffe1d852656e0431988c459cd6c49b8360 +size 103965 diff --git a/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_trial_metrics_scalar.json b/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..fd41e295ae855bb2290e65d1f3391d271e1aeadf --- /dev/null +++ b/data/ppo_inverted_pendulum_2026_01_30_230211/ppo_inverted_pendulum_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 4000000.0, + "total_reward_ma": 944.8744506835938, + "strength": 865.2865600585938, + "max_strength": 994.719970703125, + "final_strength": 992.7049560546875, + "sample_efficiency": 9.029071748045681e-07, + "training_efficiency": 2.8924116577400127e-06, + "stability": 0.9915070533752441, + "consistency": 0.7787916660308838 +} \ No newline at end of file