diff options
| author | YurenHao0426 <blackhao0426@gmail.com> | 2026-06-13 12:35:36 -0500 |
|---|---|---|
| committer | YurenHao0426 <blackhao0426@gmail.com> | 2026-06-13 12:35:36 -0500 |
| commit | 66e0d8b9fd4d0f7a2231d689c055e26fdf1cf04a (patch) | |
| tree | c29cba61124018755a19b02c9d33e3ad5f2e05cc /research/flossing/step7_B_trm_engelken_interfloss_26041_k4_batch4_10k.json | |
Curated export for clone-and-run Maze training (2x A6000) + diagnostics.
trm/hrm pretrain.py carry trajectory-augmentation code (backward-compatible).
Heavy artifacts (checkpoints/wandb/npz) gitignored; see PROVENANCE.md.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Diffstat (limited to 'research/flossing/step7_B_trm_engelken_interfloss_26041_k4_batch4_10k.json')
| -rw-r--r-- | research/flossing/step7_B_trm_engelken_interfloss_26041_k4_batch4_10k.json | 50132 |
1 files changed, 50132 insertions, 0 deletions
diff --git a/research/flossing/step7_B_trm_engelken_interfloss_26041_k4_batch4_10k.json b/research/flossing/step7_B_trm_engelken_interfloss_26041_k4_batch4_10k.json new file mode 100644 index 0000000..cf6260e --- /dev/null +++ b/research/flossing/step7_B_trm_engelken_interfloss_26041_k4_batch4_10k.json @@ -0,0 +1,50132 @@ +{ + "args": { + "model": "trm", + "ckpt_root": "/home/yurenh2/rrm/trm/checkpoints/Sudoku-extreme-1k-aug-1000-ACT-torch/pretrain_mlp_t_sudoku_singleGPU", + "ckpt_name": "step_26041", + "train_steps": 10000, + "batch_size": 4, + "train_lr": 1e-05, + "floss_lr": 0.0001, + "floss_steps": 500, + "interfloss_at": "0,500", + "floss_mode": "engelken_l2", + "lambda_star": 0.0, + "k_lyap": 4, + "lyap_act_steps": 4, + "seed": 42, + "eval_every": 1000, + "eval_n": 512, + "eval_batch_size": 32, + "floss_log_every": 10, + "eval_after_floss": true, + "out": "step7_B_trm_engelken_interfloss_26041_k4_batch4_10k.json" + }, + "initial_acc": 0.59765625, + "initial_tok_acc": 0.8614245756172839, + "task_steps": [ + { + "train_step": 1, + "sup_loss": 4.055656306287521 + }, + { + "train_step": 2, + "sup_loss": 4.0808448735519836 + }, + { + "train_step": 3, + "sup_loss": 4.163341618390133 + }, + { + "train_step": 4, + "sup_loss": 4.226817222949327 + }, + { + "train_step": 5, + "sup_loss": 3.913715639749381 + }, + { + "train_step": 6, + "sup_loss": 3.9130527693525146 + }, + { + "train_step": 7, + "sup_loss": 3.9544398733924955 + }, + { + "train_step": 8, + "sup_loss": 4.0615886105251615 + }, + { + "train_step": 9, + "sup_loss": 4.037413352290363 + }, + { + "train_step": 10, + "sup_loss": 3.8845628564773014 + }, + { + "train_step": 11, + "sup_loss": 3.8537456533108467 + }, + { + "train_step": 12, + "sup_loss": 3.8233662474141012 + }, + { + "train_step": 13, + "sup_loss": 3.6514807703314442 + }, + { + "train_step": 14, + "sup_loss": 3.826226440474315 + }, + { + "train_step": 15, + "sup_loss": 3.726923802520585 + }, + { + "train_step": 16, + "sup_loss": 3.6948284044497224 + }, + { + "train_step": 17, + "sup_loss": 3.562553641615003 + }, + { + "train_step": 18, + "sup_loss": 3.773554460031132 + }, + { + "train_step": 19, + "sup_loss": 3.5199411939688057 + }, + { + "train_step": 20, + "sup_loss": 3.542767959527668 + }, + { + "train_step": 21, + "sup_loss": 3.4611195223659035 + }, + { + "train_step": 22, + "sup_loss": 3.520250534262535 + }, + { + "train_step": 23, + "sup_loss": 3.486984067064079 + }, + { + "train_step": 24, + "sup_loss": 3.5357236127027467 + }, + { + "train_step": 25, + "sup_loss": 3.417364073929909 + }, + { + "train_step": 26, + "sup_loss": 3.4183443243627365 + }, + { + "train_step": 27, + "sup_loss": 3.5164460439361465 + }, + { + "train_step": 28, + "sup_loss": 3.3573609999049556 + }, + { + "train_step": 29, + "sup_loss": 3.410257816703539 + }, + { + "train_step": 30, + "sup_loss": 3.4730743842015244 + }, + { + "train_step": 31, + "sup_loss": 3.3022269398324755 + }, + { + "train_step": 32, + "sup_loss": 3.275212679038687 + }, + { + "train_step": 33, + "sup_loss": 3.4018854830726495 + }, + { + "train_step": 34, + "sup_loss": 3.300395850205164 + }, + { + "train_step": 35, + "sup_loss": 3.2237734774110742 + }, + { + "train_step": 36, + "sup_loss": 3.2673687965762443 + }, + { + "train_step": 37, + "sup_loss": 3.236322003233721 + }, + { + "train_step": 38, + "sup_loss": 3.2136554100287773 + }, + { + "train_step": 39, + "sup_loss": 3.073516142462951 + }, + { + "train_step": 40, + "sup_loss": 3.2038482423912056 + }, + { + "train_step": 41, + "sup_loss": 3.3663481840082596 + }, + { + "train_step": 42, + "sup_loss": 3.300784007344047 + }, + { + "train_step": 43, + "sup_loss": 3.1108531439789724 + }, + { + "train_step": 44, + "sup_loss": 3.17258958927549 + }, + { + "train_step": 45, + "sup_loss": 3.1923344429880935 + }, + { + "train_step": 46, + "sup_loss": 3.1741290750926985 + }, + { + "train_step": 47, + "sup_loss": 3.052469383094867 + }, + { + "train_step": 48, + "sup_loss": 3.1228545177170917 + }, + { + "train_step": 49, + "sup_loss": 3.103905071884962 + }, + { + "train_step": 50, + "sup_loss": 3.0848379280776967 + }, + { + "train_step": 51, + "sup_loss": 3.028069963751168 + }, + { + "train_step": 52, + "sup_loss": 2.9415517255421273 + }, + { + "train_step": 53, + "sup_loss": 2.940545194209685 + }, + { + "train_step": 54, + "sup_loss": 2.91798240092173 + }, + { + "train_step": 55, + "sup_loss": 2.918753379217213 + }, + { + "train_step": 56, + "sup_loss": 2.987818518339188 + }, + { + "train_step": 57, + "sup_loss": 3.014479967996796 + }, + { + "train_step": 58, + "sup_loss": 2.89137704241639 + }, + { + "train_step": 59, + "sup_loss": 2.8853239931388126 + }, + { + "train_step": 60, + "sup_loss": 2.7798965488235376 + }, + { + "train_step": 61, + "sup_loss": 2.719189834232786 + }, + { + "train_step": 62, + "sup_loss": 2.7163825386946794 + }, + { + "train_step": 63, + "sup_loss": 2.7173424673483 + }, + { + "train_step": 64, + "sup_loss": 2.9631032682811367 + }, + { + "train_step": 65, + "sup_loss": 2.6412031535612166 + }, + { + "train_step": 66, + "sup_loss": 2.8039885331310335 + }, + { + "train_step": 67, + "sup_loss": 2.664525369641588 + }, + { + "train_step": 68, + "sup_loss": 2.631899297039107 + }, + { + "train_step": 69, + "sup_loss": 2.629601132336017 + }, + { + "train_step": 70, + "sup_loss": 2.7282012155345052 + }, + { + "train_step": 71, + "sup_loss": 2.6096930357977492 + }, + { + "train_step": 72, + "sup_loss": 2.6603022121244813 + }, + { + "train_step": 73, + "sup_loss": 2.658726927004766 + }, + { + "train_step": 74, + "sup_loss": 2.7185815941554092 + }, + { + "train_step": 75, + "sup_loss": 2.594984678655174 + }, + { + "train_step": 76, + "sup_loss": 2.6553417872797906 + }, + { + "train_step": 77, + "sup_loss": 2.6161729101875846 + }, + { + "train_step": 78, + "sup_loss": 2.538636444472143 + }, + { + "train_step": 79, + "sup_loss": 2.5265940466713763 + }, + { + "train_step": 80, + "sup_loss": 2.573528362952789 + }, + { + "train_step": 81, + "sup_loss": 2.5144456102219412 + }, + { + "train_step": 82, + "sup_loss": 2.4790502832392334 + }, + { + "train_step": 83, + "sup_loss": 2.4796452064536494 + }, + { + "train_step": 84, + "sup_loss": 2.5124636448010462 + }, + { + "train_step": 85, + "sup_loss": 2.4843026117217395 + }, + { + "train_step": 86, + "sup_loss": 2.555407974752619 + }, + { + "train_step": 87, + "sup_loss": 2.488261322686744 + }, + { + "train_step": 88, + "sup_loss": 2.512349222579698 + }, + { + "train_step": 89, + "sup_loss": 2.4133930195975144 + }, + { + "train_step": 90, + "sup_loss": 2.4269319114224714 + }, + { + "train_step": 91, + "sup_loss": 2.419109340954067 + }, + { + "train_step": 92, + "sup_loss": 2.4551238162648747 + }, + { + "train_step": 93, + "sup_loss": 2.3901088396258423 + }, + { + "train_step": 94, + "sup_loss": 2.4351433710137957 + }, + { + "train_step": 95, + "sup_loss": 2.4344564918587555 + }, + { + "train_step": 96, + "sup_loss": 2.458004457743156 + }, + { + "train_step": 97, + "sup_loss": 2.3635822791085976 + }, + { + "train_step": 98, + "sup_loss": 2.4796613304307327 + }, + { + "train_step": 99, + "sup_loss": 2.383468848123915 + }, + { + "train_step": 100, + "sup_loss": 2.392946309351388 + }, + { + "train_step": 101, + "sup_loss": 2.356317085690102 + }, + { + "train_step": 102, + "sup_loss": 2.3380802974143533 + }, + { + "train_step": 103, + "sup_loss": 2.3870679379366546 + }, + { + "train_step": 104, + "sup_loss": 2.2581134943304892 + }, + { + "train_step": 105, + "sup_loss": 2.4008440356806267 + }, + { + "train_step": 106, + "sup_loss": 2.392844608144382 + }, + { + "train_step": 107, + "sup_loss": 2.3673473848477786 + }, + { + "train_step": 108, + "sup_loss": 2.315645765369122 + }, + { + "train_step": 109, + "sup_loss": 2.332632451102706 + }, + { + "train_step": 110, + "sup_loss": 2.346735089944334 + }, + { + "train_step": 111, + "sup_loss": 2.323469484299025 + }, + { + "train_step": 112, + "sup_loss": 2.240800765286138 + }, + { + "train_step": 113, + "sup_loss": 2.275185108222463 + }, + { + "train_step": 114, + "sup_loss": 2.366481673955164 + }, + { + "train_step": 115, + "sup_loss": 2.297259661325955 + }, + { + "train_step": 116, + "sup_loss": 2.2555219045758 + }, + { + "train_step": 117, + "sup_loss": 2.2509332065334675 + }, + { + "train_step": 118, + "sup_loss": 2.2306775393646348 + }, + { + "train_step": 119, + "sup_loss": 2.2997008691534067 + }, + { + "train_step": 120, + "sup_loss": 2.3005768616706765 + }, + { + "train_step": 121, + "sup_loss": 2.22771549648486 + }, + { + "train_step": 122, + "sup_loss": 2.211730016273777 + }, + { + "train_step": 123, + "sup_loss": 2.215759261706897 + }, + { + "train_step": 124, + "sup_loss": 2.278483967340416 + }, + { + "train_step": 125, + "sup_loss": 2.2565636150040302 + }, + { + "train_step": 126, + "sup_loss": 2.1887749836204033 + }, + { + "train_step": 127, + "sup_loss": 2.2173556354725688 + }, + { + "train_step": 128, + "sup_loss": 2.235611945898046 + }, + { + "train_step": 129, + "sup_loss": 2.1938372328703264 + }, + { + "train_step": 130, + "sup_loss": 2.2010370370920436 + }, + { + "train_step": 131, + "sup_loss": 2.220380252885642 + }, + { + "train_step": 132, + "sup_loss": 2.229045018078341 + }, + { + "train_step": 133, + "sup_loss": 2.1621772648095026 + }, + { + "train_step": 134, + "sup_loss": 2.1448513014891604 + }, + { + "train_step": 135, + "sup_loss": 2.124246997044958 + }, + { + "train_step": 136, + "sup_loss": 2.1945704329333577 + }, + { + "train_step": 137, + "sup_loss": 2.1789542151698718 + }, + { + "train_step": 138, + "sup_loss": 2.130003468874116 + }, + { + "train_step": 139, + "sup_loss": 2.126182326448707 + }, + { + "train_step": 140, + "sup_loss": 2.0775712121015775 + }, + { + "train_step": 141, + "sup_loss": 2.109774301584829 + }, + { + "train_step": 142, + "sup_loss": 2.0952183556288344 + }, + { + "train_step": 143, + "sup_loss": 2.1216270469615837 + }, + { + "train_step": 144, + "sup_loss": 2.1044523878107246 + }, + { + "train_step": 145, + "sup_loss": 2.0578839747839552 + }, + { + "train_step": 146, + "sup_loss": 2.0914598081096987 + }, + { + "train_step": 147, + "sup_loss": 2.1161514259082197 + }, + { + "train_step": 148, + "sup_loss": 2.1030524772371466 + }, + { + "train_step": 149, + "sup_loss": 2.114438214890288 + }, + { + "train_step": 150, + "sup_loss": 2.0356183254273073 + }, + { + "train_step": 151, + "sup_loss": 2.0620164139832435 + }, + { + "train_step": 152, + "sup_loss": 2.001180304143115 + }, + { + "train_step": 153, + "sup_loss": 2.0507292793978236 + }, + { + "train_step": 154, + "sup_loss": 2.0762525934450085 + }, + { + "train_step": 155, + "sup_loss": 1.9641921581890132 + }, + { + "train_step": 156, + "sup_loss": 1.969886898703835 + }, + { + "train_step": 157, + "sup_loss": 1.9967060795452543 + }, + { + "train_step": 158, + "sup_loss": 2.008182826074956 + }, + { + "train_step": 159, + "sup_loss": 1.9710258588456258 + }, + { + "train_step": 160, + "sup_loss": 1.9577277699469446 + }, + { + "train_step": 161, + "sup_loss": 2.049453190839155 + }, + { + "train_step": 162, + "sup_loss": 1.9799616282330599 + }, + { + "train_step": 163, + "sup_loss": 1.9692747085753606 + }, + { + "train_step": 164, + "sup_loss": 1.934040292866813 + }, + { + "train_step": 165, + "sup_loss": 2.006906835886199 + }, + { + "train_step": 166, + "sup_loss": 1.956045081292224 + }, + { + "train_step": 167, + "sup_loss": 1.9264941161239841 + }, + { + "train_step": 168, + "sup_loss": 1.9508642280819268 + }, + { + "train_step": 169, + "sup_loss": 2.01059729027225 + }, + { + "train_step": 170, + "sup_loss": 1.9418217012466537 + }, + { + "train_step": 171, + "sup_loss": 1.9170155242624982 + }, + { + "train_step": 172, + "sup_loss": 1.9170103938103549 + }, + { + "train_step": 173, + "sup_loss": 1.9382832833367982 + }, + { + "train_step": 174, + "sup_loss": 1.7841681601752268 + }, + { + "train_step": 175, + "sup_loss": 1.9027420278414804 + }, + { + "train_step": 176, + "sup_loss": 1.897156349857572 + }, + { + "train_step": 177, + "sup_loss": 1.8919611950385975 + }, + { + "train_step": 178, + "sup_loss": 1.9381517581824692 + }, + { + "train_step": 179, + "sup_loss": 1.8587344798181398 + }, + { + "train_step": 180, + "sup_loss": 1.9099759932521767 + }, + { + "train_step": 181, + "sup_loss": 1.8742098878305753 + }, + { + "train_step": 182, + "sup_loss": 1.8627992245823322 + }, + { + "train_step": 183, + "sup_loss": 1.7945032762103081 + }, + { + "train_step": 184, + "sup_loss": 1.8602015381011034 + }, + { + "train_step": 185, + "sup_loss": 1.8524503659923222 + }, + { + "train_step": 186, + "sup_loss": 1.814580674094069 + }, + { + "train_step": 187, + "sup_loss": 1.795432004675712 + }, + { + "train_step": 188, + "sup_loss": 1.8276426143218192 + }, + { + "train_step": 189, + "sup_loss": 1.7965142380150771 + }, + { + "train_step": 190, + "sup_loss": 1.8509393262468175 + }, + { + "train_step": 191, + "sup_loss": 1.8397515618790832 + }, + { + "train_step": 192, + "sup_loss": 1.8772417116778959 + }, + { + "train_step": 193, + "sup_loss": 1.8307996215291344 + }, + { + "train_step": 194, + "sup_loss": 1.7586350136197235 + }, + { + "train_step": 195, + "sup_loss": 1.8647813849873853 + }, + { + "train_step": 196, + "sup_loss": 1.8406409907919237 + }, + { + "train_step": 197, + "sup_loss": 1.778200335188278 + }, + { + "train_step": 198, + "sup_loss": 1.8158146993287287 + }, + { + "train_step": 199, + "sup_loss": 1.807554541494276 + }, + { + "train_step": 200, + "sup_loss": 1.6892781741080636 + }, + { + "train_step": 201, + "sup_loss": 1.7416203210428851 + }, + { + "train_step": 202, + "sup_loss": 1.8349757495555614 + }, + { + "train_step": 203, + "sup_loss": 1.785836599194662 + }, + { + "train_step": 204, + "sup_loss": 1.6947920776665997 + }, + { + "train_step": 205, + "sup_loss": 1.732633766512389 + }, + { + "train_step": 206, + "sup_loss": 1.838029892179093 + }, + { + "train_step": 207, + "sup_loss": 1.7277202745632871 + }, + { + "train_step": 208, + "sup_loss": 1.7480747232258513 + }, + { + "train_step": 209, + "sup_loss": 1.7834772452378356 + }, + { + "train_step": 210, + "sup_loss": 1.7999080097318427 + }, + { + "train_step": 211, + "sup_loss": 1.7850922599153463 + }, + { + "train_step": 212, + "sup_loss": 1.700608656794018 + }, + { + "train_step": 213, + "sup_loss": 1.696336716860627 + }, + { + "train_step": 214, + "sup_loss": 1.6672273173323597 + }, + { + "train_step": 215, + "sup_loss": 1.741372805356584 + }, + { + "train_step": 216, + "sup_loss": 1.681122644536472 + }, + { + "train_step": 217, + "sup_loss": 1.7141006738540991 + }, + { + "train_step": 218, + "sup_loss": 1.6274935674675004 + }, + { + "train_step": 219, + "sup_loss": 1.7246926957352051 + }, + { + "train_step": 220, + "sup_loss": 1.6183146469122855 + }, + { + "train_step": 221, + "sup_loss": 1.7309532242959202 + }, + { + "train_step": 222, + "sup_loss": 1.686643573253027 + }, + { + "train_step": 223, + "sup_loss": 1.6453204007653897 + }, + { + "train_step": 224, + "sup_loss": 1.6590883618438361 + }, + { + "train_step": 225, + "sup_loss": 1.632071175862456 + }, + { + "train_step": 226, + "sup_loss": 1.6785180661582155 + }, + { + "train_step": 227, + "sup_loss": 1.6524140952128488 + }, + { + "train_step": 228, + "sup_loss": 1.707178280882408 + }, + { + "train_step": 229, + "sup_loss": 1.7046272055928877 + }, + { + "train_step": 230, + "sup_loss": 1.6867717705516687 + }, + { + "train_step": 231, + "sup_loss": 1.6916773961920697 + }, + { + "train_step": 232, + "sup_loss": 1.694785401838995 + }, + { + "train_step": 233, + "sup_loss": 1.6046996044471864 + }, + { + "train_step": 234, + "sup_loss": 1.6284728164614781 + }, + { + "train_step": 235, + "sup_loss": 1.6243304069493811 + }, + { + "train_step": 236, + "sup_loss": 1.6707802423227882 + }, + { + "train_step": 237, + "sup_loss": 1.63946137651467 + }, + { + "train_step": 238, + "sup_loss": 1.5399502579939797 + }, + { + "train_step": 239, + "sup_loss": 1.5811152789599483 + }, + { + "train_step": 240, + "sup_loss": 1.6366403027759517 + }, + { + "train_step": 241, + "sup_loss": 1.5423497634633914 + }, + { + "train_step": 242, + "sup_loss": 1.5109028020189221 + }, + { + "train_step": 243, + "sup_loss": 1.5768601328680603 + }, + { + "train_step": 244, + "sup_loss": 1.490237387172705 + }, + { + "train_step": 245, + "sup_loss": 1.4908852184410897 + }, + { + "train_step": 246, + "sup_loss": 1.4875704080202483 + }, + { + "train_step": 247, + "sup_loss": 1.506275128031649 + }, + { + "train_step": 248, + "sup_loss": 1.4868136223777255 + }, + { + "train_step": 249, + "sup_loss": 1.5243518674005103 + }, + { + "train_step": 250, + "sup_loss": 1.518573081056277 + }, + { + "train_step": 251, + "sup_loss": 1.5079608586021067 + }, + { + "train_step": 252, + "sup_loss": 1.4889356777951397 + }, + { + "train_step": 253, + "sup_loss": 1.4437773842963426 + }, + { + "train_step": 254, + "sup_loss": 1.534198129590509 + }, + { + "train_step": 255, + "sup_loss": 1.4245767608320592 + }, + { + "train_step": 256, + "sup_loss": 1.5335954510349123 + }, + { + "train_step": 257, + "sup_loss": 1.425636068821659 + }, + { + "train_step": 258, + "sup_loss": 1.4512399921605104 + }, + { + "train_step": 259, + "sup_loss": 1.4424475233882055 + }, + { + "train_step": 260, + "sup_loss": 1.4988244034184675 + }, + { + "train_step": 261, + "sup_loss": 1.5209470928588125 + }, + { + "train_step": 262, + "sup_loss": 1.5616758812899243 + }, + { + "train_step": 263, + "sup_loss": 1.4806921114021252 + }, + { + "train_step": 264, + "sup_loss": 1.4319431668667395 + }, + { + "train_step": 265, + "sup_loss": 1.4692090089295606 + }, + { + "train_step": 266, + "sup_loss": 1.483341991250331 + }, + { + "train_step": 267, + "sup_loss": 1.4420899480821114 + }, + { + "train_step": 268, + "sup_loss": 1.4330799170917332 + }, + { + "train_step": 269, + "sup_loss": 1.348625183037976 + }, + { + "train_step": 270, + "sup_loss": 1.4003947153423697 + }, + { + "train_step": 271, + "sup_loss": 1.3491838243413676 + }, + { + "train_step": 272, + "sup_loss": 1.4117960439458082 + }, + { + "train_step": 273, + "sup_loss": 1.2996465767503151 + }, + { + "train_step": 274, + "sup_loss": 1.4169854703857934 + }, + { + "train_step": 275, + "sup_loss": 1.3060073669453056 + }, + { + "train_step": 276, + "sup_loss": 1.323103615373627 + }, + { + "train_step": 277, + "sup_loss": 1.3515171379817092 + }, + { + "train_step": 278, + "sup_loss": 1.3601186501198368 + }, + { + "train_step": 279, + "sup_loss": 1.4241179476269406 + }, + { + "train_step": 280, + "sup_loss": 1.2237816974847768 + }, + { + "train_step": 281, + "sup_loss": 1.370743040042864 + }, + { + "train_step": 282, + "sup_loss": 1.313248055517461 + }, + { + "train_step": 283, + "sup_loss": 1.3412708545179164 + }, + { + "train_step": 284, + "sup_loss": 1.2859036471207652 + }, + { + "train_step": 285, + "sup_loss": 1.3545984828511475 + }, + { + "train_step": 286, + "sup_loss": 1.2912739965094684 + }, + { + "train_step": 287, + "sup_loss": 1.3580345493326047 + }, + { + "train_step": 288, + "sup_loss": 1.3460797546958787 + }, + { + "train_step": 289, + "sup_loss": 1.3044303187857622 + }, + { + "train_step": 290, + "sup_loss": 1.3505229567410901 + }, + { + "train_step": 291, + "sup_loss": 1.318496822313798 + }, + { + "train_step": 292, + "sup_loss": 1.3101475677704972 + }, + { + "train_step": 293, + "sup_loss": 1.4122649684058353 + }, + { + "train_step": 294, + "sup_loss": 1.2646596123620313 + }, + { + "train_step": 295, + "sup_loss": 1.3705422448965627 + }, + { + "train_step": 296, + "sup_loss": 1.2979487024257939 + }, + { + "train_step": 297, + "sup_loss": 1.2859158175205594 + }, + { + "train_step": 298, + "sup_loss": 1.2167063531747724 + }, + { + "train_step": 299, + "sup_loss": 1.191849307190215 + }, + { + "train_step": 300, + "sup_loss": 1.2173355399905808 + }, + { + "train_step": 301, + "sup_loss": 1.3024485217878723 + }, + { + "train_step": 302, + "sup_loss": 1.169396176185276 + }, + { + "train_step": 303, + "sup_loss": 1.2463439459094576 + }, + { + "train_step": 304, + "sup_loss": 1.2612845205885583 + }, + { + "train_step": 305, + "sup_loss": 1.199461407068661 + }, + { + "train_step": 306, + "sup_loss": 1.248183954476017 + }, + { + "train_step": 307, + "sup_loss": 1.2048867525070361 + }, + { + "train_step": 308, + "sup_loss": 1.2866525244809595 + }, + { + "train_step": 309, + "sup_loss": 1.3105632698842862 + }, + { + "train_step": 310, + "sup_loss": 1.322844464962056 + }, + { + "train_step": 311, + "sup_loss": 1.2036174456995679 + }, + { + "train_step": 312, + "sup_loss": 1.2276048409834182 + }, + { + "train_step": 313, + "sup_loss": 1.160160408341849 + }, + { + "train_step": 314, + "sup_loss": 1.2045605501523666 + }, + { + "train_step": 315, + "sup_loss": 1.1643471117274307 + }, + { + "train_step": 316, + "sup_loss": 1.2079945729490107 + }, + { + "train_step": 317, + "sup_loss": 1.1633103536416796 + }, + { + "train_step": 318, + "sup_loss": 1.152620452840229 + }, + { + "train_step": 319, + "sup_loss": 1.1019784586800567 + }, + { + "train_step": 320, + "sup_loss": 1.1848475155243605 + }, + { + "train_step": 321, + "sup_loss": 1.0378681487937473 + }, + { + "train_step": 322, + "sup_loss": 1.2219877714881413 + }, + { + "train_step": 323, + "sup_loss": 1.1081341161148237 + }, + { + "train_step": 324, + "sup_loss": 1.1728169305492777 + }, + { + "train_step": 325, + "sup_loss": 1.1766290663405177 + }, + { + "train_step": 326, + "sup_loss": 1.0086274410652987 + }, + { + "train_step": 327, + "sup_loss": 1.0855086161188898 + }, + { + "train_step": 328, + "sup_loss": 1.150362276038943 + }, + { + "train_step": 329, + "sup_loss": 1.1289716426374832 + }, + { + "train_step": 330, + "sup_loss": 1.0898127494662242 + }, + { + "train_step": 331, + "sup_loss": 1.094483573743929 + }, + { + "train_step": 332, + "sup_loss": 1.0322378714299012 + }, + { + "train_step": 333, + "sup_loss": 1.1658066918449972 + }, + { + "train_step": 334, + "sup_loss": 1.1444667167135159 + }, + { + "train_step": 335, + "sup_loss": 1.1152653284168066 + }, + { + "train_step": 336, + "sup_loss": 1.0695553309589114 + }, + { + "train_step": 337, + "sup_loss": 1.0089606690174444 + }, + { + "train_step": 338, + "sup_loss": 1.1533155249924434 + }, + { + "train_step": 339, + "sup_loss": 1.0971258010305782 + }, + { + "train_step": 340, + "sup_loss": 1.0816535606535844 + }, + { + "train_step": 341, + "sup_loss": 1.0095683955246868 + }, + { + "train_step": 342, + "sup_loss": 1.0923349046496165 + }, + { + "train_step": 343, + "sup_loss": 1.0721801000671694 + }, + { + "train_step": 344, + "sup_loss": 1.083537470136723 + }, + { + "train_step": 345, + "sup_loss": 1.1103184621882494 + }, + { + "train_step": 346, + "sup_loss": 0.8398786271122302 + }, + { + "train_step": 347, + "sup_loss": 1.030687141375036 + }, + { + "train_step": 348, + "sup_loss": 0.991027704175199 + }, + { + "train_step": 349, + "sup_loss": 0.9748570747072975 + }, + { + "train_step": 350, + "sup_loss": 1.0340617049787406 + }, + { + "train_step": 351, + "sup_loss": 1.082749072520961 + }, + { + "train_step": 352, + "sup_loss": 0.7138708585177436 + }, + { + "train_step": 353, + "sup_loss": 1.026107242918858 + }, + { + "train_step": 354, + "sup_loss": 0.9566403262533233 + }, + { + "train_step": 355, + "sup_loss": 0.9792385569938693 + }, + { + "train_step": 356, + "sup_loss": 0.9856727553217958 + }, + { + "train_step": 357, + "sup_loss": 1.00606433392021 + }, + { + "train_step": 358, + "sup_loss": 0.8643354735434071 + }, + { + "train_step": 359, + "sup_loss": 0.8814967472011274 + }, + { + "train_step": 360, + "sup_loss": 0.9765565461666114 + }, + { + "train_step": 361, + "sup_loss": 0.887806985623057 + }, + { + "train_step": 362, + "sup_loss": 1.0479445449302998 + }, + { + "train_step": 363, + "sup_loss": 0.9613335988818966 + }, + { + "train_step": 364, + "sup_loss": 1.0166772446784813 + }, + { + "train_step": 365, + "sup_loss": 0.955792717235936 + }, + { + "train_step": 366, + "sup_loss": 1.0047118625189955 + }, + { + "train_step": 367, + "sup_loss": 0.9062377179901462 + }, + { + "train_step": 368, + "sup_loss": 0.9230537011685647 + }, + { + "train_step": 369, + "sup_loss": 0.8422293125945739 + }, + { + "train_step": 370, + "sup_loss": 0.9854900483076678 + }, + { + "train_step": 371, + "sup_loss": 0.958511473556567 + }, + { + "train_step": 372, + "sup_loss": 1.0245715634500707 + }, + { + "train_step": 373, + "sup_loss": 0.9823843701624606 + }, + { + "train_step": 374, + "sup_loss": 0.9864142235118816 + }, + { + "train_step": 375, + "sup_loss": 0.921268363986069 + }, + { + "train_step": 376, + "sup_loss": 0.9218081959122828 + }, + { + "train_step": 377, + "sup_loss": 0.9140519706622479 + }, + { + "train_step": 378, + "sup_loss": 0.856403798604559 + }, + { + "train_step": 379, + "sup_loss": 0.9317557253807007 + }, + { + "train_step": 380, + "sup_loss": 0.8877444530250592 + }, + { + "train_step": 381, + "sup_loss": 0.9521264734132043 + }, + { + "train_step": 382, + "sup_loss": 0.9237108771116821 + }, + { + "train_step": 383, + "sup_loss": 0.9179088196650907 + }, + { + "train_step": 384, + "sup_loss": 0.9491052596242724 + }, + { + "train_step": 385, + "sup_loss": 0.8981490321357497 + }, + { + "train_step": 386, + "sup_loss": 0.8928863642120748 + }, + { + "train_step": 387, + "sup_loss": 0.8828912631039525 + }, + { + "train_step": 388, + "sup_loss": 0.8559180265251823 + }, + { + "train_step": 389, + "sup_loss": 0.7674963618652347 + }, + { + "train_step": 390, + "sup_loss": 1.0049258118633058 + }, + { + "train_step": 391, + "sup_loss": 0.9902231569962113 + }, + { + "train_step": 392, + "sup_loss": 0.8343542733938504 + }, + { + "train_step": 393, + "sup_loss": 0.9570635865663951 + }, + { + "train_step": 394, + "sup_loss": 0.9308627520143479 + }, + { + "train_step": 395, + "sup_loss": 0.7331016490205344 + }, + { + "train_step": 396, + "sup_loss": 0.7597347025046828 + }, + { + "train_step": 397, + "sup_loss": 0.8618956361278468 + }, + { + "train_step": 398, + "sup_loss": 1.3142453491302326 + }, + { + "train_step": 399, + "sup_loss": 0.8954557095160731 + }, + { + "train_step": 400, + "sup_loss": 1.3008162956237936 + }, + { + "train_step": 401, + "sup_loss": 0.9202539833437289 + }, + { + "train_step": 402, + "sup_loss": 0.8939451480074625 + }, + { + "train_step": 403, + "sup_loss": 0.9230883621256372 + }, + { + "train_step": 404, + "sup_loss": 0.7554423940587283 + }, + { + "train_step": 405, + "sup_loss": 0.9090169242128066 + }, + { + "train_step": 406, + "sup_loss": 0.9816950229342806 + }, + { + "train_step": 407, + "sup_loss": 0.9468421443598489 + }, + { + "train_step": 408, + "sup_loss": 0.8190635126553582 + }, + { + "train_step": 409, + "sup_loss": 0.9134349339895225 + }, + { + "train_step": 410, + "sup_loss": 0.9161714477682862 + }, + { + "train_step": 411, + "sup_loss": 0.9528308743862156 + }, + { + "train_step": 412, + "sup_loss": 0.8702035738346731 + }, + { + "train_step": 413, + "sup_loss": 0.8798200443699764 + }, + { + "train_step": 414, + "sup_loss": 0.860633431596733 + }, + { + "train_step": 415, + "sup_loss": 0.8417094390994974 + }, + { + "train_step": 416, + "sup_loss": 0.8312722039632702 + }, + { + "train_step": 417, + "sup_loss": 0.9768729437532283 + }, + { + "train_step": 418, + "sup_loss": 0.8097878302467124 + }, + { + "train_step": 419, + "sup_loss": 0.8647890392984536 + }, + { + "train_step": 420, + "sup_loss": 0.9897010334555764 + }, + { + "train_step": 421, + "sup_loss": 0.9725966996767187 + }, + { + "train_step": 422, + "sup_loss": 0.930206263226984 + }, + { + "train_step": 423, + "sup_loss": 0.7934058951112839 + }, + { + "train_step": 424, + "sup_loss": 0.9201019174863275 + }, + { + "train_step": 425, + "sup_loss": 0.8591882817776467 + }, + { + "train_step": 426, + "sup_loss": 0.7508488516334855 + }, + { + "train_step": 427, + "sup_loss": 0.9097694528455764 + }, + { + "train_step": 428, + "sup_loss": 0.7895597461958975 + }, + { + "train_step": 429, + "sup_loss": 0.9194547331235875 + }, + { + "train_step": 430, + "sup_loss": 0.9051022676075468 + }, + { + "train_step": 431, + "sup_loss": 0.844916570935887 + }, + { + "train_step": 432, + "sup_loss": 0.9166308221784759 + }, + { + "train_step": 433, + "sup_loss": 0.8658245858675417 + }, + { + "train_step": 434, + "sup_loss": 0.9283886164962409 + }, + { + "train_step": 435, + "sup_loss": 0.8893904154999586 + }, + { + "train_step": 436, + "sup_loss": 0.8749467290294618 + }, + { + "train_step": 437, + "sup_loss": 1.418124634541647 + }, + { + "train_step": 438, + "sup_loss": 1.3995417122435867 + }, + { + "train_step": 439, + "sup_loss": 1.408703691380785 + }, + { + "train_step": 440, + "sup_loss": 0.788179748046287 + }, + { + "train_step": 441, + "sup_loss": 0.7844371538160183 + }, + { + "train_step": 442, + "sup_loss": 0.9219728765292634 + }, + { + "train_step": 443, + "sup_loss": 0.8333457325133597 + }, + { + "train_step": 444, + "sup_loss": 0.9682457317874602 + }, + { + "train_step": 445, + "sup_loss": 0.9734905670515147 + }, + { + "train_step": 446, + "sup_loss": 0.8667585520063885 + }, + { + "train_step": 447, + "sup_loss": 0.9424680359425242 + }, + { + "train_step": 448, + "sup_loss": 1.3346072324818146 + }, + { + "train_step": 449, + "sup_loss": 0.8519455247745047 + }, + { + "train_step": 450, + "sup_loss": 0.9163935625298024 + }, + { + "train_step": 451, + "sup_loss": 0.8532365324961109 + }, + { + "train_step": 452, + "sup_loss": 0.7790134642116769 + }, + { + "train_step": 453, + "sup_loss": 0.8098431817769152 + }, + { + "train_step": 454, + "sup_loss": 0.7605557520792233 + }, + { + "train_step": 455, + "sup_loss": 0.9158284732819344 + }, + { + "train_step": 456, + "sup_loss": 0.8782883028037897 + }, + { + "train_step": 457, + "sup_loss": 0.9093472530654086 + }, + { + "train_step": 458, + "sup_loss": 0.8670959936070034 + }, + { + "train_step": 459, + "sup_loss": 0.834351338771341 + }, + { + "train_step": 460, + "sup_loss": 0.8320406445005719 + }, + { + "train_step": 461, + "sup_loss": 0.840784565912961 + }, + { + "train_step": 462, + "sup_loss": 0.8955016829112564 + }, + { + "train_step": 463, + "sup_loss": 0.8550134625418664 + }, + { + "train_step": 464, + "sup_loss": 0.8783776129319405 + }, + { + "train_step": 465, + "sup_loss": 0.8199383022077225 + }, + { + "train_step": 466, + "sup_loss": 0.749419334204644 + }, + { + "train_step": 467, + "sup_loss": 0.8477080647198008 + }, + { + "train_step": 468, + "sup_loss": 0.8654340842776251 + }, + { + "train_step": 469, + "sup_loss": 0.7907584304640389 + }, + { + "train_step": 470, + "sup_loss": 0.8472070101153821 + }, + { + "train_step": 471, + "sup_loss": 0.7842695973861705 + }, + { + "train_step": 472, + "sup_loss": 0.9225856609019379 + }, + { + "train_step": 473, + "sup_loss": 0.8302064977979999 + }, + { + "train_step": 474, + "sup_loss": 0.8505936208332515 + }, + { + "train_step": 475, + "sup_loss": 1.206636512132217 + }, + { + "train_step": 476, + "sup_loss": 1.2982261148969043 + }, + { + "train_step": 477, + "sup_loss": 0.8551568228198498 + }, + { + "train_step": 478, + "sup_loss": 0.816368756574476 + }, + { + "train_step": 479, + "sup_loss": 0.9153288350822483 + }, + { + "train_step": 480, + "sup_loss": 0.8748259626595507 + }, + { + "train_step": 481, + "sup_loss": 1.2404643953322347 + }, + { + "train_step": 482, + "sup_loss": 0.916020615991154 + }, + { + "train_step": 483, + "sup_loss": 0.8713336858535426 + }, + { + "train_step": 484, + "sup_loss": 0.8204549918537717 + }, + { + "train_step": 485, + "sup_loss": 0.7318235101471505 + }, + { + "train_step": 486, + "sup_loss": 0.8110183948732735 + }, + { + "train_step": 487, + "sup_loss": 0.8385820404108069 + }, + { + "train_step": 488, + "sup_loss": 0.9199917860371224 + }, + { + "train_step": 489, + "sup_loss": 0.8887183850337319 + }, + { + "train_step": 490, + "sup_loss": 0.8506186287352768 + }, + { + "train_step": 491, + "sup_loss": 0.848960870040693 + }, + { + "train_step": 492, + "sup_loss": 0.7701277600861607 + }, + { + "train_step": 493, + "sup_loss": 0.788682253050063 + }, + { + "train_step": 494, + "sup_loss": 0.7517757708555604 + }, + { + "train_step": 495, + "sup_loss": 0.8523166321839616 + }, + { + "train_step": 496, + "sup_loss": 0.8086344502811383 + }, + { + "train_step": 497, + "sup_loss": 0.7668434929166849 + }, + { + "train_step": 498, + "sup_loss": 0.8350831463187668 + }, + { + "train_step": 499, + "sup_loss": 0.7290982597312231 + }, + { + "train_step": 500, + "sup_loss": 0.8392166635352191 + }, + { + "train_step": 501, + "sup_loss": 3.1222880735924807 + }, + { + "train_step": 502, + "sup_loss": 3.204998222644776 + }, + { + "train_step": 503, + "sup_loss": 3.3051351727637983 + }, + { + "train_step": 504, + "sup_loss": 3.3176064076782468 + }, + { + "train_step": 505, + "sup_loss": 3.213695244021172 + }, + { + "train_step": 506, + "sup_loss": 3.2350922535708517 + }, + { + "train_step": 507, + "sup_loss": 3.169976222078165 + }, + { + "train_step": 508, + "sup_loss": 3.033481903987072 + }, + { + "train_step": 509, + "sup_loss": 3.1036772660546155 + }, + { + "train_step": 510, + "sup_loss": 3.1152206704219667 + }, + { + "train_step": 511, + "sup_loss": 3.1317064880802623 + }, + { + "train_step": 512, + "sup_loss": 2.9577328617740997 + }, + { + "train_step": 513, + "sup_loss": 3.0068390140376255 + }, + { + "train_step": 514, + "sup_loss": 2.9105345352364735 + }, + { + "train_step": 515, + "sup_loss": 2.9777208323053386 + }, + { + "train_step": 516, + "sup_loss": 2.8707390080980977 + }, + { + "train_step": 517, + "sup_loss": 2.81072439888635 + }, + { + "train_step": 518, + "sup_loss": 2.9302311479355634 + }, + { + "train_step": 519, + "sup_loss": 2.8978518713409094 + }, + { + "train_step": 520, + "sup_loss": 2.7695149720637797 + }, + { + "train_step": 521, + "sup_loss": 2.7093862482726427 + }, + { + "train_step": 522, + "sup_loss": 2.782320939255949 + }, + { + "train_step": 523, + "sup_loss": 2.6902260977701706 + }, + { + "train_step": 524, + "sup_loss": 2.679086671737897 + }, + { + "train_step": 525, + "sup_loss": 2.615772388974632 + }, + { + "train_step": 526, + "sup_loss": 2.63745114769614 + }, + { + "train_step": 527, + "sup_loss": 2.6531369370861078 + }, + { + "train_step": 528, + "sup_loss": 2.6674199911458394 + }, + { + "train_step": 529, + "sup_loss": 2.5877039261316144 + }, + { + "train_step": 530, + "sup_loss": 2.5538804760991423 + }, + { + "train_step": 531, + "sup_loss": 2.6186193035096546 + }, + { + "train_step": 532, + "sup_loss": 2.499615936182604 + }, + { + "train_step": 533, + "sup_loss": 2.5062149194941097 + }, + { + "train_step": 534, + "sup_loss": 2.4952541309245273 + }, + { + "train_step": 535, + "sup_loss": 2.483613483890542 + }, + { + "train_step": 536, + "sup_loss": 2.587751543604934 + }, + { + "train_step": 537, + "sup_loss": 2.4117537973496814 + }, + { + "train_step": 538, + "sup_loss": 2.463578157080501 + }, + { + "train_step": 539, + "sup_loss": 2.3885422800938496 + }, + { + "train_step": 540, + "sup_loss": 2.2597488680566586 + }, + { + "train_step": 541, + "sup_loss": 2.3468790158110977 + }, + { + "train_step": 542, + "sup_loss": 2.403013868215605 + }, + { + "train_step": 543, + "sup_loss": 2.3690067124644365 + }, + { + "train_step": 544, + "sup_loss": 2.2639217957500795 + }, + { + "train_step": 545, + "sup_loss": 2.324609675052496 + }, + { + "train_step": 546, + "sup_loss": 2.277940278870571 + }, + { + "train_step": 547, + "sup_loss": 2.221671621694327 + }, + { + "train_step": 548, + "sup_loss": 2.31213628713842 + }, + { + "train_step": 549, + "sup_loss": 2.257663477928883 + }, + { + "train_step": 550, + "sup_loss": 2.1392900644717905 + }, + { + "train_step": 551, + "sup_loss": 2.2263550772236713 + }, + { + "train_step": 552, + "sup_loss": 2.254911268329625 + }, + { + "train_step": 553, + "sup_loss": 2.1884203177390393 + }, + { + "train_step": 554, + "sup_loss": 2.253621567273208 + }, + { + "train_step": 555, + "sup_loss": 2.1209990740578673 + }, + { + "train_step": 556, + "sup_loss": 2.1667643687773452 + }, + { + "train_step": 557, + "sup_loss": 2.180347325959103 + }, + { + "train_step": 558, + "sup_loss": 2.085901194219652 + }, + { + "train_step": 559, + "sup_loss": 2.0188092178291916 + }, + { + "train_step": 560, + "sup_loss": 2.085749122671036 + }, + { + "train_step": 561, + "sup_loss": 2.062744132111094 + }, + { + "train_step": 562, + "sup_loss": 1.9944853356398895 + }, + { + "train_step": 563, + "sup_loss": 2.0811464728616182 + }, + { + "train_step": 564, + "sup_loss": 2.00123901424805 + }, + { + "train_step": 565, + "sup_loss": 1.9988080152612697 + }, + { + "train_step": 566, + "sup_loss": 2.0207584883046077 + }, + { + "train_step": 567, + "sup_loss": 2.005127180187845 + }, + { + "train_step": 568, + "sup_loss": 1.990892009027158 + }, + { + "train_step": 569, + "sup_loss": 1.988019299887008 + }, + { + "train_step": 570, + "sup_loss": 1.948549659467373 + }, + { + "train_step": 571, + "sup_loss": 1.9095308693808508 + }, + { + "train_step": 572, + "sup_loss": 1.9672398403072564 + }, + { + "train_step": 573, + "sup_loss": 2.002920246566547 + }, + { + "train_step": 574, + "sup_loss": 1.9344575000707238 + }, + { + "train_step": 575, + "sup_loss": 1.9555538026224446 + }, + { + "train_step": 576, + "sup_loss": 2.0105244790628882 + }, + { + "train_step": 577, + "sup_loss": 1.93138114985322 + }, + { + "train_step": 578, + "sup_loss": 1.9131835727064208 + }, + { + "train_step": 579, + "sup_loss": 1.8428792664950018 + }, + { + "train_step": 580, + "sup_loss": 2.003887432814735 + }, + { + "train_step": 581, + "sup_loss": 1.8846502927714508 + }, + { + "train_step": 582, + "sup_loss": 1.8938288895992657 + }, + { + "train_step": 583, + "sup_loss": 1.8965474999783827 + }, + { + "train_step": 584, + "sup_loss": 1.8424342312773612 + }, + { + "train_step": 585, + "sup_loss": 1.8089047022305922 + }, + { + "train_step": 586, + "sup_loss": 1.7617775243855032 + }, + { + "train_step": 587, + "sup_loss": 1.8426364138536397 + }, + { + "train_step": 588, + "sup_loss": 1.7895324083924207 + }, + { + "train_step": 589, + "sup_loss": 1.8256453179145709 + }, + { + "train_step": 590, + "sup_loss": 1.8290122987029214 + }, + { + "train_step": 591, + "sup_loss": 1.8071836068142513 + }, + { + "train_step": 592, + "sup_loss": 1.7951016185749222 + }, + { + "train_step": 593, + "sup_loss": 1.841383915158084 + }, + { + "train_step": 594, + "sup_loss": 1.854279079191608 + }, + { + "train_step": 595, + "sup_loss": 1.7490897587535632 + }, + { + "train_step": 596, + "sup_loss": 1.7903747964358638 + }, + { + "train_step": 597, + "sup_loss": 1.7509329474400293 + }, + { + "train_step": 598, + "sup_loss": 1.7791987056314078 + }, + { + "train_step": 599, + "sup_loss": 1.7622102491716611 + }, + { + "train_step": 600, + "sup_loss": 1.7513844383526285 + }, + { + "train_step": 601, + "sup_loss": 1.7793299486423035 + }, + { + "train_step": 602, + "sup_loss": 1.7541266776036561 + }, + { + "train_step": 603, + "sup_loss": 1.7702961357463063 + }, + { + "train_step": 604, + "sup_loss": 1.7385622827637306 + }, + { + "train_step": 605, + "sup_loss": 1.7254753532783516 + }, + { + "train_step": 606, + "sup_loss": 1.6791527812296132 + }, + { + "train_step": 607, + "sup_loss": 1.6404538511732252 + }, + { + "train_step": 608, + "sup_loss": 1.6992031953876687 + }, + { + "train_step": 609, + "sup_loss": 1.7061224286628085 + }, + { + "train_step": 610, + "sup_loss": 1.680208497337664 + }, + { + "train_step": 611, + "sup_loss": 1.716808347640989 + }, + { + "train_step": 612, + "sup_loss": 1.6065776810996684 + }, + { + "train_step": 613, + "sup_loss": 1.690675960613393 + }, + { + "train_step": 614, + "sup_loss": 1.6185917838244728 + }, + { + "train_step": 615, + "sup_loss": 1.6083948036784164 + }, + { + "train_step": 616, + "sup_loss": 1.654700959210002 + }, + { + "train_step": 617, + "sup_loss": 1.6836163503467014 + }, + { + "train_step": 618, + "sup_loss": 1.5859741122797646 + }, + { + "train_step": 619, + "sup_loss": 1.6036876897752854 + }, + { + "train_step": 620, + "sup_loss": 1.6519365187365762 + }, + { + "train_step": 621, + "sup_loss": 1.6264287536985353 + }, + { + "train_step": 622, + "sup_loss": 1.6697687722787782 + }, + { + "train_step": 623, + "sup_loss": 1.6538103577282126 + }, + { + "train_step": 624, + "sup_loss": 1.5486717305703568 + }, + { + "train_step": 625, + "sup_loss": 1.5899597994452266 + }, + { + "train_step": 626, + "sup_loss": 1.599511731945442 + }, + { + "train_step": 627, + "sup_loss": 1.5731671737375745 + }, + { + "train_step": 628, + "sup_loss": 1.577968980323058 + }, + { + "train_step": 629, + "sup_loss": 1.5093304831056795 + }, + { + "train_step": 630, + "sup_loss": 1.5930872319769214 + }, + { + "train_step": 631, + "sup_loss": 1.6025023011859851 + }, + { + "train_step": 632, + "sup_loss": 1.5767904224328912 + }, + { + "train_step": 633, + "sup_loss": 1.5272474583750142 + }, + { + "train_step": 634, + "sup_loss": 1.5328630712351021 + }, + { + "train_step": 635, + "sup_loss": 1.6218365529913201 + }, + { + "train_step": 636, + "sup_loss": 1.474651247040228 + }, + { + "train_step": 637, + "sup_loss": 1.5903057574574266 + }, + { + "train_step": 638, + "sup_loss": 1.5148816674106902 + }, + { + "train_step": 639, + "sup_loss": 1.5241276764746465 + }, + { + "train_step": 640, + "sup_loss": 1.516093620042373 + }, + { + "train_step": 641, + "sup_loss": 1.5006560174154069 + }, + { + "train_step": 642, + "sup_loss": 1.518686316000616 + }, + { + "train_step": 643, + "sup_loss": 1.5490629718970108 + }, + { + "train_step": 644, + "sup_loss": 1.4753624038461415 + }, + { + "train_step": 645, + "sup_loss": 1.4658064508647215 + }, + { + "train_step": 646, + "sup_loss": 1.4651343347960508 + }, + { + "train_step": 647, + "sup_loss": 1.5048558252134197 + }, + { + "train_step": 648, + "sup_loss": 1.4975591145876923 + }, + { + "train_step": 649, + "sup_loss": 1.4711091907098603 + }, + { + "train_step": 650, + "sup_loss": 1.4855236439920207 + }, + { + "train_step": 651, + "sup_loss": 1.4709988938651577 + }, + { + "train_step": 652, + "sup_loss": 1.5222540875275021 + }, + { + "train_step": 653, + "sup_loss": 1.5479057117869262 + }, + { + "train_step": 654, + "sup_loss": 1.4479648670043332 + }, + { + "train_step": 655, + "sup_loss": 1.4436952024633063 + }, + { + "train_step": 656, + "sup_loss": 1.4736511818835456 + }, + { + "train_step": 657, + "sup_loss": 1.4696134112811945 + }, + { + "train_step": 658, + "sup_loss": 1.4145819584678865 + }, + { + "train_step": 659, + "sup_loss": 1.3721892892300458 + }, + { + "train_step": 660, + "sup_loss": 1.4444799262455839 + }, + { + "train_step": 661, + "sup_loss": 1.4697822840261507 + }, + { + "train_step": 662, + "sup_loss": 1.4346009389249998 + }, + { + "train_step": 663, + "sup_loss": 1.356409809200022 + }, + { + "train_step": 664, + "sup_loss": 1.4307521531095062 + }, + { + "train_step": 665, + "sup_loss": 1.3682731775739827 + }, + { + "train_step": 666, + "sup_loss": 1.3920731878754211 + }, + { + "train_step": 667, + "sup_loss": 1.3853429449822579 + }, + { + "train_step": 668, + "sup_loss": 1.3363705928099694 + }, + { + "train_step": 669, + "sup_loss": 1.267531816463327 + }, + { + "train_step": 670, + "sup_loss": 1.2768614452862361 + }, + { + "train_step": 671, + "sup_loss": 1.4297388366149815 + }, + { + "train_step": 672, + "sup_loss": 1.297557427117142 + }, + { + "train_step": 673, + "sup_loss": 1.3419935690019504 + }, + { + "train_step": 674, + "sup_loss": 1.365451144713185 + }, + { + "train_step": 675, + "sup_loss": 1.3478690039888432 + }, + { + "train_step": 676, + "sup_loss": 1.3191603693497722 + }, + { + "train_step": 677, + "sup_loss": 1.2591673827092895 + }, + { + "train_step": 678, + "sup_loss": 1.2592429366480669 + }, + { + "train_step": 679, + "sup_loss": 1.3183176279694915 + }, + { + "train_step": 680, + "sup_loss": 1.2749167525958949 + }, + { + "train_step": 681, + "sup_loss": 1.3237772522234714 + }, + { + "train_step": 682, + "sup_loss": 1.3040183322583005 + }, + { + "train_step": 683, + "sup_loss": 1.3239673882662701 + }, + { + "train_step": 684, + "sup_loss": 1.3579386371507083 + }, + { + "train_step": 685, + "sup_loss": 1.2590405526413904 + }, + { + "train_step": 686, + "sup_loss": 1.3610456747861137 + }, + { + "train_step": 687, + "sup_loss": 1.242525264210296 + }, + { + "train_step": 688, + "sup_loss": 1.1844486922205661 + }, + { + "train_step": 689, + "sup_loss": 1.2086921149328937 + }, + { + "train_step": 690, + "sup_loss": 1.2520068924883554 + }, + { + "train_step": 691, + "sup_loss": 1.321832321647969 + }, + { + "train_step": 692, + "sup_loss": 1.2568892140935835 + }, + { + "train_step": 693, + "sup_loss": 1.3677402268236474 + }, + { + "train_step": 694, + "sup_loss": 1.2543790089044935 + }, + { + "train_step": 695, + "sup_loss": 1.235199786116409 + }, + { + "train_step": 696, + "sup_loss": 1.243430218434465 + }, + { + "train_step": 697, + "sup_loss": 1.1735385449298157 + }, + { + "train_step": 698, + "sup_loss": 1.2352204902728043 + }, + { + "train_step": 699, + "sup_loss": 1.2372619100267894 + }, + { + "train_step": 700, + "sup_loss": 1.2199658457740976 + }, + { + "train_step": 701, + "sup_loss": 1.202482811729332 + }, + { + "train_step": 702, + "sup_loss": 1.1331485605378344 + }, + { + "train_step": 703, + "sup_loss": 1.0358547057006509 + }, + { + "train_step": 704, + "sup_loss": 1.2216127013123441 + }, + { + "train_step": 705, + "sup_loss": 1.22372925731324 + }, + { + "train_step": 706, + "sup_loss": 1.1911769244998165 + }, + { + "train_step": 707, + "sup_loss": 1.1302035074015206 + }, + { + "train_step": 708, + "sup_loss": 1.0759522581582772 + }, + { + "train_step": 709, + "sup_loss": 1.2023805357719268 + }, + { + "train_step": 710, + "sup_loss": 1.1397632521690608 + }, + { + "train_step": 711, + "sup_loss": 1.1649040162194133 + }, + { + "train_step": 712, + "sup_loss": 1.14020604676357 + }, + { + "train_step": 713, + "sup_loss": 1.127442890648659 + }, + { + "train_step": 714, + "sup_loss": 1.1555244367761572 + }, + { + "train_step": 715, + "sup_loss": 1.0165818824142212 + }, + { + "train_step": 716, + "sup_loss": 0.9661280472955917 + }, + { + "train_step": 717, + "sup_loss": 1.104623916430564 + }, + { + "train_step": 718, + "sup_loss": 1.1073299952497695 + }, + { + "train_step": 719, + "sup_loss": 1.2142708385647054 + }, + { + "train_step": 720, + "sup_loss": 1.0644893133384914 + }, + { + "train_step": 721, + "sup_loss": 1.0663776424353848 + }, + { + "train_step": 722, + "sup_loss": 1.073666823625036 + }, + { + "train_step": 723, + "sup_loss": 1.0567072545098615 + }, + { + "train_step": 724, + "sup_loss": 1.105849134973476 + }, + { + "train_step": 725, + "sup_loss": 1.0669075740884053 + }, + { + "train_step": 726, + "sup_loss": 1.1444153499045848 + }, + { + "train_step": 727, + "sup_loss": 1.0895714947380097 + }, + { + "train_step": 728, + "sup_loss": 1.0520918772813312 + }, + { + "train_step": 729, + "sup_loss": 1.014469703105259 + }, + { + "train_step": 730, + "sup_loss": 1.0898309141799407 + }, + { + "train_step": 731, + "sup_loss": 1.0505453994144698 + }, + { + "train_step": 732, + "sup_loss": 1.1169708214521883 + }, + { + "train_step": 733, + "sup_loss": 1.0520412406940214 + }, + { + "train_step": 734, + "sup_loss": 1.0343131673292962 + }, + { + "train_step": 735, + "sup_loss": 1.0950247355602738 + }, + { + "train_step": 736, + "sup_loss": 1.0433990977348204 + }, + { + "train_step": 737, + "sup_loss": 1.0246886782572056 + }, + { + "train_step": 738, + "sup_loss": 1.0934059756038028 + }, + { + "train_step": 739, + "sup_loss": 1.0120427988228704 + }, + { + "train_step": 740, + "sup_loss": 1.0550482244026065 + }, + { + "train_step": 741, + "sup_loss": 1.062607958955575 + }, + { + "train_step": 742, + "sup_loss": 0.9716845205370293 + }, + { + "train_step": 743, + "sup_loss": 1.064113777411543 + }, + { + "train_step": 744, + "sup_loss": 0.9401568862367221 + }, + { + "train_step": 745, + "sup_loss": 1.01280735434387 + }, + { + "train_step": 746, + "sup_loss": 1.0499487451114777 + }, + { + "train_step": 747, + "sup_loss": 0.861220319076608 + }, + { + "train_step": 748, + "sup_loss": 1.0691928710759337 + }, + { + "train_step": 749, + "sup_loss": 0.9629455523237276 + }, + { + "train_step": 750, + "sup_loss": 0.9553969136481286 + }, + { + "train_step": 751, + "sup_loss": 1.0190658710556895 + }, + { + "train_step": 752, + "sup_loss": 1.0750243789867193 + }, + { + "train_step": 753, + "sup_loss": 0.9615886702112417 + }, + { + "train_step": 754, + "sup_loss": 0.9858202545833175 + }, + { + "train_step": 755, + "sup_loss": 0.9173174726181066 + }, + { + "train_step": 756, + "sup_loss": 0.9915875899721379 + }, + { + "train_step": 757, + "sup_loss": 1.0372369316890926 + }, + { + "train_step": 758, + "sup_loss": 0.9661678648242943 + }, + { + "train_step": 759, + "sup_loss": 0.9425310880036247 + }, + { + "train_step": 760, + "sup_loss": 1.0282296546721799 + }, + { + "train_step": 761, + "sup_loss": 0.837687180843268 + }, + { + "train_step": 762, + "sup_loss": 0.9775602656350245 + }, + { + "train_step": 763, + "sup_loss": 0.9553919080997443 + }, + { + "train_step": 764, + "sup_loss": 1.0078286453630332 + }, + { + "train_step": 765, + "sup_loss": 0.832689023920235 + }, + { + "train_step": 766, + "sup_loss": 1.041536011413314 + }, + { + "train_step": 767, + "sup_loss": 0.8544016086982815 + }, + { + "train_step": 768, + "sup_loss": 0.9425169939239239 + }, + { + "train_step": 769, + "sup_loss": 0.9602451645723425 + }, + { + "train_step": 770, + "sup_loss": 0.870443887854357 + }, + { + "train_step": 771, + "sup_loss": 0.8917617270262446 + }, + { + "train_step": 772, + "sup_loss": 0.77596224813217 + }, + { + "train_step": 773, + "sup_loss": 0.9477697228347011 + }, + { + "train_step": 774, + "sup_loss": 0.9148630615814392 + }, + { + "train_step": 775, + "sup_loss": 0.9962195324050853 + }, + { + "train_step": 776, + "sup_loss": 0.9198367764208825 + }, + { + "train_step": 777, + "sup_loss": 0.9627222306012541 + }, + { + "train_step": 778, + "sup_loss": 0.8857712700303763 + }, + { + "train_step": 779, + "sup_loss": 0.9521585128127508 + }, + { + "train_step": 780, + "sup_loss": 1.0290354586753323 + }, + { + "train_step": 781, + "sup_loss": 0.931666872132083 + }, + { + "train_step": 782, + "sup_loss": 0.9528917408678677 + }, + { + "train_step": 783, + "sup_loss": 0.8700334019559459 + }, + { + "train_step": 784, + "sup_loss": 0.8840905316764942 + }, + { + "train_step": 785, + "sup_loss": 0.8559685727058939 + }, + { + "train_step": 786, + "sup_loss": 0.8753449507454758 + }, + { + "train_step": 787, + "sup_loss": 0.9513685091600456 + }, + { + "train_step": 788, + "sup_loss": 1.0150887888390732 + }, + { + "train_step": 789, + "sup_loss": 0.8728859066872203 + }, + { + "train_step": 790, + "sup_loss": 0.8848452567994886 + }, + { + "train_step": 791, + "sup_loss": 0.8631624412562454 + }, + { + "train_step": 792, + "sup_loss": 0.952886999607626 + }, + { + "train_step": 793, + "sup_loss": 0.9045985985195893 + }, + { + "train_step": 794, + "sup_loss": 0.9019932868863061 + }, + { + "train_step": 795, + "sup_loss": 0.9498372379230188 + }, + { + "train_step": 796, + "sup_loss": 0.8936979907631721 + }, + { + "train_step": 797, + "sup_loss": 0.9317451704113846 + }, + { + "train_step": 798, + "sup_loss": 0.9068114118798569 + }, + { + "train_step": 799, + "sup_loss": 0.8959027330087515 + }, + { + "train_step": 800, + "sup_loss": 0.8421632127669192 + }, + { + "train_step": 801, + "sup_loss": 0.8628605982760813 + }, + { + "train_step": 802, + "sup_loss": 0.9368241412281205 + }, + { + "train_step": 803, + "sup_loss": 0.9719291319443623 + }, + { + "train_step": 804, + "sup_loss": 0.8761054919190129 + }, + { + "train_step": 805, + "sup_loss": 0.8871858019504056 + }, + { + "train_step": 806, + "sup_loss": 0.8596753964050741 + }, + { + "train_step": 807, + "sup_loss": 0.8756625774584665 + }, + { + "train_step": 808, + "sup_loss": 0.9290143702747465 + }, + { + "train_step": 809, + "sup_loss": 0.8366756810260557 + }, + { + "train_step": 810, + "sup_loss": 0.8600378844292867 + }, + { + "train_step": 811, + "sup_loss": 0.8964199797716821 + }, + { + "train_step": 812, + "sup_loss": 0.9199323711039128 + }, + { + "train_step": 813, + "sup_loss": 0.8588929690467264 + }, + { + "train_step": 814, + "sup_loss": 0.862729632916105 + }, + { + "train_step": 815, + "sup_loss": 0.9580815285137959 + }, + { + "train_step": 816, + "sup_loss": 0.892645067949566 + }, + { + "train_step": 817, + "sup_loss": 0.8724243874924856 + }, + { + "train_step": 818, + "sup_loss": 0.821547128727503 + }, + { + "train_step": 819, + "sup_loss": 0.818889612708074 + }, + { + "train_step": 820, + "sup_loss": 0.9101238330555788 + }, + { + "train_step": 821, + "sup_loss": 0.8045211767916259 + }, + { + "train_step": 822, + "sup_loss": 0.8618536469949893 + }, + { + "train_step": 823, + "sup_loss": 0.8404002627948028 + }, + { + "train_step": 824, + "sup_loss": 1.3062181661174832 + }, + { + "train_step": 825, + "sup_loss": 0.9014268030986148 + }, + { + "train_step": 826, + "sup_loss": 0.7900560484013656 + }, + { + "train_step": 827, + "sup_loss": 0.9461500090298356 + }, + { + "train_step": 828, + "sup_loss": 0.8845814527081423 + }, + { + "train_step": 829, + "sup_loss": 0.8045260277516284 + }, + { + "train_step": 830, + "sup_loss": 0.8661602943931526 + }, + { + "train_step": 831, + "sup_loss": 0.8843136250731943 + }, + { + "train_step": 832, + "sup_loss": 0.8972661580587328 + }, + { + "train_step": 833, + "sup_loss": 0.8354662647169758 + }, + { + "train_step": 834, + "sup_loss": 0.9179135063611576 + }, + { + "train_step": 835, + "sup_loss": 1.0186552606865054 + }, + { + "train_step": 836, + "sup_loss": 0.7157714638018124 + }, + { + "train_step": 837, + "sup_loss": 0.8547082142171037 + }, + { + "train_step": 838, + "sup_loss": 0.8938497512028976 + }, + { + "train_step": 839, + "sup_loss": 0.7790366483558453 + }, + { + "train_step": 840, + "sup_loss": 0.8293554450228748 + }, + { + "train_step": 841, + "sup_loss": 0.9660073980896101 + }, + { + "train_step": 842, + "sup_loss": 0.72349960623759 + }, + { + "train_step": 843, + "sup_loss": 0.9124015184544866 + }, + { + "train_step": 844, + "sup_loss": 0.9907499913408079 + }, + { + "train_step": 845, + "sup_loss": 0.8845199612388399 + }, + { + "train_step": 846, + "sup_loss": 0.7997456076781431 + }, + { + "train_step": 847, + "sup_loss": 0.9188395972744465 + }, + { + "train_step": 848, + "sup_loss": 0.8455222231777778 + }, + { + "train_step": 849, + "sup_loss": 0.9196057417297993 + }, + { + "train_step": 850, + "sup_loss": 0.8106990726789659 + }, + { + "train_step": 851, + "sup_loss": 0.8711433932963025 + }, + { + "train_step": 852, + "sup_loss": 0.7309760911350792 + }, + { + "train_step": 853, + "sup_loss": 0.8326133196060258 + }, + { + "train_step": 854, + "sup_loss": 0.8701181058468035 + }, + { + "train_step": 855, + "sup_loss": 0.9389584814272258 + }, + { + "train_step": 856, + "sup_loss": 0.871014515209504 + }, + { + "train_step": 857, + "sup_loss": 0.8969280315820904 + }, + { + "train_step": 858, + "sup_loss": 0.687862314627507 + }, + { + "train_step": 859, + "sup_loss": 0.75033959091764 + }, + { + "train_step": 860, + "sup_loss": 0.9596799396898688 + }, + { + "train_step": 861, + "sup_loss": 0.8328345261818269 + }, + { + "train_step": 862, + "sup_loss": 1.38647728057779 + }, + { + "train_step": 863, + "sup_loss": 0.8776353286882512 + }, + { + "train_step": 864, + "sup_loss": 0.8202259803578642 + }, + { + "train_step": 865, + "sup_loss": 0.8222490567193533 + }, + { + "train_step": 866, + "sup_loss": 0.8197525331003277 + }, + { + "train_step": 867, + "sup_loss": 0.8501884637063549 + }, + { + "train_step": 868, + "sup_loss": 0.8323280629627021 + }, + { + "train_step": 869, + "sup_loss": 0.8929666321090622 + }, + { + "train_step": 870, + "sup_loss": 0.8389749968404377 + }, + { + "train_step": 871, + "sup_loss": 0.7178888730223795 + }, + { + "train_step": 872, + "sup_loss": 0.7560251836204995 + }, + { + "train_step": 873, + "sup_loss": 0.7292572783975688 + }, + { + "train_step": 874, + "sup_loss": 0.8984831381237776 + }, + { + "train_step": 875, + "sup_loss": 0.8769779412371848 + }, + { + "train_step": 876, + "sup_loss": 0.9015931553729063 + }, + { + "train_step": 877, + "sup_loss": 0.8471133617343244 + }, + { + "train_step": 878, + "sup_loss": 0.9966167327352377 + }, + { + "train_step": 879, + "sup_loss": 0.8528668090056113 + }, + { + "train_step": 880, + "sup_loss": 0.8067684182051673 + }, + { + "train_step": 881, + "sup_loss": 0.7881358849318103 + }, + { + "train_step": 882, + "sup_loss": 0.8565935052196488 + }, + { + "train_step": 883, + "sup_loss": 0.8564620741325876 + }, + { + "train_step": 884, + "sup_loss": 0.8959038073610768 + }, + { + "train_step": 885, + "sup_loss": 0.8899499773858507 + }, + { + "train_step": 886, + "sup_loss": 0.8746565246878674 + }, + { + "train_step": 887, + "sup_loss": 0.8053328235344994 + }, + { + "train_step": 888, + "sup_loss": 0.8907464024565818 + }, + { + "train_step": 889, + "sup_loss": 0.8605763133341885 + }, + { + "train_step": 890, + "sup_loss": 0.922680605890292 + }, + { + "train_step": 891, + "sup_loss": 0.9304208577067662 + }, + { + "train_step": 892, + "sup_loss": 0.6783913323618 + }, + { + "train_step": 893, + "sup_loss": 0.8758963951021972 + }, + { + "train_step": 894, + "sup_loss": 0.8178487195456138 + }, + { + "train_step": 895, + "sup_loss": 0.8658089824232894 + }, + { + "train_step": 896, + "sup_loss": 0.8137139742837618 + }, + { + "train_step": 897, + "sup_loss": 0.8214010202282044 + }, + { + "train_step": 898, + "sup_loss": 0.8884092183208722 + }, + { + "train_step": 899, + "sup_loss": 0.8547967287775841 + }, + { + "train_step": 900, + "sup_loss": 0.7772161185503825 + }, + { + "train_step": 901, + "sup_loss": 0.8797119239489057 + }, + { + "train_step": 902, + "sup_loss": 0.8895081833508781 + }, + { + "train_step": 903, + "sup_loss": 0.7206987675392287 + }, + { + "train_step": 904, + "sup_loss": 0.875863941886488 + }, + { + "train_step": 905, + "sup_loss": 0.7768509617175672 + }, + { + "train_step": 906, + "sup_loss": 0.788455656697785 + }, + { + "train_step": 907, + "sup_loss": 0.8690492347762196 + }, + { + "train_step": 908, + "sup_loss": 0.7379728951398777 + }, + { + "train_step": 909, + "sup_loss": 0.7616785705269943 + }, + { + "train_step": 910, + "sup_loss": 0.8555776714239134 + }, + { + "train_step": 911, + "sup_loss": 1.204739015175343 + }, + { + "train_step": 912, + "sup_loss": 1.1160362664066652 + }, + { + "train_step": 913, + "sup_loss": 0.8180922862917479 + }, + { + "train_step": 914, + "sup_loss": 0.8713389062608269 + }, + { + "train_step": 915, + "sup_loss": 0.6972414674695602 + }, + { + "train_step": 916, + "sup_loss": 0.867484193495514 + }, + { + "train_step": 917, + "sup_loss": 0.8915589847691834 + }, + { + "train_step": 918, + "sup_loss": 0.8197614744100786 + }, + { + "train_step": 919, + "sup_loss": 0.8463326001925351 + }, + { + "train_step": 920, + "sup_loss": 0.9446905420910459 + }, + { + "train_step": 921, + "sup_loss": 0.8476480446050066 + }, + { + "train_step": 922, + "sup_loss": 0.8328253668356074 + }, + { + "train_step": 923, + "sup_loss": 0.8593638567574826 + }, + { + "train_step": 924, + "sup_loss": 0.8396036383696339 + }, + { + "train_step": 925, + "sup_loss": 0.77964601751439 + }, + { + "train_step": 926, + "sup_loss": 0.7597808793734202 + }, + { + "train_step": 927, + "sup_loss": 0.786707262290143 + }, + { + "train_step": 928, + "sup_loss": 0.9077270448980681 + }, + { + "train_step": 929, + "sup_loss": 0.8476130228374416 + }, + { + "train_step": 930, + "sup_loss": 0.823766512437027 + }, + { + "train_step": 931, + "sup_loss": 0.7933906892246918 + }, + { + "train_step": 932, + "sup_loss": 0.8055025273256327 + }, + { + "train_step": 933, + "sup_loss": 0.7547444597908701 + }, + { + "train_step": 934, + "sup_loss": 0.7954029971865285 + }, + { + "train_step": 935, + "sup_loss": 0.7084483759517928 + }, + { + "train_step": 936, + "sup_loss": 0.8278851866835167 + }, + { + "train_step": 937, + "sup_loss": 0.7222407696395535 + }, + { + "train_step": 938, + "sup_loss": 0.7156588672333299 + }, + { + "train_step": 939, + "sup_loss": 0.8333418791472045 + }, + { + "train_step": 940, + "sup_loss": 0.7570294027917591 + }, + { + "train_step": 941, + "sup_loss": 0.8003112043103697 + }, + { + "train_step": 942, + "sup_loss": 0.8954127512247805 + }, + { + "train_step": 943, + "sup_loss": 0.8242155908305778 + }, + { + "train_step": 944, + "sup_loss": 0.8267628349845023 + }, + { + "train_step": 945, + "sup_loss": 0.9099078899259002 + }, + { + "train_step": 946, + "sup_loss": 0.8742669931276439 + }, + { + "train_step": 947, + "sup_loss": 0.8221754398273997 + }, + { + "train_step": 948, + "sup_loss": 0.9633939011276104 + }, + { + "train_step": 949, + "sup_loss": 0.7948635890301314 + }, + { + "train_step": 950, + "sup_loss": 0.873508316072908 + }, + { + "train_step": 951, + "sup_loss": 0.8526478705457259 + }, + { + "train_step": 952, + "sup_loss": 0.8092949361565369 + }, + { + "train_step": 953, + "sup_loss": 0.88046078985076 + }, + { + "train_step": 954, + "sup_loss": 0.779303519444034 + }, + { + "train_step": 955, + "sup_loss": 0.9336590437581631 + }, + { + "train_step": 956, + "sup_loss": 0.8855900844071531 + }, + { + "train_step": 957, + "sup_loss": 0.8796607609531097 + }, + { + "train_step": 958, + "sup_loss": 0.684694069334753 + }, + { + "train_step": 959, + "sup_loss": 0.8395445688491898 + }, + { + "train_step": 960, + "sup_loss": 0.9274889283211902 + }, + { + "train_step": 961, + "sup_loss": 0.8428254909784664 + }, + { + "train_step": 962, + "sup_loss": 0.8089169400757886 + }, + { + "train_step": 963, + "sup_loss": 0.9239138371192446 + }, + { + "train_step": 964, + "sup_loss": 0.8572411728440856 + }, + { + "train_step": 965, + "sup_loss": 0.761229213815326 + }, + { + "train_step": 966, + "sup_loss": 0.6706544444208067 + }, + { + "train_step": 967, + "sup_loss": 0.7518802877123694 + }, + { + "train_step": 968, + "sup_loss": 0.8586868890452067 + }, + { + "train_step": 969, + "sup_loss": 0.7925167458266382 + }, + { + "train_step": 970, + "sup_loss": 0.8356101514148454 + }, + { + "train_step": 971, + "sup_loss": 0.776042557759803 + }, + { + "train_step": 972, + "sup_loss": 0.9005840218464283 + }, + { + "train_step": 973, + "sup_loss": 0.784895253614562 + }, + { + "train_step": 974, + "sup_loss": 0.7716257671039652 + }, + { + "train_step": 975, + "sup_loss": 0.8179351898305492 + }, + { + "train_step": 976, + "sup_loss": 0.870358954826707 + }, + { + "train_step": 977, + "sup_loss": 0.7722937786927581 + }, + { + "train_step": 978, + "sup_loss": 0.7520367158257486 + }, + { + "train_step": 979, + "sup_loss": 0.7638554759326593 + }, + { + "train_step": 980, + "sup_loss": 0.8995190452312011 + }, + { + "train_step": 981, + "sup_loss": 0.8660501652329154 + }, + { + "train_step": 982, + "sup_loss": 0.8137311096448486 + }, + { + "train_step": 983, + "sup_loss": 0.7612886676623994 + }, + { + "train_step": 984, + "sup_loss": 0.8907950105828462 + }, + { + "train_step": 985, + "sup_loss": 0.7889003265426624 + }, + { + "train_step": 986, + "sup_loss": 0.8807204996429605 + }, + { + "train_step": 987, + "sup_loss": 0.7207031820480473 + }, + { + "train_step": 988, + "sup_loss": 0.895706355865536 + }, + { + "train_step": 989, + "sup_loss": 0.7155770362285312 + }, + { + "train_step": 990, + "sup_loss": 0.8367044268805731 + }, + { + "train_step": 991, + "sup_loss": 0.962893218947034 + }, + { + "train_step": 992, + "sup_loss": 0.865001278447491 + }, + { + "train_step": 993, + "sup_loss": 0.9257453273633841 + }, + { + "train_step": 994, + "sup_loss": 0.707271097380188 + }, + { + "train_step": 995, + "sup_loss": 0.6436948808684718 + }, + { + "train_step": 996, + "sup_loss": 0.842419286394734 + }, + { + "train_step": 997, + "sup_loss": 0.7702399961917404 + }, + { + "train_step": 998, + "sup_loss": 0.8516162518467277 + }, + { + "train_step": 999, + "sup_loss": 0.7116881103083363 + }, + { + "train_step": 1000, + "sup_loss": 0.7405350683110168 + }, + { + "train_step": 1001, + "sup_loss": 0.8676851820927 + }, + { + "train_step": 1002, + "sup_loss": 0.8463528268688559 + }, + { + "train_step": 1003, + "sup_loss": 0.6906003308617003 + }, + { + "train_step": 1004, + "sup_loss": 0.8477411564016014 + }, + { + "train_step": 1005, + "sup_loss": 0.8312261830891127 + }, + { + "train_step": 1006, + "sup_loss": 0.837562826741435 + }, + { + "train_step": 1007, + "sup_loss": 0.8205465899360423 + }, + { + "train_step": 1008, + "sup_loss": 0.8489529110516078 + }, + { + "train_step": 1009, + "sup_loss": 0.8936454960092028 + }, + { + "train_step": 1010, + "sup_loss": 0.9202891098375957 + }, + { + "train_step": 1011, + "sup_loss": 0.831313486591394 + }, + { + "train_step": 1012, + "sup_loss": 0.7088073534418168 + }, + { + "train_step": 1013, + "sup_loss": 0.8122277759530278 + }, + { + "train_step": 1014, + "sup_loss": 0.8556296303995673 + }, + { + "train_step": 1015, + "sup_loss": 0.7900429540960118 + }, + { + "train_step": 1016, + "sup_loss": 0.7762837722919828 + }, + { + "train_step": 1017, + "sup_loss": 0.8010753754251568 + }, + { + "train_step": 1018, + "sup_loss": 0.79847403697003 + }, + { + "train_step": 1019, + "sup_loss": 0.8422444635545006 + }, + { + "train_step": 1020, + "sup_loss": 0.815765467127023 + }, + { + "train_step": 1021, + "sup_loss": 0.7187787319703042 + }, + { + "train_step": 1022, + "sup_loss": 0.7538231322675002 + }, + { + "train_step": 1023, + "sup_loss": 0.8011414708672432 + }, + { + "train_step": 1024, + "sup_loss": 0.7730733895431455 + }, + { + "train_step": 1025, + "sup_loss": 0.7017118268422947 + }, + { + "train_step": 1026, + "sup_loss": 0.8774326942054166 + }, + { + "train_step": 1027, + "sup_loss": 0.8339802666982018 + }, + { + "train_step": 1028, + "sup_loss": 0.7750660123365409 + }, + { + "train_step": 1029, + "sup_loss": 0.9212346714367673 + }, + { + "train_step": 1030, + "sup_loss": 0.7954932407701738 + }, + { + "train_step": 1031, + "sup_loss": 0.6171749594396284 + }, + { + "train_step": 1032, + "sup_loss": 0.8250824830375543 + }, + { + "train_step": 1033, + "sup_loss": 0.8267883651131437 + }, + { + "train_step": 1034, + "sup_loss": 0.8547102474894538 + }, + { + "train_step": 1035, + "sup_loss": 0.8050273966334152 + }, + { + "train_step": 1036, + "sup_loss": 0.7949718580379116 + }, + { + "train_step": 1037, + "sup_loss": 0.7805948574800692 + }, + { + "train_step": 1038, + "sup_loss": 0.7408887618956234 + }, + { + "train_step": 1039, + "sup_loss": 0.8502540001571611 + }, + { + "train_step": 1040, + "sup_loss": 0.7833411270846272 + }, + { + "train_step": 1041, + "sup_loss": 0.8311984736114354 + }, + { + "train_step": 1042, + "sup_loss": 0.8783734300496756 + }, + { + "train_step": 1043, + "sup_loss": 0.9397666506814921 + }, + { + "train_step": 1044, + "sup_loss": 0.7887726452551184 + }, + { + "train_step": 1045, + "sup_loss": 0.773723732686723 + }, + { + "train_step": 1046, + "sup_loss": 0.7717846946027399 + }, + { + "train_step": 1047, + "sup_loss": 0.768728763967189 + }, + { + "train_step": 1048, + "sup_loss": 0.7119698380626157 + }, + { + "train_step": 1049, + "sup_loss": 0.7986750524450233 + }, + { + "train_step": 1050, + "sup_loss": 0.929679944859654 + }, + { + "train_step": 1051, + "sup_loss": 0.7993102816147146 + }, + { + "train_step": 1052, + "sup_loss": 0.6607670855607229 + }, + { + "train_step": 1053, + "sup_loss": 0.845832036104432 + }, + { + "train_step": 1054, + "sup_loss": 0.720354526985934 + }, + { + "train_step": 1055, + "sup_loss": 0.8009332821583568 + }, + { + "train_step": 1056, + "sup_loss": 0.9311605133489395 + }, + { + "train_step": 1057, + "sup_loss": 0.8894156917755563 + }, + { + "train_step": 1058, + "sup_loss": 0.7604194272038681 + }, + { + "train_step": 1059, + "sup_loss": 0.8143046232626855 + }, + { + "train_step": 1060, + "sup_loss": 0.8459134866324044 + }, + { + "train_step": 1061, + "sup_loss": 0.7046048622277477 + }, + { + "train_step": 1062, + "sup_loss": 0.8311601222406014 + }, + { + "train_step": 1063, + "sup_loss": 0.7969459635772831 + }, + { + "train_step": 1064, + "sup_loss": 0.9450494422054464 + }, + { + "train_step": 1065, + "sup_loss": 0.6012468433820558 + }, + { + "train_step": 1066, + "sup_loss": 0.8304245096989661 + }, + { + "train_step": 1067, + "sup_loss": 0.893099311537563 + }, + { + "train_step": 1068, + "sup_loss": 0.8472201875783689 + }, + { + "train_step": 1069, + "sup_loss": 0.7058953678362062 + }, + { + "train_step": 1070, + "sup_loss": 0.8599020020823192 + }, + { + "train_step": 1071, + "sup_loss": 0.7951368720288963 + }, + { + "train_step": 1072, + "sup_loss": 0.8049493786703332 + }, + { + "train_step": 1073, + "sup_loss": 0.7761220173388168 + }, + { + "train_step": 1074, + "sup_loss": 0.8010446607847209 + }, + { + "train_step": 1075, + "sup_loss": 0.9037863133251536 + }, + { + "train_step": 1076, + "sup_loss": 0.7799811051146364 + }, + { + "train_step": 1077, + "sup_loss": 0.9179288710657845 + }, + { + "train_step": 1078, + "sup_loss": 0.7307918155744096 + }, + { + "train_step": 1079, + "sup_loss": 0.8184597645010682 + }, + { + "train_step": 1080, + "sup_loss": 0.7242361710152184 + }, + { + "train_step": 1081, + "sup_loss": 0.8353493051389246 + }, + { + "train_step": 1082, + "sup_loss": 0.7310574578390763 + }, + { + "train_step": 1083, + "sup_loss": 0.8198620432412693 + }, + { + "train_step": 1084, + "sup_loss": 0.7002346802773308 + }, + { + "train_step": 1085, + "sup_loss": 0.776956773821651 + }, + { + "train_step": 1086, + "sup_loss": 0.7926966258974844 + }, + { + "train_step": 1087, + "sup_loss": 0.6252906659785668 + }, + { + "train_step": 1088, + "sup_loss": 0.8245467559221366 + }, + { + "train_step": 1089, + "sup_loss": 0.7088084820865537 + }, + { + "train_step": 1090, + "sup_loss": 0.7675772266702025 + }, + { + "train_step": 1091, + "sup_loss": 0.7265902919280604 + }, + { + "train_step": 1092, + "sup_loss": 0.6797434576144545 + }, + { + "train_step": 1093, + "sup_loss": 0.8970696629976663 + }, + { + "train_step": 1094, + "sup_loss": 0.7206602457966468 + }, + { + "train_step": 1095, + "sup_loss": 0.7809144995517526 + }, + { + "train_step": 1096, + "sup_loss": 0.8387283928632512 + }, + { + "train_step": 1097, + "sup_loss": 0.9342549038767591 + }, + { + "train_step": 1098, + "sup_loss": 0.7610613732036265 + }, + { + "train_step": 1099, + "sup_loss": 0.7793404953064781 + }, + { + "train_step": 1100, + "sup_loss": 0.817505332401999 + }, + { + "train_step": 1101, + "sup_loss": 0.6229802911581527 + }, + { + "train_step": 1102, + "sup_loss": 0.7532948172838952 + }, + { + "train_step": 1103, + "sup_loss": 0.7558851944909685 + }, + { + "train_step": 1104, + "sup_loss": 0.6378682245484412 + }, + { + "train_step": 1105, + "sup_loss": 0.9062120861460035 + }, + { + "train_step": 1106, + "sup_loss": 0.722495400684224 + }, + { + "train_step": 1107, + "sup_loss": 0.8262314020549603 + }, + { + "train_step": 1108, + "sup_loss": 0.7981030521363642 + }, + { + "train_step": 1109, + "sup_loss": 0.559721262181228 + }, + { + "train_step": 1110, + "sup_loss": 0.8433801734459947 + }, + { + "train_step": 1111, + "sup_loss": 0.7744645865970734 + }, + { + "train_step": 1112, + "sup_loss": 0.8483460960703165 + }, + { + "train_step": 1113, + "sup_loss": 0.862031207817051 + }, + { + "train_step": 1114, + "sup_loss": 0.7096462825405639 + }, + { + "train_step": 1115, + "sup_loss": 0.4824660703911582 + }, + { + "train_step": 1116, + "sup_loss": 0.7700186614857616 + }, + { + "train_step": 1117, + "sup_loss": 0.8630733436941244 + }, + { + "train_step": 1118, + "sup_loss": 0.7966420422419213 + }, + { + "train_step": 1119, + "sup_loss": 0.7743402293881869 + }, + { + "train_step": 1120, + "sup_loss": 0.6642377947976886 + }, + { + "train_step": 1121, + "sup_loss": 0.6950631283804914 + }, + { + "train_step": 1122, + "sup_loss": 0.7648860927465526 + }, + { + "train_step": 1123, + "sup_loss": 0.8424914794662772 + }, + { + "train_step": 1124, + "sup_loss": 0.8618628471679477 + }, + { + "train_step": 1125, + "sup_loss": 0.630025888349828 + }, + { + "train_step": 1126, + "sup_loss": 0.8339431052226304 + }, + { + "train_step": 1127, + "sup_loss": 0.7481514314128473 + }, + { + "train_step": 1128, + "sup_loss": 0.788742605210062 + }, + { + "train_step": 1129, + "sup_loss": 0.7849182844237415 + }, + { + "train_step": 1130, + "sup_loss": 0.7297792542865705 + }, + { + "train_step": 1131, + "sup_loss": 0.5880685819617324 + }, + { + "train_step": 1132, + "sup_loss": 0.811526112561438 + }, + { + "train_step": 1133, + "sup_loss": 0.7515554014488629 + }, + { + "train_step": 1134, + "sup_loss": 0.641570870450667 + }, + { + "train_step": 1135, + "sup_loss": 0.5361752003767979 + }, + { + "train_step": 1136, + "sup_loss": 0.7748399983816499 + }, + { + "train_step": 1137, + "sup_loss": 0.861020206335342 + }, + { + "train_step": 1138, + "sup_loss": 0.8093834299007148 + }, + { + "train_step": 1139, + "sup_loss": 0.7931104585317371 + }, + { + "train_step": 1140, + "sup_loss": 0.7717088060931638 + }, + { + "train_step": 1141, + "sup_loss": 0.7924096970233978 + }, + { + "train_step": 1142, + "sup_loss": 0.7867625874135761 + }, + { + "train_step": 1143, + "sup_loss": 0.7576694654200136 + }, + { + "train_step": 1144, + "sup_loss": 0.7753152357768853 + }, + { + "train_step": 1145, + "sup_loss": 0.8198597731163405 + }, + { + "train_step": 1146, + "sup_loss": 0.5751115006934296 + }, + { + "train_step": 1147, + "sup_loss": 0.8186827334071098 + }, + { + "train_step": 1148, + "sup_loss": 0.7362725508134433 + }, + { + "train_step": 1149, + "sup_loss": 0.7820112217785887 + }, + { + "train_step": 1150, + "sup_loss": 0.7842933491878128 + }, + { + "train_step": 1151, + "sup_loss": 0.7366740666013228 + }, + { + "train_step": 1152, + "sup_loss": 0.852388594119064 + }, + { + "train_step": 1153, + "sup_loss": 0.8447805222942351 + }, + { + "train_step": 1154, + "sup_loss": 0.6680589254630314 + }, + { + "train_step": 1155, + "sup_loss": 0.6770543318897787 + }, + { + "train_step": 1156, + "sup_loss": 0.8185077968108402 + }, + { + "train_step": 1157, + "sup_loss": 0.8077099269608023 + }, + { + "train_step": 1158, + "sup_loss": 0.7786935621708817 + }, + { + "train_step": 1159, + "sup_loss": 0.717190132677354 + }, + { + "train_step": 1160, + "sup_loss": 0.7188253908313625 + }, + { + "train_step": 1161, + "sup_loss": 0.83068100650553 + }, + { + "train_step": 1162, + "sup_loss": 0.8416443499719315 + }, + { + "train_step": 1163, + "sup_loss": 0.8849376369219623 + }, + { + "train_step": 1164, + "sup_loss": 0.7424544107764393 + }, + { + "train_step": 1165, + "sup_loss": 0.8091105264384192 + }, + { + "train_step": 1166, + "sup_loss": 0.860697996606353 + }, + { + "train_step": 1167, + "sup_loss": 0.8171795642577625 + }, + { + "train_step": 1168, + "sup_loss": 0.6448250218285865 + }, + { + "train_step": 1169, + "sup_loss": 0.8275130758662456 + }, + { + "train_step": 1170, + "sup_loss": 0.8685497392406627 + }, + { + "train_step": 1171, + "sup_loss": 0.8279774600432799 + }, + { + "train_step": 1172, + "sup_loss": 0.7548824210740863 + }, + { + "train_step": 1173, + "sup_loss": 0.7360282552670331 + }, + { + "train_step": 1174, + "sup_loss": 0.8632361846290209 + }, + { + "train_step": 1175, + "sup_loss": 0.7237600012765913 + }, + { + "train_step": 1176, + "sup_loss": 0.5398125908520116 + }, + { + "train_step": 1177, + "sup_loss": 0.8208404026742143 + }, + { + "train_step": 1178, + "sup_loss": 0.8784355711524005 + }, + { + "train_step": 1179, + "sup_loss": 0.7922017864254673 + }, + { + "train_step": 1180, + "sup_loss": 0.8059910922624856 + }, + { + "train_step": 1181, + "sup_loss": 0.7353973712193675 + }, + { + "train_step": 1182, + "sup_loss": 0.6978950973097496 + }, + { + "train_step": 1183, + "sup_loss": 0.6617608480585463 + }, + { + "train_step": 1184, + "sup_loss": 0.6614088754820201 + }, + { + "train_step": 1185, + "sup_loss": 0.608794133733235 + }, + { + "train_step": 1186, + "sup_loss": 0.7388747112695477 + }, + { + "train_step": 1187, + "sup_loss": 0.8862447854924016 + }, + { + "train_step": 1188, + "sup_loss": 0.8765717300466016 + }, + { + "train_step": 1189, + "sup_loss": 0.6927202648131189 + }, + { + "train_step": 1190, + "sup_loss": 0.8096678535539095 + }, + { + "train_step": 1191, + "sup_loss": 0.8404626450388326 + }, + { + "train_step": 1192, + "sup_loss": 0.7428342720584096 + }, + { + "train_step": 1193, + "sup_loss": 0.7863030285014158 + }, + { + "train_step": 1194, + "sup_loss": 0.790079987850952 + }, + { + "train_step": 1195, + "sup_loss": 0.7711698928633133 + }, + { + "train_step": 1196, + "sup_loss": 0.6934253584639591 + }, + { + "train_step": 1197, + "sup_loss": 0.8553079842811302 + }, + { + "train_step": 1198, + "sup_loss": 0.8443589465937529 + }, + { + "train_step": 1199, + "sup_loss": 0.7572982617217487 + }, + { + "train_step": 1200, + "sup_loss": 0.8132041901150867 + }, + { + "train_step": 1201, + "sup_loss": 0.8207263968226052 + }, + { + "train_step": 1202, + "sup_loss": 0.8400992017419464 + }, + { + "train_step": 1203, + "sup_loss": 0.7894675448118413 + }, + { + "train_step": 1204, + "sup_loss": 0.7832843799935656 + }, + { + "train_step": 1205, + "sup_loss": 0.6996188930501599 + }, + { + "train_step": 1206, + "sup_loss": 0.8167160080788959 + }, + { + "train_step": 1207, + "sup_loss": 0.8390511871474934 + }, + { + "train_step": 1208, + "sup_loss": 0.7794978819269168 + }, + { + "train_step": 1209, + "sup_loss": 0.7567092205495842 + }, + { + "train_step": 1210, + "sup_loss": 0.5696740874683918 + }, + { + "train_step": 1211, + "sup_loss": 0.7503395175171105 + }, + { + "train_step": 1212, + "sup_loss": 0.8401664206613731 + }, + { + "train_step": 1213, + "sup_loss": 0.6409839499474359 + }, + { + "train_step": 1214, + "sup_loss": 0.6591210775308489 + }, + { + "train_step": 1215, + "sup_loss": 0.8240268739307881 + }, + { + "train_step": 1216, + "sup_loss": 0.7574689703138662 + }, + { + "train_step": 1217, + "sup_loss": 0.7997817160532185 + }, + { + "train_step": 1218, + "sup_loss": 0.8181671371354041 + }, + { + "train_step": 1219, + "sup_loss": 0.8454030653250372 + }, + { + "train_step": 1220, + "sup_loss": 0.7662909563426569 + }, + { + "train_step": 1221, + "sup_loss": 1.0280246018063586 + }, + { + "train_step": 1222, + "sup_loss": 0.8162271326304374 + }, + { + "train_step": 1223, + "sup_loss": 0.6576173879984476 + }, + { + "train_step": 1224, + "sup_loss": 0.7308906148628131 + }, + { + "train_step": 1225, + "sup_loss": 0.7421089867818388 + }, + { + "train_step": 1226, + "sup_loss": 0.7240763604834063 + }, + { + "train_step": 1227, + "sup_loss": 0.7418090543103188 + }, + { + "train_step": 1228, + "sup_loss": 0.8123159116050425 + }, + { + "train_step": 1229, + "sup_loss": 0.7307718217334447 + }, + { + "train_step": 1230, + "sup_loss": 0.8088247627102391 + }, + { + "train_step": 1231, + "sup_loss": 0.7986345002390557 + }, + { + "train_step": 1232, + "sup_loss": 0.5697214343422589 + }, + { + "train_step": 1233, + "sup_loss": 0.7503892764812695 + }, + { + "train_step": 1234, + "sup_loss": 0.695365156678461 + }, + { + "train_step": 1235, + "sup_loss": 0.7768723676474847 + }, + { + "train_step": 1236, + "sup_loss": 0.863496866731785 + }, + { + "train_step": 1237, + "sup_loss": 0.7965367097970825 + }, + { + "train_step": 1238, + "sup_loss": 0.801662429948218 + }, + { + "train_step": 1239, + "sup_loss": 0.6348196822193201 + }, + { + "train_step": 1240, + "sup_loss": 0.7434574769664017 + }, + { + "train_step": 1241, + "sup_loss": 0.8139409902061917 + }, + { + "train_step": 1242, + "sup_loss": 0.7626924549203558 + }, + { + "train_step": 1243, + "sup_loss": 0.7145146983930072 + }, + { + "train_step": 1244, + "sup_loss": 0.8173438836112449 + }, + { + "train_step": 1245, + "sup_loss": 0.6885571930974556 + }, + { + "train_step": 1246, + "sup_loss": 0.6471810899761323 + }, + { + "train_step": 1247, + "sup_loss": 0.7981301099665542 + }, + { + "train_step": 1248, + "sup_loss": 0.849495040848857 + }, + { + "train_step": 1249, + "sup_loss": 0.7121682452712139 + }, + { + "train_step": 1250, + "sup_loss": 0.7252918436827005 + }, + { + "train_step": 1251, + "sup_loss": 0.8331537998927683 + }, + { + "train_step": 1252, + "sup_loss": 0.6196335258537067 + }, + { + "train_step": 1253, + "sup_loss": 0.8032985963864882 + }, + { + "train_step": 1254, + "sup_loss": 0.7229498414901762 + }, + { + "train_step": 1255, + "sup_loss": 0.6761242219204538 + }, + { + "train_step": 1256, + "sup_loss": 0.843678515112027 + }, + { + "train_step": 1257, + "sup_loss": 0.9029409662099959 + }, + { + "train_step": 1258, + "sup_loss": 0.900685003296942 + }, + { + "train_step": 1259, + "sup_loss": 0.7303969240501992 + }, + { + "train_step": 1260, + "sup_loss": 0.8537538403583163 + }, + { + "train_step": 1261, + "sup_loss": 0.8017866755040656 + }, + { + "train_step": 1262, + "sup_loss": 0.7583752945781758 + }, + { + "train_step": 1263, + "sup_loss": 0.7755901612972425 + }, + { + "train_step": 1264, + "sup_loss": 0.8611266718364927 + }, + { + "train_step": 1265, + "sup_loss": 0.8061956609306494 + }, + { + "train_step": 1266, + "sup_loss": 0.799153946577511 + }, + { + "train_step": 1267, + "sup_loss": 0.7579813346681826 + }, + { + "train_step": 1268, + "sup_loss": 0.7970528582678917 + }, + { + "train_step": 1269, + "sup_loss": 0.8158094894350909 + }, + { + "train_step": 1270, + "sup_loss": 0.6491487704432897 + }, + { + "train_step": 1271, + "sup_loss": 0.763121293062989 + }, + { + "train_step": 1272, + "sup_loss": 0.7946159362394815 + }, + { + "train_step": 1273, + "sup_loss": 0.6773162694465894 + }, + { + "train_step": 1274, + "sup_loss": 0.7772173131224758 + }, + { + "train_step": 1275, + "sup_loss": 0.7776007770647223 + }, + { + "train_step": 1276, + "sup_loss": 0.7988777673865287 + }, + { + "train_step": 1277, + "sup_loss": 0.7441368407839429 + }, + { + "train_step": 1278, + "sup_loss": 0.7490291619351068 + }, + { + "train_step": 1279, + "sup_loss": 0.6722369274849866 + }, + { + "train_step": 1280, + "sup_loss": 0.8172033775018929 + }, + { + "train_step": 1281, + "sup_loss": 0.8497795344070966 + }, + { + "train_step": 1282, + "sup_loss": 0.9145326367451988 + }, + { + "train_step": 1283, + "sup_loss": 0.8530884483202331 + }, + { + "train_step": 1284, + "sup_loss": 0.7939789944320457 + }, + { + "train_step": 1285, + "sup_loss": 0.7933728030663997 + }, + { + "train_step": 1286, + "sup_loss": 0.767617179089776 + }, + { + "train_step": 1287, + "sup_loss": 0.7431890114759784 + }, + { + "train_step": 1288, + "sup_loss": 0.6097882090735963 + }, + { + "train_step": 1289, + "sup_loss": 0.7329231474652107 + }, + { + "train_step": 1290, + "sup_loss": 0.6172877898539123 + }, + { + "train_step": 1291, + "sup_loss": 0.8176879597448923 + }, + { + "train_step": 1292, + "sup_loss": 0.7816796608610942 + }, + { + "train_step": 1293, + "sup_loss": 0.7087135566283702 + }, + { + "train_step": 1294, + "sup_loss": 0.8602554841358548 + }, + { + "train_step": 1295, + "sup_loss": 0.7783291125297878 + }, + { + "train_step": 1296, + "sup_loss": 0.7325308004011913 + }, + { + "train_step": 1297, + "sup_loss": 0.8061814057873078 + }, + { + "train_step": 1298, + "sup_loss": 0.7966577664357497 + }, + { + "train_step": 1299, + "sup_loss": 0.7040345474121874 + }, + { + "train_step": 1300, + "sup_loss": 0.8453541952487355 + }, + { + "train_step": 1301, + "sup_loss": 0.7023337198401124 + }, + { + "train_step": 1302, + "sup_loss": 0.7536449596175454 + }, + { + "train_step": 1303, + "sup_loss": 0.7948258846181692 + }, + { + "train_step": 1304, + "sup_loss": 0.6606745230395411 + }, + { + "train_step": 1305, + "sup_loss": 0.7318026566546985 + }, + { + "train_step": 1306, + "sup_loss": 0.8460543490454986 + }, + { + "train_step": 1307, + "sup_loss": 0.7964762956589567 + }, + { + "train_step": 1308, + "sup_loss": 0.7622891661303471 + }, + { + "train_step": 1309, + "sup_loss": 0.7825556238247424 + }, + { + "train_step": 1310, + "sup_loss": 0.7542220866180653 + }, + { + "train_step": 1311, + "sup_loss": 0.7853532845028476 + }, + { + "train_step": 1312, + "sup_loss": 0.7604195525493281 + }, + { + "train_step": 1313, + "sup_loss": 0.8303269162599027 + }, + { + "train_step": 1314, + "sup_loss": 0.7975835242683829 + }, + { + "train_step": 1315, + "sup_loss": 0.7263537770487671 + }, + { + "train_step": 1316, + "sup_loss": 0.824877210162055 + }, + { + "train_step": 1317, + "sup_loss": 0.7732493429976741 + }, + { + "train_step": 1318, + "sup_loss": 0.7181560279321175 + }, + { + "train_step": 1319, + "sup_loss": 0.8139726016882917 + }, + { + "train_step": 1320, + "sup_loss": 0.795368227465485 + }, + { + "train_step": 1321, + "sup_loss": 0.7542935119837132 + }, + { + "train_step": 1322, + "sup_loss": 0.7126340249878067 + }, + { + "train_step": 1323, + "sup_loss": 0.7805826029380297 + }, + { + "train_step": 1324, + "sup_loss": 0.8868173589169223 + }, + { + "train_step": 1325, + "sup_loss": 0.7580771834057977 + }, + { + "train_step": 1326, + "sup_loss": 0.8481942837274408 + }, + { + "train_step": 1327, + "sup_loss": 0.8057854501729061 + }, + { + "train_step": 1328, + "sup_loss": 0.8215807506480161 + }, + { + "train_step": 1329, + "sup_loss": 0.6680883713202774 + }, + { + "train_step": 1330, + "sup_loss": 0.729490942502034 + }, + { + "train_step": 1331, + "sup_loss": 0.9138924063833578 + }, + { + "train_step": 1332, + "sup_loss": 0.74204031347404 + }, + { + "train_step": 1333, + "sup_loss": 0.7517543841516969 + }, + { + "train_step": 1334, + "sup_loss": 0.6911994248837758 + }, + { + "train_step": 1335, + "sup_loss": 0.7735849244414232 + }, + { + "train_step": 1336, + "sup_loss": 0.7538400238307101 + }, + { + "train_step": 1337, + "sup_loss": 0.6546194830030839 + }, + { + "train_step": 1338, + "sup_loss": 0.8292988121669086 + }, + { + "train_step": 1339, + "sup_loss": 0.7469648875523831 + }, + { + "train_step": 1340, + "sup_loss": 0.8742531493287374 + }, + { + "train_step": 1341, + "sup_loss": 0.8098061479701975 + }, + { + "train_step": 1342, + "sup_loss": 0.645457164075316 + }, + { + "train_step": 1343, + "sup_loss": 0.6103632147927918 + }, + { + "train_step": 1344, + "sup_loss": 0.8317260999186644 + }, + { + "train_step": 1345, + "sup_loss": 0.7720969042846173 + }, + { + "train_step": 1346, + "sup_loss": 0.7192355181687174 + }, + { + "train_step": 1347, + "sup_loss": 0.6741436299694781 + }, + { + "train_step": 1348, + "sup_loss": 0.7748231370118823 + }, + { + "train_step": 1349, + "sup_loss": 0.7625155562470107 + }, + { + "train_step": 1350, + "sup_loss": 0.6576406360807885 + }, + { + "train_step": 1351, + "sup_loss": 0.8690869861353626 + }, + { + "train_step": 1352, + "sup_loss": 0.7584129321990929 + }, + { + "train_step": 1353, + "sup_loss": 0.8982043895573761 + }, + { + "train_step": 1354, + "sup_loss": 0.7336219277285886 + }, + { + "train_step": 1355, + "sup_loss": 0.7699403862991655 + }, + { + "train_step": 1356, + "sup_loss": 0.8591344248983604 + }, + { + "train_step": 1357, + "sup_loss": 0.7698354890354531 + }, + { + "train_step": 1358, + "sup_loss": 0.7287184851159259 + }, + { + "train_step": 1359, + "sup_loss": 0.7550196499671973 + }, + { + "train_step": 1360, + "sup_loss": 0.8152387310469977 + }, + { + "train_step": 1361, + "sup_loss": 0.897909061258981 + }, + { + "train_step": 1362, + "sup_loss": 0.6476453613975707 + }, + { + "train_step": 1363, + "sup_loss": 0.8496318376916656 + }, + { + "train_step": 1364, + "sup_loss": 0.7366227148219513 + }, + { + "train_step": 1365, + "sup_loss": 0.7325467533007103 + }, + { + "train_step": 1366, + "sup_loss": 0.6319270996462346 + }, + { + "train_step": 1367, + "sup_loss": 0.7742328643133429 + }, + { + "train_step": 1368, + "sup_loss": 0.7979596863086994 + }, + { + "train_step": 1369, + "sup_loss": 0.8318289279513443 + }, + { + "train_step": 1370, + "sup_loss": 0.7848217486131789 + }, + { + "train_step": 1371, + "sup_loss": 0.9194386077635304 + }, + { + "train_step": 1372, + "sup_loss": 0.7857741096760086 + }, + { + "train_step": 1373, + "sup_loss": 0.5740577723266236 + }, + { + "train_step": 1374, + "sup_loss": 0.7214296067742749 + }, + { + "train_step": 1375, + "sup_loss": 0.8764158077162975 + }, + { + "train_step": 1376, + "sup_loss": 0.5879692852508666 + }, + { + "train_step": 1377, + "sup_loss": 0.6800965413582681 + }, + { + "train_step": 1378, + "sup_loss": 0.8338268098982126 + }, + { + "train_step": 1379, + "sup_loss": 0.7967988517761588 + }, + { + "train_step": 1380, + "sup_loss": 0.8796071840154861 + }, + { + "train_step": 1381, + "sup_loss": 0.8047132411733189 + }, + { + "train_step": 1382, + "sup_loss": 0.8102823458623476 + }, + { + "train_step": 1383, + "sup_loss": 0.8461036680769789 + }, + { + "train_step": 1384, + "sup_loss": 0.7873607118088979 + }, + { + "train_step": 1385, + "sup_loss": 0.8303649146648724 + }, + { + "train_step": 1386, + "sup_loss": 0.7763014612047822 + }, + { + "train_step": 1387, + "sup_loss": 0.79809026228997 + }, + { + "train_step": 1388, + "sup_loss": 0.8307809495072651 + }, + { + "train_step": 1389, + "sup_loss": 0.667933176651014 + }, + { + "train_step": 1390, + "sup_loss": 0.8183974290514675 + }, + { + "train_step": 1391, + "sup_loss": 0.7845254205708129 + }, + { + "train_step": 1392, + "sup_loss": 0.7790848600181904 + }, + { + "train_step": 1393, + "sup_loss": 0.7325096514030431 + }, + { + "train_step": 1394, + "sup_loss": 0.7196139266862707 + }, + { + "train_step": 1395, + "sup_loss": 0.737825077112381 + }, + { + "train_step": 1396, + "sup_loss": 0.8724934602467106 + }, + { + "train_step": 1397, + "sup_loss": 0.7010918370404879 + }, + { + "train_step": 1398, + "sup_loss": 0.8089636957109799 + }, + { + "train_step": 1399, + "sup_loss": 0.8120882252970947 + }, + { + "train_step": 1400, + "sup_loss": 0.7506609964015466 + }, + { + "train_step": 1401, + "sup_loss": 0.7626907045438607 + }, + { + "train_step": 1402, + "sup_loss": 0.8183340393081824 + }, + { + "train_step": 1403, + "sup_loss": 0.800156874373088 + }, + { + "train_step": 1404, + "sup_loss": 0.8862577053119413 + }, + { + "train_step": 1405, + "sup_loss": 0.8628716456059523 + }, + { + "train_step": 1406, + "sup_loss": 0.797414415108259 + }, + { + "train_step": 1407, + "sup_loss": 0.8688357775483873 + }, + { + "train_step": 1408, + "sup_loss": 0.7039176933379157 + }, + { + "train_step": 1409, + "sup_loss": 0.5590296239592701 + }, + { + "train_step": 1410, + "sup_loss": 0.835984533870662 + }, + { + "train_step": 1411, + "sup_loss": 0.6731696274339398 + }, + { + "train_step": 1412, + "sup_loss": 0.8390333771601671 + }, + { + "train_step": 1413, + "sup_loss": 0.6936869059380519 + }, + { + "train_step": 1414, + "sup_loss": 0.5826037049508548 + }, + { + "train_step": 1415, + "sup_loss": 0.773207150757086 + }, + { + "train_step": 1416, + "sup_loss": 0.6934529038105391 + }, + { + "train_step": 1417, + "sup_loss": 0.6315483680117056 + }, + { + "train_step": 1418, + "sup_loss": 0.8297476389723916 + }, + { + "train_step": 1419, + "sup_loss": 0.7633649644132041 + }, + { + "train_step": 1420, + "sup_loss": 0.6914252424227803 + }, + { + "train_step": 1421, + "sup_loss": 0.8077717310341286 + }, + { + "train_step": 1422, + "sup_loss": 0.9316884041290051 + }, + { + "train_step": 1423, + "sup_loss": 0.79215856867066 + }, + { + "train_step": 1424, + "sup_loss": 0.6405792616830802 + }, + { + "train_step": 1425, + "sup_loss": 0.8512393559815842 + }, + { + "train_step": 1426, + "sup_loss": 0.8456478173070084 + }, + { + "train_step": 1427, + "sup_loss": 0.6536327038161776 + }, + { + "train_step": 1428, + "sup_loss": 0.7952906231247889 + }, + { + "train_step": 1429, + "sup_loss": 0.7302859680213531 + }, + { + "train_step": 1430, + "sup_loss": 0.567937912704771 + }, + { + "train_step": 1431, + "sup_loss": 0.6711224598994192 + }, + { + "train_step": 1432, + "sup_loss": 0.8410572553627331 + }, + { + "train_step": 1433, + "sup_loss": 0.5731551487633603 + }, + { + "train_step": 1434, + "sup_loss": 0.7083581164350751 + }, + { + "train_step": 1435, + "sup_loss": 0.7196527610281653 + }, + { + "train_step": 1436, + "sup_loss": 0.8343414046316974 + }, + { + "train_step": 1437, + "sup_loss": 0.7260397155894245 + }, + { + "train_step": 1438, + "sup_loss": 0.6516102236502003 + }, + { + "train_step": 1439, + "sup_loss": 0.8125064958336492 + }, + { + "train_step": 1440, + "sup_loss": 0.8897960568704782 + }, + { + "train_step": 1441, + "sup_loss": 0.8394175160071511 + }, + { + "train_step": 1442, + "sup_loss": 0.6729993634455196 + }, + { + "train_step": 1443, + "sup_loss": 0.7603778552845899 + }, + { + "train_step": 1444, + "sup_loss": 0.8785615411216018 + }, + { + "train_step": 1445, + "sup_loss": 0.8788320579732545 + }, + { + "train_step": 1446, + "sup_loss": 0.6823311410668811 + }, + { + "train_step": 1447, + "sup_loss": 0.6332021758692822 + }, + { + "train_step": 1448, + "sup_loss": 0.7356099799529353 + }, + { + "train_step": 1449, + "sup_loss": 0.8842694929763609 + }, + { + "train_step": 1450, + "sup_loss": 0.818626069450497 + }, + { + "train_step": 1451, + "sup_loss": 0.8513513088467513 + }, + { + "train_step": 1452, + "sup_loss": 0.7946404816128604 + }, + { + "train_step": 1453, + "sup_loss": 0.6875517727247439 + }, + { + "train_step": 1454, + "sup_loss": 0.8063646158925631 + }, + { + "train_step": 1455, + "sup_loss": 0.7156187183493823 + }, + { + "train_step": 1456, + "sup_loss": 0.6360608940328453 + }, + { + "train_step": 1457, + "sup_loss": 0.8362533013702852 + }, + { + "train_step": 1458, + "sup_loss": 0.7290801065411341 + }, + { + "train_step": 1459, + "sup_loss": 0.6696053639900414 + }, + { + "train_step": 1460, + "sup_loss": 0.8298315815797529 + }, + { + "train_step": 1461, + "sup_loss": 0.7850444800397607 + }, + { + "train_step": 1462, + "sup_loss": 0.6324760527676475 + }, + { + "train_step": 1463, + "sup_loss": 0.7154168293815312 + }, + { + "train_step": 1464, + "sup_loss": 0.7475922413548366 + }, + { + "train_step": 1465, + "sup_loss": 0.8234330826504979 + }, + { + "train_step": 1466, + "sup_loss": 0.6014501917259578 + }, + { + "train_step": 1467, + "sup_loss": 0.8045545614325408 + }, + { + "train_step": 1468, + "sup_loss": 0.8647788803711068 + }, + { + "train_step": 1469, + "sup_loss": 0.7834938524821962 + }, + { + "train_step": 1470, + "sup_loss": 0.7269379839631277 + }, + { + "train_step": 1471, + "sup_loss": 0.6448638015345258 + }, + { + "train_step": 1472, + "sup_loss": 0.86079189248689 + }, + { + "train_step": 1473, + "sup_loss": 0.8537071626402233 + }, + { + "train_step": 1474, + "sup_loss": 0.7915600712097737 + }, + { + "train_step": 1475, + "sup_loss": 0.7261206892867297 + }, + { + "train_step": 1476, + "sup_loss": 0.848566875151617 + }, + { + "train_step": 1477, + "sup_loss": 0.6858202435228133 + }, + { + "train_step": 1478, + "sup_loss": 0.6482979720001267 + }, + { + "train_step": 1479, + "sup_loss": 0.570826281080813 + }, + { + "train_step": 1480, + "sup_loss": 0.7384304897208672 + }, + { + "train_step": 1481, + "sup_loss": 0.6385418112175815 + }, + { + "train_step": 1482, + "sup_loss": 0.7285372987041053 + }, + { + "train_step": 1483, + "sup_loss": 0.7776591285041643 + }, + { + "train_step": 1484, + "sup_loss": 0.9031643468132552 + }, + { + "train_step": 1485, + "sup_loss": 0.6978635328438522 + }, + { + "train_step": 1486, + "sup_loss": 0.5962493591325501 + }, + { + "train_step": 1487, + "sup_loss": 0.8745385217373793 + }, + { + "train_step": 1488, + "sup_loss": 0.659300129615472 + }, + { + "train_step": 1489, + "sup_loss": 0.7804539494260688 + }, + { + "train_step": 1490, + "sup_loss": 0.7199621521432769 + }, + { + "train_step": 1491, + "sup_loss": 0.774366976406888 + }, + { + "train_step": 1492, + "sup_loss": 0.8478380326091358 + }, + { + "train_step": 1493, + "sup_loss": 0.6481791060487089 + }, + { + "train_step": 1494, + "sup_loss": 0.48349530862890094 + }, + { + "train_step": 1495, + "sup_loss": 0.7417245066359844 + }, + { + "train_step": 1496, + "sup_loss": 0.7952819140581342 + }, + { + "train_step": 1497, + "sup_loss": 0.869356930652212 + }, + { + "train_step": 1498, + "sup_loss": 0.6736126104643574 + }, + { + "train_step": 1499, + "sup_loss": 0.6496656252890112 + }, + { + "train_step": 1500, + "sup_loss": 0.8442770715184792 + }, + { + "train_step": 1501, + "sup_loss": 0.9080315907526118 + }, + { + "train_step": 1502, + "sup_loss": 0.7943576747439496 + }, + { + "train_step": 1503, + "sup_loss": 0.9913133673521305 + }, + { + "train_step": 1504, + "sup_loss": 0.7421358062020341 + }, + { + "train_step": 1505, + "sup_loss": 0.8142814267313068 + }, + { + "train_step": 1506, + "sup_loss": 0.7553690211706537 + }, + { + "train_step": 1507, + "sup_loss": 0.7731214293381891 + }, + { + "train_step": 1508, + "sup_loss": 0.7203849719887285 + }, + { + "train_step": 1509, + "sup_loss": 0.810135642858512 + }, + { + "train_step": 1510, + "sup_loss": 0.8019068134449592 + }, + { + "train_step": 1511, + "sup_loss": 0.7957733514438203 + }, + { + "train_step": 1512, + "sup_loss": 0.8826810037530695 + }, + { + "train_step": 1513, + "sup_loss": 0.7111077625239055 + }, + { + "train_step": 1514, + "sup_loss": 0.7182319840154794 + }, + { + "train_step": 1515, + "sup_loss": 0.8418378012171047 + }, + { + "train_step": 1516, + "sup_loss": 0.6431465593981623 + }, + { + "train_step": 1517, + "sup_loss": 0.7950828838329301 + }, + { + "train_step": 1518, + "sup_loss": 0.6953441151913572 + }, + { + "train_step": 1519, + "sup_loss": 0.8640709908733157 + }, + { + "train_step": 1520, + "sup_loss": 0.5520014266255797 + }, + { + "train_step": 1521, + "sup_loss": 0.7911210275061333 + }, + { + "train_step": 1522, + "sup_loss": 0.6752154531951281 + }, + { + "train_step": 1523, + "sup_loss": 0.9047995273983246 + }, + { + "train_step": 1524, + "sup_loss": 0.7101470850060729 + }, + { + "train_step": 1525, + "sup_loss": 0.8581430391721429 + }, + { + "train_step": 1526, + "sup_loss": 0.8340376608049317 + }, + { + "train_step": 1527, + "sup_loss": 0.7330707261300842 + }, + { + "train_step": 1528, + "sup_loss": 0.7271589694443124 + }, + { + "train_step": 1529, + "sup_loss": 0.7597212523118735 + }, + { + "train_step": 1530, + "sup_loss": 0.6439755755966119 + }, + { + "train_step": 1531, + "sup_loss": 0.7108079268522473 + }, + { + "train_step": 1532, + "sup_loss": 0.7172561003220222 + }, + { + "train_step": 1533, + "sup_loss": 0.7794378776182178 + }, + { + "train_step": 1534, + "sup_loss": 0.7769547466519232 + }, + { + "train_step": 1535, + "sup_loss": 0.6367103843113515 + }, + { + "train_step": 1536, + "sup_loss": 0.9538663798417208 + }, + { + "train_step": 1537, + "sup_loss": 0.8101413961924456 + }, + { + "train_step": 1538, + "sup_loss": 0.6514525785222434 + }, + { + "train_step": 1539, + "sup_loss": 0.7580387346881524 + }, + { + "train_step": 1540, + "sup_loss": 0.7574940383692322 + }, + { + "train_step": 1541, + "sup_loss": 0.8256328505534343 + }, + { + "train_step": 1542, + "sup_loss": 0.6211100243683921 + }, + { + "train_step": 1543, + "sup_loss": 0.738404327386019 + }, + { + "train_step": 1544, + "sup_loss": 0.523393761466906 + }, + { + "train_step": 1545, + "sup_loss": 0.7355606769108981 + }, + { + "train_step": 1546, + "sup_loss": 0.6047284335048874 + }, + { + "train_step": 1547, + "sup_loss": 0.781460347814386 + }, + { + "train_step": 1548, + "sup_loss": 0.8870898757693331 + }, + { + "train_step": 1549, + "sup_loss": 0.7140654363115908 + }, + { + "train_step": 1550, + "sup_loss": 0.7362178093970548 + }, + { + "train_step": 1551, + "sup_loss": 0.7394185235050766 + }, + { + "train_step": 1552, + "sup_loss": 0.8246748078621763 + }, + { + "train_step": 1553, + "sup_loss": 0.7690393405722284 + }, + { + "train_step": 1554, + "sup_loss": 0.6084344998886093 + }, + { + "train_step": 1555, + "sup_loss": 0.7887484374834598 + }, + { + "train_step": 1556, + "sup_loss": 0.6472548243221823 + }, + { + "train_step": 1557, + "sup_loss": 0.7683435094521375 + }, + { + "train_step": 1558, + "sup_loss": 0.7970788381807893 + }, + { + "train_step": 1559, + "sup_loss": 0.6463567662423695 + }, + { + "train_step": 1560, + "sup_loss": 0.5231856548300722 + }, + { + "train_step": 1561, + "sup_loss": 0.8375846640179141 + }, + { + "train_step": 1562, + "sup_loss": 0.7941445651398644 + }, + { + "train_step": 1563, + "sup_loss": 0.7384025892524295 + }, + { + "train_step": 1564, + "sup_loss": 0.7678882316703209 + }, + { + "train_step": 1565, + "sup_loss": 0.7100202301978412 + }, + { + "train_step": 1566, + "sup_loss": 0.8149561273361607 + }, + { + "train_step": 1567, + "sup_loss": 0.738190741783999 + }, + { + "train_step": 1568, + "sup_loss": 0.6886100758099931 + }, + { + "train_step": 1569, + "sup_loss": 0.8590474459847437 + }, + { + "train_step": 1570, + "sup_loss": 0.5797414357359083 + }, + { + "train_step": 1571, + "sup_loss": 0.7855498872277489 + }, + { + "train_step": 1572, + "sup_loss": 0.8374919682274051 + }, + { + "train_step": 1573, + "sup_loss": 0.882169538070769 + }, + { + "train_step": 1574, + "sup_loss": 0.7277023169994747 + }, + { + "train_step": 1575, + "sup_loss": 0.8028944385015236 + }, + { + "train_step": 1576, + "sup_loss": 0.7016238366627049 + }, + { + "train_step": 1577, + "sup_loss": 0.7695981788036617 + }, + { + "train_step": 1578, + "sup_loss": 0.8172841317022682 + }, + { + "train_step": 1579, + "sup_loss": 0.6793591082233622 + }, + { + "train_step": 1580, + "sup_loss": 0.8232047741082685 + }, + { + "train_step": 1581, + "sup_loss": 0.8355207703798483 + }, + { + "train_step": 1582, + "sup_loss": 0.7430697616959381 + }, + { + "train_step": 1583, + "sup_loss": 0.6820399280457059 + }, + { + "train_step": 1584, + "sup_loss": 0.7463031367751487 + }, + { + "train_step": 1585, + "sup_loss": 0.8012996786876662 + }, + { + "train_step": 1586, + "sup_loss": 0.7988649313261381 + }, + { + "train_step": 1587, + "sup_loss": 0.7238495926567295 + }, + { + "train_step": 1588, + "sup_loss": 0.8308730409086875 + }, + { + "train_step": 1589, + "sup_loss": 0.7631345106975496 + }, + { + "train_step": 1590, + "sup_loss": 0.76626032467798 + }, + { + "train_step": 1591, + "sup_loss": 0.794344006520875 + }, + { + "train_step": 1592, + "sup_loss": 0.7978560226274076 + }, + { + "train_step": 1593, + "sup_loss": 0.7994489325449728 + }, + { + "train_step": 1594, + "sup_loss": 0.7787926634868708 + }, + { + "train_step": 1595, + "sup_loss": 0.8531319472727009 + }, + { + "train_step": 1596, + "sup_loss": 0.6474575635101099 + }, + { + "train_step": 1597, + "sup_loss": 0.5122256225181735 + }, + { + "train_step": 1598, + "sup_loss": 0.8215689857796548 + }, + { + "train_step": 1599, + "sup_loss": 0.757216838249575 + }, + { + "train_step": 1600, + "sup_loss": 0.7497158291809276 + }, + { + "train_step": 1601, + "sup_loss": 0.7863240071740367 + }, + { + "train_step": 1602, + "sup_loss": 0.7093516048998383 + }, + { + "train_step": 1603, + "sup_loss": 0.8203720700823415 + }, + { + "train_step": 1604, + "sup_loss": 0.7997674575952283 + }, + { + "train_step": 1605, + "sup_loss": 0.643095835319542 + }, + { + "train_step": 1606, + "sup_loss": 0.61432541120725 + }, + { + "train_step": 1607, + "sup_loss": 0.7719499585834975 + }, + { + "train_step": 1608, + "sup_loss": 0.8481364080552869 + }, + { + "train_step": 1609, + "sup_loss": 0.8630710274618155 + }, + { + "train_step": 1610, + "sup_loss": 0.670477899611068 + }, + { + "train_step": 1611, + "sup_loss": 0.727103416975325 + }, + { + "train_step": 1612, + "sup_loss": 0.7777278759507024 + }, + { + "train_step": 1613, + "sup_loss": 0.8247157427104678 + }, + { + "train_step": 1614, + "sup_loss": 0.8160092297144343 + }, + { + "train_step": 1615, + "sup_loss": 0.844435829538626 + }, + { + "train_step": 1616, + "sup_loss": 0.7241526242898193 + }, + { + "train_step": 1617, + "sup_loss": 0.602914737187604 + }, + { + "train_step": 1618, + "sup_loss": 0.6323405487424764 + }, + { + "train_step": 1619, + "sup_loss": 0.7376737948721226 + }, + { + "train_step": 1620, + "sup_loss": 0.8556883321768279 + }, + { + "train_step": 1621, + "sup_loss": 0.8395378940681422 + }, + { + "train_step": 1622, + "sup_loss": 0.766001454686658 + }, + { + "train_step": 1623, + "sup_loss": 0.863481385619587 + }, + { + "train_step": 1624, + "sup_loss": 0.7709509716149828 + }, + { + "train_step": 1625, + "sup_loss": 0.598608086209789 + }, + { + "train_step": 1626, + "sup_loss": 0.8696178941354817 + }, + { + "train_step": 1627, + "sup_loss": 0.8027936683984581 + }, + { + "train_step": 1628, + "sup_loss": 0.8568024312818129 + }, + { + "train_step": 1629, + "sup_loss": 0.6798334256435813 + }, + { + "train_step": 1630, + "sup_loss": 0.8765844542545961 + }, + { + "train_step": 1631, + "sup_loss": 0.7095211009726006 + }, + { + "train_step": 1632, + "sup_loss": 0.7692476020063468 + }, + { + "train_step": 1633, + "sup_loss": 0.6213943925192186 + }, + { + "train_step": 1634, + "sup_loss": 0.8359572795430001 + }, + { + "train_step": 1635, + "sup_loss": 0.8551803818025929 + }, + { + "train_step": 1636, + "sup_loss": 0.7463091226258428 + }, + { + "train_step": 1637, + "sup_loss": 0.7176412987991546 + }, + { + "train_step": 1638, + "sup_loss": 0.8136083201620373 + }, + { + "train_step": 1639, + "sup_loss": 0.6357922686296968 + }, + { + "train_step": 1640, + "sup_loss": 0.798063874597116 + }, + { + "train_step": 1641, + "sup_loss": 0.8186921252653341 + }, + { + "train_step": 1642, + "sup_loss": 0.6920465769111693 + }, + { + "train_step": 1643, + "sup_loss": 0.8775183266994202 + }, + { + "train_step": 1644, + "sup_loss": 0.7404591909499055 + }, + { + "train_step": 1645, + "sup_loss": 0.704981336180416 + }, + { + "train_step": 1646, + "sup_loss": 0.734037233599861 + }, + { + "train_step": 1647, + "sup_loss": 0.7662703112166396 + }, + { + "train_step": 1648, + "sup_loss": 0.6386757123326168 + }, + { + "train_step": 1649, + "sup_loss": 0.6055564491291745 + }, + { + "train_step": 1650, + "sup_loss": 0.7131904491496969 + }, + { + "train_step": 1651, + "sup_loss": 0.7651291828716729 + }, + { + "train_step": 1652, + "sup_loss": 0.7677181692227028 + }, + { + "train_step": 1653, + "sup_loss": 0.7018717889315226 + }, + { + "train_step": 1654, + "sup_loss": 0.8381483479230175 + }, + { + "train_step": 1655, + "sup_loss": 0.6385715061009447 + }, + { + "train_step": 1656, + "sup_loss": 0.811172980116017 + }, + { + "train_step": 1657, + "sup_loss": 0.7877312322458099 + }, + { + "train_step": 1658, + "sup_loss": 0.6729327841205537 + }, + { + "train_step": 1659, + "sup_loss": 0.6571783599213644 + }, + { + "train_step": 1660, + "sup_loss": 0.7787611879045464 + }, + { + "train_step": 1661, + "sup_loss": 0.8547004003202742 + }, + { + "train_step": 1662, + "sup_loss": 0.6129938344152744 + }, + { + "train_step": 1663, + "sup_loss": 0.682884148797472 + }, + { + "train_step": 1664, + "sup_loss": 0.8696374205480061 + }, + { + "train_step": 1665, + "sup_loss": 0.7014296264339174 + }, + { + "train_step": 1666, + "sup_loss": 0.8126255677038466 + }, + { + "train_step": 1667, + "sup_loss": 0.9113408370097739 + }, + { + "train_step": 1668, + "sup_loss": 0.7799428084435145 + }, + { + "train_step": 1669, + "sup_loss": 0.7741706737089681 + }, + { + "train_step": 1670, + "sup_loss": 0.6223753119036706 + }, + { + "train_step": 1671, + "sup_loss": 0.9211641498578648 + }, + { + "train_step": 1672, + "sup_loss": 0.8034841256003139 + }, + { + "train_step": 1673, + "sup_loss": 0.8476115372798011 + }, + { + "train_step": 1674, + "sup_loss": 0.8857369233681479 + }, + { + "train_step": 1675, + "sup_loss": 0.4174928352254985 + }, + { + "train_step": 1676, + "sup_loss": 0.8355574188198452 + }, + { + "train_step": 1677, + "sup_loss": 0.8435651858089771 + }, + { + "train_step": 1678, + "sup_loss": 0.6660078442928178 + }, + { + "train_step": 1679, + "sup_loss": 0.7463743747172117 + }, + { + "train_step": 1680, + "sup_loss": 0.7397980392089262 + }, + { + "train_step": 1681, + "sup_loss": 0.7622933761514673 + }, + { + "train_step": 1682, + "sup_loss": 0.7123642881943092 + }, + { + "train_step": 1683, + "sup_loss": 0.5867735864157309 + }, + { + "train_step": 1684, + "sup_loss": 0.7304800115130563 + }, + { + "train_step": 1685, + "sup_loss": 0.6943091364963826 + }, + { + "train_step": 1686, + "sup_loss": 0.7110104195112221 + }, + { + "train_step": 1687, + "sup_loss": 0.6634315987088578 + }, + { + "train_step": 1688, + "sup_loss": 0.6513899045710019 + }, + { + "train_step": 1689, + "sup_loss": 0.6820617136176755 + }, + { + "train_step": 1690, + "sup_loss": 0.6912947339993862 + }, + { + "train_step": 1691, + "sup_loss": 0.6667236103767944 + }, + { + "train_step": 1692, + "sup_loss": 0.7554263180357176 + }, + { + "train_step": 1693, + "sup_loss": 0.5802214101313575 + }, + { + "train_step": 1694, + "sup_loss": 0.4862920788736259 + }, + { + "train_step": 1695, + "sup_loss": 0.7396243184120933 + }, + { + "train_step": 1696, + "sup_loss": 0.7976720420587201 + }, + { + "train_step": 1697, + "sup_loss": 0.6699447187734449 + }, + { + "train_step": 1698, + "sup_loss": 0.7184096514842713 + }, + { + "train_step": 1699, + "sup_loss": 0.7452567218600812 + }, + { + "train_step": 1700, + "sup_loss": 0.8253052459564714 + }, + { + "train_step": 1701, + "sup_loss": 0.712188961049465 + }, + { + "train_step": 1702, + "sup_loss": 0.6730256269544062 + }, + { + "train_step": 1703, + "sup_loss": 0.7810777559359441 + }, + { + "train_step": 1704, + "sup_loss": 0.7039814517067505 + }, + { + "train_step": 1705, + "sup_loss": 0.7561320247505676 + }, + { + "train_step": 1706, + "sup_loss": 0.5743413706756104 + }, + { + "train_step": 1707, + "sup_loss": 0.8515059896934797 + }, + { + "train_step": 1708, + "sup_loss": 0.787557124368813 + }, + { + "train_step": 1709, + "sup_loss": 0.8171245229900737 + }, + { + "train_step": 1710, + "sup_loss": 0.8056790890876654 + }, + { + "train_step": 1711, + "sup_loss": 0.7149264846368807 + }, + { + "train_step": 1712, + "sup_loss": 0.8322974027662363 + }, + { + "train_step": 1713, + "sup_loss": 0.8112080108444344 + }, + { + "train_step": 1714, + "sup_loss": 0.8738390119006071 + }, + { + "train_step": 1715, + "sup_loss": 0.7040033530294174 + }, + { + "train_step": 1716, + "sup_loss": 0.8667118064369954 + }, + { + "train_step": 1717, + "sup_loss": 0.8588952054476917 + }, + { + "train_step": 1718, + "sup_loss": 0.811441680034107 + }, + { + "train_step": 1719, + "sup_loss": 0.7677702412824706 + }, + { + "train_step": 1720, + "sup_loss": 0.7976984305329824 + }, + { + "train_step": 1721, + "sup_loss": 0.7818569354144608 + }, + { + "train_step": 1722, + "sup_loss": 0.7535431811720931 + }, + { + "train_step": 1723, + "sup_loss": 0.6042772209441657 + }, + { + "train_step": 1724, + "sup_loss": 0.7242749568629492 + }, + { + "train_step": 1725, + "sup_loss": 0.6046723565193197 + }, + { + "train_step": 1726, + "sup_loss": 0.8303955671645439 + }, + { + "train_step": 1727, + "sup_loss": 0.7956345906284475 + }, + { + "train_step": 1728, + "sup_loss": 0.6524768235113098 + }, + { + "train_step": 1729, + "sup_loss": 0.7406584735178577 + }, + { + "train_step": 1730, + "sup_loss": 0.7053488629807045 + }, + { + "train_step": 1731, + "sup_loss": 0.5982503959992658 + }, + { + "train_step": 1732, + "sup_loss": 0.7320206507487163 + }, + { + "train_step": 1733, + "sup_loss": 0.6461661038637719 + }, + { + "train_step": 1734, + "sup_loss": 0.6987854726651954 + }, + { + "train_step": 1735, + "sup_loss": 0.7847343863418158 + }, + { + "train_step": 1736, + "sup_loss": 0.766289637312305 + }, + { + "train_step": 1737, + "sup_loss": 0.5876569952872934 + }, + { + "train_step": 1738, + "sup_loss": 0.835844856486711 + }, + { + "train_step": 1739, + "sup_loss": 0.8174331588637785 + }, + { + "train_step": 1740, + "sup_loss": 0.7168932390162339 + }, + { + "train_step": 1741, + "sup_loss": 0.5484490972924054 + }, + { + "train_step": 1742, + "sup_loss": 0.8006448020859214 + }, + { + "train_step": 1743, + "sup_loss": 0.815406385368162 + }, + { + "train_step": 1744, + "sup_loss": 0.7599201662427789 + }, + { + "train_step": 1745, + "sup_loss": 0.7153997050922303 + }, + { + "train_step": 1746, + "sup_loss": 0.8155338616822934 + }, + { + "train_step": 1747, + "sup_loss": 0.8523211598148723 + }, + { + "train_step": 1748, + "sup_loss": 0.6949419254339146 + }, + { + "train_step": 1749, + "sup_loss": 0.6021198600251744 + }, + { + "train_step": 1750, + "sup_loss": 0.7386209863290526 + }, + { + "train_step": 1751, + "sup_loss": 0.7839181994230681 + }, + { + "train_step": 1752, + "sup_loss": 0.5779327714880873 + }, + { + "train_step": 1753, + "sup_loss": 0.7071100245466899 + }, + { + "train_step": 1754, + "sup_loss": 0.587573608907898 + }, + { + "train_step": 1755, + "sup_loss": 0.6906882085251235 + }, + { + "train_step": 1756, + "sup_loss": 0.7442242326504555 + }, + { + "train_step": 1757, + "sup_loss": 0.8084714257577572 + }, + { + "train_step": 1758, + "sup_loss": 0.7522951161904748 + }, + { + "train_step": 1759, + "sup_loss": 0.8595989850001005 + }, + { + "train_step": 1760, + "sup_loss": 0.6594714017152364 + }, + { + "train_step": 1761, + "sup_loss": 0.826989216519677 + }, + { + "train_step": 1762, + "sup_loss": 0.924326207073623 + }, + { + "train_step": 1763, + "sup_loss": 0.6808190194506214 + }, + { + "train_step": 1764, + "sup_loss": 0.7822074762542116 + }, + { + "train_step": 1765, + "sup_loss": 0.8171434937307491 + }, + { + "train_step": 1766, + "sup_loss": 0.6581584389364147 + }, + { + "train_step": 1767, + "sup_loss": 0.8079949430532103 + }, + { + "train_step": 1768, + "sup_loss": 0.8105090986557282 + }, + { + "train_step": 1769, + "sup_loss": 0.7968806081023772 + }, + { + "train_step": 1770, + "sup_loss": 0.8263236875536895 + }, + { + "train_step": 1771, + "sup_loss": 0.7911433057683007 + }, + { + "train_step": 1772, + "sup_loss": 0.7120240692469181 + }, + { + "train_step": 1773, + "sup_loss": 0.6641038389714345 + }, + { + "train_step": 1774, + "sup_loss": 0.7746713173743269 + }, + { + "train_step": 1775, + "sup_loss": 0.7327985385690156 + }, + { + "train_step": 1776, + "sup_loss": 0.7435831187020926 + }, + { + "train_step": 1777, + "sup_loss": 0.7309915447851728 + }, + { + "train_step": 1778, + "sup_loss": 0.8199081134650176 + }, + { + "train_step": 1779, + "sup_loss": 0.6215244637065923 + }, + { + "train_step": 1780, + "sup_loss": 0.8558273366175767 + }, + { + "train_step": 1781, + "sup_loss": 0.6398463204888573 + }, + { + "train_step": 1782, + "sup_loss": 0.8457702521650771 + }, + { + "train_step": 1783, + "sup_loss": 0.785633755816538 + }, + { + "train_step": 1784, + "sup_loss": 0.8695443631742963 + }, + { + "train_step": 1785, + "sup_loss": 0.8612050329296729 + }, + { + "train_step": 1786, + "sup_loss": 0.7879710016815591 + }, + { + "train_step": 1787, + "sup_loss": 0.5538294302742046 + }, + { + "train_step": 1788, + "sup_loss": 0.8259433941317091 + }, + { + "train_step": 1789, + "sup_loss": 0.748628439932997 + }, + { + "train_step": 1790, + "sup_loss": 0.7126406534875493 + }, + { + "train_step": 1791, + "sup_loss": 0.6566373138164702 + }, + { + "train_step": 1792, + "sup_loss": 0.7846629877064778 + }, + { + "train_step": 1793, + "sup_loss": 0.6912514551927842 + }, + { + "train_step": 1794, + "sup_loss": 0.6823226820460557 + }, + { + "train_step": 1795, + "sup_loss": 0.8074863222143628 + }, + { + "train_step": 1796, + "sup_loss": 0.6264894074471925 + }, + { + "train_step": 1797, + "sup_loss": 0.8106156047560369 + }, + { + "train_step": 1798, + "sup_loss": 0.5895679159791928 + }, + { + "train_step": 1799, + "sup_loss": 0.7532247520734379 + }, + { + "train_step": 1800, + "sup_loss": 0.7798955115815296 + }, + { + "train_step": 1801, + "sup_loss": 0.7412948195100788 + }, + { + "train_step": 1802, + "sup_loss": 0.42394887358713484 + }, + { + "train_step": 1803, + "sup_loss": 0.6930837134277881 + }, + { + "train_step": 1804, + "sup_loss": 0.8245890665129191 + }, + { + "train_step": 1805, + "sup_loss": 0.7496980984789309 + }, + { + "train_step": 1806, + "sup_loss": 0.7648001344070978 + }, + { + "train_step": 1807, + "sup_loss": 0.7343797776275445 + }, + { + "train_step": 1808, + "sup_loss": 0.8516241825610272 + }, + { + "train_step": 1809, + "sup_loss": 0.6374047083331882 + }, + { + "train_step": 1810, + "sup_loss": 0.7332304490140034 + }, + { + "train_step": 1811, + "sup_loss": 0.785071973736801 + }, + { + "train_step": 1812, + "sup_loss": 0.8122399006633305 + }, + { + "train_step": 1813, + "sup_loss": 0.720673103873123 + }, + { + "train_step": 1814, + "sup_loss": 0.6285287650166483 + }, + { + "train_step": 1815, + "sup_loss": 0.8486815957018234 + }, + { + "train_step": 1816, + "sup_loss": 0.4583689535101302 + }, + { + "train_step": 1817, + "sup_loss": 0.6741239380188647 + }, + { + "train_step": 1818, + "sup_loss": 0.8009205879654872 + }, + { + "train_step": 1819, + "sup_loss": 0.7321491925396227 + }, + { + "train_step": 1820, + "sup_loss": 0.7221566724720337 + }, + { + "train_step": 1821, + "sup_loss": 0.6588193004616206 + }, + { + "train_step": 1822, + "sup_loss": 0.7819286409205687 + }, + { + "train_step": 1823, + "sup_loss": 0.8359896629352416 + }, + { + "train_step": 1824, + "sup_loss": 0.8580834263767901 + }, + { + "train_step": 1825, + "sup_loss": 0.6544347606175706 + }, + { + "train_step": 1826, + "sup_loss": 0.6600385442635466 + }, + { + "train_step": 1827, + "sup_loss": 0.8245145429172922 + }, + { + "train_step": 1828, + "sup_loss": 0.8830785685387545 + }, + { + "train_step": 1829, + "sup_loss": 0.7957636264730319 + }, + { + "train_step": 1830, + "sup_loss": 0.6211366305137526 + }, + { + "train_step": 1831, + "sup_loss": 0.7135513770723869 + }, + { + "train_step": 1832, + "sup_loss": 0.8192211773004977 + }, + { + "train_step": 1833, + "sup_loss": 0.7673740067639061 + }, + { + "train_step": 1834, + "sup_loss": 0.7877624484136861 + }, + { + "train_step": 1835, + "sup_loss": 0.7933837824583472 + }, + { + "train_step": 1836, + "sup_loss": 0.8552983810632995 + }, + { + "train_step": 1837, + "sup_loss": 0.7646767381674012 + }, + { + "train_step": 1838, + "sup_loss": 0.8183666276506211 + }, + { + "train_step": 1839, + "sup_loss": 0.7643503813972811 + }, + { + "train_step": 1840, + "sup_loss": 0.8342159453521617 + }, + { + "train_step": 1841, + "sup_loss": 0.7853000369819273 + }, + { + "train_step": 1842, + "sup_loss": 0.8253179176853327 + }, + { + "train_step": 1843, + "sup_loss": 0.6363217435234203 + }, + { + "train_step": 1844, + "sup_loss": 0.7947293169015701 + }, + { + "train_step": 1845, + "sup_loss": 0.84007735236922 + }, + { + "train_step": 1846, + "sup_loss": 0.7466163629875691 + }, + { + "train_step": 1847, + "sup_loss": 0.7877395515708013 + }, + { + "train_step": 1848, + "sup_loss": 0.8100711030388366 + }, + { + "train_step": 1849, + "sup_loss": 0.6560121715926072 + }, + { + "train_step": 1850, + "sup_loss": 0.6770569312176294 + }, + { + "train_step": 1851, + "sup_loss": 0.6535656485577673 + }, + { + "train_step": 1852, + "sup_loss": 0.608636030247072 + }, + { + "train_step": 1853, + "sup_loss": 0.8731387949184203 + }, + { + "train_step": 1854, + "sup_loss": 0.6944891650444158 + }, + { + "train_step": 1855, + "sup_loss": 0.5027564442246629 + }, + { + "train_step": 1856, + "sup_loss": 0.8291986344605737 + }, + { + "train_step": 1857, + "sup_loss": 0.6235001593718353 + }, + { + "train_step": 1858, + "sup_loss": 0.6961684572224044 + }, + { + "train_step": 1859, + "sup_loss": 0.5010438508729085 + }, + { + "train_step": 1860, + "sup_loss": 0.7012667941735078 + }, + { + "train_step": 1861, + "sup_loss": 0.6736550257932614 + }, + { + "train_step": 1862, + "sup_loss": 0.6957706988457297 + }, + { + "train_step": 1863, + "sup_loss": 0.7765225705951246 + }, + { + "train_step": 1864, + "sup_loss": 0.775714845723766 + }, + { + "train_step": 1865, + "sup_loss": 0.8021442041485602 + }, + { + "train_step": 1866, + "sup_loss": 0.807424535249447 + }, + { + "train_step": 1867, + "sup_loss": 0.8761055393142041 + }, + { + "train_step": 1868, + "sup_loss": 0.7772760470031541 + }, + { + "train_step": 1869, + "sup_loss": 0.8411810486303424 + }, + { + "train_step": 1870, + "sup_loss": 0.7033209808571516 + }, + { + "train_step": 1871, + "sup_loss": 0.7637200927387013 + }, + { + "train_step": 1872, + "sup_loss": 0.7948548066158566 + }, + { + "train_step": 1873, + "sup_loss": 0.7486487583668102 + }, + { + "train_step": 1874, + "sup_loss": 0.8072324078918316 + }, + { + "train_step": 1875, + "sup_loss": 0.7019922848991528 + }, + { + "train_step": 1876, + "sup_loss": 0.5521627910606168 + }, + { + "train_step": 1877, + "sup_loss": 0.7434111868360836 + }, + { + "train_step": 1878, + "sup_loss": 0.7484797663994371 + }, + { + "train_step": 1879, + "sup_loss": 0.5012805714731795 + }, + { + "train_step": 1880, + "sup_loss": 0.5772209430771695 + }, + { + "train_step": 1881, + "sup_loss": 0.8205630526750284 + }, + { + "train_step": 1882, + "sup_loss": 0.8205757746681678 + }, + { + "train_step": 1883, + "sup_loss": 0.8781527321434991 + }, + { + "train_step": 1884, + "sup_loss": 0.7107999160646857 + }, + { + "train_step": 1885, + "sup_loss": 0.817479515603212 + }, + { + "train_step": 1886, + "sup_loss": 0.7534266117057691 + }, + { + "train_step": 1887, + "sup_loss": 0.7821506372038901 + }, + { + "train_step": 1888, + "sup_loss": 0.6014610144822676 + }, + { + "train_step": 1889, + "sup_loss": 0.6130491658013598 + }, + { + "train_step": 1890, + "sup_loss": 0.6723778559014812 + }, + { + "train_step": 1891, + "sup_loss": 0.5335072927542157 + }, + { + "train_step": 1892, + "sup_loss": 0.7749692554098436 + }, + { + "train_step": 1893, + "sup_loss": 0.6989857417371168 + }, + { + "train_step": 1894, + "sup_loss": 0.7136175973310244 + }, + { + "train_step": 1895, + "sup_loss": 0.7269985564153099 + }, + { + "train_step": 1896, + "sup_loss": 0.7460803337600757 + }, + { + "train_step": 1897, + "sup_loss": 0.6477752983798417 + }, + { + "train_step": 1898, + "sup_loss": 0.779842548613836 + }, + { + "train_step": 1899, + "sup_loss": 0.863611204539329 + }, + { + "train_step": 1900, + "sup_loss": 0.7324274149294454 + }, + { + "train_step": 1901, + "sup_loss": 0.6873064265189359 + }, + { + "train_step": 1902, + "sup_loss": 0.7925602335833202 + }, + { + "train_step": 1903, + "sup_loss": 0.7418444713453147 + }, + { + "train_step": 1904, + "sup_loss": 0.6909591853440591 + }, + { + "train_step": 1905, + "sup_loss": 0.8150658032260487 + }, + { + "train_step": 1906, + "sup_loss": 0.7434905907785292 + }, + { + "train_step": 1907, + "sup_loss": 0.8019335339662702 + }, + { + "train_step": 1908, + "sup_loss": 0.6953384922387402 + }, + { + "train_step": 1909, + "sup_loss": 0.7670171072654106 + }, + { + "train_step": 1910, + "sup_loss": 0.6802005529938412 + }, + { + "train_step": 1911, + "sup_loss": 0.8427073951985061 + }, + { + "train_step": 1912, + "sup_loss": 0.8116939915313641 + }, + { + "train_step": 1913, + "sup_loss": 0.7605548771332944 + }, + { + "train_step": 1914, + "sup_loss": 0.7566699685940511 + }, + { + "train_step": 1915, + "sup_loss": 0.6866561244985107 + }, + { + "train_step": 1916, + "sup_loss": 0.7634699517035362 + }, + { + "train_step": 1917, + "sup_loss": 0.7831503735487393 + }, + { + "train_step": 1918, + "sup_loss": 0.7618781250550646 + }, + { + "train_step": 1919, + "sup_loss": 0.7351500344975583 + }, + { + "train_step": 1920, + "sup_loss": 0.7155319883407198 + }, + { + "train_step": 1921, + "sup_loss": 0.6431060902589387 + }, + { + "train_step": 1922, + "sup_loss": 0.825733677762309 + }, + { + "train_step": 1923, + "sup_loss": 0.65481056618045 + }, + { + "train_step": 1924, + "sup_loss": 0.6931535839400648 + }, + { + "train_step": 1925, + "sup_loss": 0.6598586482722968 + }, + { + "train_step": 1926, + "sup_loss": 0.7211456245356374 + }, + { + "train_step": 1927, + "sup_loss": 0.5918248119960202 + }, + { + "train_step": 1928, + "sup_loss": 0.6779360321261549 + }, + { + "train_step": 1929, + "sup_loss": 0.8023498447801508 + }, + { + "train_step": 1930, + "sup_loss": 0.6205184542517388 + }, + { + "train_step": 1931, + "sup_loss": 0.7704799895987565 + }, + { + "train_step": 1932, + "sup_loss": 0.7772061472204591 + }, + { + "train_step": 1933, + "sup_loss": 0.6618072130788974 + }, + { + "train_step": 1934, + "sup_loss": 0.6879001439838742 + }, + { + "train_step": 1935, + "sup_loss": 0.576350855728998 + }, + { + "train_step": 1936, + "sup_loss": 0.7361057447628461 + }, + { + "train_step": 1937, + "sup_loss": 0.6942277941941666 + }, + { + "train_step": 1938, + "sup_loss": 0.8231479461317435 + }, + { + "train_step": 1939, + "sup_loss": 0.6392128625678584 + }, + { + "train_step": 1940, + "sup_loss": 0.834059171861129 + }, + { + "train_step": 1941, + "sup_loss": 0.8096122370469728 + }, + { + "train_step": 1942, + "sup_loss": 0.7809031576432328 + }, + { + "train_step": 1943, + "sup_loss": 0.6874234689536548 + }, + { + "train_step": 1944, + "sup_loss": 0.6682132793901492 + }, + { + "train_step": 1945, + "sup_loss": 0.8167891287202337 + }, + { + "train_step": 1946, + "sup_loss": 0.7673868013341223 + }, + { + "train_step": 1947, + "sup_loss": 0.6970684854441305 + }, + { + "train_step": 1948, + "sup_loss": 0.5593169334173274 + }, + { + "train_step": 1949, + "sup_loss": 0.7794021466454268 + }, + { + "train_step": 1950, + "sup_loss": 0.6535575492397934 + }, + { + "train_step": 1951, + "sup_loss": 0.8262166792908505 + }, + { + "train_step": 1952, + "sup_loss": 0.39632075876867534 + }, + { + "train_step": 1953, + "sup_loss": 0.8248208348585815 + }, + { + "train_step": 1954, + "sup_loss": 0.5907947091033919 + }, + { + "train_step": 1955, + "sup_loss": 0.6951581807845741 + }, + { + "train_step": 1956, + "sup_loss": 0.45298658369926553 + }, + { + "train_step": 1957, + "sup_loss": 0.6620066506018676 + }, + { + "train_step": 1958, + "sup_loss": 0.8503788572511454 + }, + { + "train_step": 1959, + "sup_loss": 0.7196989130843086 + }, + { + "train_step": 1960, + "sup_loss": 0.7765209446491663 + }, + { + "train_step": 1961, + "sup_loss": 0.6388797825820375 + }, + { + "train_step": 1962, + "sup_loss": 0.676996466909372 + }, + { + "train_step": 1963, + "sup_loss": 0.5783437833368944 + }, + { + "train_step": 1964, + "sup_loss": 0.8024303596343668 + }, + { + "train_step": 1965, + "sup_loss": 0.7156922177631493 + }, + { + "train_step": 1966, + "sup_loss": 0.7511383878538527 + }, + { + "train_step": 1967, + "sup_loss": 0.5052438766089425 + }, + { + "train_step": 1968, + "sup_loss": 0.7364921840709712 + }, + { + "train_step": 1969, + "sup_loss": 0.7485958389636265 + }, + { + "train_step": 1970, + "sup_loss": 0.8447460079754439 + }, + { + "train_step": 1971, + "sup_loss": 0.7437780761972865 + }, + { + "train_step": 1972, + "sup_loss": 0.7790505389692611 + }, + { + "train_step": 1973, + "sup_loss": 0.6675585686485843 + }, + { + "train_step": 1974, + "sup_loss": 0.7887100057648154 + }, + { + "train_step": 1975, + "sup_loss": 0.8801180788238938 + }, + { + "train_step": 1976, + "sup_loss": 0.7386547516475582 + }, + { + "train_step": 1977, + "sup_loss": 0.6360009885163049 + }, + { + "train_step": 1978, + "sup_loss": 0.6363639754879589 + }, + { + "train_step": 1979, + "sup_loss": 0.6787714957642494 + }, + { + "train_step": 1980, + "sup_loss": 0.5961648478465106 + }, + { + "train_step": 1981, + "sup_loss": 0.8138224084421259 + }, + { + "train_step": 1982, + "sup_loss": 0.6649552225065546 + }, + { + "train_step": 1983, + "sup_loss": 0.7570400034909948 + }, + { + "train_step": 1984, + "sup_loss": 0.8005069012346482 + }, + { + "train_step": 1985, + "sup_loss": 0.8702605679002039 + }, + { + "train_step": 1986, + "sup_loss": 0.6144045418217907 + }, + { + "train_step": 1987, + "sup_loss": 0.8403463227497282 + }, + { + "train_step": 1988, + "sup_loss": 0.5331124063682268 + }, + { + "train_step": 1989, + "sup_loss": 0.5250654999082879 + }, + { + "train_step": 1990, + "sup_loss": 0.8138539755874028 + }, + { + "train_step": 1991, + "sup_loss": 0.6625727839219258 + }, + { + "train_step": 1992, + "sup_loss": 0.7860170394607088 + }, + { + "train_step": 1993, + "sup_loss": 0.7162680742282063 + }, + { + "train_step": 1994, + "sup_loss": 0.9276481907812231 + }, + { + "train_step": 1995, + "sup_loss": 0.8393225254111195 + }, + { + "train_step": 1996, + "sup_loss": 0.7557979096633238 + }, + { + "train_step": 1997, + "sup_loss": 0.715641483246904 + }, + { + "train_step": 1998, + "sup_loss": 0.6496821651094623 + }, + { + "train_step": 1999, + "sup_loss": 0.8414406395051737 + }, + { + "train_step": 2000, + "sup_loss": 0.7566366928741373 + }, + { + "train_step": 2001, + "sup_loss": 0.5419900847101962 + }, + { + "train_step": 2002, + "sup_loss": 0.610567140567871 + }, + { + "train_step": 2003, + "sup_loss": 0.8229938848503189 + }, + { + "train_step": 2004, + "sup_loss": 0.7569955344915336 + }, + { + "train_step": 2005, + "sup_loss": 0.8234967783021755 + }, + { + "train_step": 2006, + "sup_loss": 0.8120954105457848 + }, + { + "train_step": 2007, + "sup_loss": 0.770233398484552 + }, + { + "train_step": 2008, + "sup_loss": 0.772951018282238 + }, + { + "train_step": 2009, + "sup_loss": 0.7424980266897453 + }, + { + "train_step": 2010, + "sup_loss": 0.6520552453881562 + }, + { + "train_step": 2011, + "sup_loss": 0.5341379653457078 + }, + { + "train_step": 2012, + "sup_loss": 0.5734400099695747 + }, + { + "train_step": 2013, + "sup_loss": 0.753125910010927 + }, + { + "train_step": 2014, + "sup_loss": 0.549079924786084 + }, + { + "train_step": 2015, + "sup_loss": 0.7884483350552158 + }, + { + "train_step": 2016, + "sup_loss": 0.8049755245480891 + }, + { + "train_step": 2017, + "sup_loss": 0.7837868665348865 + }, + { + "train_step": 2018, + "sup_loss": 0.7682856943423765 + }, + { + "train_step": 2019, + "sup_loss": 0.6762391331113814 + }, + { + "train_step": 2020, + "sup_loss": 0.7537447940424067 + }, + { + "train_step": 2021, + "sup_loss": 0.712387487945974 + }, + { + "train_step": 2022, + "sup_loss": 0.7750738318424244 + }, + { + "train_step": 2023, + "sup_loss": 0.6454003744079746 + }, + { + "train_step": 2024, + "sup_loss": 0.6119660587740859 + }, + { + "train_step": 2025, + "sup_loss": 0.8251336484042667 + }, + { + "train_step": 2026, + "sup_loss": 0.6928097824259585 + }, + { + "train_step": 2027, + "sup_loss": 0.7937633348056126 + }, + { + "train_step": 2028, + "sup_loss": 0.6389596122582236 + }, + { + "train_step": 2029, + "sup_loss": 0.5997859644020903 + }, + { + "train_step": 2030, + "sup_loss": 0.6628607141005732 + }, + { + "train_step": 2031, + "sup_loss": 0.8732760158437524 + }, + { + "train_step": 2032, + "sup_loss": 0.6680850501927109 + }, + { + "train_step": 2033, + "sup_loss": 0.8138726620030843 + }, + { + "train_step": 2034, + "sup_loss": 0.7099865839978194 + }, + { + "train_step": 2035, + "sup_loss": 0.6993891053509655 + }, + { + "train_step": 2036, + "sup_loss": 0.7993794277375031 + }, + { + "train_step": 2037, + "sup_loss": 0.727508795753682 + }, + { + "train_step": 2038, + "sup_loss": 0.6384177429194586 + }, + { + "train_step": 2039, + "sup_loss": 0.7162260529171941 + }, + { + "train_step": 2040, + "sup_loss": 0.7532711224674178 + }, + { + "train_step": 2041, + "sup_loss": 0.8208801116031422 + }, + { + "train_step": 2042, + "sup_loss": 0.598687398117989 + }, + { + "train_step": 2043, + "sup_loss": 0.8566709590260649 + }, + { + "train_step": 2044, + "sup_loss": 0.7921493330234755 + }, + { + "train_step": 2045, + "sup_loss": 0.7388973181667489 + }, + { + "train_step": 2046, + "sup_loss": 0.6939974723995622 + }, + { + "train_step": 2047, + "sup_loss": 0.7150873912179381 + }, + { + "train_step": 2048, + "sup_loss": 0.5951208663564745 + }, + { + "train_step": 2049, + "sup_loss": 0.7651664185167457 + }, + { + "train_step": 2050, + "sup_loss": 0.6186763518800056 + }, + { + "train_step": 2051, + "sup_loss": 0.8564940633960594 + }, + { + "train_step": 2052, + "sup_loss": 0.6516367383086126 + }, + { + "train_step": 2053, + "sup_loss": 0.5899793375688758 + }, + { + "train_step": 2054, + "sup_loss": 0.8102293394169493 + }, + { + "train_step": 2055, + "sup_loss": 0.7352010372757796 + }, + { + "train_step": 2056, + "sup_loss": 0.7057850025145225 + }, + { + "train_step": 2057, + "sup_loss": 0.7366318050393817 + }, + { + "train_step": 2058, + "sup_loss": 0.7403353175335625 + }, + { + "train_step": 2059, + "sup_loss": 0.7912020124938755 + }, + { + "train_step": 2060, + "sup_loss": 0.7247036536550852 + }, + { + "train_step": 2061, + "sup_loss": 0.7651207488413186 + }, + { + "train_step": 2062, + "sup_loss": 0.8143525629216429 + }, + { + "train_step": 2063, + "sup_loss": 0.8239413562130864 + }, + { + "train_step": 2064, + "sup_loss": 0.5957156658344632 + }, + { + "train_step": 2065, + "sup_loss": 0.7131353088519695 + }, + { + "train_step": 2066, + "sup_loss": 0.6949565758058127 + }, + { + "train_step": 2067, + "sup_loss": 0.6883336933169334 + }, + { + "train_step": 2068, + "sup_loss": 0.6519116304928186 + }, + { + "train_step": 2069, + "sup_loss": 0.8211628004360892 + }, + { + "train_step": 2070, + "sup_loss": 0.6896458966689261 + }, + { + "train_step": 2071, + "sup_loss": 0.8674849860614189 + }, + { + "train_step": 2072, + "sup_loss": 0.7089574899801322 + }, + { + "train_step": 2073, + "sup_loss": 0.7141343176859101 + }, + { + "train_step": 2074, + "sup_loss": 0.7560051842678254 + }, + { + "train_step": 2075, + "sup_loss": 0.8523483331930265 + }, + { + "train_step": 2076, + "sup_loss": 0.7831189590234893 + }, + { + "train_step": 2077, + "sup_loss": 0.7557823719461663 + }, + { + "train_step": 2078, + "sup_loss": 0.7025433578874545 + }, + { + "train_step": 2079, + "sup_loss": 0.577661621980636 + }, + { + "train_step": 2080, + "sup_loss": 0.5983791417998636 + }, + { + "train_step": 2081, + "sup_loss": 0.7649671049079848 + }, + { + "train_step": 2082, + "sup_loss": 0.7312324532330365 + }, + { + "train_step": 2083, + "sup_loss": 0.5323151053778038 + }, + { + "train_step": 2084, + "sup_loss": 0.6238296134563854 + }, + { + "train_step": 2085, + "sup_loss": 0.6307612267317338 + }, + { + "train_step": 2086, + "sup_loss": 0.7533903119453487 + }, + { + "train_step": 2087, + "sup_loss": 0.7483494736550442 + }, + { + "train_step": 2088, + "sup_loss": 0.7364315280960538 + }, + { + "train_step": 2089, + "sup_loss": 0.8065910247140953 + }, + { + "train_step": 2090, + "sup_loss": 0.7214697276126053 + }, + { + "train_step": 2091, + "sup_loss": 0.8007151681514527 + }, + { + "train_step": 2092, + "sup_loss": 0.7829052316562928 + }, + { + "train_step": 2093, + "sup_loss": 0.6990255548559257 + }, + { + "train_step": 2094, + "sup_loss": 0.7912105628681927 + }, + { + "train_step": 2095, + "sup_loss": 0.8470961948817863 + }, + { + "train_step": 2096, + "sup_loss": 0.5628169671483234 + }, + { + "train_step": 2097, + "sup_loss": 0.8718981256521157 + }, + { + "train_step": 2098, + "sup_loss": 0.7604307074605148 + }, + { + "train_step": 2099, + "sup_loss": 0.5768793974661274 + }, + { + "train_step": 2100, + "sup_loss": 0.6911591049759902 + }, + { + "train_step": 2101, + "sup_loss": 0.7486430744775259 + }, + { + "train_step": 2102, + "sup_loss": 0.7803710941916054 + }, + { + "train_step": 2103, + "sup_loss": 0.7483789224131413 + }, + { + "train_step": 2104, + "sup_loss": 0.5915008597084517 + }, + { + "train_step": 2105, + "sup_loss": 0.6907636053857333 + }, + { + "train_step": 2106, + "sup_loss": 0.6255067369951779 + }, + { + "train_step": 2107, + "sup_loss": 0.6406861089684475 + }, + { + "train_step": 2108, + "sup_loss": 0.6573963688287511 + }, + { + "train_step": 2109, + "sup_loss": 0.8584768436801463 + }, + { + "train_step": 2110, + "sup_loss": 0.8202301973286049 + }, + { + "train_step": 2111, + "sup_loss": 0.596240330677495 + }, + { + "train_step": 2112, + "sup_loss": 0.7819602630577187 + }, + { + "train_step": 2113, + "sup_loss": 0.6107916032373105 + }, + { + "train_step": 2114, + "sup_loss": 0.7247982999494406 + }, + { + "train_step": 2115, + "sup_loss": 0.580356779391252 + }, + { + "train_step": 2116, + "sup_loss": 0.6608325230128189 + }, + { + "train_step": 2117, + "sup_loss": 0.7222707298194535 + }, + { + "train_step": 2118, + "sup_loss": 0.7880544258508899 + }, + { + "train_step": 2119, + "sup_loss": 0.6339138559385115 + }, + { + "train_step": 2120, + "sup_loss": 0.5979882532983877 + }, + { + "train_step": 2121, + "sup_loss": 0.7503987314110906 + }, + { + "train_step": 2122, + "sup_loss": 0.6361424756997303 + }, + { + "train_step": 2123, + "sup_loss": 0.6334324647164749 + }, + { + "train_step": 2124, + "sup_loss": 0.7160962499649203 + }, + { + "train_step": 2125, + "sup_loss": 0.6441918489741827 + }, + { + "train_step": 2126, + "sup_loss": 0.8203565789999667 + }, + { + "train_step": 2127, + "sup_loss": 0.8128201862538155 + }, + { + "train_step": 2128, + "sup_loss": 0.7982982020970449 + }, + { + "train_step": 2129, + "sup_loss": 0.7117475943396887 + }, + { + "train_step": 2130, + "sup_loss": 0.6776981750046007 + }, + { + "train_step": 2131, + "sup_loss": 0.7702810348273583 + }, + { + "train_step": 2132, + "sup_loss": 0.7519334177146736 + }, + { + "train_step": 2133, + "sup_loss": 0.6960831747782018 + }, + { + "train_step": 2134, + "sup_loss": 0.7533333260879295 + }, + { + "train_step": 2135, + "sup_loss": 0.8079228524942055 + }, + { + "train_step": 2136, + "sup_loss": 0.7134812503640147 + }, + { + "train_step": 2137, + "sup_loss": 0.6947487282309622 + }, + { + "train_step": 2138, + "sup_loss": 0.4872852429107943 + }, + { + "train_step": 2139, + "sup_loss": 0.6792089551501038 + }, + { + "train_step": 2140, + "sup_loss": 0.782893147123711 + }, + { + "train_step": 2141, + "sup_loss": 0.7419430183704268 + }, + { + "train_step": 2142, + "sup_loss": 0.6881493314423991 + }, + { + "train_step": 2143, + "sup_loss": 0.5329781829518085 + }, + { + "train_step": 2144, + "sup_loss": 0.6914006482390036 + }, + { + "train_step": 2145, + "sup_loss": 0.658436204007411 + }, + { + "train_step": 2146, + "sup_loss": 0.7601138373426134 + }, + { + "train_step": 2147, + "sup_loss": 0.7628070536128791 + }, + { + "train_step": 2148, + "sup_loss": 0.6109429334940303 + }, + { + "train_step": 2149, + "sup_loss": 0.6017732507308828 + }, + { + "train_step": 2150, + "sup_loss": 0.38196699529288236 + }, + { + "train_step": 2151, + "sup_loss": 0.6781848555644135 + }, + { + "train_step": 2152, + "sup_loss": 0.8555658957432131 + }, + { + "train_step": 2153, + "sup_loss": 0.6293068264246727 + }, + { + "train_step": 2154, + "sup_loss": 0.7897180786444089 + }, + { + "train_step": 2155, + "sup_loss": 0.5576776960811289 + }, + { + "train_step": 2156, + "sup_loss": 0.5794036601429727 + }, + { + "train_step": 2157, + "sup_loss": 0.8506097489995035 + }, + { + "train_step": 2158, + "sup_loss": 0.7578088316436439 + }, + { + "train_step": 2159, + "sup_loss": 0.869858883633974 + }, + { + "train_step": 2160, + "sup_loss": 0.897738146546557 + }, + { + "train_step": 2161, + "sup_loss": 0.8148741940237398 + }, + { + "train_step": 2162, + "sup_loss": 0.692276116180764 + }, + { + "train_step": 2163, + "sup_loss": 0.7201021010426255 + }, + { + "train_step": 2164, + "sup_loss": 0.6968886570462448 + }, + { + "train_step": 2165, + "sup_loss": 0.7981466873416043 + }, + { + "train_step": 2166, + "sup_loss": 0.6269755641323496 + }, + { + "train_step": 2167, + "sup_loss": 0.708831689272493 + }, + { + "train_step": 2168, + "sup_loss": 0.7286862980753132 + }, + { + "train_step": 2169, + "sup_loss": 0.7927606689888638 + }, + { + "train_step": 2170, + "sup_loss": 0.6839647733570238 + }, + { + "train_step": 2171, + "sup_loss": 0.6553828392781214 + }, + { + "train_step": 2172, + "sup_loss": 0.8029062975416541 + }, + { + "train_step": 2173, + "sup_loss": 0.6742967752531608 + }, + { + "train_step": 2174, + "sup_loss": 0.8728784510273753 + }, + { + "train_step": 2175, + "sup_loss": 0.47922768700491153 + }, + { + "train_step": 2176, + "sup_loss": 0.8558156728213085 + }, + { + "train_step": 2177, + "sup_loss": 0.7678838365840368 + }, + { + "train_step": 2178, + "sup_loss": 0.7623567027690813 + }, + { + "train_step": 2179, + "sup_loss": 0.5826353330464935 + }, + { + "train_step": 2180, + "sup_loss": 0.6528444090141222 + }, + { + "train_step": 2181, + "sup_loss": 0.7388575197657387 + }, + { + "train_step": 2182, + "sup_loss": 0.6795336365177121 + }, + { + "train_step": 2183, + "sup_loss": 0.7174126131307705 + }, + { + "train_step": 2184, + "sup_loss": 0.8036940670925556 + }, + { + "train_step": 2185, + "sup_loss": 0.6385589995915043 + }, + { + "train_step": 2186, + "sup_loss": 0.770032651549322 + }, + { + "train_step": 2187, + "sup_loss": 0.5209457224115559 + }, + { + "train_step": 2188, + "sup_loss": 0.7364166039618172 + }, + { + "train_step": 2189, + "sup_loss": 0.7429700613260608 + }, + { + "train_step": 2190, + "sup_loss": 0.7381979038630881 + }, + { + "train_step": 2191, + "sup_loss": 0.5614018489518923 + }, + { + "train_step": 2192, + "sup_loss": 0.7396961024749538 + }, + { + "train_step": 2193, + "sup_loss": 0.6432151180478339 + }, + { + "train_step": 2194, + "sup_loss": 0.6153661935298147 + }, + { + "train_step": 2195, + "sup_loss": 0.7993099396687242 + }, + { + "train_step": 2196, + "sup_loss": 0.7924605389680769 + }, + { + "train_step": 2197, + "sup_loss": 0.5534629288652398 + }, + { + "train_step": 2198, + "sup_loss": 0.7040385690135491 + }, + { + "train_step": 2199, + "sup_loss": 0.7055345172937618 + }, + { + "train_step": 2200, + "sup_loss": 0.7967374368487511 + }, + { + "train_step": 2201, + "sup_loss": 0.503690154868565 + }, + { + "train_step": 2202, + "sup_loss": 0.6511251647989552 + }, + { + "train_step": 2203, + "sup_loss": 0.6450122047501273 + }, + { + "train_step": 2204, + "sup_loss": 0.8583804392813266 + }, + { + "train_step": 2205, + "sup_loss": 0.5880116248506956 + }, + { + "train_step": 2206, + "sup_loss": 0.6534919430315372 + }, + { + "train_step": 2207, + "sup_loss": 0.6770545157526056 + }, + { + "train_step": 2208, + "sup_loss": 0.7557687421341125 + }, + { + "train_step": 2209, + "sup_loss": 0.7710094404099685 + }, + { + "train_step": 2210, + "sup_loss": 0.7906951661773194 + }, + { + "train_step": 2211, + "sup_loss": 0.7071979855151169 + }, + { + "train_step": 2212, + "sup_loss": 0.7655448631539995 + }, + { + "train_step": 2213, + "sup_loss": 0.7507761729377724 + }, + { + "train_step": 2214, + "sup_loss": 0.8145445956981485 + }, + { + "train_step": 2215, + "sup_loss": 0.7936653630612924 + }, + { + "train_step": 2216, + "sup_loss": 0.6946212650877446 + }, + { + "train_step": 2217, + "sup_loss": 0.7196486945751953 + }, + { + "train_step": 2218, + "sup_loss": 0.6510874436566303 + }, + { + "train_step": 2219, + "sup_loss": 0.688859543345887 + }, + { + "train_step": 2220, + "sup_loss": 0.7876132324420787 + }, + { + "train_step": 2221, + "sup_loss": 0.7048817438540472 + }, + { + "train_step": 2222, + "sup_loss": 0.8429093096455386 + }, + { + "train_step": 2223, + "sup_loss": 0.49247864279682274 + }, + { + "train_step": 2224, + "sup_loss": 0.7388539691798056 + }, + { + "train_step": 2225, + "sup_loss": 0.695094994841073 + }, + { + "train_step": 2226, + "sup_loss": 0.7820456973384128 + }, + { + "train_step": 2227, + "sup_loss": 0.5985464061197213 + }, + { + "train_step": 2228, + "sup_loss": 0.7814854241296355 + }, + { + "train_step": 2229, + "sup_loss": 0.7449947982579338 + }, + { + "train_step": 2230, + "sup_loss": 0.5889003397292294 + }, + { + "train_step": 2231, + "sup_loss": 0.5416030225460463 + }, + { + "train_step": 2232, + "sup_loss": 0.9255666862620544 + }, + { + "train_step": 2233, + "sup_loss": 0.8234547646470195 + }, + { + "train_step": 2234, + "sup_loss": 0.7744381444575645 + }, + { + "train_step": 2235, + "sup_loss": 0.756630701958949 + }, + { + "train_step": 2236, + "sup_loss": 0.7244609934269858 + }, + { + "train_step": 2237, + "sup_loss": 0.7324783893598288 + }, + { + "train_step": 2238, + "sup_loss": 0.6436711628591767 + }, + { + "train_step": 2239, + "sup_loss": 0.7270771161551846 + }, + { + "train_step": 2240, + "sup_loss": 0.5458765089202001 + }, + { + "train_step": 2241, + "sup_loss": 0.6341554570565219 + }, + { + "train_step": 2242, + "sup_loss": 0.7291626733414547 + }, + { + "train_step": 2243, + "sup_loss": 0.7221400889465676 + }, + { + "train_step": 2244, + "sup_loss": 0.5357908558360003 + }, + { + "train_step": 2245, + "sup_loss": 0.6237078981166998 + }, + { + "train_step": 2246, + "sup_loss": 0.546801971082427 + }, + { + "train_step": 2247, + "sup_loss": 0.696078671865641 + }, + { + "train_step": 2248, + "sup_loss": 0.6196977463786044 + }, + { + "train_step": 2249, + "sup_loss": 0.8040524398290871 + }, + { + "train_step": 2250, + "sup_loss": 0.8631934325299103 + }, + { + "train_step": 2251, + "sup_loss": 0.8344161389496775 + }, + { + "train_step": 2252, + "sup_loss": 0.6075578669471821 + }, + { + "train_step": 2253, + "sup_loss": 0.7804335047878094 + }, + { + "train_step": 2254, + "sup_loss": 0.6156232338421077 + }, + { + "train_step": 2255, + "sup_loss": 0.6470229860061318 + }, + { + "train_step": 2256, + "sup_loss": 0.7655462088860848 + }, + { + "train_step": 2257, + "sup_loss": 0.617139840121515 + }, + { + "train_step": 2258, + "sup_loss": 0.7879192752691089 + }, + { + "train_step": 2259, + "sup_loss": 0.4518181353918251 + }, + { + "train_step": 2260, + "sup_loss": 0.7655330461142766 + }, + { + "train_step": 2261, + "sup_loss": 0.6835397078483504 + }, + { + "train_step": 2262, + "sup_loss": 0.5006903689797251 + }, + { + "train_step": 2263, + "sup_loss": 0.826932601306385 + }, + { + "train_step": 2264, + "sup_loss": 0.6733220780763229 + }, + { + "train_step": 2265, + "sup_loss": 0.8132225122104592 + }, + { + "train_step": 2266, + "sup_loss": 0.6186936268784473 + }, + { + "train_step": 2267, + "sup_loss": 0.780259845846021 + }, + { + "train_step": 2268, + "sup_loss": 0.5097886793887667 + }, + { + "train_step": 2269, + "sup_loss": 0.7825748986080338 + }, + { + "train_step": 2270, + "sup_loss": 0.52627545157739 + }, + { + "train_step": 2271, + "sup_loss": 0.6773111871359417 + }, + { + "train_step": 2272, + "sup_loss": 0.8073163140649655 + }, + { + "train_step": 2273, + "sup_loss": 0.8022446146392882 + }, + { + "train_step": 2274, + "sup_loss": 0.7320825678160731 + }, + { + "train_step": 2275, + "sup_loss": 0.7588078341311242 + }, + { + "train_step": 2276, + "sup_loss": 0.7831140979086905 + }, + { + "train_step": 2277, + "sup_loss": 0.6795158689854367 + }, + { + "train_step": 2278, + "sup_loss": 0.6885339039404043 + }, + { + "train_step": 2279, + "sup_loss": 0.6956266368426982 + }, + { + "train_step": 2280, + "sup_loss": 0.8543190189754767 + }, + { + "train_step": 2281, + "sup_loss": 0.7660538399241246 + }, + { + "train_step": 2282, + "sup_loss": 0.6844934255325292 + }, + { + "train_step": 2283, + "sup_loss": 0.7550207265570428 + }, + { + "train_step": 2284, + "sup_loss": 0.6917355854947638 + }, + { + "train_step": 2285, + "sup_loss": 0.6819292872363163 + }, + { + "train_step": 2286, + "sup_loss": 0.790167527205287 + }, + { + "train_step": 2287, + "sup_loss": 0.6193102813685742 + }, + { + "train_step": 2288, + "sup_loss": 0.7359858513343415 + }, + { + "train_step": 2289, + "sup_loss": 0.6189207264002416 + }, + { + "train_step": 2290, + "sup_loss": 0.8192285270392399 + }, + { + "train_step": 2291, + "sup_loss": 0.7482585597783747 + }, + { + "train_step": 2292, + "sup_loss": 0.6347714451970808 + }, + { + "train_step": 2293, + "sup_loss": 0.7479410051932972 + }, + { + "train_step": 2294, + "sup_loss": 0.7462944424053018 + }, + { + "train_step": 2295, + "sup_loss": 0.7899406251716591 + }, + { + "train_step": 2296, + "sup_loss": 0.5846051811339215 + }, + { + "train_step": 2297, + "sup_loss": 0.6206688441727777 + }, + { + "train_step": 2298, + "sup_loss": 0.6649903847944639 + }, + { + "train_step": 2299, + "sup_loss": 0.7049482503825253 + }, + { + "train_step": 2300, + "sup_loss": 0.8561873260279464 + }, + { + "train_step": 2301, + "sup_loss": 0.6359185466135489 + }, + { + "train_step": 2302, + "sup_loss": 0.5016465527160924 + }, + { + "train_step": 2303, + "sup_loss": 0.7013671284843656 + }, + { + "train_step": 2304, + "sup_loss": 0.7379405614028848 + }, + { + "train_step": 2305, + "sup_loss": 0.578720225574599 + }, + { + "train_step": 2306, + "sup_loss": 0.6419198754771882 + }, + { + "train_step": 2307, + "sup_loss": 0.7022441383140681 + }, + { + "train_step": 2308, + "sup_loss": 0.7355714268025066 + }, + { + "train_step": 2309, + "sup_loss": 0.7700669070877012 + }, + { + "train_step": 2310, + "sup_loss": 0.7212708476271618 + }, + { + "train_step": 2311, + "sup_loss": 0.8497887365015943 + }, + { + "train_step": 2312, + "sup_loss": 0.5106038231900089 + }, + { + "train_step": 2313, + "sup_loss": 0.8177535984291449 + }, + { + "train_step": 2314, + "sup_loss": 0.7140029959897917 + }, + { + "train_step": 2315, + "sup_loss": 0.7896941307308132 + }, + { + "train_step": 2316, + "sup_loss": 0.8007967372832204 + }, + { + "train_step": 2317, + "sup_loss": 0.6973954805535515 + }, + { + "train_step": 2318, + "sup_loss": 0.8215450878244395 + }, + { + "train_step": 2319, + "sup_loss": 0.7418202417503847 + }, + { + "train_step": 2320, + "sup_loss": 0.7974092842866859 + }, + { + "train_step": 2321, + "sup_loss": 0.8340765764881929 + }, + { + "train_step": 2322, + "sup_loss": 0.6731412126053997 + }, + { + "train_step": 2323, + "sup_loss": 0.865025868214249 + }, + { + "train_step": 2324, + "sup_loss": 0.7550700818692961 + }, + { + "train_step": 2325, + "sup_loss": 0.5542255452333248 + }, + { + "train_step": 2326, + "sup_loss": 0.798556561148243 + }, + { + "train_step": 2327, + "sup_loss": 0.7959784833015202 + }, + { + "train_step": 2328, + "sup_loss": 0.7481074285248877 + }, + { + "train_step": 2329, + "sup_loss": 0.6109104865857515 + }, + { + "train_step": 2330, + "sup_loss": 0.8062515770998249 + }, + { + "train_step": 2331, + "sup_loss": 0.9187923688715924 + }, + { + "train_step": 2332, + "sup_loss": 0.7500430716319023 + }, + { + "train_step": 2333, + "sup_loss": 0.7759889885645271 + }, + { + "train_step": 2334, + "sup_loss": 0.7298305676693683 + }, + { + "train_step": 2335, + "sup_loss": 0.7396218712644489 + }, + { + "train_step": 2336, + "sup_loss": 0.799241157429993 + }, + { + "train_step": 2337, + "sup_loss": 0.5184589707024229 + }, + { + "train_step": 2338, + "sup_loss": 0.5777000657481628 + }, + { + "train_step": 2339, + "sup_loss": 0.6733003139703614 + }, + { + "train_step": 2340, + "sup_loss": 0.7003384098592155 + }, + { + "train_step": 2341, + "sup_loss": 0.6863709617928204 + }, + { + "train_step": 2342, + "sup_loss": 0.7398677757108071 + }, + { + "train_step": 2343, + "sup_loss": 0.6906013784912803 + }, + { + "train_step": 2344, + "sup_loss": 0.8243456698047322 + }, + { + "train_step": 2345, + "sup_loss": 0.7055803957676648 + }, + { + "train_step": 2346, + "sup_loss": 0.8352032391014641 + }, + { + "train_step": 2347, + "sup_loss": 0.7952291230152502 + }, + { + "train_step": 2348, + "sup_loss": 0.808708746271674 + }, + { + "train_step": 2349, + "sup_loss": 0.6898515859816533 + }, + { + "train_step": 2350, + "sup_loss": 0.6788619915817279 + }, + { + "train_step": 2351, + "sup_loss": 0.6369229698270203 + }, + { + "train_step": 2352, + "sup_loss": 0.7786658866074501 + }, + { + "train_step": 2353, + "sup_loss": 0.6647917597407456 + }, + { + "train_step": 2354, + "sup_loss": 0.8089644364658001 + }, + { + "train_step": 2355, + "sup_loss": 0.7519495698138521 + }, + { + "train_step": 2356, + "sup_loss": 0.6969759493678634 + }, + { + "train_step": 2357, + "sup_loss": 0.5275769030419943 + }, + { + "train_step": 2358, + "sup_loss": 0.8152090306196472 + }, + { + "train_step": 2359, + "sup_loss": 0.6002311084106813 + }, + { + "train_step": 2360, + "sup_loss": 0.644355209169205 + }, + { + "train_step": 2361, + "sup_loss": 0.7380110711631119 + }, + { + "train_step": 2362, + "sup_loss": 0.6363390691917438 + }, + { + "train_step": 2363, + "sup_loss": 0.6839481994263832 + }, + { + "train_step": 2364, + "sup_loss": 0.8540354151662807 + }, + { + "train_step": 2365, + "sup_loss": 0.6208609972831202 + }, + { + "train_step": 2366, + "sup_loss": 0.8195229417674899 + }, + { + "train_step": 2367, + "sup_loss": 0.7006801761097118 + }, + { + "train_step": 2368, + "sup_loss": 0.6788583106028712 + }, + { + "train_step": 2369, + "sup_loss": 0.7782865735113805 + }, + { + "train_step": 2370, + "sup_loss": 0.6174490673293258 + }, + { + "train_step": 2371, + "sup_loss": 0.7112549570993916 + }, + { + "train_step": 2372, + "sup_loss": 0.5578626022753251 + }, + { + "train_step": 2373, + "sup_loss": 0.49280382430063124 + }, + { + "train_step": 2374, + "sup_loss": 0.7973177411872228 + }, + { + "train_step": 2375, + "sup_loss": 0.6617165794820153 + }, + { + "train_step": 2376, + "sup_loss": 0.8240267174649035 + }, + { + "train_step": 2377, + "sup_loss": 0.7495765680688024 + }, + { + "train_step": 2378, + "sup_loss": 0.6056545017396386 + }, + { + "train_step": 2379, + "sup_loss": 0.6103780418719791 + }, + { + "train_step": 2380, + "sup_loss": 0.6447010871189895 + }, + { + "train_step": 2381, + "sup_loss": 0.6564839124094313 + }, + { + "train_step": 2382, + "sup_loss": 0.798173522996866 + }, + { + "train_step": 2383, + "sup_loss": 0.7398935628100023 + }, + { + "train_step": 2384, + "sup_loss": 0.7206114468056881 + }, + { + "train_step": 2385, + "sup_loss": 0.7505712166258667 + }, + { + "train_step": 2386, + "sup_loss": 0.6901939720743364 + }, + { + "train_step": 2387, + "sup_loss": 0.773370609107129 + }, + { + "train_step": 2388, + "sup_loss": 0.7392607567030142 + }, + { + "train_step": 2389, + "sup_loss": 0.6420036788284315 + }, + { + "train_step": 2390, + "sup_loss": 0.5943910996932807 + }, + { + "train_step": 2391, + "sup_loss": 0.6510635778772046 + }, + { + "train_step": 2392, + "sup_loss": 0.7076747549536481 + }, + { + "train_step": 2393, + "sup_loss": 0.9099817817784921 + }, + { + "train_step": 2394, + "sup_loss": 0.6682019397647675 + }, + { + "train_step": 2395, + "sup_loss": 0.7800609623088219 + }, + { + "train_step": 2396, + "sup_loss": 0.6383895197082302 + }, + { + "train_step": 2397, + "sup_loss": 0.7881454955066517 + }, + { + "train_step": 2398, + "sup_loss": 0.7251945562072301 + }, + { + "train_step": 2399, + "sup_loss": 0.5053179179094647 + }, + { + "train_step": 2400, + "sup_loss": 0.8698622131259163 + }, + { + "train_step": 2401, + "sup_loss": 0.6258323902124429 + }, + { + "train_step": 2402, + "sup_loss": 0.649883312554379 + }, + { + "train_step": 2403, + "sup_loss": 0.832764228560986 + }, + { + "train_step": 2404, + "sup_loss": 0.5616745546372739 + }, + { + "train_step": 2405, + "sup_loss": 0.7286962187608956 + }, + { + "train_step": 2406, + "sup_loss": 0.675593373803554 + }, + { + "train_step": 2407, + "sup_loss": 0.6926943317004003 + }, + { + "train_step": 2408, + "sup_loss": 0.7193554216715452 + }, + { + "train_step": 2409, + "sup_loss": 0.6959258858322709 + }, + { + "train_step": 2410, + "sup_loss": 0.6832293066905115 + }, + { + "train_step": 2411, + "sup_loss": 0.5892491659431939 + }, + { + "train_step": 2412, + "sup_loss": 0.6615463057114075 + }, + { + "train_step": 2413, + "sup_loss": 0.5892457933849025 + }, + { + "train_step": 2414, + "sup_loss": 0.5512529168697416 + }, + { + "train_step": 2415, + "sup_loss": 0.8158442361361193 + }, + { + "train_step": 2416, + "sup_loss": 0.7135326880356085 + }, + { + "train_step": 2417, + "sup_loss": 0.5913078832623212 + }, + { + "train_step": 2418, + "sup_loss": 0.7661716806051313 + }, + { + "train_step": 2419, + "sup_loss": 0.731234677113559 + }, + { + "train_step": 2420, + "sup_loss": 0.9022330804899523 + }, + { + "train_step": 2421, + "sup_loss": 0.7646586762554167 + }, + { + "train_step": 2422, + "sup_loss": 0.5842330657883174 + }, + { + "train_step": 2423, + "sup_loss": 0.8475051252312649 + }, + { + "train_step": 2424, + "sup_loss": 0.6654051074357452 + }, + { + "train_step": 2425, + "sup_loss": 0.8169514038070581 + }, + { + "train_step": 2426, + "sup_loss": 0.6026424722460191 + }, + { + "train_step": 2427, + "sup_loss": 0.7924162972640811 + }, + { + "train_step": 2428, + "sup_loss": 0.5807646087506835 + }, + { + "train_step": 2429, + "sup_loss": 0.6434626611593266 + }, + { + "train_step": 2430, + "sup_loss": 0.5787259601735529 + }, + { + "train_step": 2431, + "sup_loss": 0.8083986830189002 + }, + { + "train_step": 2432, + "sup_loss": 0.7636662232079123 + }, + { + "train_step": 2433, + "sup_loss": 0.6581687732936177 + }, + { + "train_step": 2434, + "sup_loss": 0.6433471325107096 + }, + { + "train_step": 2435, + "sup_loss": 0.874321727428874 + }, + { + "train_step": 2436, + "sup_loss": 0.7230334257396486 + }, + { + "train_step": 2437, + "sup_loss": 0.827177969333272 + }, + { + "train_step": 2438, + "sup_loss": 0.8825072001682946 + }, + { + "train_step": 2439, + "sup_loss": 0.6600650002440096 + }, + { + "train_step": 2440, + "sup_loss": 0.704890420852289 + }, + { + "train_step": 2441, + "sup_loss": 0.7702952380666847 + }, + { + "train_step": 2442, + "sup_loss": 0.8223867156340506 + }, + { + "train_step": 2443, + "sup_loss": 0.5837853591402775 + }, + { + "train_step": 2444, + "sup_loss": 0.7056712001235504 + }, + { + "train_step": 2445, + "sup_loss": 0.3737284127105835 + }, + { + "train_step": 2446, + "sup_loss": 0.823294750245037 + }, + { + "train_step": 2447, + "sup_loss": 0.7159285256544062 + }, + { + "train_step": 2448, + "sup_loss": 0.6824816351544147 + }, + { + "train_step": 2449, + "sup_loss": 0.7034761787442338 + }, + { + "train_step": 2450, + "sup_loss": 0.7591840288983802 + }, + { + "train_step": 2451, + "sup_loss": 0.8077398753185845 + }, + { + "train_step": 2452, + "sup_loss": 0.7490064803480997 + }, + { + "train_step": 2453, + "sup_loss": 0.7694991311118657 + }, + { + "train_step": 2454, + "sup_loss": 0.6381458698956332 + }, + { + "train_step": 2455, + "sup_loss": 0.6455844788760425 + }, + { + "train_step": 2456, + "sup_loss": 0.6906124317065506 + }, + { + "train_step": 2457, + "sup_loss": 0.6467435383412332 + }, + { + "train_step": 2458, + "sup_loss": 0.6801491557802622 + }, + { + "train_step": 2459, + "sup_loss": 0.6032540269049297 + }, + { + "train_step": 2460, + "sup_loss": 0.7478259527576698 + }, + { + "train_step": 2461, + "sup_loss": 0.6594071404275103 + }, + { + "train_step": 2462, + "sup_loss": 0.4661678100108315 + }, + { + "train_step": 2463, + "sup_loss": 0.767679836081061 + }, + { + "train_step": 2464, + "sup_loss": 0.7655001245329188 + }, + { + "train_step": 2465, + "sup_loss": 0.7027966411874146 + }, + { + "train_step": 2466, + "sup_loss": 0.6087675820135589 + }, + { + "train_step": 2467, + "sup_loss": 0.7073819788155082 + }, + { + "train_step": 2468, + "sup_loss": 0.43142029127099935 + }, + { + "train_step": 2469, + "sup_loss": 0.6738914582884159 + }, + { + "train_step": 2470, + "sup_loss": 0.7866330180775097 + }, + { + "train_step": 2471, + "sup_loss": 0.8007434659252238 + }, + { + "train_step": 2472, + "sup_loss": 0.5800507784906184 + }, + { + "train_step": 2473, + "sup_loss": 0.7735398659841466 + }, + { + "train_step": 2474, + "sup_loss": 0.796551620895622 + }, + { + "train_step": 2475, + "sup_loss": 0.7996625251419601 + }, + { + "train_step": 2476, + "sup_loss": 0.8083907340436945 + }, + { + "train_step": 2477, + "sup_loss": 0.7820190793887228 + }, + { + "train_step": 2478, + "sup_loss": 0.8490887091689956 + }, + { + "train_step": 2479, + "sup_loss": 0.6981538526027536 + }, + { + "train_step": 2480, + "sup_loss": 0.8048566076785227 + }, + { + "train_step": 2481, + "sup_loss": 0.7445177866184923 + }, + { + "train_step": 2482, + "sup_loss": 0.6792906619505185 + }, + { + "train_step": 2483, + "sup_loss": 0.6253232179492971 + }, + { + "train_step": 2484, + "sup_loss": 0.7810378366353904 + }, + { + "train_step": 2485, + "sup_loss": 0.7002270896666326 + }, + { + "train_step": 2486, + "sup_loss": 0.6682268031907379 + }, + { + "train_step": 2487, + "sup_loss": 0.7957709797741704 + }, + { + "train_step": 2488, + "sup_loss": 0.5489625768201422 + }, + { + "train_step": 2489, + "sup_loss": 0.7204727055596349 + }, + { + "train_step": 2490, + "sup_loss": 0.6097867357408083 + }, + { + "train_step": 2491, + "sup_loss": 0.7617384084409851 + }, + { + "train_step": 2492, + "sup_loss": 0.5643476750156446 + }, + { + "train_step": 2493, + "sup_loss": 0.7191595605861972 + }, + { + "train_step": 2494, + "sup_loss": 0.7884305862508029 + }, + { + "train_step": 2495, + "sup_loss": 0.6991216030443168 + }, + { + "train_step": 2496, + "sup_loss": 0.6570657129868395 + }, + { + "train_step": 2497, + "sup_loss": 0.5901524217890944 + }, + { + "train_step": 2498, + "sup_loss": 0.6900831505938108 + }, + { + "train_step": 2499, + "sup_loss": 0.7062193638667504 + }, + { + "train_step": 2500, + "sup_loss": 0.8407720544219824 + }, + { + "train_step": 2501, + "sup_loss": 0.560042566136065 + }, + { + "train_step": 2502, + "sup_loss": 0.7238998294766663 + }, + { + "train_step": 2503, + "sup_loss": 0.6978112165451645 + }, + { + "train_step": 2504, + "sup_loss": 0.7233235938665266 + }, + { + "train_step": 2505, + "sup_loss": 0.7274018963355716 + }, + { + "train_step": 2506, + "sup_loss": 0.5354720344372885 + }, + { + "train_step": 2507, + "sup_loss": 0.7439463087904516 + }, + { + "train_step": 2508, + "sup_loss": 0.6352922216072598 + }, + { + "train_step": 2509, + "sup_loss": 0.7533647334094711 + }, + { + "train_step": 2510, + "sup_loss": 0.686744414631388 + }, + { + "train_step": 2511, + "sup_loss": 0.8323451092962842 + }, + { + "train_step": 2512, + "sup_loss": 0.75533752469561 + }, + { + "train_step": 2513, + "sup_loss": 0.7565525617204383 + }, + { + "train_step": 2514, + "sup_loss": 0.694481158430721 + }, + { + "train_step": 2515, + "sup_loss": 0.7928938000771829 + }, + { + "train_step": 2516, + "sup_loss": 0.5588930221037667 + }, + { + "train_step": 2517, + "sup_loss": 0.7050532251937056 + }, + { + "train_step": 2518, + "sup_loss": 0.6565858612638856 + }, + { + "train_step": 2519, + "sup_loss": 0.6338478370680982 + }, + { + "train_step": 2520, + "sup_loss": 0.7797701968216293 + }, + { + "train_step": 2521, + "sup_loss": 0.7683614911740044 + }, + { + "train_step": 2522, + "sup_loss": 0.8484821948624625 + }, + { + "train_step": 2523, + "sup_loss": 0.8265768135307879 + }, + { + "train_step": 2524, + "sup_loss": 0.7739434287231864 + }, + { + "train_step": 2525, + "sup_loss": 0.6938821861997169 + }, + { + "train_step": 2526, + "sup_loss": 0.5614288078730267 + }, + { + "train_step": 2527, + "sup_loss": 0.7246332690816399 + }, + { + "train_step": 2528, + "sup_loss": 0.6366998975460082 + }, + { + "train_step": 2529, + "sup_loss": 0.9334963999304892 + }, + { + "train_step": 2530, + "sup_loss": 0.690233699923586 + }, + { + "train_step": 2531, + "sup_loss": 0.8644070814906585 + }, + { + "train_step": 2532, + "sup_loss": 0.6825354874152256 + }, + { + "train_step": 2533, + "sup_loss": 0.7363333886291057 + }, + { + "train_step": 2534, + "sup_loss": 0.6396328756590045 + }, + { + "train_step": 2535, + "sup_loss": 0.8186554191295168 + }, + { + "train_step": 2536, + "sup_loss": 0.8013116396800918 + }, + { + "train_step": 2537, + "sup_loss": 0.8077933321603414 + }, + { + "train_step": 2538, + "sup_loss": 0.7785074489287306 + }, + { + "train_step": 2539, + "sup_loss": 0.5696785066866995 + }, + { + "train_step": 2540, + "sup_loss": 0.8018923845231299 + }, + { + "train_step": 2541, + "sup_loss": 0.6905204958410661 + }, + { + "train_step": 2542, + "sup_loss": 0.7532989165760735 + }, + { + "train_step": 2543, + "sup_loss": 0.7375873265738973 + }, + { + "train_step": 2544, + "sup_loss": 0.7092625222764004 + }, + { + "train_step": 2545, + "sup_loss": 0.7904403471187473 + }, + { + "train_step": 2546, + "sup_loss": 0.5779933082733786 + }, + { + "train_step": 2547, + "sup_loss": 0.33474146538932303 + }, + { + "train_step": 2548, + "sup_loss": 0.8577310893007548 + }, + { + "train_step": 2549, + "sup_loss": 0.7251132114961959 + }, + { + "train_step": 2550, + "sup_loss": 0.8245420866731292 + }, + { + "train_step": 2551, + "sup_loss": 0.680756413104559 + }, + { + "train_step": 2552, + "sup_loss": 0.8251267907474362 + }, + { + "train_step": 2553, + "sup_loss": 0.7973221144933073 + }, + { + "train_step": 2554, + "sup_loss": 0.33876300342539056 + }, + { + "train_step": 2555, + "sup_loss": 0.5471249475169315 + }, + { + "train_step": 2556, + "sup_loss": 0.7818906920449981 + }, + { + "train_step": 2557, + "sup_loss": 0.769824565137489 + }, + { + "train_step": 2558, + "sup_loss": 0.7485654966578833 + }, + { + "train_step": 2559, + "sup_loss": 0.5873011963137506 + }, + { + "train_step": 2560, + "sup_loss": 0.5032337094652631 + }, + { + "train_step": 2561, + "sup_loss": 0.5917275327099769 + }, + { + "train_step": 2562, + "sup_loss": 0.7556620450974096 + }, + { + "train_step": 2563, + "sup_loss": 0.6773400903870398 + }, + { + "train_step": 2564, + "sup_loss": 0.7670064037304811 + }, + { + "train_step": 2565, + "sup_loss": 0.5520338193950056 + }, + { + "train_step": 2566, + "sup_loss": 0.5890367550017663 + }, + { + "train_step": 2567, + "sup_loss": 0.7943767579770571 + }, + { + "train_step": 2568, + "sup_loss": 0.6894840312988167 + }, + { + "train_step": 2569, + "sup_loss": 0.840094328228415 + }, + { + "train_step": 2570, + "sup_loss": 0.6500637799160988 + }, + { + "train_step": 2571, + "sup_loss": 0.7433406130066114 + }, + { + "train_step": 2572, + "sup_loss": 0.7005022640262887 + }, + { + "train_step": 2573, + "sup_loss": 0.7241323024983366 + }, + { + "train_step": 2574, + "sup_loss": 0.7804214112536788 + }, + { + "train_step": 2575, + "sup_loss": 0.5484700102949891 + }, + { + "train_step": 2576, + "sup_loss": 0.7284726196910121 + }, + { + "train_step": 2577, + "sup_loss": 0.5459769386027207 + }, + { + "train_step": 2578, + "sup_loss": 0.7555945341686622 + }, + { + "train_step": 2579, + "sup_loss": 0.49017873163704395 + }, + { + "train_step": 2580, + "sup_loss": 0.7592722992999884 + }, + { + "train_step": 2581, + "sup_loss": 0.698898214840694 + }, + { + "train_step": 2582, + "sup_loss": 0.45729832337203447 + }, + { + "train_step": 2583, + "sup_loss": 0.8483614743106984 + }, + { + "train_step": 2584, + "sup_loss": 0.8160401295280204 + }, + { + "train_step": 2585, + "sup_loss": 0.49094929873945 + }, + { + "train_step": 2586, + "sup_loss": 0.6723664637898126 + }, + { + "train_step": 2587, + "sup_loss": 0.8082962036830253 + }, + { + "train_step": 2588, + "sup_loss": 0.7071751197884234 + }, + { + "train_step": 2589, + "sup_loss": 0.6596206318177122 + }, + { + "train_step": 2590, + "sup_loss": 0.5056322717427582 + }, + { + "train_step": 2591, + "sup_loss": 0.5087737942140749 + }, + { + "train_step": 2592, + "sup_loss": 0.6797839734117255 + }, + { + "train_step": 2593, + "sup_loss": 0.6214136951076773 + }, + { + "train_step": 2594, + "sup_loss": 0.6969027401380856 + }, + { + "train_step": 2595, + "sup_loss": 0.8027057498686111 + }, + { + "train_step": 2596, + "sup_loss": 0.6346038193209945 + }, + { + "train_step": 2597, + "sup_loss": 0.6449010817161561 + }, + { + "train_step": 2598, + "sup_loss": 0.6179633075772953 + }, + { + "train_step": 2599, + "sup_loss": 0.7202674289493259 + }, + { + "train_step": 2600, + "sup_loss": 0.7137603418803883 + }, + { + "train_step": 2601, + "sup_loss": 0.7563147388054408 + }, + { + "train_step": 2602, + "sup_loss": 0.50130435027806 + }, + { + "train_step": 2603, + "sup_loss": 0.46701049362038477 + }, + { + "train_step": 2604, + "sup_loss": 0.7722944648944156 + }, + { + "train_step": 2605, + "sup_loss": 0.583499500387812 + }, + { + "train_step": 2606, + "sup_loss": 0.8471197095546863 + }, + { + "train_step": 2607, + "sup_loss": 0.6123160383307954 + }, + { + "train_step": 2608, + "sup_loss": 0.6599786623486834 + }, + { + "train_step": 2609, + "sup_loss": 0.5706843927680894 + }, + { + "train_step": 2610, + "sup_loss": 0.6749830041981659 + }, + { + "train_step": 2611, + "sup_loss": 0.6739531492532925 + }, + { + "train_step": 2612, + "sup_loss": 0.5110032261717291 + }, + { + "train_step": 2613, + "sup_loss": 0.7223927338802989 + }, + { + "train_step": 2614, + "sup_loss": 0.5775338217572791 + }, + { + "train_step": 2615, + "sup_loss": 0.6762025490709554 + }, + { + "train_step": 2616, + "sup_loss": 0.6794233518671413 + }, + { + "train_step": 2617, + "sup_loss": 0.3772396869459868 + }, + { + "train_step": 2618, + "sup_loss": 0.583738740239905 + }, + { + "train_step": 2619, + "sup_loss": 0.812072871446065 + }, + { + "train_step": 2620, + "sup_loss": 0.583828948778336 + }, + { + "train_step": 2621, + "sup_loss": 0.6538223728633074 + }, + { + "train_step": 2622, + "sup_loss": 0.7364204132462001 + }, + { + "train_step": 2623, + "sup_loss": 0.7926329106812292 + }, + { + "train_step": 2624, + "sup_loss": 0.6361128477209436 + }, + { + "train_step": 2625, + "sup_loss": 0.607437892857592 + }, + { + "train_step": 2626, + "sup_loss": 0.6198137914878864 + }, + { + "train_step": 2627, + "sup_loss": 0.6042947180913862 + }, + { + "train_step": 2628, + "sup_loss": 0.661756027814484 + }, + { + "train_step": 2629, + "sup_loss": 0.6191933056564727 + }, + { + "train_step": 2630, + "sup_loss": 0.682349744345559 + }, + { + "train_step": 2631, + "sup_loss": 0.6518611756403854 + }, + { + "train_step": 2632, + "sup_loss": 0.7066664836069372 + }, + { + "train_step": 2633, + "sup_loss": 0.6581340696039621 + }, + { + "train_step": 2634, + "sup_loss": 0.6614240822809367 + }, + { + "train_step": 2635, + "sup_loss": 0.7286650737640458 + }, + { + "train_step": 2636, + "sup_loss": 0.7357365737907962 + }, + { + "train_step": 2637, + "sup_loss": 0.7985032594899233 + }, + { + "train_step": 2638, + "sup_loss": 0.7310927341646373 + }, + { + "train_step": 2639, + "sup_loss": 0.6936998154725492 + }, + { + "train_step": 2640, + "sup_loss": 0.7006873012888072 + }, + { + "train_step": 2641, + "sup_loss": 0.6419857368951893 + }, + { + "train_step": 2642, + "sup_loss": 0.4864255685535519 + }, + { + "train_step": 2643, + "sup_loss": 0.4183685090679516 + }, + { + "train_step": 2644, + "sup_loss": 0.9161800527438394 + }, + { + "train_step": 2645, + "sup_loss": 0.7941278118329622 + }, + { + "train_step": 2646, + "sup_loss": 0.7129794235994593 + }, + { + "train_step": 2647, + "sup_loss": 0.7026824587487502 + }, + { + "train_step": 2648, + "sup_loss": 0.5999768546069923 + }, + { + "train_step": 2649, + "sup_loss": 0.6809295012951601 + }, + { + "train_step": 2650, + "sup_loss": 0.7763254660486781 + }, + { + "train_step": 2651, + "sup_loss": 0.7229541055789601 + }, + { + "train_step": 2652, + "sup_loss": 0.7546993873951576 + }, + { + "train_step": 2653, + "sup_loss": 0.7271217976236951 + }, + { + "train_step": 2654, + "sup_loss": 0.5085728566381905 + }, + { + "train_step": 2655, + "sup_loss": 0.8012784735035532 + }, + { + "train_step": 2656, + "sup_loss": 0.6004713421464364 + }, + { + "train_step": 2657, + "sup_loss": 0.8269220389903019 + }, + { + "train_step": 2658, + "sup_loss": 0.5875760462432875 + }, + { + "train_step": 2659, + "sup_loss": 0.5900630021666744 + }, + { + "train_step": 2660, + "sup_loss": 0.7057634245427471 + }, + { + "train_step": 2661, + "sup_loss": 0.6593440722673283 + }, + { + "train_step": 2662, + "sup_loss": 0.605817623888002 + }, + { + "train_step": 2663, + "sup_loss": 0.8026116689995928 + }, + { + "train_step": 2664, + "sup_loss": 0.42099198286097395 + }, + { + "train_step": 2665, + "sup_loss": 0.4728894090833592 + }, + { + "train_step": 2666, + "sup_loss": 0.7635868758192866 + }, + { + "train_step": 2667, + "sup_loss": 0.7605641788890753 + }, + { + "train_step": 2668, + "sup_loss": 0.5844201128892939 + }, + { + "train_step": 2669, + "sup_loss": 0.7651223511818889 + }, + { + "train_step": 2670, + "sup_loss": 0.6328237789294835 + }, + { + "train_step": 2671, + "sup_loss": 0.5338680331705156 + }, + { + "train_step": 2672, + "sup_loss": 0.8898334471363609 + }, + { + "train_step": 2673, + "sup_loss": 0.5539487290279748 + }, + { + "train_step": 2674, + "sup_loss": 0.5349585089738932 + }, + { + "train_step": 2675, + "sup_loss": 0.6038470692962854 + }, + { + "train_step": 2676, + "sup_loss": 0.7210948639102 + }, + { + "train_step": 2677, + "sup_loss": 0.80150971350399 + }, + { + "train_step": 2678, + "sup_loss": 0.6675241843237829 + }, + { + "train_step": 2679, + "sup_loss": 0.6365037155714713 + }, + { + "train_step": 2680, + "sup_loss": 0.723880491286714 + }, + { + "train_step": 2681, + "sup_loss": 0.5746614892556967 + }, + { + "train_step": 2682, + "sup_loss": 0.5823943023367218 + }, + { + "train_step": 2683, + "sup_loss": 0.5415602595535772 + }, + { + "train_step": 2684, + "sup_loss": 0.7848179923123725 + }, + { + "train_step": 2685, + "sup_loss": 0.7168651709689939 + }, + { + "train_step": 2686, + "sup_loss": 0.7859830750643022 + }, + { + "train_step": 2687, + "sup_loss": 0.49220541939980555 + }, + { + "train_step": 2688, + "sup_loss": 0.8010206432926366 + }, + { + "train_step": 2689, + "sup_loss": 0.5860757351688297 + }, + { + "train_step": 2690, + "sup_loss": 0.6064240176803805 + }, + { + "train_step": 2691, + "sup_loss": 0.7614078523626452 + }, + { + "train_step": 2692, + "sup_loss": 0.6587821626460183 + }, + { + "train_step": 2693, + "sup_loss": 0.7071340170477162 + }, + { + "train_step": 2694, + "sup_loss": 0.4965028383789092 + }, + { + "train_step": 2695, + "sup_loss": 0.6975216653089948 + }, + { + "train_step": 2696, + "sup_loss": 0.6138305428419463 + }, + { + "train_step": 2697, + "sup_loss": 0.7779121462457483 + }, + { + "train_step": 2698, + "sup_loss": 0.7606491275854514 + }, + { + "train_step": 2699, + "sup_loss": 0.7515061796252185 + }, + { + "train_step": 2700, + "sup_loss": 0.6385494991313216 + }, + { + "train_step": 2701, + "sup_loss": 0.8260650809494114 + }, + { + "train_step": 2702, + "sup_loss": 0.7244725826458839 + }, + { + "train_step": 2703, + "sup_loss": 0.846847253384243 + }, + { + "train_step": 2704, + "sup_loss": 0.5696361671229212 + }, + { + "train_step": 2705, + "sup_loss": 0.7327574925219743 + }, + { + "train_step": 2706, + "sup_loss": 0.6328534796960066 + }, + { + "train_step": 2707, + "sup_loss": 0.7886622107903284 + }, + { + "train_step": 2708, + "sup_loss": 0.7995009579596746 + }, + { + "train_step": 2709, + "sup_loss": 0.7316495273516129 + }, + { + "train_step": 2710, + "sup_loss": 0.7579196685447399 + }, + { + "train_step": 2711, + "sup_loss": 0.7594117011532138 + }, + { + "train_step": 2712, + "sup_loss": 0.8701444977144218 + }, + { + "train_step": 2713, + "sup_loss": 0.7818317127678097 + }, + { + "train_step": 2714, + "sup_loss": 0.7547848172578684 + }, + { + "train_step": 2715, + "sup_loss": 0.7278223512861359 + }, + { + "train_step": 2716, + "sup_loss": 0.6447428729693109 + }, + { + "train_step": 2717, + "sup_loss": 0.8032121989839996 + }, + { + "train_step": 2718, + "sup_loss": 0.8019901297801224 + }, + { + "train_step": 2719, + "sup_loss": 0.8021477516598493 + }, + { + "train_step": 2720, + "sup_loss": 0.8503624124615421 + }, + { + "train_step": 2721, + "sup_loss": 0.6403098443105762 + }, + { + "train_step": 2722, + "sup_loss": 0.6233613006768933 + }, + { + "train_step": 2723, + "sup_loss": 0.8358397067397759 + }, + { + "train_step": 2724, + "sup_loss": 0.6575161289520784 + }, + { + "train_step": 2725, + "sup_loss": 0.6751518718444712 + }, + { + "train_step": 2726, + "sup_loss": 0.8324445468895235 + }, + { + "train_step": 2727, + "sup_loss": 0.6492460938855205 + }, + { + "train_step": 2728, + "sup_loss": 0.6381584187294143 + }, + { + "train_step": 2729, + "sup_loss": 0.6088591776883645 + }, + { + "train_step": 2730, + "sup_loss": 0.7777286822710701 + }, + { + "train_step": 2731, + "sup_loss": 0.585112198398362 + }, + { + "train_step": 2732, + "sup_loss": 0.5391116457231646 + }, + { + "train_step": 2733, + "sup_loss": 0.4905752252380923 + }, + { + "train_step": 2734, + "sup_loss": 0.5753546580268939 + }, + { + "train_step": 2735, + "sup_loss": 0.6636124164706981 + }, + { + "train_step": 2736, + "sup_loss": 0.565220342544716 + }, + { + "train_step": 2737, + "sup_loss": 0.6008281498050881 + }, + { + "train_step": 2738, + "sup_loss": 0.7209181106710137 + }, + { + "train_step": 2739, + "sup_loss": 0.6712856216103135 + }, + { + "train_step": 2740, + "sup_loss": 0.6449910807228555 + }, + { + "train_step": 2741, + "sup_loss": 0.7740146222994823 + }, + { + "train_step": 2742, + "sup_loss": 0.5726226102337489 + }, + { + "train_step": 2743, + "sup_loss": 0.7366281748905935 + }, + { + "train_step": 2744, + "sup_loss": 0.6184697860208139 + }, + { + "train_step": 2745, + "sup_loss": 0.7624494445195127 + }, + { + "train_step": 2746, + "sup_loss": 0.5510533715362774 + }, + { + "train_step": 2747, + "sup_loss": 0.8455931874902038 + }, + { + "train_step": 2748, + "sup_loss": 0.6959903713287385 + }, + { + "train_step": 2749, + "sup_loss": 0.7135180090450567 + }, + { + "train_step": 2750, + "sup_loss": 0.5894363252326562 + }, + { + "train_step": 2751, + "sup_loss": 0.4993505719089319 + }, + { + "train_step": 2752, + "sup_loss": 0.6220467206533791 + }, + { + "train_step": 2753, + "sup_loss": 0.6830227629747097 + }, + { + "train_step": 2754, + "sup_loss": 0.8211215896461086 + }, + { + "train_step": 2755, + "sup_loss": 0.6076803976595211 + }, + { + "train_step": 2756, + "sup_loss": 0.5427010311209747 + }, + { + "train_step": 2757, + "sup_loss": 0.38145000112303246 + }, + { + "train_step": 2758, + "sup_loss": 0.741312011884054 + }, + { + "train_step": 2759, + "sup_loss": 0.6855088634783767 + }, + { + "train_step": 2760, + "sup_loss": 0.8414042831328508 + }, + { + "train_step": 2761, + "sup_loss": 0.7136240496269608 + }, + { + "train_step": 2762, + "sup_loss": 0.48463529308618414 + }, + { + "train_step": 2763, + "sup_loss": 0.8530226090410952 + }, + { + "train_step": 2764, + "sup_loss": 0.30792643315600576 + }, + { + "train_step": 2765, + "sup_loss": 0.7139588184915655 + }, + { + "train_step": 2766, + "sup_loss": 0.3229431609647353 + }, + { + "train_step": 2767, + "sup_loss": 0.5171568929894504 + }, + { + "train_step": 2768, + "sup_loss": 0.6143549835009167 + }, + { + "train_step": 2769, + "sup_loss": 0.8316417594994535 + }, + { + "train_step": 2770, + "sup_loss": 0.5467790601459737 + }, + { + "train_step": 2771, + "sup_loss": 0.48700503992429156 + }, + { + "train_step": 2772, + "sup_loss": 0.7908870976764287 + }, + { + "train_step": 2773, + "sup_loss": 0.7473408416796737 + }, + { + "train_step": 2774, + "sup_loss": 0.7182636067071667 + }, + { + "train_step": 2775, + "sup_loss": 0.7964064043404159 + }, + { + "train_step": 2776, + "sup_loss": 0.7870600625940274 + }, + { + "train_step": 2777, + "sup_loss": 0.6142980680236994 + }, + { + "train_step": 2778, + "sup_loss": 0.7717492422607444 + }, + { + "train_step": 2779, + "sup_loss": 0.8018195115930538 + }, + { + "train_step": 2780, + "sup_loss": 0.7931753803189462 + }, + { + "train_step": 2781, + "sup_loss": 0.7366989269380338 + }, + { + "train_step": 2782, + "sup_loss": 0.6075841069094344 + }, + { + "train_step": 2783, + "sup_loss": 0.8295968641836984 + }, + { + "train_step": 2784, + "sup_loss": 0.6351721766295868 + }, + { + "train_step": 2785, + "sup_loss": 0.6821868663712128 + }, + { + "train_step": 2786, + "sup_loss": 0.6977687689666451 + }, + { + "train_step": 2787, + "sup_loss": 0.7905791103701539 + }, + { + "train_step": 2788, + "sup_loss": 0.696244962723562 + }, + { + "train_step": 2789, + "sup_loss": 0.5459355216620558 + }, + { + "train_step": 2790, + "sup_loss": 0.764331870229484 + }, + { + "train_step": 2791, + "sup_loss": 0.8533590115269767 + }, + { + "train_step": 2792, + "sup_loss": 0.8097870295397221 + }, + { + "train_step": 2793, + "sup_loss": 0.6093694416657639 + }, + { + "train_step": 2794, + "sup_loss": 0.5007610719095957 + }, + { + "train_step": 2795, + "sup_loss": 0.8010500308854557 + }, + { + "train_step": 2796, + "sup_loss": 0.5746092599709128 + }, + { + "train_step": 2797, + "sup_loss": 0.7632132921700786 + }, + { + "train_step": 2798, + "sup_loss": 0.8930599284085979 + }, + { + "train_step": 2799, + "sup_loss": 0.7377513291488984 + }, + { + "train_step": 2800, + "sup_loss": 0.750510951937207 + }, + { + "train_step": 2801, + "sup_loss": 0.6707419580996394 + }, + { + "train_step": 2802, + "sup_loss": 0.6613311821270313 + }, + { + "train_step": 2803, + "sup_loss": 0.58349744193022 + }, + { + "train_step": 2804, + "sup_loss": 0.39315728775328096 + }, + { + "train_step": 2805, + "sup_loss": 0.6538405494549543 + }, + { + "train_step": 2806, + "sup_loss": 0.6229984148265767 + }, + { + "train_step": 2807, + "sup_loss": 0.7106631275523708 + }, + { + "train_step": 2808, + "sup_loss": 0.6111714420486992 + }, + { + "train_step": 2809, + "sup_loss": 0.6403936661761072 + }, + { + "train_step": 2810, + "sup_loss": 0.7957453349283543 + }, + { + "train_step": 2811, + "sup_loss": 0.7385285169697304 + }, + { + "train_step": 2812, + "sup_loss": 0.644082002006612 + }, + { + "train_step": 2813, + "sup_loss": 0.6414500969557521 + }, + { + "train_step": 2814, + "sup_loss": 0.6951673364513065 + }, + { + "train_step": 2815, + "sup_loss": 0.7452068866520213 + }, + { + "train_step": 2816, + "sup_loss": 0.7305878796064535 + }, + { + "train_step": 2817, + "sup_loss": 0.6748576644621234 + }, + { + "train_step": 2818, + "sup_loss": 0.4487045973948184 + }, + { + "train_step": 2819, + "sup_loss": 0.8218440553396023 + }, + { + "train_step": 2820, + "sup_loss": 0.6631747572449664 + }, + { + "train_step": 2821, + "sup_loss": 0.8347135852936032 + }, + { + "train_step": 2822, + "sup_loss": 0.7133511401306565 + }, + { + "train_step": 2823, + "sup_loss": 0.6185461862382022 + }, + { + "train_step": 2824, + "sup_loss": 0.8424162367593452 + }, + { + "train_step": 2825, + "sup_loss": 0.7513017636502045 + }, + { + "train_step": 2826, + "sup_loss": 0.8220739692105535 + }, + { + "train_step": 2827, + "sup_loss": 0.6381556462002699 + }, + { + "train_step": 2828, + "sup_loss": 0.8482375917151335 + }, + { + "train_step": 2829, + "sup_loss": 0.7235614196301239 + }, + { + "train_step": 2830, + "sup_loss": 0.7627729756108399 + }, + { + "train_step": 2831, + "sup_loss": 0.7728200421783693 + }, + { + "train_step": 2832, + "sup_loss": 0.7180018438520951 + }, + { + "train_step": 2833, + "sup_loss": 0.6214625396611404 + }, + { + "train_step": 2834, + "sup_loss": 0.6359430738381098 + }, + { + "train_step": 2835, + "sup_loss": 0.5731910033704861 + }, + { + "train_step": 2836, + "sup_loss": 0.5398666686653233 + }, + { + "train_step": 2837, + "sup_loss": 0.6368325838559039 + }, + { + "train_step": 2838, + "sup_loss": 0.5266037940228029 + }, + { + "train_step": 2839, + "sup_loss": 0.32611672771847916 + }, + { + "train_step": 2840, + "sup_loss": 0.9058193830904722 + }, + { + "train_step": 2841, + "sup_loss": 0.8873006963346544 + }, + { + "train_step": 2842, + "sup_loss": 0.8575800691971752 + }, + { + "train_step": 2843, + "sup_loss": 0.7046695732643441 + }, + { + "train_step": 2844, + "sup_loss": 0.4598531151758683 + }, + { + "train_step": 2845, + "sup_loss": 0.5949607829222642 + }, + { + "train_step": 2846, + "sup_loss": 0.6461947681458599 + }, + { + "train_step": 2847, + "sup_loss": 0.4447472429101525 + }, + { + "train_step": 2848, + "sup_loss": 0.5035707317787973 + }, + { + "train_step": 2849, + "sup_loss": 0.5434495257425233 + }, + { + "train_step": 2850, + "sup_loss": 0.6527712100839085 + }, + { + "train_step": 2851, + "sup_loss": 0.7466548045925644 + }, + { + "train_step": 2852, + "sup_loss": 0.6572006090298974 + }, + { + "train_step": 2853, + "sup_loss": 0.6281833977950928 + }, + { + "train_step": 2854, + "sup_loss": 0.44906804653125915 + }, + { + "train_step": 2855, + "sup_loss": 0.5921233565650132 + }, + { + "train_step": 2856, + "sup_loss": 0.5347937608434287 + }, + { + "train_step": 2857, + "sup_loss": 0.6310300622481175 + }, + { + "train_step": 2858, + "sup_loss": 0.6266500895993529 + }, + { + "train_step": 2859, + "sup_loss": 0.708664891750359 + }, + { + "train_step": 2860, + "sup_loss": 0.782166744382512 + }, + { + "train_step": 2861, + "sup_loss": 0.710476418522919 + }, + { + "train_step": 2862, + "sup_loss": 0.41021490587106585 + }, + { + "train_step": 2863, + "sup_loss": 0.7278810325391538 + }, + { + "train_step": 2864, + "sup_loss": 0.7621938269127063 + }, + { + "train_step": 2865, + "sup_loss": 0.7058702217727981 + }, + { + "train_step": 2866, + "sup_loss": 0.6158884461009811 + }, + { + "train_step": 2867, + "sup_loss": 0.7557757637296459 + }, + { + "train_step": 2868, + "sup_loss": 0.7908214536593916 + }, + { + "train_step": 2869, + "sup_loss": 0.8444681497087343 + }, + { + "train_step": 2870, + "sup_loss": 0.5872964156419076 + }, + { + "train_step": 2871, + "sup_loss": 0.8208472016595894 + }, + { + "train_step": 2872, + "sup_loss": 0.7165693490342551 + }, + { + "train_step": 2873, + "sup_loss": 0.5845667823089302 + }, + { + "train_step": 2874, + "sup_loss": 0.755952546331387 + }, + { + "train_step": 2875, + "sup_loss": 0.7767331395785455 + }, + { + "train_step": 2876, + "sup_loss": 0.6788713550218649 + }, + { + "train_step": 2877, + "sup_loss": 0.7699999819872657 + }, + { + "train_step": 2878, + "sup_loss": 0.8082094816338122 + }, + { + "train_step": 2879, + "sup_loss": 0.47050957559673384 + }, + { + "train_step": 2880, + "sup_loss": 0.658602284384904 + }, + { + "train_step": 2881, + "sup_loss": 0.8293891016980095 + }, + { + "train_step": 2882, + "sup_loss": 0.7406028462781707 + }, + { + "train_step": 2883, + "sup_loss": 0.7233263548165473 + }, + { + "train_step": 2884, + "sup_loss": 0.7809616062917436 + }, + { + "train_step": 2885, + "sup_loss": 0.7424676881886744 + }, + { + "train_step": 2886, + "sup_loss": 0.9729953249024366 + }, + { + "train_step": 2887, + "sup_loss": 0.7589743809283231 + }, + { + "train_step": 2888, + "sup_loss": 0.7245994295695657 + }, + { + "train_step": 2889, + "sup_loss": 0.733734241798419 + }, + { + "train_step": 2890, + "sup_loss": 0.7397259074058997 + }, + { + "train_step": 2891, + "sup_loss": 0.7512543992164278 + }, + { + "train_step": 2892, + "sup_loss": 0.478241542923738 + }, + { + "train_step": 2893, + "sup_loss": 0.6810353322400883 + }, + { + "train_step": 2894, + "sup_loss": 0.7143056682149305 + }, + { + "train_step": 2895, + "sup_loss": 0.6628687765316152 + }, + { + "train_step": 2896, + "sup_loss": 0.7951036089316337 + }, + { + "train_step": 2897, + "sup_loss": 0.6002876745240175 + }, + { + "train_step": 2898, + "sup_loss": 0.4373848313218496 + }, + { + "train_step": 2899, + "sup_loss": 0.7075580191266189 + }, + { + "train_step": 2900, + "sup_loss": 0.6733992412154806 + }, + { + "train_step": 2901, + "sup_loss": 0.6453041691777511 + }, + { + "train_step": 2902, + "sup_loss": 0.5155459830034139 + }, + { + "train_step": 2903, + "sup_loss": 0.6617841461553677 + }, + { + "train_step": 2904, + "sup_loss": 0.6784584495260126 + }, + { + "train_step": 2905, + "sup_loss": 0.6162317179936696 + }, + { + "train_step": 2906, + "sup_loss": 0.7248880334978852 + }, + { + "train_step": 2907, + "sup_loss": 0.6928154436089353 + }, + { + "train_step": 2908, + "sup_loss": 0.6921119302661907 + }, + { + "train_step": 2909, + "sup_loss": 0.48009516518026474 + }, + { + "train_step": 2910, + "sup_loss": 0.6129315892868357 + }, + { + "train_step": 2911, + "sup_loss": 0.7119738365488658 + }, + { + "train_step": 2912, + "sup_loss": 0.5150441229406739 + }, + { + "train_step": 2913, + "sup_loss": 0.8326494141660375 + }, + { + "train_step": 2914, + "sup_loss": 0.5451925795283457 + }, + { + "train_step": 2915, + "sup_loss": 0.7079253379604132 + }, + { + "train_step": 2916, + "sup_loss": 0.6665940703105642 + }, + { + "train_step": 2917, + "sup_loss": 0.6464174753640844 + }, + { + "train_step": 2918, + "sup_loss": 0.5267148286960335 + }, + { + "train_step": 2919, + "sup_loss": 0.5514734318109946 + }, + { + "train_step": 2920, + "sup_loss": 0.7692732117536999 + }, + { + "train_step": 2921, + "sup_loss": 0.479155698102874 + }, + { + "train_step": 2922, + "sup_loss": 0.8171619909753577 + }, + { + "train_step": 2923, + "sup_loss": 0.7861202159401506 + }, + { + "train_step": 2924, + "sup_loss": 0.7490631843760209 + }, + { + "train_step": 2925, + "sup_loss": 0.6828441544023651 + }, + { + "train_step": 2926, + "sup_loss": 0.6079603735508682 + }, + { + "train_step": 2927, + "sup_loss": 0.8099819707665012 + }, + { + "train_step": 2928, + "sup_loss": 0.701507719644598 + }, + { + "train_step": 2929, + "sup_loss": 0.8183087594539373 + }, + { + "train_step": 2930, + "sup_loss": 0.7043312002248878 + }, + { + "train_step": 2931, + "sup_loss": 0.7889485466026204 + }, + { + "train_step": 2932, + "sup_loss": 0.6130187804148465 + }, + { + "train_step": 2933, + "sup_loss": 0.705410191409887 + }, + { + "train_step": 2934, + "sup_loss": 0.6604592311911639 + }, + { + "train_step": 2935, + "sup_loss": 0.655379271198798 + }, + { + "train_step": 2936, + "sup_loss": 0.6118784541397351 + }, + { + "train_step": 2937, + "sup_loss": 0.39687700928547615 + }, + { + "train_step": 2938, + "sup_loss": 0.6047919355775819 + }, + { + "train_step": 2939, + "sup_loss": 0.8308502246467183 + }, + { + "train_step": 2940, + "sup_loss": 0.7595890272995015 + }, + { + "train_step": 2941, + "sup_loss": 0.7416895596272 + }, + { + "train_step": 2942, + "sup_loss": 0.5807127346206085 + }, + { + "train_step": 2943, + "sup_loss": 0.6315294943771308 + }, + { + "train_step": 2944, + "sup_loss": 0.7513951171506049 + }, + { + "train_step": 2945, + "sup_loss": 0.655886269901379 + }, + { + "train_step": 2946, + "sup_loss": 0.6965898150991834 + }, + { + "train_step": 2947, + "sup_loss": 0.5873950154494032 + }, + { + "train_step": 2948, + "sup_loss": 0.56260130889742 + }, + { + "train_step": 2949, + "sup_loss": 0.6670448210361314 + }, + { + "train_step": 2950, + "sup_loss": 0.5531648263956342 + }, + { + "train_step": 2951, + "sup_loss": 0.5432631505221099 + }, + { + "train_step": 2952, + "sup_loss": 0.8314555900551988 + }, + { + "train_step": 2953, + "sup_loss": 0.5931597819752115 + }, + { + "train_step": 2954, + "sup_loss": 0.7346531596648038 + }, + { + "train_step": 2955, + "sup_loss": 0.48303740031460524 + }, + { + "train_step": 2956, + "sup_loss": 0.8004830854404775 + }, + { + "train_step": 2957, + "sup_loss": 0.5702996721647449 + }, + { + "train_step": 2958, + "sup_loss": 0.8310532198406966 + }, + { + "train_step": 2959, + "sup_loss": 0.7545153102646942 + }, + { + "train_step": 2960, + "sup_loss": 0.5061575373251506 + }, + { + "train_step": 2961, + "sup_loss": 0.4559257123168115 + }, + { + "train_step": 2962, + "sup_loss": 0.585081963333038 + }, + { + "train_step": 2963, + "sup_loss": 0.48953766008429866 + }, + { + "train_step": 2964, + "sup_loss": 0.712469696032567 + }, + { + "train_step": 2965, + "sup_loss": 0.7953805738783257 + }, + { + "train_step": 2966, + "sup_loss": 0.5346895957998312 + }, + { + "train_step": 2967, + "sup_loss": 0.6730422494437429 + }, + { + "train_step": 2968, + "sup_loss": 0.7577724371102004 + }, + { + "train_step": 2969, + "sup_loss": 0.49135036021320655 + }, + { + "train_step": 2970, + "sup_loss": 0.7355673264900319 + }, + { + "train_step": 2971, + "sup_loss": 0.7584630240922047 + }, + { + "train_step": 2972, + "sup_loss": 0.8089416362395739 + }, + { + "train_step": 2973, + "sup_loss": 0.5406004907214553 + }, + { + "train_step": 2974, + "sup_loss": 0.5542256205868707 + }, + { + "train_step": 2975, + "sup_loss": 0.5493237349532639 + }, + { + "train_step": 2976, + "sup_loss": 0.8000915612281112 + }, + { + "train_step": 2977, + "sup_loss": 0.7516647639754227 + }, + { + "train_step": 2978, + "sup_loss": 0.8179604422511781 + }, + { + "train_step": 2979, + "sup_loss": 0.8144982093961792 + }, + { + "train_step": 2980, + "sup_loss": 0.5962526237143124 + }, + { + "train_step": 2981, + "sup_loss": 0.6551177546893625 + }, + { + "train_step": 2982, + "sup_loss": 0.603446747577567 + }, + { + "train_step": 2983, + "sup_loss": 0.44112895524640805 + }, + { + "train_step": 2984, + "sup_loss": 0.6864301946478357 + }, + { + "train_step": 2985, + "sup_loss": 0.5787768143122364 + }, + { + "train_step": 2986, + "sup_loss": 0.4617033812282892 + }, + { + "train_step": 2987, + "sup_loss": 0.6886610292316865 + }, + { + "train_step": 2988, + "sup_loss": 0.6490573584025694 + }, + { + "train_step": 2989, + "sup_loss": 0.5703377400987237 + }, + { + "train_step": 2990, + "sup_loss": 0.8062193999149514 + }, + { + "train_step": 2991, + "sup_loss": 0.6057164306456131 + }, + { + "train_step": 2992, + "sup_loss": 0.9010701684560561 + }, + { + "train_step": 2993, + "sup_loss": 0.8335326522188162 + }, + { + "train_step": 2994, + "sup_loss": 0.8699064538777266 + }, + { + "train_step": 2995, + "sup_loss": 0.5748232995163715 + }, + { + "train_step": 2996, + "sup_loss": 0.5352481322516104 + }, + { + "train_step": 2997, + "sup_loss": 0.531138497923634 + }, + { + "train_step": 2998, + "sup_loss": 0.569237671662274 + }, + { + "train_step": 2999, + "sup_loss": 0.7163081610963644 + }, + { + "train_step": 3000, + "sup_loss": 0.5740896293231881 + }, + { + "train_step": 3001, + "sup_loss": 0.7906698406643746 + }, + { + "train_step": 3002, + "sup_loss": 0.8317191343577298 + }, + { + "train_step": 3003, + "sup_loss": 0.806485580181093 + }, + { + "train_step": 3004, + "sup_loss": 0.6392849725295592 + }, + { + "train_step": 3005, + "sup_loss": 0.7889858163424992 + }, + { + "train_step": 3006, + "sup_loss": 0.4562810977951081 + }, + { + "train_step": 3007, + "sup_loss": 0.43062474773551584 + }, + { + "train_step": 3008, + "sup_loss": 0.4755953216713909 + }, + { + "train_step": 3009, + "sup_loss": 0.7408804466915493 + }, + { + "train_step": 3010, + "sup_loss": 0.5066337959412336 + }, + { + "train_step": 3011, + "sup_loss": 0.7277620539548677 + }, + { + "train_step": 3012, + "sup_loss": 0.7059809237659143 + }, + { + "train_step": 3013, + "sup_loss": 0.8502722269268954 + }, + { + "train_step": 3014, + "sup_loss": 0.699565238387081 + }, + { + "train_step": 3015, + "sup_loss": 0.49907111708085117 + }, + { + "train_step": 3016, + "sup_loss": 0.856465871385208 + }, + { + "train_step": 3017, + "sup_loss": 0.6620885036511561 + }, + { + "train_step": 3018, + "sup_loss": 0.7606432336132228 + }, + { + "train_step": 3019, + "sup_loss": 0.6136233298027399 + }, + { + "train_step": 3020, + "sup_loss": 0.595194303880449 + }, + { + "train_step": 3021, + "sup_loss": 0.6126548326793504 + }, + { + "train_step": 3022, + "sup_loss": 0.7090583725197365 + }, + { + "train_step": 3023, + "sup_loss": 0.5213766924451435 + }, + { + "train_step": 3024, + "sup_loss": 0.8023207902840821 + }, + { + "train_step": 3025, + "sup_loss": 0.6018719425178919 + }, + { + "train_step": 3026, + "sup_loss": 0.4878555831365088 + }, + { + "train_step": 3027, + "sup_loss": 0.7879389405794571 + }, + { + "train_step": 3028, + "sup_loss": 0.6106865969983537 + }, + { + "train_step": 3029, + "sup_loss": 0.6987845235646715 + }, + { + "train_step": 3030, + "sup_loss": 0.7900730976515814 + }, + { + "train_step": 3031, + "sup_loss": 0.5850565994078601 + }, + { + "train_step": 3032, + "sup_loss": 0.742431804542048 + }, + { + "train_step": 3033, + "sup_loss": 0.5893902189848997 + }, + { + "train_step": 3034, + "sup_loss": 0.789520935749548 + }, + { + "train_step": 3035, + "sup_loss": 0.5648497200022844 + }, + { + "train_step": 3036, + "sup_loss": 0.8179102424158624 + }, + { + "train_step": 3037, + "sup_loss": 0.8739235385504791 + }, + { + "train_step": 3038, + "sup_loss": 0.5261641170514472 + }, + { + "train_step": 3039, + "sup_loss": 0.5831701759644039 + }, + { + "train_step": 3040, + "sup_loss": 0.6073651437341541 + }, + { + "train_step": 3041, + "sup_loss": 0.8377905436491728 + }, + { + "train_step": 3042, + "sup_loss": 0.7049809402038042 + }, + { + "train_step": 3043, + "sup_loss": 0.7000717612739523 + }, + { + "train_step": 3044, + "sup_loss": 0.7401712509901934 + }, + { + "train_step": 3045, + "sup_loss": 0.6829445757314792 + }, + { + "train_step": 3046, + "sup_loss": 0.8472203686680828 + }, + { + "train_step": 3047, + "sup_loss": 0.7976723781812205 + }, + { + "train_step": 3048, + "sup_loss": 0.7042941791371145 + }, + { + "train_step": 3049, + "sup_loss": 0.602400220709464 + }, + { + "train_step": 3050, + "sup_loss": 0.7527236036505626 + }, + { + "train_step": 3051, + "sup_loss": 0.65826525858726 + }, + { + "train_step": 3052, + "sup_loss": 0.4207615267796487 + }, + { + "train_step": 3053, + "sup_loss": 0.5659923775839626 + }, + { + "train_step": 3054, + "sup_loss": 0.6786770130350497 + }, + { + "train_step": 3055, + "sup_loss": 0.669966946302507 + }, + { + "train_step": 3056, + "sup_loss": 0.4700591289730802 + }, + { + "train_step": 3057, + "sup_loss": 0.5658531023940151 + }, + { + "train_step": 3058, + "sup_loss": 0.6385714495726564 + }, + { + "train_step": 3059, + "sup_loss": 0.577913240605959 + }, + { + "train_step": 3060, + "sup_loss": 0.6650562386759863 + }, + { + "train_step": 3061, + "sup_loss": 0.623181764689754 + }, + { + "train_step": 3062, + "sup_loss": 0.7126016887847331 + }, + { + "train_step": 3063, + "sup_loss": 0.6312594518629966 + }, + { + "train_step": 3064, + "sup_loss": 0.7183328452476984 + }, + { + "train_step": 3065, + "sup_loss": 0.6621482769770751 + }, + { + "train_step": 3066, + "sup_loss": 0.6149715462583395 + }, + { + "train_step": 3067, + "sup_loss": 0.6879456324879583 + }, + { + "train_step": 3068, + "sup_loss": 0.29606554365029675 + }, + { + "train_step": 3069, + "sup_loss": 0.798371298701097 + }, + { + "train_step": 3070, + "sup_loss": 0.5785769963820865 + }, + { + "train_step": 3071, + "sup_loss": 0.5596018487267604 + }, + { + "train_step": 3072, + "sup_loss": 0.7411133696733702 + }, + { + "train_step": 3073, + "sup_loss": 0.6862190524129792 + }, + { + "train_step": 3074, + "sup_loss": 0.8309506143310394 + }, + { + "train_step": 3075, + "sup_loss": 0.5436284392060423 + }, + { + "train_step": 3076, + "sup_loss": 0.6352574577266273 + }, + { + "train_step": 3077, + "sup_loss": 0.589257002472654 + }, + { + "train_step": 3078, + "sup_loss": 0.668382951320606 + }, + { + "train_step": 3079, + "sup_loss": 0.790434078555967 + }, + { + "train_step": 3080, + "sup_loss": 0.7239460303653026 + }, + { + "train_step": 3081, + "sup_loss": 0.5340548736504249 + }, + { + "train_step": 3082, + "sup_loss": 0.7349731290000071 + }, + { + "train_step": 3083, + "sup_loss": 0.4818087780519068 + }, + { + "train_step": 3084, + "sup_loss": 0.627342616464329 + }, + { + "train_step": 3085, + "sup_loss": 0.5163704388548798 + }, + { + "train_step": 3086, + "sup_loss": 0.6608719768434071 + }, + { + "train_step": 3087, + "sup_loss": 0.5082280802039779 + }, + { + "train_step": 3088, + "sup_loss": 0.753779857749483 + }, + { + "train_step": 3089, + "sup_loss": 0.5156028655891405 + }, + { + "train_step": 3090, + "sup_loss": 0.9329362780262714 + }, + { + "train_step": 3091, + "sup_loss": 0.6604598894750751 + }, + { + "train_step": 3092, + "sup_loss": 0.8546815209281492 + }, + { + "train_step": 3093, + "sup_loss": 0.6216688718459111 + }, + { + "train_step": 3094, + "sup_loss": 0.806680118019451 + }, + { + "train_step": 3095, + "sup_loss": 0.4645951409440423 + }, + { + "train_step": 3096, + "sup_loss": 0.7253288528436294 + }, + { + "train_step": 3097, + "sup_loss": 0.6348691390803185 + }, + { + "train_step": 3098, + "sup_loss": 0.5181811231800355 + }, + { + "train_step": 3099, + "sup_loss": 0.7504006000077537 + }, + { + "train_step": 3100, + "sup_loss": 0.8112161024184571 + }, + { + "train_step": 3101, + "sup_loss": 0.6854985420985882 + }, + { + "train_step": 3102, + "sup_loss": 0.5967905232492751 + }, + { + "train_step": 3103, + "sup_loss": 0.3558608828675316 + }, + { + "train_step": 3104, + "sup_loss": 0.6533916289854927 + }, + { + "train_step": 3105, + "sup_loss": 0.600475432022989 + }, + { + "train_step": 3106, + "sup_loss": 0.596359264601007 + }, + { + "train_step": 3107, + "sup_loss": 0.5274270297284259 + }, + { + "train_step": 3108, + "sup_loss": 0.6900649708408703 + }, + { + "train_step": 3109, + "sup_loss": 0.7866939541276934 + }, + { + "train_step": 3110, + "sup_loss": 0.8290987926777988 + }, + { + "train_step": 3111, + "sup_loss": 0.6955211114898345 + }, + { + "train_step": 3112, + "sup_loss": 0.5295953883374417 + }, + { + "train_step": 3113, + "sup_loss": 0.6792790223820151 + }, + { + "train_step": 3114, + "sup_loss": 0.6531821793639271 + }, + { + "train_step": 3115, + "sup_loss": 0.48715609579292596 + }, + { + "train_step": 3116, + "sup_loss": 0.4847257196563448 + }, + { + "train_step": 3117, + "sup_loss": 0.6545108315649368 + }, + { + "train_step": 3118, + "sup_loss": 0.6867053345266153 + }, + { + "train_step": 3119, + "sup_loss": 0.6746069702837671 + }, + { + "train_step": 3120, + "sup_loss": 0.7810488776291749 + }, + { + "train_step": 3121, + "sup_loss": 0.7224733594869619 + }, + { + "train_step": 3122, + "sup_loss": 0.6384352661532038 + }, + { + "train_step": 3123, + "sup_loss": 0.5283709757768679 + }, + { + "train_step": 3124, + "sup_loss": 0.6029433501397141 + }, + { + "train_step": 3125, + "sup_loss": 0.6412342397495916 + }, + { + "train_step": 3126, + "sup_loss": 0.6979348445139385 + }, + { + "train_step": 3127, + "sup_loss": 0.5935006810548101 + }, + { + "train_step": 3128, + "sup_loss": 0.6325580207909978 + }, + { + "train_step": 3129, + "sup_loss": 0.45973730423084735 + }, + { + "train_step": 3130, + "sup_loss": 0.5906131772187257 + }, + { + "train_step": 3131, + "sup_loss": 0.6074859142661083 + }, + { + "train_step": 3132, + "sup_loss": 0.5848700356310194 + }, + { + "train_step": 3133, + "sup_loss": 0.7653523744454499 + }, + { + "train_step": 3134, + "sup_loss": 0.6732460492821711 + }, + { + "train_step": 3135, + "sup_loss": 0.5578878399877476 + }, + { + "train_step": 3136, + "sup_loss": 0.7335747772981407 + }, + { + "train_step": 3137, + "sup_loss": 0.7749239996107075 + }, + { + "train_step": 3138, + "sup_loss": 0.6347188133930711 + }, + { + "train_step": 3139, + "sup_loss": 0.7530905264858057 + }, + { + "train_step": 3140, + "sup_loss": 0.6768553869693831 + }, + { + "train_step": 3141, + "sup_loss": 0.6872707284254086 + }, + { + "train_step": 3142, + "sup_loss": 0.784634668511074 + }, + { + "train_step": 3143, + "sup_loss": 0.6988522842788578 + }, + { + "train_step": 3144, + "sup_loss": 0.6290505269710422 + }, + { + "train_step": 3145, + "sup_loss": 0.7845854294418697 + }, + { + "train_step": 3146, + "sup_loss": 0.6977859858151085 + }, + { + "train_step": 3147, + "sup_loss": 0.8468806584609362 + }, + { + "train_step": 3148, + "sup_loss": 0.6488524201401147 + }, + { + "train_step": 3149, + "sup_loss": 0.5657691176116695 + }, + { + "train_step": 3150, + "sup_loss": 0.8097583137307297 + }, + { + "train_step": 3151, + "sup_loss": 0.6214642245433186 + }, + { + "train_step": 3152, + "sup_loss": 0.7227392502882126 + }, + { + "train_step": 3153, + "sup_loss": 0.8441708873192643 + }, + { + "train_step": 3154, + "sup_loss": 0.818378296164394 + }, + { + "train_step": 3155, + "sup_loss": 0.7725848201878761 + }, + { + "train_step": 3156, + "sup_loss": 0.6462617052522466 + }, + { + "train_step": 3157, + "sup_loss": 0.801984030533641 + }, + { + "train_step": 3158, + "sup_loss": 0.5870563397289534 + }, + { + "train_step": 3159, + "sup_loss": 0.4998366586056669 + }, + { + "train_step": 3160, + "sup_loss": 0.6052386412658287 + }, + { + "train_step": 3161, + "sup_loss": 0.7649583876615389 + }, + { + "train_step": 3162, + "sup_loss": 0.564816997447573 + }, + { + "train_step": 3163, + "sup_loss": 0.5371713501488706 + }, + { + "train_step": 3164, + "sup_loss": 0.44244576420841264 + }, + { + "train_step": 3165, + "sup_loss": 0.33018030153755595 + }, + { + "train_step": 3166, + "sup_loss": 0.8220307299835153 + }, + { + "train_step": 3167, + "sup_loss": 0.5790827805648608 + }, + { + "train_step": 3168, + "sup_loss": 0.8236509486541741 + }, + { + "train_step": 3169, + "sup_loss": 0.700759859770429 + }, + { + "train_step": 3170, + "sup_loss": 0.7064605232565266 + }, + { + "train_step": 3171, + "sup_loss": 0.6284581798953894 + }, + { + "train_step": 3172, + "sup_loss": 0.7666832239342617 + }, + { + "train_step": 3173, + "sup_loss": 0.6572438974941889 + }, + { + "train_step": 3174, + "sup_loss": 0.599266127410392 + }, + { + "train_step": 3175, + "sup_loss": 0.5277753010566222 + }, + { + "train_step": 3176, + "sup_loss": 0.5620583143199385 + }, + { + "train_step": 3177, + "sup_loss": 0.6586396835844811 + }, + { + "train_step": 3178, + "sup_loss": 0.8663854433316013 + }, + { + "train_step": 3179, + "sup_loss": 0.6134434598251061 + }, + { + "train_step": 3180, + "sup_loss": 0.6364278345729103 + }, + { + "train_step": 3181, + "sup_loss": 0.5279256987457083 + }, + { + "train_step": 3182, + "sup_loss": 0.710161101466148 + }, + { + "train_step": 3183, + "sup_loss": 0.5830635981881295 + }, + { + "train_step": 3184, + "sup_loss": 0.7535202731060369 + }, + { + "train_step": 3185, + "sup_loss": 0.6590418110815376 + }, + { + "train_step": 3186, + "sup_loss": 0.6577571374256216 + }, + { + "train_step": 3187, + "sup_loss": 0.7189945181853863 + }, + { + "train_step": 3188, + "sup_loss": 0.7259035812100928 + }, + { + "train_step": 3189, + "sup_loss": 0.725856405685126 + }, + { + "train_step": 3190, + "sup_loss": 0.8272338835435851 + }, + { + "train_step": 3191, + "sup_loss": 0.6911124281570976 + }, + { + "train_step": 3192, + "sup_loss": 0.7062424824521011 + }, + { + "train_step": 3193, + "sup_loss": 0.8780576638423776 + }, + { + "train_step": 3194, + "sup_loss": 0.6345267414535067 + }, + { + "train_step": 3195, + "sup_loss": 0.8445033511601189 + }, + { + "train_step": 3196, + "sup_loss": 0.5456895848399742 + }, + { + "train_step": 3197, + "sup_loss": 0.6717241466083606 + }, + { + "train_step": 3198, + "sup_loss": 0.6364490039523693 + }, + { + "train_step": 3199, + "sup_loss": 0.7891358428685472 + }, + { + "train_step": 3200, + "sup_loss": 0.7458172579307545 + }, + { + "train_step": 3201, + "sup_loss": 1.2186134621092226 + }, + { + "train_step": 3202, + "sup_loss": 0.7631897897514752 + }, + { + "train_step": 3203, + "sup_loss": 0.4941029844823707 + }, + { + "train_step": 3204, + "sup_loss": 0.6382998277767654 + }, + { + "train_step": 3205, + "sup_loss": 0.7758065904702213 + }, + { + "train_step": 3206, + "sup_loss": 0.7986312725975754 + }, + { + "train_step": 3207, + "sup_loss": 0.6811648297842737 + }, + { + "train_step": 3208, + "sup_loss": 0.7619191041640537 + }, + { + "train_step": 3209, + "sup_loss": 0.6861009484823153 + }, + { + "train_step": 3210, + "sup_loss": 0.719704155718075 + }, + { + "train_step": 3211, + "sup_loss": 0.9018801657215363 + }, + { + "train_step": 3212, + "sup_loss": 0.7801075256373341 + }, + { + "train_step": 3213, + "sup_loss": 0.4560021071514561 + }, + { + "train_step": 3214, + "sup_loss": 0.438153237103309 + }, + { + "train_step": 3215, + "sup_loss": 0.43554911659649514 + }, + { + "train_step": 3216, + "sup_loss": 0.4538567076496679 + }, + { + "train_step": 3217, + "sup_loss": 0.648491231394787 + }, + { + "train_step": 3218, + "sup_loss": 0.5416649458503369 + }, + { + "train_step": 3219, + "sup_loss": 0.755621007042788 + }, + { + "train_step": 3220, + "sup_loss": 0.5784248939854035 + }, + { + "train_step": 3221, + "sup_loss": 0.5949414997233023 + }, + { + "train_step": 3222, + "sup_loss": 0.5411826152929848 + }, + { + "train_step": 3223, + "sup_loss": 0.7708795851891233 + }, + { + "train_step": 3224, + "sup_loss": 0.8449332358235052 + }, + { + "train_step": 3225, + "sup_loss": 0.6203799348081471 + }, + { + "train_step": 3226, + "sup_loss": 0.7031194609199152 + }, + { + "train_step": 3227, + "sup_loss": 0.562937191338641 + }, + { + "train_step": 3228, + "sup_loss": 0.5315033822254345 + }, + { + "train_step": 3229, + "sup_loss": 0.7690080422316841 + }, + { + "train_step": 3230, + "sup_loss": 0.7390440244030275 + }, + { + "train_step": 3231, + "sup_loss": 0.559154286647299 + }, + { + "train_step": 3232, + "sup_loss": 0.8124377890262584 + }, + { + "train_step": 3233, + "sup_loss": 0.7844351000790533 + }, + { + "train_step": 3234, + "sup_loss": 0.46718602270684234 + }, + { + "train_step": 3235, + "sup_loss": 0.6505481246472467 + }, + { + "train_step": 3236, + "sup_loss": 0.43094671886904845 + }, + { + "train_step": 3237, + "sup_loss": 0.8373849459465261 + }, + { + "train_step": 3238, + "sup_loss": 0.7675691610831662 + }, + { + "train_step": 3239, + "sup_loss": 0.5746336892139682 + }, + { + "train_step": 3240, + "sup_loss": 0.34708648879455223 + }, + { + "train_step": 3241, + "sup_loss": 0.41439109822051295 + }, + { + "train_step": 3242, + "sup_loss": 0.6106444552218141 + }, + { + "train_step": 3243, + "sup_loss": 0.7097714175039543 + }, + { + "train_step": 3244, + "sup_loss": 0.6996196998388222 + }, + { + "train_step": 3245, + "sup_loss": 0.7492058569587547 + }, + { + "train_step": 3246, + "sup_loss": 0.7313953106464439 + }, + { + "train_step": 3247, + "sup_loss": 0.42666288151232556 + }, + { + "train_step": 3248, + "sup_loss": 0.45482910202034893 + }, + { + "train_step": 3249, + "sup_loss": 0.7148613549793119 + }, + { + "train_step": 3250, + "sup_loss": 0.7763781808809613 + }, + { + "train_step": 3251, + "sup_loss": 0.5602695911097624 + }, + { + "train_step": 3252, + "sup_loss": 0.8300254263522346 + }, + { + "train_step": 3253, + "sup_loss": 0.5447080510401503 + }, + { + "train_step": 3254, + "sup_loss": 0.7670923983929623 + }, + { + "train_step": 3255, + "sup_loss": 0.7260449795592707 + }, + { + "train_step": 3256, + "sup_loss": 0.5022635237185227 + }, + { + "train_step": 3257, + "sup_loss": 0.584661033036975 + }, + { + "train_step": 3258, + "sup_loss": 0.6478284351874074 + }, + { + "train_step": 3259, + "sup_loss": 0.8047629172740683 + }, + { + "train_step": 3260, + "sup_loss": 0.8395918397898224 + }, + { + "train_step": 3261, + "sup_loss": 0.6778561988799792 + }, + { + "train_step": 3262, + "sup_loss": 0.6573748832396138 + }, + { + "train_step": 3263, + "sup_loss": 0.8445988000670943 + }, + { + "train_step": 3264, + "sup_loss": 0.8102607836711564 + }, + { + "train_step": 3265, + "sup_loss": 0.7540411559743986 + }, + { + "train_step": 3266, + "sup_loss": 0.5004560156931351 + }, + { + "train_step": 3267, + "sup_loss": 0.7020213490682539 + }, + { + "train_step": 3268, + "sup_loss": 0.7486294980786865 + }, + { + "train_step": 3269, + "sup_loss": 0.7686707642744224 + }, + { + "train_step": 3270, + "sup_loss": 0.48228206552183833 + }, + { + "train_step": 3271, + "sup_loss": 0.51213957401939 + }, + { + "train_step": 3272, + "sup_loss": 0.6155086322889364 + }, + { + "train_step": 3273, + "sup_loss": 0.7722531819356601 + }, + { + "train_step": 3274, + "sup_loss": 0.7993530625242004 + }, + { + "train_step": 3275, + "sup_loss": 0.7093207266243307 + }, + { + "train_step": 3276, + "sup_loss": 0.7449398099024582 + }, + { + "train_step": 3277, + "sup_loss": 0.7514254921818802 + }, + { + "train_step": 3278, + "sup_loss": 0.6103621955807611 + }, + { + "train_step": 3279, + "sup_loss": 0.6313440847011584 + }, + { + "train_step": 3280, + "sup_loss": 0.7107789502202929 + }, + { + "train_step": 3281, + "sup_loss": 0.41305144104107416 + }, + { + "train_step": 3282, + "sup_loss": 0.7333058583883287 + }, + { + "train_step": 3283, + "sup_loss": 0.8723606501852551 + }, + { + "train_step": 3284, + "sup_loss": 0.7291799974651452 + }, + { + "train_step": 3285, + "sup_loss": 0.7065007583913763 + }, + { + "train_step": 3286, + "sup_loss": 0.7047810979724782 + }, + { + "train_step": 3287, + "sup_loss": 0.6607774427892366 + }, + { + "train_step": 3288, + "sup_loss": 0.5209848672814604 + }, + { + "train_step": 3289, + "sup_loss": 0.5376707797591869 + }, + { + "train_step": 3290, + "sup_loss": 0.5344056988771597 + }, + { + "train_step": 3291, + "sup_loss": 0.7426916565168324 + }, + { + "train_step": 3292, + "sup_loss": 0.7551517232554883 + }, + { + "train_step": 3293, + "sup_loss": 0.5086182345164086 + }, + { + "train_step": 3294, + "sup_loss": 0.47304756925421515 + }, + { + "train_step": 3295, + "sup_loss": 0.6943833105454056 + }, + { + "train_step": 3296, + "sup_loss": 0.7814835557318729 + }, + { + "train_step": 3297, + "sup_loss": 0.6796207958284358 + }, + { + "train_step": 3298, + "sup_loss": 0.6760879323747528 + }, + { + "train_step": 3299, + "sup_loss": 0.6734523306671332 + }, + { + "train_step": 3300, + "sup_loss": 0.6027287546511003 + }, + { + "train_step": 3301, + "sup_loss": 0.6022258175991424 + }, + { + "train_step": 3302, + "sup_loss": 0.5437249412342409 + }, + { + "train_step": 3303, + "sup_loss": 0.8289776012624457 + }, + { + "train_step": 3304, + "sup_loss": 0.6590133948847993 + }, + { + "train_step": 3305, + "sup_loss": 0.7904377728837386 + }, + { + "train_step": 3306, + "sup_loss": 0.6465498556813474 + }, + { + "train_step": 3307, + "sup_loss": 0.5880568263060983 + }, + { + "train_step": 3308, + "sup_loss": 0.552047198899805 + }, + { + "train_step": 3309, + "sup_loss": 0.6894970006189548 + }, + { + "train_step": 3310, + "sup_loss": 0.7569380460419265 + }, + { + "train_step": 3311, + "sup_loss": 0.5606830015663876 + }, + { + "train_step": 3312, + "sup_loss": 0.7066635612457185 + }, + { + "train_step": 3313, + "sup_loss": 0.7653990849343026 + }, + { + "train_step": 3314, + "sup_loss": 0.522243353334197 + }, + { + "train_step": 3315, + "sup_loss": 0.2987545006633051 + }, + { + "train_step": 3316, + "sup_loss": 0.6281202298939408 + }, + { + "train_step": 3317, + "sup_loss": 0.672559227314382 + }, + { + "train_step": 3318, + "sup_loss": 0.8131729985516145 + }, + { + "train_step": 3319, + "sup_loss": 0.7796335123114959 + }, + { + "train_step": 3320, + "sup_loss": 0.645244674596108 + }, + { + "train_step": 3321, + "sup_loss": 0.6582733017640918 + }, + { + "train_step": 3322, + "sup_loss": 0.6823955786314578 + }, + { + "train_step": 3323, + "sup_loss": 0.8382289488271295 + }, + { + "train_step": 3324, + "sup_loss": 0.8016024007221612 + }, + { + "train_step": 3325, + "sup_loss": 0.7944123750929708 + }, + { + "train_step": 3326, + "sup_loss": 0.7615661184151179 + }, + { + "train_step": 3327, + "sup_loss": 0.4417543300806922 + }, + { + "train_step": 3328, + "sup_loss": 0.6543307077249402 + }, + { + "train_step": 3329, + "sup_loss": 0.5899220105239692 + }, + { + "train_step": 3330, + "sup_loss": 0.6247938570129228 + }, + { + "train_step": 3331, + "sup_loss": 0.7969226364502935 + }, + { + "train_step": 3332, + "sup_loss": 0.519867564269694 + }, + { + "train_step": 3333, + "sup_loss": 0.6088826449953373 + }, + { + "train_step": 3334, + "sup_loss": 0.7047141644002268 + }, + { + "train_step": 3335, + "sup_loss": 0.5789718760608757 + }, + { + "train_step": 3336, + "sup_loss": 0.4528197590013226 + }, + { + "train_step": 3337, + "sup_loss": 0.6999883437965603 + }, + { + "train_step": 3338, + "sup_loss": 0.7235528872899457 + }, + { + "train_step": 3339, + "sup_loss": 0.7274475650086947 + }, + { + "train_step": 3340, + "sup_loss": 0.6970084153825327 + }, + { + "train_step": 3341, + "sup_loss": 0.7367978245729361 + }, + { + "train_step": 3342, + "sup_loss": 0.6235523937853007 + }, + { + "train_step": 3343, + "sup_loss": 0.48265735151571176 + }, + { + "train_step": 3344, + "sup_loss": 0.7492569477232112 + }, + { + "train_step": 3345, + "sup_loss": 0.7661883042273426 + }, + { + "train_step": 3346, + "sup_loss": 0.6385816187924231 + }, + { + "train_step": 3347, + "sup_loss": 0.8417013353439745 + }, + { + "train_step": 3348, + "sup_loss": 0.6891845442880571 + }, + { + "train_step": 3349, + "sup_loss": 0.5145631456361882 + }, + { + "train_step": 3350, + "sup_loss": 0.7102558904798512 + }, + { + "train_step": 3351, + "sup_loss": 0.7264409508437553 + }, + { + "train_step": 3352, + "sup_loss": 0.5670773993492346 + }, + { + "train_step": 3353, + "sup_loss": 0.5038246901595421 + }, + { + "train_step": 3354, + "sup_loss": 0.6908609203913655 + }, + { + "train_step": 3355, + "sup_loss": 0.6696779801919452 + }, + { + "train_step": 3356, + "sup_loss": 0.5985621513381287 + }, + { + "train_step": 3357, + "sup_loss": 0.8465527376612821 + }, + { + "train_step": 3358, + "sup_loss": 0.7644824764159354 + }, + { + "train_step": 3359, + "sup_loss": 0.7026812449833673 + }, + { + "train_step": 3360, + "sup_loss": 0.7149264512237381 + }, + { + "train_step": 3361, + "sup_loss": 0.7370847255017766 + }, + { + "train_step": 3362, + "sup_loss": 0.5090223919559472 + }, + { + "train_step": 3363, + "sup_loss": 0.7946211025689285 + }, + { + "train_step": 3364, + "sup_loss": 0.6990863266850375 + }, + { + "train_step": 3365, + "sup_loss": 0.6109541364788456 + }, + { + "train_step": 3366, + "sup_loss": 0.7809513209583215 + }, + { + "train_step": 3367, + "sup_loss": 0.7055366481104398 + }, + { + "train_step": 3368, + "sup_loss": 0.6903781171134439 + }, + { + "train_step": 3369, + "sup_loss": 0.5742268399844678 + }, + { + "train_step": 3370, + "sup_loss": 0.6528540966345928 + }, + { + "train_step": 3371, + "sup_loss": 0.5600105684374398 + }, + { + "train_step": 3372, + "sup_loss": 0.7759727389132702 + }, + { + "train_step": 3373, + "sup_loss": 0.6363079126422112 + }, + { + "train_step": 3374, + "sup_loss": 0.669918556559243 + }, + { + "train_step": 3375, + "sup_loss": 0.7585316780656085 + }, + { + "train_step": 3376, + "sup_loss": 0.394618759439667 + }, + { + "train_step": 3377, + "sup_loss": 0.6690909818156717 + }, + { + "train_step": 3378, + "sup_loss": 0.7908306619175839 + }, + { + "train_step": 3379, + "sup_loss": 0.6339181427593423 + }, + { + "train_step": 3380, + "sup_loss": 0.5831506544720518 + }, + { + "train_step": 3381, + "sup_loss": 0.7921809284406649 + }, + { + "train_step": 3382, + "sup_loss": 0.645808815682627 + }, + { + "train_step": 3383, + "sup_loss": 0.7739636436183729 + }, + { + "train_step": 3384, + "sup_loss": 0.6526392246912353 + }, + { + "train_step": 3385, + "sup_loss": 0.7754305887659985 + }, + { + "train_step": 3386, + "sup_loss": 0.662836829744462 + }, + { + "train_step": 3387, + "sup_loss": 0.7769557439568877 + }, + { + "train_step": 3388, + "sup_loss": 0.5307719972437752 + }, + { + "train_step": 3389, + "sup_loss": 0.43126312152953655 + }, + { + "train_step": 3390, + "sup_loss": 0.7546309363281395 + }, + { + "train_step": 3391, + "sup_loss": 0.6936220841724878 + }, + { + "train_step": 3392, + "sup_loss": 0.6517534972607242 + }, + { + "train_step": 3393, + "sup_loss": 0.6732157260117918 + }, + { + "train_step": 3394, + "sup_loss": 0.7419296280149762 + }, + { + "train_step": 3395, + "sup_loss": 0.4727550234373546 + }, + { + "train_step": 3396, + "sup_loss": 0.605004128155923 + }, + { + "train_step": 3397, + "sup_loss": 0.6830963256869901 + }, + { + "train_step": 3398, + "sup_loss": 0.48597197519513274 + }, + { + "train_step": 3399, + "sup_loss": 0.5977120546925621 + }, + { + "train_step": 3400, + "sup_loss": 0.8008530028929404 + }, + { + "train_step": 3401, + "sup_loss": 0.7727564797663534 + }, + { + "train_step": 3402, + "sup_loss": 0.6527503714350819 + }, + { + "train_step": 3403, + "sup_loss": 0.6805793217229901 + }, + { + "train_step": 3404, + "sup_loss": 0.7064527515006434 + }, + { + "train_step": 3405, + "sup_loss": 0.6555021541133712 + }, + { + "train_step": 3406, + "sup_loss": 0.6320575267583514 + }, + { + "train_step": 3407, + "sup_loss": 0.7758161644599586 + }, + { + "train_step": 3408, + "sup_loss": 0.7238234910908034 + }, + { + "train_step": 3409, + "sup_loss": 0.8972970128589051 + }, + { + "train_step": 3410, + "sup_loss": 0.6320512733584148 + }, + { + "train_step": 3411, + "sup_loss": 0.5668412534890678 + }, + { + "train_step": 3412, + "sup_loss": 0.5644608987152162 + }, + { + "train_step": 3413, + "sup_loss": 0.5804764527190729 + }, + { + "train_step": 3414, + "sup_loss": 0.662246718397494 + }, + { + "train_step": 3415, + "sup_loss": 0.41803958065692204 + }, + { + "train_step": 3416, + "sup_loss": 0.40119646241418444 + }, + { + "train_step": 3417, + "sup_loss": 0.5234196784370956 + }, + { + "train_step": 3418, + "sup_loss": 0.783644324170399 + }, + { + "train_step": 3419, + "sup_loss": 0.6782029275190627 + }, + { + "train_step": 3420, + "sup_loss": 0.7011994021265939 + }, + { + "train_step": 3421, + "sup_loss": 0.43835084182669737 + }, + { + "train_step": 3422, + "sup_loss": 0.6594814257524415 + }, + { + "train_step": 3423, + "sup_loss": 0.7062363122793993 + }, + { + "train_step": 3424, + "sup_loss": 0.8375599638539887 + }, + { + "train_step": 3425, + "sup_loss": 0.7200455321281788 + }, + { + "train_step": 3426, + "sup_loss": 0.5979584567490576 + }, + { + "train_step": 3427, + "sup_loss": 0.3499456567685916 + }, + { + "train_step": 3428, + "sup_loss": 0.6566579576050842 + }, + { + "train_step": 3429, + "sup_loss": 0.768466170142978 + }, + { + "train_step": 3430, + "sup_loss": 0.601363674275005 + }, + { + "train_step": 3431, + "sup_loss": 0.5337772005883926 + }, + { + "train_step": 3432, + "sup_loss": 0.5285312167116777 + }, + { + "train_step": 3433, + "sup_loss": 0.5531191260765531 + }, + { + "train_step": 3434, + "sup_loss": 0.8149312268090982 + }, + { + "train_step": 3435, + "sup_loss": 0.6498424917350448 + }, + { + "train_step": 3436, + "sup_loss": 0.7164976232047587 + }, + { + "train_step": 3437, + "sup_loss": 0.7782269598997655 + }, + { + "train_step": 3438, + "sup_loss": 0.7397342414101333 + }, + { + "train_step": 3439, + "sup_loss": 0.730270051699278 + }, + { + "train_step": 3440, + "sup_loss": 0.7516192248453423 + }, + { + "train_step": 3441, + "sup_loss": 0.550720652252907 + }, + { + "train_step": 3442, + "sup_loss": 0.7823468390744736 + }, + { + "train_step": 3443, + "sup_loss": 0.8116058746476273 + }, + { + "train_step": 3444, + "sup_loss": 0.7711467229375432 + }, + { + "train_step": 3445, + "sup_loss": 0.7315711035562709 + }, + { + "train_step": 3446, + "sup_loss": 0.41563142121801183 + }, + { + "train_step": 3447, + "sup_loss": 0.7608250283894024 + }, + { + "train_step": 3448, + "sup_loss": 0.5281949569905866 + }, + { + "train_step": 3449, + "sup_loss": 0.8079600058447703 + }, + { + "train_step": 3450, + "sup_loss": 0.658815387084433 + }, + { + "train_step": 3451, + "sup_loss": 0.31741523244222125 + }, + { + "train_step": 3452, + "sup_loss": 0.5609561839415507 + }, + { + "train_step": 3453, + "sup_loss": 0.6898349239632536 + }, + { + "train_step": 3454, + "sup_loss": 0.5225512709991624 + }, + { + "train_step": 3455, + "sup_loss": 0.608996500130916 + }, + { + "train_step": 3456, + "sup_loss": 0.6289797038371785 + }, + { + "train_step": 3457, + "sup_loss": 0.6003243060019727 + }, + { + "train_step": 3458, + "sup_loss": 0.5000067179153495 + }, + { + "train_step": 3459, + "sup_loss": 0.814151085548792 + }, + { + "train_step": 3460, + "sup_loss": 0.6797734641268682 + }, + { + "train_step": 3461, + "sup_loss": 0.6285136502553293 + }, + { + "train_step": 3462, + "sup_loss": 0.712580608557392 + }, + { + "train_step": 3463, + "sup_loss": 0.5138687875961834 + }, + { + "train_step": 3464, + "sup_loss": 0.5762875331452567 + }, + { + "train_step": 3465, + "sup_loss": 0.6534421660710056 + }, + { + "train_step": 3466, + "sup_loss": 0.5155276980373172 + }, + { + "train_step": 3467, + "sup_loss": 0.545206255817592 + }, + { + "train_step": 3468, + "sup_loss": 0.8147793049239416 + }, + { + "train_step": 3469, + "sup_loss": 0.7909066865222458 + }, + { + "train_step": 3470, + "sup_loss": 0.7725877527323556 + }, + { + "train_step": 3471, + "sup_loss": 0.4118130336311182 + }, + { + "train_step": 3472, + "sup_loss": 0.6737790425025563 + }, + { + "train_step": 3473, + "sup_loss": 0.8064579307172772 + }, + { + "train_step": 3474, + "sup_loss": 0.6931131768644955 + }, + { + "train_step": 3475, + "sup_loss": 0.7931058550825759 + }, + { + "train_step": 3476, + "sup_loss": 0.7770240457960527 + }, + { + "train_step": 3477, + "sup_loss": 0.5610178827100504 + }, + { + "train_step": 3478, + "sup_loss": 0.6850901531014584 + }, + { + "train_step": 3479, + "sup_loss": 0.5840304147674686 + }, + { + "train_step": 3480, + "sup_loss": 0.6622208011028801 + }, + { + "train_step": 3481, + "sup_loss": 0.6337592565784118 + }, + { + "train_step": 3482, + "sup_loss": 0.54254738325475 + }, + { + "train_step": 3483, + "sup_loss": 0.575999403720908 + }, + { + "train_step": 3484, + "sup_loss": 0.5292564561469094 + }, + { + "train_step": 3485, + "sup_loss": 0.49614193668046236 + }, + { + "train_step": 3486, + "sup_loss": 0.5962557659757042 + }, + { + "train_step": 3487, + "sup_loss": 0.798967480934159 + }, + { + "train_step": 3488, + "sup_loss": 0.7289884647964808 + }, + { + "train_step": 3489, + "sup_loss": 0.6669351421595 + }, + { + "train_step": 3490, + "sup_loss": 0.5918467546731395 + }, + { + "train_step": 3491, + "sup_loss": 0.674224762839135 + }, + { + "train_step": 3492, + "sup_loss": 0.9104006796234387 + }, + { + "train_step": 3493, + "sup_loss": 0.3709994259321722 + }, + { + "train_step": 3494, + "sup_loss": 0.8030941106121257 + }, + { + "train_step": 3495, + "sup_loss": 0.37022017622291825 + }, + { + "train_step": 3496, + "sup_loss": 0.7629651782150505 + }, + { + "train_step": 3497, + "sup_loss": 0.7386640870707901 + }, + { + "train_step": 3498, + "sup_loss": 0.7580538640648121 + }, + { + "train_step": 3499, + "sup_loss": 0.7935556869774625 + }, + { + "train_step": 3500, + "sup_loss": 0.5771468409018192 + }, + { + "train_step": 3501, + "sup_loss": 0.746304363260346 + }, + { + "train_step": 3502, + "sup_loss": 0.584296008327506 + }, + { + "train_step": 3503, + "sup_loss": 0.49534297447142506 + }, + { + "train_step": 3504, + "sup_loss": 0.4905854435202898 + }, + { + "train_step": 3505, + "sup_loss": 0.7527595501990985 + }, + { + "train_step": 3506, + "sup_loss": 0.6336132416722257 + }, + { + "train_step": 3507, + "sup_loss": 0.6790956210290178 + }, + { + "train_step": 3508, + "sup_loss": 0.4439161783353861 + }, + { + "train_step": 3509, + "sup_loss": 0.6584563546483364 + }, + { + "train_step": 3510, + "sup_loss": 0.8031467168746695 + }, + { + "train_step": 3511, + "sup_loss": 0.5542236298794188 + }, + { + "train_step": 3512, + "sup_loss": 0.5209596760324083 + }, + { + "train_step": 3513, + "sup_loss": 0.7128551123773568 + }, + { + "train_step": 3514, + "sup_loss": 0.6880037123786791 + }, + { + "train_step": 3515, + "sup_loss": 0.39431678802835074 + }, + { + "train_step": 3516, + "sup_loss": 0.8469381154508132 + }, + { + "train_step": 3517, + "sup_loss": 0.742074768827408 + }, + { + "train_step": 3518, + "sup_loss": 0.727686869078073 + }, + { + "train_step": 3519, + "sup_loss": 0.7985574798868607 + }, + { + "train_step": 3520, + "sup_loss": 0.6583024103490073 + }, + { + "train_step": 3521, + "sup_loss": 0.5595759267567517 + }, + { + "train_step": 3522, + "sup_loss": 0.46712983794591184 + }, + { + "train_step": 3523, + "sup_loss": 0.3718766207889735 + }, + { + "train_step": 3524, + "sup_loss": 0.6316129744955917 + }, + { + "train_step": 3525, + "sup_loss": 0.6261234432143997 + }, + { + "train_step": 3526, + "sup_loss": 0.805685303123622 + }, + { + "train_step": 3527, + "sup_loss": 0.7498378848416761 + }, + { + "train_step": 3528, + "sup_loss": 0.5143330495847168 + }, + { + "train_step": 3529, + "sup_loss": 0.47838779124248293 + }, + { + "train_step": 3530, + "sup_loss": 0.755786288470051 + }, + { + "train_step": 3531, + "sup_loss": 0.5662653559331793 + }, + { + "train_step": 3532, + "sup_loss": 0.638132076344703 + }, + { + "train_step": 3533, + "sup_loss": 0.7760256055089468 + }, + { + "train_step": 3534, + "sup_loss": 0.5853247083496712 + }, + { + "train_step": 3535, + "sup_loss": 0.3496369343896235 + }, + { + "train_step": 3536, + "sup_loss": 0.6754638217847891 + }, + { + "train_step": 3537, + "sup_loss": 0.6873769516133656 + }, + { + "train_step": 3538, + "sup_loss": 0.7378280988343972 + }, + { + "train_step": 3539, + "sup_loss": 0.5258467650343345 + }, + { + "train_step": 3540, + "sup_loss": 0.8133937193997327 + }, + { + "train_step": 3541, + "sup_loss": 0.6770089975203015 + }, + { + "train_step": 3542, + "sup_loss": 0.71119614226308 + }, + { + "train_step": 3543, + "sup_loss": 0.7182789447143804 + }, + { + "train_step": 3544, + "sup_loss": 0.6305554364324607 + }, + { + "train_step": 3545, + "sup_loss": 0.6048410760905011 + }, + { + "train_step": 3546, + "sup_loss": 0.7701138438097073 + }, + { + "train_step": 3547, + "sup_loss": 0.5940186875894794 + }, + { + "train_step": 3548, + "sup_loss": 0.8897427981819728 + }, + { + "train_step": 3549, + "sup_loss": 0.7282315526552094 + }, + { + "train_step": 3550, + "sup_loss": 0.6392031819038969 + }, + { + "train_step": 3551, + "sup_loss": 0.5235293024103107 + }, + { + "train_step": 3552, + "sup_loss": 0.6890302730933301 + }, + { + "train_step": 3553, + "sup_loss": 0.6269631277241045 + }, + { + "train_step": 3554, + "sup_loss": 0.7647176451244198 + }, + { + "train_step": 3555, + "sup_loss": 0.5643800749583853 + }, + { + "train_step": 3556, + "sup_loss": 0.538765917114912 + }, + { + "train_step": 3557, + "sup_loss": 0.6971718469907326 + }, + { + "train_step": 3558, + "sup_loss": 0.6066078265450909 + }, + { + "train_step": 3559, + "sup_loss": 0.4648966428073587 + }, + { + "train_step": 3560, + "sup_loss": 0.7851007897790043 + }, + { + "train_step": 3561, + "sup_loss": 0.7905311884237164 + }, + { + "train_step": 3562, + "sup_loss": 0.6223135124994051 + }, + { + "train_step": 3563, + "sup_loss": 0.6837433975801801 + }, + { + "train_step": 3564, + "sup_loss": 0.7505033302486468 + }, + { + "train_step": 3565, + "sup_loss": 0.8558130255201035 + }, + { + "train_step": 3566, + "sup_loss": 0.5765443086649942 + }, + { + "train_step": 3567, + "sup_loss": 0.713246369624167 + }, + { + "train_step": 3568, + "sup_loss": 0.5573170435201545 + }, + { + "train_step": 3569, + "sup_loss": 0.7572986809624989 + }, + { + "train_step": 3570, + "sup_loss": 0.6244816142876558 + }, + { + "train_step": 3571, + "sup_loss": 0.6771467320145003 + }, + { + "train_step": 3572, + "sup_loss": 0.8064837354299443 + }, + { + "train_step": 3573, + "sup_loss": 0.8416303771051701 + }, + { + "train_step": 3574, + "sup_loss": 0.37924333846535513 + }, + { + "train_step": 3575, + "sup_loss": 0.6525957410441752 + }, + { + "train_step": 3576, + "sup_loss": 0.5742315900303966 + }, + { + "train_step": 3577, + "sup_loss": 0.7514034006185584 + }, + { + "train_step": 3578, + "sup_loss": 0.6882978716751069 + }, + { + "train_step": 3579, + "sup_loss": 0.5717231019023892 + }, + { + "train_step": 3580, + "sup_loss": 0.8214700483925372 + }, + { + "train_step": 3581, + "sup_loss": 0.7063696376478137 + }, + { + "train_step": 3582, + "sup_loss": 0.7453268539222854 + }, + { + "train_step": 3583, + "sup_loss": 0.6907431174596063 + }, + { + "train_step": 3584, + "sup_loss": 0.7935825253809168 + }, + { + "train_step": 3585, + "sup_loss": 0.7343624814146161 + }, + { + "train_step": 3586, + "sup_loss": 0.6163142827024782 + }, + { + "train_step": 3587, + "sup_loss": 0.49955786610887093 + }, + { + "train_step": 3588, + "sup_loss": 0.6688016830163004 + }, + { + "train_step": 3589, + "sup_loss": 0.6177440936383609 + }, + { + "train_step": 3590, + "sup_loss": 0.6385620107746537 + }, + { + "train_step": 3591, + "sup_loss": 0.4567037241498287 + }, + { + "train_step": 3592, + "sup_loss": 0.6307309258528782 + }, + { + "train_step": 3593, + "sup_loss": 0.7020805318125912 + }, + { + "train_step": 3594, + "sup_loss": 0.6079591417666442 + }, + { + "train_step": 3595, + "sup_loss": 0.6109994214884747 + }, + { + "train_step": 3596, + "sup_loss": 0.8203452437148548 + }, + { + "train_step": 3597, + "sup_loss": 0.5853594912473665 + }, + { + "train_step": 3598, + "sup_loss": 0.6795927983501665 + }, + { + "train_step": 3599, + "sup_loss": 0.6437301647718529 + }, + { + "train_step": 3600, + "sup_loss": 0.7142500204095988 + }, + { + "train_step": 3601, + "sup_loss": 0.8305334886128313 + }, + { + "train_step": 3602, + "sup_loss": 0.6727222174659369 + }, + { + "train_step": 3603, + "sup_loss": 0.7028400315573265 + }, + { + "train_step": 3604, + "sup_loss": 0.5540915314080594 + }, + { + "train_step": 3605, + "sup_loss": 0.6471598791471782 + }, + { + "train_step": 3606, + "sup_loss": 0.7857069461353674 + }, + { + "train_step": 3607, + "sup_loss": 0.6810336320090911 + }, + { + "train_step": 3608, + "sup_loss": 0.5491859555431793 + }, + { + "train_step": 3609, + "sup_loss": 0.543952622067611 + }, + { + "train_step": 3610, + "sup_loss": 0.6805228567159883 + }, + { + "train_step": 3611, + "sup_loss": 0.6705365459440232 + }, + { + "train_step": 3612, + "sup_loss": 0.5010589930922585 + }, + { + "train_step": 3613, + "sup_loss": 0.6871412823817645 + }, + { + "train_step": 3614, + "sup_loss": 0.8266883955611186 + }, + { + "train_step": 3615, + "sup_loss": 0.5373436533458478 + }, + { + "train_step": 3616, + "sup_loss": 0.6311315004647 + }, + { + "train_step": 3617, + "sup_loss": 0.767327133439177 + }, + { + "train_step": 3618, + "sup_loss": 0.5957179821922312 + }, + { + "train_step": 3619, + "sup_loss": 0.7721804465812399 + }, + { + "train_step": 3620, + "sup_loss": 0.6475358666236988 + }, + { + "train_step": 3621, + "sup_loss": 0.5451203805591951 + }, + { + "train_step": 3622, + "sup_loss": 0.7200049516775647 + }, + { + "train_step": 3623, + "sup_loss": 0.7671279739568401 + }, + { + "train_step": 3624, + "sup_loss": 0.5602759012379647 + }, + { + "train_step": 3625, + "sup_loss": 0.5063074447417625 + }, + { + "train_step": 3626, + "sup_loss": 0.6641257532221447 + }, + { + "train_step": 3627, + "sup_loss": 0.6391272804642717 + }, + { + "train_step": 3628, + "sup_loss": 0.5708323572074442 + }, + { + "train_step": 3629, + "sup_loss": 0.6289183973048458 + }, + { + "train_step": 3630, + "sup_loss": 0.684540649164303 + }, + { + "train_step": 3631, + "sup_loss": 0.6404862073744608 + }, + { + "train_step": 3632, + "sup_loss": 0.6422617577785877 + }, + { + "train_step": 3633, + "sup_loss": 0.6701083764161772 + }, + { + "train_step": 3634, + "sup_loss": 0.49224689119570164 + }, + { + "train_step": 3635, + "sup_loss": 0.7061369553539266 + }, + { + "train_step": 3636, + "sup_loss": 0.6404158010545563 + }, + { + "train_step": 3637, + "sup_loss": 0.5236385835819192 + }, + { + "train_step": 3638, + "sup_loss": 0.8223766737624998 + }, + { + "train_step": 3639, + "sup_loss": 0.7654415073148726 + }, + { + "train_step": 3640, + "sup_loss": 0.3817216024461271 + }, + { + "train_step": 3641, + "sup_loss": 0.4112345182015064 + }, + { + "train_step": 3642, + "sup_loss": 0.8239048045448455 + }, + { + "train_step": 3643, + "sup_loss": 0.8351660005319591 + }, + { + "train_step": 3644, + "sup_loss": 0.814702888294986 + }, + { + "train_step": 3645, + "sup_loss": 0.5498213942022815 + }, + { + "train_step": 3646, + "sup_loss": 0.5818865488804441 + }, + { + "train_step": 3647, + "sup_loss": 0.4237237896866401 + }, + { + "train_step": 3648, + "sup_loss": 0.48680656235689257 + }, + { + "train_step": 3649, + "sup_loss": 0.7680113233027699 + }, + { + "train_step": 3650, + "sup_loss": 0.8136306340392604 + }, + { + "train_step": 3651, + "sup_loss": 0.803749495264657 + }, + { + "train_step": 3652, + "sup_loss": 0.6687662589681759 + }, + { + "train_step": 3653, + "sup_loss": 0.5172573173166172 + }, + { + "train_step": 3654, + "sup_loss": 0.8267031542409543 + }, + { + "train_step": 3655, + "sup_loss": 0.36983090948727576 + }, + { + "train_step": 3656, + "sup_loss": 0.814671561597414 + }, + { + "train_step": 3657, + "sup_loss": 0.7311164460105043 + }, + { + "train_step": 3658, + "sup_loss": 0.8944785847730852 + }, + { + "train_step": 3659, + "sup_loss": 0.7338325632010383 + }, + { + "train_step": 3660, + "sup_loss": 0.42626315458345454 + }, + { + "train_step": 3661, + "sup_loss": 0.29510075728783836 + }, + { + "train_step": 3662, + "sup_loss": 0.7459593364813751 + }, + { + "train_step": 3663, + "sup_loss": 0.5014504244124679 + }, + { + "train_step": 3664, + "sup_loss": 0.6577278499836829 + }, + { + "train_step": 3665, + "sup_loss": 0.5234360923414821 + }, + { + "train_step": 3666, + "sup_loss": 0.8929032765735654 + }, + { + "train_step": 3667, + "sup_loss": 0.6822644003613557 + }, + { + "train_step": 3668, + "sup_loss": 0.7947637678436316 + }, + { + "train_step": 3669, + "sup_loss": 0.8084564692746212 + }, + { + "train_step": 3670, + "sup_loss": 0.7095975255790076 + }, + { + "train_step": 3671, + "sup_loss": 0.7538042988746418 + }, + { + "train_step": 3672, + "sup_loss": 0.7592992238355222 + }, + { + "train_step": 3673, + "sup_loss": 0.5930396853664397 + }, + { + "train_step": 3674, + "sup_loss": 0.45975859895349214 + }, + { + "train_step": 3675, + "sup_loss": 0.8023321017916362 + }, + { + "train_step": 3676, + "sup_loss": 0.8232905012357314 + }, + { + "train_step": 3677, + "sup_loss": 0.5121758728581818 + }, + { + "train_step": 3678, + "sup_loss": 0.7185346695420634 + }, + { + "train_step": 3679, + "sup_loss": 0.3787541340555009 + }, + { + "train_step": 3680, + "sup_loss": 0.42156807022135456 + }, + { + "train_step": 3681, + "sup_loss": 0.7449530245605416 + }, + { + "train_step": 3682, + "sup_loss": 0.6891130099640287 + }, + { + "train_step": 3683, + "sup_loss": 0.5688949217140173 + }, + { + "train_step": 3684, + "sup_loss": 0.7404079918472578 + }, + { + "train_step": 3685, + "sup_loss": 0.6875679133490432 + }, + { + "train_step": 3686, + "sup_loss": 0.5249326605050976 + }, + { + "train_step": 3687, + "sup_loss": 0.5939970921352056 + }, + { + "train_step": 3688, + "sup_loss": 0.5170943699665189 + }, + { + "train_step": 3689, + "sup_loss": 0.5939406917257843 + }, + { + "train_step": 3690, + "sup_loss": 0.7062045684570565 + }, + { + "train_step": 3691, + "sup_loss": 0.8635930336576536 + }, + { + "train_step": 3692, + "sup_loss": 0.6614485056283977 + }, + { + "train_step": 3693, + "sup_loss": 0.6138033673037213 + }, + { + "train_step": 3694, + "sup_loss": 0.7365685089946182 + }, + { + "train_step": 3695, + "sup_loss": 0.7329222535125812 + }, + { + "train_step": 3696, + "sup_loss": 0.7788056736726529 + }, + { + "train_step": 3697, + "sup_loss": 0.7044047140735252 + }, + { + "train_step": 3698, + "sup_loss": 0.6198122752020551 + }, + { + "train_step": 3699, + "sup_loss": 0.4800433466217415 + }, + { + "train_step": 3700, + "sup_loss": 0.6509981458108345 + }, + { + "train_step": 3701, + "sup_loss": 0.8289941083546337 + }, + { + "train_step": 3702, + "sup_loss": 0.6186770863182134 + }, + { + "train_step": 3703, + "sup_loss": 0.7590631146456219 + }, + { + "train_step": 3704, + "sup_loss": 0.6668242921346355 + }, + { + "train_step": 3705, + "sup_loss": 0.5601521309250923 + }, + { + "train_step": 3706, + "sup_loss": 0.5082734453682208 + }, + { + "train_step": 3707, + "sup_loss": 0.7267302275175241 + }, + { + "train_step": 3708, + "sup_loss": 0.5852380659534793 + }, + { + "train_step": 3709, + "sup_loss": 0.6909979786326205 + }, + { + "train_step": 3710, + "sup_loss": 0.42366843215441935 + }, + { + "train_step": 3711, + "sup_loss": 0.7500465956271889 + }, + { + "train_step": 3712, + "sup_loss": 0.5045030917195477 + }, + { + "train_step": 3713, + "sup_loss": 0.8644854302649262 + }, + { + "train_step": 3714, + "sup_loss": 0.677745232375898 + }, + { + "train_step": 3715, + "sup_loss": 0.6056816152664172 + }, + { + "train_step": 3716, + "sup_loss": 0.6027869190723683 + }, + { + "train_step": 3717, + "sup_loss": 0.7111523712419396 + }, + { + "train_step": 3718, + "sup_loss": 0.635341833086152 + }, + { + "train_step": 3719, + "sup_loss": 0.6798275691435384 + }, + { + "train_step": 3720, + "sup_loss": 0.685864341632767 + }, + { + "train_step": 3721, + "sup_loss": 0.7885127566437327 + }, + { + "train_step": 3722, + "sup_loss": 0.5327200736653688 + }, + { + "train_step": 3723, + "sup_loss": 0.8199007966844505 + }, + { + "train_step": 3724, + "sup_loss": 0.6980076129511711 + }, + { + "train_step": 3725, + "sup_loss": 0.42364238514677544 + }, + { + "train_step": 3726, + "sup_loss": 0.6324301704358007 + }, + { + "train_step": 3727, + "sup_loss": 0.550610782811093 + }, + { + "train_step": 3728, + "sup_loss": 0.7924070541947398 + }, + { + "train_step": 3729, + "sup_loss": 0.8057569112323093 + }, + { + "train_step": 3730, + "sup_loss": 0.6120196954122488 + }, + { + "train_step": 3731, + "sup_loss": 0.5043326132526461 + }, + { + "train_step": 3732, + "sup_loss": 0.3190779860411011 + }, + { + "train_step": 3733, + "sup_loss": 0.6521625943682678 + }, + { + "train_step": 3734, + "sup_loss": 0.538582914276252 + }, + { + "train_step": 3735, + "sup_loss": 0.4870231103823084 + }, + { + "train_step": 3736, + "sup_loss": 0.6830340426598633 + }, + { + "train_step": 3737, + "sup_loss": 0.6424189956160352 + }, + { + "train_step": 3738, + "sup_loss": 0.7310349526732214 + }, + { + "train_step": 3739, + "sup_loss": 0.4253293756327134 + }, + { + "train_step": 3740, + "sup_loss": 0.5128556434204659 + }, + { + "train_step": 3741, + "sup_loss": 0.7358974629808694 + }, + { + "train_step": 3742, + "sup_loss": 0.6997942266412206 + }, + { + "train_step": 3743, + "sup_loss": 0.6051354732152993 + }, + { + "train_step": 3744, + "sup_loss": 0.6426810123940447 + }, + { + "train_step": 3745, + "sup_loss": 0.5068081498198556 + }, + { + "train_step": 3746, + "sup_loss": 0.6056810705124944 + }, + { + "train_step": 3747, + "sup_loss": 0.7762477162096945 + }, + { + "train_step": 3748, + "sup_loss": 0.6875660971093451 + }, + { + "train_step": 3749, + "sup_loss": 0.6980555639997104 + }, + { + "train_step": 3750, + "sup_loss": 0.8042255124926577 + }, + { + "train_step": 3751, + "sup_loss": 0.7279721317868315 + }, + { + "train_step": 3752, + "sup_loss": 0.7343386634493775 + }, + { + "train_step": 3753, + "sup_loss": 0.8244414814871195 + }, + { + "train_step": 3754, + "sup_loss": 0.7017580600803878 + }, + { + "train_step": 3755, + "sup_loss": 0.8844876335071159 + }, + { + "train_step": 3756, + "sup_loss": 0.8787891819544218 + }, + { + "train_step": 3757, + "sup_loss": 0.6765410795129212 + }, + { + "train_step": 3758, + "sup_loss": 0.7671470381396736 + }, + { + "train_step": 3759, + "sup_loss": 0.6148363381402856 + }, + { + "train_step": 3760, + "sup_loss": 0.5770445178163957 + }, + { + "train_step": 3761, + "sup_loss": 0.8073650687100616 + }, + { + "train_step": 3762, + "sup_loss": 0.6691452401173041 + }, + { + "train_step": 3763, + "sup_loss": 0.785965708695004 + }, + { + "train_step": 3764, + "sup_loss": 0.5907200834006484 + }, + { + "train_step": 3765, + "sup_loss": 0.5931171860329744 + }, + { + "train_step": 3766, + "sup_loss": 0.6512304080201233 + }, + { + "train_step": 3767, + "sup_loss": 0.8310887830520614 + }, + { + "train_step": 3768, + "sup_loss": 0.7997710982197311 + }, + { + "train_step": 3769, + "sup_loss": 0.38714864469020394 + }, + { + "train_step": 3770, + "sup_loss": 0.7043768004041087 + }, + { + "train_step": 3771, + "sup_loss": 0.564071956127709 + }, + { + "train_step": 3772, + "sup_loss": 0.5505896039093992 + }, + { + "train_step": 3773, + "sup_loss": 0.5133812878174412 + }, + { + "train_step": 3774, + "sup_loss": 0.506366232584695 + }, + { + "train_step": 3775, + "sup_loss": 0.6496686267926907 + }, + { + "train_step": 3776, + "sup_loss": 0.8523139686787788 + }, + { + "train_step": 3777, + "sup_loss": 0.694082457036886 + }, + { + "train_step": 3778, + "sup_loss": 0.624222075034837 + }, + { + "train_step": 3779, + "sup_loss": 0.7522853545204891 + }, + { + "train_step": 3780, + "sup_loss": 0.6397438944570242 + }, + { + "train_step": 3781, + "sup_loss": 0.5372490614017857 + }, + { + "train_step": 3782, + "sup_loss": 0.6775322830547983 + }, + { + "train_step": 3783, + "sup_loss": 0.6875765967844822 + }, + { + "train_step": 3784, + "sup_loss": 0.74980633221709 + }, + { + "train_step": 3785, + "sup_loss": 0.5746573485310004 + }, + { + "train_step": 3786, + "sup_loss": 0.6237362711342515 + }, + { + "train_step": 3787, + "sup_loss": 0.728769610773503 + }, + { + "train_step": 3788, + "sup_loss": 0.8316496718343094 + }, + { + "train_step": 3789, + "sup_loss": 0.6446430876815613 + }, + { + "train_step": 3790, + "sup_loss": 0.6227668454834278 + }, + { + "train_step": 3791, + "sup_loss": 0.5558024389507636 + }, + { + "train_step": 3792, + "sup_loss": 0.46555290645316627 + }, + { + "train_step": 3793, + "sup_loss": 0.3034097750705288 + }, + { + "train_step": 3794, + "sup_loss": 0.5215366777488343 + }, + { + "train_step": 3795, + "sup_loss": 0.6038437228803135 + }, + { + "train_step": 3796, + "sup_loss": 0.4913301826165332 + }, + { + "train_step": 3797, + "sup_loss": 0.7244739224315595 + }, + { + "train_step": 3798, + "sup_loss": 0.8280433664791548 + }, + { + "train_step": 3799, + "sup_loss": 0.713720371925932 + }, + { + "train_step": 3800, + "sup_loss": 0.7672030704885214 + }, + { + "train_step": 3801, + "sup_loss": 0.7202554271910117 + }, + { + "train_step": 3802, + "sup_loss": 0.7372400541579106 + }, + { + "train_step": 3803, + "sup_loss": 0.6109444641446171 + }, + { + "train_step": 3804, + "sup_loss": 0.6195911556233942 + }, + { + "train_step": 3805, + "sup_loss": 0.7371201015969907 + }, + { + "train_step": 3806, + "sup_loss": 0.5988193266577875 + }, + { + "train_step": 3807, + "sup_loss": 0.7340256673070243 + }, + { + "train_step": 3808, + "sup_loss": 0.5199952917493202 + }, + { + "train_step": 3809, + "sup_loss": 0.7518279159368035 + }, + { + "train_step": 3810, + "sup_loss": 0.684355635557492 + }, + { + "train_step": 3811, + "sup_loss": 0.42668750362753316 + }, + { + "train_step": 3812, + "sup_loss": 0.6553147113297362 + }, + { + "train_step": 3813, + "sup_loss": 0.7134142577573375 + }, + { + "train_step": 3814, + "sup_loss": 0.778622803330591 + }, + { + "train_step": 3815, + "sup_loss": 0.48759040572892026 + }, + { + "train_step": 3816, + "sup_loss": 0.5948524979384999 + }, + { + "train_step": 3817, + "sup_loss": 0.4179473990271286 + }, + { + "train_step": 3818, + "sup_loss": 0.8242755084012379 + }, + { + "train_step": 3819, + "sup_loss": 0.6861947873778361 + }, + { + "train_step": 3820, + "sup_loss": 0.5136811892214144 + }, + { + "train_step": 3821, + "sup_loss": 0.4382262249582515 + }, + { + "train_step": 3822, + "sup_loss": 0.3956734884007356 + }, + { + "train_step": 3823, + "sup_loss": 0.7547144115246606 + }, + { + "train_step": 3824, + "sup_loss": 0.47243041261489493 + }, + { + "train_step": 3825, + "sup_loss": 0.6747867480706967 + }, + { + "train_step": 3826, + "sup_loss": 0.7254039060935976 + }, + { + "train_step": 3827, + "sup_loss": 0.6078246901246954 + }, + { + "train_step": 3828, + "sup_loss": 0.5809273525728372 + }, + { + "train_step": 3829, + "sup_loss": 0.7277936398166454 + }, + { + "train_step": 3830, + "sup_loss": 0.6873055906845823 + }, + { + "train_step": 3831, + "sup_loss": 0.7929787600596094 + }, + { + "train_step": 3832, + "sup_loss": 0.5039612255511807 + }, + { + "train_step": 3833, + "sup_loss": 0.5143341325138677 + }, + { + "train_step": 3834, + "sup_loss": 0.674430644945391 + }, + { + "train_step": 3835, + "sup_loss": 0.5420854404286065 + }, + { + "train_step": 3836, + "sup_loss": 0.6761698856376146 + }, + { + "train_step": 3837, + "sup_loss": 0.6423438225574565 + }, + { + "train_step": 3838, + "sup_loss": 0.527365356910048 + }, + { + "train_step": 3839, + "sup_loss": 0.80290503818754 + }, + { + "train_step": 3840, + "sup_loss": 0.659512944574566 + }, + { + "train_step": 3841, + "sup_loss": 0.6826125351324439 + }, + { + "train_step": 3842, + "sup_loss": 0.675730981051509 + }, + { + "train_step": 3843, + "sup_loss": 0.7158933591691423 + }, + { + "train_step": 3844, + "sup_loss": 0.7407431649006545 + }, + { + "train_step": 3845, + "sup_loss": 0.6852650340367208 + }, + { + "train_step": 3846, + "sup_loss": 0.792923500831727 + }, + { + "train_step": 3847, + "sup_loss": 0.700600666669184 + }, + { + "train_step": 3848, + "sup_loss": 0.6448845928138305 + }, + { + "train_step": 3849, + "sup_loss": 0.6201059061618922 + }, + { + "train_step": 3850, + "sup_loss": 0.5764725470082415 + }, + { + "train_step": 3851, + "sup_loss": 0.7846833763042803 + }, + { + "train_step": 3852, + "sup_loss": 0.5337853316663858 + }, + { + "train_step": 3853, + "sup_loss": 0.8497801127921436 + }, + { + "train_step": 3854, + "sup_loss": 0.5782962926556912 + }, + { + "train_step": 3855, + "sup_loss": 0.6314487175593871 + }, + { + "train_step": 3856, + "sup_loss": 0.642350513407981 + }, + { + "train_step": 3857, + "sup_loss": 0.7868800293956385 + }, + { + "train_step": 3858, + "sup_loss": 0.6378533079733174 + }, + { + "train_step": 3859, + "sup_loss": 0.590189185273912 + }, + { + "train_step": 3860, + "sup_loss": 0.25007596518817765 + }, + { + "train_step": 3861, + "sup_loss": 0.35647285443690957 + }, + { + "train_step": 3862, + "sup_loss": 0.6699816854198771 + }, + { + "train_step": 3863, + "sup_loss": 0.7444773113968087 + }, + { + "train_step": 3864, + "sup_loss": 0.8302480422255265 + }, + { + "train_step": 3865, + "sup_loss": 0.7821163806835698 + }, + { + "train_step": 3866, + "sup_loss": 0.7077178530546471 + }, + { + "train_step": 3867, + "sup_loss": 0.6973274356081802 + }, + { + "train_step": 3868, + "sup_loss": 0.5727180481565635 + }, + { + "train_step": 3869, + "sup_loss": 0.4853458802200871 + }, + { + "train_step": 3870, + "sup_loss": 0.7020649994563625 + }, + { + "train_step": 3871, + "sup_loss": 0.5642674710881875 + }, + { + "train_step": 3872, + "sup_loss": 0.3821333500940662 + }, + { + "train_step": 3873, + "sup_loss": 0.6522721775059094 + }, + { + "train_step": 3874, + "sup_loss": 0.45442715249132176 + }, + { + "train_step": 3875, + "sup_loss": 0.630874293204461 + }, + { + "train_step": 3876, + "sup_loss": 0.5272738732861464 + }, + { + "train_step": 3877, + "sup_loss": 0.5788180762301028 + }, + { + "train_step": 3878, + "sup_loss": 0.5044535380170985 + }, + { + "train_step": 3879, + "sup_loss": 0.5196615304425147 + }, + { + "train_step": 3880, + "sup_loss": 0.5360714013715353 + }, + { + "train_step": 3881, + "sup_loss": 0.8281119880359108 + }, + { + "train_step": 3882, + "sup_loss": 0.6501236517842816 + }, + { + "train_step": 3883, + "sup_loss": 0.6222481528881466 + }, + { + "train_step": 3884, + "sup_loss": 0.48653851788836183 + }, + { + "train_step": 3885, + "sup_loss": 0.6152067124055651 + }, + { + "train_step": 3886, + "sup_loss": 0.735010098997519 + }, + { + "train_step": 3887, + "sup_loss": 0.44119730008221264 + }, + { + "train_step": 3888, + "sup_loss": 0.5394729750854433 + }, + { + "train_step": 3889, + "sup_loss": 0.7568013570484924 + }, + { + "train_step": 3890, + "sup_loss": 0.7853835651947437 + }, + { + "train_step": 3891, + "sup_loss": 0.8141862552518676 + }, + { + "train_step": 3892, + "sup_loss": 0.7718082505549362 + }, + { + "train_step": 3893, + "sup_loss": 0.7742547513659632 + }, + { + "train_step": 3894, + "sup_loss": 1.0725239859021587 + }, + { + "train_step": 3895, + "sup_loss": 0.4738634907513254 + }, + { + "train_step": 3896, + "sup_loss": 0.685148980237046 + }, + { + "train_step": 3897, + "sup_loss": 0.6012483556578385 + }, + { + "train_step": 3898, + "sup_loss": 0.5086147990534344 + }, + { + "train_step": 3899, + "sup_loss": 0.5896983732792082 + }, + { + "train_step": 3900, + "sup_loss": 0.3881194590561981 + }, + { + "train_step": 3901, + "sup_loss": 0.7492815426996013 + }, + { + "train_step": 3902, + "sup_loss": 0.751197458921748 + }, + { + "train_step": 3903, + "sup_loss": 0.6810774629285332 + }, + { + "train_step": 3904, + "sup_loss": 0.711963528795503 + }, + { + "train_step": 3905, + "sup_loss": 0.578203889064095 + }, + { + "train_step": 3906, + "sup_loss": 0.5973658891739729 + }, + { + "train_step": 3907, + "sup_loss": 0.7389657743942406 + }, + { + "train_step": 3908, + "sup_loss": 0.8349345900175246 + }, + { + "train_step": 3909, + "sup_loss": 0.6480356807462506 + }, + { + "train_step": 3910, + "sup_loss": 0.6273811553994162 + }, + { + "train_step": 3911, + "sup_loss": 0.7608123095703622 + }, + { + "train_step": 3912, + "sup_loss": 0.5314770201034503 + }, + { + "train_step": 3913, + "sup_loss": 0.8087711756809407 + }, + { + "train_step": 3914, + "sup_loss": 0.7959409754279194 + }, + { + "train_step": 3915, + "sup_loss": 0.7830356780716708 + }, + { + "train_step": 3916, + "sup_loss": 0.5499355064100337 + }, + { + "train_step": 3917, + "sup_loss": 0.6214805296886197 + }, + { + "train_step": 3918, + "sup_loss": 0.5803376230747973 + }, + { + "train_step": 3919, + "sup_loss": 0.6427314584058168 + }, + { + "train_step": 3920, + "sup_loss": 0.4885896625330624 + }, + { + "train_step": 3921, + "sup_loss": 0.6852839376316492 + }, + { + "train_step": 3922, + "sup_loss": 0.8777117921284135 + }, + { + "train_step": 3923, + "sup_loss": 0.7469694111128901 + }, + { + "train_step": 3924, + "sup_loss": 0.6925469930304122 + }, + { + "train_step": 3925, + "sup_loss": 0.4930009945580202 + }, + { + "train_step": 3926, + "sup_loss": 0.8032829748840268 + }, + { + "train_step": 3927, + "sup_loss": 0.6659052486859257 + }, + { + "train_step": 3928, + "sup_loss": 0.803511679801322 + }, + { + "train_step": 3929, + "sup_loss": 0.6362830634795275 + }, + { + "train_step": 3930, + "sup_loss": 0.6971972005268958 + }, + { + "train_step": 3931, + "sup_loss": 0.4459899039826657 + }, + { + "train_step": 3932, + "sup_loss": 0.6324608334884942 + }, + { + "train_step": 3933, + "sup_loss": 0.8517883875884927 + }, + { + "train_step": 3934, + "sup_loss": 0.5292735234749855 + }, + { + "train_step": 3935, + "sup_loss": 0.7106001174028067 + }, + { + "train_step": 3936, + "sup_loss": 0.4962404455784029 + }, + { + "train_step": 3937, + "sup_loss": 0.6480189081555157 + }, + { + "train_step": 3938, + "sup_loss": 0.5440160775719214 + }, + { + "train_step": 3939, + "sup_loss": 0.6985791468558983 + }, + { + "train_step": 3940, + "sup_loss": 0.6560571072508053 + }, + { + "train_step": 3941, + "sup_loss": 0.7702130702035066 + }, + { + "train_step": 3942, + "sup_loss": 0.7022505491616088 + }, + { + "train_step": 3943, + "sup_loss": 0.6324600460518809 + }, + { + "train_step": 3944, + "sup_loss": 0.7135517581418769 + }, + { + "train_step": 3945, + "sup_loss": 0.6831635589191777 + }, + { + "train_step": 3946, + "sup_loss": 0.6903558477124551 + }, + { + "train_step": 3947, + "sup_loss": 0.6639447662480131 + }, + { + "train_step": 3948, + "sup_loss": 0.5215029630790814 + }, + { + "train_step": 3949, + "sup_loss": 0.5756719163536325 + }, + { + "train_step": 3950, + "sup_loss": 0.7173634363966584 + }, + { + "train_step": 3951, + "sup_loss": 0.734957359508008 + }, + { + "train_step": 3952, + "sup_loss": 0.4641965600924232 + }, + { + "train_step": 3953, + "sup_loss": 0.544548253508323 + }, + { + "train_step": 3954, + "sup_loss": 0.5651097120489034 + }, + { + "train_step": 3955, + "sup_loss": 0.5603174339932697 + }, + { + "train_step": 3956, + "sup_loss": 0.555677860919778 + }, + { + "train_step": 3957, + "sup_loss": 0.6197135487038434 + }, + { + "train_step": 3958, + "sup_loss": 0.7813728282240742 + }, + { + "train_step": 3959, + "sup_loss": 0.40094911503295344 + }, + { + "train_step": 3960, + "sup_loss": 0.7549405293253229 + }, + { + "train_step": 3961, + "sup_loss": 0.8049345932960139 + }, + { + "train_step": 3962, + "sup_loss": 0.7524946438863191 + }, + { + "train_step": 3963, + "sup_loss": 0.7975106899242266 + }, + { + "train_step": 3964, + "sup_loss": 0.7094067368152899 + }, + { + "train_step": 3965, + "sup_loss": 0.6390540214320275 + }, + { + "train_step": 3966, + "sup_loss": 0.4304154753664659 + }, + { + "train_step": 3967, + "sup_loss": 0.5891654479347167 + }, + { + "train_step": 3968, + "sup_loss": 0.7911115127110399 + }, + { + "train_step": 3969, + "sup_loss": 0.7784507642177302 + }, + { + "train_step": 3970, + "sup_loss": 0.38699096578404374 + }, + { + "train_step": 3971, + "sup_loss": 0.791501763292019 + }, + { + "train_step": 3972, + "sup_loss": 0.7809156336501468 + }, + { + "train_step": 3973, + "sup_loss": 0.7075471986534158 + }, + { + "train_step": 3974, + "sup_loss": 0.7241286449308267 + }, + { + "train_step": 3975, + "sup_loss": 0.658246420704775 + }, + { + "train_step": 3976, + "sup_loss": 0.4976045374644935 + }, + { + "train_step": 3977, + "sup_loss": 0.7394708770038149 + }, + { + "train_step": 3978, + "sup_loss": 0.8176279075811919 + }, + { + "train_step": 3979, + "sup_loss": 0.8092368415777109 + }, + { + "train_step": 3980, + "sup_loss": 0.6056287963734318 + }, + { + "train_step": 3981, + "sup_loss": 0.5384456418293643 + }, + { + "train_step": 3982, + "sup_loss": 0.40016077247377935 + }, + { + "train_step": 3983, + "sup_loss": 0.8231353293068693 + }, + { + "train_step": 3984, + "sup_loss": 0.713119012653805 + }, + { + "train_step": 3985, + "sup_loss": 0.6343118507447139 + }, + { + "train_step": 3986, + "sup_loss": 0.7496146425755356 + }, + { + "train_step": 3987, + "sup_loss": 0.587751375339176 + }, + { + "train_step": 3988, + "sup_loss": 0.8482824377443683 + }, + { + "train_step": 3989, + "sup_loss": 0.6122585737813561 + }, + { + "train_step": 3990, + "sup_loss": 0.7037971623291734 + }, + { + "train_step": 3991, + "sup_loss": 0.6044543129804139 + }, + { + "train_step": 3992, + "sup_loss": 0.5383583424282565 + }, + { + "train_step": 3993, + "sup_loss": 0.6821394667998141 + }, + { + "train_step": 3994, + "sup_loss": 0.7079450324185087 + }, + { + "train_step": 3995, + "sup_loss": 0.7404585380799477 + }, + { + "train_step": 3996, + "sup_loss": 0.5361012240795162 + }, + { + "train_step": 3997, + "sup_loss": 0.7719506713668826 + }, + { + "train_step": 3998, + "sup_loss": 0.6794134527570446 + }, + { + "train_step": 3999, + "sup_loss": 0.5236292022485701 + }, + { + "train_step": 4000, + "sup_loss": 0.8345732255191922 + }, + { + "train_step": 4001, + "sup_loss": 0.33811175882715705 + }, + { + "train_step": 4002, + "sup_loss": 0.7543342016957038 + }, + { + "train_step": 4003, + "sup_loss": 0.6508273064959353 + }, + { + "train_step": 4004, + "sup_loss": 0.6972993592163795 + }, + { + "train_step": 4005, + "sup_loss": 0.6571374502705928 + }, + { + "train_step": 4006, + "sup_loss": 0.6752443851782208 + }, + { + "train_step": 4007, + "sup_loss": 0.6798061022929585 + }, + { + "train_step": 4008, + "sup_loss": 0.6706703893708565 + }, + { + "train_step": 4009, + "sup_loss": 0.3998351320682634 + }, + { + "train_step": 4010, + "sup_loss": 0.6225861338258939 + }, + { + "train_step": 4011, + "sup_loss": 0.4729245254743777 + }, + { + "train_step": 4012, + "sup_loss": 0.6802032982283454 + }, + { + "train_step": 4013, + "sup_loss": 0.5690409930160426 + }, + { + "train_step": 4014, + "sup_loss": 0.7715384279883054 + }, + { + "train_step": 4015, + "sup_loss": 0.6558273198139432 + }, + { + "train_step": 4016, + "sup_loss": 0.7147262229392475 + }, + { + "train_step": 4017, + "sup_loss": 0.7509528126059694 + }, + { + "train_step": 4018, + "sup_loss": 0.6438809546444809 + }, + { + "train_step": 4019, + "sup_loss": 0.5505364281138241 + }, + { + "train_step": 4020, + "sup_loss": 0.7153089227737103 + }, + { + "train_step": 4021, + "sup_loss": 0.7302124550954132 + }, + { + "train_step": 4022, + "sup_loss": 0.492669665239003 + }, + { + "train_step": 4023, + "sup_loss": 0.44954172179190155 + }, + { + "train_step": 4024, + "sup_loss": 0.45167475024910164 + }, + { + "train_step": 4025, + "sup_loss": 0.5885660267660932 + }, + { + "train_step": 4026, + "sup_loss": 0.7781137452633632 + }, + { + "train_step": 4027, + "sup_loss": 0.6732394628272975 + }, + { + "train_step": 4028, + "sup_loss": 0.6988254442710693 + }, + { + "train_step": 4029, + "sup_loss": 0.4309396533930504 + }, + { + "train_step": 4030, + "sup_loss": 0.7877537184928591 + }, + { + "train_step": 4031, + "sup_loss": 0.5105433430765228 + }, + { + "train_step": 4032, + "sup_loss": 0.5471094801915835 + }, + { + "train_step": 4033, + "sup_loss": 0.7867133346689902 + }, + { + "train_step": 4034, + "sup_loss": 0.7348824148290796 + }, + { + "train_step": 4035, + "sup_loss": 0.4320641277929695 + }, + { + "train_step": 4036, + "sup_loss": 0.8011028780194521 + }, + { + "train_step": 4037, + "sup_loss": 0.5807914345893654 + }, + { + "train_step": 4038, + "sup_loss": 0.5635635122394999 + }, + { + "train_step": 4039, + "sup_loss": 0.355677674696782 + }, + { + "train_step": 4040, + "sup_loss": 0.8452665834946138 + }, + { + "train_step": 4041, + "sup_loss": 0.4847433076347321 + }, + { + "train_step": 4042, + "sup_loss": 0.5275855331662951 + }, + { + "train_step": 4043, + "sup_loss": 0.7531150022941245 + }, + { + "train_step": 4044, + "sup_loss": 0.6088187796134339 + }, + { + "train_step": 4045, + "sup_loss": 0.3590494846541158 + }, + { + "train_step": 4046, + "sup_loss": 0.6802175546286378 + }, + { + "train_step": 4047, + "sup_loss": 0.7032735718800533 + }, + { + "train_step": 4048, + "sup_loss": 0.6616397541482529 + }, + { + "train_step": 4049, + "sup_loss": 0.6169378653889325 + }, + { + "train_step": 4050, + "sup_loss": 0.8039904807673686 + }, + { + "train_step": 4051, + "sup_loss": 0.621693137431997 + }, + { + "train_step": 4052, + "sup_loss": 0.46479878487960735 + }, + { + "train_step": 4053, + "sup_loss": 0.6396879699252795 + }, + { + "train_step": 4054, + "sup_loss": 0.6485768132087834 + }, + { + "train_step": 4055, + "sup_loss": 0.6923797487899643 + }, + { + "train_step": 4056, + "sup_loss": 0.6189763289920875 + }, + { + "train_step": 4057, + "sup_loss": 0.6255485557282732 + }, + { + "train_step": 4058, + "sup_loss": 0.6674205799586845 + }, + { + "train_step": 4059, + "sup_loss": 0.5995173299738932 + }, + { + "train_step": 4060, + "sup_loss": 0.636614296992707 + }, + { + "train_step": 4061, + "sup_loss": 0.732612180167877 + }, + { + "train_step": 4062, + "sup_loss": 0.5791799616917758 + }, + { + "train_step": 4063, + "sup_loss": 0.7431349486077071 + }, + { + "train_step": 4064, + "sup_loss": 0.6314923495659623 + }, + { + "train_step": 4065, + "sup_loss": 0.7194657821598757 + }, + { + "train_step": 4066, + "sup_loss": 0.4861955592143519 + }, + { + "train_step": 4067, + "sup_loss": 0.717064418787093 + }, + { + "train_step": 4068, + "sup_loss": 0.4989027870442038 + }, + { + "train_step": 4069, + "sup_loss": 0.6585690276402665 + }, + { + "train_step": 4070, + "sup_loss": 0.4595010962355943 + }, + { + "train_step": 4071, + "sup_loss": 0.5697363535932551 + }, + { + "train_step": 4072, + "sup_loss": 0.508293481530292 + }, + { + "train_step": 4073, + "sup_loss": 0.7342665905230458 + }, + { + "train_step": 4074, + "sup_loss": 0.6343299636284171 + }, + { + "train_step": 4075, + "sup_loss": 0.8533092534424457 + }, + { + "train_step": 4076, + "sup_loss": 0.5325945924671794 + }, + { + "train_step": 4077, + "sup_loss": 0.6330731372305597 + }, + { + "train_step": 4078, + "sup_loss": 0.8159048814854597 + }, + { + "train_step": 4079, + "sup_loss": 0.48810458909648274 + }, + { + "train_step": 4080, + "sup_loss": 0.7192798616490663 + }, + { + "train_step": 4081, + "sup_loss": 0.6493109683878371 + }, + { + "train_step": 4082, + "sup_loss": 0.3760989579537961 + }, + { + "train_step": 4083, + "sup_loss": 0.7711872677270664 + }, + { + "train_step": 4084, + "sup_loss": 0.7879002053476907 + }, + { + "train_step": 4085, + "sup_loss": 0.6736878281264941 + }, + { + "train_step": 4086, + "sup_loss": 0.5334620312414937 + }, + { + "train_step": 4087, + "sup_loss": 0.6367167317851528 + }, + { + "train_step": 4088, + "sup_loss": 0.7624874419761987 + }, + { + "train_step": 4089, + "sup_loss": 0.7463457960368428 + }, + { + "train_step": 4090, + "sup_loss": 0.8329972791499959 + }, + { + "train_step": 4091, + "sup_loss": 0.6613123957195263 + }, + { + "train_step": 4092, + "sup_loss": 0.5016755511321999 + }, + { + "train_step": 4093, + "sup_loss": 0.6560512480207695 + }, + { + "train_step": 4094, + "sup_loss": 0.7504994005387267 + }, + { + "train_step": 4095, + "sup_loss": 0.6851598618430083 + }, + { + "train_step": 4096, + "sup_loss": 0.6476865193266492 + }, + { + "train_step": 4097, + "sup_loss": 0.4080035968894151 + }, + { + "train_step": 4098, + "sup_loss": 0.3666853860447079 + }, + { + "train_step": 4099, + "sup_loss": 0.47513994462251546 + }, + { + "train_step": 4100, + "sup_loss": 0.6754915361945323 + }, + { + "train_step": 4101, + "sup_loss": 0.6713734494190611 + }, + { + "train_step": 4102, + "sup_loss": 0.2617686369362086 + }, + { + "train_step": 4103, + "sup_loss": 0.5831026328990032 + }, + { + "train_step": 4104, + "sup_loss": 0.7144998943878811 + }, + { + "train_step": 4105, + "sup_loss": 0.6582312356153156 + }, + { + "train_step": 4106, + "sup_loss": 0.2854625199582859 + }, + { + "train_step": 4107, + "sup_loss": 0.737660024352845 + }, + { + "train_step": 4108, + "sup_loss": 0.43590613463615185 + }, + { + "train_step": 4109, + "sup_loss": 0.6805529352324552 + }, + { + "train_step": 4110, + "sup_loss": 0.7860286080375865 + }, + { + "train_step": 4111, + "sup_loss": 0.7290897925760251 + }, + { + "train_step": 4112, + "sup_loss": 0.413014415809904 + }, + { + "train_step": 4113, + "sup_loss": 0.5601174670176108 + }, + { + "train_step": 4114, + "sup_loss": 0.7002626534695795 + }, + { + "train_step": 4115, + "sup_loss": 0.5824405208983692 + }, + { + "train_step": 4116, + "sup_loss": 0.7272362184571232 + }, + { + "train_step": 4117, + "sup_loss": 0.7229814467470325 + }, + { + "train_step": 4118, + "sup_loss": 0.6316573049057093 + }, + { + "train_step": 4119, + "sup_loss": 0.5295177965640359 + }, + { + "train_step": 4120, + "sup_loss": 0.7772499013895185 + }, + { + "train_step": 4121, + "sup_loss": 0.47565384987444126 + }, + { + "train_step": 4122, + "sup_loss": 0.613991605940221 + }, + { + "train_step": 4123, + "sup_loss": 0.7847234670658474 + }, + { + "train_step": 4124, + "sup_loss": 0.5901366406028545 + }, + { + "train_step": 4125, + "sup_loss": 0.7192047251734329 + }, + { + "train_step": 4126, + "sup_loss": 0.7756605518090862 + }, + { + "train_step": 4127, + "sup_loss": 0.6356687274285526 + }, + { + "train_step": 4128, + "sup_loss": 0.8184914871004398 + }, + { + "train_step": 4129, + "sup_loss": 0.7601864614493009 + }, + { + "train_step": 4130, + "sup_loss": 0.6080773772697925 + }, + { + "train_step": 4131, + "sup_loss": 0.4324780255057923 + }, + { + "train_step": 4132, + "sup_loss": 0.5541620674257856 + }, + { + "train_step": 4133, + "sup_loss": 0.5054689917003139 + }, + { + "train_step": 4134, + "sup_loss": 0.7990207195312363 + }, + { + "train_step": 4135, + "sup_loss": 0.7719312420044567 + }, + { + "train_step": 4136, + "sup_loss": 0.3073817971145735 + }, + { + "train_step": 4137, + "sup_loss": 0.633204630584997 + }, + { + "train_step": 4138, + "sup_loss": 0.4391560224952196 + }, + { + "train_step": 4139, + "sup_loss": 0.36832095758579425 + }, + { + "train_step": 4140, + "sup_loss": 0.7178836361331101 + }, + { + "train_step": 4141, + "sup_loss": 0.820588989613527 + }, + { + "train_step": 4142, + "sup_loss": 0.4563252987986402 + }, + { + "train_step": 4143, + "sup_loss": 0.4703403707348608 + }, + { + "train_step": 4144, + "sup_loss": 0.7392245751222757 + }, + { + "train_step": 4145, + "sup_loss": 0.641293377322659 + }, + { + "train_step": 4146, + "sup_loss": 0.4266517251656854 + }, + { + "train_step": 4147, + "sup_loss": 0.597639359606264 + }, + { + "train_step": 4148, + "sup_loss": 0.6749888417700477 + }, + { + "train_step": 4149, + "sup_loss": 0.45089243878809687 + }, + { + "train_step": 4150, + "sup_loss": 0.6802138274730366 + }, + { + "train_step": 4151, + "sup_loss": 0.6636552528776393 + }, + { + "train_step": 4152, + "sup_loss": 0.7227868610595556 + }, + { + "train_step": 4153, + "sup_loss": 0.6206164173248333 + }, + { + "train_step": 4154, + "sup_loss": 0.6936787056752309 + }, + { + "train_step": 4155, + "sup_loss": 0.6882035457562141 + }, + { + "train_step": 4156, + "sup_loss": 0.6260667466298863 + }, + { + "train_step": 4157, + "sup_loss": 0.5033752757550828 + }, + { + "train_step": 4158, + "sup_loss": 0.5873248108981305 + }, + { + "train_step": 4159, + "sup_loss": 0.648488933647778 + }, + { + "train_step": 4160, + "sup_loss": 0.47189492972012065 + }, + { + "train_step": 4161, + "sup_loss": 0.32559646985846546 + }, + { + "train_step": 4162, + "sup_loss": 0.3728258356810629 + }, + { + "train_step": 4163, + "sup_loss": 0.4506901520852146 + }, + { + "train_step": 4164, + "sup_loss": 0.7177635199094082 + }, + { + "train_step": 4165, + "sup_loss": 0.5318341787774371 + }, + { + "train_step": 4166, + "sup_loss": 0.6720561681095607 + }, + { + "train_step": 4167, + "sup_loss": 0.7414290975184753 + }, + { + "train_step": 4168, + "sup_loss": 0.7708091548473299 + }, + { + "train_step": 4169, + "sup_loss": 0.6849719120617287 + }, + { + "train_step": 4170, + "sup_loss": 0.4754031771268577 + }, + { + "train_step": 4171, + "sup_loss": 0.49020985617681784 + }, + { + "train_step": 4172, + "sup_loss": 0.7345555931764812 + }, + { + "train_step": 4173, + "sup_loss": 0.8335517855603964 + }, + { + "train_step": 4174, + "sup_loss": 0.5024643823413103 + }, + { + "train_step": 4175, + "sup_loss": 0.44994390471792384 + }, + { + "train_step": 4176, + "sup_loss": 0.7862133636054424 + }, + { + "train_step": 4177, + "sup_loss": 0.5405968233529113 + }, + { + "train_step": 4178, + "sup_loss": 0.5698878969424833 + }, + { + "train_step": 4179, + "sup_loss": 0.7411740157183483 + }, + { + "train_step": 4180, + "sup_loss": 0.5163975539934357 + }, + { + "train_step": 4181, + "sup_loss": 0.6174992449107336 + }, + { + "train_step": 4182, + "sup_loss": 0.6649164584014006 + }, + { + "train_step": 4183, + "sup_loss": 0.48283556128931865 + }, + { + "train_step": 4184, + "sup_loss": 0.8502651650755187 + }, + { + "train_step": 4185, + "sup_loss": 0.49145292122720646 + }, + { + "train_step": 4186, + "sup_loss": 0.6548563606864612 + }, + { + "train_step": 4187, + "sup_loss": 0.5898188501580619 + }, + { + "train_step": 4188, + "sup_loss": 0.5456110850622344 + }, + { + "train_step": 4189, + "sup_loss": 0.7808173986490899 + }, + { + "train_step": 4190, + "sup_loss": 0.7479667005463668 + }, + { + "train_step": 4191, + "sup_loss": 0.47809388483453913 + }, + { + "train_step": 4192, + "sup_loss": 0.5355104048615591 + }, + { + "train_step": 4193, + "sup_loss": 0.5960159941089883 + }, + { + "train_step": 4194, + "sup_loss": 0.7963362932517144 + }, + { + "train_step": 4195, + "sup_loss": 0.5827405474354705 + }, + { + "train_step": 4196, + "sup_loss": 0.5892217701911611 + }, + { + "train_step": 4197, + "sup_loss": 0.7468813785165622 + }, + { + "train_step": 4198, + "sup_loss": 0.7770291623203037 + }, + { + "train_step": 4199, + "sup_loss": 0.6791652228098042 + }, + { + "train_step": 4200, + "sup_loss": 0.4611492783426107 + }, + { + "train_step": 4201, + "sup_loss": 0.5489980309190142 + }, + { + "train_step": 4202, + "sup_loss": 0.7204395512383537 + }, + { + "train_step": 4203, + "sup_loss": 0.51966370322016 + }, + { + "train_step": 4204, + "sup_loss": 0.6266779528198128 + }, + { + "train_step": 4205, + "sup_loss": 0.7152409013540589 + }, + { + "train_step": 4206, + "sup_loss": 0.7085805891928281 + }, + { + "train_step": 4207, + "sup_loss": 0.41556853639553154 + }, + { + "train_step": 4208, + "sup_loss": 0.6502701914995596 + }, + { + "train_step": 4209, + "sup_loss": 0.5589005108096015 + }, + { + "train_step": 4210, + "sup_loss": 0.5224327024723147 + }, + { + "train_step": 4211, + "sup_loss": 0.5692420668912371 + }, + { + "train_step": 4212, + "sup_loss": 0.3916060179563952 + }, + { + "train_step": 4213, + "sup_loss": 0.6646395732956379 + }, + { + "train_step": 4214, + "sup_loss": 0.8363519994594943 + }, + { + "train_step": 4215, + "sup_loss": 0.6259466687491829 + }, + { + "train_step": 4216, + "sup_loss": 0.786424495381334 + }, + { + "train_step": 4217, + "sup_loss": 0.6580157763234948 + }, + { + "train_step": 4218, + "sup_loss": 0.6546887390529367 + }, + { + "train_step": 4219, + "sup_loss": 0.6338367218788038 + }, + { + "train_step": 4220, + "sup_loss": 0.7327521790300323 + }, + { + "train_step": 4221, + "sup_loss": 0.6247850581272401 + }, + { + "train_step": 4222, + "sup_loss": 0.5500199989213433 + }, + { + "train_step": 4223, + "sup_loss": 0.6321161592529436 + }, + { + "train_step": 4224, + "sup_loss": 0.6734014440419817 + }, + { + "train_step": 4225, + "sup_loss": 0.6812029567661609 + }, + { + "train_step": 4226, + "sup_loss": 0.592489433513501 + }, + { + "train_step": 4227, + "sup_loss": 0.6743212126059539 + }, + { + "train_step": 4228, + "sup_loss": 0.6190114398425327 + }, + { + "train_step": 4229, + "sup_loss": 0.5172810257619104 + }, + { + "train_step": 4230, + "sup_loss": 0.5979008759105491 + }, + { + "train_step": 4231, + "sup_loss": 0.700990300293927 + }, + { + "train_step": 4232, + "sup_loss": 0.5938870759361434 + }, + { + "train_step": 4233, + "sup_loss": 0.6260559174510861 + }, + { + "train_step": 4234, + "sup_loss": 0.6171050647515082 + }, + { + "train_step": 4235, + "sup_loss": 0.6905055420754436 + }, + { + "train_step": 4236, + "sup_loss": 0.5727533900775101 + }, + { + "train_step": 4237, + "sup_loss": 0.5874342116199197 + }, + { + "train_step": 4238, + "sup_loss": 0.5552884649252268 + }, + { + "train_step": 4239, + "sup_loss": 0.6229871683027587 + }, + { + "train_step": 4240, + "sup_loss": 0.6827661313001843 + }, + { + "train_step": 4241, + "sup_loss": 0.4835479280223924 + }, + { + "train_step": 4242, + "sup_loss": 0.5631546183248635 + }, + { + "train_step": 4243, + "sup_loss": 0.7341763909987199 + }, + { + "train_step": 4244, + "sup_loss": 0.44369759538994114 + }, + { + "train_step": 4245, + "sup_loss": 0.5263043140694743 + }, + { + "train_step": 4246, + "sup_loss": 0.644989680435898 + }, + { + "train_step": 4247, + "sup_loss": 0.7202990051388145 + }, + { + "train_step": 4248, + "sup_loss": 0.7865856480589688 + }, + { + "train_step": 4249, + "sup_loss": 0.5573250688941693 + }, + { + "train_step": 4250, + "sup_loss": 0.6470805303232777 + }, + { + "train_step": 4251, + "sup_loss": 0.30038250439393843 + }, + { + "train_step": 4252, + "sup_loss": 0.526423311272811 + }, + { + "train_step": 4253, + "sup_loss": 0.5169172742334417 + }, + { + "train_step": 4254, + "sup_loss": 0.8226170947711919 + }, + { + "train_step": 4255, + "sup_loss": 0.5066770538539628 + }, + { + "train_step": 4256, + "sup_loss": 0.6791561219463581 + }, + { + "train_step": 4257, + "sup_loss": 0.7408398484834906 + }, + { + "train_step": 4258, + "sup_loss": 0.5935026454397166 + }, + { + "train_step": 4259, + "sup_loss": 0.5457362756751031 + }, + { + "train_step": 4260, + "sup_loss": 0.825939906326458 + }, + { + "train_step": 4261, + "sup_loss": 0.618254701369305 + }, + { + "train_step": 4262, + "sup_loss": 0.914747893212938 + }, + { + "train_step": 4263, + "sup_loss": 0.6837899322036425 + }, + { + "train_step": 4264, + "sup_loss": 0.5441140355084985 + }, + { + "train_step": 4265, + "sup_loss": 0.6014980784329019 + }, + { + "train_step": 4266, + "sup_loss": 0.39668150245921924 + }, + { + "train_step": 4267, + "sup_loss": 0.7010967256934104 + }, + { + "train_step": 4268, + "sup_loss": 0.8454193432033248 + }, + { + "train_step": 4269, + "sup_loss": 0.4992224423876017 + }, + { + "train_step": 4270, + "sup_loss": 0.6638970717849804 + }, + { + "train_step": 4271, + "sup_loss": 0.6435305083437265 + }, + { + "train_step": 4272, + "sup_loss": 0.586156034315387 + }, + { + "train_step": 4273, + "sup_loss": 0.7711992951468374 + }, + { + "train_step": 4274, + "sup_loss": 0.5224769787247597 + }, + { + "train_step": 4275, + "sup_loss": 0.735894638710747 + }, + { + "train_step": 4276, + "sup_loss": 0.5012928800399072 + }, + { + "train_step": 4277, + "sup_loss": 0.8428415595115125 + }, + { + "train_step": 4278, + "sup_loss": 0.6971681233678646 + }, + { + "train_step": 4279, + "sup_loss": 0.7503655645897851 + }, + { + "train_step": 4280, + "sup_loss": 0.6686091893739041 + }, + { + "train_step": 4281, + "sup_loss": 0.5328772639969975 + }, + { + "train_step": 4282, + "sup_loss": 0.7288867464074594 + }, + { + "train_step": 4283, + "sup_loss": 0.40302278311722584 + }, + { + "train_step": 4284, + "sup_loss": 0.7072048478978136 + }, + { + "train_step": 4285, + "sup_loss": 0.5131497896820452 + }, + { + "train_step": 4286, + "sup_loss": 0.585559805719084 + }, + { + "train_step": 4287, + "sup_loss": 0.5675799331998181 + }, + { + "train_step": 4288, + "sup_loss": 0.711718615097621 + }, + { + "train_step": 4289, + "sup_loss": 0.5778619855072261 + }, + { + "train_step": 4290, + "sup_loss": 0.6732943473393 + }, + { + "train_step": 4291, + "sup_loss": 0.6925282928417152 + }, + { + "train_step": 4292, + "sup_loss": 0.36235475589275523 + }, + { + "train_step": 4293, + "sup_loss": 0.6576217916508844 + }, + { + "train_step": 4294, + "sup_loss": 0.7278424233522167 + }, + { + "train_step": 4295, + "sup_loss": 0.5502038875323747 + }, + { + "train_step": 4296, + "sup_loss": 0.5447050935417869 + }, + { + "train_step": 4297, + "sup_loss": 0.49307269238676893 + }, + { + "train_step": 4298, + "sup_loss": 0.5798442429631485 + }, + { + "train_step": 4299, + "sup_loss": 0.507219779018879 + }, + { + "train_step": 4300, + "sup_loss": 0.6749456628614946 + }, + { + "train_step": 4301, + "sup_loss": 0.6002872953113956 + }, + { + "train_step": 4302, + "sup_loss": 0.6330190774042427 + }, + { + "train_step": 4303, + "sup_loss": 0.5472111922251144 + }, + { + "train_step": 4304, + "sup_loss": 0.565532712560457 + }, + { + "train_step": 4305, + "sup_loss": 0.5398825444310428 + }, + { + "train_step": 4306, + "sup_loss": 0.7952523879868615 + }, + { + "train_step": 4307, + "sup_loss": 0.8055374844278255 + }, + { + "train_step": 4308, + "sup_loss": 0.3716172788073326 + }, + { + "train_step": 4309, + "sup_loss": 0.6511945390963936 + }, + { + "train_step": 4310, + "sup_loss": 0.34168536952597883 + }, + { + "train_step": 4311, + "sup_loss": 0.6112893380613906 + }, + { + "train_step": 4312, + "sup_loss": 0.5025601599808758 + }, + { + "train_step": 4313, + "sup_loss": 0.762966620553994 + }, + { + "train_step": 4314, + "sup_loss": 0.546172763020954 + }, + { + "train_step": 4315, + "sup_loss": 0.5859921227280963 + }, + { + "train_step": 4316, + "sup_loss": 0.5575049351144507 + }, + { + "train_step": 4317, + "sup_loss": 0.3595370002822882 + }, + { + "train_step": 4318, + "sup_loss": 0.6089030634407572 + }, + { + "train_step": 4319, + "sup_loss": 0.4487194969417932 + }, + { + "train_step": 4320, + "sup_loss": 0.5314274233294516 + }, + { + "train_step": 4321, + "sup_loss": 0.637191783637138 + }, + { + "train_step": 4322, + "sup_loss": 0.6584212463276142 + }, + { + "train_step": 4323, + "sup_loss": 0.6528544857767469 + }, + { + "train_step": 4324, + "sup_loss": 0.6331669340559394 + }, + { + "train_step": 4325, + "sup_loss": 0.6847054477275506 + }, + { + "train_step": 4326, + "sup_loss": 0.6680722837112515 + }, + { + "train_step": 4327, + "sup_loss": 0.408988401806196 + }, + { + "train_step": 4328, + "sup_loss": 0.4238465195582901 + }, + { + "train_step": 4329, + "sup_loss": 0.587123946218839 + }, + { + "train_step": 4330, + "sup_loss": 0.5802313163844861 + }, + { + "train_step": 4331, + "sup_loss": 0.7140549053413625 + }, + { + "train_step": 4332, + "sup_loss": 0.6179488107617268 + }, + { + "train_step": 4333, + "sup_loss": 0.6340472733038577 + }, + { + "train_step": 4334, + "sup_loss": 0.6287123041234652 + }, + { + "train_step": 4335, + "sup_loss": 0.8863837383680158 + }, + { + "train_step": 4336, + "sup_loss": 0.5842943745120586 + }, + { + "train_step": 4337, + "sup_loss": 0.5972280687388708 + }, + { + "train_step": 4338, + "sup_loss": 0.6955116575284882 + }, + { + "train_step": 4339, + "sup_loss": 0.6437699058277012 + }, + { + "train_step": 4340, + "sup_loss": 0.6758617565636543 + }, + { + "train_step": 4341, + "sup_loss": 0.7407512822455626 + }, + { + "train_step": 4342, + "sup_loss": 0.539741922622743 + }, + { + "train_step": 4343, + "sup_loss": 0.48735519971998825 + }, + { + "train_step": 4344, + "sup_loss": 0.5016770284654084 + }, + { + "train_step": 4345, + "sup_loss": 0.6685848442597927 + }, + { + "train_step": 4346, + "sup_loss": 0.5058340689506123 + }, + { + "train_step": 4347, + "sup_loss": 0.6496541734628064 + }, + { + "train_step": 4348, + "sup_loss": 0.5668133925577702 + }, + { + "train_step": 4349, + "sup_loss": 0.730681656153159 + }, + { + "train_step": 4350, + "sup_loss": 0.6295003537811746 + }, + { + "train_step": 4351, + "sup_loss": 0.5317594365776301 + }, + { + "train_step": 4352, + "sup_loss": 0.5128980644025928 + }, + { + "train_step": 4353, + "sup_loss": 0.2462978217946674 + }, + { + "train_step": 4354, + "sup_loss": 0.8689085953400999 + }, + { + "train_step": 4355, + "sup_loss": 0.5436109950231721 + }, + { + "train_step": 4356, + "sup_loss": 0.31148502969718794 + }, + { + "train_step": 4357, + "sup_loss": 0.7189373839058373 + }, + { + "train_step": 4358, + "sup_loss": 0.6828729888837992 + }, + { + "train_step": 4359, + "sup_loss": 0.559460647693557 + }, + { + "train_step": 4360, + "sup_loss": 0.6849364091971238 + }, + { + "train_step": 4361, + "sup_loss": 0.7422556450905712 + }, + { + "train_step": 4362, + "sup_loss": 0.7691272439880568 + }, + { + "train_step": 4363, + "sup_loss": 0.8087517443246746 + }, + { + "train_step": 4364, + "sup_loss": 0.39056014722955545 + }, + { + "train_step": 4365, + "sup_loss": 0.6361929947817715 + }, + { + "train_step": 4366, + "sup_loss": 0.4279176198612383 + }, + { + "train_step": 4367, + "sup_loss": 0.5862706157323243 + }, + { + "train_step": 4368, + "sup_loss": 0.7689074262360491 + }, + { + "train_step": 4369, + "sup_loss": 0.6465630288025965 + }, + { + "train_step": 4370, + "sup_loss": 0.7017137091526042 + }, + { + "train_step": 4371, + "sup_loss": 0.45360602074759165 + }, + { + "train_step": 4372, + "sup_loss": 0.5726973806787513 + }, + { + "train_step": 4373, + "sup_loss": 0.5592201522986111 + }, + { + "train_step": 4374, + "sup_loss": 0.6761477391945575 + }, + { + "train_step": 4375, + "sup_loss": 0.7304033739286534 + }, + { + "train_step": 4376, + "sup_loss": 0.5170247209317141 + }, + { + "train_step": 4377, + "sup_loss": 0.6150719235104523 + }, + { + "train_step": 4378, + "sup_loss": 0.7381372055658266 + }, + { + "train_step": 4379, + "sup_loss": 0.732025966579238 + }, + { + "train_step": 4380, + "sup_loss": 0.644912660856345 + }, + { + "train_step": 4381, + "sup_loss": 0.6133634438571313 + }, + { + "train_step": 4382, + "sup_loss": 0.6016462138777218 + }, + { + "train_step": 4383, + "sup_loss": 0.39175312883047403 + }, + { + "train_step": 4384, + "sup_loss": 0.6555806758193633 + }, + { + "train_step": 4385, + "sup_loss": 0.5202146858226384 + }, + { + "train_step": 4386, + "sup_loss": 0.6818643872268529 + }, + { + "train_step": 4387, + "sup_loss": 0.7707886027909426 + }, + { + "train_step": 4388, + "sup_loss": 0.6295782421458667 + }, + { + "train_step": 4389, + "sup_loss": 0.6470222575492045 + }, + { + "train_step": 4390, + "sup_loss": 0.47238747750362914 + }, + { + "train_step": 4391, + "sup_loss": 0.623095857301079 + }, + { + "train_step": 4392, + "sup_loss": 0.4206243215516879 + }, + { + "train_step": 4393, + "sup_loss": 0.7293229534046842 + }, + { + "train_step": 4394, + "sup_loss": 0.7731612442718899 + }, + { + "train_step": 4395, + "sup_loss": 0.6731510479613849 + }, + { + "train_step": 4396, + "sup_loss": 0.49136404627019215 + }, + { + "train_step": 4397, + "sup_loss": 0.7437369237026532 + }, + { + "train_step": 4398, + "sup_loss": 0.6460592477437346 + }, + { + "train_step": 4399, + "sup_loss": 0.6853009841843836 + }, + { + "train_step": 4400, + "sup_loss": 0.6448805050647094 + }, + { + "train_step": 4401, + "sup_loss": 0.5291406994832738 + }, + { + "train_step": 4402, + "sup_loss": 0.5528394103416314 + }, + { + "train_step": 4403, + "sup_loss": 0.5364770945726925 + }, + { + "train_step": 4404, + "sup_loss": 0.6524352141510151 + }, + { + "train_step": 4405, + "sup_loss": 0.5490760845134453 + }, + { + "train_step": 4406, + "sup_loss": 0.612646229055397 + }, + { + "train_step": 4407, + "sup_loss": 0.7939336204810538 + }, + { + "train_step": 4408, + "sup_loss": 0.584629142590939 + }, + { + "train_step": 4409, + "sup_loss": 0.575002872881576 + }, + { + "train_step": 4410, + "sup_loss": 0.4433299986563414 + }, + { + "train_step": 4411, + "sup_loss": 0.581286818427346 + }, + { + "train_step": 4412, + "sup_loss": 0.8290927022280159 + }, + { + "train_step": 4413, + "sup_loss": 0.5534835379674405 + }, + { + "train_step": 4414, + "sup_loss": 0.5470061080467132 + }, + { + "train_step": 4415, + "sup_loss": 0.7158307324060075 + }, + { + "train_step": 4416, + "sup_loss": 0.654223322323115 + }, + { + "train_step": 4417, + "sup_loss": 0.6772234564881922 + }, + { + "train_step": 4418, + "sup_loss": 0.38265131717480294 + }, + { + "train_step": 4419, + "sup_loss": 0.5781241145884125 + }, + { + "train_step": 4420, + "sup_loss": 0.5407728057516258 + }, + { + "train_step": 4421, + "sup_loss": 0.7145871313201284 + }, + { + "train_step": 4422, + "sup_loss": 0.5967155929381783 + }, + { + "train_step": 4423, + "sup_loss": 0.685935418994539 + }, + { + "train_step": 4424, + "sup_loss": 0.5630273538752258 + }, + { + "train_step": 4425, + "sup_loss": 0.6942561613717662 + }, + { + "train_step": 4426, + "sup_loss": 0.7237776410084182 + }, + { + "train_step": 4427, + "sup_loss": 0.5924700257225404 + }, + { + "train_step": 4428, + "sup_loss": 0.6496497836801531 + }, + { + "train_step": 4429, + "sup_loss": 0.6964874547901083 + }, + { + "train_step": 4430, + "sup_loss": 0.5461156634292245 + }, + { + "train_step": 4431, + "sup_loss": 0.619853598791361 + }, + { + "train_step": 4432, + "sup_loss": 0.655685455166597 + }, + { + "train_step": 4433, + "sup_loss": 0.7428556230408311 + }, + { + "train_step": 4434, + "sup_loss": 0.6272948691955561 + }, + { + "train_step": 4435, + "sup_loss": 0.7038260699262221 + }, + { + "train_step": 4436, + "sup_loss": 0.6732565306027123 + }, + { + "train_step": 4437, + "sup_loss": 0.4623010798706523 + }, + { + "train_step": 4438, + "sup_loss": 0.7317034589108641 + }, + { + "train_step": 4439, + "sup_loss": 0.5117355381511777 + }, + { + "train_step": 4440, + "sup_loss": 0.6084576753101423 + }, + { + "train_step": 4441, + "sup_loss": 0.3553769750373169 + }, + { + "train_step": 4442, + "sup_loss": 0.42101171890141376 + }, + { + "train_step": 4443, + "sup_loss": 0.6781343637068735 + }, + { + "train_step": 4444, + "sup_loss": 0.5546527809549038 + }, + { + "train_step": 4445, + "sup_loss": 0.6971361486558919 + }, + { + "train_step": 4446, + "sup_loss": 0.572407894673706 + }, + { + "train_step": 4447, + "sup_loss": 0.5114847466718108 + }, + { + "train_step": 4448, + "sup_loss": 0.31773682412358717 + }, + { + "train_step": 4449, + "sup_loss": 0.4392243406946376 + }, + { + "train_step": 4450, + "sup_loss": 0.6648660500837212 + }, + { + "train_step": 4451, + "sup_loss": 0.7765941227806583 + }, + { + "train_step": 4452, + "sup_loss": 0.6171090483507996 + }, + { + "train_step": 4453, + "sup_loss": 0.5746865053159943 + }, + { + "train_step": 4454, + "sup_loss": 0.6474252948024118 + }, + { + "train_step": 4455, + "sup_loss": 0.6424649411047695 + }, + { + "train_step": 4456, + "sup_loss": 0.6769716186300097 + }, + { + "train_step": 4457, + "sup_loss": 0.5879671882881435 + }, + { + "train_step": 4458, + "sup_loss": 0.47824657216534155 + }, + { + "train_step": 4459, + "sup_loss": 0.7970821457780083 + }, + { + "train_step": 4460, + "sup_loss": 0.5733176799939103 + }, + { + "train_step": 4461, + "sup_loss": 0.5190238252881991 + }, + { + "train_step": 4462, + "sup_loss": 0.4908866462309448 + }, + { + "train_step": 4463, + "sup_loss": 0.5778502130451105 + }, + { + "train_step": 4464, + "sup_loss": 0.603184709765032 + }, + { + "train_step": 4465, + "sup_loss": 0.7687640132361515 + }, + { + "train_step": 4466, + "sup_loss": 0.4715130391260479 + }, + { + "train_step": 4467, + "sup_loss": 0.88836630023244 + }, + { + "train_step": 4468, + "sup_loss": 0.5597001787761533 + }, + { + "train_step": 4469, + "sup_loss": 0.4318160664283691 + }, + { + "train_step": 4470, + "sup_loss": 0.6640642659050549 + }, + { + "train_step": 4471, + "sup_loss": 0.35867388140905615 + }, + { + "train_step": 4472, + "sup_loss": 0.7207738151342634 + }, + { + "train_step": 4473, + "sup_loss": 0.5405877821104454 + }, + { + "train_step": 4474, + "sup_loss": 0.6936141149506068 + }, + { + "train_step": 4475, + "sup_loss": 0.613823710602303 + }, + { + "train_step": 4476, + "sup_loss": 0.814575107616785 + }, + { + "train_step": 4477, + "sup_loss": 0.6234757841792519 + }, + { + "train_step": 4478, + "sup_loss": 0.5006712389114045 + }, + { + "train_step": 4479, + "sup_loss": 0.6482835661073043 + }, + { + "train_step": 4480, + "sup_loss": 0.43567199331486806 + }, + { + "train_step": 4481, + "sup_loss": 0.6737445150361053 + }, + { + "train_step": 4482, + "sup_loss": 0.6404135911291149 + }, + { + "train_step": 4483, + "sup_loss": 0.6359497123495559 + }, + { + "train_step": 4484, + "sup_loss": 0.644098391149619 + }, + { + "train_step": 4485, + "sup_loss": 0.5483989149373194 + }, + { + "train_step": 4486, + "sup_loss": 0.5399738732813412 + }, + { + "train_step": 4487, + "sup_loss": 0.45526645996124954 + }, + { + "train_step": 4488, + "sup_loss": 0.6935896050233858 + }, + { + "train_step": 4489, + "sup_loss": 0.695560865226113 + }, + { + "train_step": 4490, + "sup_loss": 0.3201107709490277 + }, + { + "train_step": 4491, + "sup_loss": 0.7001977503313329 + }, + { + "train_step": 4492, + "sup_loss": 0.8041142779434215 + }, + { + "train_step": 4493, + "sup_loss": 0.7716200998683063 + }, + { + "train_step": 4494, + "sup_loss": 0.6517030124426546 + }, + { + "train_step": 4495, + "sup_loss": 0.66998217079668 + }, + { + "train_step": 4496, + "sup_loss": 0.4677377948091224 + }, + { + "train_step": 4497, + "sup_loss": 0.691141989690684 + }, + { + "train_step": 4498, + "sup_loss": 0.7817852654160621 + }, + { + "train_step": 4499, + "sup_loss": 0.4033316855545205 + }, + { + "train_step": 4500, + "sup_loss": 0.5902926739088951 + }, + { + "train_step": 4501, + "sup_loss": 0.504573146028976 + }, + { + "train_step": 4502, + "sup_loss": 0.7521763112063599 + }, + { + "train_step": 4503, + "sup_loss": 0.5543735808247741 + }, + { + "train_step": 4504, + "sup_loss": 0.7029176806103338 + }, + { + "train_step": 4505, + "sup_loss": 0.7125871070530743 + }, + { + "train_step": 4506, + "sup_loss": 0.4385375547938618 + }, + { + "train_step": 4507, + "sup_loss": 0.727513800657613 + }, + { + "train_step": 4508, + "sup_loss": 0.49596299188948795 + }, + { + "train_step": 4509, + "sup_loss": 0.7926260183213233 + }, + { + "train_step": 4510, + "sup_loss": 0.5524800121984841 + }, + { + "train_step": 4511, + "sup_loss": 0.738592061853051 + }, + { + "train_step": 4512, + "sup_loss": 0.5502555052726815 + }, + { + "train_step": 4513, + "sup_loss": 0.7359332819917799 + }, + { + "train_step": 4514, + "sup_loss": 0.5867688545025718 + }, + { + "train_step": 4515, + "sup_loss": 0.6981033006919327 + }, + { + "train_step": 4516, + "sup_loss": 0.3035263742337246 + }, + { + "train_step": 4517, + "sup_loss": 0.727322362452469 + }, + { + "train_step": 4518, + "sup_loss": 0.5904368197245898 + }, + { + "train_step": 4519, + "sup_loss": 0.5585955992579026 + }, + { + "train_step": 4520, + "sup_loss": 0.6486777138871049 + }, + { + "train_step": 4521, + "sup_loss": 0.46552782657731967 + }, + { + "train_step": 4522, + "sup_loss": 1.0799117524517754 + }, + { + "train_step": 4523, + "sup_loss": 0.7706224033827273 + }, + { + "train_step": 4524, + "sup_loss": 0.49974914037802576 + }, + { + "train_step": 4525, + "sup_loss": 0.5122735346072139 + }, + { + "train_step": 4526, + "sup_loss": 0.38548940543098514 + }, + { + "train_step": 4527, + "sup_loss": 0.3976535286760763 + }, + { + "train_step": 4528, + "sup_loss": 0.7406587551563274 + }, + { + "train_step": 4529, + "sup_loss": 0.7357258103502701 + }, + { + "train_step": 4530, + "sup_loss": 0.49082743891278785 + }, + { + "train_step": 4531, + "sup_loss": 0.7270105602696496 + }, + { + "train_step": 4532, + "sup_loss": 0.6841695225565066 + }, + { + "train_step": 4533, + "sup_loss": 0.5280268935226885 + }, + { + "train_step": 4534, + "sup_loss": 0.6733123517812117 + }, + { + "train_step": 4535, + "sup_loss": 0.4930863968608733 + }, + { + "train_step": 4536, + "sup_loss": 0.6457789336388553 + }, + { + "train_step": 4537, + "sup_loss": 0.6105908822719657 + }, + { + "train_step": 4538, + "sup_loss": 0.4356421281635309 + }, + { + "train_step": 4539, + "sup_loss": 0.6208036200031869 + }, + { + "train_step": 4540, + "sup_loss": 0.41406436795068263 + }, + { + "train_step": 4541, + "sup_loss": 0.5466693083829144 + }, + { + "train_step": 4542, + "sup_loss": 0.45789169881205033 + }, + { + "train_step": 4543, + "sup_loss": 0.6318510223560563 + }, + { + "train_step": 4544, + "sup_loss": 0.6360801757651404 + }, + { + "train_step": 4545, + "sup_loss": 0.3947810006035688 + }, + { + "train_step": 4546, + "sup_loss": 0.5254437178898963 + }, + { + "train_step": 4547, + "sup_loss": 0.7030045158731816 + }, + { + "train_step": 4548, + "sup_loss": 0.7849812860312322 + }, + { + "train_step": 4549, + "sup_loss": 0.5926931560692797 + }, + { + "train_step": 4550, + "sup_loss": 0.5509927102982561 + }, + { + "train_step": 4551, + "sup_loss": 0.5440566750896454 + }, + { + "train_step": 4552, + "sup_loss": 0.6654441477831586 + }, + { + "train_step": 4553, + "sup_loss": 0.4004413898196947 + }, + { + "train_step": 4554, + "sup_loss": 0.6515887583367845 + }, + { + "train_step": 4555, + "sup_loss": 0.6366070243884546 + }, + { + "train_step": 4556, + "sup_loss": 0.5442964761762715 + }, + { + "train_step": 4557, + "sup_loss": 0.8083390733947937 + }, + { + "train_step": 4558, + "sup_loss": 0.6721070441883408 + }, + { + "train_step": 4559, + "sup_loss": 0.7105890103136657 + }, + { + "train_step": 4560, + "sup_loss": 0.7433038096417084 + }, + { + "train_step": 4561, + "sup_loss": 0.6911774967102868 + }, + { + "train_step": 4562, + "sup_loss": 0.7644009652177657 + }, + { + "train_step": 4563, + "sup_loss": 0.7850969201157384 + }, + { + "train_step": 4564, + "sup_loss": 0.671701386975953 + }, + { + "train_step": 4565, + "sup_loss": 0.6200976000571728 + }, + { + "train_step": 4566, + "sup_loss": 0.2502720907270991 + }, + { + "train_step": 4567, + "sup_loss": 0.668045152179561 + }, + { + "train_step": 4568, + "sup_loss": 0.7503389621847234 + }, + { + "train_step": 4569, + "sup_loss": 0.4257676287775419 + }, + { + "train_step": 4570, + "sup_loss": 0.5366319081100597 + }, + { + "train_step": 4571, + "sup_loss": 0.7790240642826243 + }, + { + "train_step": 4572, + "sup_loss": 0.69631068088223 + }, + { + "train_step": 4573, + "sup_loss": 0.5665183462278733 + }, + { + "train_step": 4574, + "sup_loss": 0.4518777877563244 + }, + { + "train_step": 4575, + "sup_loss": 0.7400295733798034 + }, + { + "train_step": 4576, + "sup_loss": 0.6533619837076716 + }, + { + "train_step": 4577, + "sup_loss": 0.5280989058702893 + }, + { + "train_step": 4578, + "sup_loss": 0.7061340057347238 + }, + { + "train_step": 4579, + "sup_loss": 0.6599200913488702 + }, + { + "train_step": 4580, + "sup_loss": 0.7118800940789081 + }, + { + "train_step": 4581, + "sup_loss": 0.4659084249506583 + }, + { + "train_step": 4582, + "sup_loss": 0.5627377700825532 + }, + { + "train_step": 4583, + "sup_loss": 0.5612190598481278 + }, + { + "train_step": 4584, + "sup_loss": 0.6410987487101006 + }, + { + "train_step": 4585, + "sup_loss": 0.8937396115588356 + }, + { + "train_step": 4586, + "sup_loss": 0.7965011055259698 + }, + { + "train_step": 4587, + "sup_loss": 0.5866279743451649 + }, + { + "train_step": 4588, + "sup_loss": 0.5447342521423294 + }, + { + "train_step": 4589, + "sup_loss": 0.6156762862323526 + }, + { + "train_step": 4590, + "sup_loss": 0.6261953785108089 + }, + { + "train_step": 4591, + "sup_loss": 0.5788305972672436 + }, + { + "train_step": 4592, + "sup_loss": 0.729853024593384 + }, + { + "train_step": 4593, + "sup_loss": 0.769295772415841 + }, + { + "train_step": 4594, + "sup_loss": 0.4426751817395546 + }, + { + "train_step": 4595, + "sup_loss": 0.5120931502241445 + }, + { + "train_step": 4596, + "sup_loss": 0.703560826755026 + }, + { + "train_step": 4597, + "sup_loss": 0.612505982529118 + }, + { + "train_step": 4598, + "sup_loss": 0.6707278626787894 + }, + { + "train_step": 4599, + "sup_loss": 0.5296354566385206 + }, + { + "train_step": 4600, + "sup_loss": 0.5350651230008285 + }, + { + "train_step": 4601, + "sup_loss": 0.7885586888994107 + }, + { + "train_step": 4602, + "sup_loss": 0.6555472054997963 + }, + { + "train_step": 4603, + "sup_loss": 0.6232450374003798 + }, + { + "train_step": 4604, + "sup_loss": 0.6576320577887752 + }, + { + "train_step": 4605, + "sup_loss": 0.6176642458084933 + }, + { + "train_step": 4606, + "sup_loss": 0.7321676419559491 + }, + { + "train_step": 4607, + "sup_loss": 0.5540951110131678 + }, + { + "train_step": 4608, + "sup_loss": 0.8141882797896525 + }, + { + "train_step": 4609, + "sup_loss": 0.8236636776520319 + }, + { + "train_step": 4610, + "sup_loss": 0.7703737236567303 + }, + { + "train_step": 4611, + "sup_loss": 0.6698114997409215 + }, + { + "train_step": 4612, + "sup_loss": 0.7539103515308994 + }, + { + "train_step": 4613, + "sup_loss": 0.7726538017179061 + }, + { + "train_step": 4614, + "sup_loss": 0.47842930120811694 + }, + { + "train_step": 4615, + "sup_loss": 0.613153874756042 + }, + { + "train_step": 4616, + "sup_loss": 0.5248224912780101 + }, + { + "train_step": 4617, + "sup_loss": 0.575356770894914 + }, + { + "train_step": 4618, + "sup_loss": 0.6481691183870112 + }, + { + "train_step": 4619, + "sup_loss": 0.43800428244150486 + }, + { + "train_step": 4620, + "sup_loss": 0.5899376647869675 + }, + { + "train_step": 4621, + "sup_loss": 0.36360799554125056 + }, + { + "train_step": 4622, + "sup_loss": 0.3876549083950286 + }, + { + "train_step": 4623, + "sup_loss": 0.7333500292354245 + }, + { + "train_step": 4624, + "sup_loss": 0.7328702878877339 + }, + { + "train_step": 4625, + "sup_loss": 0.553336659992209 + }, + { + "train_step": 4626, + "sup_loss": 0.694756724928868 + }, + { + "train_step": 4627, + "sup_loss": 0.7571329246801886 + }, + { + "train_step": 4628, + "sup_loss": 0.7700534282732925 + }, + { + "train_step": 4629, + "sup_loss": 0.5010842688894929 + }, + { + "train_step": 4630, + "sup_loss": 0.7462838137990346 + }, + { + "train_step": 4631, + "sup_loss": 0.5403376432210113 + }, + { + "train_step": 4632, + "sup_loss": 0.501294224994887 + }, + { + "train_step": 4633, + "sup_loss": 0.734818365670317 + }, + { + "train_step": 4634, + "sup_loss": 0.49820090683748774 + }, + { + "train_step": 4635, + "sup_loss": 0.8157664615114444 + }, + { + "train_step": 4636, + "sup_loss": 0.6748379715485883 + }, + { + "train_step": 4637, + "sup_loss": 0.551180759928349 + }, + { + "train_step": 4638, + "sup_loss": 0.6560656094154759 + }, + { + "train_step": 4639, + "sup_loss": 0.5828085013758014 + }, + { + "train_step": 4640, + "sup_loss": 0.41813084802548406 + }, + { + "train_step": 4641, + "sup_loss": 0.686190634783343 + }, + { + "train_step": 4642, + "sup_loss": 0.5853514152062297 + }, + { + "train_step": 4643, + "sup_loss": 0.7690868430442848 + }, + { + "train_step": 4644, + "sup_loss": 0.835174635268753 + }, + { + "train_step": 4645, + "sup_loss": 0.793890446591224 + }, + { + "train_step": 4646, + "sup_loss": 0.5175004974034251 + }, + { + "train_step": 4647, + "sup_loss": 0.5960381842950666 + }, + { + "train_step": 4648, + "sup_loss": 0.6618656216869471 + }, + { + "train_step": 4649, + "sup_loss": 0.664541294539514 + }, + { + "train_step": 4650, + "sup_loss": 0.6433975676092861 + }, + { + "train_step": 4651, + "sup_loss": 0.565166573089704 + }, + { + "train_step": 4652, + "sup_loss": 0.6541944292949533 + }, + { + "train_step": 4653, + "sup_loss": 0.6143289010321156 + }, + { + "train_step": 4654, + "sup_loss": 0.5731462164529384 + }, + { + "train_step": 4655, + "sup_loss": 0.4748851196509235 + }, + { + "train_step": 4656, + "sup_loss": 0.6681062151919863 + }, + { + "train_step": 4657, + "sup_loss": 0.7506131274531982 + }, + { + "train_step": 4658, + "sup_loss": 0.631090446012716 + }, + { + "train_step": 4659, + "sup_loss": 0.6435853026506007 + }, + { + "train_step": 4660, + "sup_loss": 0.726219086459382 + }, + { + "train_step": 4661, + "sup_loss": 0.6856346373079081 + }, + { + "train_step": 4662, + "sup_loss": 0.45076213756664224 + }, + { + "train_step": 4663, + "sup_loss": 0.5059059836044735 + }, + { + "train_step": 4664, + "sup_loss": 0.5978278396789378 + }, + { + "train_step": 4665, + "sup_loss": 0.6048926480956087 + }, + { + "train_step": 4666, + "sup_loss": 0.6359197299872533 + }, + { + "train_step": 4667, + "sup_loss": 0.49598890759873066 + }, + { + "train_step": 4668, + "sup_loss": 0.6731181660529231 + }, + { + "train_step": 4669, + "sup_loss": 0.5060555865402188 + }, + { + "train_step": 4670, + "sup_loss": 0.6110485799494565 + }, + { + "train_step": 4671, + "sup_loss": 0.8805608823455284 + }, + { + "train_step": 4672, + "sup_loss": 0.6481553570808624 + }, + { + "train_step": 4673, + "sup_loss": 0.44701289314763576 + }, + { + "train_step": 4674, + "sup_loss": 0.7461802798025756 + }, + { + "train_step": 4675, + "sup_loss": 0.4391742928772828 + }, + { + "train_step": 4676, + "sup_loss": 0.5909276043782781 + }, + { + "train_step": 4677, + "sup_loss": 0.455996167017397 + }, + { + "train_step": 4678, + "sup_loss": 0.3201943567771809 + }, + { + "train_step": 4679, + "sup_loss": 0.4932268799733365 + }, + { + "train_step": 4680, + "sup_loss": 0.6899099798063043 + }, + { + "train_step": 4681, + "sup_loss": 0.6871823025184258 + }, + { + "train_step": 4682, + "sup_loss": 0.5130032781171847 + }, + { + "train_step": 4683, + "sup_loss": 0.7771120189178385 + }, + { + "train_step": 4684, + "sup_loss": 0.6558300795645624 + }, + { + "train_step": 4685, + "sup_loss": 0.8785512072102167 + }, + { + "train_step": 4686, + "sup_loss": 0.660768977107401 + }, + { + "train_step": 4687, + "sup_loss": 0.6796910520394487 + }, + { + "train_step": 4688, + "sup_loss": 0.7745431899577432 + }, + { + "train_step": 4689, + "sup_loss": 0.7330764769508389 + }, + { + "train_step": 4690, + "sup_loss": 0.6089720860964409 + }, + { + "train_step": 4691, + "sup_loss": 0.585473929176618 + }, + { + "train_step": 4692, + "sup_loss": 0.8137507636905653 + }, + { + "train_step": 4693, + "sup_loss": 0.6955117372279518 + }, + { + "train_step": 4694, + "sup_loss": 0.6103610558326803 + }, + { + "train_step": 4695, + "sup_loss": 0.6400055868450663 + }, + { + "train_step": 4696, + "sup_loss": 0.5566596177243556 + }, + { + "train_step": 4697, + "sup_loss": 0.6348361478310532 + }, + { + "train_step": 4698, + "sup_loss": 0.5486030819588483 + }, + { + "train_step": 4699, + "sup_loss": 0.6927134912669938 + }, + { + "train_step": 4700, + "sup_loss": 0.5640991126334144 + }, + { + "train_step": 4701, + "sup_loss": 0.3849317713309168 + }, + { + "train_step": 4702, + "sup_loss": 0.7091486524549933 + }, + { + "train_step": 4703, + "sup_loss": 0.5498727833467537 + }, + { + "train_step": 4704, + "sup_loss": 0.6933378877814023 + }, + { + "train_step": 4705, + "sup_loss": 0.7325530261850803 + }, + { + "train_step": 4706, + "sup_loss": 0.4266098238784146 + }, + { + "train_step": 4707, + "sup_loss": 0.3709214233419946 + }, + { + "train_step": 4708, + "sup_loss": 0.48989933121970186 + }, + { + "train_step": 4709, + "sup_loss": 0.4727222643771339 + }, + { + "train_step": 4710, + "sup_loss": 0.6863945211161981 + }, + { + "train_step": 4711, + "sup_loss": 0.3888615174640311 + }, + { + "train_step": 4712, + "sup_loss": 0.5773965763455634 + }, + { + "train_step": 4713, + "sup_loss": 0.32720449166235854 + }, + { + "train_step": 4714, + "sup_loss": 0.43833855299673674 + }, + { + "train_step": 4715, + "sup_loss": 0.419151384675379 + }, + { + "train_step": 4716, + "sup_loss": 0.5583803450888057 + }, + { + "train_step": 4717, + "sup_loss": 0.33482282756725495 + }, + { + "train_step": 4718, + "sup_loss": 0.7103622692403726 + }, + { + "train_step": 4719, + "sup_loss": 0.6863093852968888 + }, + { + "train_step": 4720, + "sup_loss": 0.7695371133848065 + }, + { + "train_step": 4721, + "sup_loss": 0.4178868985443071 + }, + { + "train_step": 4722, + "sup_loss": 0.6401886167217369 + }, + { + "train_step": 4723, + "sup_loss": 0.5618458242530369 + }, + { + "train_step": 4724, + "sup_loss": 0.5955674451871773 + }, + { + "train_step": 4725, + "sup_loss": 0.4204353101951935 + }, + { + "train_step": 4726, + "sup_loss": 0.5273067137833307 + }, + { + "train_step": 4727, + "sup_loss": 0.3035677837385711 + }, + { + "train_step": 4728, + "sup_loss": 0.416695757084517 + }, + { + "train_step": 4729, + "sup_loss": 0.5351580270492802 + }, + { + "train_step": 4730, + "sup_loss": 0.4884011097699931 + }, + { + "train_step": 4731, + "sup_loss": 0.7718773318582772 + }, + { + "train_step": 4732, + "sup_loss": 0.6133073254214014 + }, + { + "train_step": 4733, + "sup_loss": 0.4559036266685948 + }, + { + "train_step": 4734, + "sup_loss": 0.43800887980852543 + }, + { + "train_step": 4735, + "sup_loss": 0.707554132172209 + }, + { + "train_step": 4736, + "sup_loss": 0.5901668443919488 + }, + { + "train_step": 4737, + "sup_loss": 0.5794160720051864 + }, + { + "train_step": 4738, + "sup_loss": 0.7884070676354513 + }, + { + "train_step": 4739, + "sup_loss": 0.6544877535275899 + }, + { + "train_step": 4740, + "sup_loss": 0.6792786932987049 + }, + { + "train_step": 4741, + "sup_loss": 0.7809222693654079 + }, + { + "train_step": 4742, + "sup_loss": 0.8060097940130893 + }, + { + "train_step": 4743, + "sup_loss": 0.8078044564973147 + }, + { + "train_step": 4744, + "sup_loss": 0.639327316858992 + }, + { + "train_step": 4745, + "sup_loss": 0.34330588885109087 + }, + { + "train_step": 4746, + "sup_loss": 0.7106096361460595 + }, + { + "train_step": 4747, + "sup_loss": 0.7468858932176236 + }, + { + "train_step": 4748, + "sup_loss": 0.7890243346737276 + }, + { + "train_step": 4749, + "sup_loss": 0.5597635771925995 + }, + { + "train_step": 4750, + "sup_loss": 0.4727116658936491 + }, + { + "train_step": 4751, + "sup_loss": 0.4943455391604597 + }, + { + "train_step": 4752, + "sup_loss": 0.35505776137718276 + }, + { + "train_step": 4753, + "sup_loss": 0.627952704930633 + }, + { + "train_step": 4754, + "sup_loss": 0.5495849926572686 + }, + { + "train_step": 4755, + "sup_loss": 0.5446522670121273 + }, + { + "train_step": 4756, + "sup_loss": 0.5827985281638096 + }, + { + "train_step": 4757, + "sup_loss": 0.5955443783172594 + }, + { + "train_step": 4758, + "sup_loss": 0.6838549405752057 + }, + { + "train_step": 4759, + "sup_loss": 0.5403201120161581 + }, + { + "train_step": 4760, + "sup_loss": 0.7272377008646393 + }, + { + "train_step": 4761, + "sup_loss": 0.5848005691598862 + }, + { + "train_step": 4762, + "sup_loss": 0.7231030829297126 + }, + { + "train_step": 4763, + "sup_loss": 0.7619978793819501 + }, + { + "train_step": 4764, + "sup_loss": 0.7678036358476507 + }, + { + "train_step": 4765, + "sup_loss": 0.42674767633430105 + }, + { + "train_step": 4766, + "sup_loss": 0.6777886745117299 + }, + { + "train_step": 4767, + "sup_loss": 0.5912274410437869 + }, + { + "train_step": 4768, + "sup_loss": 0.5369683329765367 + }, + { + "train_step": 4769, + "sup_loss": 0.5832942369474364 + }, + { + "train_step": 4770, + "sup_loss": 0.6347545760770502 + }, + { + "train_step": 4771, + "sup_loss": 0.7419500520136832 + }, + { + "train_step": 4772, + "sup_loss": 0.4347454439459961 + }, + { + "train_step": 4773, + "sup_loss": 0.5527055106160127 + }, + { + "train_step": 4774, + "sup_loss": 0.7708546000605692 + }, + { + "train_step": 4775, + "sup_loss": 0.47454624187478367 + }, + { + "train_step": 4776, + "sup_loss": 0.7932336457849419 + }, + { + "train_step": 4777, + "sup_loss": 0.4559562470736404 + }, + { + "train_step": 4778, + "sup_loss": 0.5053572914182387 + }, + { + "train_step": 4779, + "sup_loss": 0.7921932395411 + }, + { + "train_step": 4780, + "sup_loss": 0.6576375936480034 + }, + { + "train_step": 4781, + "sup_loss": 0.7752180709454385 + }, + { + "train_step": 4782, + "sup_loss": 0.8192505156272324 + }, + { + "train_step": 4783, + "sup_loss": 0.6700705208142301 + }, + { + "train_step": 4784, + "sup_loss": 0.7760063972237862 + }, + { + "train_step": 4785, + "sup_loss": 0.6741470287805726 + }, + { + "train_step": 4786, + "sup_loss": 0.7048929562189167 + }, + { + "train_step": 4787, + "sup_loss": 0.7140266337338833 + }, + { + "train_step": 4788, + "sup_loss": 0.5629710719198195 + }, + { + "train_step": 4789, + "sup_loss": 0.40615830442517553 + }, + { + "train_step": 4790, + "sup_loss": 0.4031061899900729 + }, + { + "train_step": 4791, + "sup_loss": 0.6387642576678537 + }, + { + "train_step": 4792, + "sup_loss": 0.5346882157553834 + }, + { + "train_step": 4793, + "sup_loss": 0.3425762369290384 + }, + { + "train_step": 4794, + "sup_loss": 0.5770606071728792 + }, + { + "train_step": 4795, + "sup_loss": 0.3245117493321655 + }, + { + "train_step": 4796, + "sup_loss": 0.6343654942597259 + }, + { + "train_step": 4797, + "sup_loss": 0.6256105460116912 + }, + { + "train_step": 4798, + "sup_loss": 0.6191902255358885 + }, + { + "train_step": 4799, + "sup_loss": 0.7202433182313647 + }, + { + "train_step": 4800, + "sup_loss": 0.4729993966728965 + }, + { + "train_step": 4801, + "sup_loss": 0.4962671380909737 + }, + { + "train_step": 4802, + "sup_loss": 0.6180314971726447 + }, + { + "train_step": 4803, + "sup_loss": 0.7080642102568594 + }, + { + "train_step": 4804, + "sup_loss": 0.6826626244531463 + }, + { + "train_step": 4805, + "sup_loss": 0.7702590982082691 + }, + { + "train_step": 4806, + "sup_loss": 0.6617256133477074 + }, + { + "train_step": 4807, + "sup_loss": 0.4804290552991077 + }, + { + "train_step": 4808, + "sup_loss": 0.7577927972581402 + }, + { + "train_step": 4809, + "sup_loss": 0.6047048957154566 + }, + { + "train_step": 4810, + "sup_loss": 0.6750729553171825 + }, + { + "train_step": 4811, + "sup_loss": 0.5545749708687282 + }, + { + "train_step": 4812, + "sup_loss": 0.5985649446917285 + }, + { + "train_step": 4813, + "sup_loss": 0.5797573436592083 + }, + { + "train_step": 4814, + "sup_loss": 0.4984055898475004 + }, + { + "train_step": 4815, + "sup_loss": 0.6930431830080264 + }, + { + "train_step": 4816, + "sup_loss": 0.43183346394669975 + }, + { + "train_step": 4817, + "sup_loss": 0.7413762629949072 + }, + { + "train_step": 4818, + "sup_loss": 0.34437742156903955 + }, + { + "train_step": 4819, + "sup_loss": 0.5604120898359662 + }, + { + "train_step": 4820, + "sup_loss": 0.5543436002456601 + }, + { + "train_step": 4821, + "sup_loss": 0.7830342059176099 + }, + { + "train_step": 4822, + "sup_loss": 0.45380861901808867 + }, + { + "train_step": 4823, + "sup_loss": 0.6903377166470319 + }, + { + "train_step": 4824, + "sup_loss": 0.4958606985119029 + }, + { + "train_step": 4825, + "sup_loss": 0.6697336306894216 + }, + { + "train_step": 4826, + "sup_loss": 0.6098967643689649 + }, + { + "train_step": 4827, + "sup_loss": 0.6383566372789619 + }, + { + "train_step": 4828, + "sup_loss": 0.4740107584973596 + }, + { + "train_step": 4829, + "sup_loss": 0.6110274474309468 + }, + { + "train_step": 4830, + "sup_loss": 0.7213808697259901 + }, + { + "train_step": 4831, + "sup_loss": 0.6678837239608468 + }, + { + "train_step": 4832, + "sup_loss": 0.14207452219625552 + }, + { + "train_step": 4833, + "sup_loss": 0.5874975604844112 + }, + { + "train_step": 4834, + "sup_loss": 0.5749431636753918 + }, + { + "train_step": 4835, + "sup_loss": 0.36859124116014325 + }, + { + "train_step": 4836, + "sup_loss": 0.29935659741447185 + }, + { + "train_step": 4837, + "sup_loss": 0.3341645550000906 + }, + { + "train_step": 4838, + "sup_loss": 0.5432110446560224 + }, + { + "train_step": 4839, + "sup_loss": 0.6508222007933184 + }, + { + "train_step": 4840, + "sup_loss": 0.518798042092776 + }, + { + "train_step": 4841, + "sup_loss": 0.7781561923226207 + }, + { + "train_step": 4842, + "sup_loss": 0.5606248703745599 + }, + { + "train_step": 4843, + "sup_loss": 0.5968257866865154 + }, + { + "train_step": 4844, + "sup_loss": 0.7964112963443375 + }, + { + "train_step": 4845, + "sup_loss": 0.6924237896571163 + }, + { + "train_step": 4846, + "sup_loss": 0.9010506862733532 + }, + { + "train_step": 4847, + "sup_loss": 0.582006264728332 + }, + { + "train_step": 4848, + "sup_loss": 0.5477824720955534 + }, + { + "train_step": 4849, + "sup_loss": 0.6135000047453538 + }, + { + "train_step": 4850, + "sup_loss": 0.39440866944334474 + }, + { + "train_step": 4851, + "sup_loss": 0.7693296461470654 + }, + { + "train_step": 4852, + "sup_loss": 0.7174906294157354 + }, + { + "train_step": 4853, + "sup_loss": 0.5494693363451957 + }, + { + "train_step": 4854, + "sup_loss": 0.5239376536299297 + }, + { + "train_step": 4855, + "sup_loss": 0.5094234966089967 + }, + { + "train_step": 4856, + "sup_loss": 0.36551287027628343 + }, + { + "train_step": 4857, + "sup_loss": 0.6822578374140146 + }, + { + "train_step": 4858, + "sup_loss": 0.3604569769839636 + }, + { + "train_step": 4859, + "sup_loss": 0.4518399163140946 + }, + { + "train_step": 4860, + "sup_loss": 0.6455308016095929 + }, + { + "train_step": 4861, + "sup_loss": 0.6880969078728552 + }, + { + "train_step": 4862, + "sup_loss": 0.7159150889203437 + }, + { + "train_step": 4863, + "sup_loss": 0.5597174515990432 + }, + { + "train_step": 4864, + "sup_loss": 0.6448990299115178 + }, + { + "train_step": 4865, + "sup_loss": 0.5297689424516802 + }, + { + "train_step": 4866, + "sup_loss": 0.7376777414824363 + }, + { + "train_step": 4867, + "sup_loss": 0.38130481775243935 + }, + { + "train_step": 4868, + "sup_loss": 0.4258692349610033 + }, + { + "train_step": 4869, + "sup_loss": 0.486860272884146 + }, + { + "train_step": 4870, + "sup_loss": 0.7529927203911694 + }, + { + "train_step": 4871, + "sup_loss": 0.2683880848160335 + }, + { + "train_step": 4872, + "sup_loss": 0.7168326283972788 + }, + { + "train_step": 4873, + "sup_loss": 0.5020121572832231 + }, + { + "train_step": 4874, + "sup_loss": 0.6028148905970186 + }, + { + "train_step": 4875, + "sup_loss": 0.8915751820448871 + }, + { + "train_step": 4876, + "sup_loss": 0.6188197995858797 + }, + { + "train_step": 4877, + "sup_loss": 0.47739386590800875 + }, + { + "train_step": 4878, + "sup_loss": 0.6864070637286229 + }, + { + "train_step": 4879, + "sup_loss": 0.4409267370500438 + }, + { + "train_step": 4880, + "sup_loss": 0.7107584058789781 + }, + { + "train_step": 4881, + "sup_loss": 0.6386386215052239 + }, + { + "train_step": 4882, + "sup_loss": 0.5683794241588245 + }, + { + "train_step": 4883, + "sup_loss": 0.6581555512225643 + }, + { + "train_step": 4884, + "sup_loss": 0.5375056693228032 + }, + { + "train_step": 4885, + "sup_loss": 0.5425617270196085 + }, + { + "train_step": 4886, + "sup_loss": 0.5845470575189008 + }, + { + "train_step": 4887, + "sup_loss": 0.4106339556632612 + }, + { + "train_step": 4888, + "sup_loss": 0.7781875031848857 + }, + { + "train_step": 4889, + "sup_loss": 0.7620667123571532 + }, + { + "train_step": 4890, + "sup_loss": 0.6391246749784344 + }, + { + "train_step": 4891, + "sup_loss": 0.5829595583598819 + }, + { + "train_step": 4892, + "sup_loss": 0.5799646915639308 + }, + { + "train_step": 4893, + "sup_loss": 0.7179083516618119 + }, + { + "train_step": 4894, + "sup_loss": 0.6283647950425896 + }, + { + "train_step": 4895, + "sup_loss": 0.7573491643580139 + }, + { + "train_step": 4896, + "sup_loss": 0.5495569949062126 + }, + { + "train_step": 4897, + "sup_loss": 0.6145393813717095 + }, + { + "train_step": 4898, + "sup_loss": 0.5435430029445353 + }, + { + "train_step": 4899, + "sup_loss": 0.6040142842871613 + }, + { + "train_step": 4900, + "sup_loss": 0.6522373606243594 + }, + { + "train_step": 4901, + "sup_loss": 0.7523482112822656 + }, + { + "train_step": 4902, + "sup_loss": 0.5855925269365444 + }, + { + "train_step": 4903, + "sup_loss": 0.5365160211470236 + }, + { + "train_step": 4904, + "sup_loss": 0.387195294558618 + }, + { + "train_step": 4905, + "sup_loss": 0.5440808317646174 + }, + { + "train_step": 4906, + "sup_loss": 0.6390281361456323 + }, + { + "train_step": 4907, + "sup_loss": 0.6478109678674103 + }, + { + "train_step": 4908, + "sup_loss": 0.3163751979454 + }, + { + "train_step": 4909, + "sup_loss": 0.7663687703649454 + }, + { + "train_step": 4910, + "sup_loss": 0.5510078217009029 + }, + { + "train_step": 4911, + "sup_loss": 0.6388943427739475 + }, + { + "train_step": 4912, + "sup_loss": 0.6344477824601245 + }, + { + "train_step": 4913, + "sup_loss": 0.6949675442501045 + }, + { + "train_step": 4914, + "sup_loss": 0.6747128641824943 + }, + { + "train_step": 4915, + "sup_loss": 0.4376768022881478 + }, + { + "train_step": 4916, + "sup_loss": 0.5690717589469243 + }, + { + "train_step": 4917, + "sup_loss": 0.4049966974623021 + }, + { + "train_step": 4918, + "sup_loss": 0.5881783656887336 + }, + { + "train_step": 4919, + "sup_loss": 0.4920696248491351 + }, + { + "train_step": 4920, + "sup_loss": 0.6175312939203251 + }, + { + "train_step": 4921, + "sup_loss": 0.7374251575647168 + }, + { + "train_step": 4922, + "sup_loss": 0.7320740585712588 + }, + { + "train_step": 4923, + "sup_loss": 0.45821072141838004 + }, + { + "train_step": 4924, + "sup_loss": 0.4736330969577828 + }, + { + "train_step": 4925, + "sup_loss": 0.4436557620222568 + }, + { + "train_step": 4926, + "sup_loss": 0.5498576686955294 + }, + { + "train_step": 4927, + "sup_loss": 0.6004559108043964 + }, + { + "train_step": 4928, + "sup_loss": 0.5894349007570405 + }, + { + "train_step": 4929, + "sup_loss": 0.7062208490199134 + }, + { + "train_step": 4930, + "sup_loss": 0.5725465556111754 + }, + { + "train_step": 4931, + "sup_loss": 0.6422888369371889 + }, + { + "train_step": 4932, + "sup_loss": 0.4696158912106358 + }, + { + "train_step": 4933, + "sup_loss": 0.5280135832296038 + }, + { + "train_step": 4934, + "sup_loss": 0.614072528851377 + }, + { + "train_step": 4935, + "sup_loss": 0.6041749334130804 + }, + { + "train_step": 4936, + "sup_loss": 0.6514990934625763 + }, + { + "train_step": 4937, + "sup_loss": 0.7298415478924194 + }, + { + "train_step": 4938, + "sup_loss": 0.47911313783167725 + }, + { + "train_step": 4939, + "sup_loss": 0.7249226804048049 + }, + { + "train_step": 4940, + "sup_loss": 0.4285689761434456 + }, + { + "train_step": 4941, + "sup_loss": 0.7420491860932281 + }, + { + "train_step": 4942, + "sup_loss": 0.6429914216437526 + }, + { + "train_step": 4943, + "sup_loss": 0.5455291083943211 + }, + { + "train_step": 4944, + "sup_loss": 0.5963795193500959 + }, + { + "train_step": 4945, + "sup_loss": 0.7349116364604016 + }, + { + "train_step": 4946, + "sup_loss": 0.7396398068076515 + }, + { + "train_step": 4947, + "sup_loss": 0.6465357677788346 + }, + { + "train_step": 4948, + "sup_loss": 0.7066963329698931 + }, + { + "train_step": 4949, + "sup_loss": 0.5130331287166304 + }, + { + "train_step": 4950, + "sup_loss": 0.6687217033460122 + }, + { + "train_step": 4951, + "sup_loss": 0.9123102678423614 + }, + { + "train_step": 4952, + "sup_loss": 0.6896186677559608 + }, + { + "train_step": 4953, + "sup_loss": 0.4005894326369837 + }, + { + "train_step": 4954, + "sup_loss": 0.5523922824372202 + }, + { + "train_step": 4955, + "sup_loss": 0.5674840083141978 + }, + { + "train_step": 4956, + "sup_loss": 0.7700231278195283 + }, + { + "train_step": 4957, + "sup_loss": 0.612075538983841 + }, + { + "train_step": 4958, + "sup_loss": 0.6121801937973439 + }, + { + "train_step": 4959, + "sup_loss": 0.551057550750971 + }, + { + "train_step": 4960, + "sup_loss": 0.7847201164780329 + }, + { + "train_step": 4961, + "sup_loss": 0.6271594276091947 + }, + { + "train_step": 4962, + "sup_loss": 0.6799981070895537 + }, + { + "train_step": 4963, + "sup_loss": 0.866600271489208 + }, + { + "train_step": 4964, + "sup_loss": 0.6468648728467327 + }, + { + "train_step": 4965, + "sup_loss": 0.6087798343328152 + }, + { + "train_step": 4966, + "sup_loss": 0.6239894353378854 + }, + { + "train_step": 4967, + "sup_loss": 0.49398433780115475 + }, + { + "train_step": 4968, + "sup_loss": 0.4933157986915635 + }, + { + "train_step": 4969, + "sup_loss": 0.6433498155798597 + }, + { + "train_step": 4970, + "sup_loss": 0.4201785190711703 + }, + { + "train_step": 4971, + "sup_loss": 0.40123473771739515 + }, + { + "train_step": 4972, + "sup_loss": 0.2820425279440383 + }, + { + "train_step": 4973, + "sup_loss": 0.6139977023564633 + }, + { + "train_step": 4974, + "sup_loss": 0.5082845850523214 + }, + { + "train_step": 4975, + "sup_loss": 0.5083909279523728 + }, + { + "train_step": 4976, + "sup_loss": 0.32482673212825725 + }, + { + "train_step": 4977, + "sup_loss": 0.6097764161550967 + }, + { + "train_step": 4978, + "sup_loss": 0.6141681502647965 + }, + { + "train_step": 4979, + "sup_loss": 0.6120277485787646 + }, + { + "train_step": 4980, + "sup_loss": 0.7464934776308843 + }, + { + "train_step": 4981, + "sup_loss": 0.6261538701231141 + }, + { + "train_step": 4982, + "sup_loss": 0.8207244318662402 + }, + { + "train_step": 4983, + "sup_loss": 0.4870855185514241 + }, + { + "train_step": 4984, + "sup_loss": 0.4216292878295477 + }, + { + "train_step": 4985, + "sup_loss": 0.6660875701509665 + }, + { + "train_step": 4986, + "sup_loss": 0.4490010201669067 + }, + { + "train_step": 4987, + "sup_loss": 0.690256498164284 + }, + { + "train_step": 4988, + "sup_loss": 0.6309310071954108 + }, + { + "train_step": 4989, + "sup_loss": 0.7485952436343759 + }, + { + "train_step": 4990, + "sup_loss": 0.6772096732321261 + }, + { + "train_step": 4991, + "sup_loss": 0.2806573285724167 + }, + { + "train_step": 4992, + "sup_loss": 0.622896008611234 + }, + { + "train_step": 4993, + "sup_loss": 0.7089834266476154 + }, + { + "train_step": 4994, + "sup_loss": 0.49493744920592486 + }, + { + "train_step": 4995, + "sup_loss": 0.4183496695884005 + }, + { + "train_step": 4996, + "sup_loss": 0.552427766747969 + }, + { + "train_step": 4997, + "sup_loss": 0.5311749399797694 + }, + { + "train_step": 4998, + "sup_loss": 0.7341883228110676 + }, + { + "train_step": 4999, + "sup_loss": 0.6612900326451364 + }, + { + "train_step": 5000, + "sup_loss": 0.42322199817004363 + }, + { + "train_step": 5001, + "sup_loss": 0.6695680901111108 + }, + { + "train_step": 5002, + "sup_loss": 0.6801165232598169 + }, + { + "train_step": 5003, + "sup_loss": 0.5534827587432062 + }, + { + "train_step": 5004, + "sup_loss": 0.5853003655161094 + }, + { + "train_step": 5005, + "sup_loss": 0.5617606217112204 + }, + { + "train_step": 5006, + "sup_loss": 0.7289883730808022 + }, + { + "train_step": 5007, + "sup_loss": 0.542519780145441 + }, + { + "train_step": 5008, + "sup_loss": 0.5398908927700512 + }, + { + "train_step": 5009, + "sup_loss": 0.7569824563111973 + }, + { + "train_step": 5010, + "sup_loss": 0.6253450298485135 + }, + { + "train_step": 5011, + "sup_loss": 0.5090711529321702 + }, + { + "train_step": 5012, + "sup_loss": 0.5528040769462086 + }, + { + "train_step": 5013, + "sup_loss": 0.3543116281991147 + }, + { + "train_step": 5014, + "sup_loss": 0.5793575597739351 + }, + { + "train_step": 5015, + "sup_loss": 0.7548387839611055 + }, + { + "train_step": 5016, + "sup_loss": 0.7448828820009035 + }, + { + "train_step": 5017, + "sup_loss": 0.4599910991694257 + }, + { + "train_step": 5018, + "sup_loss": 0.7272721203239074 + }, + { + "train_step": 5019, + "sup_loss": 0.756755839569783 + }, + { + "train_step": 5020, + "sup_loss": 0.6264317401948793 + }, + { + "train_step": 5021, + "sup_loss": 0.5263909302748437 + }, + { + "train_step": 5022, + "sup_loss": 0.5674603571569474 + }, + { + "train_step": 5023, + "sup_loss": 0.6359930324356305 + }, + { + "train_step": 5024, + "sup_loss": 0.5582238503216337 + }, + { + "train_step": 5025, + "sup_loss": 0.6819201835249777 + }, + { + "train_step": 5026, + "sup_loss": 0.5816340757250358 + }, + { + "train_step": 5027, + "sup_loss": 0.7346096707845811 + }, + { + "train_step": 5028, + "sup_loss": 0.7309793440091622 + }, + { + "train_step": 5029, + "sup_loss": 0.6123742410518341 + }, + { + "train_step": 5030, + "sup_loss": 0.5877345790228128 + }, + { + "train_step": 5031, + "sup_loss": 0.2613358812786572 + }, + { + "train_step": 5032, + "sup_loss": 0.29005359795860086 + }, + { + "train_step": 5033, + "sup_loss": 0.8183938536673433 + }, + { + "train_step": 5034, + "sup_loss": 0.7102686923306746 + }, + { + "train_step": 5035, + "sup_loss": 0.27440654187846464 + }, + { + "train_step": 5036, + "sup_loss": 0.4813755864156588 + }, + { + "train_step": 5037, + "sup_loss": 0.4088280838959732 + }, + { + "train_step": 5038, + "sup_loss": 0.6842478542808628 + }, + { + "train_step": 5039, + "sup_loss": 0.81664920255784 + }, + { + "train_step": 5040, + "sup_loss": 0.5255555023317993 + }, + { + "train_step": 5041, + "sup_loss": 0.40520308056434934 + }, + { + "train_step": 5042, + "sup_loss": 0.4817060561462975 + }, + { + "train_step": 5043, + "sup_loss": 0.5765217220938839 + }, + { + "train_step": 5044, + "sup_loss": 0.7641285090379433 + }, + { + "train_step": 5045, + "sup_loss": 0.5180644474169642 + }, + { + "train_step": 5046, + "sup_loss": 0.5387942756907037 + }, + { + "train_step": 5047, + "sup_loss": 0.6987152821058396 + }, + { + "train_step": 5048, + "sup_loss": 0.6491485174772349 + }, + { + "train_step": 5049, + "sup_loss": 0.8217381238537896 + }, + { + "train_step": 5050, + "sup_loss": 0.6318773147778733 + }, + { + "train_step": 5051, + "sup_loss": 0.7848552701248818 + }, + { + "train_step": 5052, + "sup_loss": 0.5579740227931755 + }, + { + "train_step": 5053, + "sup_loss": 0.6929033995777735 + }, + { + "train_step": 5054, + "sup_loss": 0.5875765912834395 + }, + { + "train_step": 5055, + "sup_loss": 0.664958825354065 + }, + { + "train_step": 5056, + "sup_loss": 0.5003083967102926 + }, + { + "train_step": 5057, + "sup_loss": 0.5603531237729733 + }, + { + "train_step": 5058, + "sup_loss": 0.5993364244623738 + }, + { + "train_step": 5059, + "sup_loss": 0.6008877205658962 + }, + { + "train_step": 5060, + "sup_loss": 0.5763823629484861 + }, + { + "train_step": 5061, + "sup_loss": 0.7144294452275484 + }, + { + "train_step": 5062, + "sup_loss": 0.48047317181616456 + }, + { + "train_step": 5063, + "sup_loss": 0.5567249367677278 + }, + { + "train_step": 5064, + "sup_loss": 0.5946848466385399 + }, + { + "train_step": 5065, + "sup_loss": 0.7477946322824367 + }, + { + "train_step": 5066, + "sup_loss": 0.6883131010157383 + }, + { + "train_step": 5067, + "sup_loss": 0.6453711728326937 + }, + { + "train_step": 5068, + "sup_loss": 0.5831795390215094 + }, + { + "train_step": 5069, + "sup_loss": 0.7290213230817115 + }, + { + "train_step": 5070, + "sup_loss": 0.6234956720380725 + }, + { + "train_step": 5071, + "sup_loss": 0.6122397586288567 + }, + { + "train_step": 5072, + "sup_loss": 0.6448598625646792 + }, + { + "train_step": 5073, + "sup_loss": 0.5603075487775508 + }, + { + "train_step": 5074, + "sup_loss": 0.4863545773374426 + }, + { + "train_step": 5075, + "sup_loss": 0.38041313352965367 + }, + { + "train_step": 5076, + "sup_loss": 0.6913751041638461 + }, + { + "train_step": 5077, + "sup_loss": 0.5599880495998788 + }, + { + "train_step": 5078, + "sup_loss": 0.7268599731846289 + }, + { + "train_step": 5079, + "sup_loss": 0.703291318114674 + }, + { + "train_step": 5080, + "sup_loss": 0.6326663760839488 + }, + { + "train_step": 5081, + "sup_loss": 0.8214247176233196 + }, + { + "train_step": 5082, + "sup_loss": 0.4868255048713367 + }, + { + "train_step": 5083, + "sup_loss": 0.5867274664942197 + }, + { + "train_step": 5084, + "sup_loss": 0.48585578311075783 + }, + { + "train_step": 5085, + "sup_loss": 0.56624564562643 + }, + { + "train_step": 5086, + "sup_loss": 0.459198198781009 + }, + { + "train_step": 5087, + "sup_loss": 0.5641370475809797 + }, + { + "train_step": 5088, + "sup_loss": 0.6606898542871605 + }, + { + "train_step": 5089, + "sup_loss": 0.5029832570234056 + }, + { + "train_step": 5090, + "sup_loss": 0.589038582791237 + }, + { + "train_step": 5091, + "sup_loss": 0.7741032455763871 + }, + { + "train_step": 5092, + "sup_loss": 0.6867647100376455 + }, + { + "train_step": 5093, + "sup_loss": 0.5626949254360457 + }, + { + "train_step": 5094, + "sup_loss": 0.3037416783832192 + }, + { + "train_step": 5095, + "sup_loss": 0.6752384626156066 + }, + { + "train_step": 5096, + "sup_loss": 0.7078506368672071 + }, + { + "train_step": 5097, + "sup_loss": 0.648889263246095 + }, + { + "train_step": 5098, + "sup_loss": 0.5495733076952319 + }, + { + "train_step": 5099, + "sup_loss": 0.7412386878647562 + }, + { + "train_step": 5100, + "sup_loss": 0.5335365367229098 + }, + { + "train_step": 5101, + "sup_loss": 0.4597369853652284 + }, + { + "train_step": 5102, + "sup_loss": 0.7997745631796028 + }, + { + "train_step": 5103, + "sup_loss": 0.5079967281797498 + }, + { + "train_step": 5104, + "sup_loss": 0.6781529031182219 + }, + { + "train_step": 5105, + "sup_loss": 0.568573132870568 + }, + { + "train_step": 5106, + "sup_loss": 0.46067262995738884 + }, + { + "train_step": 5107, + "sup_loss": 0.48921682939812317 + }, + { + "train_step": 5108, + "sup_loss": 0.4392369043878816 + }, + { + "train_step": 5109, + "sup_loss": 0.592758054257916 + }, + { + "train_step": 5110, + "sup_loss": 0.5154756247651626 + }, + { + "train_step": 5111, + "sup_loss": 0.6922301460806277 + }, + { + "train_step": 5112, + "sup_loss": 0.6306839679507475 + }, + { + "train_step": 5113, + "sup_loss": 0.47787010783675604 + }, + { + "train_step": 5114, + "sup_loss": 0.9415310562924746 + }, + { + "train_step": 5115, + "sup_loss": 0.5162124919987748 + }, + { + "train_step": 5116, + "sup_loss": 0.8724873948440288 + }, + { + "train_step": 5117, + "sup_loss": 0.6228043223826374 + }, + { + "train_step": 5118, + "sup_loss": 0.2858318042645178 + }, + { + "train_step": 5119, + "sup_loss": 0.7035052716565252 + }, + { + "train_step": 5120, + "sup_loss": 0.6201756377517205 + }, + { + "train_step": 5121, + "sup_loss": 0.6007187962670703 + }, + { + "train_step": 5122, + "sup_loss": 0.42559553594607763 + }, + { + "train_step": 5123, + "sup_loss": 0.5873041517353087 + }, + { + "train_step": 5124, + "sup_loss": 0.6397781876387217 + }, + { + "train_step": 5125, + "sup_loss": 0.6368140684455577 + }, + { + "train_step": 5126, + "sup_loss": 0.6739943269646779 + }, + { + "train_step": 5127, + "sup_loss": 0.729125942102677 + }, + { + "train_step": 5128, + "sup_loss": 0.6742800121841933 + }, + { + "train_step": 5129, + "sup_loss": 0.42939553878486875 + }, + { + "train_step": 5130, + "sup_loss": 0.7678276044348886 + }, + { + "train_step": 5131, + "sup_loss": 0.6723248843290479 + }, + { + "train_step": 5132, + "sup_loss": 0.6131124209616832 + }, + { + "train_step": 5133, + "sup_loss": 0.6182993757736249 + }, + { + "train_step": 5134, + "sup_loss": 0.6898564914196914 + }, + { + "train_step": 5135, + "sup_loss": 0.679181569332721 + }, + { + "train_step": 5136, + "sup_loss": 0.42128813678366955 + }, + { + "train_step": 5137, + "sup_loss": 0.4252249472164278 + }, + { + "train_step": 5138, + "sup_loss": 0.7585371435378688 + }, + { + "train_step": 5139, + "sup_loss": 0.7185292928940373 + }, + { + "train_step": 5140, + "sup_loss": 0.6997466589611568 + }, + { + "train_step": 5141, + "sup_loss": 0.41767774075859854 + }, + { + "train_step": 5142, + "sup_loss": 0.7952322097061075 + }, + { + "train_step": 5143, + "sup_loss": 0.5934986888989682 + }, + { + "train_step": 5144, + "sup_loss": 0.597553163866653 + }, + { + "train_step": 5145, + "sup_loss": 0.6624484637395638 + }, + { + "train_step": 5146, + "sup_loss": 0.5197734703630058 + }, + { + "train_step": 5147, + "sup_loss": 0.5933458293674828 + }, + { + "train_step": 5148, + "sup_loss": 0.6957061840060706 + }, + { + "train_step": 5149, + "sup_loss": 0.5366442549969569 + }, + { + "train_step": 5150, + "sup_loss": 0.551851043056146 + }, + { + "train_step": 5151, + "sup_loss": 0.76073412608211 + }, + { + "train_step": 5152, + "sup_loss": 0.8276248704177385 + }, + { + "train_step": 5153, + "sup_loss": 0.8632809524919686 + }, + { + "train_step": 5154, + "sup_loss": 0.5596309135025498 + }, + { + "train_step": 5155, + "sup_loss": 0.48702904156617416 + }, + { + "train_step": 5156, + "sup_loss": 0.43194354272873914 + }, + { + "train_step": 5157, + "sup_loss": 0.5673688895646626 + }, + { + "train_step": 5158, + "sup_loss": 0.9533869115626801 + }, + { + "train_step": 5159, + "sup_loss": 0.4344656142028353 + }, + { + "train_step": 5160, + "sup_loss": 0.6591530137587213 + }, + { + "train_step": 5161, + "sup_loss": 0.5556968172363738 + }, + { + "train_step": 5162, + "sup_loss": 0.33068711314623256 + }, + { + "train_step": 5163, + "sup_loss": 0.6219537205450774 + }, + { + "train_step": 5164, + "sup_loss": 0.5362626678294588 + }, + { + "train_step": 5165, + "sup_loss": 0.5497044610691265 + }, + { + "train_step": 5166, + "sup_loss": 0.6898920998672942 + }, + { + "train_step": 5167, + "sup_loss": 0.6129370869828478 + }, + { + "train_step": 5168, + "sup_loss": 0.4696421883791858 + }, + { + "train_step": 5169, + "sup_loss": 0.4987442592941265 + }, + { + "train_step": 5170, + "sup_loss": 0.4482854510231765 + }, + { + "train_step": 5171, + "sup_loss": 0.7085767216585018 + }, + { + "train_step": 5172, + "sup_loss": 0.36179362077044663 + }, + { + "train_step": 5173, + "sup_loss": 0.828225289502514 + }, + { + "train_step": 5174, + "sup_loss": 0.6806917936146951 + }, + { + "train_step": 5175, + "sup_loss": 0.46351511300908954 + }, + { + "train_step": 5176, + "sup_loss": 0.6675495175752066 + }, + { + "train_step": 5177, + "sup_loss": 0.5443554278728604 + }, + { + "train_step": 5178, + "sup_loss": 0.5468466330775213 + }, + { + "train_step": 5179, + "sup_loss": 0.27034187611216665 + }, + { + "train_step": 5180, + "sup_loss": 0.672577149112961 + }, + { + "train_step": 5181, + "sup_loss": 0.42647226686666895 + }, + { + "train_step": 5182, + "sup_loss": 0.5235465984146954 + }, + { + "train_step": 5183, + "sup_loss": 0.7435089647292795 + }, + { + "train_step": 5184, + "sup_loss": 0.7041140130101474 + }, + { + "train_step": 5185, + "sup_loss": 0.609558598891231 + }, + { + "train_step": 5186, + "sup_loss": 0.5578943861815318 + }, + { + "train_step": 5187, + "sup_loss": 0.6535831799357644 + }, + { + "train_step": 5188, + "sup_loss": 0.5470564600572849 + }, + { + "train_step": 5189, + "sup_loss": 0.757633450893616 + }, + { + "train_step": 5190, + "sup_loss": 0.6146642028056166 + }, + { + "train_step": 5191, + "sup_loss": 0.8317228947145999 + }, + { + "train_step": 5192, + "sup_loss": 0.7300441742876376 + }, + { + "train_step": 5193, + "sup_loss": 0.6484017239512282 + }, + { + "train_step": 5194, + "sup_loss": 0.5647839418287753 + }, + { + "train_step": 5195, + "sup_loss": 0.5809921252464121 + }, + { + "train_step": 5196, + "sup_loss": 0.47706407919826355 + }, + { + "train_step": 5197, + "sup_loss": 0.4902042040732906 + }, + { + "train_step": 5198, + "sup_loss": 0.610218739862583 + }, + { + "train_step": 5199, + "sup_loss": 0.5014714861192817 + }, + { + "train_step": 5200, + "sup_loss": 0.7119365555105208 + }, + { + "train_step": 5201, + "sup_loss": 0.5975847476814763 + }, + { + "train_step": 5202, + "sup_loss": 0.8313659935200055 + }, + { + "train_step": 5203, + "sup_loss": 0.7019473189172837 + }, + { + "train_step": 5204, + "sup_loss": 0.48400461354793267 + }, + { + "train_step": 5205, + "sup_loss": 0.4191299986091014 + }, + { + "train_step": 5206, + "sup_loss": 0.40230043176050545 + }, + { + "train_step": 5207, + "sup_loss": 0.7854774802415051 + }, + { + "train_step": 5208, + "sup_loss": 0.6903138486195951 + }, + { + "train_step": 5209, + "sup_loss": 0.5817041019350953 + }, + { + "train_step": 5210, + "sup_loss": 0.47181966261385816 + }, + { + "train_step": 5211, + "sup_loss": 0.4630392500000872 + }, + { + "train_step": 5212, + "sup_loss": 0.7148552671168891 + }, + { + "train_step": 5213, + "sup_loss": 0.6358416186869876 + }, + { + "train_step": 5214, + "sup_loss": 0.676770448835683 + }, + { + "train_step": 5215, + "sup_loss": 0.6902546585188566 + }, + { + "train_step": 5216, + "sup_loss": 0.8225324316805854 + }, + { + "train_step": 5217, + "sup_loss": 0.41634819217575053 + }, + { + "train_step": 5218, + "sup_loss": 0.5870512341802607 + }, + { + "train_step": 5219, + "sup_loss": 0.44467710395607285 + }, + { + "train_step": 5220, + "sup_loss": 0.7146066124670798 + }, + { + "train_step": 5221, + "sup_loss": 0.720954209538448 + }, + { + "train_step": 5222, + "sup_loss": 0.44614160615877724 + }, + { + "train_step": 5223, + "sup_loss": 0.49396613534085654 + }, + { + "train_step": 5224, + "sup_loss": 0.660523239101152 + }, + { + "train_step": 5225, + "sup_loss": 0.39034577010530064 + }, + { + "train_step": 5226, + "sup_loss": 0.8450987152762681 + }, + { + "train_step": 5227, + "sup_loss": 0.5105599261628949 + }, + { + "train_step": 5228, + "sup_loss": 0.5958766477805392 + }, + { + "train_step": 5229, + "sup_loss": 0.6141843750261757 + }, + { + "train_step": 5230, + "sup_loss": 0.5292248362714963 + }, + { + "train_step": 5231, + "sup_loss": 0.8489984705382447 + }, + { + "train_step": 5232, + "sup_loss": 0.4468288201993802 + }, + { + "train_step": 5233, + "sup_loss": 0.45965187961767695 + }, + { + "train_step": 5234, + "sup_loss": 0.5466213381709811 + }, + { + "train_step": 5235, + "sup_loss": 0.6303633266249338 + }, + { + "train_step": 5236, + "sup_loss": 0.7089701675961865 + }, + { + "train_step": 5237, + "sup_loss": 0.5447941587033565 + }, + { + "train_step": 5238, + "sup_loss": 0.55242173961794 + }, + { + "train_step": 5239, + "sup_loss": 0.8155026311930834 + }, + { + "train_step": 5240, + "sup_loss": 0.8392380502035572 + }, + { + "train_step": 5241, + "sup_loss": 0.38166756625897635 + }, + { + "train_step": 5242, + "sup_loss": 0.4824743157480136 + }, + { + "train_step": 5243, + "sup_loss": 0.5991526087822007 + }, + { + "train_step": 5244, + "sup_loss": 0.7343316035842186 + }, + { + "train_step": 5245, + "sup_loss": 0.5167776161031772 + }, + { + "train_step": 5246, + "sup_loss": 0.6879941669744886 + }, + { + "train_step": 5247, + "sup_loss": 0.47655542265487644 + }, + { + "train_step": 5248, + "sup_loss": 0.6007675827262912 + }, + { + "train_step": 5249, + "sup_loss": 0.5477707584625022 + }, + { + "train_step": 5250, + "sup_loss": 0.7282874011487844 + }, + { + "train_step": 5251, + "sup_loss": 0.8577069464633194 + }, + { + "train_step": 5252, + "sup_loss": 0.5886544833313674 + }, + { + "train_step": 5253, + "sup_loss": 0.5494165684225882 + }, + { + "train_step": 5254, + "sup_loss": 0.9168884343313338 + }, + { + "train_step": 5255, + "sup_loss": 0.579550309892599 + }, + { + "train_step": 5256, + "sup_loss": 0.39209112760901604 + }, + { + "train_step": 5257, + "sup_loss": 0.4464640851318612 + }, + { + "train_step": 5258, + "sup_loss": 0.5337052614230721 + }, + { + "train_step": 5259, + "sup_loss": 0.7161986479338881 + }, + { + "train_step": 5260, + "sup_loss": 0.6408260488818314 + }, + { + "train_step": 5261, + "sup_loss": 0.5180755874107869 + }, + { + "train_step": 5262, + "sup_loss": 0.44014275927080104 + }, + { + "train_step": 5263, + "sup_loss": 0.606286532493645 + }, + { + "train_step": 5264, + "sup_loss": 0.5926128145140606 + }, + { + "train_step": 5265, + "sup_loss": 0.6611597288743619 + }, + { + "train_step": 5266, + "sup_loss": 0.8312188721612088 + }, + { + "train_step": 5267, + "sup_loss": 0.7100046040968448 + }, + { + "train_step": 5268, + "sup_loss": 0.6312140558747934 + }, + { + "train_step": 5269, + "sup_loss": 0.724307402872378 + }, + { + "train_step": 5270, + "sup_loss": 0.5850704330126796 + }, + { + "train_step": 5271, + "sup_loss": 0.5506639681915183 + }, + { + "train_step": 5272, + "sup_loss": 0.7491719619579851 + }, + { + "train_step": 5273, + "sup_loss": 0.7933828361734349 + }, + { + "train_step": 5274, + "sup_loss": 0.6010201618459965 + }, + { + "train_step": 5275, + "sup_loss": 0.5210972621884216 + }, + { + "train_step": 5276, + "sup_loss": 0.529761086429292 + }, + { + "train_step": 5277, + "sup_loss": 0.6794584643021846 + }, + { + "train_step": 5278, + "sup_loss": 0.725554547443299 + }, + { + "train_step": 5279, + "sup_loss": 0.560590262204202 + }, + { + "train_step": 5280, + "sup_loss": 0.6789649367475455 + }, + { + "train_step": 5281, + "sup_loss": 0.5159914443742121 + }, + { + "train_step": 5282, + "sup_loss": 0.6549541918026283 + }, + { + "train_step": 5283, + "sup_loss": 0.7189013510905362 + }, + { + "train_step": 5284, + "sup_loss": 0.5253312829999633 + }, + { + "train_step": 5285, + "sup_loss": 0.5709925539179914 + }, + { + "train_step": 5286, + "sup_loss": 0.5640461067930298 + }, + { + "train_step": 5287, + "sup_loss": 0.6429520833720108 + }, + { + "train_step": 5288, + "sup_loss": 0.6012878145963726 + }, + { + "train_step": 5289, + "sup_loss": 0.5997019796917888 + }, + { + "train_step": 5290, + "sup_loss": 0.7254957978750501 + }, + { + "train_step": 5291, + "sup_loss": 0.7150757106465571 + }, + { + "train_step": 5292, + "sup_loss": 0.5343024288740661 + }, + { + "train_step": 5293, + "sup_loss": 0.5696798165847 + }, + { + "train_step": 5294, + "sup_loss": 0.5504389799645604 + }, + { + "train_step": 5295, + "sup_loss": 0.6763914332691816 + }, + { + "train_step": 5296, + "sup_loss": 0.5074098369673687 + }, + { + "train_step": 5297, + "sup_loss": 0.5471505378266605 + }, + { + "train_step": 5298, + "sup_loss": 0.8054131271704341 + }, + { + "train_step": 5299, + "sup_loss": 0.8430934089702973 + }, + { + "train_step": 5300, + "sup_loss": 0.6285702319864171 + }, + { + "train_step": 5301, + "sup_loss": 0.6824206631587441 + }, + { + "train_step": 5302, + "sup_loss": 0.4483076978680905 + }, + { + "train_step": 5303, + "sup_loss": 0.6265010836365944 + }, + { + "train_step": 5304, + "sup_loss": 0.6867775137363291 + }, + { + "train_step": 5305, + "sup_loss": 0.548815936776473 + }, + { + "train_step": 5306, + "sup_loss": 0.537457645357804 + }, + { + "train_step": 5307, + "sup_loss": 0.6536382742184162 + }, + { + "train_step": 5308, + "sup_loss": 0.6535591575387342 + }, + { + "train_step": 5309, + "sup_loss": 0.7375826601290778 + }, + { + "train_step": 5310, + "sup_loss": 0.7423644908585759 + }, + { + "train_step": 5311, + "sup_loss": 0.8199389916138876 + }, + { + "train_step": 5312, + "sup_loss": 0.42568657377491975 + }, + { + "train_step": 5313, + "sup_loss": 0.38786655318297103 + }, + { + "train_step": 5314, + "sup_loss": 0.7601713291153124 + }, + { + "train_step": 5315, + "sup_loss": 0.5679895875573262 + }, + { + "train_step": 5316, + "sup_loss": 0.44286362108752914 + }, + { + "train_step": 5317, + "sup_loss": 0.7319343115028406 + }, + { + "train_step": 5318, + "sup_loss": 0.525781299464634 + }, + { + "train_step": 5319, + "sup_loss": 0.7519501255660949 + }, + { + "train_step": 5320, + "sup_loss": 0.7545569082294942 + }, + { + "train_step": 5321, + "sup_loss": 0.6915400404089309 + }, + { + "train_step": 5322, + "sup_loss": 0.6523854919031736 + }, + { + "train_step": 5323, + "sup_loss": 0.7790642067034766 + }, + { + "train_step": 5324, + "sup_loss": 0.42207107773228103 + }, + { + "train_step": 5325, + "sup_loss": 0.588377266897618 + }, + { + "train_step": 5326, + "sup_loss": 0.499422051366174 + }, + { + "train_step": 5327, + "sup_loss": 0.8944446002853803 + }, + { + "train_step": 5328, + "sup_loss": 0.44068402721905836 + }, + { + "train_step": 5329, + "sup_loss": 0.39668141066352 + }, + { + "train_step": 5330, + "sup_loss": 0.6232038347258098 + }, + { + "train_step": 5331, + "sup_loss": 0.7014138727884747 + }, + { + "train_step": 5332, + "sup_loss": 0.5552750037931407 + }, + { + "train_step": 5333, + "sup_loss": 0.6189407709581118 + }, + { + "train_step": 5334, + "sup_loss": 0.759901704809643 + }, + { + "train_step": 5335, + "sup_loss": 0.6357156319726692 + }, + { + "train_step": 5336, + "sup_loss": 0.6292447123288631 + }, + { + "train_step": 5337, + "sup_loss": 0.7792766111652187 + }, + { + "train_step": 5338, + "sup_loss": 0.7010491054291199 + }, + { + "train_step": 5339, + "sup_loss": 0.662456898778789 + }, + { + "train_step": 5340, + "sup_loss": 0.4329470056546291 + }, + { + "train_step": 5341, + "sup_loss": 0.8162162561802604 + }, + { + "train_step": 5342, + "sup_loss": 0.6266074713009788 + }, + { + "train_step": 5343, + "sup_loss": 0.5338434071210053 + }, + { + "train_step": 5344, + "sup_loss": 0.7052077641844141 + }, + { + "train_step": 5345, + "sup_loss": 0.6446814476535508 + }, + { + "train_step": 5346, + "sup_loss": 0.6366325203575601 + }, + { + "train_step": 5347, + "sup_loss": 0.3244604769554346 + }, + { + "train_step": 5348, + "sup_loss": 0.4316784328844183 + }, + { + "train_step": 5349, + "sup_loss": 0.6023010123422012 + }, + { + "train_step": 5350, + "sup_loss": 0.2497851695125748 + }, + { + "train_step": 5351, + "sup_loss": 0.3576623608760034 + }, + { + "train_step": 5352, + "sup_loss": 0.6390682949113022 + }, + { + "train_step": 5353, + "sup_loss": 0.5205654655253933 + }, + { + "train_step": 5354, + "sup_loss": 0.790603300041359 + }, + { + "train_step": 5355, + "sup_loss": 0.5921999304112295 + }, + { + "train_step": 5356, + "sup_loss": 0.5089709118241091 + }, + { + "train_step": 5357, + "sup_loss": 0.5592095257521645 + }, + { + "train_step": 5358, + "sup_loss": 0.6107141360404778 + }, + { + "train_step": 5359, + "sup_loss": 0.5910035398782099 + }, + { + "train_step": 5360, + "sup_loss": 0.6536695465768845 + }, + { + "train_step": 5361, + "sup_loss": 0.5201699270216477 + }, + { + "train_step": 5362, + "sup_loss": 0.7419501394483474 + }, + { + "train_step": 5363, + "sup_loss": 0.5897623283857988 + }, + { + "train_step": 5364, + "sup_loss": 0.5259990690081038 + }, + { + "train_step": 5365, + "sup_loss": 0.5221240538871298 + }, + { + "train_step": 5366, + "sup_loss": 0.5105913593553316 + }, + { + "train_step": 5367, + "sup_loss": 0.5383201940597947 + }, + { + "train_step": 5368, + "sup_loss": 0.6191269923075984 + }, + { + "train_step": 5369, + "sup_loss": 0.5833071981958847 + }, + { + "train_step": 5370, + "sup_loss": 0.6005142639838035 + }, + { + "train_step": 5371, + "sup_loss": 0.7901676986685208 + }, + { + "train_step": 5372, + "sup_loss": 0.5868672898111568 + }, + { + "train_step": 5373, + "sup_loss": 0.6529576073165037 + }, + { + "train_step": 5374, + "sup_loss": 0.5957904803576588 + }, + { + "train_step": 5375, + "sup_loss": 0.7041117881733707 + }, + { + "train_step": 5376, + "sup_loss": 0.6260585386287935 + }, + { + "train_step": 5377, + "sup_loss": 0.6510973416900776 + }, + { + "train_step": 5378, + "sup_loss": 0.763099232455627 + }, + { + "train_step": 5379, + "sup_loss": 0.6154061241318665 + }, + { + "train_step": 5380, + "sup_loss": 0.5961193649155092 + }, + { + "train_step": 5381, + "sup_loss": 0.29427002680001385 + }, + { + "train_step": 5382, + "sup_loss": 0.5973817389689317 + }, + { + "train_step": 5383, + "sup_loss": 0.8054929054139589 + }, + { + "train_step": 5384, + "sup_loss": 0.5516167911443665 + }, + { + "train_step": 5385, + "sup_loss": 0.5546816068154121 + }, + { + "train_step": 5386, + "sup_loss": 0.717029517371686 + }, + { + "train_step": 5387, + "sup_loss": 0.44244279016777643 + }, + { + "train_step": 5388, + "sup_loss": 0.5899538831949033 + }, + { + "train_step": 5389, + "sup_loss": 0.39027250460734714 + }, + { + "train_step": 5390, + "sup_loss": 0.7428475103905301 + }, + { + "train_step": 5391, + "sup_loss": 0.6768042241693252 + }, + { + "train_step": 5392, + "sup_loss": 0.6818523917195326 + }, + { + "train_step": 5393, + "sup_loss": 0.788347639472745 + }, + { + "train_step": 5394, + "sup_loss": 0.8558178461601174 + }, + { + "train_step": 5395, + "sup_loss": 0.5547705703460002 + }, + { + "train_step": 5396, + "sup_loss": 0.669147731843742 + }, + { + "train_step": 5397, + "sup_loss": 0.5544651039298866 + }, + { + "train_step": 5398, + "sup_loss": 0.42932262209815775 + }, + { + "train_step": 5399, + "sup_loss": 0.6660863120640031 + }, + { + "train_step": 5400, + "sup_loss": 0.4782744778892005 + }, + { + "train_step": 5401, + "sup_loss": 0.741318874369482 + }, + { + "train_step": 5402, + "sup_loss": 0.728509557257501 + }, + { + "train_step": 5403, + "sup_loss": 0.5501567166674051 + }, + { + "train_step": 5404, + "sup_loss": 0.7553163143824388 + }, + { + "train_step": 5405, + "sup_loss": 0.6406030297421035 + }, + { + "train_step": 5406, + "sup_loss": 0.5083677205819193 + }, + { + "train_step": 5407, + "sup_loss": 0.6360384282940618 + }, + { + "train_step": 5408, + "sup_loss": 0.5008728681410524 + }, + { + "train_step": 5409, + "sup_loss": 0.7070282530905235 + }, + { + "train_step": 5410, + "sup_loss": 0.6760726939174143 + }, + { + "train_step": 5411, + "sup_loss": 0.3234674579611527 + }, + { + "train_step": 5412, + "sup_loss": 0.7426495960254262 + }, + { + "train_step": 5413, + "sup_loss": 0.6718497685546674 + }, + { + "train_step": 5414, + "sup_loss": 0.5435111448306268 + }, + { + "train_step": 5415, + "sup_loss": 0.5003264961601459 + }, + { + "train_step": 5416, + "sup_loss": 0.6253768890196956 + }, + { + "train_step": 5417, + "sup_loss": 0.6006187280764789 + }, + { + "train_step": 5418, + "sup_loss": 0.7180429860900606 + }, + { + "train_step": 5419, + "sup_loss": 0.7375776820236091 + }, + { + "train_step": 5420, + "sup_loss": 0.49024770426350595 + }, + { + "train_step": 5421, + "sup_loss": 0.5368674498339493 + }, + { + "train_step": 5422, + "sup_loss": 0.6655035545168042 + }, + { + "train_step": 5423, + "sup_loss": 0.6249580439371043 + }, + { + "train_step": 5424, + "sup_loss": 0.6455478530700072 + }, + { + "train_step": 5425, + "sup_loss": 0.8495749020889717 + }, + { + "train_step": 5426, + "sup_loss": 0.7304564533464786 + }, + { + "train_step": 5427, + "sup_loss": 0.43865756372166476 + }, + { + "train_step": 5428, + "sup_loss": 0.4770175508788892 + }, + { + "train_step": 5429, + "sup_loss": 0.6965403227526262 + }, + { + "train_step": 5430, + "sup_loss": 0.6220582841561676 + }, + { + "train_step": 5431, + "sup_loss": 0.49957597787184754 + }, + { + "train_step": 5432, + "sup_loss": 0.5859632812488641 + }, + { + "train_step": 5433, + "sup_loss": 0.6045828151038312 + }, + { + "train_step": 5434, + "sup_loss": 0.493916775175197 + }, + { + "train_step": 5435, + "sup_loss": 0.7065755033153764 + }, + { + "train_step": 5436, + "sup_loss": 0.5961267449441343 + }, + { + "train_step": 5437, + "sup_loss": 0.6837045784152704 + }, + { + "train_step": 5438, + "sup_loss": 0.3927128942110185 + }, + { + "train_step": 5439, + "sup_loss": 0.6261795431741489 + }, + { + "train_step": 5440, + "sup_loss": 0.6469386871765164 + }, + { + "train_step": 5441, + "sup_loss": 0.6552526795510513 + }, + { + "train_step": 5442, + "sup_loss": 0.6389554728730091 + }, + { + "train_step": 5443, + "sup_loss": 0.6195865529183329 + }, + { + "train_step": 5444, + "sup_loss": 0.560570767375864 + }, + { + "train_step": 5445, + "sup_loss": 0.4993701421709489 + }, + { + "train_step": 5446, + "sup_loss": 0.7261740346547767 + }, + { + "train_step": 5447, + "sup_loss": 0.5366077534249799 + }, + { + "train_step": 5448, + "sup_loss": 0.6284391770405193 + }, + { + "train_step": 5449, + "sup_loss": 0.6370836294212587 + }, + { + "train_step": 5450, + "sup_loss": 0.6134743276473195 + }, + { + "train_step": 5451, + "sup_loss": 0.5847687702215991 + }, + { + "train_step": 5452, + "sup_loss": 0.5532517243327846 + }, + { + "train_step": 5453, + "sup_loss": 0.6244121472418575 + }, + { + "train_step": 5454, + "sup_loss": 0.5814754893144498 + }, + { + "train_step": 5455, + "sup_loss": 0.6613491608859725 + }, + { + "train_step": 5456, + "sup_loss": 0.44762957261387254 + }, + { + "train_step": 5457, + "sup_loss": 0.6102078138200318 + }, + { + "train_step": 5458, + "sup_loss": 0.7186574897833555 + }, + { + "train_step": 5459, + "sup_loss": 0.6008807256893045 + }, + { + "train_step": 5460, + "sup_loss": 0.7897732149789726 + }, + { + "train_step": 5461, + "sup_loss": 0.5846374184368879 + }, + { + "train_step": 5462, + "sup_loss": 0.6423702111271454 + }, + { + "train_step": 5463, + "sup_loss": 0.541982090280669 + }, + { + "train_step": 5464, + "sup_loss": 0.5695779599366804 + }, + { + "train_step": 5465, + "sup_loss": 0.7546984308560619 + }, + { + "train_step": 5466, + "sup_loss": 0.5463640235266313 + }, + { + "train_step": 5467, + "sup_loss": 0.33236507025080003 + }, + { + "train_step": 5468, + "sup_loss": 0.6987787281289659 + }, + { + "train_step": 5469, + "sup_loss": 0.5857958622681574 + }, + { + "train_step": 5470, + "sup_loss": 0.526295166149561 + }, + { + "train_step": 5471, + "sup_loss": 0.6015572953735422 + }, + { + "train_step": 5472, + "sup_loss": 0.7204345979270752 + }, + { + "train_step": 5473, + "sup_loss": 0.5391905869043163 + }, + { + "train_step": 5474, + "sup_loss": 0.6546987667364325 + }, + { + "train_step": 5475, + "sup_loss": 0.6918020432794306 + }, + { + "train_step": 5476, + "sup_loss": 0.5525186030031412 + }, + { + "train_step": 5477, + "sup_loss": 0.6156146368913975 + }, + { + "train_step": 5478, + "sup_loss": 0.5970698225388369 + }, + { + "train_step": 5479, + "sup_loss": 0.569817837153889 + }, + { + "train_step": 5480, + "sup_loss": 0.565773679784747 + }, + { + "train_step": 5481, + "sup_loss": 0.35631122366360335 + }, + { + "train_step": 5482, + "sup_loss": 0.6873515111862006 + }, + { + "train_step": 5483, + "sup_loss": 0.7117894100845217 + }, + { + "train_step": 5484, + "sup_loss": 0.7860313692026899 + }, + { + "train_step": 5485, + "sup_loss": 0.27335657325944085 + }, + { + "train_step": 5486, + "sup_loss": 0.5905483123808495 + }, + { + "train_step": 5487, + "sup_loss": 0.6301780393233513 + }, + { + "train_step": 5488, + "sup_loss": 0.7613960701407103 + }, + { + "train_step": 5489, + "sup_loss": 0.4393205070420595 + }, + { + "train_step": 5490, + "sup_loss": 0.6489550008849639 + }, + { + "train_step": 5491, + "sup_loss": 0.7035877090982685 + }, + { + "train_step": 5492, + "sup_loss": 0.6385362336944296 + }, + { + "train_step": 5493, + "sup_loss": 0.6790084313927897 + }, + { + "train_step": 5494, + "sup_loss": 0.632282276516963 + }, + { + "train_step": 5495, + "sup_loss": 0.6125933707762196 + }, + { + "train_step": 5496, + "sup_loss": 0.5296600459225419 + }, + { + "train_step": 5497, + "sup_loss": 0.6283366015972285 + }, + { + "train_step": 5498, + "sup_loss": 0.5233301967011563 + }, + { + "train_step": 5499, + "sup_loss": 0.658115174697296 + }, + { + "train_step": 5500, + "sup_loss": 0.6064020458218897 + }, + { + "train_step": 5501, + "sup_loss": 0.5980056176819446 + }, + { + "train_step": 5502, + "sup_loss": 0.3550210804351174 + }, + { + "train_step": 5503, + "sup_loss": 0.5787291090736206 + }, + { + "train_step": 5504, + "sup_loss": 0.7290340092684218 + }, + { + "train_step": 5505, + "sup_loss": 0.7719925607317468 + }, + { + "train_step": 5506, + "sup_loss": 0.6735440675631822 + }, + { + "train_step": 5507, + "sup_loss": 0.634720262019854 + }, + { + "train_step": 5508, + "sup_loss": 0.630976606489969 + }, + { + "train_step": 5509, + "sup_loss": 0.7094332612042509 + }, + { + "train_step": 5510, + "sup_loss": 0.5484657302105413 + }, + { + "train_step": 5511, + "sup_loss": 0.4650428954155643 + }, + { + "train_step": 5512, + "sup_loss": 0.7334347290126594 + }, + { + "train_step": 5513, + "sup_loss": 0.6325298055123132 + }, + { + "train_step": 5514, + "sup_loss": 0.5955849522228057 + }, + { + "train_step": 5515, + "sup_loss": 0.8008936764691902 + }, + { + "train_step": 5516, + "sup_loss": 0.6320949399213049 + }, + { + "train_step": 5517, + "sup_loss": 0.6226341722947992 + }, + { + "train_step": 5518, + "sup_loss": 0.4572658392026635 + }, + { + "train_step": 5519, + "sup_loss": 0.5975069871804408 + }, + { + "train_step": 5520, + "sup_loss": 0.6661896919449283 + }, + { + "train_step": 5521, + "sup_loss": 0.7310392994273062 + }, + { + "train_step": 5522, + "sup_loss": 0.6944367655582767 + }, + { + "train_step": 5523, + "sup_loss": 0.4792874061776256 + }, + { + "train_step": 5524, + "sup_loss": 0.5743782293874522 + }, + { + "train_step": 5525, + "sup_loss": 0.543316945558178 + }, + { + "train_step": 5526, + "sup_loss": 0.786018550089735 + }, + { + "train_step": 5527, + "sup_loss": 0.634698761357806 + }, + { + "train_step": 5528, + "sup_loss": 0.5813818625965314 + }, + { + "train_step": 5529, + "sup_loss": 0.5363933747422609 + }, + { + "train_step": 5530, + "sup_loss": 0.6263972282574062 + }, + { + "train_step": 5531, + "sup_loss": 0.4722167972780868 + }, + { + "train_step": 5532, + "sup_loss": 0.5973084373604622 + }, + { + "train_step": 5533, + "sup_loss": 0.7570825237288414 + }, + { + "train_step": 5534, + "sup_loss": 0.6548828812558279 + }, + { + "train_step": 5535, + "sup_loss": 0.4197515651377144 + }, + { + "train_step": 5536, + "sup_loss": 0.5907317752186864 + }, + { + "train_step": 5537, + "sup_loss": 0.6780632069523551 + }, + { + "train_step": 5538, + "sup_loss": 0.8341071592308251 + }, + { + "train_step": 5539, + "sup_loss": 0.56592698365317 + }, + { + "train_step": 5540, + "sup_loss": 0.34571424884412144 + }, + { + "train_step": 5541, + "sup_loss": 0.6473680555017237 + }, + { + "train_step": 5542, + "sup_loss": 0.405793524512847 + }, + { + "train_step": 5543, + "sup_loss": 0.6596882841991257 + }, + { + "train_step": 5544, + "sup_loss": 0.6353698924390055 + }, + { + "train_step": 5545, + "sup_loss": 0.6173770553554021 + }, + { + "train_step": 5546, + "sup_loss": 0.6880868095442916 + }, + { + "train_step": 5547, + "sup_loss": 0.8318131770733137 + }, + { + "train_step": 5548, + "sup_loss": 0.6247928266794862 + }, + { + "train_step": 5549, + "sup_loss": 0.7035353066219387 + }, + { + "train_step": 5550, + "sup_loss": 0.6365052794341438 + }, + { + "train_step": 5551, + "sup_loss": 0.4931738788751615 + }, + { + "train_step": 5552, + "sup_loss": 0.5504216008481538 + }, + { + "train_step": 5553, + "sup_loss": 0.4790388250757424 + }, + { + "train_step": 5554, + "sup_loss": 0.7148228652070413 + }, + { + "train_step": 5555, + "sup_loss": 0.6913162997771958 + }, + { + "train_step": 5556, + "sup_loss": 0.6877982107143462 + }, + { + "train_step": 5557, + "sup_loss": 0.25564781575226786 + }, + { + "train_step": 5558, + "sup_loss": 0.6532291857152571 + }, + { + "train_step": 5559, + "sup_loss": 0.4547049678028695 + }, + { + "train_step": 5560, + "sup_loss": 0.605038016811975 + }, + { + "train_step": 5561, + "sup_loss": 0.4613509547410217 + }, + { + "train_step": 5562, + "sup_loss": 0.4011883868045938 + }, + { + "train_step": 5563, + "sup_loss": 0.5116701121428606 + }, + { + "train_step": 5564, + "sup_loss": 0.6639616557447561 + }, + { + "train_step": 5565, + "sup_loss": 0.6725998873283212 + }, + { + "train_step": 5566, + "sup_loss": 0.3133924114533236 + }, + { + "train_step": 5567, + "sup_loss": 0.6321008816210486 + }, + { + "train_step": 5568, + "sup_loss": 0.6645713256555883 + }, + { + "train_step": 5569, + "sup_loss": 0.5505777659882659 + }, + { + "train_step": 5570, + "sup_loss": 0.6587245377379308 + }, + { + "train_step": 5571, + "sup_loss": 0.6287640723513573 + }, + { + "train_step": 5572, + "sup_loss": 0.8408607612441941 + }, + { + "train_step": 5573, + "sup_loss": 0.7316147026276467 + }, + { + "train_step": 5574, + "sup_loss": 0.7188000216764558 + }, + { + "train_step": 5575, + "sup_loss": 0.7075914479005959 + }, + { + "train_step": 5576, + "sup_loss": 0.8167898022155191 + }, + { + "train_step": 5577, + "sup_loss": 0.4907022301837467 + }, + { + "train_step": 5578, + "sup_loss": 0.62251486518559 + }, + { + "train_step": 5579, + "sup_loss": 0.5169501562545451 + }, + { + "train_step": 5580, + "sup_loss": 0.6089367113627344 + }, + { + "train_step": 5581, + "sup_loss": 0.5033772635619139 + }, + { + "train_step": 5582, + "sup_loss": 0.6546918555008832 + }, + { + "train_step": 5583, + "sup_loss": 0.5867224731187735 + }, + { + "train_step": 5584, + "sup_loss": 0.41526593378782883 + }, + { + "train_step": 5585, + "sup_loss": 0.5294088456840884 + }, + { + "train_step": 5586, + "sup_loss": 0.6445517122277873 + }, + { + "train_step": 5587, + "sup_loss": 0.6570369038381442 + }, + { + "train_step": 5588, + "sup_loss": 0.8189152128532897 + }, + { + "train_step": 5589, + "sup_loss": 0.7816647484257198 + }, + { + "train_step": 5590, + "sup_loss": 0.6673606603708212 + }, + { + "train_step": 5591, + "sup_loss": 0.5576887084601727 + }, + { + "train_step": 5592, + "sup_loss": 0.6171496666507575 + }, + { + "train_step": 5593, + "sup_loss": 0.6251364254126941 + }, + { + "train_step": 5594, + "sup_loss": 0.556871822887367 + }, + { + "train_step": 5595, + "sup_loss": 0.6531941505629286 + }, + { + "train_step": 5596, + "sup_loss": 0.6453364359598379 + }, + { + "train_step": 5597, + "sup_loss": 0.5317991752773573 + }, + { + "train_step": 5598, + "sup_loss": 0.5803511048968182 + }, + { + "train_step": 5599, + "sup_loss": 0.6459267279718772 + }, + { + "train_step": 5600, + "sup_loss": 0.6409378939246755 + }, + { + "train_step": 5601, + "sup_loss": 0.5874513810859175 + }, + { + "train_step": 5602, + "sup_loss": 0.6376828220564668 + }, + { + "train_step": 5603, + "sup_loss": 0.7791938604502131 + }, + { + "train_step": 5604, + "sup_loss": 0.3561160838079242 + }, + { + "train_step": 5605, + "sup_loss": 0.6057642555939979 + }, + { + "train_step": 5606, + "sup_loss": 0.6933546630953688 + }, + { + "train_step": 5607, + "sup_loss": 0.6492062504189611 + }, + { + "train_step": 5608, + "sup_loss": 0.5935148859668672 + }, + { + "train_step": 5609, + "sup_loss": 0.5995995948109814 + }, + { + "train_step": 5610, + "sup_loss": 0.5071976174603035 + }, + { + "train_step": 5611, + "sup_loss": 0.6028671885218174 + }, + { + "train_step": 5612, + "sup_loss": 0.4726117566718613 + }, + { + "train_step": 5613, + "sup_loss": 0.3246164469691677 + }, + { + "train_step": 5614, + "sup_loss": 0.7115110420482148 + }, + { + "train_step": 5615, + "sup_loss": 0.6430296775249249 + }, + { + "train_step": 5616, + "sup_loss": 0.5483427323428808 + }, + { + "train_step": 5617, + "sup_loss": 0.5805966282054233 + }, + { + "train_step": 5618, + "sup_loss": 0.41286046878115545 + }, + { + "train_step": 5619, + "sup_loss": 0.5393476086781603 + }, + { + "train_step": 5620, + "sup_loss": 0.6568761693215588 + }, + { + "train_step": 5621, + "sup_loss": 0.557811649662285 + }, + { + "train_step": 5622, + "sup_loss": 0.6603636255950807 + }, + { + "train_step": 5623, + "sup_loss": 0.7744949604603549 + }, + { + "train_step": 5624, + "sup_loss": 0.5615758819906156 + }, + { + "train_step": 5625, + "sup_loss": 0.5439067032254521 + }, + { + "train_step": 5626, + "sup_loss": 0.6569832721682862 + }, + { + "train_step": 5627, + "sup_loss": 0.6201881740679022 + }, + { + "train_step": 5628, + "sup_loss": 0.8406013890393702 + }, + { + "train_step": 5629, + "sup_loss": 0.5282885795149556 + }, + { + "train_step": 5630, + "sup_loss": 0.6929078203761727 + }, + { + "train_step": 5631, + "sup_loss": 0.6246446663886115 + }, + { + "train_step": 5632, + "sup_loss": 0.5974626971166008 + }, + { + "train_step": 5633, + "sup_loss": 0.7275787246253914 + }, + { + "train_step": 5634, + "sup_loss": 0.5162483513921523 + }, + { + "train_step": 5635, + "sup_loss": 0.7019723932882943 + }, + { + "train_step": 5636, + "sup_loss": 0.7616769575187412 + }, + { + "train_step": 5637, + "sup_loss": 0.5918413295336454 + }, + { + "train_step": 5638, + "sup_loss": 0.6192347460117621 + }, + { + "train_step": 5639, + "sup_loss": 0.5656947171315688 + }, + { + "train_step": 5640, + "sup_loss": 0.5792299742327996 + }, + { + "train_step": 5641, + "sup_loss": 0.6664981718733451 + }, + { + "train_step": 5642, + "sup_loss": 0.8239832366427672 + }, + { + "train_step": 5643, + "sup_loss": 0.5824084157840088 + }, + { + "train_step": 5644, + "sup_loss": 0.6705513285665423 + }, + { + "train_step": 5645, + "sup_loss": 0.7896120344383794 + }, + { + "train_step": 5646, + "sup_loss": 0.7859410832199712 + }, + { + "train_step": 5647, + "sup_loss": 0.7616089646949683 + }, + { + "train_step": 5648, + "sup_loss": 0.5778564491620722 + }, + { + "train_step": 5649, + "sup_loss": 0.7305972394252992 + }, + { + "train_step": 5650, + "sup_loss": 0.7926536867188674 + }, + { + "train_step": 5651, + "sup_loss": 0.46253265226373846 + }, + { + "train_step": 5652, + "sup_loss": 0.7601714534380773 + }, + { + "train_step": 5653, + "sup_loss": 0.5748224769352442 + }, + { + "train_step": 5654, + "sup_loss": 0.6694288654043428 + }, + { + "train_step": 5655, + "sup_loss": 0.5908546953335997 + }, + { + "train_step": 5656, + "sup_loss": 0.4722824867789795 + }, + { + "train_step": 5657, + "sup_loss": 0.6358649639456682 + }, + { + "train_step": 5658, + "sup_loss": 0.5924258834528083 + }, + { + "train_step": 5659, + "sup_loss": 0.4940112037480663 + }, + { + "train_step": 5660, + "sup_loss": 0.6484860820055424 + }, + { + "train_step": 5661, + "sup_loss": 0.6391100784199939 + }, + { + "train_step": 5662, + "sup_loss": 0.6013015004112379 + }, + { + "train_step": 5663, + "sup_loss": 0.7040260669499161 + }, + { + "train_step": 5664, + "sup_loss": 0.6038395428009345 + }, + { + "train_step": 5665, + "sup_loss": 0.730802465107301 + }, + { + "train_step": 5666, + "sup_loss": 0.7379855805608571 + }, + { + "train_step": 5667, + "sup_loss": 0.7182817296619753 + }, + { + "train_step": 5668, + "sup_loss": 0.6207279250480795 + }, + { + "train_step": 5669, + "sup_loss": 0.5395527226115544 + }, + { + "train_step": 5670, + "sup_loss": 0.38276933213374376 + }, + { + "train_step": 5671, + "sup_loss": 0.43630005518908166 + }, + { + "train_step": 5672, + "sup_loss": 0.5170969711763713 + }, + { + "train_step": 5673, + "sup_loss": 0.5142581800224002 + }, + { + "train_step": 5674, + "sup_loss": 0.6084446806489728 + }, + { + "train_step": 5675, + "sup_loss": 0.5677980369202059 + }, + { + "train_step": 5676, + "sup_loss": 0.6095732640027707 + }, + { + "train_step": 5677, + "sup_loss": 0.556399718889942 + }, + { + "train_step": 5678, + "sup_loss": 0.5833641682885972 + }, + { + "train_step": 5679, + "sup_loss": 0.5339698012468583 + }, + { + "train_step": 5680, + "sup_loss": 0.4379809914972307 + }, + { + "train_step": 5681, + "sup_loss": 0.5194987837166699 + }, + { + "train_step": 5682, + "sup_loss": 0.6246854519800606 + }, + { + "train_step": 5683, + "sup_loss": 0.7538509515064363 + }, + { + "train_step": 5684, + "sup_loss": 0.38539200591322326 + }, + { + "train_step": 5685, + "sup_loss": 0.654384943843727 + }, + { + "train_step": 5686, + "sup_loss": 0.5954111357850131 + }, + { + "train_step": 5687, + "sup_loss": 0.7295193817626124 + }, + { + "train_step": 5688, + "sup_loss": 0.6750677120277999 + }, + { + "train_step": 5689, + "sup_loss": 0.5672529119908306 + }, + { + "train_step": 5690, + "sup_loss": 0.5873370344874588 + }, + { + "train_step": 5691, + "sup_loss": 0.5977519783267927 + }, + { + "train_step": 5692, + "sup_loss": 0.4263216804240498 + }, + { + "train_step": 5693, + "sup_loss": 0.5121076386196635 + }, + { + "train_step": 5694, + "sup_loss": 0.7292148224977925 + }, + { + "train_step": 5695, + "sup_loss": 0.7286812413859329 + }, + { + "train_step": 5696, + "sup_loss": 0.6279359515725548 + }, + { + "train_step": 5697, + "sup_loss": 0.6339831300309847 + }, + { + "train_step": 5698, + "sup_loss": 0.7107967406150595 + }, + { + "train_step": 5699, + "sup_loss": 0.6413839366921044 + }, + { + "train_step": 5700, + "sup_loss": 0.467357834653953 + }, + { + "train_step": 5701, + "sup_loss": 0.5837779211313587 + }, + { + "train_step": 5702, + "sup_loss": 0.42779140303102725 + }, + { + "train_step": 5703, + "sup_loss": 0.6268938602299248 + }, + { + "train_step": 5704, + "sup_loss": 0.7703056275602695 + }, + { + "train_step": 5705, + "sup_loss": 0.5956448218655069 + }, + { + "train_step": 5706, + "sup_loss": 0.5621583554277437 + }, + { + "train_step": 5707, + "sup_loss": 0.5707239778444004 + }, + { + "train_step": 5708, + "sup_loss": 0.6123982740853064 + }, + { + "train_step": 5709, + "sup_loss": 0.7622036585343918 + }, + { + "train_step": 5710, + "sup_loss": 0.5450733646218382 + }, + { + "train_step": 5711, + "sup_loss": 0.6463912122974916 + }, + { + "train_step": 5712, + "sup_loss": 0.673711238157308 + }, + { + "train_step": 5713, + "sup_loss": 0.5622296944370494 + }, + { + "train_step": 5714, + "sup_loss": 0.7260950865704633 + }, + { + "train_step": 5715, + "sup_loss": 0.7686876325282651 + }, + { + "train_step": 5716, + "sup_loss": 0.7484317335456712 + }, + { + "train_step": 5717, + "sup_loss": 0.5660919993414912 + }, + { + "train_step": 5718, + "sup_loss": 0.4485600916247891 + }, + { + "train_step": 5719, + "sup_loss": 0.8741461016581388 + }, + { + "train_step": 5720, + "sup_loss": 0.5214692236925094 + }, + { + "train_step": 5721, + "sup_loss": 0.6200753053555514 + }, + { + "train_step": 5722, + "sup_loss": 0.598752544788007 + }, + { + "train_step": 5723, + "sup_loss": 0.6812535917448078 + }, + { + "train_step": 5724, + "sup_loss": 0.69953685867535 + }, + { + "train_step": 5725, + "sup_loss": 0.39936132200818714 + }, + { + "train_step": 5726, + "sup_loss": 0.4267777110025779 + }, + { + "train_step": 5727, + "sup_loss": 0.3607783357904907 + }, + { + "train_step": 5728, + "sup_loss": 0.5040960153352799 + }, + { + "train_step": 5729, + "sup_loss": 0.5329255890027127 + }, + { + "train_step": 5730, + "sup_loss": 0.5107478141201574 + }, + { + "train_step": 5731, + "sup_loss": 0.510732050698577 + }, + { + "train_step": 5732, + "sup_loss": 0.484594807667766 + }, + { + "train_step": 5733, + "sup_loss": 0.7360562542287059 + }, + { + "train_step": 5734, + "sup_loss": 0.7318115207090821 + }, + { + "train_step": 5735, + "sup_loss": 0.485419164260456 + }, + { + "train_step": 5736, + "sup_loss": 0.5768909702069563 + }, + { + "train_step": 5737, + "sup_loss": 0.6111106962733744 + }, + { + "train_step": 5738, + "sup_loss": 0.4177031682043539 + }, + { + "train_step": 5739, + "sup_loss": 0.6101304100674608 + }, + { + "train_step": 5740, + "sup_loss": 0.5168325870713301 + }, + { + "train_step": 5741, + "sup_loss": 0.54235561871685 + }, + { + "train_step": 5742, + "sup_loss": 0.49074307914518034 + }, + { + "train_step": 5743, + "sup_loss": 0.6020251838035062 + }, + { + "train_step": 5744, + "sup_loss": 0.3633545647637203 + }, + { + "train_step": 5745, + "sup_loss": 0.6127902455361665 + }, + { + "train_step": 5746, + "sup_loss": 0.6095645831561515 + }, + { + "train_step": 5747, + "sup_loss": 0.596742249483295 + }, + { + "train_step": 5748, + "sup_loss": 0.5414641600710522 + }, + { + "train_step": 5749, + "sup_loss": 0.7869364472961212 + }, + { + "train_step": 5750, + "sup_loss": 0.5529595448863696 + }, + { + "train_step": 5751, + "sup_loss": 0.5565644755716816 + }, + { + "train_step": 5752, + "sup_loss": 0.7362817883010813 + }, + { + "train_step": 5753, + "sup_loss": 0.4963573386185562 + }, + { + "train_step": 5754, + "sup_loss": 0.6079590637114208 + }, + { + "train_step": 5755, + "sup_loss": 0.3116405123057553 + }, + { + "train_step": 5756, + "sup_loss": 0.6653882098562426 + }, + { + "train_step": 5757, + "sup_loss": 0.7300298375913467 + }, + { + "train_step": 5758, + "sup_loss": 0.5614187437497173 + }, + { + "train_step": 5759, + "sup_loss": 0.6867413791983581 + }, + { + "train_step": 5760, + "sup_loss": 0.6112935327319922 + }, + { + "train_step": 5761, + "sup_loss": 0.5824486371511736 + }, + { + "train_step": 5762, + "sup_loss": 0.527437645928537 + }, + { + "train_step": 5763, + "sup_loss": 0.43438275922224856 + }, + { + "train_step": 5764, + "sup_loss": 0.40014532451526835 + }, + { + "train_step": 5765, + "sup_loss": 0.8124350982034572 + }, + { + "train_step": 5766, + "sup_loss": 0.5287514097254034 + }, + { + "train_step": 5767, + "sup_loss": 0.4334788046987014 + }, + { + "train_step": 5768, + "sup_loss": 0.37302746959833855 + }, + { + "train_step": 5769, + "sup_loss": 0.5273020781549965 + }, + { + "train_step": 5770, + "sup_loss": 0.6024337389002813 + }, + { + "train_step": 5771, + "sup_loss": 0.4832828863645095 + }, + { + "train_step": 5772, + "sup_loss": 0.8075717346948894 + }, + { + "train_step": 5773, + "sup_loss": 0.5658243744523488 + }, + { + "train_step": 5774, + "sup_loss": 0.6423209929228743 + }, + { + "train_step": 5775, + "sup_loss": 0.679657622883627 + }, + { + "train_step": 5776, + "sup_loss": 0.4291527104126718 + }, + { + "train_step": 5777, + "sup_loss": 0.7819223554173147 + }, + { + "train_step": 5778, + "sup_loss": 0.5481620536974658 + }, + { + "train_step": 5779, + "sup_loss": 0.7047742755274844 + }, + { + "train_step": 5780, + "sup_loss": 0.6982757646592277 + }, + { + "train_step": 5781, + "sup_loss": 0.6825274443507592 + }, + { + "train_step": 5782, + "sup_loss": 0.5168821858541611 + }, + { + "train_step": 5783, + "sup_loss": 0.7116316781223665 + }, + { + "train_step": 5784, + "sup_loss": 0.5227659211535116 + }, + { + "train_step": 5785, + "sup_loss": 0.5100964357802651 + }, + { + "train_step": 5786, + "sup_loss": 0.6314014123604734 + }, + { + "train_step": 5787, + "sup_loss": 0.5070901050156843 + }, + { + "train_step": 5788, + "sup_loss": 0.7131739755738749 + }, + { + "train_step": 5789, + "sup_loss": 0.697985120278901 + }, + { + "train_step": 5790, + "sup_loss": 0.8080740614933236 + }, + { + "train_step": 5791, + "sup_loss": 0.5600178049818951 + }, + { + "train_step": 5792, + "sup_loss": 0.6592373610137877 + }, + { + "train_step": 5793, + "sup_loss": 0.5851759323735654 + }, + { + "train_step": 5794, + "sup_loss": 0.6908101143417282 + }, + { + "train_step": 5795, + "sup_loss": 0.4545804502046616 + }, + { + "train_step": 5796, + "sup_loss": 0.6877819642192559 + }, + { + "train_step": 5797, + "sup_loss": 0.653735456037863 + }, + { + "train_step": 5798, + "sup_loss": 0.627317499476107 + }, + { + "train_step": 5799, + "sup_loss": 0.6527102316159141 + }, + { + "train_step": 5800, + "sup_loss": 0.6468622120805348 + }, + { + "train_step": 5801, + "sup_loss": 0.7436312870606665 + }, + { + "train_step": 5802, + "sup_loss": 0.6172333584237707 + }, + { + "train_step": 5803, + "sup_loss": 0.7790741149409673 + }, + { + "train_step": 5804, + "sup_loss": 0.6190729564887194 + }, + { + "train_step": 5805, + "sup_loss": 0.4535222823005869 + }, + { + "train_step": 5806, + "sup_loss": 0.5471340502949866 + }, + { + "train_step": 5807, + "sup_loss": 0.729765043446297 + }, + { + "train_step": 5808, + "sup_loss": 0.6662546176049955 + }, + { + "train_step": 5809, + "sup_loss": 0.8308350437472946 + }, + { + "train_step": 5810, + "sup_loss": 0.44228092885051756 + }, + { + "train_step": 5811, + "sup_loss": 0.5300184759439868 + }, + { + "train_step": 5812, + "sup_loss": 0.450602667733283 + }, + { + "train_step": 5813, + "sup_loss": 0.4207524087310183 + }, + { + "train_step": 5814, + "sup_loss": 0.5240028671298316 + }, + { + "train_step": 5815, + "sup_loss": 0.6588966032807891 + }, + { + "train_step": 5816, + "sup_loss": 0.5322377810418462 + }, + { + "train_step": 5817, + "sup_loss": 0.6965857563647103 + }, + { + "train_step": 5818, + "sup_loss": 0.5749159891229363 + }, + { + "train_step": 5819, + "sup_loss": 0.5544567266789662 + }, + { + "train_step": 5820, + "sup_loss": 0.6599338155749587 + }, + { + "train_step": 5821, + "sup_loss": 0.3553244535413005 + }, + { + "train_step": 5822, + "sup_loss": 0.6488795474907141 + }, + { + "train_step": 5823, + "sup_loss": 0.3684421109024613 + }, + { + "train_step": 5824, + "sup_loss": 0.425710813154726 + }, + { + "train_step": 5825, + "sup_loss": 0.33629691347625473 + }, + { + "train_step": 5826, + "sup_loss": 0.30462867158626705 + }, + { + "train_step": 5827, + "sup_loss": 0.5708789198281563 + }, + { + "train_step": 5828, + "sup_loss": 0.8503104236450583 + }, + { + "train_step": 5829, + "sup_loss": 0.42969627591875703 + }, + { + "train_step": 5830, + "sup_loss": 0.6600511274312537 + }, + { + "train_step": 5831, + "sup_loss": 0.5752534614473759 + }, + { + "train_step": 5832, + "sup_loss": 0.5036138750310213 + }, + { + "train_step": 5833, + "sup_loss": 0.6034022967772296 + }, + { + "train_step": 5834, + "sup_loss": 0.7342479648870169 + }, + { + "train_step": 5835, + "sup_loss": 0.5879497767621187 + }, + { + "train_step": 5836, + "sup_loss": 0.56041032984985 + }, + { + "train_step": 5837, + "sup_loss": 0.6673691463974536 + }, + { + "train_step": 5838, + "sup_loss": 0.44568180359379145 + }, + { + "train_step": 5839, + "sup_loss": 0.5367776466781866 + }, + { + "train_step": 5840, + "sup_loss": 0.5110562780802975 + }, + { + "train_step": 5841, + "sup_loss": 0.6736567121930856 + }, + { + "train_step": 5842, + "sup_loss": 0.3795455555094429 + }, + { + "train_step": 5843, + "sup_loss": 0.5826356198573126 + }, + { + "train_step": 5844, + "sup_loss": 0.7075960922557559 + }, + { + "train_step": 5845, + "sup_loss": 0.7203721637622007 + }, + { + "train_step": 5846, + "sup_loss": 0.6004094765608877 + }, + { + "train_step": 5847, + "sup_loss": 0.6115684588525395 + }, + { + "train_step": 5848, + "sup_loss": 0.7879945201737153 + }, + { + "train_step": 5849, + "sup_loss": 0.7268337112858053 + }, + { + "train_step": 5850, + "sup_loss": 0.5860900451151014 + }, + { + "train_step": 5851, + "sup_loss": 0.32185061129449827 + }, + { + "train_step": 5852, + "sup_loss": 0.6352411664953935 + }, + { + "train_step": 5853, + "sup_loss": 0.6933568196694117 + }, + { + "train_step": 5854, + "sup_loss": 0.6584371595561359 + }, + { + "train_step": 5855, + "sup_loss": 0.6783179137183168 + }, + { + "train_step": 5856, + "sup_loss": 0.6488814912377132 + }, + { + "train_step": 5857, + "sup_loss": 0.5859823690589732 + }, + { + "train_step": 5858, + "sup_loss": 0.33002433521303254 + }, + { + "train_step": 5859, + "sup_loss": 0.7567155581785592 + }, + { + "train_step": 5860, + "sup_loss": 0.6514184158538363 + }, + { + "train_step": 5861, + "sup_loss": 0.6742428480575028 + }, + { + "train_step": 5862, + "sup_loss": 0.727941279651242 + }, + { + "train_step": 5863, + "sup_loss": 0.5236993189909382 + }, + { + "train_step": 5864, + "sup_loss": 0.2996002971149237 + }, + { + "train_step": 5865, + "sup_loss": 0.19103254312407544 + }, + { + "train_step": 5866, + "sup_loss": 0.4423433954243914 + }, + { + "train_step": 5867, + "sup_loss": 0.8548107562525576 + }, + { + "train_step": 5868, + "sup_loss": 0.5942131009341544 + }, + { + "train_step": 5869, + "sup_loss": 0.5945817517049459 + }, + { + "train_step": 5870, + "sup_loss": 0.5366532624526652 + }, + { + "train_step": 5871, + "sup_loss": 0.4628500092829634 + }, + { + "train_step": 5872, + "sup_loss": 0.516619017835876 + }, + { + "train_step": 5873, + "sup_loss": 0.5631669598930155 + }, + { + "train_step": 5874, + "sup_loss": 0.46832984149582996 + }, + { + "train_step": 5875, + "sup_loss": 0.6103388016734648 + }, + { + "train_step": 5876, + "sup_loss": 0.49980399991782093 + }, + { + "train_step": 5877, + "sup_loss": 0.4883792439889794 + }, + { + "train_step": 5878, + "sup_loss": 0.5034153587736154 + }, + { + "train_step": 5879, + "sup_loss": 0.7564588132679672 + }, + { + "train_step": 5880, + "sup_loss": 0.7260369819018068 + }, + { + "train_step": 5881, + "sup_loss": 0.7165444573345153 + }, + { + "train_step": 5882, + "sup_loss": 0.517731973272616 + }, + { + "train_step": 5883, + "sup_loss": 0.6301496682862019 + }, + { + "train_step": 5884, + "sup_loss": 0.513142314550555 + }, + { + "train_step": 5885, + "sup_loss": 0.5176685824430638 + }, + { + "train_step": 5886, + "sup_loss": 0.5802864345805794 + }, + { + "train_step": 5887, + "sup_loss": 0.43258481826387923 + }, + { + "train_step": 5888, + "sup_loss": 0.29791445211373563 + }, + { + "train_step": 5889, + "sup_loss": 0.6437354927811217 + }, + { + "train_step": 5890, + "sup_loss": 0.5733475929569285 + }, + { + "train_step": 5891, + "sup_loss": 0.5919593407126479 + }, + { + "train_step": 5892, + "sup_loss": 0.7413132650594455 + }, + { + "train_step": 5893, + "sup_loss": 0.5970213668242476 + }, + { + "train_step": 5894, + "sup_loss": 0.44587280015430647 + }, + { + "train_step": 5895, + "sup_loss": 0.31117634278255973 + }, + { + "train_step": 5896, + "sup_loss": 0.7129866106729285 + }, + { + "train_step": 5897, + "sup_loss": 0.6637759760867677 + }, + { + "train_step": 5898, + "sup_loss": 0.7079899240365194 + }, + { + "train_step": 5899, + "sup_loss": 0.3508395661727042 + }, + { + "train_step": 5900, + "sup_loss": 0.4463727184215147 + }, + { + "train_step": 5901, + "sup_loss": 0.8072810952720645 + }, + { + "train_step": 5902, + "sup_loss": 0.5913826210630094 + }, + { + "train_step": 5903, + "sup_loss": 0.58146353153591 + }, + { + "train_step": 5904, + "sup_loss": 0.6490311499339377 + }, + { + "train_step": 5905, + "sup_loss": 0.6029953842448634 + }, + { + "train_step": 5906, + "sup_loss": 0.5722157688250202 + }, + { + "train_step": 5907, + "sup_loss": 0.5331769068547915 + }, + { + "train_step": 5908, + "sup_loss": 0.7367874755525385 + }, + { + "train_step": 5909, + "sup_loss": 0.7923280282230318 + }, + { + "train_step": 5910, + "sup_loss": 0.7605778260567506 + }, + { + "train_step": 5911, + "sup_loss": 0.710967707953715 + }, + { + "train_step": 5912, + "sup_loss": 0.7133200494924169 + }, + { + "train_step": 5913, + "sup_loss": 0.6993124815778543 + }, + { + "train_step": 5914, + "sup_loss": 0.5388412392292733 + }, + { + "train_step": 5915, + "sup_loss": 0.543661213909793 + }, + { + "train_step": 5916, + "sup_loss": 0.3905346087251623 + }, + { + "train_step": 5917, + "sup_loss": 0.5260472550177684 + }, + { + "train_step": 5918, + "sup_loss": 0.6018462965407475 + }, + { + "train_step": 5919, + "sup_loss": 0.7668994948390321 + }, + { + "train_step": 5920, + "sup_loss": 0.6709356926274467 + }, + { + "train_step": 5921, + "sup_loss": 0.40120683917579436 + }, + { + "train_step": 5922, + "sup_loss": 0.7873543247002397 + }, + { + "train_step": 5923, + "sup_loss": 0.7103296869456945 + }, + { + "train_step": 5924, + "sup_loss": 0.6364218741713936 + }, + { + "train_step": 5925, + "sup_loss": 0.524265984464045 + }, + { + "train_step": 5926, + "sup_loss": 0.7140874571471787 + }, + { + "train_step": 5927, + "sup_loss": 0.6389069024872442 + }, + { + "train_step": 5928, + "sup_loss": 0.5684142443812843 + }, + { + "train_step": 5929, + "sup_loss": 0.5985831870594629 + }, + { + "train_step": 5930, + "sup_loss": 0.6375576022967379 + }, + { + "train_step": 5931, + "sup_loss": 0.2986848469542839 + }, + { + "train_step": 5932, + "sup_loss": 0.5547135176728043 + }, + { + "train_step": 5933, + "sup_loss": 0.6869323792189247 + }, + { + "train_step": 5934, + "sup_loss": 0.5341524235872525 + }, + { + "train_step": 5935, + "sup_loss": 0.5045897637245379 + }, + { + "train_step": 5936, + "sup_loss": 0.7956877290612921 + }, + { + "train_step": 5937, + "sup_loss": 0.5976800591517902 + }, + { + "train_step": 5938, + "sup_loss": 0.7997115804516394 + }, + { + "train_step": 5939, + "sup_loss": 0.4379171601525132 + }, + { + "train_step": 5940, + "sup_loss": 0.6228207889709877 + }, + { + "train_step": 5941, + "sup_loss": 0.8048128771837171 + }, + { + "train_step": 5942, + "sup_loss": 0.6968400069085752 + }, + { + "train_step": 5943, + "sup_loss": 0.5150129999930193 + }, + { + "train_step": 5944, + "sup_loss": 0.456048364727306 + }, + { + "train_step": 5945, + "sup_loss": 0.492809050884904 + }, + { + "train_step": 5946, + "sup_loss": 0.6178906792845731 + }, + { + "train_step": 5947, + "sup_loss": 0.7064980564197701 + }, + { + "train_step": 5948, + "sup_loss": 0.45093390297582886 + }, + { + "train_step": 5949, + "sup_loss": 0.6026983330179505 + }, + { + "train_step": 5950, + "sup_loss": 0.4939943378803635 + }, + { + "train_step": 5951, + "sup_loss": 0.6839617720931889 + }, + { + "train_step": 5952, + "sup_loss": 0.6774852763594489 + }, + { + "train_step": 5953, + "sup_loss": 0.5706183880577322 + }, + { + "train_step": 5954, + "sup_loss": 0.6957843253217803 + }, + { + "train_step": 5955, + "sup_loss": 0.5430498592811048 + }, + { + "train_step": 5956, + "sup_loss": 0.46896393972863465 + }, + { + "train_step": 5957, + "sup_loss": 0.6468891265234056 + }, + { + "train_step": 5958, + "sup_loss": 0.6059512543428012 + }, + { + "train_step": 5959, + "sup_loss": 0.6786338182470182 + }, + { + "train_step": 5960, + "sup_loss": 0.41975210462430806 + }, + { + "train_step": 5961, + "sup_loss": 0.7489666936965713 + }, + { + "train_step": 5962, + "sup_loss": 0.5908826717601332 + }, + { + "train_step": 5963, + "sup_loss": 0.5991230907809157 + }, + { + "train_step": 5964, + "sup_loss": 0.630000418096005 + }, + { + "train_step": 5965, + "sup_loss": 0.4847724739113489 + }, + { + "train_step": 5966, + "sup_loss": 0.6155192171555479 + }, + { + "train_step": 5967, + "sup_loss": 0.8006810032402806 + }, + { + "train_step": 5968, + "sup_loss": 0.5721399714158747 + }, + { + "train_step": 5969, + "sup_loss": 0.6148959267861633 + }, + { + "train_step": 5970, + "sup_loss": 0.6994898867262167 + }, + { + "train_step": 5971, + "sup_loss": 0.7809812751111047 + }, + { + "train_step": 5972, + "sup_loss": 0.1776140434811805 + }, + { + "train_step": 5973, + "sup_loss": 0.6501167200976002 + }, + { + "train_step": 5974, + "sup_loss": 0.6475481979315325 + }, + { + "train_step": 5975, + "sup_loss": 0.4594115412784896 + }, + { + "train_step": 5976, + "sup_loss": 0.5964985520502005 + }, + { + "train_step": 5977, + "sup_loss": 0.5102673464800491 + }, + { + "train_step": 5978, + "sup_loss": 0.6185267077333866 + }, + { + "train_step": 5979, + "sup_loss": 0.5093055298704585 + }, + { + "train_step": 5980, + "sup_loss": 0.5585143333382336 + }, + { + "train_step": 5981, + "sup_loss": 0.7183891444836616 + }, + { + "train_step": 5982, + "sup_loss": 0.83141377156497 + }, + { + "train_step": 5983, + "sup_loss": 0.5276116805736709 + }, + { + "train_step": 5984, + "sup_loss": 0.4948049753115537 + }, + { + "train_step": 5985, + "sup_loss": 0.4301897879482321 + }, + { + "train_step": 5986, + "sup_loss": 0.7744840339567435 + }, + { + "train_step": 5987, + "sup_loss": 0.6065903192939703 + }, + { + "train_step": 5988, + "sup_loss": 0.5290999756735224 + }, + { + "train_step": 5989, + "sup_loss": 0.5804229235787634 + }, + { + "train_step": 5990, + "sup_loss": 0.4249701895114284 + }, + { + "train_step": 5991, + "sup_loss": 0.5480078444256811 + }, + { + "train_step": 5992, + "sup_loss": 0.39972127948628766 + }, + { + "train_step": 5993, + "sup_loss": 0.6197020989977862 + }, + { + "train_step": 5994, + "sup_loss": 0.8589620166917469 + }, + { + "train_step": 5995, + "sup_loss": 0.5265041118075364 + }, + { + "train_step": 5996, + "sup_loss": 0.4284208654837741 + }, + { + "train_step": 5997, + "sup_loss": 0.5338189836953519 + }, + { + "train_step": 5998, + "sup_loss": 0.555630072129752 + }, + { + "train_step": 5999, + "sup_loss": 0.6645576235461039 + }, + { + "train_step": 6000, + "sup_loss": 0.5004421498664069 + }, + { + "train_step": 6001, + "sup_loss": 0.6052686547609434 + }, + { + "train_step": 6002, + "sup_loss": 0.7076446359826539 + }, + { + "train_step": 6003, + "sup_loss": 0.4425980856117997 + }, + { + "train_step": 6004, + "sup_loss": 0.7112156088233451 + }, + { + "train_step": 6005, + "sup_loss": 0.3773357549778093 + }, + { + "train_step": 6006, + "sup_loss": 0.689900077930537 + }, + { + "train_step": 6007, + "sup_loss": 0.6646246601574249 + }, + { + "train_step": 6008, + "sup_loss": 0.7187119332412644 + }, + { + "train_step": 6009, + "sup_loss": 0.6542830172672313 + }, + { + "train_step": 6010, + "sup_loss": 0.7462009708149279 + }, + { + "train_step": 6011, + "sup_loss": 0.6233357895587198 + }, + { + "train_step": 6012, + "sup_loss": 0.6518748136416684 + }, + { + "train_step": 6013, + "sup_loss": 0.6052463021093937 + }, + { + "train_step": 6014, + "sup_loss": 0.6626676253578236 + }, + { + "train_step": 6015, + "sup_loss": 0.6935182765758845 + }, + { + "train_step": 6016, + "sup_loss": 0.3992240989903676 + }, + { + "train_step": 6017, + "sup_loss": 0.47342420444731637 + }, + { + "train_step": 6018, + "sup_loss": 0.6435817521363488 + }, + { + "train_step": 6019, + "sup_loss": 0.4844129487468858 + }, + { + "train_step": 6020, + "sup_loss": 0.4231625581459873 + }, + { + "train_step": 6021, + "sup_loss": 0.6243267785964642 + }, + { + "train_step": 6022, + "sup_loss": 0.5250504298415253 + }, + { + "train_step": 6023, + "sup_loss": 0.43200220214905916 + }, + { + "train_step": 6024, + "sup_loss": 0.4485620521204632 + }, + { + "train_step": 6025, + "sup_loss": 0.58760756134181 + }, + { + "train_step": 6026, + "sup_loss": 0.5513504001038888 + }, + { + "train_step": 6027, + "sup_loss": 0.6838235543975324 + }, + { + "train_step": 6028, + "sup_loss": 0.5063590639891881 + }, + { + "train_step": 6029, + "sup_loss": 0.7440219871895991 + }, + { + "train_step": 6030, + "sup_loss": 0.6304249197266454 + }, + { + "train_step": 6031, + "sup_loss": 0.5491490623413742 + }, + { + "train_step": 6032, + "sup_loss": 0.4689154461683896 + }, + { + "train_step": 6033, + "sup_loss": 0.3867664952835219 + }, + { + "train_step": 6034, + "sup_loss": 0.6140360090292987 + }, + { + "train_step": 6035, + "sup_loss": 0.5865912955625626 + }, + { + "train_step": 6036, + "sup_loss": 0.384267882270404 + }, + { + "train_step": 6037, + "sup_loss": 0.5517341055053893 + }, + { + "train_step": 6038, + "sup_loss": 0.43105790672307176 + }, + { + "train_step": 6039, + "sup_loss": 0.40805164808232075 + }, + { + "train_step": 6040, + "sup_loss": 0.5088573632830723 + }, + { + "train_step": 6041, + "sup_loss": 0.43141370402430795 + }, + { + "train_step": 6042, + "sup_loss": 0.377584321602383 + }, + { + "train_step": 6043, + "sup_loss": 0.47756189969985224 + }, + { + "train_step": 6044, + "sup_loss": 0.7336761114826212 + }, + { + "train_step": 6045, + "sup_loss": 0.4885699341053411 + }, + { + "train_step": 6046, + "sup_loss": 0.40855349274742275 + }, + { + "train_step": 6047, + "sup_loss": 0.45664156146982765 + }, + { + "train_step": 6048, + "sup_loss": 0.5081956669800944 + }, + { + "train_step": 6049, + "sup_loss": 0.6374092677617323 + }, + { + "train_step": 6050, + "sup_loss": 0.41437239547824 + }, + { + "train_step": 6051, + "sup_loss": 0.375324620923737 + }, + { + "train_step": 6052, + "sup_loss": 0.546684049778705 + }, + { + "train_step": 6053, + "sup_loss": 0.4231237434400611 + }, + { + "train_step": 6054, + "sup_loss": 0.6591413607163398 + }, + { + "train_step": 6055, + "sup_loss": 0.7119694276055168 + }, + { + "train_step": 6056, + "sup_loss": 0.4427925375931216 + }, + { + "train_step": 6057, + "sup_loss": 0.7053480273675525 + }, + { + "train_step": 6058, + "sup_loss": 0.7419537186620688 + }, + { + "train_step": 6059, + "sup_loss": 0.7496217716937981 + }, + { + "train_step": 6060, + "sup_loss": 0.5988541147167536 + }, + { + "train_step": 6061, + "sup_loss": 0.6401515213065856 + }, + { + "train_step": 6062, + "sup_loss": 0.6435473303610268 + }, + { + "train_step": 6063, + "sup_loss": 0.5619559436944498 + }, + { + "train_step": 6064, + "sup_loss": 0.6671805846260483 + }, + { + "train_step": 6065, + "sup_loss": 0.6626494306513027 + }, + { + "train_step": 6066, + "sup_loss": 1.227781176241512 + }, + { + "train_step": 6067, + "sup_loss": 0.7549560338843855 + }, + { + "train_step": 6068, + "sup_loss": 0.6072380416378861 + }, + { + "train_step": 6069, + "sup_loss": 0.39352956769346226 + }, + { + "train_step": 6070, + "sup_loss": 0.5884373620058825 + }, + { + "train_step": 6071, + "sup_loss": 0.7889726052448164 + }, + { + "train_step": 6072, + "sup_loss": 0.2774184155253956 + }, + { + "train_step": 6073, + "sup_loss": 0.5506211043929926 + }, + { + "train_step": 6074, + "sup_loss": 0.4338963189478362 + }, + { + "train_step": 6075, + "sup_loss": 0.7774001165424529 + }, + { + "train_step": 6076, + "sup_loss": 0.4382951484068273 + }, + { + "train_step": 6077, + "sup_loss": 0.7648378863157831 + }, + { + "train_step": 6078, + "sup_loss": 0.7443868169678517 + }, + { + "train_step": 6079, + "sup_loss": 0.7843275379175664 + }, + { + "train_step": 6080, + "sup_loss": 0.6729788288733123 + }, + { + "train_step": 6081, + "sup_loss": 0.571374523948148 + }, + { + "train_step": 6082, + "sup_loss": 0.4457925499804351 + }, + { + "train_step": 6083, + "sup_loss": 0.7278453581375067 + }, + { + "train_step": 6084, + "sup_loss": 0.5847817986880567 + }, + { + "train_step": 6085, + "sup_loss": 0.6560320948418483 + }, + { + "train_step": 6086, + "sup_loss": 0.34046316612255767 + }, + { + "train_step": 6087, + "sup_loss": 0.46086350926909 + }, + { + "train_step": 6088, + "sup_loss": 0.5704695957101913 + }, + { + "train_step": 6089, + "sup_loss": 0.49215449893218505 + }, + { + "train_step": 6090, + "sup_loss": 0.6566105145099487 + }, + { + "train_step": 6091, + "sup_loss": 0.47247707440417647 + }, + { + "train_step": 6092, + "sup_loss": 0.6110336286236402 + }, + { + "train_step": 6093, + "sup_loss": 0.3583856091673387 + }, + { + "train_step": 6094, + "sup_loss": 0.713583501957111 + }, + { + "train_step": 6095, + "sup_loss": 0.7481331661863437 + }, + { + "train_step": 6096, + "sup_loss": 0.6830127847603735 + }, + { + "train_step": 6097, + "sup_loss": 0.43540741957058676 + }, + { + "train_step": 6098, + "sup_loss": 0.8410726505879912 + }, + { + "train_step": 6099, + "sup_loss": 0.6738780926658227 + }, + { + "train_step": 6100, + "sup_loss": 0.47876432334495755 + }, + { + "train_step": 6101, + "sup_loss": 0.427787562487638 + }, + { + "train_step": 6102, + "sup_loss": 0.6232743272444639 + }, + { + "train_step": 6103, + "sup_loss": 0.6208296243530161 + }, + { + "train_step": 6104, + "sup_loss": 0.530432950842736 + }, + { + "train_step": 6105, + "sup_loss": 0.6409128603749412 + }, + { + "train_step": 6106, + "sup_loss": 0.4979522526434234 + }, + { + "train_step": 6107, + "sup_loss": 0.545667301137337 + }, + { + "train_step": 6108, + "sup_loss": 0.7208259413799405 + }, + { + "train_step": 6109, + "sup_loss": 0.595815083217373 + }, + { + "train_step": 6110, + "sup_loss": 0.5632185803203975 + }, + { + "train_step": 6111, + "sup_loss": 0.5430611010297689 + }, + { + "train_step": 6112, + "sup_loss": 0.5906873977902283 + }, + { + "train_step": 6113, + "sup_loss": 0.5288042050218873 + }, + { + "train_step": 6114, + "sup_loss": 0.5867915362358663 + }, + { + "train_step": 6115, + "sup_loss": 0.5549931138183329 + }, + { + "train_step": 6116, + "sup_loss": 0.5699453118206034 + }, + { + "train_step": 6117, + "sup_loss": 0.48407358032285586 + }, + { + "train_step": 6118, + "sup_loss": 0.5666245094248602 + }, + { + "train_step": 6119, + "sup_loss": 0.7593556859245486 + }, + { + "train_step": 6120, + "sup_loss": 0.5913179952173778 + }, + { + "train_step": 6121, + "sup_loss": 0.578308413373274 + }, + { + "train_step": 6122, + "sup_loss": 0.5649109216153952 + }, + { + "train_step": 6123, + "sup_loss": 0.4179117662702739 + }, + { + "train_step": 6124, + "sup_loss": 0.5291006567126889 + }, + { + "train_step": 6125, + "sup_loss": 0.3392735044687486 + }, + { + "train_step": 6126, + "sup_loss": 0.6181261225425931 + }, + { + "train_step": 6127, + "sup_loss": 0.6444014673550251 + }, + { + "train_step": 6128, + "sup_loss": 0.6450513698805465 + }, + { + "train_step": 6129, + "sup_loss": 0.6714391222961362 + }, + { + "train_step": 6130, + "sup_loss": 0.569778354213909 + }, + { + "train_step": 6131, + "sup_loss": 0.5328823965615216 + }, + { + "train_step": 6132, + "sup_loss": 0.3817628062830112 + }, + { + "train_step": 6133, + "sup_loss": 0.3998370330921584 + }, + { + "train_step": 6134, + "sup_loss": 0.5098931026773649 + }, + { + "train_step": 6135, + "sup_loss": 0.5915327577287065 + }, + { + "train_step": 6136, + "sup_loss": 0.59723649224752 + }, + { + "train_step": 6137, + "sup_loss": 0.4762081850768238 + }, + { + "train_step": 6138, + "sup_loss": 0.3368715048953921 + }, + { + "train_step": 6139, + "sup_loss": 0.6467628435528614 + }, + { + "train_step": 6140, + "sup_loss": 0.6470389603624169 + }, + { + "train_step": 6141, + "sup_loss": 0.5269563680626431 + }, + { + "train_step": 6142, + "sup_loss": 0.5046863533158762 + }, + { + "train_step": 6143, + "sup_loss": 0.5660991527896281 + }, + { + "train_step": 6144, + "sup_loss": 0.7510887511762112 + }, + { + "train_step": 6145, + "sup_loss": 0.5750148172320239 + }, + { + "train_step": 6146, + "sup_loss": 0.7299493469759317 + }, + { + "train_step": 6147, + "sup_loss": 0.43538908657920333 + }, + { + "train_step": 6148, + "sup_loss": 0.6978884406758881 + }, + { + "train_step": 6149, + "sup_loss": 0.4850416337411866 + }, + { + "train_step": 6150, + "sup_loss": 0.46423974147013336 + }, + { + "train_step": 6151, + "sup_loss": 0.31679910887251433 + }, + { + "train_step": 6152, + "sup_loss": 0.6979041414962931 + }, + { + "train_step": 6153, + "sup_loss": 0.7028703826153124 + }, + { + "train_step": 6154, + "sup_loss": 0.5386310362787439 + }, + { + "train_step": 6155, + "sup_loss": 0.6385292379252266 + }, + { + "train_step": 6156, + "sup_loss": 0.5922691298144642 + }, + { + "train_step": 6157, + "sup_loss": 0.44912288265904793 + }, + { + "train_step": 6158, + "sup_loss": 0.6366898353000165 + }, + { + "train_step": 6159, + "sup_loss": 0.6506888963503631 + }, + { + "train_step": 6160, + "sup_loss": 0.6773956650312509 + }, + { + "train_step": 6161, + "sup_loss": 0.36896539530110295 + }, + { + "train_step": 6162, + "sup_loss": 0.5574247025186421 + }, + { + "train_step": 6163, + "sup_loss": 0.6248692171536497 + }, + { + "train_step": 6164, + "sup_loss": 0.5545868580311997 + }, + { + "train_step": 6165, + "sup_loss": 0.6745622534355843 + }, + { + "train_step": 6166, + "sup_loss": 0.5767935894097178 + }, + { + "train_step": 6167, + "sup_loss": 0.6548488838703588 + }, + { + "train_step": 6168, + "sup_loss": 0.47734592103769047 + }, + { + "train_step": 6169, + "sup_loss": 0.7045851498757598 + }, + { + "train_step": 6170, + "sup_loss": 0.6862568809104875 + }, + { + "train_step": 6171, + "sup_loss": 0.7944533901398868 + }, + { + "train_step": 6172, + "sup_loss": 0.5872465554215229 + }, + { + "train_step": 6173, + "sup_loss": 0.5362146076779751 + }, + { + "train_step": 6174, + "sup_loss": 0.6340746600202729 + }, + { + "train_step": 6175, + "sup_loss": 0.8251563378402456 + }, + { + "train_step": 6176, + "sup_loss": 0.553976704753379 + }, + { + "train_step": 6177, + "sup_loss": 0.6962368662872419 + }, + { + "train_step": 6178, + "sup_loss": 0.6169033125840379 + }, + { + "train_step": 6179, + "sup_loss": 0.5145924282804187 + }, + { + "train_step": 6180, + "sup_loss": 0.6448726672530714 + }, + { + "train_step": 6181, + "sup_loss": 0.743243056163351 + }, + { + "train_step": 6182, + "sup_loss": 0.6477272831382904 + }, + { + "train_step": 6183, + "sup_loss": 0.5529397166606308 + }, + { + "train_step": 6184, + "sup_loss": 0.6447747038361806 + }, + { + "train_step": 6185, + "sup_loss": 0.5426996335892735 + }, + { + "train_step": 6186, + "sup_loss": 0.4378898237198179 + }, + { + "train_step": 6187, + "sup_loss": 0.6994372712011744 + }, + { + "train_step": 6188, + "sup_loss": 0.69985002262071 + }, + { + "train_step": 6189, + "sup_loss": 0.692572925417108 + }, + { + "train_step": 6190, + "sup_loss": 0.34758519530563475 + }, + { + "train_step": 6191, + "sup_loss": 0.6069024578274403 + }, + { + "train_step": 6192, + "sup_loss": 0.6008827817538096 + }, + { + "train_step": 6193, + "sup_loss": 0.5624296457650451 + }, + { + "train_step": 6194, + "sup_loss": 0.4972430031437095 + }, + { + "train_step": 6195, + "sup_loss": 0.29491417845004003 + }, + { + "train_step": 6196, + "sup_loss": 0.5304296994592645 + }, + { + "train_step": 6197, + "sup_loss": 0.3860917222747065 + }, + { + "train_step": 6198, + "sup_loss": 0.6611321188702363 + }, + { + "train_step": 6199, + "sup_loss": 0.7927079733149562 + }, + { + "train_step": 6200, + "sup_loss": 0.5642939332006012 + }, + { + "train_step": 6201, + "sup_loss": 0.27599531338741196 + }, + { + "train_step": 6202, + "sup_loss": 0.6244149687441749 + }, + { + "train_step": 6203, + "sup_loss": 0.5869151639299216 + }, + { + "train_step": 6204, + "sup_loss": 0.5178784031812983 + }, + { + "train_step": 6205, + "sup_loss": 0.5463895257822713 + }, + { + "train_step": 6206, + "sup_loss": 0.5313751394081906 + }, + { + "train_step": 6207, + "sup_loss": 0.3758646373102696 + }, + { + "train_step": 6208, + "sup_loss": 0.7659359456216007 + }, + { + "train_step": 6209, + "sup_loss": 0.693844382817239 + }, + { + "train_step": 6210, + "sup_loss": 0.6562284501293092 + }, + { + "train_step": 6211, + "sup_loss": 0.4054744287436146 + }, + { + "train_step": 6212, + "sup_loss": 0.36931783918314753 + }, + { + "train_step": 6213, + "sup_loss": 0.6417647844816 + }, + { + "train_step": 6214, + "sup_loss": 0.5773062893657627 + }, + { + "train_step": 6215, + "sup_loss": 0.673701811154757 + }, + { + "train_step": 6216, + "sup_loss": 0.5184718664550552 + }, + { + "train_step": 6217, + "sup_loss": 0.5769269745022482 + }, + { + "train_step": 6218, + "sup_loss": 0.6427678656551973 + }, + { + "train_step": 6219, + "sup_loss": 0.6262039294097084 + }, + { + "train_step": 6220, + "sup_loss": 0.6344876979053921 + }, + { + "train_step": 6221, + "sup_loss": 0.5534750699285123 + }, + { + "train_step": 6222, + "sup_loss": 0.48321845451406625 + }, + { + "train_step": 6223, + "sup_loss": 0.6622093023569878 + }, + { + "train_step": 6224, + "sup_loss": 0.38540107458704365 + }, + { + "train_step": 6225, + "sup_loss": 0.5983709730449638 + }, + { + "train_step": 6226, + "sup_loss": 0.5494364791904265 + }, + { + "train_step": 6227, + "sup_loss": 0.5617451672336583 + }, + { + "train_step": 6228, + "sup_loss": 0.6409273759110691 + }, + { + "train_step": 6229, + "sup_loss": 0.5836535411601612 + }, + { + "train_step": 6230, + "sup_loss": 0.5579949480738436 + }, + { + "train_step": 6231, + "sup_loss": 0.41270432359076864 + }, + { + "train_step": 6232, + "sup_loss": 0.36875104004288894 + }, + { + "train_step": 6233, + "sup_loss": 0.6731980107895938 + }, + { + "train_step": 6234, + "sup_loss": 0.7159523849285744 + }, + { + "train_step": 6235, + "sup_loss": 0.5923053796569341 + }, + { + "train_step": 6236, + "sup_loss": 0.6215602321797681 + }, + { + "train_step": 6237, + "sup_loss": 0.5188421313424256 + }, + { + "train_step": 6238, + "sup_loss": 0.6201963882926279 + }, + { + "train_step": 6239, + "sup_loss": 0.5434678617940617 + }, + { + "train_step": 6240, + "sup_loss": 0.6855402415117274 + }, + { + "train_step": 6241, + "sup_loss": 0.4989056599561093 + }, + { + "train_step": 6242, + "sup_loss": 0.33809595555468436 + }, + { + "train_step": 6243, + "sup_loss": 0.6960505719402145 + }, + { + "train_step": 6244, + "sup_loss": 0.28978235538262365 + }, + { + "train_step": 6245, + "sup_loss": 0.5473328278784422 + }, + { + "train_step": 6246, + "sup_loss": 0.6707784735000892 + }, + { + "train_step": 6247, + "sup_loss": 0.7986962071959901 + }, + { + "train_step": 6248, + "sup_loss": 0.6854025413336958 + }, + { + "train_step": 6249, + "sup_loss": 0.5955410554810336 + }, + { + "train_step": 6250, + "sup_loss": 0.6072259311743957 + }, + { + "train_step": 6251, + "sup_loss": 0.4861098062823488 + }, + { + "train_step": 6252, + "sup_loss": 0.5893383499785221 + }, + { + "train_step": 6253, + "sup_loss": 0.8147918415371564 + }, + { + "train_step": 6254, + "sup_loss": 0.3544353844159312 + }, + { + "train_step": 6255, + "sup_loss": 0.5847307451266817 + }, + { + "train_step": 6256, + "sup_loss": 0.27265723859169144 + }, + { + "train_step": 6257, + "sup_loss": 0.4972447905920222 + }, + { + "train_step": 6258, + "sup_loss": 0.5901060892634156 + }, + { + "train_step": 6259, + "sup_loss": 0.6545751530358408 + }, + { + "train_step": 6260, + "sup_loss": 0.5056561352106073 + }, + { + "train_step": 6261, + "sup_loss": 0.6662243255986942 + }, + { + "train_step": 6262, + "sup_loss": 0.3869868637552224 + }, + { + "train_step": 6263, + "sup_loss": 0.41887461986373337 + }, + { + "train_step": 6264, + "sup_loss": 0.5523016031617647 + }, + { + "train_step": 6265, + "sup_loss": 0.5698886443630901 + }, + { + "train_step": 6266, + "sup_loss": 0.6196786141721565 + }, + { + "train_step": 6267, + "sup_loss": 0.7532308783427175 + }, + { + "train_step": 6268, + "sup_loss": 0.6033555165785043 + }, + { + "train_step": 6269, + "sup_loss": 0.6257240501200673 + }, + { + "train_step": 6270, + "sup_loss": 0.6229699359318275 + }, + { + "train_step": 6271, + "sup_loss": 0.48659410687923976 + }, + { + "train_step": 6272, + "sup_loss": 0.3410460555704682 + }, + { + "train_step": 6273, + "sup_loss": 0.36611579922195575 + }, + { + "train_step": 6274, + "sup_loss": 0.4914246825732402 + }, + { + "train_step": 6275, + "sup_loss": 0.6743811765091131 + }, + { + "train_step": 6276, + "sup_loss": 0.5634708601771333 + }, + { + "train_step": 6277, + "sup_loss": 0.8305733727865603 + }, + { + "train_step": 6278, + "sup_loss": 0.29966201587371694 + }, + { + "train_step": 6279, + "sup_loss": 0.46670724341221226 + }, + { + "train_step": 6280, + "sup_loss": 0.4382605618214464 + }, + { + "train_step": 6281, + "sup_loss": 0.6910791798333608 + }, + { + "train_step": 6282, + "sup_loss": 0.31695217065007236 + }, + { + "train_step": 6283, + "sup_loss": 0.5512378025984037 + }, + { + "train_step": 6284, + "sup_loss": 0.5352461169534396 + }, + { + "train_step": 6285, + "sup_loss": 0.6585075520360055 + }, + { + "train_step": 6286, + "sup_loss": 0.5953558554123813 + }, + { + "train_step": 6287, + "sup_loss": 0.36108727666667734 + }, + { + "train_step": 6288, + "sup_loss": 0.6013296289068928 + }, + { + "train_step": 6289, + "sup_loss": 0.5580779609733733 + }, + { + "train_step": 6290, + "sup_loss": 0.5081796538740406 + }, + { + "train_step": 6291, + "sup_loss": 0.6239450772026612 + }, + { + "train_step": 6292, + "sup_loss": 0.5417564947430318 + }, + { + "train_step": 6293, + "sup_loss": 0.7418640728859176 + }, + { + "train_step": 6294, + "sup_loss": 0.4601214274700348 + }, + { + "train_step": 6295, + "sup_loss": 0.5412265617638807 + }, + { + "train_step": 6296, + "sup_loss": 0.41450133782498483 + }, + { + "train_step": 6297, + "sup_loss": 0.7332377147323436 + }, + { + "train_step": 6298, + "sup_loss": 0.7264151767652832 + }, + { + "train_step": 6299, + "sup_loss": 0.418668684316932 + }, + { + "train_step": 6300, + "sup_loss": 0.35674155724087 + }, + { + "train_step": 6301, + "sup_loss": 0.5667500649213072 + }, + { + "train_step": 6302, + "sup_loss": 0.2774951462483866 + }, + { + "train_step": 6303, + "sup_loss": 0.3574162540061495 + }, + { + "train_step": 6304, + "sup_loss": 0.3529889028044819 + }, + { + "train_step": 6305, + "sup_loss": 0.6647602270096672 + }, + { + "train_step": 6306, + "sup_loss": 0.6397621881746988 + }, + { + "train_step": 6307, + "sup_loss": 0.52743018530922 + }, + { + "train_step": 6308, + "sup_loss": 0.7162501610042789 + }, + { + "train_step": 6309, + "sup_loss": 0.5369503943536608 + }, + { + "train_step": 6310, + "sup_loss": 0.6881478027872523 + }, + { + "train_step": 6311, + "sup_loss": 0.691060941680979 + }, + { + "train_step": 6312, + "sup_loss": 0.8009827109662536 + }, + { + "train_step": 6313, + "sup_loss": 0.6939753085143509 + }, + { + "train_step": 6314, + "sup_loss": 0.7883346625627096 + }, + { + "train_step": 6315, + "sup_loss": 0.564362772340455 + }, + { + "train_step": 6316, + "sup_loss": 0.6333138217891927 + }, + { + "train_step": 6317, + "sup_loss": 0.7667734475040463 + }, + { + "train_step": 6318, + "sup_loss": 0.5429076828471638 + }, + { + "train_step": 6319, + "sup_loss": 0.5211485325888972 + }, + { + "train_step": 6320, + "sup_loss": 0.5857716689710278 + }, + { + "train_step": 6321, + "sup_loss": 0.34825779038469007 + }, + { + "train_step": 6322, + "sup_loss": 0.6738462332503781 + }, + { + "train_step": 6323, + "sup_loss": 0.4873706354641632 + }, + { + "train_step": 6324, + "sup_loss": 0.5093342216393204 + }, + { + "train_step": 6325, + "sup_loss": 0.5176798222557686 + }, + { + "train_step": 6326, + "sup_loss": 0.7402923584849644 + }, + { + "train_step": 6327, + "sup_loss": 0.664436034492527 + }, + { + "train_step": 6328, + "sup_loss": 0.4892962116713657 + }, + { + "train_step": 6329, + "sup_loss": 0.7402437959447912 + }, + { + "train_step": 6330, + "sup_loss": 0.7002411150345087 + }, + { + "train_step": 6331, + "sup_loss": 0.56749219777128 + }, + { + "train_step": 6332, + "sup_loss": 0.4822716244279826 + }, + { + "train_step": 6333, + "sup_loss": 0.7489151264261642 + }, + { + "train_step": 6334, + "sup_loss": 0.6461129667289983 + }, + { + "train_step": 6335, + "sup_loss": 0.673042936433603 + }, + { + "train_step": 6336, + "sup_loss": 0.46343651336182345 + }, + { + "train_step": 6337, + "sup_loss": 0.7564220148018024 + }, + { + "train_step": 6338, + "sup_loss": 0.6238540834861199 + }, + { + "train_step": 6339, + "sup_loss": 0.5952980196120827 + }, + { + "train_step": 6340, + "sup_loss": 0.5505838903838359 + }, + { + "train_step": 6341, + "sup_loss": 0.704984604544618 + }, + { + "train_step": 6342, + "sup_loss": 0.4982781873531874 + }, + { + "train_step": 6343, + "sup_loss": 0.635106061521671 + }, + { + "train_step": 6344, + "sup_loss": 0.4724065197581203 + }, + { + "train_step": 6345, + "sup_loss": 0.7647342915529973 + }, + { + "train_step": 6346, + "sup_loss": 0.5516651312690196 + }, + { + "train_step": 6347, + "sup_loss": 0.5144676843293431 + }, + { + "train_step": 6348, + "sup_loss": 0.5348810389785411 + }, + { + "train_step": 6349, + "sup_loss": 0.4789263733117685 + }, + { + "train_step": 6350, + "sup_loss": 0.675397696034835 + }, + { + "train_step": 6351, + "sup_loss": 0.7393527643200105 + }, + { + "train_step": 6352, + "sup_loss": 0.49070367977474605 + }, + { + "train_step": 6353, + "sup_loss": 0.41686977675964637 + }, + { + "train_step": 6354, + "sup_loss": 0.5273743329736239 + }, + { + "train_step": 6355, + "sup_loss": 0.520998606561093 + }, + { + "train_step": 6356, + "sup_loss": 0.5197972502224566 + }, + { + "train_step": 6357, + "sup_loss": 0.6668514384026684 + }, + { + "train_step": 6358, + "sup_loss": 0.50022630185051 + }, + { + "train_step": 6359, + "sup_loss": 0.4086072531111043 + }, + { + "train_step": 6360, + "sup_loss": 0.5085048857303119 + }, + { + "train_step": 6361, + "sup_loss": 0.7681027358121995 + }, + { + "train_step": 6362, + "sup_loss": 0.39466711089987216 + }, + { + "train_step": 6363, + "sup_loss": 0.5228231655760798 + }, + { + "train_step": 6364, + "sup_loss": 0.7934511266271169 + }, + { + "train_step": 6365, + "sup_loss": 0.6221321150379588 + }, + { + "train_step": 6366, + "sup_loss": 0.430854651042932 + }, + { + "train_step": 6367, + "sup_loss": 0.3638141602789845 + }, + { + "train_step": 6368, + "sup_loss": 0.40040309036249583 + }, + { + "train_step": 6369, + "sup_loss": 0.4869107515591552 + }, + { + "train_step": 6370, + "sup_loss": 0.5489224631949269 + }, + { + "train_step": 6371, + "sup_loss": 0.5094516534222823 + }, + { + "train_step": 6372, + "sup_loss": 0.5297713142274031 + }, + { + "train_step": 6373, + "sup_loss": 0.39078168372796035 + }, + { + "train_step": 6374, + "sup_loss": 0.44548937493070484 + }, + { + "train_step": 6375, + "sup_loss": 0.629086832792889 + }, + { + "train_step": 6376, + "sup_loss": 0.3954831879729486 + }, + { + "train_step": 6377, + "sup_loss": 0.5761651981591592 + }, + { + "train_step": 6378, + "sup_loss": 0.4250519622773915 + }, + { + "train_step": 6379, + "sup_loss": 0.6330511970091859 + }, + { + "train_step": 6380, + "sup_loss": 0.8274717632527742 + }, + { + "train_step": 6381, + "sup_loss": 0.6383587241639852 + }, + { + "train_step": 6382, + "sup_loss": 0.6264400515110664 + }, + { + "train_step": 6383, + "sup_loss": 0.5524887944279413 + }, + { + "train_step": 6384, + "sup_loss": 0.378156115443526 + }, + { + "train_step": 6385, + "sup_loss": 0.9919670521994327 + }, + { + "train_step": 6386, + "sup_loss": 0.6223284408531797 + }, + { + "train_step": 6387, + "sup_loss": 0.5813593509045852 + }, + { + "train_step": 6388, + "sup_loss": 0.65098776749457 + }, + { + "train_step": 6389, + "sup_loss": 0.7213215537412019 + }, + { + "train_step": 6390, + "sup_loss": 0.5413386594404087 + }, + { + "train_step": 6391, + "sup_loss": 0.4964547971821604 + }, + { + "train_step": 6392, + "sup_loss": 0.4392862399829092 + }, + { + "train_step": 6393, + "sup_loss": 0.37280769178003004 + }, + { + "train_step": 6394, + "sup_loss": 0.5922652475778527 + }, + { + "train_step": 6395, + "sup_loss": 0.46108412709686075 + }, + { + "train_step": 6396, + "sup_loss": 0.7597039807034276 + }, + { + "train_step": 6397, + "sup_loss": 0.45272706624276254 + }, + { + "train_step": 6398, + "sup_loss": 0.42495040246341476 + }, + { + "train_step": 6399, + "sup_loss": 0.6710239724233781 + }, + { + "train_step": 6400, + "sup_loss": 0.5472911110241462 + }, + { + "train_step": 6401, + "sup_loss": 0.6230976101683035 + }, + { + "train_step": 6402, + "sup_loss": 0.6773784513575223 + }, + { + "train_step": 6403, + "sup_loss": 0.5334844251591548 + }, + { + "train_step": 6404, + "sup_loss": 0.6335190701145709 + }, + { + "train_step": 6405, + "sup_loss": 0.5484422697612368 + }, + { + "train_step": 6406, + "sup_loss": 0.5939799417593481 + }, + { + "train_step": 6407, + "sup_loss": 0.6068716957897079 + }, + { + "train_step": 6408, + "sup_loss": 0.719356072815088 + }, + { + "train_step": 6409, + "sup_loss": 0.7159363383117154 + }, + { + "train_step": 6410, + "sup_loss": 0.4698684336943598 + }, + { + "train_step": 6411, + "sup_loss": 0.5266534312418846 + }, + { + "train_step": 6412, + "sup_loss": 0.5456618628355596 + }, + { + "train_step": 6413, + "sup_loss": 0.649036291780869 + }, + { + "train_step": 6414, + "sup_loss": 0.6331145332638514 + }, + { + "train_step": 6415, + "sup_loss": 0.5316442519992325 + }, + { + "train_step": 6416, + "sup_loss": 0.6665330584984787 + }, + { + "train_step": 6417, + "sup_loss": 0.70260747678785 + }, + { + "train_step": 6418, + "sup_loss": 0.7793799752480017 + }, + { + "train_step": 6419, + "sup_loss": 0.5644905803634573 + }, + { + "train_step": 6420, + "sup_loss": 0.7537594257567843 + }, + { + "train_step": 6421, + "sup_loss": 0.20617221930884858 + }, + { + "train_step": 6422, + "sup_loss": 0.758303757460943 + }, + { + "train_step": 6423, + "sup_loss": 0.10933783901005718 + }, + { + "train_step": 6424, + "sup_loss": 0.44369308540501157 + }, + { + "train_step": 6425, + "sup_loss": 0.31272191432500096 + }, + { + "train_step": 6426, + "sup_loss": 0.589783007923548 + }, + { + "train_step": 6427, + "sup_loss": 0.6268730102251199 + }, + { + "train_step": 6428, + "sup_loss": 0.3896276658599203 + }, + { + "train_step": 6429, + "sup_loss": 0.6872393623929414 + }, + { + "train_step": 6430, + "sup_loss": 0.5385276450805229 + }, + { + "train_step": 6431, + "sup_loss": 0.5991733928440767 + }, + { + "train_step": 6432, + "sup_loss": 0.4994071538308599 + }, + { + "train_step": 6433, + "sup_loss": 0.6808061345366265 + }, + { + "train_step": 6434, + "sup_loss": 0.6724609104544701 + }, + { + "train_step": 6435, + "sup_loss": 0.6645171312354957 + }, + { + "train_step": 6436, + "sup_loss": 0.622817930225353 + }, + { + "train_step": 6437, + "sup_loss": 0.3486993018038558 + }, + { + "train_step": 6438, + "sup_loss": 0.4637448003982023 + }, + { + "train_step": 6439, + "sup_loss": 0.6535929330479616 + }, + { + "train_step": 6440, + "sup_loss": 0.6737574278048073 + }, + { + "train_step": 6441, + "sup_loss": 0.5463103438097343 + }, + { + "train_step": 6442, + "sup_loss": 0.745712289084056 + }, + { + "train_step": 6443, + "sup_loss": 0.566968082276487 + }, + { + "train_step": 6444, + "sup_loss": 0.2973637802741638 + }, + { + "train_step": 6445, + "sup_loss": 0.5322378501691629 + }, + { + "train_step": 6446, + "sup_loss": 0.5063859198876903 + }, + { + "train_step": 6447, + "sup_loss": 0.6144783193177267 + }, + { + "train_step": 6448, + "sup_loss": 0.44808299262523515 + }, + { + "train_step": 6449, + "sup_loss": 0.36426320820556374 + }, + { + "train_step": 6450, + "sup_loss": 0.765254973257468 + }, + { + "train_step": 6451, + "sup_loss": 0.6317936232061716 + }, + { + "train_step": 6452, + "sup_loss": 0.7756877134411442 + }, + { + "train_step": 6453, + "sup_loss": 0.5066931830719884 + }, + { + "train_step": 6454, + "sup_loss": 0.39293849258479363 + }, + { + "train_step": 6455, + "sup_loss": 0.48756966646072136 + }, + { + "train_step": 6456, + "sup_loss": 0.7951695129086028 + }, + { + "train_step": 6457, + "sup_loss": 0.639827766194111 + }, + { + "train_step": 6458, + "sup_loss": 0.6165027018739939 + }, + { + "train_step": 6459, + "sup_loss": 0.2275139783551547 + }, + { + "train_step": 6460, + "sup_loss": 0.6726073440796652 + }, + { + "train_step": 6461, + "sup_loss": 0.30604164196192496 + }, + { + "train_step": 6462, + "sup_loss": 0.6081206932490033 + }, + { + "train_step": 6463, + "sup_loss": 0.4924108484610117 + }, + { + "train_step": 6464, + "sup_loss": 0.7822245885057698 + }, + { + "train_step": 6465, + "sup_loss": 0.3906648485119623 + }, + { + "train_step": 6466, + "sup_loss": 0.8399172005162236 + }, + { + "train_step": 6467, + "sup_loss": 0.7174923114633088 + }, + { + "train_step": 6468, + "sup_loss": 0.5838625600669127 + }, + { + "train_step": 6469, + "sup_loss": 0.5870968903626702 + }, + { + "train_step": 6470, + "sup_loss": 0.4589840639629977 + }, + { + "train_step": 6471, + "sup_loss": 0.42751363825656435 + }, + { + "train_step": 6472, + "sup_loss": 0.5152995719372727 + }, + { + "train_step": 6473, + "sup_loss": 0.7849574066484638 + }, + { + "train_step": 6474, + "sup_loss": 0.7895749963250113 + }, + { + "train_step": 6475, + "sup_loss": 0.6850783816827444 + }, + { + "train_step": 6476, + "sup_loss": 0.3741426248809762 + }, + { + "train_step": 6477, + "sup_loss": 0.2571197765339216 + }, + { + "train_step": 6478, + "sup_loss": 0.45923002288715664 + }, + { + "train_step": 6479, + "sup_loss": 0.709701209224259 + }, + { + "train_step": 6480, + "sup_loss": 0.5218046354979237 + }, + { + "train_step": 6481, + "sup_loss": 0.48985672323897334 + }, + { + "train_step": 6482, + "sup_loss": 0.35930216273727994 + }, + { + "train_step": 6483, + "sup_loss": 0.38187361044052837 + }, + { + "train_step": 6484, + "sup_loss": 0.39683575845587205 + }, + { + "train_step": 6485, + "sup_loss": 0.5932081374746108 + }, + { + "train_step": 6486, + "sup_loss": 0.5562346643794891 + }, + { + "train_step": 6487, + "sup_loss": 0.6069169030862144 + }, + { + "train_step": 6488, + "sup_loss": 0.5107293588597402 + }, + { + "train_step": 6489, + "sup_loss": 0.44880437325527844 + }, + { + "train_step": 6490, + "sup_loss": 0.6289683551152442 + }, + { + "train_step": 6491, + "sup_loss": 0.6394049640758338 + }, + { + "train_step": 6492, + "sup_loss": 0.6005618201652327 + }, + { + "train_step": 6493, + "sup_loss": 0.6655322462932282 + }, + { + "train_step": 6494, + "sup_loss": 0.5788774267177581 + }, + { + "train_step": 6495, + "sup_loss": 0.6559393530913741 + }, + { + "train_step": 6496, + "sup_loss": 0.7500408794855931 + }, + { + "train_step": 6497, + "sup_loss": 0.5616202967658368 + }, + { + "train_step": 6498, + "sup_loss": 0.6599935952657447 + }, + { + "train_step": 6499, + "sup_loss": 0.36944259890569314 + }, + { + "train_step": 6500, + "sup_loss": 0.7130781958617992 + }, + { + "train_step": 6501, + "sup_loss": 0.6924271939102193 + }, + { + "train_step": 6502, + "sup_loss": 0.5783720455197406 + }, + { + "train_step": 6503, + "sup_loss": 0.41248974272359484 + }, + { + "train_step": 6504, + "sup_loss": 0.5608464982876057 + }, + { + "train_step": 6505, + "sup_loss": 0.46272877881995034 + }, + { + "train_step": 6506, + "sup_loss": 0.6014935411461886 + }, + { + "train_step": 6507, + "sup_loss": 0.550412230347943 + }, + { + "train_step": 6508, + "sup_loss": 0.45310912928667174 + }, + { + "train_step": 6509, + "sup_loss": 0.5411480781534335 + }, + { + "train_step": 6510, + "sup_loss": 0.5549785058457642 + }, + { + "train_step": 6511, + "sup_loss": 0.6206680957058104 + }, + { + "train_step": 6512, + "sup_loss": 0.7208397167255607 + }, + { + "train_step": 6513, + "sup_loss": 0.4238436764579235 + }, + { + "train_step": 6514, + "sup_loss": 0.49520729747727393 + }, + { + "train_step": 6515, + "sup_loss": 0.8148608331308276 + }, + { + "train_step": 6516, + "sup_loss": 0.714639342473133 + }, + { + "train_step": 6517, + "sup_loss": 0.5161835380452213 + }, + { + "train_step": 6518, + "sup_loss": 0.5120549757193059 + }, + { + "train_step": 6519, + "sup_loss": 0.5636085737877226 + }, + { + "train_step": 6520, + "sup_loss": 0.6572997038278944 + }, + { + "train_step": 6521, + "sup_loss": 0.4845188804155691 + }, + { + "train_step": 6522, + "sup_loss": 0.7085228818348126 + }, + { + "train_step": 6523, + "sup_loss": 0.2841524101216064 + }, + { + "train_step": 6524, + "sup_loss": 0.7542333451070582 + }, + { + "train_step": 6525, + "sup_loss": 0.8285070927835546 + }, + { + "train_step": 6526, + "sup_loss": 0.5858649590549144 + }, + { + "train_step": 6527, + "sup_loss": 0.5276908459558192 + }, + { + "train_step": 6528, + "sup_loss": 0.49793493194103655 + }, + { + "train_step": 6529, + "sup_loss": 0.7406263599884313 + }, + { + "train_step": 6530, + "sup_loss": 0.5704275806137372 + }, + { + "train_step": 6531, + "sup_loss": 0.539414168574527 + }, + { + "train_step": 6532, + "sup_loss": 0.7173216477489893 + }, + { + "train_step": 6533, + "sup_loss": 0.8019139323116053 + }, + { + "train_step": 6534, + "sup_loss": 0.43929143988883657 + }, + { + "train_step": 6535, + "sup_loss": 0.5938422462452989 + }, + { + "train_step": 6536, + "sup_loss": 0.741183793773878 + }, + { + "train_step": 6537, + "sup_loss": 0.5150217448956925 + }, + { + "train_step": 6538, + "sup_loss": 0.34192800422490127 + }, + { + "train_step": 6539, + "sup_loss": 0.5268643871319021 + }, + { + "train_step": 6540, + "sup_loss": 0.6515762093288442 + }, + { + "train_step": 6541, + "sup_loss": 0.42072471688987073 + }, + { + "train_step": 6542, + "sup_loss": 0.7884892948715838 + }, + { + "train_step": 6543, + "sup_loss": 0.5995546602898498 + }, + { + "train_step": 6544, + "sup_loss": 0.5131186418961 + }, + { + "train_step": 6545, + "sup_loss": 0.595683271438183 + }, + { + "train_step": 6546, + "sup_loss": 0.6151019834191287 + }, + { + "train_step": 6547, + "sup_loss": 0.7191163298004772 + }, + { + "train_step": 6548, + "sup_loss": 0.6669774462794367 + }, + { + "train_step": 6549, + "sup_loss": 0.7290502962784854 + }, + { + "train_step": 6550, + "sup_loss": 0.6092642784129318 + }, + { + "train_step": 6551, + "sup_loss": 0.3656564699171909 + }, + { + "train_step": 6552, + "sup_loss": 0.46174044232567457 + }, + { + "train_step": 6553, + "sup_loss": 0.4288624287407008 + }, + { + "train_step": 6554, + "sup_loss": 0.6658239927409884 + }, + { + "train_step": 6555, + "sup_loss": 0.6891271572469874 + }, + { + "train_step": 6556, + "sup_loss": 0.503891038854243 + }, + { + "train_step": 6557, + "sup_loss": 0.5849965342150535 + }, + { + "train_step": 6558, + "sup_loss": 0.5411464961255303 + }, + { + "train_step": 6559, + "sup_loss": 0.6952964244028319 + }, + { + "train_step": 6560, + "sup_loss": 0.7351421621346046 + }, + { + "train_step": 6561, + "sup_loss": 0.5845044930400181 + }, + { + "train_step": 6562, + "sup_loss": 0.3891393989628854 + }, + { + "train_step": 6563, + "sup_loss": 0.5413716576665678 + }, + { + "train_step": 6564, + "sup_loss": 0.7100939108216073 + }, + { + "train_step": 6565, + "sup_loss": 0.6730444089736646 + }, + { + "train_step": 6566, + "sup_loss": 0.6806091830321739 + }, + { + "train_step": 6567, + "sup_loss": 0.5377402016759241 + }, + { + "train_step": 6568, + "sup_loss": 0.3114838270461949 + }, + { + "train_step": 6569, + "sup_loss": 0.5504107138715416 + }, + { + "train_step": 6570, + "sup_loss": 0.4787657688984165 + }, + { + "train_step": 6571, + "sup_loss": 0.49750109594543857 + }, + { + "train_step": 6572, + "sup_loss": 0.8231457156404736 + }, + { + "train_step": 6573, + "sup_loss": 0.5031319709692044 + }, + { + "train_step": 6574, + "sup_loss": 0.5523289681656441 + }, + { + "train_step": 6575, + "sup_loss": 0.4636373888879948 + }, + { + "train_step": 6576, + "sup_loss": 0.5112366701272141 + }, + { + "train_step": 6577, + "sup_loss": 0.8437766074942055 + }, + { + "train_step": 6578, + "sup_loss": 0.5507142993120376 + }, + { + "train_step": 6579, + "sup_loss": 0.44079518188570954 + }, + { + "train_step": 6580, + "sup_loss": 0.6695998955788262 + }, + { + "train_step": 6581, + "sup_loss": 0.5712495191879696 + }, + { + "train_step": 6582, + "sup_loss": 0.5149415671429979 + }, + { + "train_step": 6583, + "sup_loss": 0.7429255016257501 + }, + { + "train_step": 6584, + "sup_loss": 0.6275109130938832 + }, + { + "train_step": 6585, + "sup_loss": 0.6675661828601193 + }, + { + "train_step": 6586, + "sup_loss": 0.4532066000428934 + }, + { + "train_step": 6587, + "sup_loss": 0.4668547505935849 + }, + { + "train_step": 6588, + "sup_loss": 0.6853035380404489 + }, + { + "train_step": 6589, + "sup_loss": 0.5086075115837325 + }, + { + "train_step": 6590, + "sup_loss": 0.531724989915484 + }, + { + "train_step": 6591, + "sup_loss": 0.6547630855219202 + }, + { + "train_step": 6592, + "sup_loss": 0.5742670007503686 + }, + { + "train_step": 6593, + "sup_loss": 0.4195503852042527 + }, + { + "train_step": 6594, + "sup_loss": 0.5794435224409914 + }, + { + "train_step": 6595, + "sup_loss": 0.6630743859910284 + }, + { + "train_step": 6596, + "sup_loss": 0.5990030793717913 + }, + { + "train_step": 6597, + "sup_loss": 0.7355563528936202 + }, + { + "train_step": 6598, + "sup_loss": 0.7865556279917137 + }, + { + "train_step": 6599, + "sup_loss": 0.6681970849710609 + }, + { + "train_step": 6600, + "sup_loss": 0.5492443968288944 + }, + { + "train_step": 6601, + "sup_loss": 0.47301645969390144 + }, + { + "train_step": 6602, + "sup_loss": 0.6417905113516774 + }, + { + "train_step": 6603, + "sup_loss": 0.48594791123254427 + }, + { + "train_step": 6604, + "sup_loss": 0.7461188880363979 + }, + { + "train_step": 6605, + "sup_loss": 0.4383550369405375 + }, + { + "train_step": 6606, + "sup_loss": 0.4071535976109721 + }, + { + "train_step": 6607, + "sup_loss": 0.5857759109548326 + }, + { + "train_step": 6608, + "sup_loss": 0.7880030717419743 + }, + { + "train_step": 6609, + "sup_loss": 0.49192523515758374 + }, + { + "train_step": 6610, + "sup_loss": 0.5186197973444203 + }, + { + "train_step": 6611, + "sup_loss": 0.7550198504780142 + }, + { + "train_step": 6612, + "sup_loss": 0.7761605831714138 + }, + { + "train_step": 6613, + "sup_loss": 0.5668945250964089 + }, + { + "train_step": 6614, + "sup_loss": 0.5381216261157649 + }, + { + "train_step": 6615, + "sup_loss": 0.575544256821253 + }, + { + "train_step": 6616, + "sup_loss": 0.4730534195860243 + }, + { + "train_step": 6617, + "sup_loss": 0.5300452339860938 + }, + { + "train_step": 6618, + "sup_loss": 0.4889795184474145 + }, + { + "train_step": 6619, + "sup_loss": 0.6498835371779372 + }, + { + "train_step": 6620, + "sup_loss": 0.3961078082416255 + }, + { + "train_step": 6621, + "sup_loss": 0.4411159769305851 + }, + { + "train_step": 6622, + "sup_loss": 0.5807246649785598 + }, + { + "train_step": 6623, + "sup_loss": 0.8217612967653392 + }, + { + "train_step": 6624, + "sup_loss": 0.6740574817656686 + }, + { + "train_step": 6625, + "sup_loss": 0.7675742402017489 + }, + { + "train_step": 6626, + "sup_loss": 0.7159571671529734 + }, + { + "train_step": 6627, + "sup_loss": 0.6115690359104062 + }, + { + "train_step": 6628, + "sup_loss": 0.5858818407663663 + }, + { + "train_step": 6629, + "sup_loss": 0.7487107130471568 + }, + { + "train_step": 6630, + "sup_loss": 0.6988031539840639 + }, + { + "train_step": 6631, + "sup_loss": 0.5892978590831236 + }, + { + "train_step": 6632, + "sup_loss": 0.40974356182544674 + }, + { + "train_step": 6633, + "sup_loss": 0.47565451983735263 + }, + { + "train_step": 6634, + "sup_loss": 0.645587781054678 + }, + { + "train_step": 6635, + "sup_loss": 0.4565462916639669 + }, + { + "train_step": 6636, + "sup_loss": 0.6149809280264371 + }, + { + "train_step": 6637, + "sup_loss": 0.4140434804086514 + }, + { + "train_step": 6638, + "sup_loss": 0.7566617802708658 + }, + { + "train_step": 6639, + "sup_loss": 0.634502601262015 + }, + { + "train_step": 6640, + "sup_loss": 0.42402517796750844 + }, + { + "train_step": 6641, + "sup_loss": 0.635397799665435 + }, + { + "train_step": 6642, + "sup_loss": 0.29482051230072276 + }, + { + "train_step": 6643, + "sup_loss": 0.42753261313997815 + }, + { + "train_step": 6644, + "sup_loss": 0.5294453300743873 + }, + { + "train_step": 6645, + "sup_loss": 0.35364145475757575 + }, + { + "train_step": 6646, + "sup_loss": 0.6051392527265265 + }, + { + "train_step": 6647, + "sup_loss": 0.5230551982967926 + }, + { + "train_step": 6648, + "sup_loss": 0.6290227617341002 + }, + { + "train_step": 6649, + "sup_loss": 0.6094744370245997 + }, + { + "train_step": 6650, + "sup_loss": 0.39808435080306165 + }, + { + "train_step": 6651, + "sup_loss": 0.6124946606609507 + }, + { + "train_step": 6652, + "sup_loss": 0.6500133337898742 + }, + { + "train_step": 6653, + "sup_loss": 0.49887146466194954 + }, + { + "train_step": 6654, + "sup_loss": 0.6869739216785912 + }, + { + "train_step": 6655, + "sup_loss": 0.7448144835561076 + }, + { + "train_step": 6656, + "sup_loss": 0.6673515475929058 + }, + { + "train_step": 6657, + "sup_loss": 0.32132002281093436 + }, + { + "train_step": 6658, + "sup_loss": 0.6239735389574834 + }, + { + "train_step": 6659, + "sup_loss": 0.6130764942198351 + }, + { + "train_step": 6660, + "sup_loss": 0.7330858339439363 + }, + { + "train_step": 6661, + "sup_loss": 0.2876353551356694 + }, + { + "train_step": 6662, + "sup_loss": 0.3882231447388769 + }, + { + "train_step": 6663, + "sup_loss": 0.5526477685469485 + }, + { + "train_step": 6664, + "sup_loss": 0.45912264717904205 + }, + { + "train_step": 6665, + "sup_loss": 0.7348890766120344 + }, + { + "train_step": 6666, + "sup_loss": 0.3791746508030113 + }, + { + "train_step": 6667, + "sup_loss": 0.6938952669283119 + }, + { + "train_step": 6668, + "sup_loss": 0.46966043925264755 + }, + { + "train_step": 6669, + "sup_loss": 0.6701665026834553 + }, + { + "train_step": 6670, + "sup_loss": 0.7823711738691672 + }, + { + "train_step": 6671, + "sup_loss": 0.5650881082797424 + }, + { + "train_step": 6672, + "sup_loss": 0.727716317385385 + }, + { + "train_step": 6673, + "sup_loss": 0.7604483318539977 + }, + { + "train_step": 6674, + "sup_loss": 0.6760395150592892 + }, + { + "train_step": 6675, + "sup_loss": 0.7294738340304531 + }, + { + "train_step": 6676, + "sup_loss": 0.46539149665199697 + }, + { + "train_step": 6677, + "sup_loss": 0.5346021538760217 + }, + { + "train_step": 6678, + "sup_loss": 0.5929122034392463 + }, + { + "train_step": 6679, + "sup_loss": 0.4811683391379653 + }, + { + "train_step": 6680, + "sup_loss": 0.818247208353057 + }, + { + "train_step": 6681, + "sup_loss": 0.57227074298004 + }, + { + "train_step": 6682, + "sup_loss": 0.5546378438983336 + }, + { + "train_step": 6683, + "sup_loss": 0.7074879619850882 + }, + { + "train_step": 6684, + "sup_loss": 0.5470255012344484 + }, + { + "train_step": 6685, + "sup_loss": 0.5858003733930579 + }, + { + "train_step": 6686, + "sup_loss": 0.6139067635533983 + }, + { + "train_step": 6687, + "sup_loss": 0.5275502839869143 + }, + { + "train_step": 6688, + "sup_loss": 0.48112506238152575 + }, + { + "train_step": 6689, + "sup_loss": 0.6454067695872976 + }, + { + "train_step": 6690, + "sup_loss": 0.3724499654402169 + }, + { + "train_step": 6691, + "sup_loss": 0.45427837180980973 + }, + { + "train_step": 6692, + "sup_loss": 0.6180948286374188 + }, + { + "train_step": 6693, + "sup_loss": 0.41756387350592244 + }, + { + "train_step": 6694, + "sup_loss": 0.5371254575769039 + }, + { + "train_step": 6695, + "sup_loss": 0.572817450863107 + }, + { + "train_step": 6696, + "sup_loss": 0.519861491627682 + }, + { + "train_step": 6697, + "sup_loss": 0.46029541048923095 + }, + { + "train_step": 6698, + "sup_loss": 0.5248999010742107 + }, + { + "train_step": 6699, + "sup_loss": 0.6823056522988615 + }, + { + "train_step": 6700, + "sup_loss": 0.5824521023422948 + }, + { + "train_step": 6701, + "sup_loss": 0.4809629422542625 + }, + { + "train_step": 6702, + "sup_loss": 0.465307660922588 + }, + { + "train_step": 6703, + "sup_loss": 0.4029170218690042 + }, + { + "train_step": 6704, + "sup_loss": 0.6531666822925649 + }, + { + "train_step": 6705, + "sup_loss": 0.7266694386773862 + }, + { + "train_step": 6706, + "sup_loss": 0.6066219558835763 + }, + { + "train_step": 6707, + "sup_loss": 0.5073368162448545 + }, + { + "train_step": 6708, + "sup_loss": 0.49911672917321426 + }, + { + "train_step": 6709, + "sup_loss": 0.6055018149665541 + }, + { + "train_step": 6710, + "sup_loss": 0.42747309331102096 + }, + { + "train_step": 6711, + "sup_loss": 0.5311887200418633 + }, + { + "train_step": 6712, + "sup_loss": 0.3015737456300842 + }, + { + "train_step": 6713, + "sup_loss": 0.6849321039911799 + }, + { + "train_step": 6714, + "sup_loss": 0.6475844560403524 + }, + { + "train_step": 6715, + "sup_loss": 0.4645458718963247 + }, + { + "train_step": 6716, + "sup_loss": 0.6033867978384676 + }, + { + "train_step": 6717, + "sup_loss": 0.6194250192636317 + }, + { + "train_step": 6718, + "sup_loss": 0.493202718640726 + }, + { + "train_step": 6719, + "sup_loss": 0.7396860978326698 + }, + { + "train_step": 6720, + "sup_loss": 0.7303715486370876 + }, + { + "train_step": 6721, + "sup_loss": 0.6754059181830196 + }, + { + "train_step": 6722, + "sup_loss": 0.48750838612654374 + }, + { + "train_step": 6723, + "sup_loss": 0.5323324521730877 + }, + { + "train_step": 6724, + "sup_loss": 0.5918373064825254 + }, + { + "train_step": 6725, + "sup_loss": 0.5567305532144008 + }, + { + "train_step": 6726, + "sup_loss": 0.5514613500765205 + }, + { + "train_step": 6727, + "sup_loss": 0.5804586337101494 + }, + { + "train_step": 6728, + "sup_loss": 0.4852699825459553 + }, + { + "train_step": 6729, + "sup_loss": 0.6833875628294248 + }, + { + "train_step": 6730, + "sup_loss": 0.7324282505745221 + }, + { + "train_step": 6731, + "sup_loss": 0.8384829143066193 + }, + { + "train_step": 6732, + "sup_loss": 0.5572113909019984 + }, + { + "train_step": 6733, + "sup_loss": 0.6142352205981082 + }, + { + "train_step": 6734, + "sup_loss": 0.6164703159760523 + }, + { + "train_step": 6735, + "sup_loss": 0.6264924348986303 + }, + { + "train_step": 6736, + "sup_loss": 0.4966361552918654 + }, + { + "train_step": 6737, + "sup_loss": 0.5722091396818074 + }, + { + "train_step": 6738, + "sup_loss": 0.49257906926103606 + }, + { + "train_step": 6739, + "sup_loss": 0.6522930867365287 + }, + { + "train_step": 6740, + "sup_loss": 0.525416049112439 + }, + { + "train_step": 6741, + "sup_loss": 0.5646515234094919 + }, + { + "train_step": 6742, + "sup_loss": 0.5776970746294826 + }, + { + "train_step": 6743, + "sup_loss": 0.6605115222682355 + }, + { + "train_step": 6744, + "sup_loss": 0.6879546350199787 + }, + { + "train_step": 6745, + "sup_loss": 0.5656912264105646 + }, + { + "train_step": 6746, + "sup_loss": 0.6486187389030904 + }, + { + "train_step": 6747, + "sup_loss": 0.615187594999787 + }, + { + "train_step": 6748, + "sup_loss": 0.5665660804296501 + }, + { + "train_step": 6749, + "sup_loss": 0.643465757352889 + }, + { + "train_step": 6750, + "sup_loss": 0.5436551858743055 + }, + { + "train_step": 6751, + "sup_loss": 0.3314735726623346 + }, + { + "train_step": 6752, + "sup_loss": 0.5415426861556362 + }, + { + "train_step": 6753, + "sup_loss": 0.5924936161525856 + }, + { + "train_step": 6754, + "sup_loss": 0.6326437566976726 + }, + { + "train_step": 6755, + "sup_loss": 0.40963115569737996 + }, + { + "train_step": 6756, + "sup_loss": 0.6186622912536514 + }, + { + "train_step": 6757, + "sup_loss": 0.5794942331846759 + }, + { + "train_step": 6758, + "sup_loss": 0.678872222721102 + }, + { + "train_step": 6759, + "sup_loss": 0.6237138926596588 + }, + { + "train_step": 6760, + "sup_loss": 0.6514237520469949 + }, + { + "train_step": 6761, + "sup_loss": 0.6563272071796079 + }, + { + "train_step": 6762, + "sup_loss": 0.5145314140013499 + }, + { + "train_step": 6763, + "sup_loss": 0.5291063803177316 + }, + { + "train_step": 6764, + "sup_loss": 0.4607695245444117 + }, + { + "train_step": 6765, + "sup_loss": 0.5126639537474783 + }, + { + "train_step": 6766, + "sup_loss": 0.6654868570838043 + }, + { + "train_step": 6767, + "sup_loss": 0.6012799666645492 + }, + { + "train_step": 6768, + "sup_loss": 0.6708798132533184 + }, + { + "train_step": 6769, + "sup_loss": 0.6595700517507324 + }, + { + "train_step": 6770, + "sup_loss": 0.5974192069624167 + }, + { + "train_step": 6771, + "sup_loss": 0.6274067260507785 + }, + { + "train_step": 6772, + "sup_loss": 0.512683434610832 + }, + { + "train_step": 6773, + "sup_loss": 0.6018238009815575 + }, + { + "train_step": 6774, + "sup_loss": 0.49980825519233757 + }, + { + "train_step": 6775, + "sup_loss": 0.8430448763512319 + }, + { + "train_step": 6776, + "sup_loss": 0.276982672623575 + }, + { + "train_step": 6777, + "sup_loss": 0.6512786838050911 + }, + { + "train_step": 6778, + "sup_loss": 0.4302044616314407 + }, + { + "train_step": 6779, + "sup_loss": 0.43305094133941646 + }, + { + "train_step": 6780, + "sup_loss": 0.5991058699891499 + }, + { + "train_step": 6781, + "sup_loss": 0.6010154759604569 + }, + { + "train_step": 6782, + "sup_loss": 0.7618140730200456 + }, + { + "train_step": 6783, + "sup_loss": 0.5368972873933713 + }, + { + "train_step": 6784, + "sup_loss": 0.7163990802193508 + }, + { + "train_step": 6785, + "sup_loss": 0.5488431348993863 + }, + { + "train_step": 6786, + "sup_loss": 0.45144939520599325 + }, + { + "train_step": 6787, + "sup_loss": 0.7614859432523688 + }, + { + "train_step": 6788, + "sup_loss": 0.7242243095707646 + }, + { + "train_step": 6789, + "sup_loss": 0.5833797482844694 + }, + { + "train_step": 6790, + "sup_loss": 0.45056573119440424 + }, + { + "train_step": 6791, + "sup_loss": 0.4382867099890972 + }, + { + "train_step": 6792, + "sup_loss": 0.6573224308056201 + }, + { + "train_step": 6793, + "sup_loss": 0.5084661450802405 + }, + { + "train_step": 6794, + "sup_loss": 0.5949589411823822 + }, + { + "train_step": 6795, + "sup_loss": 0.7498490590170919 + }, + { + "train_step": 6796, + "sup_loss": 0.6990236069921562 + }, + { + "train_step": 6797, + "sup_loss": 0.5135561386960907 + }, + { + "train_step": 6798, + "sup_loss": 0.5785930038486742 + }, + { + "train_step": 6799, + "sup_loss": 0.5979038898299717 + }, + { + "train_step": 6800, + "sup_loss": 0.5229239547469321 + }, + { + "train_step": 6801, + "sup_loss": 0.6139572324320132 + }, + { + "train_step": 6802, + "sup_loss": 0.704204508281102 + }, + { + "train_step": 6803, + "sup_loss": 0.6123037830577784 + }, + { + "train_step": 6804, + "sup_loss": 0.6483940782108034 + }, + { + "train_step": 6805, + "sup_loss": 0.6348580114229797 + }, + { + "train_step": 6806, + "sup_loss": 0.6460736337477089 + }, + { + "train_step": 6807, + "sup_loss": 0.6353801947438921 + }, + { + "train_step": 6808, + "sup_loss": 0.5618998722562343 + }, + { + "train_step": 6809, + "sup_loss": 0.4620302992252494 + }, + { + "train_step": 6810, + "sup_loss": 0.653154550639617 + }, + { + "train_step": 6811, + "sup_loss": 0.6371193746286435 + }, + { + "train_step": 6812, + "sup_loss": 0.6310740151645715 + }, + { + "train_step": 6813, + "sup_loss": 0.7389871110688949 + }, + { + "train_step": 6814, + "sup_loss": 0.6516314650090033 + }, + { + "train_step": 6815, + "sup_loss": 0.6450987636329997 + }, + { + "train_step": 6816, + "sup_loss": 0.8929024517554 + }, + { + "train_step": 6817, + "sup_loss": 0.3355450900335212 + }, + { + "train_step": 6818, + "sup_loss": 0.6565367526639518 + }, + { + "train_step": 6819, + "sup_loss": 0.6234162654779798 + }, + { + "train_step": 6820, + "sup_loss": 0.5548413513094606 + }, + { + "train_step": 6821, + "sup_loss": 0.4447128746361588 + }, + { + "train_step": 6822, + "sup_loss": 0.5775470455891655 + }, + { + "train_step": 6823, + "sup_loss": 0.4606063825017029 + }, + { + "train_step": 6824, + "sup_loss": 0.29715726460171354 + }, + { + "train_step": 6825, + "sup_loss": 0.6139804464165176 + }, + { + "train_step": 6826, + "sup_loss": 0.5907474620903137 + }, + { + "train_step": 6827, + "sup_loss": 0.5876112539154249 + }, + { + "train_step": 6828, + "sup_loss": 0.6808967313310141 + }, + { + "train_step": 6829, + "sup_loss": 0.6340922883432184 + }, + { + "train_step": 6830, + "sup_loss": 0.4168706064589741 + }, + { + "train_step": 6831, + "sup_loss": 0.42216353205014334 + }, + { + "train_step": 6832, + "sup_loss": 0.6922478909502645 + }, + { + "train_step": 6833, + "sup_loss": 0.6553913976595819 + }, + { + "train_step": 6834, + "sup_loss": 0.7303987988582235 + }, + { + "train_step": 6835, + "sup_loss": 0.5293821595047358 + }, + { + "train_step": 6836, + "sup_loss": 0.3716225787760535 + }, + { + "train_step": 6837, + "sup_loss": 0.7659419844269773 + }, + { + "train_step": 6838, + "sup_loss": 0.31462068536189514 + }, + { + "train_step": 6839, + "sup_loss": 0.5395783942669714 + }, + { + "train_step": 6840, + "sup_loss": 0.6827208987858225 + }, + { + "train_step": 6841, + "sup_loss": 0.6781038037526642 + }, + { + "train_step": 6842, + "sup_loss": 0.567088221395595 + }, + { + "train_step": 6843, + "sup_loss": 0.677171596516197 + }, + { + "train_step": 6844, + "sup_loss": 0.8254700310538482 + }, + { + "train_step": 6845, + "sup_loss": 0.3863540305012009 + }, + { + "train_step": 6846, + "sup_loss": 0.30589487109265623 + }, + { + "train_step": 6847, + "sup_loss": 0.5684420645187368 + }, + { + "train_step": 6848, + "sup_loss": 0.5784878303070695 + }, + { + "train_step": 6849, + "sup_loss": 0.6643463239273955 + }, + { + "train_step": 6850, + "sup_loss": 0.6346492387968401 + }, + { + "train_step": 6851, + "sup_loss": 0.6375489622378 + }, + { + "train_step": 6852, + "sup_loss": 0.4432897175918852 + }, + { + "train_step": 6853, + "sup_loss": 0.4771654862240081 + }, + { + "train_step": 6854, + "sup_loss": 0.6108120949666037 + }, + { + "train_step": 6855, + "sup_loss": 0.4639122898506719 + }, + { + "train_step": 6856, + "sup_loss": 0.675655801287423 + }, + { + "train_step": 6857, + "sup_loss": 0.6043718344174469 + }, + { + "train_step": 6858, + "sup_loss": 0.49955385818141407 + }, + { + "train_step": 6859, + "sup_loss": 0.6542790051509447 + }, + { + "train_step": 6860, + "sup_loss": 0.6585516086073817 + }, + { + "train_step": 6861, + "sup_loss": 0.7274821473839406 + }, + { + "train_step": 6862, + "sup_loss": 0.5719031734425188 + }, + { + "train_step": 6863, + "sup_loss": 0.6473728721851877 + }, + { + "train_step": 6864, + "sup_loss": 0.6785704664325942 + }, + { + "train_step": 6865, + "sup_loss": 0.6163869794489707 + }, + { + "train_step": 6866, + "sup_loss": 0.5945168604295881 + }, + { + "train_step": 6867, + "sup_loss": 0.5742704633123856 + }, + { + "train_step": 6868, + "sup_loss": 0.5583032225877195 + }, + { + "train_step": 6869, + "sup_loss": 0.7441392902921823 + }, + { + "train_step": 6870, + "sup_loss": 0.5815124953950063 + }, + { + "train_step": 6871, + "sup_loss": 0.5174584185938909 + }, + { + "train_step": 6872, + "sup_loss": 0.5119005279705942 + }, + { + "train_step": 6873, + "sup_loss": 0.7223876501174749 + }, + { + "train_step": 6874, + "sup_loss": 0.5233157115704188 + }, + { + "train_step": 6875, + "sup_loss": 0.7483866766184946 + }, + { + "train_step": 6876, + "sup_loss": 0.5712475295467211 + }, + { + "train_step": 6877, + "sup_loss": 0.7942937578478678 + }, + { + "train_step": 6878, + "sup_loss": 0.5746436937660921 + }, + { + "train_step": 6879, + "sup_loss": 0.6221316098777055 + }, + { + "train_step": 6880, + "sup_loss": 0.5932896059234442 + }, + { + "train_step": 6881, + "sup_loss": 0.5631537710496592 + }, + { + "train_step": 6882, + "sup_loss": 0.6167245939282556 + }, + { + "train_step": 6883, + "sup_loss": 0.4627072755677441 + }, + { + "train_step": 6884, + "sup_loss": 0.5353007721224468 + }, + { + "train_step": 6885, + "sup_loss": 0.5455010767029969 + }, + { + "train_step": 6886, + "sup_loss": 0.8455871600876775 + }, + { + "train_step": 6887, + "sup_loss": 0.3182584608976208 + }, + { + "train_step": 6888, + "sup_loss": 0.5193949649054744 + }, + { + "train_step": 6889, + "sup_loss": 0.728866762075677 + }, + { + "train_step": 6890, + "sup_loss": 0.5927911786395238 + }, + { + "train_step": 6891, + "sup_loss": 0.5664401986490389 + }, + { + "train_step": 6892, + "sup_loss": 0.4653739841071117 + }, + { + "train_step": 6893, + "sup_loss": 0.304848635857503 + }, + { + "train_step": 6894, + "sup_loss": 0.5916032647148105 + }, + { + "train_step": 6895, + "sup_loss": 0.5124383339484742 + }, + { + "train_step": 6896, + "sup_loss": 0.6577458978894738 + }, + { + "train_step": 6897, + "sup_loss": 0.5019208590224109 + }, + { + "train_step": 6898, + "sup_loss": 0.4783571231257641 + }, + { + "train_step": 6899, + "sup_loss": 0.42348572217176056 + }, + { + "train_step": 6900, + "sup_loss": 0.671692728945429 + }, + { + "train_step": 6901, + "sup_loss": 0.6702104254873138 + }, + { + "train_step": 6902, + "sup_loss": 0.6540100902472515 + }, + { + "train_step": 6903, + "sup_loss": 0.694040956465892 + }, + { + "train_step": 6904, + "sup_loss": 0.6610490629005348 + }, + { + "train_step": 6905, + "sup_loss": 0.6806067140772014 + }, + { + "train_step": 6906, + "sup_loss": 0.5909346990309408 + }, + { + "train_step": 6907, + "sup_loss": 0.6771701516156824 + }, + { + "train_step": 6908, + "sup_loss": 0.8228934810416946 + }, + { + "train_step": 6909, + "sup_loss": 0.7944576652180746 + }, + { + "train_step": 6910, + "sup_loss": 0.5784428376323434 + }, + { + "train_step": 6911, + "sup_loss": 0.5622259666588458 + }, + { + "train_step": 6912, + "sup_loss": 0.6511156702752666 + }, + { + "train_step": 6913, + "sup_loss": 0.5968982116670127 + }, + { + "train_step": 6914, + "sup_loss": 0.6253498342663385 + }, + { + "train_step": 6915, + "sup_loss": 0.6676919450040794 + }, + { + "train_step": 6916, + "sup_loss": 0.4851317048244119 + }, + { + "train_step": 6917, + "sup_loss": 0.6251937242728517 + }, + { + "train_step": 6918, + "sup_loss": 0.661475871340071 + }, + { + "train_step": 6919, + "sup_loss": 0.6616664758963058 + }, + { + "train_step": 6920, + "sup_loss": 0.46000168943018604 + }, + { + "train_step": 6921, + "sup_loss": 0.4998118845243129 + }, + { + "train_step": 6922, + "sup_loss": 0.45167022919812416 + }, + { + "train_step": 6923, + "sup_loss": 0.6714822564661805 + }, + { + "train_step": 6924, + "sup_loss": 0.3458438656565227 + }, + { + "train_step": 6925, + "sup_loss": 0.5451553687403263 + }, + { + "train_step": 6926, + "sup_loss": 0.5938802292432501 + }, + { + "train_step": 6927, + "sup_loss": 0.5585039688713571 + }, + { + "train_step": 6928, + "sup_loss": 0.44549872063612156 + }, + { + "train_step": 6929, + "sup_loss": 0.4695358263282411 + }, + { + "train_step": 6930, + "sup_loss": 0.324229037510937 + }, + { + "train_step": 6931, + "sup_loss": 0.7014691973928684 + }, + { + "train_step": 6932, + "sup_loss": 0.588638387238131 + }, + { + "train_step": 6933, + "sup_loss": 0.5364786014918912 + }, + { + "train_step": 6934, + "sup_loss": 0.5298286253806525 + }, + { + "train_step": 6935, + "sup_loss": 0.6164790842079231 + }, + { + "train_step": 6936, + "sup_loss": 0.8407123717781845 + }, + { + "train_step": 6937, + "sup_loss": 0.5901794352524236 + }, + { + "train_step": 6938, + "sup_loss": 0.6758413445723076 + }, + { + "train_step": 6939, + "sup_loss": 0.443641618479025 + }, + { + "train_step": 6940, + "sup_loss": 0.6842748732094831 + }, + { + "train_step": 6941, + "sup_loss": 0.40242768328568823 + }, + { + "train_step": 6942, + "sup_loss": 0.4773424109025069 + }, + { + "train_step": 6943, + "sup_loss": 0.4203430316104696 + }, + { + "train_step": 6944, + "sup_loss": 0.6546129510568183 + }, + { + "train_step": 6945, + "sup_loss": 0.6608266741259904 + }, + { + "train_step": 6946, + "sup_loss": 0.5136655885596109 + }, + { + "train_step": 6947, + "sup_loss": 0.5192561982040766 + }, + { + "train_step": 6948, + "sup_loss": 0.40237721669788207 + }, + { + "train_step": 6949, + "sup_loss": 0.7343871557811953 + }, + { + "train_step": 6950, + "sup_loss": 0.5427017876162737 + }, + { + "train_step": 6951, + "sup_loss": 0.6434792413187743 + }, + { + "train_step": 6952, + "sup_loss": 0.5507717450940657 + }, + { + "train_step": 6953, + "sup_loss": 0.4677505087651018 + }, + { + "train_step": 6954, + "sup_loss": 0.6313843934351443 + }, + { + "train_step": 6955, + "sup_loss": 0.6178883816797862 + }, + { + "train_step": 6956, + "sup_loss": 0.7432847515605709 + }, + { + "train_step": 6957, + "sup_loss": 0.6147568252622624 + }, + { + "train_step": 6958, + "sup_loss": 0.7878251046659633 + }, + { + "train_step": 6959, + "sup_loss": 0.7570528111813939 + }, + { + "train_step": 6960, + "sup_loss": 0.5087178268626589 + }, + { + "train_step": 6961, + "sup_loss": 0.4572218428932738 + }, + { + "train_step": 6962, + "sup_loss": 0.5844411942000226 + }, + { + "train_step": 6963, + "sup_loss": 0.49980234584903777 + }, + { + "train_step": 6964, + "sup_loss": 0.595826715468636 + }, + { + "train_step": 6965, + "sup_loss": 0.596978082548295 + }, + { + "train_step": 6966, + "sup_loss": 0.5084182639454161 + }, + { + "train_step": 6967, + "sup_loss": 0.6223420632002683 + }, + { + "train_step": 6968, + "sup_loss": 0.6144061277024446 + }, + { + "train_step": 6969, + "sup_loss": 0.7764665043104756 + }, + { + "train_step": 6970, + "sup_loss": 0.6357374555011781 + }, + { + "train_step": 6971, + "sup_loss": 0.47560054827309484 + }, + { + "train_step": 6972, + "sup_loss": 0.5097827254595798 + }, + { + "train_step": 6973, + "sup_loss": 0.7417560035343786 + }, + { + "train_step": 6974, + "sup_loss": 0.609893580531012 + }, + { + "train_step": 6975, + "sup_loss": 0.4593675747379256 + }, + { + "train_step": 6976, + "sup_loss": 0.4193955326676201 + }, + { + "train_step": 6977, + "sup_loss": 0.47487452236554917 + }, + { + "train_step": 6978, + "sup_loss": 0.49476432924476044 + }, + { + "train_step": 6979, + "sup_loss": 0.5454758106668427 + }, + { + "train_step": 6980, + "sup_loss": 0.39583629792468417 + }, + { + "train_step": 6981, + "sup_loss": 0.6450259935498331 + }, + { + "train_step": 6982, + "sup_loss": 0.5940205412510646 + }, + { + "train_step": 6983, + "sup_loss": 0.5431906261019321 + }, + { + "train_step": 6984, + "sup_loss": 0.3071060386797609 + }, + { + "train_step": 6985, + "sup_loss": 0.6697217703573056 + }, + { + "train_step": 6986, + "sup_loss": 0.47503917080343216 + }, + { + "train_step": 6987, + "sup_loss": 0.591941079898831 + }, + { + "train_step": 6988, + "sup_loss": 0.4817148359788963 + }, + { + "train_step": 6989, + "sup_loss": 0.5236780540791177 + }, + { + "train_step": 6990, + "sup_loss": 0.34214211734162436 + }, + { + "train_step": 6991, + "sup_loss": 0.47039056384745853 + }, + { + "train_step": 6992, + "sup_loss": 0.8977632926825131 + }, + { + "train_step": 6993, + "sup_loss": 0.5014741239185205 + }, + { + "train_step": 6994, + "sup_loss": 0.5895441633988219 + }, + { + "train_step": 6995, + "sup_loss": 0.6347865003343329 + }, + { + "train_step": 6996, + "sup_loss": 0.7561947561494888 + }, + { + "train_step": 6997, + "sup_loss": 0.4512022598750836 + }, + { + "train_step": 6998, + "sup_loss": 0.5245612861990687 + }, + { + "train_step": 6999, + "sup_loss": 0.661126003945725 + }, + { + "train_step": 7000, + "sup_loss": 0.5297001871695859 + }, + { + "train_step": 7001, + "sup_loss": 0.5381211225057685 + }, + { + "train_step": 7002, + "sup_loss": 0.6718729767173108 + }, + { + "train_step": 7003, + "sup_loss": 0.584444894776273 + }, + { + "train_step": 7004, + "sup_loss": 0.42038268410847857 + }, + { + "train_step": 7005, + "sup_loss": 0.7352150981034411 + }, + { + "train_step": 7006, + "sup_loss": 0.5497806446362683 + }, + { + "train_step": 7007, + "sup_loss": 0.6936827041032299 + }, + { + "train_step": 7008, + "sup_loss": 0.6468960836731185 + }, + { + "train_step": 7009, + "sup_loss": 0.4738773451412236 + }, + { + "train_step": 7010, + "sup_loss": 0.6354981411797131 + }, + { + "train_step": 7011, + "sup_loss": 0.6889119191986013 + }, + { + "train_step": 7012, + "sup_loss": 0.5266962990315912 + }, + { + "train_step": 7013, + "sup_loss": 0.5762888757066146 + }, + { + "train_step": 7014, + "sup_loss": 0.6472828133682693 + }, + { + "train_step": 7015, + "sup_loss": 0.5822437474521939 + }, + { + "train_step": 7016, + "sup_loss": 0.8079011296498039 + }, + { + "train_step": 7017, + "sup_loss": 0.5973118198096942 + }, + { + "train_step": 7018, + "sup_loss": 0.9078057716160762 + }, + { + "train_step": 7019, + "sup_loss": 0.37348891024426745 + }, + { + "train_step": 7020, + "sup_loss": 0.6442897663545624 + }, + { + "train_step": 7021, + "sup_loss": 0.6466968513682525 + }, + { + "train_step": 7022, + "sup_loss": 0.47594889582152416 + }, + { + "train_step": 7023, + "sup_loss": 0.515341498932577 + }, + { + "train_step": 7024, + "sup_loss": 0.621905177576031 + }, + { + "train_step": 7025, + "sup_loss": 0.6506901663098041 + }, + { + "train_step": 7026, + "sup_loss": 0.6672827917401334 + }, + { + "train_step": 7027, + "sup_loss": 0.5715441258058319 + }, + { + "train_step": 7028, + "sup_loss": 0.593622649527964 + }, + { + "train_step": 7029, + "sup_loss": 0.541397372150489 + }, + { + "train_step": 7030, + "sup_loss": 0.6432344780462618 + }, + { + "train_step": 7031, + "sup_loss": 0.6628729907628489 + }, + { + "train_step": 7032, + "sup_loss": 0.5797838584669993 + }, + { + "train_step": 7033, + "sup_loss": 0.6030292289415504 + }, + { + "train_step": 7034, + "sup_loss": 0.6077659151376558 + }, + { + "train_step": 7035, + "sup_loss": 0.5855157134469567 + }, + { + "train_step": 7036, + "sup_loss": 0.5447977623278869 + }, + { + "train_step": 7037, + "sup_loss": 0.4236718477134661 + }, + { + "train_step": 7038, + "sup_loss": 0.6691829298850831 + }, + { + "train_step": 7039, + "sup_loss": 0.43898398064830596 + }, + { + "train_step": 7040, + "sup_loss": 0.6793936154797855 + }, + { + "train_step": 7041, + "sup_loss": 0.7168725177962959 + }, + { + "train_step": 7042, + "sup_loss": 0.6357760457762542 + }, + { + "train_step": 7043, + "sup_loss": 0.6439732799754183 + }, + { + "train_step": 7044, + "sup_loss": 0.8077705477137352 + }, + { + "train_step": 7045, + "sup_loss": 0.8005180141664927 + }, + { + "train_step": 7046, + "sup_loss": 0.6578033366084881 + }, + { + "train_step": 7047, + "sup_loss": 0.6059859231007896 + }, + { + "train_step": 7048, + "sup_loss": 0.6882402293568549 + }, + { + "train_step": 7049, + "sup_loss": 0.5289750117524536 + }, + { + "train_step": 7050, + "sup_loss": 0.7689096431668424 + }, + { + "train_step": 7051, + "sup_loss": 0.7755101196628912 + }, + { + "train_step": 7052, + "sup_loss": 0.7291048717647776 + }, + { + "train_step": 7053, + "sup_loss": 0.6291367128166875 + }, + { + "train_step": 7054, + "sup_loss": 0.7197075713538236 + }, + { + "train_step": 7055, + "sup_loss": 0.7964680435609971 + }, + { + "train_step": 7056, + "sup_loss": 0.799313558068681 + }, + { + "train_step": 7057, + "sup_loss": 0.7805153247414339 + }, + { + "train_step": 7058, + "sup_loss": 0.5060066854016202 + }, + { + "train_step": 7059, + "sup_loss": 0.48402559101249815 + }, + { + "train_step": 7060, + "sup_loss": 0.6778032077458591 + }, + { + "train_step": 7061, + "sup_loss": 0.6659033946761762 + }, + { + "train_step": 7062, + "sup_loss": 0.6063235374430225 + }, + { + "train_step": 7063, + "sup_loss": 0.7974620901323326 + }, + { + "train_step": 7064, + "sup_loss": 0.37080244396156137 + }, + { + "train_step": 7065, + "sup_loss": 0.5640513353022453 + }, + { + "train_step": 7066, + "sup_loss": 0.6025193998870773 + }, + { + "train_step": 7067, + "sup_loss": 0.5576454300149489 + }, + { + "train_step": 7068, + "sup_loss": 0.6067188645788604 + }, + { + "train_step": 7069, + "sup_loss": 0.6378117631437994 + }, + { + "train_step": 7070, + "sup_loss": 0.7416205075803746 + }, + { + "train_step": 7071, + "sup_loss": 0.6085451109393124 + }, + { + "train_step": 7072, + "sup_loss": 0.6004392984969837 + }, + { + "train_step": 7073, + "sup_loss": 0.7682978005474639 + }, + { + "train_step": 7074, + "sup_loss": 0.6031075187277806 + }, + { + "train_step": 7075, + "sup_loss": 0.6810237924369247 + }, + { + "train_step": 7076, + "sup_loss": 0.7081242855836453 + }, + { + "train_step": 7077, + "sup_loss": 0.3231201804592726 + }, + { + "train_step": 7078, + "sup_loss": 0.44981964489626797 + }, + { + "train_step": 7079, + "sup_loss": 0.5976736559828766 + }, + { + "train_step": 7080, + "sup_loss": 0.7554508161521439 + }, + { + "train_step": 7081, + "sup_loss": 0.46349630629657457 + }, + { + "train_step": 7082, + "sup_loss": 0.648480485764542 + }, + { + "train_step": 7083, + "sup_loss": 0.47499277891564046 + }, + { + "train_step": 7084, + "sup_loss": 0.682715689860289 + }, + { + "train_step": 7085, + "sup_loss": 0.6044542689541395 + }, + { + "train_step": 7086, + "sup_loss": 0.42164960690355685 + }, + { + "train_step": 7087, + "sup_loss": 0.6538200271182024 + }, + { + "train_step": 7088, + "sup_loss": 0.726761379055144 + }, + { + "train_step": 7089, + "sup_loss": 0.6756285709946543 + }, + { + "train_step": 7090, + "sup_loss": 0.4354179264794139 + }, + { + "train_step": 7091, + "sup_loss": 0.41961503148470325 + }, + { + "train_step": 7092, + "sup_loss": 0.6335803370187815 + }, + { + "train_step": 7093, + "sup_loss": 0.6793863253843763 + }, + { + "train_step": 7094, + "sup_loss": 0.7386625505282195 + }, + { + "train_step": 7095, + "sup_loss": 0.5275398454383241 + }, + { + "train_step": 7096, + "sup_loss": 0.517733631453467 + }, + { + "train_step": 7097, + "sup_loss": 0.7182496392748612 + }, + { + "train_step": 7098, + "sup_loss": 0.7618633966061131 + }, + { + "train_step": 7099, + "sup_loss": 0.5429711629555827 + }, + { + "train_step": 7100, + "sup_loss": 0.5247788850012692 + }, + { + "train_step": 7101, + "sup_loss": 0.45594223002225054 + }, + { + "train_step": 7102, + "sup_loss": 0.7152034799346019 + }, + { + "train_step": 7103, + "sup_loss": 0.6013414364347778 + }, + { + "train_step": 7104, + "sup_loss": 0.6172024645101202 + }, + { + "train_step": 7105, + "sup_loss": 0.4252695142357188 + }, + { + "train_step": 7106, + "sup_loss": 0.6497382442315575 + }, + { + "train_step": 7107, + "sup_loss": 0.5699480388356938 + }, + { + "train_step": 7108, + "sup_loss": 0.7747525915106243 + }, + { + "train_step": 7109, + "sup_loss": 0.7842361369067312 + }, + { + "train_step": 7110, + "sup_loss": 0.5749701265440188 + }, + { + "train_step": 7111, + "sup_loss": 0.5214185840462332 + }, + { + "train_step": 7112, + "sup_loss": 0.5031836856222016 + }, + { + "train_step": 7113, + "sup_loss": 0.6263943384054644 + }, + { + "train_step": 7114, + "sup_loss": 0.43471346705853176 + }, + { + "train_step": 7115, + "sup_loss": 0.6383169122496327 + }, + { + "train_step": 7116, + "sup_loss": 0.6447363681038621 + }, + { + "train_step": 7117, + "sup_loss": 0.4077370723648438 + }, + { + "train_step": 7118, + "sup_loss": 0.6671531698723038 + }, + { + "train_step": 7119, + "sup_loss": 0.5841030161867897 + }, + { + "train_step": 7120, + "sup_loss": 0.6883436432355438 + }, + { + "train_step": 7121, + "sup_loss": 0.6229097114376295 + }, + { + "train_step": 7122, + "sup_loss": 0.5596267436823545 + }, + { + "train_step": 7123, + "sup_loss": 0.6316927587491086 + }, + { + "train_step": 7124, + "sup_loss": 0.5023958544162539 + }, + { + "train_step": 7125, + "sup_loss": 0.6323641819121426 + }, + { + "train_step": 7126, + "sup_loss": 0.5216290037049027 + }, + { + "train_step": 7127, + "sup_loss": 0.3254237134629822 + }, + { + "train_step": 7128, + "sup_loss": 0.48805043003623905 + }, + { + "train_step": 7129, + "sup_loss": 0.4967486430768865 + }, + { + "train_step": 7130, + "sup_loss": 0.5531525490912876 + }, + { + "train_step": 7131, + "sup_loss": 0.45903350364632345 + }, + { + "train_step": 7132, + "sup_loss": 0.5332016188155692 + }, + { + "train_step": 7133, + "sup_loss": 0.37970470358106756 + }, + { + "train_step": 7134, + "sup_loss": 0.7106438985557731 + }, + { + "train_step": 7135, + "sup_loss": 0.7820343958334993 + }, + { + "train_step": 7136, + "sup_loss": 0.6071330261870621 + }, + { + "train_step": 7137, + "sup_loss": 0.6545203407777881 + }, + { + "train_step": 7138, + "sup_loss": 0.7744484956800222 + }, + { + "train_step": 7139, + "sup_loss": 0.42293028302894864 + }, + { + "train_step": 7140, + "sup_loss": 0.778768447079925 + }, + { + "train_step": 7141, + "sup_loss": 0.5657296955984601 + }, + { + "train_step": 7142, + "sup_loss": 0.3522550635626227 + }, + { + "train_step": 7143, + "sup_loss": 0.5410427967552391 + }, + { + "train_step": 7144, + "sup_loss": 0.7474467384722465 + }, + { + "train_step": 7145, + "sup_loss": 0.7032693475052366 + }, + { + "train_step": 7146, + "sup_loss": 0.6317240535003565 + }, + { + "train_step": 7147, + "sup_loss": 0.5459136833697509 + }, + { + "train_step": 7148, + "sup_loss": 0.5495602377245247 + }, + { + "train_step": 7149, + "sup_loss": 0.691927070240746 + }, + { + "train_step": 7150, + "sup_loss": 0.765928915045357 + }, + { + "train_step": 7151, + "sup_loss": 0.7457924711572806 + }, + { + "train_step": 7152, + "sup_loss": 0.5916319329602333 + }, + { + "train_step": 7153, + "sup_loss": 0.41987517996013146 + }, + { + "train_step": 7154, + "sup_loss": 0.4576335213133526 + }, + { + "train_step": 7155, + "sup_loss": 0.7206934188909222 + }, + { + "train_step": 7156, + "sup_loss": 0.2901200117166387 + }, + { + "train_step": 7157, + "sup_loss": 0.6151053609695474 + }, + { + "train_step": 7158, + "sup_loss": 0.3841293524037242 + }, + { + "train_step": 7159, + "sup_loss": 0.5671661760586348 + }, + { + "train_step": 7160, + "sup_loss": 0.6318040702210245 + }, + { + "train_step": 7161, + "sup_loss": 0.33103855632000145 + }, + { + "train_step": 7162, + "sup_loss": 0.3508721723752662 + }, + { + "train_step": 7163, + "sup_loss": 0.7749737666125884 + }, + { + "train_step": 7164, + "sup_loss": 0.5453462299739237 + }, + { + "train_step": 7165, + "sup_loss": 0.6672205588985557 + }, + { + "train_step": 7166, + "sup_loss": 0.5661624093626945 + }, + { + "train_step": 7167, + "sup_loss": 0.41766572040438105 + }, + { + "train_step": 7168, + "sup_loss": 0.5980516549178808 + }, + { + "train_step": 7169, + "sup_loss": 0.517430687736301 + }, + { + "train_step": 7170, + "sup_loss": 0.4951683926135252 + }, + { + "train_step": 7171, + "sup_loss": 0.6635041802566528 + }, + { + "train_step": 7172, + "sup_loss": 0.5242398779947454 + }, + { + "train_step": 7173, + "sup_loss": 0.6229331981392449 + }, + { + "train_step": 7174, + "sup_loss": 0.6855620426337274 + }, + { + "train_step": 7175, + "sup_loss": 0.5523695791869454 + }, + { + "train_step": 7176, + "sup_loss": 0.7411115920404449 + }, + { + "train_step": 7177, + "sup_loss": 0.5003951804383987 + }, + { + "train_step": 7178, + "sup_loss": 0.6831125310817983 + }, + { + "train_step": 7179, + "sup_loss": 0.6847664449719518 + }, + { + "train_step": 7180, + "sup_loss": 0.48935363054015074 + }, + { + "train_step": 7181, + "sup_loss": 0.3857703924758295 + }, + { + "train_step": 7182, + "sup_loss": 0.47759459906865565 + }, + { + "train_step": 7183, + "sup_loss": 0.4207746045623406 + }, + { + "train_step": 7184, + "sup_loss": 0.5067022678414789 + }, + { + "train_step": 7185, + "sup_loss": 0.5030130184431566 + }, + { + "train_step": 7186, + "sup_loss": 0.5385298100800031 + }, + { + "train_step": 7187, + "sup_loss": 0.6815890337503379 + }, + { + "train_step": 7188, + "sup_loss": 0.713856979199298 + }, + { + "train_step": 7189, + "sup_loss": 0.606178961910198 + }, + { + "train_step": 7190, + "sup_loss": 0.4997400633188422 + }, + { + "train_step": 7191, + "sup_loss": 0.6250970711643518 + }, + { + "train_step": 7192, + "sup_loss": 0.5457439653986643 + }, + { + "train_step": 7193, + "sup_loss": 0.6302798760345488 + }, + { + "train_step": 7194, + "sup_loss": 0.6610416943331082 + }, + { + "train_step": 7195, + "sup_loss": 0.49573878767283025 + }, + { + "train_step": 7196, + "sup_loss": 0.4804777562822825 + }, + { + "train_step": 7197, + "sup_loss": 0.630765925571617 + }, + { + "train_step": 7198, + "sup_loss": 0.6468209682352307 + }, + { + "train_step": 7199, + "sup_loss": 0.7727137442132872 + }, + { + "train_step": 7200, + "sup_loss": 0.46340091768891456 + }, + { + "train_step": 7201, + "sup_loss": 0.5735820737325077 + }, + { + "train_step": 7202, + "sup_loss": 0.4854036974250633 + }, + { + "train_step": 7203, + "sup_loss": 0.7678851971871652 + }, + { + "train_step": 7204, + "sup_loss": 0.6779628518708944 + }, + { + "train_step": 7205, + "sup_loss": 0.7532615730881834 + }, + { + "train_step": 7206, + "sup_loss": 0.40466471121786296 + }, + { + "train_step": 7207, + "sup_loss": 0.7381967401574865 + }, + { + "train_step": 7208, + "sup_loss": 0.710282406489067 + }, + { + "train_step": 7209, + "sup_loss": 0.6402115766029366 + }, + { + "train_step": 7210, + "sup_loss": 0.6157000036112228 + }, + { + "train_step": 7211, + "sup_loss": 0.6441901954542427 + }, + { + "train_step": 7212, + "sup_loss": 0.5913802658047 + }, + { + "train_step": 7213, + "sup_loss": 0.546711629051655 + }, + { + "train_step": 7214, + "sup_loss": 0.6672124584584441 + }, + { + "train_step": 7215, + "sup_loss": 0.6721290672529666 + }, + { + "train_step": 7216, + "sup_loss": 0.7392076554229253 + }, + { + "train_step": 7217, + "sup_loss": 0.5860611070089512 + }, + { + "train_step": 7218, + "sup_loss": 0.6314661072005335 + }, + { + "train_step": 7219, + "sup_loss": 0.5457750003664699 + }, + { + "train_step": 7220, + "sup_loss": 0.6791858579905145 + }, + { + "train_step": 7221, + "sup_loss": 0.61185136592588 + }, + { + "train_step": 7222, + "sup_loss": 0.5974459178391588 + }, + { + "train_step": 7223, + "sup_loss": 0.4971700765512649 + }, + { + "train_step": 7224, + "sup_loss": 0.5390433271495038 + }, + { + "train_step": 7225, + "sup_loss": 0.5779897684849951 + }, + { + "train_step": 7226, + "sup_loss": 0.6691202586126939 + }, + { + "train_step": 7227, + "sup_loss": 0.5530914111342835 + }, + { + "train_step": 7228, + "sup_loss": 0.5351151014947736 + }, + { + "train_step": 7229, + "sup_loss": 0.42801524057832263 + }, + { + "train_step": 7230, + "sup_loss": 0.5652809690207016 + }, + { + "train_step": 7231, + "sup_loss": 0.4210901782736509 + }, + { + "train_step": 7232, + "sup_loss": 0.4818962090688609 + }, + { + "train_step": 7233, + "sup_loss": 0.7176516865495475 + }, + { + "train_step": 7234, + "sup_loss": 0.6037871552377684 + }, + { + "train_step": 7235, + "sup_loss": 0.7042016214177027 + }, + { + "train_step": 7236, + "sup_loss": 0.7506412211699377 + }, + { + "train_step": 7237, + "sup_loss": 0.7705127014065832 + }, + { + "train_step": 7238, + "sup_loss": 0.6953958611302267 + }, + { + "train_step": 7239, + "sup_loss": 0.689212063645426 + }, + { + "train_step": 7240, + "sup_loss": 0.6195204572821098 + }, + { + "train_step": 7241, + "sup_loss": 0.5712309652902833 + }, + { + "train_step": 7242, + "sup_loss": 0.7347951174737409 + }, + { + "train_step": 7243, + "sup_loss": 0.36703909937739393 + }, + { + "train_step": 7244, + "sup_loss": 0.5117786213013114 + }, + { + "train_step": 7245, + "sup_loss": 0.6452747476937295 + }, + { + "train_step": 7246, + "sup_loss": 0.6071220678165594 + }, + { + "train_step": 7247, + "sup_loss": 0.3733501713967689 + }, + { + "train_step": 7248, + "sup_loss": 0.6452399392628054 + }, + { + "train_step": 7249, + "sup_loss": 0.7688889680654234 + }, + { + "train_step": 7250, + "sup_loss": 0.377644510404057 + }, + { + "train_step": 7251, + "sup_loss": 0.6102186638115975 + }, + { + "train_step": 7252, + "sup_loss": 0.5068418348968585 + }, + { + "train_step": 7253, + "sup_loss": 0.7404781002587535 + }, + { + "train_step": 7254, + "sup_loss": 0.7336302829379163 + }, + { + "train_step": 7255, + "sup_loss": 0.5555658080666566 + }, + { + "train_step": 7256, + "sup_loss": 0.3418668840902377 + }, + { + "train_step": 7257, + "sup_loss": 0.4066465111385329 + }, + { + "train_step": 7258, + "sup_loss": 0.4535636384082852 + }, + { + "train_step": 7259, + "sup_loss": 0.49024178920349126 + }, + { + "train_step": 7260, + "sup_loss": 0.5916838588257866 + }, + { + "train_step": 7261, + "sup_loss": 0.5097846393651746 + }, + { + "train_step": 7262, + "sup_loss": 0.6002012555188405 + }, + { + "train_step": 7263, + "sup_loss": 0.3082568026335441 + }, + { + "train_step": 7264, + "sup_loss": 0.795687896373144 + }, + { + "train_step": 7265, + "sup_loss": 0.7267139605996453 + }, + { + "train_step": 7266, + "sup_loss": 0.5913488567849206 + }, + { + "train_step": 7267, + "sup_loss": 0.6259695875098614 + }, + { + "train_step": 7268, + "sup_loss": 0.4556017065431496 + }, + { + "train_step": 7269, + "sup_loss": 0.6017380781828111 + }, + { + "train_step": 7270, + "sup_loss": 0.71866378033787 + }, + { + "train_step": 7271, + "sup_loss": 0.5088053540350238 + }, + { + "train_step": 7272, + "sup_loss": 0.505708926934729 + }, + { + "train_step": 7273, + "sup_loss": 0.5589387512559031 + }, + { + "train_step": 7274, + "sup_loss": 0.4068503774747185 + }, + { + "train_step": 7275, + "sup_loss": 0.37268095648220906 + }, + { + "train_step": 7276, + "sup_loss": 0.5016787756976773 + }, + { + "train_step": 7277, + "sup_loss": 0.6041074913513191 + }, + { + "train_step": 7278, + "sup_loss": 0.5912804733495884 + }, + { + "train_step": 7279, + "sup_loss": 0.4922363559985522 + }, + { + "train_step": 7280, + "sup_loss": 0.6267970849879669 + }, + { + "train_step": 7281, + "sup_loss": 0.5200256791411494 + }, + { + "train_step": 7282, + "sup_loss": 0.5427838550265359 + }, + { + "train_step": 7283, + "sup_loss": 0.3108274856114197 + }, + { + "train_step": 7284, + "sup_loss": 0.7113858590750926 + }, + { + "train_step": 7285, + "sup_loss": 0.6519467492713559 + }, + { + "train_step": 7286, + "sup_loss": 0.5196004203191451 + }, + { + "train_step": 7287, + "sup_loss": 0.7280462539435074 + }, + { + "train_step": 7288, + "sup_loss": 0.6524799583580414 + }, + { + "train_step": 7289, + "sup_loss": 0.5121149355873568 + }, + { + "train_step": 7290, + "sup_loss": 0.5591166171479792 + }, + { + "train_step": 7291, + "sup_loss": 0.6753214444021218 + }, + { + "train_step": 7292, + "sup_loss": 0.5578043600792102 + }, + { + "train_step": 7293, + "sup_loss": 0.610857290411321 + }, + { + "train_step": 7294, + "sup_loss": 0.7006715077927095 + }, + { + "train_step": 7295, + "sup_loss": 0.37251296117107546 + }, + { + "train_step": 7296, + "sup_loss": 0.6650733270220329 + }, + { + "train_step": 7297, + "sup_loss": 0.47485442383014353 + }, + { + "train_step": 7298, + "sup_loss": 0.4472629101408716 + }, + { + "train_step": 7299, + "sup_loss": 0.5846786206501573 + }, + { + "train_step": 7300, + "sup_loss": 0.5919513412346072 + }, + { + "train_step": 7301, + "sup_loss": 0.6305451945837646 + }, + { + "train_step": 7302, + "sup_loss": 0.574278741117152 + }, + { + "train_step": 7303, + "sup_loss": 0.3932944747583165 + }, + { + "train_step": 7304, + "sup_loss": 0.6588984890666223 + }, + { + "train_step": 7305, + "sup_loss": 0.3903524546014156 + }, + { + "train_step": 7306, + "sup_loss": 0.5696395001782437 + }, + { + "train_step": 7307, + "sup_loss": 0.5528874504368062 + }, + { + "train_step": 7308, + "sup_loss": 0.7244868539105004 + }, + { + "train_step": 7309, + "sup_loss": 0.6565974415629982 + }, + { + "train_step": 7310, + "sup_loss": 0.8113160186053185 + }, + { + "train_step": 7311, + "sup_loss": 0.5883327067482332 + }, + { + "train_step": 7312, + "sup_loss": 0.6466312563825091 + }, + { + "train_step": 7313, + "sup_loss": 0.5659810959710648 + }, + { + "train_step": 7314, + "sup_loss": 0.5352409521640046 + }, + { + "train_step": 7315, + "sup_loss": 0.5388032443539044 + }, + { + "train_step": 7316, + "sup_loss": 0.788046014543045 + }, + { + "train_step": 7317, + "sup_loss": 0.7412088836821339 + }, + { + "train_step": 7318, + "sup_loss": 0.460818614930371 + }, + { + "train_step": 7319, + "sup_loss": 0.5394526436233332 + }, + { + "train_step": 7320, + "sup_loss": 0.6293101473145082 + }, + { + "train_step": 7321, + "sup_loss": 0.5368566627099133 + }, + { + "train_step": 7322, + "sup_loss": 0.693077396003237 + }, + { + "train_step": 7323, + "sup_loss": 0.3128673351913582 + }, + { + "train_step": 7324, + "sup_loss": 0.7030609995991023 + }, + { + "train_step": 7325, + "sup_loss": 0.3895331097382584 + }, + { + "train_step": 7326, + "sup_loss": 0.558624016576667 + }, + { + "train_step": 7327, + "sup_loss": 0.47907062047063625 + }, + { + "train_step": 7328, + "sup_loss": 0.389960087104296 + }, + { + "train_step": 7329, + "sup_loss": 0.8440807258706634 + }, + { + "train_step": 7330, + "sup_loss": 0.5823201439904673 + }, + { + "train_step": 7331, + "sup_loss": 0.48052848760317207 + }, + { + "train_step": 7332, + "sup_loss": 0.4700454278302007 + }, + { + "train_step": 7333, + "sup_loss": 0.6889033543037337 + }, + { + "train_step": 7334, + "sup_loss": 0.40170159778388276 + }, + { + "train_step": 7335, + "sup_loss": 0.5097707027515712 + }, + { + "train_step": 7336, + "sup_loss": 0.5208136405667014 + }, + { + "train_step": 7337, + "sup_loss": 0.5148517450473166 + }, + { + "train_step": 7338, + "sup_loss": 0.7408500847678088 + }, + { + "train_step": 7339, + "sup_loss": 0.3725574648666654 + }, + { + "train_step": 7340, + "sup_loss": 0.4391591179114179 + }, + { + "train_step": 7341, + "sup_loss": 0.6602651753006679 + }, + { + "train_step": 7342, + "sup_loss": 0.4538360932618821 + }, + { + "train_step": 7343, + "sup_loss": 0.6286229963526337 + }, + { + "train_step": 7344, + "sup_loss": 0.37471713343179325 + }, + { + "train_step": 7345, + "sup_loss": 0.63398663642496 + }, + { + "train_step": 7346, + "sup_loss": 0.6033647315392998 + }, + { + "train_step": 7347, + "sup_loss": 0.517103673160568 + }, + { + "train_step": 7348, + "sup_loss": 0.6845158075341348 + }, + { + "train_step": 7349, + "sup_loss": 0.5105489213901621 + }, + { + "train_step": 7350, + "sup_loss": 0.5247522642535434 + }, + { + "train_step": 7351, + "sup_loss": 0.7363089800520656 + }, + { + "train_step": 7352, + "sup_loss": 0.6034138937802787 + }, + { + "train_step": 7353, + "sup_loss": 0.3694666820407719 + }, + { + "train_step": 7354, + "sup_loss": 0.5754134930573707 + }, + { + "train_step": 7355, + "sup_loss": 0.4689409522048783 + }, + { + "train_step": 7356, + "sup_loss": 0.7469865185492162 + }, + { + "train_step": 7357, + "sup_loss": 0.5920693250283053 + }, + { + "train_step": 7358, + "sup_loss": 0.4684986161581266 + }, + { + "train_step": 7359, + "sup_loss": 0.5416623759722615 + }, + { + "train_step": 7360, + "sup_loss": 0.525992980302065 + }, + { + "train_step": 7361, + "sup_loss": 0.5986787966208985 + }, + { + "train_step": 7362, + "sup_loss": 0.6254144749406987 + }, + { + "train_step": 7363, + "sup_loss": 0.3422071358359103 + }, + { + "train_step": 7364, + "sup_loss": 0.323345549631231 + }, + { + "train_step": 7365, + "sup_loss": 0.5690232309032575 + }, + { + "train_step": 7366, + "sup_loss": 0.7330769655662484 + }, + { + "train_step": 7367, + "sup_loss": 0.5549550037835935 + }, + { + "train_step": 7368, + "sup_loss": 0.643172114085434 + }, + { + "train_step": 7369, + "sup_loss": 0.34498960410033297 + }, + { + "train_step": 7370, + "sup_loss": 0.6445080452489049 + }, + { + "train_step": 7371, + "sup_loss": 0.5724943723350328 + }, + { + "train_step": 7372, + "sup_loss": 0.6669243745419627 + }, + { + "train_step": 7373, + "sup_loss": 0.519078812264153 + }, + { + "train_step": 7374, + "sup_loss": 0.6839677843493048 + }, + { + "train_step": 7375, + "sup_loss": 0.4594194342048125 + }, + { + "train_step": 7376, + "sup_loss": 0.4521237214299709 + }, + { + "train_step": 7377, + "sup_loss": 0.5287488913024402 + }, + { + "train_step": 7378, + "sup_loss": 0.5451965390646794 + }, + { + "train_step": 7379, + "sup_loss": 0.7296478858694401 + }, + { + "train_step": 7380, + "sup_loss": 0.7434735124122686 + }, + { + "train_step": 7381, + "sup_loss": 0.5854937292521671 + }, + { + "train_step": 7382, + "sup_loss": 0.5220690955326005 + }, + { + "train_step": 7383, + "sup_loss": 0.6457378826632388 + }, + { + "train_step": 7384, + "sup_loss": 0.6488903179154755 + }, + { + "train_step": 7385, + "sup_loss": 0.6581836028390258 + }, + { + "train_step": 7386, + "sup_loss": 0.7219580620106494 + }, + { + "train_step": 7387, + "sup_loss": 0.351550542161659 + }, + { + "train_step": 7388, + "sup_loss": 0.7003212685617939 + }, + { + "train_step": 7389, + "sup_loss": 0.43859441988569237 + }, + { + "train_step": 7390, + "sup_loss": 0.4835126222533249 + }, + { + "train_step": 7391, + "sup_loss": 0.6020301857054823 + }, + { + "train_step": 7392, + "sup_loss": 0.58449855502146 + }, + { + "train_step": 7393, + "sup_loss": 0.6468967871341464 + }, + { + "train_step": 7394, + "sup_loss": 0.3857389346890698 + }, + { + "train_step": 7395, + "sup_loss": 0.535102826183928 + }, + { + "train_step": 7396, + "sup_loss": 0.4472447889986312 + }, + { + "train_step": 7397, + "sup_loss": 0.6797043569394776 + }, + { + "train_step": 7398, + "sup_loss": 0.754502905250827 + }, + { + "train_step": 7399, + "sup_loss": 0.6715846223407766 + }, + { + "train_step": 7400, + "sup_loss": 0.5596816569483374 + }, + { + "train_step": 7401, + "sup_loss": 0.553737360988779 + }, + { + "train_step": 7402, + "sup_loss": 0.5562404765632111 + }, + { + "train_step": 7403, + "sup_loss": 0.6683803330387945 + }, + { + "train_step": 7404, + "sup_loss": 0.43500779703693904 + }, + { + "train_step": 7405, + "sup_loss": 0.5961222251525622 + }, + { + "train_step": 7406, + "sup_loss": 0.5290536312092567 + }, + { + "train_step": 7407, + "sup_loss": 0.5583135022290187 + }, + { + "train_step": 7408, + "sup_loss": 0.8241350966151878 + }, + { + "train_step": 7409, + "sup_loss": 0.6126149779415705 + }, + { + "train_step": 7410, + "sup_loss": 0.3521421561858351 + }, + { + "train_step": 7411, + "sup_loss": 0.5430432695801928 + }, + { + "train_step": 7412, + "sup_loss": 0.5849647539673731 + }, + { + "train_step": 7413, + "sup_loss": 0.5326681537428385 + }, + { + "train_step": 7414, + "sup_loss": 0.5303130906768887 + }, + { + "train_step": 7415, + "sup_loss": 0.6808031912565999 + }, + { + "train_step": 7416, + "sup_loss": 0.7794707103559108 + }, + { + "train_step": 7417, + "sup_loss": 0.533540106132216 + }, + { + "train_step": 7418, + "sup_loss": 0.5547023699793756 + }, + { + "train_step": 7419, + "sup_loss": 0.49682550096979305 + }, + { + "train_step": 7420, + "sup_loss": 0.5876805413294128 + }, + { + "train_step": 7421, + "sup_loss": 0.4620758138164829 + }, + { + "train_step": 7422, + "sup_loss": 0.527503896785186 + }, + { + "train_step": 7423, + "sup_loss": 0.6205397410133126 + }, + { + "train_step": 7424, + "sup_loss": 0.6008724427775693 + }, + { + "train_step": 7425, + "sup_loss": 0.6607825310312077 + }, + { + "train_step": 7426, + "sup_loss": 0.5405636724781433 + }, + { + "train_step": 7427, + "sup_loss": 0.5158420245156353 + }, + { + "train_step": 7428, + "sup_loss": 0.6258870578330484 + }, + { + "train_step": 7429, + "sup_loss": 0.5967533270347828 + }, + { + "train_step": 7430, + "sup_loss": 0.4693693227679921 + }, + { + "train_step": 7431, + "sup_loss": 0.27878389665101166 + }, + { + "train_step": 7432, + "sup_loss": 0.6621048378585612 + }, + { + "train_step": 7433, + "sup_loss": 0.30494413800873554 + }, + { + "train_step": 7434, + "sup_loss": 0.45361924094683165 + }, + { + "train_step": 7435, + "sup_loss": 0.7475468535707669 + }, + { + "train_step": 7436, + "sup_loss": 0.2952812573406071 + }, + { + "train_step": 7437, + "sup_loss": 0.7484572044570397 + }, + { + "train_step": 7438, + "sup_loss": 0.34984417664195655 + }, + { + "train_step": 7439, + "sup_loss": 0.5096777618080665 + }, + { + "train_step": 7440, + "sup_loss": 0.6086777061143084 + }, + { + "train_step": 7441, + "sup_loss": 0.4020232950885685 + }, + { + "train_step": 7442, + "sup_loss": 0.521619306440501 + }, + { + "train_step": 7443, + "sup_loss": 0.6238157242575932 + }, + { + "train_step": 7444, + "sup_loss": 0.6852669920631036 + }, + { + "train_step": 7445, + "sup_loss": 0.6705962819266654 + }, + { + "train_step": 7446, + "sup_loss": 0.6637148805306585 + }, + { + "train_step": 7447, + "sup_loss": 0.3513576278544242 + }, + { + "train_step": 7448, + "sup_loss": 0.3497136692282295 + }, + { + "train_step": 7449, + "sup_loss": 0.3601935096832327 + }, + { + "train_step": 7450, + "sup_loss": 0.8003735944129606 + }, + { + "train_step": 7451, + "sup_loss": 0.4753979089968881 + }, + { + "train_step": 7452, + "sup_loss": 0.6176606322614769 + }, + { + "train_step": 7453, + "sup_loss": 0.7204906518360856 + }, + { + "train_step": 7454, + "sup_loss": 0.6982816161011921 + }, + { + "train_step": 7455, + "sup_loss": 0.6257384931116323 + }, + { + "train_step": 7456, + "sup_loss": 0.7183430327252928 + }, + { + "train_step": 7457, + "sup_loss": 0.6744599503470297 + }, + { + "train_step": 7458, + "sup_loss": 0.6177428878419609 + }, + { + "train_step": 7459, + "sup_loss": 0.5422724293399466 + }, + { + "train_step": 7460, + "sup_loss": 0.33639295043422535 + }, + { + "train_step": 7461, + "sup_loss": 0.582136355252636 + }, + { + "train_step": 7462, + "sup_loss": 0.6465162273535051 + }, + { + "train_step": 7463, + "sup_loss": 0.8024397842365176 + }, + { + "train_step": 7464, + "sup_loss": 0.5759822352109569 + }, + { + "train_step": 7465, + "sup_loss": 0.622533909868448 + }, + { + "train_step": 7466, + "sup_loss": 0.7707006517382632 + }, + { + "train_step": 7467, + "sup_loss": 0.6567994372730107 + }, + { + "train_step": 7468, + "sup_loss": 0.6693452499091483 + }, + { + "train_step": 7469, + "sup_loss": 0.5217323740864236 + }, + { + "train_step": 7470, + "sup_loss": 0.3614230856212121 + }, + { + "train_step": 7471, + "sup_loss": 0.4456923128184414 + }, + { + "train_step": 7472, + "sup_loss": 0.5464939555445467 + }, + { + "train_step": 7473, + "sup_loss": 0.6319283790480807 + }, + { + "train_step": 7474, + "sup_loss": 0.6988589266731097 + }, + { + "train_step": 7475, + "sup_loss": 0.7132609109354449 + }, + { + "train_step": 7476, + "sup_loss": 0.49284945842944083 + }, + { + "train_step": 7477, + "sup_loss": 0.8676239664655658 + }, + { + "train_step": 7478, + "sup_loss": 0.46334097482717124 + }, + { + "train_step": 7479, + "sup_loss": 0.6534273536453499 + }, + { + "train_step": 7480, + "sup_loss": 0.5087808563792556 + }, + { + "train_step": 7481, + "sup_loss": 0.5316165149424934 + }, + { + "train_step": 7482, + "sup_loss": 0.5171620790986384 + }, + { + "train_step": 7483, + "sup_loss": 0.5211951612054582 + }, + { + "train_step": 7484, + "sup_loss": 0.585645521205159 + }, + { + "train_step": 7485, + "sup_loss": 0.5299086155842275 + }, + { + "train_step": 7486, + "sup_loss": 0.7119475688316168 + }, + { + "train_step": 7487, + "sup_loss": 0.7043553103029336 + }, + { + "train_step": 7488, + "sup_loss": 0.5490049324946839 + }, + { + "train_step": 7489, + "sup_loss": 0.724239472112704 + }, + { + "train_step": 7490, + "sup_loss": 0.7450561446263307 + }, + { + "train_step": 7491, + "sup_loss": 0.5504322865102566 + }, + { + "train_step": 7492, + "sup_loss": 0.6345671761139271 + }, + { + "train_step": 7493, + "sup_loss": 0.7269800579433221 + }, + { + "train_step": 7494, + "sup_loss": 0.5792083155457792 + }, + { + "train_step": 7495, + "sup_loss": 0.7281178394532659 + }, + { + "train_step": 7496, + "sup_loss": 0.5845955946741708 + }, + { + "train_step": 7497, + "sup_loss": 0.6508717612476951 + }, + { + "train_step": 7498, + "sup_loss": 0.6318453592230343 + }, + { + "train_step": 7499, + "sup_loss": 0.45501495049759166 + }, + { + "train_step": 7500, + "sup_loss": 0.6766294103619763 + }, + { + "train_step": 7501, + "sup_loss": 0.5139923615166054 + }, + { + "train_step": 7502, + "sup_loss": 0.5416553416886903 + }, + { + "train_step": 7503, + "sup_loss": 0.35279906487711604 + }, + { + "train_step": 7504, + "sup_loss": 0.4868094216112555 + }, + { + "train_step": 7505, + "sup_loss": 0.6308988081824376 + }, + { + "train_step": 7506, + "sup_loss": 0.6713809655147531 + }, + { + "train_step": 7507, + "sup_loss": 0.7055880567793589 + }, + { + "train_step": 7508, + "sup_loss": 0.5685679546673224 + }, + { + "train_step": 7509, + "sup_loss": 0.5667816132131104 + }, + { + "train_step": 7510, + "sup_loss": 0.5374075238919308 + }, + { + "train_step": 7511, + "sup_loss": 0.5508209384435506 + }, + { + "train_step": 7512, + "sup_loss": 0.41688124841418683 + }, + { + "train_step": 7513, + "sup_loss": 0.553626171512204 + }, + { + "train_step": 7514, + "sup_loss": 0.5386776260553489 + }, + { + "train_step": 7515, + "sup_loss": 0.7987988703643073 + }, + { + "train_step": 7516, + "sup_loss": 0.43548760248985546 + }, + { + "train_step": 7517, + "sup_loss": 0.537587130057858 + }, + { + "train_step": 7518, + "sup_loss": 0.7784624905399863 + }, + { + "train_step": 7519, + "sup_loss": 0.561109384486425 + }, + { + "train_step": 7520, + "sup_loss": 0.732787147782416 + }, + { + "train_step": 7521, + "sup_loss": 0.5346328550745203 + }, + { + "train_step": 7522, + "sup_loss": 0.5079608542506129 + }, + { + "train_step": 7523, + "sup_loss": 0.6272389200478353 + }, + { + "train_step": 7524, + "sup_loss": 0.5759649249808358 + }, + { + "train_step": 7525, + "sup_loss": 0.5246549457495103 + }, + { + "train_step": 7526, + "sup_loss": 0.6923457310519152 + }, + { + "train_step": 7527, + "sup_loss": 0.6715232790303814 + }, + { + "train_step": 7528, + "sup_loss": 0.46045024095405307 + }, + { + "train_step": 7529, + "sup_loss": 0.6442820496978198 + }, + { + "train_step": 7530, + "sup_loss": 0.6129153771526684 + }, + { + "train_step": 7531, + "sup_loss": 0.531834729146508 + }, + { + "train_step": 7532, + "sup_loss": 0.5631745949275946 + }, + { + "train_step": 7533, + "sup_loss": 0.7039087573278718 + }, + { + "train_step": 7534, + "sup_loss": 0.389254938464791 + }, + { + "train_step": 7535, + "sup_loss": 0.7635351810237533 + }, + { + "train_step": 7536, + "sup_loss": 0.5958052598071266 + }, + { + "train_step": 7537, + "sup_loss": 0.5032357561266305 + }, + { + "train_step": 7538, + "sup_loss": 0.8145655910941342 + }, + { + "train_step": 7539, + "sup_loss": 0.7008645396884252 + }, + { + "train_step": 7540, + "sup_loss": 0.6070359091018794 + }, + { + "train_step": 7541, + "sup_loss": 0.6506731886254964 + }, + { + "train_step": 7542, + "sup_loss": 0.6594189076877488 + }, + { + "train_step": 7543, + "sup_loss": 0.4816460445158259 + }, + { + "train_step": 7544, + "sup_loss": 0.7066428570573772 + }, + { + "train_step": 7545, + "sup_loss": 0.5359572767590786 + }, + { + "train_step": 7546, + "sup_loss": 0.5386143713941818 + }, + { + "train_step": 7547, + "sup_loss": 0.4779834539048977 + }, + { + "train_step": 7548, + "sup_loss": 0.5667549434281296 + }, + { + "train_step": 7549, + "sup_loss": 0.4623490080772189 + }, + { + "train_step": 7550, + "sup_loss": 0.46038904870080305 + }, + { + "train_step": 7551, + "sup_loss": 0.4285498684307247 + }, + { + "train_step": 7552, + "sup_loss": 0.5561519213831561 + }, + { + "train_step": 7553, + "sup_loss": 0.3697561328356672 + }, + { + "train_step": 7554, + "sup_loss": 0.6567029556476907 + }, + { + "train_step": 7555, + "sup_loss": 0.6649716331141902 + }, + { + "train_step": 7556, + "sup_loss": 0.5706328011667141 + }, + { + "train_step": 7557, + "sup_loss": 0.5713132350824974 + }, + { + "train_step": 7558, + "sup_loss": 0.6615833949835244 + }, + { + "train_step": 7559, + "sup_loss": 0.4987211145500049 + }, + { + "train_step": 7560, + "sup_loss": 0.5542978187625173 + }, + { + "train_step": 7561, + "sup_loss": 0.22242858397874588 + }, + { + "train_step": 7562, + "sup_loss": 0.5858205568639584 + }, + { + "train_step": 7563, + "sup_loss": 0.41803442326715506 + }, + { + "train_step": 7564, + "sup_loss": 0.8332390320517052 + }, + { + "train_step": 7565, + "sup_loss": 0.5694420950972571 + }, + { + "train_step": 7566, + "sup_loss": 0.40823437796568807 + }, + { + "train_step": 7567, + "sup_loss": 0.800967764713855 + }, + { + "train_step": 7568, + "sup_loss": 0.47635963700406675 + }, + { + "train_step": 7569, + "sup_loss": 0.4529616230172483 + }, + { + "train_step": 7570, + "sup_loss": 0.7396973797132779 + }, + { + "train_step": 7571, + "sup_loss": 0.584481037461541 + }, + { + "train_step": 7572, + "sup_loss": 0.5020809783951314 + }, + { + "train_step": 7573, + "sup_loss": 0.6940628450256515 + }, + { + "train_step": 7574, + "sup_loss": 0.7392472231918646 + }, + { + "train_step": 7575, + "sup_loss": 0.5883136161351709 + }, + { + "train_step": 7576, + "sup_loss": 0.7073304882755588 + }, + { + "train_step": 7577, + "sup_loss": 0.6646912481109655 + }, + { + "train_step": 7578, + "sup_loss": 0.4563149444018764 + }, + { + "train_step": 7579, + "sup_loss": 0.623341363600403 + }, + { + "train_step": 7580, + "sup_loss": 0.8075884538608039 + }, + { + "train_step": 7581, + "sup_loss": 0.5290533415671331 + }, + { + "train_step": 7582, + "sup_loss": 0.46084927198327436 + }, + { + "train_step": 7583, + "sup_loss": 0.5811218676028289 + }, + { + "train_step": 7584, + "sup_loss": 0.44683057951750116 + }, + { + "train_step": 7585, + "sup_loss": 0.4882887330241099 + }, + { + "train_step": 7586, + "sup_loss": 0.528378761881301 + }, + { + "train_step": 7587, + "sup_loss": 0.6568179346793109 + }, + { + "train_step": 7588, + "sup_loss": 0.6541618943784203 + }, + { + "train_step": 7589, + "sup_loss": 0.7189519779038627 + }, + { + "train_step": 7590, + "sup_loss": 0.3892599061508814 + }, + { + "train_step": 7591, + "sup_loss": 0.5930386389134021 + }, + { + "train_step": 7592, + "sup_loss": 0.5053843977134305 + }, + { + "train_step": 7593, + "sup_loss": 0.46231194851991275 + }, + { + "train_step": 7594, + "sup_loss": 0.46595520318596195 + }, + { + "train_step": 7595, + "sup_loss": 0.786596496619834 + }, + { + "train_step": 7596, + "sup_loss": 0.5171169709929152 + }, + { + "train_step": 7597, + "sup_loss": 0.44455641341733293 + }, + { + "train_step": 7598, + "sup_loss": 0.6251716035897416 + }, + { + "train_step": 7599, + "sup_loss": 0.5702737271964355 + }, + { + "train_step": 7600, + "sup_loss": 0.5799684440152004 + }, + { + "train_step": 7601, + "sup_loss": 0.7470151402139533 + }, + { + "train_step": 7602, + "sup_loss": 0.6558581752354762 + }, + { + "train_step": 7603, + "sup_loss": 0.6635592535207729 + }, + { + "train_step": 7604, + "sup_loss": 0.7335602445473514 + }, + { + "train_step": 7605, + "sup_loss": 0.6408251426165664 + }, + { + "train_step": 7606, + "sup_loss": 0.5766606303045422 + }, + { + "train_step": 7607, + "sup_loss": 0.6932817691863261 + }, + { + "train_step": 7608, + "sup_loss": 0.5872991805962178 + }, + { + "train_step": 7609, + "sup_loss": 0.5543031972303765 + }, + { + "train_step": 7610, + "sup_loss": 0.6651213213511178 + }, + { + "train_step": 7611, + "sup_loss": 0.5011955710448402 + }, + { + "train_step": 7612, + "sup_loss": 0.3243202487259149 + }, + { + "train_step": 7613, + "sup_loss": 0.6410198877614917 + }, + { + "train_step": 7614, + "sup_loss": 0.6694263732553644 + }, + { + "train_step": 7615, + "sup_loss": 0.4945102984882182 + }, + { + "train_step": 7616, + "sup_loss": 0.624706606424536 + }, + { + "train_step": 7617, + "sup_loss": 0.7943425466948362 + }, + { + "train_step": 7618, + "sup_loss": 0.7051898483336725 + }, + { + "train_step": 7619, + "sup_loss": 0.40883684562539696 + }, + { + "train_step": 7620, + "sup_loss": 0.4935628914505942 + }, + { + "train_step": 7621, + "sup_loss": 0.7823503032934002 + }, + { + "train_step": 7622, + "sup_loss": 0.4515955822169812 + }, + { + "train_step": 7623, + "sup_loss": 0.6760075055815019 + }, + { + "train_step": 7624, + "sup_loss": 0.28736728357942254 + }, + { + "train_step": 7625, + "sup_loss": 0.6251078769465619 + }, + { + "train_step": 7626, + "sup_loss": 0.711365966963817 + }, + { + "train_step": 7627, + "sup_loss": 0.43793449934809636 + }, + { + "train_step": 7628, + "sup_loss": 0.6679428460847178 + }, + { + "train_step": 7629, + "sup_loss": 0.4682460605299091 + }, + { + "train_step": 7630, + "sup_loss": 0.6625345357015886 + }, + { + "train_step": 7631, + "sup_loss": 0.42634021045260795 + }, + { + "train_step": 7632, + "sup_loss": 0.7186470708957348 + }, + { + "train_step": 7633, + "sup_loss": 0.6018298433187688 + }, + { + "train_step": 7634, + "sup_loss": 0.5339837708845556 + }, + { + "train_step": 7635, + "sup_loss": 0.1865997119888225 + }, + { + "train_step": 7636, + "sup_loss": 0.5501652191016296 + }, + { + "train_step": 7637, + "sup_loss": 0.8294157169129291 + }, + { + "train_step": 7638, + "sup_loss": 0.5571353521750598 + }, + { + "train_step": 7639, + "sup_loss": 0.7821931808234339 + }, + { + "train_step": 7640, + "sup_loss": 0.47057341762874216 + }, + { + "train_step": 7641, + "sup_loss": 0.5570396399113601 + }, + { + "train_step": 7642, + "sup_loss": 0.3536580212378092 + }, + { + "train_step": 7643, + "sup_loss": 0.5255200589894586 + }, + { + "train_step": 7644, + "sup_loss": 0.6162653041520496 + }, + { + "train_step": 7645, + "sup_loss": 0.5786834304634246 + }, + { + "train_step": 7646, + "sup_loss": 0.6338308358912171 + }, + { + "train_step": 7647, + "sup_loss": 0.7591386180332353 + }, + { + "train_step": 7648, + "sup_loss": 0.6969934710555508 + }, + { + "train_step": 7649, + "sup_loss": 0.42050751849752066 + }, + { + "train_step": 7650, + "sup_loss": 0.4476765246215913 + }, + { + "train_step": 7651, + "sup_loss": 0.7819065281048477 + }, + { + "train_step": 7652, + "sup_loss": 0.5824722707721329 + }, + { + "train_step": 7653, + "sup_loss": 0.6591324868882886 + }, + { + "train_step": 7654, + "sup_loss": 0.5106658891272557 + }, + { + "train_step": 7655, + "sup_loss": 0.6448984096165121 + }, + { + "train_step": 7656, + "sup_loss": 0.6943088075712236 + }, + { + "train_step": 7657, + "sup_loss": 0.574650261533393 + }, + { + "train_step": 7658, + "sup_loss": 0.5383483076562896 + }, + { + "train_step": 7659, + "sup_loss": 0.480820599124707 + }, + { + "train_step": 7660, + "sup_loss": 0.4535975177497453 + }, + { + "train_step": 7661, + "sup_loss": 0.4656929758907079 + }, + { + "train_step": 7662, + "sup_loss": 0.5226403225734424 + }, + { + "train_step": 7663, + "sup_loss": 0.6152930976913017 + }, + { + "train_step": 7664, + "sup_loss": 0.6067577168994338 + }, + { + "train_step": 7665, + "sup_loss": 0.5511017604790842 + }, + { + "train_step": 7666, + "sup_loss": 0.5504386472780433 + }, + { + "train_step": 7667, + "sup_loss": 0.8578956573245521 + }, + { + "train_step": 7668, + "sup_loss": 0.5240492524704883 + }, + { + "train_step": 7669, + "sup_loss": 0.4224365296397358 + }, + { + "train_step": 7670, + "sup_loss": 0.39240919603317964 + }, + { + "train_step": 7671, + "sup_loss": 0.4209079396970131 + }, + { + "train_step": 7672, + "sup_loss": 0.546465365389929 + }, + { + "train_step": 7673, + "sup_loss": 0.4593948647647627 + }, + { + "train_step": 7674, + "sup_loss": 0.6573464561789267 + }, + { + "train_step": 7675, + "sup_loss": 0.7171852288026858 + }, + { + "train_step": 7676, + "sup_loss": 0.5208031827837812 + }, + { + "train_step": 7677, + "sup_loss": 0.77082737337726 + }, + { + "train_step": 7678, + "sup_loss": 0.5338540270845687 + }, + { + "train_step": 7679, + "sup_loss": 0.5543922289025967 + }, + { + "train_step": 7680, + "sup_loss": 0.6912705772554071 + }, + { + "train_step": 7681, + "sup_loss": 0.6492012066067813 + }, + { + "train_step": 7682, + "sup_loss": 0.7058702472779795 + }, + { + "train_step": 7683, + "sup_loss": 0.5940080685913831 + }, + { + "train_step": 7684, + "sup_loss": 0.6409252174351087 + }, + { + "train_step": 7685, + "sup_loss": 1.0380905520016883 + }, + { + "train_step": 7686, + "sup_loss": 0.6801927171002327 + }, + { + "train_step": 7687, + "sup_loss": 0.37490948453862144 + }, + { + "train_step": 7688, + "sup_loss": 0.32497616604374985 + }, + { + "train_step": 7689, + "sup_loss": 0.6638057227069804 + }, + { + "train_step": 7690, + "sup_loss": 0.695695122633711 + }, + { + "train_step": 7691, + "sup_loss": 0.6093121960315898 + }, + { + "train_step": 7692, + "sup_loss": 0.33569081987249977 + }, + { + "train_step": 7693, + "sup_loss": 0.8039426620644319 + }, + { + "train_step": 7694, + "sup_loss": 0.7105095358559175 + }, + { + "train_step": 7695, + "sup_loss": 0.39819485380875097 + }, + { + "train_step": 7696, + "sup_loss": 0.5278012571577286 + }, + { + "train_step": 7697, + "sup_loss": 0.9659844564827235 + }, + { + "train_step": 7698, + "sup_loss": 0.509491790763257 + }, + { + "train_step": 7699, + "sup_loss": 0.7649481910124089 + }, + { + "train_step": 7700, + "sup_loss": 0.7478958192785445 + }, + { + "train_step": 7701, + "sup_loss": 0.7253617037090895 + }, + { + "train_step": 7702, + "sup_loss": 0.8117667265196912 + }, + { + "train_step": 7703, + "sup_loss": 0.8006928598568687 + }, + { + "train_step": 7704, + "sup_loss": 0.5359561487265851 + }, + { + "train_step": 7705, + "sup_loss": 0.37485357652330964 + }, + { + "train_step": 7706, + "sup_loss": 0.3570847103129957 + }, + { + "train_step": 7707, + "sup_loss": 0.27313979220598505 + }, + { + "train_step": 7708, + "sup_loss": 0.6641281102541525 + }, + { + "train_step": 7709, + "sup_loss": 0.5409013108066696 + }, + { + "train_step": 7710, + "sup_loss": 0.6659086034391292 + }, + { + "train_step": 7711, + "sup_loss": 0.5611397993629936 + }, + { + "train_step": 7712, + "sup_loss": 0.636366381892667 + }, + { + "train_step": 7713, + "sup_loss": 0.548091241249737 + }, + { + "train_step": 7714, + "sup_loss": 0.547680654027797 + }, + { + "train_step": 7715, + "sup_loss": 0.33174126314304847 + }, + { + "train_step": 7716, + "sup_loss": 0.5128242690836501 + }, + { + "train_step": 7717, + "sup_loss": 0.5813965186749712 + }, + { + "train_step": 7718, + "sup_loss": 0.7036810607922676 + }, + { + "train_step": 7719, + "sup_loss": 0.6181575062089004 + }, + { + "train_step": 7720, + "sup_loss": 0.5365957594245752 + }, + { + "train_step": 7721, + "sup_loss": 0.650741134906266 + }, + { + "train_step": 7722, + "sup_loss": 0.757060167866217 + }, + { + "train_step": 7723, + "sup_loss": 0.6437609220976643 + }, + { + "train_step": 7724, + "sup_loss": 0.6191377467422868 + }, + { + "train_step": 7725, + "sup_loss": 0.5144146500620275 + }, + { + "train_step": 7726, + "sup_loss": 0.5709920548523153 + }, + { + "train_step": 7727, + "sup_loss": 0.6384465786841083 + }, + { + "train_step": 7728, + "sup_loss": 0.70992688046624 + }, + { + "train_step": 7729, + "sup_loss": 0.570027885011005 + }, + { + "train_step": 7730, + "sup_loss": 0.5496820270468805 + }, + { + "train_step": 7731, + "sup_loss": 0.4159686860493743 + }, + { + "train_step": 7732, + "sup_loss": 0.6170130064265428 + }, + { + "train_step": 7733, + "sup_loss": 0.5944682635917459 + }, + { + "train_step": 7734, + "sup_loss": 0.7201989271840394 + }, + { + "train_step": 7735, + "sup_loss": 0.6472500120769883 + }, + { + "train_step": 7736, + "sup_loss": 0.5686080595126577 + }, + { + "train_step": 7737, + "sup_loss": 0.5167705859081513 + }, + { + "train_step": 7738, + "sup_loss": 0.5593909639554737 + }, + { + "train_step": 7739, + "sup_loss": 0.7027581830866646 + }, + { + "train_step": 7740, + "sup_loss": 0.700825784430794 + }, + { + "train_step": 7741, + "sup_loss": 0.7401980847573643 + }, + { + "train_step": 7742, + "sup_loss": 0.5552684648801705 + }, + { + "train_step": 7743, + "sup_loss": 0.5811613737925629 + }, + { + "train_step": 7744, + "sup_loss": 0.5558320467367035 + }, + { + "train_step": 7745, + "sup_loss": 0.44497082117366593 + }, + { + "train_step": 7746, + "sup_loss": 0.39467232106788236 + }, + { + "train_step": 7747, + "sup_loss": 0.5291376541802764 + }, + { + "train_step": 7748, + "sup_loss": 0.5495222789340644 + }, + { + "train_step": 7749, + "sup_loss": 0.5708652525750335 + }, + { + "train_step": 7750, + "sup_loss": 0.5235236522505873 + }, + { + "train_step": 7751, + "sup_loss": 0.7676508908935022 + }, + { + "train_step": 7752, + "sup_loss": 0.6232892231756422 + }, + { + "train_step": 7753, + "sup_loss": 0.5293511746074935 + }, + { + "train_step": 7754, + "sup_loss": 0.5248874012301427 + }, + { + "train_step": 7755, + "sup_loss": 0.5273787007095011 + }, + { + "train_step": 7756, + "sup_loss": 0.5643115561102365 + }, + { + "train_step": 7757, + "sup_loss": 0.5969398553447534 + }, + { + "train_step": 7758, + "sup_loss": 0.6839435635149829 + }, + { + "train_step": 7759, + "sup_loss": 0.4316109512280317 + }, + { + "train_step": 7760, + "sup_loss": 0.8487678418609702 + }, + { + "train_step": 7761, + "sup_loss": 0.4845963605752816 + }, + { + "train_step": 7762, + "sup_loss": 0.6263342657818042 + }, + { + "train_step": 7763, + "sup_loss": 0.3205721243802259 + }, + { + "train_step": 7764, + "sup_loss": 0.5483842483947583 + }, + { + "train_step": 7765, + "sup_loss": 0.43161997184343426 + }, + { + "train_step": 7766, + "sup_loss": 0.3272726114745184 + }, + { + "train_step": 7767, + "sup_loss": 0.5114974874793436 + }, + { + "train_step": 7768, + "sup_loss": 0.5736483631190699 + }, + { + "train_step": 7769, + "sup_loss": 0.5781540036878247 + }, + { + "train_step": 7770, + "sup_loss": 0.46148634202595773 + }, + { + "train_step": 7771, + "sup_loss": 0.5342647301716537 + }, + { + "train_step": 7772, + "sup_loss": 0.561049994422579 + }, + { + "train_step": 7773, + "sup_loss": 0.6493804634100161 + }, + { + "train_step": 7774, + "sup_loss": 0.6980947378233581 + }, + { + "train_step": 7775, + "sup_loss": 0.3606367033452525 + }, + { + "train_step": 7776, + "sup_loss": 0.7057649422680136 + }, + { + "train_step": 7777, + "sup_loss": 0.60753951391664 + }, + { + "train_step": 7778, + "sup_loss": 0.6049749908249309 + }, + { + "train_step": 7779, + "sup_loss": 0.3979328013554995 + }, + { + "train_step": 7780, + "sup_loss": 0.7030414155481605 + }, + { + "train_step": 7781, + "sup_loss": 0.48224852445627386 + }, + { + "train_step": 7782, + "sup_loss": 0.6847327972945935 + }, + { + "train_step": 7783, + "sup_loss": 0.6728927140301274 + }, + { + "train_step": 7784, + "sup_loss": 0.6832956576664221 + }, + { + "train_step": 7785, + "sup_loss": 0.5055269157316757 + }, + { + "train_step": 7786, + "sup_loss": 0.5726858712038245 + }, + { + "train_step": 7787, + "sup_loss": 0.5468654118428895 + }, + { + "train_step": 7788, + "sup_loss": 0.49259350208709524 + }, + { + "train_step": 7789, + "sup_loss": 0.5021269799290362 + }, + { + "train_step": 7790, + "sup_loss": 0.5801035653592628 + }, + { + "train_step": 7791, + "sup_loss": 0.5177734847799893 + }, + { + "train_step": 7792, + "sup_loss": 0.44686222463893693 + }, + { + "train_step": 7793, + "sup_loss": 0.6419494841006108 + }, + { + "train_step": 7794, + "sup_loss": 0.3564480321623196 + }, + { + "train_step": 7795, + "sup_loss": 0.37461581403920224 + }, + { + "train_step": 7796, + "sup_loss": 0.6196318567170781 + }, + { + "train_step": 7797, + "sup_loss": 0.5155699310769397 + }, + { + "train_step": 7798, + "sup_loss": 0.34819603797085796 + }, + { + "train_step": 7799, + "sup_loss": 0.6308799634978522 + }, + { + "train_step": 7800, + "sup_loss": 0.22204462943827144 + }, + { + "train_step": 7801, + "sup_loss": 0.6155289547672447 + }, + { + "train_step": 7802, + "sup_loss": 0.5213862390359203 + }, + { + "train_step": 7803, + "sup_loss": 0.548406750559005 + }, + { + "train_step": 7804, + "sup_loss": 0.5732090873859288 + }, + { + "train_step": 7805, + "sup_loss": 0.5373222390906819 + }, + { + "train_step": 7806, + "sup_loss": 0.6396924660576238 + }, + { + "train_step": 7807, + "sup_loss": 0.4040380087144165 + }, + { + "train_step": 7808, + "sup_loss": 0.6109088273668093 + }, + { + "train_step": 7809, + "sup_loss": 0.6209853799241039 + }, + { + "train_step": 7810, + "sup_loss": 0.7247670996225801 + }, + { + "train_step": 7811, + "sup_loss": 0.6795624338301504 + }, + { + "train_step": 7812, + "sup_loss": 0.7210913913193315 + }, + { + "train_step": 7813, + "sup_loss": 0.48958287671159273 + }, + { + "train_step": 7814, + "sup_loss": 0.6978170035024766 + }, + { + "train_step": 7815, + "sup_loss": 0.6009225859356639 + }, + { + "train_step": 7816, + "sup_loss": 0.6142231373096646 + }, + { + "train_step": 7817, + "sup_loss": 0.583108690061532 + }, + { + "train_step": 7818, + "sup_loss": 0.6173600657834252 + }, + { + "train_step": 7819, + "sup_loss": 0.7399158870193899 + }, + { + "train_step": 7820, + "sup_loss": 0.36552118717474014 + }, + { + "train_step": 7821, + "sup_loss": 0.6060653739313908 + }, + { + "train_step": 7822, + "sup_loss": 0.7887588259063248 + }, + { + "train_step": 7823, + "sup_loss": 0.6270401730822011 + }, + { + "train_step": 7824, + "sup_loss": 0.5528604114252962 + }, + { + "train_step": 7825, + "sup_loss": 0.6386318117284051 + }, + { + "train_step": 7826, + "sup_loss": 0.6867107099869986 + }, + { + "train_step": 7827, + "sup_loss": 0.4594461442529048 + }, + { + "train_step": 7828, + "sup_loss": 0.5739038726131802 + }, + { + "train_step": 7829, + "sup_loss": 0.8026818882201756 + }, + { + "train_step": 7830, + "sup_loss": 0.47836006620163973 + }, + { + "train_step": 7831, + "sup_loss": 0.7323707673186733 + }, + { + "train_step": 7832, + "sup_loss": 0.41862170359175105 + }, + { + "train_step": 7833, + "sup_loss": 0.5645816223112456 + }, + { + "train_step": 7834, + "sup_loss": 0.5421887234061783 + }, + { + "train_step": 7835, + "sup_loss": 0.5697512028929221 + }, + { + "train_step": 7836, + "sup_loss": 0.522983174500154 + }, + { + "train_step": 7837, + "sup_loss": 0.5502624632824151 + }, + { + "train_step": 7838, + "sup_loss": 0.4367829233770558 + }, + { + "train_step": 7839, + "sup_loss": 0.5069733453929965 + }, + { + "train_step": 7840, + "sup_loss": 0.2882913520507568 + }, + { + "train_step": 7841, + "sup_loss": 0.6046093254896042 + }, + { + "train_step": 7842, + "sup_loss": 0.5095944219624818 + }, + { + "train_step": 7843, + "sup_loss": 0.6504656192043882 + }, + { + "train_step": 7844, + "sup_loss": 0.2621752664850726 + }, + { + "train_step": 7845, + "sup_loss": 0.5958351212983 + }, + { + "train_step": 7846, + "sup_loss": 0.6652797699968476 + }, + { + "train_step": 7847, + "sup_loss": 0.4697310239559356 + }, + { + "train_step": 7848, + "sup_loss": 0.5191006806549596 + }, + { + "train_step": 7849, + "sup_loss": 0.4246406199452502 + }, + { + "train_step": 7850, + "sup_loss": 0.46292099517587776 + }, + { + "train_step": 7851, + "sup_loss": 0.6715173866463134 + }, + { + "train_step": 7852, + "sup_loss": 0.4090902808902661 + }, + { + "train_step": 7853, + "sup_loss": 0.6506447483009399 + }, + { + "train_step": 7854, + "sup_loss": 0.6097978777327087 + }, + { + "train_step": 7855, + "sup_loss": 0.5321030362177052 + }, + { + "train_step": 7856, + "sup_loss": 0.531070231780553 + }, + { + "train_step": 7857, + "sup_loss": 0.49449785243472755 + }, + { + "train_step": 7858, + "sup_loss": 0.6210753932966284 + }, + { + "train_step": 7859, + "sup_loss": 0.507967605679082 + }, + { + "train_step": 7860, + "sup_loss": 0.5787738355220081 + }, + { + "train_step": 7861, + "sup_loss": 0.5074442246244409 + }, + { + "train_step": 7862, + "sup_loss": 0.6253677747956743 + }, + { + "train_step": 7863, + "sup_loss": 0.497631676472806 + }, + { + "train_step": 7864, + "sup_loss": 0.5141464293911847 + }, + { + "train_step": 7865, + "sup_loss": 0.6477356391653977 + }, + { + "train_step": 7866, + "sup_loss": 0.5748650671559702 + }, + { + "train_step": 7867, + "sup_loss": 0.46019852036355535 + }, + { + "train_step": 7868, + "sup_loss": 0.6749491729285367 + }, + { + "train_step": 7869, + "sup_loss": 0.5831699820998335 + }, + { + "train_step": 7870, + "sup_loss": 0.5595998404305987 + }, + { + "train_step": 7871, + "sup_loss": 0.748777334812728 + }, + { + "train_step": 7872, + "sup_loss": 0.45884393887124164 + }, + { + "train_step": 7873, + "sup_loss": 0.608902792881065 + }, + { + "train_step": 7874, + "sup_loss": 0.49940890610849176 + }, + { + "train_step": 7875, + "sup_loss": 0.6543663074590913 + }, + { + "train_step": 7876, + "sup_loss": 0.6820390573851798 + }, + { + "train_step": 7877, + "sup_loss": 0.6081186027241946 + }, + { + "train_step": 7878, + "sup_loss": 0.4409057087128727 + }, + { + "train_step": 7879, + "sup_loss": 0.7090144782196078 + }, + { + "train_step": 7880, + "sup_loss": 0.48485719166684726 + }, + { + "train_step": 7881, + "sup_loss": 0.7271209497139294 + }, + { + "train_step": 7882, + "sup_loss": 0.4789480972824595 + }, + { + "train_step": 7883, + "sup_loss": 0.5478803361475139 + }, + { + "train_step": 7884, + "sup_loss": 0.6889717581431655 + }, + { + "train_step": 7885, + "sup_loss": 0.6269474272620831 + }, + { + "train_step": 7886, + "sup_loss": 0.6409355993471496 + }, + { + "train_step": 7887, + "sup_loss": 0.7418167270068652 + }, + { + "train_step": 7888, + "sup_loss": 0.7343268698690032 + }, + { + "train_step": 7889, + "sup_loss": 0.5152810845554802 + }, + { + "train_step": 7890, + "sup_loss": 0.6805662230726227 + }, + { + "train_step": 7891, + "sup_loss": 0.7418577326242962 + }, + { + "train_step": 7892, + "sup_loss": 0.41875611315326805 + }, + { + "train_step": 7893, + "sup_loss": 0.6584489557635154 + }, + { + "train_step": 7894, + "sup_loss": 0.6896778090710518 + }, + { + "train_step": 7895, + "sup_loss": 0.4541953117309981 + }, + { + "train_step": 7896, + "sup_loss": 0.42869113789962426 + }, + { + "train_step": 7897, + "sup_loss": 0.4881004233691845 + }, + { + "train_step": 7898, + "sup_loss": 0.6052492763650987 + }, + { + "train_step": 7899, + "sup_loss": 0.5691169959505608 + }, + { + "train_step": 7900, + "sup_loss": 0.7876102911993048 + }, + { + "train_step": 7901, + "sup_loss": 0.5274385577210408 + }, + { + "train_step": 7902, + "sup_loss": 0.5621789944452215 + }, + { + "train_step": 7903, + "sup_loss": 0.5756195203937644 + }, + { + "train_step": 7904, + "sup_loss": 0.808650482917965 + }, + { + "train_step": 7905, + "sup_loss": 0.6486424748169949 + }, + { + "train_step": 7906, + "sup_loss": 0.46761956969572743 + }, + { + "train_step": 7907, + "sup_loss": 0.45226634245798986 + }, + { + "train_step": 7908, + "sup_loss": 0.5441294641955994 + }, + { + "train_step": 7909, + "sup_loss": 0.6141758166488611 + }, + { + "train_step": 7910, + "sup_loss": 0.45933173409738387 + }, + { + "train_step": 7911, + "sup_loss": 0.4503649724653306 + }, + { + "train_step": 7912, + "sup_loss": 0.4722941044984229 + }, + { + "train_step": 7913, + "sup_loss": 0.6462606323545765 + }, + { + "train_step": 7914, + "sup_loss": 0.5951415649799109 + }, + { + "train_step": 7915, + "sup_loss": 0.5159089797712316 + }, + { + "train_step": 7916, + "sup_loss": 0.3844881357369525 + }, + { + "train_step": 7917, + "sup_loss": 0.26952364942342777 + }, + { + "train_step": 7918, + "sup_loss": 0.4868406863491722 + }, + { + "train_step": 7919, + "sup_loss": 0.6066250639978832 + }, + { + "train_step": 7920, + "sup_loss": 0.8462903248717911 + }, + { + "train_step": 7921, + "sup_loss": 0.7095378843734997 + }, + { + "train_step": 7922, + "sup_loss": 0.7654588843526157 + }, + { + "train_step": 7923, + "sup_loss": 0.5102448290277554 + }, + { + "train_step": 7924, + "sup_loss": 0.6172027975710408 + }, + { + "train_step": 7925, + "sup_loss": 0.7243996065713438 + }, + { + "train_step": 7926, + "sup_loss": 0.6041685974438888 + }, + { + "train_step": 7927, + "sup_loss": 0.5372431927153356 + }, + { + "train_step": 7928, + "sup_loss": 0.5849828578115449 + }, + { + "train_step": 7929, + "sup_loss": 0.6450780438160293 + }, + { + "train_step": 7930, + "sup_loss": 0.7387374424403317 + }, + { + "train_step": 7931, + "sup_loss": 0.23658729299180736 + }, + { + "train_step": 7932, + "sup_loss": 0.6171847037300733 + }, + { + "train_step": 7933, + "sup_loss": 0.49142384607008016 + }, + { + "train_step": 7934, + "sup_loss": 0.523561896193464 + }, + { + "train_step": 7935, + "sup_loss": 0.5458877817106106 + }, + { + "train_step": 7936, + "sup_loss": 0.7255166713558907 + }, + { + "train_step": 7937, + "sup_loss": 0.717109157471544 + }, + { + "train_step": 7938, + "sup_loss": 0.7930975681823853 + }, + { + "train_step": 7939, + "sup_loss": 1.2217909724448366 + }, + { + "train_step": 7940, + "sup_loss": 0.6268200762029652 + }, + { + "train_step": 7941, + "sup_loss": 0.7270139057856426 + }, + { + "train_step": 7942, + "sup_loss": 0.8838973428285184 + }, + { + "train_step": 7943, + "sup_loss": 0.5183953357477779 + }, + { + "train_step": 7944, + "sup_loss": 0.4272550719914784 + }, + { + "train_step": 7945, + "sup_loss": 0.46738710583458076 + }, + { + "train_step": 7946, + "sup_loss": 0.49740188587249523 + }, + { + "train_step": 7947, + "sup_loss": 0.7983041202954394 + }, + { + "train_step": 7948, + "sup_loss": 0.5903086883145023 + }, + { + "train_step": 7949, + "sup_loss": 0.7412434322076102 + }, + { + "train_step": 7950, + "sup_loss": 0.5675281408022828 + }, + { + "train_step": 7951, + "sup_loss": 0.654923330743323 + }, + { + "train_step": 7952, + "sup_loss": 0.9363577020737767 + }, + { + "train_step": 7953, + "sup_loss": 0.5403930068784888 + }, + { + "train_step": 7954, + "sup_loss": 0.5601474136544555 + }, + { + "train_step": 7955, + "sup_loss": 0.566794319654651 + }, + { + "train_step": 7956, + "sup_loss": 0.7646597395519982 + }, + { + "train_step": 7957, + "sup_loss": 0.46252935533651734 + }, + { + "train_step": 7958, + "sup_loss": 0.5911444750892182 + }, + { + "train_step": 7959, + "sup_loss": 0.5503448439613796 + }, + { + "train_step": 7960, + "sup_loss": 0.5151243208501827 + }, + { + "train_step": 7961, + "sup_loss": 0.6305801556300656 + }, + { + "train_step": 7962, + "sup_loss": 0.4274147700459323 + }, + { + "train_step": 7963, + "sup_loss": 0.6207071901480463 + }, + { + "train_step": 7964, + "sup_loss": 0.5066695653240328 + }, + { + "train_step": 7965, + "sup_loss": 0.3330724480768681 + }, + { + "train_step": 7966, + "sup_loss": 0.5286384178867378 + }, + { + "train_step": 7967, + "sup_loss": 0.43142536347391314 + }, + { + "train_step": 7968, + "sup_loss": 0.45233340423294166 + }, + { + "train_step": 7969, + "sup_loss": 0.6971307984045974 + }, + { + "train_step": 7970, + "sup_loss": 0.3351547959795279 + }, + { + "train_step": 7971, + "sup_loss": 0.7340597920565219 + }, + { + "train_step": 7972, + "sup_loss": 0.5279841356148768 + }, + { + "train_step": 7973, + "sup_loss": 0.39853566090671166 + }, + { + "train_step": 7974, + "sup_loss": 0.4032031359051268 + }, + { + "train_step": 7975, + "sup_loss": 0.5994382501627014 + }, + { + "train_step": 7976, + "sup_loss": 0.6501822104186076 + }, + { + "train_step": 7977, + "sup_loss": 0.7894068578143435 + }, + { + "train_step": 7978, + "sup_loss": 0.6165845195119424 + }, + { + "train_step": 7979, + "sup_loss": 0.4650308569180926 + }, + { + "train_step": 7980, + "sup_loss": 0.4574932920214129 + }, + { + "train_step": 7981, + "sup_loss": 0.5496093375250873 + }, + { + "train_step": 7982, + "sup_loss": 0.6200453701759424 + }, + { + "train_step": 7983, + "sup_loss": 0.5349415779208938 + }, + { + "train_step": 7984, + "sup_loss": 0.5358976370097436 + }, + { + "train_step": 7985, + "sup_loss": 0.39352427412437574 + }, + { + "train_step": 7986, + "sup_loss": 0.5272304538960257 + }, + { + "train_step": 7987, + "sup_loss": 0.6116563919144191 + }, + { + "train_step": 7988, + "sup_loss": 0.7193036167106223 + }, + { + "train_step": 7989, + "sup_loss": 0.24242650802059793 + }, + { + "train_step": 7990, + "sup_loss": 0.5256498761143663 + }, + { + "train_step": 7991, + "sup_loss": 0.6252919503690126 + }, + { + "train_step": 7992, + "sup_loss": 0.5421917545500992 + }, + { + "train_step": 7993, + "sup_loss": 0.5599411265322716 + }, + { + "train_step": 7994, + "sup_loss": 0.4138727942447874 + }, + { + "train_step": 7995, + "sup_loss": 0.6191212083140218 + }, + { + "train_step": 7996, + "sup_loss": 0.6976497304334476 + }, + { + "train_step": 7997, + "sup_loss": 0.6843072513489673 + }, + { + "train_step": 7998, + "sup_loss": 0.520016577601225 + }, + { + "train_step": 7999, + "sup_loss": 0.4662618353715519 + }, + { + "train_step": 8000, + "sup_loss": 0.6232723756817337 + }, + { + "train_step": 8001, + "sup_loss": 0.6605536350855626 + }, + { + "train_step": 8002, + "sup_loss": 0.623514784391757 + }, + { + "train_step": 8003, + "sup_loss": 0.4723038600525647 + }, + { + "train_step": 8004, + "sup_loss": 0.5688234804590678 + }, + { + "train_step": 8005, + "sup_loss": 0.47851700028461736 + }, + { + "train_step": 8006, + "sup_loss": 0.5749361188521569 + }, + { + "train_step": 8007, + "sup_loss": 0.3786539318241935 + }, + { + "train_step": 8008, + "sup_loss": 0.5484271302575205 + }, + { + "train_step": 8009, + "sup_loss": 0.29280308917063014 + }, + { + "train_step": 8010, + "sup_loss": 0.769947706024001 + }, + { + "train_step": 8011, + "sup_loss": 0.6114126531612339 + }, + { + "train_step": 8012, + "sup_loss": 0.552473792993791 + }, + { + "train_step": 8013, + "sup_loss": 0.5312722247376236 + }, + { + "train_step": 8014, + "sup_loss": 0.3369672265645739 + }, + { + "train_step": 8015, + "sup_loss": 0.6160676185361589 + }, + { + "train_step": 8016, + "sup_loss": 0.7250328603132569 + }, + { + "train_step": 8017, + "sup_loss": 0.6058032060455159 + }, + { + "train_step": 8018, + "sup_loss": 0.553008074470234 + }, + { + "train_step": 8019, + "sup_loss": 0.7192962721542037 + }, + { + "train_step": 8020, + "sup_loss": 0.6558496439265195 + }, + { + "train_step": 8021, + "sup_loss": 0.7023502038398775 + }, + { + "train_step": 8022, + "sup_loss": 0.6736401406188843 + }, + { + "train_step": 8023, + "sup_loss": 0.7055242285985435 + }, + { + "train_step": 8024, + "sup_loss": 0.6060351345841443 + }, + { + "train_step": 8025, + "sup_loss": 0.3140204594975635 + }, + { + "train_step": 8026, + "sup_loss": 0.5180833175727652 + }, + { + "train_step": 8027, + "sup_loss": 0.7367949375386253 + }, + { + "train_step": 8028, + "sup_loss": 0.5012492394955336 + }, + { + "train_step": 8029, + "sup_loss": 0.5007152974118846 + }, + { + "train_step": 8030, + "sup_loss": 0.5634562136257584 + }, + { + "train_step": 8031, + "sup_loss": 0.6876051323343454 + }, + { + "train_step": 8032, + "sup_loss": 0.6256227300372271 + }, + { + "train_step": 8033, + "sup_loss": 0.6294338261749942 + }, + { + "train_step": 8034, + "sup_loss": 0.40223084288013583 + }, + { + "train_step": 8035, + "sup_loss": 0.4651182032043167 + }, + { + "train_step": 8036, + "sup_loss": 0.6387326942119709 + }, + { + "train_step": 8037, + "sup_loss": 0.6538997132362177 + }, + { + "train_step": 8038, + "sup_loss": 0.481491867818134 + }, + { + "train_step": 8039, + "sup_loss": 0.523928160539285 + }, + { + "train_step": 8040, + "sup_loss": 0.5443652039010535 + }, + { + "train_step": 8041, + "sup_loss": 0.5267004637309534 + }, + { + "train_step": 8042, + "sup_loss": 0.5344057545878838 + }, + { + "train_step": 8043, + "sup_loss": 0.5861191769219292 + }, + { + "train_step": 8044, + "sup_loss": 0.6491722654457215 + }, + { + "train_step": 8045, + "sup_loss": 0.7053650994878482 + }, + { + "train_step": 8046, + "sup_loss": 0.6874061071394556 + }, + { + "train_step": 8047, + "sup_loss": 0.5190809757735361 + }, + { + "train_step": 8048, + "sup_loss": 0.6752120409093507 + }, + { + "train_step": 8049, + "sup_loss": 0.4196060009725597 + }, + { + "train_step": 8050, + "sup_loss": 0.5048775279549051 + }, + { + "train_step": 8051, + "sup_loss": 0.45397944486570424 + }, + { + "train_step": 8052, + "sup_loss": 0.37135573154853246 + }, + { + "train_step": 8053, + "sup_loss": 0.5566476610669909 + }, + { + "train_step": 8054, + "sup_loss": 0.7574065627084201 + }, + { + "train_step": 8055, + "sup_loss": 0.4079905337028802 + }, + { + "train_step": 8056, + "sup_loss": 0.7909210446824144 + }, + { + "train_step": 8057, + "sup_loss": 0.5786104444266394 + }, + { + "train_step": 8058, + "sup_loss": 0.5361509846303446 + }, + { + "train_step": 8059, + "sup_loss": 0.32495075266869206 + }, + { + "train_step": 8060, + "sup_loss": 0.6125958881638274 + }, + { + "train_step": 8061, + "sup_loss": 0.5643548930621967 + }, + { + "train_step": 8062, + "sup_loss": 0.5762610970807245 + }, + { + "train_step": 8063, + "sup_loss": 0.6550811171064244 + }, + { + "train_step": 8064, + "sup_loss": 0.6356658591254293 + }, + { + "train_step": 8065, + "sup_loss": 0.7035597480114997 + }, + { + "train_step": 8066, + "sup_loss": 0.5677126440812361 + }, + { + "train_step": 8067, + "sup_loss": 0.730905472969673 + }, + { + "train_step": 8068, + "sup_loss": 0.739143885686013 + }, + { + "train_step": 8069, + "sup_loss": 0.4176661844208664 + }, + { + "train_step": 8070, + "sup_loss": 0.3979446520632325 + }, + { + "train_step": 8071, + "sup_loss": 0.7179620938934222 + }, + { + "train_step": 8072, + "sup_loss": 0.5155671853217659 + }, + { + "train_step": 8073, + "sup_loss": 0.6252951006180288 + }, + { + "train_step": 8074, + "sup_loss": 0.5659414844305323 + }, + { + "train_step": 8075, + "sup_loss": 0.5164270999486938 + }, + { + "train_step": 8076, + "sup_loss": 0.5597365334982571 + }, + { + "train_step": 8077, + "sup_loss": 0.589897765352108 + }, + { + "train_step": 8078, + "sup_loss": 0.7175196649348353 + }, + { + "train_step": 8079, + "sup_loss": 0.37791089470505096 + }, + { + "train_step": 8080, + "sup_loss": 0.6374104696740365 + }, + { + "train_step": 8081, + "sup_loss": 0.6529807057175261 + }, + { + "train_step": 8082, + "sup_loss": 0.5943595979749494 + }, + { + "train_step": 8083, + "sup_loss": 0.7323299980271496 + }, + { + "train_step": 8084, + "sup_loss": 0.63416171303017 + }, + { + "train_step": 8085, + "sup_loss": 0.6146495593353353 + }, + { + "train_step": 8086, + "sup_loss": 0.4405211302287074 + }, + { + "train_step": 8087, + "sup_loss": 0.7748137345291456 + }, + { + "train_step": 8088, + "sup_loss": 0.6575857469044543 + }, + { + "train_step": 8089, + "sup_loss": 0.613421849982822 + }, + { + "train_step": 8090, + "sup_loss": 0.5702194952325933 + }, + { + "train_step": 8091, + "sup_loss": 0.4639989660603408 + }, + { + "train_step": 8092, + "sup_loss": 0.5812475675771286 + }, + { + "train_step": 8093, + "sup_loss": 0.540557005022993 + }, + { + "train_step": 8094, + "sup_loss": 0.5225571482617155 + }, + { + "train_step": 8095, + "sup_loss": 0.6277708256941982 + }, + { + "train_step": 8096, + "sup_loss": 0.7263195680995576 + }, + { + "train_step": 8097, + "sup_loss": 0.47718666436350865 + }, + { + "train_step": 8098, + "sup_loss": 0.3962760771072636 + }, + { + "train_step": 8099, + "sup_loss": 0.8318111962097542 + }, + { + "train_step": 8100, + "sup_loss": 0.3280932018378135 + }, + { + "train_step": 8101, + "sup_loss": 0.7220728440011825 + }, + { + "train_step": 8102, + "sup_loss": 0.6297358304865901 + }, + { + "train_step": 8103, + "sup_loss": 0.4144937780863968 + }, + { + "train_step": 8104, + "sup_loss": 0.3756405926454641 + }, + { + "train_step": 8105, + "sup_loss": 0.3419260434384875 + }, + { + "train_step": 8106, + "sup_loss": 0.38460881037948347 + }, + { + "train_step": 8107, + "sup_loss": 0.5480448717963928 + }, + { + "train_step": 8108, + "sup_loss": 0.5208584571603505 + }, + { + "train_step": 8109, + "sup_loss": 0.5710313457179464 + }, + { + "train_step": 8110, + "sup_loss": 1.0430844590728245 + }, + { + "train_step": 8111, + "sup_loss": 0.5514913888046723 + }, + { + "train_step": 8112, + "sup_loss": 0.4949759575511747 + }, + { + "train_step": 8113, + "sup_loss": 0.49160527579310587 + }, + { + "train_step": 8114, + "sup_loss": 0.4067230530703934 + }, + { + "train_step": 8115, + "sup_loss": 0.5069436027763953 + }, + { + "train_step": 8116, + "sup_loss": 0.42026075327842954 + }, + { + "train_step": 8117, + "sup_loss": 0.6383908187970508 + }, + { + "train_step": 8118, + "sup_loss": 0.4733201432862839 + }, + { + "train_step": 8119, + "sup_loss": 0.38956988905220047 + }, + { + "train_step": 8120, + "sup_loss": 0.6158337985793587 + }, + { + "train_step": 8121, + "sup_loss": 0.6365798390753632 + }, + { + "train_step": 8122, + "sup_loss": 0.40325972329206417 + }, + { + "train_step": 8123, + "sup_loss": 0.6786858563397532 + }, + { + "train_step": 8124, + "sup_loss": 0.5107047185358378 + }, + { + "train_step": 8125, + "sup_loss": 0.6710755008481691 + }, + { + "train_step": 8126, + "sup_loss": 0.5208027148370714 + }, + { + "train_step": 8127, + "sup_loss": 0.38137798650796617 + }, + { + "train_step": 8128, + "sup_loss": 0.5720589025647629 + }, + { + "train_step": 8129, + "sup_loss": 0.4987035938947827 + }, + { + "train_step": 8130, + "sup_loss": 0.5336254350459552 + }, + { + "train_step": 8131, + "sup_loss": 0.5406566700466526 + }, + { + "train_step": 8132, + "sup_loss": 0.4798285904878753 + }, + { + "train_step": 8133, + "sup_loss": 0.3891118646050991 + }, + { + "train_step": 8134, + "sup_loss": 0.5334724888529346 + }, + { + "train_step": 8135, + "sup_loss": 0.34604997408703175 + }, + { + "train_step": 8136, + "sup_loss": 0.5435835389638761 + }, + { + "train_step": 8137, + "sup_loss": 0.5905140199048002 + }, + { + "train_step": 8138, + "sup_loss": 0.5300037500034386 + }, + { + "train_step": 8139, + "sup_loss": 0.5580187422118983 + }, + { + "train_step": 8140, + "sup_loss": 0.614345410752924 + }, + { + "train_step": 8141, + "sup_loss": 0.6910715159691114 + }, + { + "train_step": 8142, + "sup_loss": 0.655584982221652 + }, + { + "train_step": 8143, + "sup_loss": 0.6491004945487852 + }, + { + "train_step": 8144, + "sup_loss": 0.5383056375915658 + }, + { + "train_step": 8145, + "sup_loss": 0.33969674816618656 + }, + { + "train_step": 8146, + "sup_loss": 0.35662455531027454 + }, + { + "train_step": 8147, + "sup_loss": 0.74647203241869 + }, + { + "train_step": 8148, + "sup_loss": 0.6175240538717586 + }, + { + "train_step": 8149, + "sup_loss": 0.4809999471232445 + }, + { + "train_step": 8150, + "sup_loss": 0.5189543206578165 + }, + { + "train_step": 8151, + "sup_loss": 0.7528074335385984 + }, + { + "train_step": 8152, + "sup_loss": 0.5931300289154863 + }, + { + "train_step": 8153, + "sup_loss": 0.6429976040906183 + }, + { + "train_step": 8154, + "sup_loss": 0.49663457042144615 + }, + { + "train_step": 8155, + "sup_loss": 0.6552925879441305 + }, + { + "train_step": 8156, + "sup_loss": 0.5746254546115708 + }, + { + "train_step": 8157, + "sup_loss": 0.7327091076205683 + }, + { + "train_step": 8158, + "sup_loss": 0.42931528903083643 + }, + { + "train_step": 8159, + "sup_loss": 0.4851156313773053 + }, + { + "train_step": 8160, + "sup_loss": 0.5582147076567964 + }, + { + "train_step": 8161, + "sup_loss": 0.6774682222203607 + }, + { + "train_step": 8162, + "sup_loss": 0.6070728437989168 + }, + { + "train_step": 8163, + "sup_loss": 0.6419117037040325 + }, + { + "train_step": 8164, + "sup_loss": 0.5979736468881083 + }, + { + "train_step": 8165, + "sup_loss": 0.5380225348042402 + }, + { + "train_step": 8166, + "sup_loss": 0.6579068570204829 + }, + { + "train_step": 8167, + "sup_loss": 0.37680418790844455 + }, + { + "train_step": 8168, + "sup_loss": 0.61499641741072 + }, + { + "train_step": 8169, + "sup_loss": 0.6292274221783085 + }, + { + "train_step": 8170, + "sup_loss": 0.5854668199131181 + }, + { + "train_step": 8171, + "sup_loss": 0.6560371479794175 + }, + { + "train_step": 8172, + "sup_loss": 0.4325569448539325 + }, + { + "train_step": 8173, + "sup_loss": 0.6350699934994207 + }, + { + "train_step": 8174, + "sup_loss": 0.4458807450570787 + }, + { + "train_step": 8175, + "sup_loss": 0.5375188573214419 + }, + { + "train_step": 8176, + "sup_loss": 0.7097618159079855 + }, + { + "train_step": 8177, + "sup_loss": 0.5331062535504818 + }, + { + "train_step": 8178, + "sup_loss": 0.5608091985847193 + }, + { + "train_step": 8179, + "sup_loss": 0.6694805261732356 + }, + { + "train_step": 8180, + "sup_loss": 0.44065407426332076 + }, + { + "train_step": 8181, + "sup_loss": 0.5714056579407017 + }, + { + "train_step": 8182, + "sup_loss": 0.4641420923376223 + }, + { + "train_step": 8183, + "sup_loss": 0.641385510850923 + }, + { + "train_step": 8184, + "sup_loss": 0.4890408292818357 + }, + { + "train_step": 8185, + "sup_loss": 0.5821149175086616 + }, + { + "train_step": 8186, + "sup_loss": 0.5463338255402722 + }, + { + "train_step": 8187, + "sup_loss": 0.7402612791057842 + }, + { + "train_step": 8188, + "sup_loss": 0.42904007586016785 + }, + { + "train_step": 8189, + "sup_loss": 0.6378471889964563 + }, + { + "train_step": 8190, + "sup_loss": 0.647295820292576 + }, + { + "train_step": 8191, + "sup_loss": 0.48294041807103116 + }, + { + "train_step": 8192, + "sup_loss": 0.6233085215169913 + }, + { + "train_step": 8193, + "sup_loss": 0.5493766243033216 + }, + { + "train_step": 8194, + "sup_loss": 0.5296124139512091 + }, + { + "train_step": 8195, + "sup_loss": 0.2699340521046792 + }, + { + "train_step": 8196, + "sup_loss": 0.35773708959398864 + }, + { + "train_step": 8197, + "sup_loss": 0.5470897195857296 + }, + { + "train_step": 8198, + "sup_loss": 0.7511434874878046 + }, + { + "train_step": 8199, + "sup_loss": 0.5321462597625294 + }, + { + "train_step": 8200, + "sup_loss": 0.6611584992259327 + }, + { + "train_step": 8201, + "sup_loss": 0.4815715368419877 + }, + { + "train_step": 8202, + "sup_loss": 0.6947486115997599 + }, + { + "train_step": 8203, + "sup_loss": 0.5143270178336017 + }, + { + "train_step": 8204, + "sup_loss": 0.6276345041727823 + }, + { + "train_step": 8205, + "sup_loss": 0.6435938963580916 + }, + { + "train_step": 8206, + "sup_loss": 0.6618576442112412 + }, + { + "train_step": 8207, + "sup_loss": 0.6093220938910564 + }, + { + "train_step": 8208, + "sup_loss": 0.5600366317360742 + }, + { + "train_step": 8209, + "sup_loss": 0.6726591666980242 + }, + { + "train_step": 8210, + "sup_loss": 0.5511924564642015 + }, + { + "train_step": 8211, + "sup_loss": 0.39892681630690624 + }, + { + "train_step": 8212, + "sup_loss": 0.6113070563049108 + }, + { + "train_step": 8213, + "sup_loss": 0.6174762310308572 + }, + { + "train_step": 8214, + "sup_loss": 0.6528693927242121 + }, + { + "train_step": 8215, + "sup_loss": 0.887743521927035 + }, + { + "train_step": 8216, + "sup_loss": 0.5049673231704693 + }, + { + "train_step": 8217, + "sup_loss": 0.7429504004876535 + }, + { + "train_step": 8218, + "sup_loss": 0.5979165236999665 + }, + { + "train_step": 8219, + "sup_loss": 0.3605319273584926 + }, + { + "train_step": 8220, + "sup_loss": 0.6721440029626375 + }, + { + "train_step": 8221, + "sup_loss": 0.4551490037045119 + }, + { + "train_step": 8222, + "sup_loss": 0.5352796046872812 + }, + { + "train_step": 8223, + "sup_loss": 0.594296640175978 + }, + { + "train_step": 8224, + "sup_loss": 0.5300857958182247 + }, + { + "train_step": 8225, + "sup_loss": 0.5323004853113531 + }, + { + "train_step": 8226, + "sup_loss": 0.5744180585598738 + }, + { + "train_step": 8227, + "sup_loss": 0.5801025539642136 + }, + { + "train_step": 8228, + "sup_loss": 0.557343361859301 + }, + { + "train_step": 8229, + "sup_loss": 0.5523516498977239 + }, + { + "train_step": 8230, + "sup_loss": 0.6031331891393529 + }, + { + "train_step": 8231, + "sup_loss": 0.535227384638091 + }, + { + "train_step": 8232, + "sup_loss": 0.5083559155800702 + }, + { + "train_step": 8233, + "sup_loss": 0.6035478160437769 + }, + { + "train_step": 8234, + "sup_loss": 0.6102617676746555 + }, + { + "train_step": 8235, + "sup_loss": 0.623752161837336 + }, + { + "train_step": 8236, + "sup_loss": 0.7040188035527642 + }, + { + "train_step": 8237, + "sup_loss": 0.6397928576539664 + }, + { + "train_step": 8238, + "sup_loss": 0.578453040438661 + }, + { + "train_step": 8239, + "sup_loss": 0.5814440742261004 + }, + { + "train_step": 8240, + "sup_loss": 0.15391065325152986 + }, + { + "train_step": 8241, + "sup_loss": 0.5443464432732625 + }, + { + "train_step": 8242, + "sup_loss": 0.5030240152933746 + }, + { + "train_step": 8243, + "sup_loss": 0.49307869664293397 + }, + { + "train_step": 8244, + "sup_loss": 0.6354666790039172 + }, + { + "train_step": 8245, + "sup_loss": 0.5932437151674712 + }, + { + "train_step": 8246, + "sup_loss": 0.6182815549489804 + }, + { + "train_step": 8247, + "sup_loss": 0.4656219555113804 + }, + { + "train_step": 8248, + "sup_loss": 0.47146851282119406 + }, + { + "train_step": 8249, + "sup_loss": 0.5362364503461345 + }, + { + "train_step": 8250, + "sup_loss": 0.7538045015258903 + }, + { + "train_step": 8251, + "sup_loss": 0.4622839951492899 + }, + { + "train_step": 8252, + "sup_loss": 0.43811148180978754 + }, + { + "train_step": 8253, + "sup_loss": 0.6725508051819102 + }, + { + "train_step": 8254, + "sup_loss": 0.6509970886118432 + }, + { + "train_step": 8255, + "sup_loss": 0.7391135293863227 + }, + { + "train_step": 8256, + "sup_loss": 0.45249942944690325 + }, + { + "train_step": 8257, + "sup_loss": 0.6843551602744078 + }, + { + "train_step": 8258, + "sup_loss": 0.7433488562717672 + }, + { + "train_step": 8259, + "sup_loss": 0.5711750661973899 + }, + { + "train_step": 8260, + "sup_loss": 0.4380805293925881 + }, + { + "train_step": 8261, + "sup_loss": 0.592385677456735 + }, + { + "train_step": 8262, + "sup_loss": 0.5592997827943529 + }, + { + "train_step": 8263, + "sup_loss": 0.6772086063028697 + }, + { + "train_step": 8264, + "sup_loss": 0.6388014904321239 + }, + { + "train_step": 8265, + "sup_loss": 0.7167545872279651 + }, + { + "train_step": 8266, + "sup_loss": 0.4474222150281281 + }, + { + "train_step": 8267, + "sup_loss": 0.2651148965654415 + }, + { + "train_step": 8268, + "sup_loss": 0.6742846749306328 + }, + { + "train_step": 8269, + "sup_loss": 0.49730070444775004 + }, + { + "train_step": 8270, + "sup_loss": 0.43872591256226845 + }, + { + "train_step": 8271, + "sup_loss": 0.47401815606549613 + }, + { + "train_step": 8272, + "sup_loss": 0.6712673698887428 + }, + { + "train_step": 8273, + "sup_loss": 0.6229911979250614 + }, + { + "train_step": 8274, + "sup_loss": 0.6361207301507004 + }, + { + "train_step": 8275, + "sup_loss": 0.48063367411822167 + }, + { + "train_step": 8276, + "sup_loss": 0.6051304377140853 + }, + { + "train_step": 8277, + "sup_loss": 0.6578830884140602 + }, + { + "train_step": 8278, + "sup_loss": 0.49417465894110635 + }, + { + "train_step": 8279, + "sup_loss": 0.4323719974699158 + }, + { + "train_step": 8280, + "sup_loss": 0.6924786363465932 + }, + { + "train_step": 8281, + "sup_loss": 0.33956422951240445 + }, + { + "train_step": 8282, + "sup_loss": 0.49123312310276007 + }, + { + "train_step": 8283, + "sup_loss": 0.6539030209565528 + }, + { + "train_step": 8284, + "sup_loss": 0.7041693828121187 + }, + { + "train_step": 8285, + "sup_loss": 0.6818978520877301 + }, + { + "train_step": 8286, + "sup_loss": 0.5287876941407283 + }, + { + "train_step": 8287, + "sup_loss": 0.4469305649318996 + }, + { + "train_step": 8288, + "sup_loss": 0.5566332257612713 + }, + { + "train_step": 8289, + "sup_loss": 0.6727803382634037 + }, + { + "train_step": 8290, + "sup_loss": 0.546952834823746 + }, + { + "train_step": 8291, + "sup_loss": 0.3707111413185623 + }, + { + "train_step": 8292, + "sup_loss": 0.6081886218439503 + }, + { + "train_step": 8293, + "sup_loss": 0.4827737640279093 + }, + { + "train_step": 8294, + "sup_loss": 0.5073542100442314 + }, + { + "train_step": 8295, + "sup_loss": 0.5284162097020022 + }, + { + "train_step": 8296, + "sup_loss": 0.49271719773405037 + }, + { + "train_step": 8297, + "sup_loss": 0.5752519663291167 + }, + { + "train_step": 8298, + "sup_loss": 0.5821162114802231 + }, + { + "train_step": 8299, + "sup_loss": 0.6011082526752523 + }, + { + "train_step": 8300, + "sup_loss": 0.5799524557049346 + }, + { + "train_step": 8301, + "sup_loss": 0.7898838141698675 + }, + { + "train_step": 8302, + "sup_loss": 0.6895453677070346 + }, + { + "train_step": 8303, + "sup_loss": 0.8258193054082344 + }, + { + "train_step": 8304, + "sup_loss": 0.6269601380502454 + }, + { + "train_step": 8305, + "sup_loss": 0.6549284428627867 + }, + { + "train_step": 8306, + "sup_loss": 0.5271024959840928 + }, + { + "train_step": 8307, + "sup_loss": 0.6113079418646439 + }, + { + "train_step": 8308, + "sup_loss": 0.5599355165660659 + }, + { + "train_step": 8309, + "sup_loss": 0.5268887674203611 + }, + { + "train_step": 8310, + "sup_loss": 0.42121477435993915 + }, + { + "train_step": 8311, + "sup_loss": 0.5318585292882289 + }, + { + "train_step": 8312, + "sup_loss": 0.777729224695093 + }, + { + "train_step": 8313, + "sup_loss": 0.44649033208393396 + }, + { + "train_step": 8314, + "sup_loss": 0.876188689667172 + }, + { + "train_step": 8315, + "sup_loss": 0.4622703830503096 + }, + { + "train_step": 8316, + "sup_loss": 0.5581774828925148 + }, + { + "train_step": 8317, + "sup_loss": 0.36362446758517863 + }, + { + "train_step": 8318, + "sup_loss": 0.5607171419171666 + }, + { + "train_step": 8319, + "sup_loss": 0.6095137362225239 + }, + { + "train_step": 8320, + "sup_loss": 0.4479722126961602 + }, + { + "train_step": 8321, + "sup_loss": 0.48515611326546093 + }, + { + "train_step": 8322, + "sup_loss": 0.5163534363718394 + }, + { + "train_step": 8323, + "sup_loss": 0.6962717429940851 + }, + { + "train_step": 8324, + "sup_loss": 0.40834746405420735 + }, + { + "train_step": 8325, + "sup_loss": 0.6877846898974552 + }, + { + "train_step": 8326, + "sup_loss": 0.6477080422122719 + }, + { + "train_step": 8327, + "sup_loss": 0.5631528188329402 + }, + { + "train_step": 8328, + "sup_loss": 0.585969905477301 + }, + { + "train_step": 8329, + "sup_loss": 0.42261873265189615 + }, + { + "train_step": 8330, + "sup_loss": 0.5306451793389653 + }, + { + "train_step": 8331, + "sup_loss": 0.47630752850185876 + }, + { + "train_step": 8332, + "sup_loss": 0.636454314142865 + }, + { + "train_step": 8333, + "sup_loss": 0.48460417932237687 + }, + { + "train_step": 8334, + "sup_loss": 0.5341661035279149 + }, + { + "train_step": 8335, + "sup_loss": 0.6225608737913381 + }, + { + "train_step": 8336, + "sup_loss": 0.6909668826868698 + }, + { + "train_step": 8337, + "sup_loss": 0.4558367320612167 + }, + { + "train_step": 8338, + "sup_loss": 0.5055064768129193 + }, + { + "train_step": 8339, + "sup_loss": 0.7253303008644041 + }, + { + "train_step": 8340, + "sup_loss": 0.6522176991112159 + }, + { + "train_step": 8341, + "sup_loss": 0.611048291918266 + }, + { + "train_step": 8342, + "sup_loss": 0.6248406808500666 + }, + { + "train_step": 8343, + "sup_loss": 0.6307018109808418 + }, + { + "train_step": 8344, + "sup_loss": 0.5806044053580854 + }, + { + "train_step": 8345, + "sup_loss": 0.48650467344187537 + }, + { + "train_step": 8346, + "sup_loss": 0.40985436016334953 + }, + { + "train_step": 8347, + "sup_loss": 0.6112294965419737 + }, + { + "train_step": 8348, + "sup_loss": 0.5220085476386129 + }, + { + "train_step": 8349, + "sup_loss": 0.6087852444278868 + }, + { + "train_step": 8350, + "sup_loss": 0.7554355893476549 + }, + { + "train_step": 8351, + "sup_loss": 0.6428716631816712 + }, + { + "train_step": 8352, + "sup_loss": 0.7120698706293848 + }, + { + "train_step": 8353, + "sup_loss": 0.3766744102743188 + }, + { + "train_step": 8354, + "sup_loss": 0.6995781085368593 + }, + { + "train_step": 8355, + "sup_loss": 0.4683982229000129 + }, + { + "train_step": 8356, + "sup_loss": 0.5297384204744194 + }, + { + "train_step": 8357, + "sup_loss": 0.6532671339269375 + }, + { + "train_step": 8358, + "sup_loss": 0.4972050741253181 + }, + { + "train_step": 8359, + "sup_loss": 0.6133405997499847 + }, + { + "train_step": 8360, + "sup_loss": 0.6206993548741695 + }, + { + "train_step": 8361, + "sup_loss": 0.7151389010614767 + }, + { + "train_step": 8362, + "sup_loss": 0.5872172546069669 + }, + { + "train_step": 8363, + "sup_loss": 0.450592368890177 + }, + { + "train_step": 8364, + "sup_loss": 0.585841272997685 + }, + { + "train_step": 8365, + "sup_loss": 0.4592197498580908 + }, + { + "train_step": 8366, + "sup_loss": 0.5032230768237551 + }, + { + "train_step": 8367, + "sup_loss": 0.7022941020175849 + }, + { + "train_step": 8368, + "sup_loss": 0.41147905863331835 + }, + { + "train_step": 8369, + "sup_loss": 0.48604737298678413 + }, + { + "train_step": 8370, + "sup_loss": 0.512961643332081 + }, + { + "train_step": 8371, + "sup_loss": 0.5922515076373897 + }, + { + "train_step": 8372, + "sup_loss": 0.562837371502785 + }, + { + "train_step": 8373, + "sup_loss": 0.6851199000483701 + }, + { + "train_step": 8374, + "sup_loss": 0.6593555114799223 + }, + { + "train_step": 8375, + "sup_loss": 0.6959397269970634 + }, + { + "train_step": 8376, + "sup_loss": 0.7942854582517047 + }, + { + "train_step": 8377, + "sup_loss": 0.4870672052440648 + }, + { + "train_step": 8378, + "sup_loss": 0.7355269637695441 + }, + { + "train_step": 8379, + "sup_loss": 0.4859543067167595 + }, + { + "train_step": 8380, + "sup_loss": 0.6429233639846067 + }, + { + "train_step": 8381, + "sup_loss": 0.71824962854378 + }, + { + "train_step": 8382, + "sup_loss": 0.7090983397679672 + }, + { + "train_step": 8383, + "sup_loss": 0.6506732848860899 + }, + { + "train_step": 8384, + "sup_loss": 0.38276561001507553 + }, + { + "train_step": 8385, + "sup_loss": 0.7637266389657573 + }, + { + "train_step": 8386, + "sup_loss": 0.3997093113534632 + }, + { + "train_step": 8387, + "sup_loss": 0.7910834494294776 + }, + { + "train_step": 8388, + "sup_loss": 0.4195000417085124 + }, + { + "train_step": 8389, + "sup_loss": 0.6419169258209511 + }, + { + "train_step": 8390, + "sup_loss": 0.5360467667338372 + }, + { + "train_step": 8391, + "sup_loss": 0.4750606240364892 + }, + { + "train_step": 8392, + "sup_loss": 0.4185581252523523 + }, + { + "train_step": 8393, + "sup_loss": 0.6542103879152452 + }, + { + "train_step": 8394, + "sup_loss": 0.5938433562159078 + }, + { + "train_step": 8395, + "sup_loss": 0.6096748597140447 + }, + { + "train_step": 8396, + "sup_loss": 0.4456366274275734 + }, + { + "train_step": 8397, + "sup_loss": 0.4675554707039987 + }, + { + "train_step": 8398, + "sup_loss": 0.5490773636484035 + }, + { + "train_step": 8399, + "sup_loss": 0.6714031997243147 + }, + { + "train_step": 8400, + "sup_loss": 0.5688331494746935 + }, + { + "train_step": 8401, + "sup_loss": 0.6449033404340423 + }, + { + "train_step": 8402, + "sup_loss": 0.4111376853996326 + }, + { + "train_step": 8403, + "sup_loss": 0.6045557188781553 + }, + { + "train_step": 8404, + "sup_loss": 0.5600560709325233 + }, + { + "train_step": 8405, + "sup_loss": 0.7692198899806564 + }, + { + "train_step": 8406, + "sup_loss": 0.6564497016132018 + }, + { + "train_step": 8407, + "sup_loss": 0.5205121988593743 + }, + { + "train_step": 8408, + "sup_loss": 0.5653612641160048 + }, + { + "train_step": 8409, + "sup_loss": 0.5834304783936415 + }, + { + "train_step": 8410, + "sup_loss": 0.5514751947357561 + }, + { + "train_step": 8411, + "sup_loss": 0.7860690992721349 + }, + { + "train_step": 8412, + "sup_loss": 0.5769863825685815 + }, + { + "train_step": 8413, + "sup_loss": 0.5807796390670943 + }, + { + "train_step": 8414, + "sup_loss": 0.47834252588360204 + }, + { + "train_step": 8415, + "sup_loss": 0.6086040805435969 + }, + { + "train_step": 8416, + "sup_loss": 0.672944146189328 + }, + { + "train_step": 8417, + "sup_loss": 0.6303654650205801 + }, + { + "train_step": 8418, + "sup_loss": 0.44505892020482996 + }, + { + "train_step": 8419, + "sup_loss": 0.5517138068741719 + }, + { + "train_step": 8420, + "sup_loss": 0.560183910218828 + }, + { + "train_step": 8421, + "sup_loss": 0.49969228132716625 + }, + { + "train_step": 8422, + "sup_loss": 0.48107428538216807 + }, + { + "train_step": 8423, + "sup_loss": 0.29475409110134093 + }, + { + "train_step": 8424, + "sup_loss": 0.6339133090036819 + }, + { + "train_step": 8425, + "sup_loss": 0.6662051174649617 + }, + { + "train_step": 8426, + "sup_loss": 0.5546917223356856 + }, + { + "train_step": 8427, + "sup_loss": 0.9838426340672245 + }, + { + "train_step": 8428, + "sup_loss": 0.6248164290806002 + }, + { + "train_step": 8429, + "sup_loss": 0.6076430061753805 + }, + { + "train_step": 8430, + "sup_loss": 0.6334781546077893 + }, + { + "train_step": 8431, + "sup_loss": 0.5910978744419287 + }, + { + "train_step": 8432, + "sup_loss": 0.37923993086067187 + }, + { + "train_step": 8433, + "sup_loss": 0.4366055627399839 + }, + { + "train_step": 8434, + "sup_loss": 0.5411761676270455 + }, + { + "train_step": 8435, + "sup_loss": 0.5013592569985914 + }, + { + "train_step": 8436, + "sup_loss": 0.5739856736867497 + }, + { + "train_step": 8437, + "sup_loss": 0.5793339747556235 + }, + { + "train_step": 8438, + "sup_loss": 0.3449542858041188 + }, + { + "train_step": 8439, + "sup_loss": 0.6051240975155471 + }, + { + "train_step": 8440, + "sup_loss": 0.4686571744602528 + }, + { + "train_step": 8441, + "sup_loss": 0.6085186312129526 + }, + { + "train_step": 8442, + "sup_loss": 0.803014504880826 + }, + { + "train_step": 8443, + "sup_loss": 0.5232335363451541 + }, + { + "train_step": 8444, + "sup_loss": 0.7068994362937344 + }, + { + "train_step": 8445, + "sup_loss": 0.6410509459891355 + }, + { + "train_step": 8446, + "sup_loss": 0.5008355367777242 + }, + { + "train_step": 8447, + "sup_loss": 0.4857473460253528 + }, + { + "train_step": 8448, + "sup_loss": 0.5253987342943744 + }, + { + "train_step": 8449, + "sup_loss": 0.5168582805709095 + }, + { + "train_step": 8450, + "sup_loss": 0.4283661241604103 + }, + { + "train_step": 8451, + "sup_loss": 0.5514865329630425 + }, + { + "train_step": 8452, + "sup_loss": 0.560687054537524 + }, + { + "train_step": 8453, + "sup_loss": 0.5542808618547319 + }, + { + "train_step": 8454, + "sup_loss": 0.6436369103408639 + }, + { + "train_step": 8455, + "sup_loss": 0.5930251013856181 + }, + { + "train_step": 8456, + "sup_loss": 0.4840688113310601 + }, + { + "train_step": 8457, + "sup_loss": 0.6311454265860565 + }, + { + "train_step": 8458, + "sup_loss": 0.8450569338882674 + }, + { + "train_step": 8459, + "sup_loss": 0.8266980225936243 + }, + { + "train_step": 8460, + "sup_loss": 0.5947253187283056 + }, + { + "train_step": 8461, + "sup_loss": 0.6422619970035328 + }, + { + "train_step": 8462, + "sup_loss": 0.48824375963999117 + }, + { + "train_step": 8463, + "sup_loss": 0.710664187852957 + }, + { + "train_step": 8464, + "sup_loss": 0.4099532004855276 + }, + { + "train_step": 8465, + "sup_loss": 0.485298594137765 + }, + { + "train_step": 8466, + "sup_loss": 0.45344626787479236 + }, + { + "train_step": 8467, + "sup_loss": 0.49711682998861073 + }, + { + "train_step": 8468, + "sup_loss": 0.20814376189014988 + }, + { + "train_step": 8469, + "sup_loss": 0.5612231782020012 + }, + { + "train_step": 8470, + "sup_loss": 0.5386134763260116 + }, + { + "train_step": 8471, + "sup_loss": 0.5727644891266315 + }, + { + "train_step": 8472, + "sup_loss": 0.5531621570252853 + }, + { + "train_step": 8473, + "sup_loss": 0.6288795741771798 + }, + { + "train_step": 8474, + "sup_loss": 0.8111177406504774 + }, + { + "train_step": 8475, + "sup_loss": 0.6115049825801526 + }, + { + "train_step": 8476, + "sup_loss": 0.6953320211663355 + }, + { + "train_step": 8477, + "sup_loss": 0.6613070549115386 + }, + { + "train_step": 8478, + "sup_loss": 0.4687135511915051 + }, + { + "train_step": 8479, + "sup_loss": 0.7967565502347518 + }, + { + "train_step": 8480, + "sup_loss": 0.5825182114923682 + }, + { + "train_step": 8481, + "sup_loss": 0.49852669685731066 + }, + { + "train_step": 8482, + "sup_loss": 0.6790918954011204 + }, + { + "train_step": 8483, + "sup_loss": 0.6765212169867473 + }, + { + "train_step": 8484, + "sup_loss": 0.6783376930442934 + }, + { + "train_step": 8485, + "sup_loss": 0.5081026535264954 + }, + { + "train_step": 8486, + "sup_loss": 0.3677293149228993 + }, + { + "train_step": 8487, + "sup_loss": 0.7196642154006481 + }, + { + "train_step": 8488, + "sup_loss": 0.448845290906883 + }, + { + "train_step": 8489, + "sup_loss": 0.5060899881381481 + }, + { + "train_step": 8490, + "sup_loss": 0.5221300103810108 + }, + { + "train_step": 8491, + "sup_loss": 0.7216560432662588 + }, + { + "train_step": 8492, + "sup_loss": 0.502678025596028 + }, + { + "train_step": 8493, + "sup_loss": 0.6307123781441805 + }, + { + "train_step": 8494, + "sup_loss": 0.6254968609682354 + }, + { + "train_step": 8495, + "sup_loss": 0.6899489124711847 + }, + { + "train_step": 8496, + "sup_loss": 0.6766209122627284 + }, + { + "train_step": 8497, + "sup_loss": 0.3512167846845837 + }, + { + "train_step": 8498, + "sup_loss": 0.76280814295322 + }, + { + "train_step": 8499, + "sup_loss": 0.26705559938001516 + }, + { + "train_step": 8500, + "sup_loss": 0.7003089982571657 + }, + { + "train_step": 8501, + "sup_loss": 0.6265537710661593 + }, + { + "train_step": 8502, + "sup_loss": 0.5043278434461967 + }, + { + "train_step": 8503, + "sup_loss": 0.7067967875581244 + }, + { + "train_step": 8504, + "sup_loss": 0.4994165571766008 + }, + { + "train_step": 8505, + "sup_loss": 0.6394711549867496 + }, + { + "train_step": 8506, + "sup_loss": 0.5229425206230054 + }, + { + "train_step": 8507, + "sup_loss": 0.6444085959592268 + }, + { + "train_step": 8508, + "sup_loss": 0.7387540872165852 + }, + { + "train_step": 8509, + "sup_loss": 0.5616543569361027 + }, + { + "train_step": 8510, + "sup_loss": 0.4822792825085216 + }, + { + "train_step": 8511, + "sup_loss": 0.6429606581265686 + }, + { + "train_step": 8512, + "sup_loss": 0.5705452135297868 + }, + { + "train_step": 8513, + "sup_loss": 0.28787265115983307 + }, + { + "train_step": 8514, + "sup_loss": 0.5285792948929617 + }, + { + "train_step": 8515, + "sup_loss": 0.4067340283319421 + }, + { + "train_step": 8516, + "sup_loss": 0.5790957857031072 + }, + { + "train_step": 8517, + "sup_loss": 0.45897907467909355 + }, + { + "train_step": 8518, + "sup_loss": 0.6432299583637981 + }, + { + "train_step": 8519, + "sup_loss": 0.6268299204146472 + }, + { + "train_step": 8520, + "sup_loss": 0.6813856282364795 + }, + { + "train_step": 8521, + "sup_loss": 0.5927862099907076 + }, + { + "train_step": 8522, + "sup_loss": 0.6133758327677169 + }, + { + "train_step": 8523, + "sup_loss": 0.7984936720216218 + }, + { + "train_step": 8524, + "sup_loss": 0.5678450760334263 + }, + { + "train_step": 8525, + "sup_loss": 0.5373613724810703 + }, + { + "train_step": 8526, + "sup_loss": 0.7883531623400678 + }, + { + "train_step": 8527, + "sup_loss": 0.44746805955535107 + }, + { + "train_step": 8528, + "sup_loss": 0.6573254614441533 + }, + { + "train_step": 8529, + "sup_loss": 0.5336081788482157 + }, + { + "train_step": 8530, + "sup_loss": 0.46024183150628756 + }, + { + "train_step": 8531, + "sup_loss": 0.360610371483941 + }, + { + "train_step": 8532, + "sup_loss": 0.5111633938092207 + }, + { + "train_step": 8533, + "sup_loss": 0.6976520864284926 + }, + { + "train_step": 8534, + "sup_loss": 0.6472518053063806 + }, + { + "train_step": 8535, + "sup_loss": 0.46608086181508157 + }, + { + "train_step": 8536, + "sup_loss": 0.4858589991080504 + }, + { + "train_step": 8537, + "sup_loss": 0.647088901605728 + }, + { + "train_step": 8538, + "sup_loss": 0.7574744885492518 + }, + { + "train_step": 8539, + "sup_loss": 0.5474709221290883 + }, + { + "train_step": 8540, + "sup_loss": 0.5426035584674755 + }, + { + "train_step": 8541, + "sup_loss": 0.6397463421605967 + }, + { + "train_step": 8542, + "sup_loss": 0.45305051445537925 + }, + { + "train_step": 8543, + "sup_loss": 0.44299924777325056 + }, + { + "train_step": 8544, + "sup_loss": 0.7426128104538612 + }, + { + "train_step": 8545, + "sup_loss": 0.6006615076459989 + }, + { + "train_step": 8546, + "sup_loss": 0.5796105355295348 + }, + { + "train_step": 8547, + "sup_loss": 0.5216392750093047 + }, + { + "train_step": 8548, + "sup_loss": 0.6429024982743842 + }, + { + "train_step": 8549, + "sup_loss": 0.6553144397431662 + }, + { + "train_step": 8550, + "sup_loss": 0.7328952927952547 + }, + { + "train_step": 8551, + "sup_loss": 0.6298797687934499 + }, + { + "train_step": 8552, + "sup_loss": 0.5339206069285134 + }, + { + "train_step": 8553, + "sup_loss": 0.4983450730488352 + }, + { + "train_step": 8554, + "sup_loss": 0.6260860826879765 + }, + { + "train_step": 8555, + "sup_loss": 0.6430672858322225 + }, + { + "train_step": 8556, + "sup_loss": 0.5002532544296551 + }, + { + "train_step": 8557, + "sup_loss": 0.3882051009981015 + }, + { + "train_step": 8558, + "sup_loss": 0.7642536343997521 + }, + { + "train_step": 8559, + "sup_loss": 0.4099452444795571 + }, + { + "train_step": 8560, + "sup_loss": 0.5908820753800029 + }, + { + "train_step": 8561, + "sup_loss": 0.685337394303376 + }, + { + "train_step": 8562, + "sup_loss": 0.6469518977487493 + }, + { + "train_step": 8563, + "sup_loss": 0.20277719690318463 + }, + { + "train_step": 8564, + "sup_loss": 0.5958850323055211 + }, + { + "train_step": 8565, + "sup_loss": 0.5488404279593773 + }, + { + "train_step": 8566, + "sup_loss": 0.36157066654953546 + }, + { + "train_step": 8567, + "sup_loss": 0.7322088196181803 + }, + { + "train_step": 8568, + "sup_loss": 0.3685875198685364 + }, + { + "train_step": 8569, + "sup_loss": 0.4237297894892275 + }, + { + "train_step": 8570, + "sup_loss": 0.6751246391282035 + }, + { + "train_step": 8571, + "sup_loss": 0.6108830125503883 + }, + { + "train_step": 8572, + "sup_loss": 0.3891145469534829 + }, + { + "train_step": 8573, + "sup_loss": 0.5814270409251409 + }, + { + "train_step": 8574, + "sup_loss": 0.6471452998258916 + }, + { + "train_step": 8575, + "sup_loss": 0.5615837821936176 + }, + { + "train_step": 8576, + "sup_loss": 0.5068942085135619 + }, + { + "train_step": 8577, + "sup_loss": 0.7592339553537536 + }, + { + "train_step": 8578, + "sup_loss": 0.44167833307213344 + }, + { + "train_step": 8579, + "sup_loss": 0.6938070340256194 + }, + { + "train_step": 8580, + "sup_loss": 0.4473564805188572 + }, + { + "train_step": 8581, + "sup_loss": 0.7477103383232261 + }, + { + "train_step": 8582, + "sup_loss": 0.6270881125192097 + }, + { + "train_step": 8583, + "sup_loss": 0.8505950170537009 + }, + { + "train_step": 8584, + "sup_loss": 0.6348289692824757 + }, + { + "train_step": 8585, + "sup_loss": 0.7127783740988393 + }, + { + "train_step": 8586, + "sup_loss": 0.6500548283133102 + }, + { + "train_step": 8587, + "sup_loss": 0.4977367879938976 + }, + { + "train_step": 8588, + "sup_loss": 0.37304213826516885 + }, + { + "train_step": 8589, + "sup_loss": 0.6491392821016307 + }, + { + "train_step": 8590, + "sup_loss": 0.7203114102646841 + }, + { + "train_step": 8591, + "sup_loss": 0.5694355412148115 + }, + { + "train_step": 8592, + "sup_loss": 0.5901012876610252 + }, + { + "train_step": 8593, + "sup_loss": 0.588321261326287 + }, + { + "train_step": 8594, + "sup_loss": 0.626238225685699 + }, + { + "train_step": 8595, + "sup_loss": 0.5572030260824199 + }, + { + "train_step": 8596, + "sup_loss": 0.7170145109120962 + }, + { + "train_step": 8597, + "sup_loss": 0.5366644689942607 + }, + { + "train_step": 8598, + "sup_loss": 0.5117521509296084 + }, + { + "train_step": 8599, + "sup_loss": 0.3884138006038567 + }, + { + "train_step": 8600, + "sup_loss": 0.597315131527429 + }, + { + "train_step": 8601, + "sup_loss": 0.42063316328536093 + }, + { + "train_step": 8602, + "sup_loss": 0.44364803308877165 + }, + { + "train_step": 8603, + "sup_loss": 0.3254724304334243 + }, + { + "train_step": 8604, + "sup_loss": 0.29748641904941103 + }, + { + "train_step": 8605, + "sup_loss": 0.6966954534438666 + }, + { + "train_step": 8606, + "sup_loss": 0.6132447967982969 + }, + { + "train_step": 8607, + "sup_loss": 0.49914076504237576 + }, + { + "train_step": 8608, + "sup_loss": 0.4215663193078103 + }, + { + "train_step": 8609, + "sup_loss": 0.4949210505231975 + }, + { + "train_step": 8610, + "sup_loss": 0.8117399172791777 + }, + { + "train_step": 8611, + "sup_loss": 0.4654581181055581 + }, + { + "train_step": 8612, + "sup_loss": 0.6735376722816426 + }, + { + "train_step": 8613, + "sup_loss": 0.6144506824811833 + }, + { + "train_step": 8614, + "sup_loss": 0.6500417522938584 + }, + { + "train_step": 8615, + "sup_loss": 0.5438064708642872 + }, + { + "train_step": 8616, + "sup_loss": 0.677809787518486 + }, + { + "train_step": 8617, + "sup_loss": 0.493681072001981 + }, + { + "train_step": 8618, + "sup_loss": 0.6886044410241273 + }, + { + "train_step": 8619, + "sup_loss": 0.4350514879587638 + }, + { + "train_step": 8620, + "sup_loss": 0.5645663689607996 + }, + { + "train_step": 8621, + "sup_loss": 0.5483399955253807 + }, + { + "train_step": 8622, + "sup_loss": 0.4898364136193888 + }, + { + "train_step": 8623, + "sup_loss": 0.6472168125026536 + }, + { + "train_step": 8624, + "sup_loss": 0.39301437907356895 + }, + { + "train_step": 8625, + "sup_loss": 0.6213190070133235 + }, + { + "train_step": 8626, + "sup_loss": 0.5596204343644919 + }, + { + "train_step": 8627, + "sup_loss": 0.5435027025983834 + }, + { + "train_step": 8628, + "sup_loss": 0.5570499564440853 + }, + { + "train_step": 8629, + "sup_loss": 0.679629402893231 + }, + { + "train_step": 8630, + "sup_loss": 0.45890549900004013 + }, + { + "train_step": 8631, + "sup_loss": 0.43896209285954846 + }, + { + "train_step": 8632, + "sup_loss": 0.4718231884048227 + }, + { + "train_step": 8633, + "sup_loss": 0.5138802488773723 + }, + { + "train_step": 8634, + "sup_loss": 0.42063285355033325 + }, + { + "train_step": 8635, + "sup_loss": 0.6492744905605443 + }, + { + "train_step": 8636, + "sup_loss": 0.6911401588002305 + }, + { + "train_step": 8637, + "sup_loss": 0.6075497296694231 + }, + { + "train_step": 8638, + "sup_loss": 0.6480537839909941 + }, + { + "train_step": 8639, + "sup_loss": 0.7347792621630985 + }, + { + "train_step": 8640, + "sup_loss": 0.6949597786961519 + }, + { + "train_step": 8641, + "sup_loss": 0.6163686806502497 + }, + { + "train_step": 8642, + "sup_loss": 0.47588817007274 + }, + { + "train_step": 8643, + "sup_loss": 0.6338895210798314 + }, + { + "train_step": 8644, + "sup_loss": 0.5491064809933618 + }, + { + "train_step": 8645, + "sup_loss": 0.27551259492010166 + }, + { + "train_step": 8646, + "sup_loss": 0.6118925041251569 + }, + { + "train_step": 8647, + "sup_loss": 0.3788673211474126 + }, + { + "train_step": 8648, + "sup_loss": 0.6471247754026169 + }, + { + "train_step": 8649, + "sup_loss": 0.5974605484205595 + }, + { + "train_step": 8650, + "sup_loss": 0.6537551198373237 + }, + { + "train_step": 8651, + "sup_loss": 0.3337974038202906 + }, + { + "train_step": 8652, + "sup_loss": 0.5253055089645595 + }, + { + "train_step": 8653, + "sup_loss": 0.720102465552723 + }, + { + "train_step": 8654, + "sup_loss": 0.43914648376898313 + }, + { + "train_step": 8655, + "sup_loss": 0.6677132009607889 + }, + { + "train_step": 8656, + "sup_loss": 0.43356779126130196 + }, + { + "train_step": 8657, + "sup_loss": 0.3931075929117418 + }, + { + "train_step": 8658, + "sup_loss": 0.6271634030367479 + }, + { + "train_step": 8659, + "sup_loss": 0.5991046691527616 + }, + { + "train_step": 8660, + "sup_loss": 0.34877670143537864 + }, + { + "train_step": 8661, + "sup_loss": 0.5656363278019745 + }, + { + "train_step": 8662, + "sup_loss": 0.6358509141617685 + }, + { + "train_step": 8663, + "sup_loss": 0.532566837673078 + }, + { + "train_step": 8664, + "sup_loss": 0.5071705728121345 + }, + { + "train_step": 8665, + "sup_loss": 0.6584227726555861 + }, + { + "train_step": 8666, + "sup_loss": 0.5222848484839704 + }, + { + "train_step": 8667, + "sup_loss": 0.3789424983590627 + }, + { + "train_step": 8668, + "sup_loss": 0.7704580256099188 + }, + { + "train_step": 8669, + "sup_loss": 0.5928224841399168 + }, + { + "train_step": 8670, + "sup_loss": 0.6444757424608322 + }, + { + "train_step": 8671, + "sup_loss": 0.5561677427170872 + }, + { + "train_step": 8672, + "sup_loss": 0.5671808997295228 + }, + { + "train_step": 8673, + "sup_loss": 0.6556049167345869 + }, + { + "train_step": 8674, + "sup_loss": 0.7312733410889017 + }, + { + "train_step": 8675, + "sup_loss": 0.3983925604501922 + }, + { + "train_step": 8676, + "sup_loss": 0.5996279856832307 + }, + { + "train_step": 8677, + "sup_loss": 0.778373458321931 + }, + { + "train_step": 8678, + "sup_loss": 0.46446908899533007 + }, + { + "train_step": 8679, + "sup_loss": 0.567465903163524 + }, + { + "train_step": 8680, + "sup_loss": 0.5189308839054404 + }, + { + "train_step": 8681, + "sup_loss": 0.6305883012321157 + }, + { + "train_step": 8682, + "sup_loss": 0.5908696803707252 + }, + { + "train_step": 8683, + "sup_loss": 0.8356521792901036 + }, + { + "train_step": 8684, + "sup_loss": 0.6795239730895123 + }, + { + "train_step": 8685, + "sup_loss": 0.5985045216718512 + }, + { + "train_step": 8686, + "sup_loss": 0.5860479350847267 + }, + { + "train_step": 8687, + "sup_loss": 0.750325041757509 + }, + { + "train_step": 8688, + "sup_loss": 0.6667916905398861 + }, + { + "train_step": 8689, + "sup_loss": 0.6333338044869676 + }, + { + "train_step": 8690, + "sup_loss": 0.5648562611181803 + }, + { + "train_step": 8691, + "sup_loss": 0.625834002858662 + }, + { + "train_step": 8692, + "sup_loss": 0.4856194456266153 + }, + { + "train_step": 8693, + "sup_loss": 0.5624083545236498 + }, + { + "train_step": 8694, + "sup_loss": 0.6304194680694565 + }, + { + "train_step": 8695, + "sup_loss": 0.6368136917785997 + }, + { + "train_step": 8696, + "sup_loss": 0.4224296884475436 + }, + { + "train_step": 8697, + "sup_loss": 0.694267491381215 + }, + { + "train_step": 8698, + "sup_loss": 0.41378805764048826 + }, + { + "train_step": 8699, + "sup_loss": 0.5947587266529408 + }, + { + "train_step": 8700, + "sup_loss": 0.6557129300756563 + }, + { + "train_step": 8701, + "sup_loss": 0.6498777084402175 + }, + { + "train_step": 8702, + "sup_loss": 0.46891560419290046 + }, + { + "train_step": 8703, + "sup_loss": 0.5188717670745342 + }, + { + "train_step": 8704, + "sup_loss": 0.4473105795329495 + }, + { + "train_step": 8705, + "sup_loss": 0.5545599104873771 + }, + { + "train_step": 8706, + "sup_loss": 0.30213890662433873 + }, + { + "train_step": 8707, + "sup_loss": 0.7241787449783174 + }, + { + "train_step": 8708, + "sup_loss": 0.650139720714557 + }, + { + "train_step": 8709, + "sup_loss": 0.6950595440434211 + }, + { + "train_step": 8710, + "sup_loss": 0.7244024056544761 + }, + { + "train_step": 8711, + "sup_loss": 0.6851533277066413 + }, + { + "train_step": 8712, + "sup_loss": 0.46875830089760584 + }, + { + "train_step": 8713, + "sup_loss": 0.6012065365168212 + }, + { + "train_step": 8714, + "sup_loss": 0.7751706840445647 + }, + { + "train_step": 8715, + "sup_loss": 0.6735660342883697 + }, + { + "train_step": 8716, + "sup_loss": 0.5383393310154645 + }, + { + "train_step": 8717, + "sup_loss": 0.6646661405391552 + }, + { + "train_step": 8718, + "sup_loss": 0.6425590642214354 + }, + { + "train_step": 8719, + "sup_loss": 0.4957093312494386 + }, + { + "train_step": 8720, + "sup_loss": 0.4577101512994463 + }, + { + "train_step": 8721, + "sup_loss": 0.3834353002747868 + }, + { + "train_step": 8722, + "sup_loss": 0.7143527571842591 + }, + { + "train_step": 8723, + "sup_loss": 0.4259328182759812 + }, + { + "train_step": 8724, + "sup_loss": 0.6051778739709838 + }, + { + "train_step": 8725, + "sup_loss": 0.5755502776280194 + }, + { + "train_step": 8726, + "sup_loss": 0.5471392273855167 + }, + { + "train_step": 8727, + "sup_loss": 0.6264231395245313 + }, + { + "train_step": 8728, + "sup_loss": 0.5070575958271317 + }, + { + "train_step": 8729, + "sup_loss": 0.6399685886895966 + }, + { + "train_step": 8730, + "sup_loss": 0.7280431079164363 + }, + { + "train_step": 8731, + "sup_loss": 0.6657846651205247 + }, + { + "train_step": 8732, + "sup_loss": 0.5399855658669906 + }, + { + "train_step": 8733, + "sup_loss": 0.5276445807830707 + }, + { + "train_step": 8734, + "sup_loss": 0.4768996916922115 + }, + { + "train_step": 8735, + "sup_loss": 0.4405144569666011 + }, + { + "train_step": 8736, + "sup_loss": 0.5172383145793719 + }, + { + "train_step": 8737, + "sup_loss": 0.5008952226877286 + }, + { + "train_step": 8738, + "sup_loss": 0.33263889978274436 + }, + { + "train_step": 8739, + "sup_loss": 0.6487808783872686 + }, + { + "train_step": 8740, + "sup_loss": 0.7164566369880698 + }, + { + "train_step": 8741, + "sup_loss": 0.6263437052079517 + }, + { + "train_step": 8742, + "sup_loss": 0.5487934766768112 + }, + { + "train_step": 8743, + "sup_loss": 0.72847737563922 + }, + { + "train_step": 8744, + "sup_loss": 0.5172101868422603 + }, + { + "train_step": 8745, + "sup_loss": 0.5509508433140573 + }, + { + "train_step": 8746, + "sup_loss": 0.5782162497960217 + }, + { + "train_step": 8747, + "sup_loss": 0.38592933017838316 + }, + { + "train_step": 8748, + "sup_loss": 0.3660280652630683 + }, + { + "train_step": 8749, + "sup_loss": 0.8388015157251658 + }, + { + "train_step": 8750, + "sup_loss": 0.46764853650242466 + }, + { + "train_step": 8751, + "sup_loss": 0.40578933301439424 + }, + { + "train_step": 8752, + "sup_loss": 0.36011560157094347 + }, + { + "train_step": 8753, + "sup_loss": 0.42903062143551973 + }, + { + "train_step": 8754, + "sup_loss": 0.5298298650311033 + }, + { + "train_step": 8755, + "sup_loss": 0.7278301629856386 + }, + { + "train_step": 8756, + "sup_loss": 0.4588512058305779 + }, + { + "train_step": 8757, + "sup_loss": 0.46959548222571534 + }, + { + "train_step": 8758, + "sup_loss": 0.4782703283514575 + }, + { + "train_step": 8759, + "sup_loss": 0.5305545739047954 + }, + { + "train_step": 8760, + "sup_loss": 0.34060826071153133 + }, + { + "train_step": 8761, + "sup_loss": 0.42890163829588435 + }, + { + "train_step": 8762, + "sup_loss": 0.5251348860383694 + }, + { + "train_step": 8763, + "sup_loss": 0.6161358136049679 + }, + { + "train_step": 8764, + "sup_loss": 0.5537349102560934 + }, + { + "train_step": 8765, + "sup_loss": 0.5792247404113129 + }, + { + "train_step": 8766, + "sup_loss": 0.5078253946366902 + }, + { + "train_step": 8767, + "sup_loss": 0.7488305178409357 + }, + { + "train_step": 8768, + "sup_loss": 0.5612091499789781 + }, + { + "train_step": 8769, + "sup_loss": 0.5857102525663017 + }, + { + "train_step": 8770, + "sup_loss": 0.8488606851716922 + }, + { + "train_step": 8771, + "sup_loss": 0.508344089328699 + }, + { + "train_step": 8772, + "sup_loss": 0.6617883518969322 + }, + { + "train_step": 8773, + "sup_loss": 0.6622914980144788 + }, + { + "train_step": 8774, + "sup_loss": 0.5336935375012499 + }, + { + "train_step": 8775, + "sup_loss": 0.5013844661234012 + }, + { + "train_step": 8776, + "sup_loss": 0.5748582468341343 + }, + { + "train_step": 8777, + "sup_loss": 0.44415870804279256 + }, + { + "train_step": 8778, + "sup_loss": 0.8020527207883931 + }, + { + "train_step": 8779, + "sup_loss": 0.7124079345192385 + }, + { + "train_step": 8780, + "sup_loss": 0.2406172103073218 + }, + { + "train_step": 8781, + "sup_loss": 0.4162207864891388 + }, + { + "train_step": 8782, + "sup_loss": 0.8599534681764793 + }, + { + "train_step": 8783, + "sup_loss": 0.5322218275568853 + }, + { + "train_step": 8784, + "sup_loss": 0.6238320282533367 + }, + { + "train_step": 8785, + "sup_loss": 0.7707450358799071 + }, + { + "train_step": 8786, + "sup_loss": 0.6868897160862139 + }, + { + "train_step": 8787, + "sup_loss": 0.5577459758015496 + }, + { + "train_step": 8788, + "sup_loss": 0.5841571598369827 + }, + { + "train_step": 8789, + "sup_loss": 0.5411608191212377 + }, + { + "train_step": 8790, + "sup_loss": 0.6208221727243803 + }, + { + "train_step": 8791, + "sup_loss": 0.6108299197172384 + }, + { + "train_step": 8792, + "sup_loss": 0.7029510557770127 + }, + { + "train_step": 8793, + "sup_loss": 0.7446231040947436 + }, + { + "train_step": 8794, + "sup_loss": 0.4880559568104243 + }, + { + "train_step": 8795, + "sup_loss": 0.620395562466057 + }, + { + "train_step": 8796, + "sup_loss": 0.562326672768968 + }, + { + "train_step": 8797, + "sup_loss": 0.5701409096724911 + }, + { + "train_step": 8798, + "sup_loss": 0.6089527912265819 + }, + { + "train_step": 8799, + "sup_loss": 0.5867612888135515 + }, + { + "train_step": 8800, + "sup_loss": 0.6627635899530283 + }, + { + "train_step": 8801, + "sup_loss": 0.5219167987376582 + }, + { + "train_step": 8802, + "sup_loss": 0.5068658684506174 + }, + { + "train_step": 8803, + "sup_loss": 0.6434766114554703 + }, + { + "train_step": 8804, + "sup_loss": 0.434214777034316 + }, + { + "train_step": 8805, + "sup_loss": 0.6302578513745803 + }, + { + "train_step": 8806, + "sup_loss": 0.49961463831776487 + }, + { + "train_step": 8807, + "sup_loss": 0.49384154983872147 + }, + { + "train_step": 8808, + "sup_loss": 0.8176645496111126 + }, + { + "train_step": 8809, + "sup_loss": 0.4987433533317228 + }, + { + "train_step": 8810, + "sup_loss": 0.777784269607061 + }, + { + "train_step": 8811, + "sup_loss": 0.6125538564120282 + }, + { + "train_step": 8812, + "sup_loss": 0.6357985378613238 + }, + { + "train_step": 8813, + "sup_loss": 0.4369141239209204 + }, + { + "train_step": 8814, + "sup_loss": 0.6648207889509168 + }, + { + "train_step": 8815, + "sup_loss": 0.7181956328643228 + }, + { + "train_step": 8816, + "sup_loss": 0.3289377386536693 + }, + { + "train_step": 8817, + "sup_loss": 0.5009800212943272 + }, + { + "train_step": 8818, + "sup_loss": 0.5607204323229633 + }, + { + "train_step": 8819, + "sup_loss": 0.6517047318190491 + }, + { + "train_step": 8820, + "sup_loss": 0.6378418854363699 + }, + { + "train_step": 8821, + "sup_loss": 0.5149000368981116 + }, + { + "train_step": 8822, + "sup_loss": 0.6252325316974149 + }, + { + "train_step": 8823, + "sup_loss": 0.5013868537217572 + }, + { + "train_step": 8824, + "sup_loss": 0.42219563013876327 + }, + { + "train_step": 8825, + "sup_loss": 0.5280678278715676 + }, + { + "train_step": 8826, + "sup_loss": 0.7283499801229666 + }, + { + "train_step": 8827, + "sup_loss": 0.603135509528827 + }, + { + "train_step": 8828, + "sup_loss": 0.36161152049398 + }, + { + "train_step": 8829, + "sup_loss": 0.7059117975990584 + }, + { + "train_step": 8830, + "sup_loss": 0.1707496754970237 + }, + { + "train_step": 8831, + "sup_loss": 0.7263211677059083 + }, + { + "train_step": 8832, + "sup_loss": 0.46861116469544173 + }, + { + "train_step": 8833, + "sup_loss": 0.6074734248686703 + }, + { + "train_step": 8834, + "sup_loss": 0.5981443056121605 + }, + { + "train_step": 8835, + "sup_loss": 0.6956780541889394 + }, + { + "train_step": 8836, + "sup_loss": 0.757358692081493 + }, + { + "train_step": 8837, + "sup_loss": 0.4486373652707744 + }, + { + "train_step": 8838, + "sup_loss": 0.5515033839148901 + }, + { + "train_step": 8839, + "sup_loss": 0.578303062018011 + }, + { + "train_step": 8840, + "sup_loss": 0.5211711457708764 + }, + { + "train_step": 8841, + "sup_loss": 0.5337674330071079 + }, + { + "train_step": 8842, + "sup_loss": 0.671232032894698 + }, + { + "train_step": 8843, + "sup_loss": 0.3818652828530666 + }, + { + "train_step": 8844, + "sup_loss": 0.7118402677181871 + }, + { + "train_step": 8845, + "sup_loss": 0.5537980249444561 + }, + { + "train_step": 8846, + "sup_loss": 0.622569280911898 + }, + { + "train_step": 8847, + "sup_loss": 0.4258618348539834 + }, + { + "train_step": 8848, + "sup_loss": 0.5037701775077488 + }, + { + "train_step": 8849, + "sup_loss": 0.6222437407992492 + }, + { + "train_step": 8850, + "sup_loss": 0.4297374179541296 + }, + { + "train_step": 8851, + "sup_loss": 0.5051310748564476 + }, + { + "train_step": 8852, + "sup_loss": 0.5528443866769944 + }, + { + "train_step": 8853, + "sup_loss": 0.6754544259780779 + }, + { + "train_step": 8854, + "sup_loss": 0.5712871017104816 + }, + { + "train_step": 8855, + "sup_loss": 0.46704627936574816 + }, + { + "train_step": 8856, + "sup_loss": 0.5923702608420741 + }, + { + "train_step": 8857, + "sup_loss": 0.7533864692147212 + }, + { + "train_step": 8858, + "sup_loss": 0.8037817932852839 + }, + { + "train_step": 8859, + "sup_loss": 0.43191332974934016 + }, + { + "train_step": 8860, + "sup_loss": 0.7023435311541191 + }, + { + "train_step": 8861, + "sup_loss": 0.6368793227034043 + }, + { + "train_step": 8862, + "sup_loss": 0.6061949220457623 + }, + { + "train_step": 8863, + "sup_loss": 0.6111156100973048 + }, + { + "train_step": 8864, + "sup_loss": 0.5520791588386902 + }, + { + "train_step": 8865, + "sup_loss": 0.5591959451419294 + }, + { + "train_step": 8866, + "sup_loss": 0.5669576485812041 + }, + { + "train_step": 8867, + "sup_loss": 0.7735290627456619 + }, + { + "train_step": 8868, + "sup_loss": 0.5196769425077119 + }, + { + "train_step": 8869, + "sup_loss": 0.5171601984360997 + }, + { + "train_step": 8870, + "sup_loss": 0.44255129680424754 + }, + { + "train_step": 8871, + "sup_loss": 0.6775563466185264 + }, + { + "train_step": 8872, + "sup_loss": 0.3866450531552955 + }, + { + "train_step": 8873, + "sup_loss": 0.28304438348475874 + }, + { + "train_step": 8874, + "sup_loss": 0.7654688605758395 + }, + { + "train_step": 8875, + "sup_loss": 0.7424852567042505 + }, + { + "train_step": 8876, + "sup_loss": 0.6852025235493442 + }, + { + "train_step": 8877, + "sup_loss": 0.534248033359552 + }, + { + "train_step": 8878, + "sup_loss": 0.3922035939971373 + }, + { + "train_step": 8879, + "sup_loss": 0.5852319063622514 + }, + { + "train_step": 8880, + "sup_loss": 0.6677805664270768 + }, + { + "train_step": 8881, + "sup_loss": 0.41483279342422397 + }, + { + "train_step": 8882, + "sup_loss": 0.7289140068243372 + }, + { + "train_step": 8883, + "sup_loss": 0.5231915708748399 + }, + { + "train_step": 8884, + "sup_loss": 0.8777602245699854 + }, + { + "train_step": 8885, + "sup_loss": 0.6426240465139498 + }, + { + "train_step": 8886, + "sup_loss": 0.6948471413523307 + }, + { + "train_step": 8887, + "sup_loss": 0.4903701232541025 + }, + { + "train_step": 8888, + "sup_loss": 0.6654824105521451 + }, + { + "train_step": 8889, + "sup_loss": 0.4353955321212979 + }, + { + "train_step": 8890, + "sup_loss": 0.45281601642331076 + }, + { + "train_step": 8891, + "sup_loss": 0.6416197013438293 + }, + { + "train_step": 8892, + "sup_loss": 0.8173432907486182 + }, + { + "train_step": 8893, + "sup_loss": 0.6136766890288132 + }, + { + "train_step": 8894, + "sup_loss": 0.48378796087059056 + }, + { + "train_step": 8895, + "sup_loss": 0.5818795633456277 + }, + { + "train_step": 8896, + "sup_loss": 0.6503930021352546 + }, + { + "train_step": 8897, + "sup_loss": 0.5960049650217316 + }, + { + "train_step": 8898, + "sup_loss": 0.317865367643553 + }, + { + "train_step": 8899, + "sup_loss": 0.3989797438367278 + }, + { + "train_step": 8900, + "sup_loss": 0.5443177533832093 + }, + { + "train_step": 8901, + "sup_loss": 0.6137712306312333 + }, + { + "train_step": 8902, + "sup_loss": 0.6210763743541069 + }, + { + "train_step": 8903, + "sup_loss": 0.33798694923597866 + }, + { + "train_step": 8904, + "sup_loss": 0.505511332363958 + }, + { + "train_step": 8905, + "sup_loss": 0.5866335528099423 + }, + { + "train_step": 8906, + "sup_loss": 0.3422946270507317 + }, + { + "train_step": 8907, + "sup_loss": 0.3881718212324683 + }, + { + "train_step": 8908, + "sup_loss": 0.6309443435592925 + }, + { + "train_step": 8909, + "sup_loss": 0.5447338458030968 + }, + { + "train_step": 8910, + "sup_loss": 0.30439288810218257 + }, + { + "train_step": 8911, + "sup_loss": 0.4286451081875436 + }, + { + "train_step": 8912, + "sup_loss": 0.5694826682605009 + }, + { + "train_step": 8913, + "sup_loss": 0.5371785649765384 + }, + { + "train_step": 8914, + "sup_loss": 0.5178858772342632 + }, + { + "train_step": 8915, + "sup_loss": 0.4232422854600504 + }, + { + "train_step": 8916, + "sup_loss": 0.7156017439441998 + }, + { + "train_step": 8917, + "sup_loss": 0.3906054970269711 + }, + { + "train_step": 8918, + "sup_loss": 0.7428520145754464 + }, + { + "train_step": 8919, + "sup_loss": 0.5934471257889994 + }, + { + "train_step": 8920, + "sup_loss": 0.5401817998061268 + }, + { + "train_step": 8921, + "sup_loss": 0.777446455025157 + }, + { + "train_step": 8922, + "sup_loss": 0.6638867883225232 + }, + { + "train_step": 8923, + "sup_loss": 0.5503073137565332 + }, + { + "train_step": 8924, + "sup_loss": 0.47260900425332003 + }, + { + "train_step": 8925, + "sup_loss": 0.37527756211486685 + }, + { + "train_step": 8926, + "sup_loss": 0.8338928242932183 + }, + { + "train_step": 8927, + "sup_loss": 0.3687511566803353 + }, + { + "train_step": 8928, + "sup_loss": 0.6837475448600776 + }, + { + "train_step": 8929, + "sup_loss": 0.5132703031909261 + }, + { + "train_step": 8930, + "sup_loss": 0.47623559618954014 + }, + { + "train_step": 8931, + "sup_loss": 0.613639255301413 + }, + { + "train_step": 8932, + "sup_loss": 0.6263843679160989 + }, + { + "train_step": 8933, + "sup_loss": 0.8305865393017785 + }, + { + "train_step": 8934, + "sup_loss": 0.5746396646963903 + }, + { + "train_step": 8935, + "sup_loss": 0.6083214885152569 + }, + { + "train_step": 8936, + "sup_loss": 0.48402525760785026 + }, + { + "train_step": 8937, + "sup_loss": 0.5468159282279681 + }, + { + "train_step": 8938, + "sup_loss": 0.4821181794892001 + }, + { + "train_step": 8939, + "sup_loss": 0.5717649133222692 + }, + { + "train_step": 8940, + "sup_loss": 0.5743363598685454 + }, + { + "train_step": 8941, + "sup_loss": 0.7236057979612422 + }, + { + "train_step": 8942, + "sup_loss": 0.7189196643765485 + }, + { + "train_step": 8943, + "sup_loss": 0.49487993346608383 + }, + { + "train_step": 8944, + "sup_loss": 0.5909345263940461 + }, + { + "train_step": 8945, + "sup_loss": 0.5254017580440352 + }, + { + "train_step": 8946, + "sup_loss": 0.42264548448098843 + }, + { + "train_step": 8947, + "sup_loss": 0.4502687389759425 + }, + { + "train_step": 8948, + "sup_loss": 0.6310231045310317 + }, + { + "train_step": 8949, + "sup_loss": 0.6478292536056799 + }, + { + "train_step": 8950, + "sup_loss": 0.7274794202196777 + }, + { + "train_step": 8951, + "sup_loss": 0.6394456919920527 + }, + { + "train_step": 8952, + "sup_loss": 0.6227298125097138 + }, + { + "train_step": 8953, + "sup_loss": 0.5349998711365332 + }, + { + "train_step": 8954, + "sup_loss": 0.6253311956379157 + }, + { + "train_step": 8955, + "sup_loss": 0.5637760062628502 + }, + { + "train_step": 8956, + "sup_loss": 0.4601954740671128 + }, + { + "train_step": 8957, + "sup_loss": 0.4752561352921045 + }, + { + "train_step": 8958, + "sup_loss": 0.4805529115232209 + }, + { + "train_step": 8959, + "sup_loss": 0.5210318533158889 + }, + { + "train_step": 8960, + "sup_loss": 0.647214986440556 + }, + { + "train_step": 8961, + "sup_loss": 0.3477758232006155 + }, + { + "train_step": 8962, + "sup_loss": 0.5665265201591032 + }, + { + "train_step": 8963, + "sup_loss": 0.5096768103589888 + }, + { + "train_step": 8964, + "sup_loss": 0.5319615454247035 + }, + { + "train_step": 8965, + "sup_loss": 0.6992220575807891 + }, + { + "train_step": 8966, + "sup_loss": 0.7992112230508658 + }, + { + "train_step": 8967, + "sup_loss": 0.5150338636659315 + }, + { + "train_step": 8968, + "sup_loss": 0.3921614392833165 + }, + { + "train_step": 8969, + "sup_loss": 0.5789136986591892 + }, + { + "train_step": 8970, + "sup_loss": 0.6032638411048337 + }, + { + "train_step": 8971, + "sup_loss": 0.5745158766317702 + }, + { + "train_step": 8972, + "sup_loss": 0.6703924712192688 + }, + { + "train_step": 8973, + "sup_loss": 0.5441247773082113 + }, + { + "train_step": 8974, + "sup_loss": 0.6256270829518494 + }, + { + "train_step": 8975, + "sup_loss": 0.5106102285054666 + }, + { + "train_step": 8976, + "sup_loss": 0.5331025117016894 + }, + { + "train_step": 8977, + "sup_loss": 0.7338168224651757 + }, + { + "train_step": 8978, + "sup_loss": 0.4313863680320456 + }, + { + "train_step": 8979, + "sup_loss": 0.5158703054733483 + }, + { + "train_step": 8980, + "sup_loss": 0.734943492886345 + }, + { + "train_step": 8981, + "sup_loss": 0.784931166860517 + }, + { + "train_step": 8982, + "sup_loss": 0.5016789200248863 + }, + { + "train_step": 8983, + "sup_loss": 0.5127589997232047 + }, + { + "train_step": 8984, + "sup_loss": 0.46721059141245136 + }, + { + "train_step": 8985, + "sup_loss": 0.6199420715419474 + }, + { + "train_step": 8986, + "sup_loss": 0.6227133343027514 + }, + { + "train_step": 8987, + "sup_loss": 0.4588503925184846 + }, + { + "train_step": 8988, + "sup_loss": 0.5938106825594699 + }, + { + "train_step": 8989, + "sup_loss": 0.3097215343394987 + }, + { + "train_step": 8990, + "sup_loss": 0.5687763204252398 + }, + { + "train_step": 8991, + "sup_loss": 0.5547269880793331 + }, + { + "train_step": 8992, + "sup_loss": 0.6664688238514642 + }, + { + "train_step": 8993, + "sup_loss": 0.613977071555811 + }, + { + "train_step": 8994, + "sup_loss": 0.6315679765748881 + }, + { + "train_step": 8995, + "sup_loss": 0.7129646484217373 + }, + { + "train_step": 8996, + "sup_loss": 0.7060046898298536 + }, + { + "train_step": 8997, + "sup_loss": 0.7084691223083246 + }, + { + "train_step": 8998, + "sup_loss": 0.5966664458313506 + }, + { + "train_step": 8999, + "sup_loss": 0.6926980441197454 + }, + { + "train_step": 9000, + "sup_loss": 0.5616164434772691 + }, + { + "train_step": 9001, + "sup_loss": 0.5771768112586132 + }, + { + "train_step": 9002, + "sup_loss": 0.668641401625774 + }, + { + "train_step": 9003, + "sup_loss": 0.641400309346834 + }, + { + "train_step": 9004, + "sup_loss": 0.593221043655838 + }, + { + "train_step": 9005, + "sup_loss": 0.697031850638883 + }, + { + "train_step": 9006, + "sup_loss": 0.5107151804632063 + }, + { + "train_step": 9007, + "sup_loss": 0.6069690812032503 + }, + { + "train_step": 9008, + "sup_loss": 0.6707816047630669 + }, + { + "train_step": 9009, + "sup_loss": 0.5590700821819856 + }, + { + "train_step": 9010, + "sup_loss": 0.4469687876084421 + }, + { + "train_step": 9011, + "sup_loss": 0.5199489307117227 + }, + { + "train_step": 9012, + "sup_loss": 0.2720609924135135 + }, + { + "train_step": 9013, + "sup_loss": 0.5370665283074717 + }, + { + "train_step": 9014, + "sup_loss": 0.6268706343674255 + }, + { + "train_step": 9015, + "sup_loss": 0.5429090469843171 + }, + { + "train_step": 9016, + "sup_loss": 0.8843163484682123 + }, + { + "train_step": 9017, + "sup_loss": 0.5240495675308422 + }, + { + "train_step": 9018, + "sup_loss": 0.639803591176836 + }, + { + "train_step": 9019, + "sup_loss": 0.30533475961337564 + }, + { + "train_step": 9020, + "sup_loss": 0.5296518689000161 + }, + { + "train_step": 9021, + "sup_loss": 0.547580837724701 + }, + { + "train_step": 9022, + "sup_loss": 0.5386977391819421 + }, + { + "train_step": 9023, + "sup_loss": 0.5875450145274878 + }, + { + "train_step": 9024, + "sup_loss": 0.46772305599417535 + }, + { + "train_step": 9025, + "sup_loss": 0.5202028378822262 + }, + { + "train_step": 9026, + "sup_loss": 0.6748569252654909 + }, + { + "train_step": 9027, + "sup_loss": 0.6439225305381174 + }, + { + "train_step": 9028, + "sup_loss": 0.7344556171932688 + }, + { + "train_step": 9029, + "sup_loss": 0.34181349157211777 + }, + { + "train_step": 9030, + "sup_loss": 0.5791040444135757 + }, + { + "train_step": 9031, + "sup_loss": 0.46729618219507535 + }, + { + "train_step": 9032, + "sup_loss": 0.4921989900226279 + }, + { + "train_step": 9033, + "sup_loss": 0.6676127843793419 + }, + { + "train_step": 9034, + "sup_loss": 0.513598024533316 + }, + { + "train_step": 9035, + "sup_loss": 0.5627674479688952 + }, + { + "train_step": 9036, + "sup_loss": 0.7329612898865825 + }, + { + "train_step": 9037, + "sup_loss": 0.6445234442569165 + }, + { + "train_step": 9038, + "sup_loss": 0.5309335986745881 + }, + { + "train_step": 9039, + "sup_loss": 0.5733546661151437 + }, + { + "train_step": 9040, + "sup_loss": 0.42930228029559303 + }, + { + "train_step": 9041, + "sup_loss": 0.33531520665773695 + }, + { + "train_step": 9042, + "sup_loss": 0.537335619737292 + }, + { + "train_step": 9043, + "sup_loss": 0.7169960900605299 + }, + { + "train_step": 9044, + "sup_loss": 0.5615966848600937 + }, + { + "train_step": 9045, + "sup_loss": 0.5313033318478179 + }, + { + "train_step": 9046, + "sup_loss": 0.5750168954919533 + }, + { + "train_step": 9047, + "sup_loss": 0.6046117531886495 + }, + { + "train_step": 9048, + "sup_loss": 0.5267897469556856 + }, + { + "train_step": 9049, + "sup_loss": 0.5604378300834643 + }, + { + "train_step": 9050, + "sup_loss": 0.31817001872983824 + }, + { + "train_step": 9051, + "sup_loss": 0.6064337954324917 + }, + { + "train_step": 9052, + "sup_loss": 0.4261739025914709 + }, + { + "train_step": 9053, + "sup_loss": 0.4097219159989913 + }, + { + "train_step": 9054, + "sup_loss": 0.6240518678965656 + }, + { + "train_step": 9055, + "sup_loss": 0.5607908653221114 + }, + { + "train_step": 9056, + "sup_loss": 0.49678896471967726 + }, + { + "train_step": 9057, + "sup_loss": 0.5840997808256951 + }, + { + "train_step": 9058, + "sup_loss": 0.48969885026623977 + }, + { + "train_step": 9059, + "sup_loss": 0.5566831758157263 + }, + { + "train_step": 9060, + "sup_loss": 0.4487348353656486 + }, + { + "train_step": 9061, + "sup_loss": 0.6607522728844886 + }, + { + "train_step": 9062, + "sup_loss": 0.6322836277837264 + }, + { + "train_step": 9063, + "sup_loss": 0.5469169421902352 + }, + { + "train_step": 9064, + "sup_loss": 0.3530531509573818 + }, + { + "train_step": 9065, + "sup_loss": 0.47487998889405497 + }, + { + "train_step": 9066, + "sup_loss": 0.5470094816964943 + }, + { + "train_step": 9067, + "sup_loss": 0.5000353513091396 + }, + { + "train_step": 9068, + "sup_loss": 0.33975925392113226 + }, + { + "train_step": 9069, + "sup_loss": 0.6288746132192542 + }, + { + "train_step": 9070, + "sup_loss": 0.39957620508588354 + }, + { + "train_step": 9071, + "sup_loss": 0.7791792907845592 + }, + { + "train_step": 9072, + "sup_loss": 0.5656983641213461 + }, + { + "train_step": 9073, + "sup_loss": 0.7342884734203328 + }, + { + "train_step": 9074, + "sup_loss": 0.36194809492233954 + }, + { + "train_step": 9075, + "sup_loss": 0.6204561641652669 + }, + { + "train_step": 9076, + "sup_loss": 0.6154434271051386 + }, + { + "train_step": 9077, + "sup_loss": 0.46964871955105464 + }, + { + "train_step": 9078, + "sup_loss": 0.45941009594739796 + }, + { + "train_step": 9079, + "sup_loss": 0.461785284570982 + }, + { + "train_step": 9080, + "sup_loss": 0.7169851839847472 + }, + { + "train_step": 9081, + "sup_loss": 0.4453719349200769 + }, + { + "train_step": 9082, + "sup_loss": 0.6400204957647798 + }, + { + "train_step": 9083, + "sup_loss": 0.4057800265908151 + }, + { + "train_step": 9084, + "sup_loss": 0.6629240264204539 + }, + { + "train_step": 9085, + "sup_loss": 0.3775438826221031 + }, + { + "train_step": 9086, + "sup_loss": 0.6325816714820094 + }, + { + "train_step": 9087, + "sup_loss": 0.583603145066773 + }, + { + "train_step": 9088, + "sup_loss": 0.7298798513196617 + }, + { + "train_step": 9089, + "sup_loss": 0.6050010392441225 + }, + { + "train_step": 9090, + "sup_loss": 0.6445279859078533 + }, + { + "train_step": 9091, + "sup_loss": 0.5302371625944803 + }, + { + "train_step": 9092, + "sup_loss": 0.5489412495766214 + }, + { + "train_step": 9093, + "sup_loss": 0.5766343443169283 + }, + { + "train_step": 9094, + "sup_loss": 0.6741599939239648 + }, + { + "train_step": 9095, + "sup_loss": 0.5063506270358574 + }, + { + "train_step": 9096, + "sup_loss": 0.38490901977346537 + }, + { + "train_step": 9097, + "sup_loss": 0.6052104942664739 + }, + { + "train_step": 9098, + "sup_loss": 0.6201373890765546 + }, + { + "train_step": 9099, + "sup_loss": 0.4110875788313397 + }, + { + "train_step": 9100, + "sup_loss": 0.538792203299994 + }, + { + "train_step": 9101, + "sup_loss": 0.5026495839111477 + }, + { + "train_step": 9102, + "sup_loss": 0.6030931188527355 + }, + { + "train_step": 9103, + "sup_loss": 0.5032904699787769 + }, + { + "train_step": 9104, + "sup_loss": 0.5339201531142721 + }, + { + "train_step": 9105, + "sup_loss": 0.4427211056920311 + }, + { + "train_step": 9106, + "sup_loss": 0.7294282197119798 + }, + { + "train_step": 9107, + "sup_loss": 0.5876380201084334 + }, + { + "train_step": 9108, + "sup_loss": 0.6111870486061497 + }, + { + "train_step": 9109, + "sup_loss": 0.562779741421427 + }, + { + "train_step": 9110, + "sup_loss": 0.6214102466542721 + }, + { + "train_step": 9111, + "sup_loss": 0.6683225818348424 + }, + { + "train_step": 9112, + "sup_loss": 0.5204773650694414 + }, + { + "train_step": 9113, + "sup_loss": 0.8045911754510858 + }, + { + "train_step": 9114, + "sup_loss": 0.6060619738373654 + }, + { + "train_step": 9115, + "sup_loss": 0.366171215565536 + }, + { + "train_step": 9116, + "sup_loss": 0.6109812447282867 + }, + { + "train_step": 9117, + "sup_loss": 0.6077903420266216 + }, + { + "train_step": 9118, + "sup_loss": 0.5255032617644185 + }, + { + "train_step": 9119, + "sup_loss": 0.6824175809767582 + }, + { + "train_step": 9120, + "sup_loss": 0.7027134431111282 + }, + { + "train_step": 9121, + "sup_loss": 0.8776912972819815 + }, + { + "train_step": 9122, + "sup_loss": 0.6166934312845498 + }, + { + "train_step": 9123, + "sup_loss": 0.697414793817785 + }, + { + "train_step": 9124, + "sup_loss": 0.35127207413084277 + }, + { + "train_step": 9125, + "sup_loss": 0.558474002855727 + }, + { + "train_step": 9126, + "sup_loss": 0.5053103937888593 + }, + { + "train_step": 9127, + "sup_loss": 0.4858420350490581 + }, + { + "train_step": 9128, + "sup_loss": 0.684847240320964 + }, + { + "train_step": 9129, + "sup_loss": 0.7288714537005153 + }, + { + "train_step": 9130, + "sup_loss": 0.5366689429582685 + }, + { + "train_step": 9131, + "sup_loss": 0.2929812629294992 + }, + { + "train_step": 9132, + "sup_loss": 0.5329939933653774 + }, + { + "train_step": 9133, + "sup_loss": 0.5610876791141042 + }, + { + "train_step": 9134, + "sup_loss": 0.44120146091938983 + }, + { + "train_step": 9135, + "sup_loss": 0.5119379925789069 + }, + { + "train_step": 9136, + "sup_loss": 0.31949040579845245 + }, + { + "train_step": 9137, + "sup_loss": 0.5597285469713297 + }, + { + "train_step": 9138, + "sup_loss": 0.47749739236545086 + }, + { + "train_step": 9139, + "sup_loss": 0.49965600746537425 + }, + { + "train_step": 9140, + "sup_loss": 0.43627286823815414 + }, + { + "train_step": 9141, + "sup_loss": 0.4224995417235271 + }, + { + "train_step": 9142, + "sup_loss": 0.6960659790489157 + }, + { + "train_step": 9143, + "sup_loss": 0.5370937666113487 + }, + { + "train_step": 9144, + "sup_loss": 0.33865401417688207 + }, + { + "train_step": 9145, + "sup_loss": 0.7953836241994339 + }, + { + "train_step": 9146, + "sup_loss": 0.47335923120875706 + }, + { + "train_step": 9147, + "sup_loss": 0.5312564336587792 + }, + { + "train_step": 9148, + "sup_loss": 0.5926564518171463 + }, + { + "train_step": 9149, + "sup_loss": 0.36854407101431563 + }, + { + "train_step": 9150, + "sup_loss": 0.49028531736872877 + }, + { + "train_step": 9151, + "sup_loss": 0.7051602248626484 + }, + { + "train_step": 9152, + "sup_loss": 0.6335976732041071 + }, + { + "train_step": 9153, + "sup_loss": 0.5254506394203116 + }, + { + "train_step": 9154, + "sup_loss": 0.3164304873447751 + }, + { + "train_step": 9155, + "sup_loss": 0.6814375359442476 + }, + { + "train_step": 9156, + "sup_loss": 0.6383892637365586 + }, + { + "train_step": 9157, + "sup_loss": 0.5729629211733704 + }, + { + "train_step": 9158, + "sup_loss": 0.6240638440687419 + }, + { + "train_step": 9159, + "sup_loss": 0.3065066272179636 + }, + { + "train_step": 9160, + "sup_loss": 0.6871024020835149 + }, + { + "train_step": 9161, + "sup_loss": 0.4946443835903247 + }, + { + "train_step": 9162, + "sup_loss": 0.5160388291318447 + }, + { + "train_step": 9163, + "sup_loss": 0.46926657777154457 + }, + { + "train_step": 9164, + "sup_loss": 0.596582558829649 + }, + { + "train_step": 9165, + "sup_loss": 0.4911214386347902 + }, + { + "train_step": 9166, + "sup_loss": 0.6283158976458331 + }, + { + "train_step": 9167, + "sup_loss": 0.6018379172609923 + }, + { + "train_step": 9168, + "sup_loss": 0.43701389309072103 + }, + { + "train_step": 9169, + "sup_loss": 0.5918550585246457 + }, + { + "train_step": 9170, + "sup_loss": 0.5110494412261221 + }, + { + "train_step": 9171, + "sup_loss": 0.41862028530373596 + }, + { + "train_step": 9172, + "sup_loss": 0.6843979433353216 + }, + { + "train_step": 9173, + "sup_loss": 0.5604134885905103 + }, + { + "train_step": 9174, + "sup_loss": 0.36215581060481405 + }, + { + "train_step": 9175, + "sup_loss": 0.4865637400224709 + }, + { + "train_step": 9176, + "sup_loss": 0.7767140250906037 + }, + { + "train_step": 9177, + "sup_loss": 0.49567771265332583 + }, + { + "train_step": 9178, + "sup_loss": 0.6975854124560177 + }, + { + "train_step": 9179, + "sup_loss": 0.4492498351253537 + }, + { + "train_step": 9180, + "sup_loss": 0.5824579367125502 + }, + { + "train_step": 9181, + "sup_loss": 0.7013550939486068 + }, + { + "train_step": 9182, + "sup_loss": 0.607141403347404 + }, + { + "train_step": 9183, + "sup_loss": 0.4392773371730651 + }, + { + "train_step": 9184, + "sup_loss": 0.5486899623446073 + }, + { + "train_step": 9185, + "sup_loss": 0.47307079272801117 + }, + { + "train_step": 9186, + "sup_loss": 0.7131379844921932 + }, + { + "train_step": 9187, + "sup_loss": 0.5042955789791534 + }, + { + "train_step": 9188, + "sup_loss": 0.5978112669681432 + }, + { + "train_step": 9189, + "sup_loss": 0.47284100317451094 + }, + { + "train_step": 9190, + "sup_loss": 0.6312210194826068 + }, + { + "train_step": 9191, + "sup_loss": 0.5021030439548155 + }, + { + "train_step": 9192, + "sup_loss": 0.5233727454920449 + }, + { + "train_step": 9193, + "sup_loss": 0.6884099953437579 + }, + { + "train_step": 9194, + "sup_loss": 0.5856894098257178 + }, + { + "train_step": 9195, + "sup_loss": 0.6996021242730924 + }, + { + "train_step": 9196, + "sup_loss": 0.44034181161330577 + }, + { + "train_step": 9197, + "sup_loss": 0.6154046501254569 + }, + { + "train_step": 9198, + "sup_loss": 0.4798384829369812 + }, + { + "train_step": 9199, + "sup_loss": 0.4168492075727663 + }, + { + "train_step": 9200, + "sup_loss": 0.6334413269951416 + }, + { + "train_step": 9201, + "sup_loss": 0.5774662531799739 + }, + { + "train_step": 9202, + "sup_loss": 0.5334637261721636 + }, + { + "train_step": 9203, + "sup_loss": 0.528425877581149 + }, + { + "train_step": 9204, + "sup_loss": 0.7292306135221926 + }, + { + "train_step": 9205, + "sup_loss": 0.5175405115950961 + }, + { + "train_step": 9206, + "sup_loss": 0.5676175653003173 + }, + { + "train_step": 9207, + "sup_loss": 0.6901608757414406 + }, + { + "train_step": 9208, + "sup_loss": 0.6234574187366312 + }, + { + "train_step": 9209, + "sup_loss": 0.6143217644093136 + }, + { + "train_step": 9210, + "sup_loss": 0.6947623812837338 + }, + { + "train_step": 9211, + "sup_loss": 0.6188227972868244 + }, + { + "train_step": 9212, + "sup_loss": 0.6228180210628396 + }, + { + "train_step": 9213, + "sup_loss": 0.35892730110005966 + }, + { + "train_step": 9214, + "sup_loss": 0.49585992276607704 + }, + { + "train_step": 9215, + "sup_loss": 0.6303577362647198 + }, + { + "train_step": 9216, + "sup_loss": 0.45679661344307165 + }, + { + "train_step": 9217, + "sup_loss": 0.6046963115766552 + }, + { + "train_step": 9218, + "sup_loss": 0.5438597414109085 + }, + { + "train_step": 9219, + "sup_loss": 0.5322473379341749 + }, + { + "train_step": 9220, + "sup_loss": 0.5437513370157888 + }, + { + "train_step": 9221, + "sup_loss": 0.765426140895448 + }, + { + "train_step": 9222, + "sup_loss": 0.6824655595767846 + }, + { + "train_step": 9223, + "sup_loss": 0.4383986073005728 + }, + { + "train_step": 9224, + "sup_loss": 0.6169025270241427 + }, + { + "train_step": 9225, + "sup_loss": 0.6046610472371237 + }, + { + "train_step": 9226, + "sup_loss": 0.5817268515573463 + }, + { + "train_step": 9227, + "sup_loss": 0.6974925522986747 + }, + { + "train_step": 9228, + "sup_loss": 0.5856256412054313 + }, + { + "train_step": 9229, + "sup_loss": 0.5252664063758288 + }, + { + "train_step": 9230, + "sup_loss": 0.6629275650039659 + }, + { + "train_step": 9231, + "sup_loss": 0.6441059323878302 + }, + { + "train_step": 9232, + "sup_loss": 0.5203321190925946 + }, + { + "train_step": 9233, + "sup_loss": 0.7545330941791998 + }, + { + "train_step": 9234, + "sup_loss": 0.535426096569921 + }, + { + "train_step": 9235, + "sup_loss": 0.577575772620219 + }, + { + "train_step": 9236, + "sup_loss": 0.5605198942284698 + }, + { + "train_step": 9237, + "sup_loss": 0.5728875498261241 + }, + { + "train_step": 9238, + "sup_loss": 0.6449450217104074 + }, + { + "train_step": 9239, + "sup_loss": 0.6390666082216228 + }, + { + "train_step": 9240, + "sup_loss": 0.3795725951875638 + }, + { + "train_step": 9241, + "sup_loss": 0.5775450854410958 + }, + { + "train_step": 9242, + "sup_loss": 0.5783140578431563 + }, + { + "train_step": 9243, + "sup_loss": 0.71114562465183 + }, + { + "train_step": 9244, + "sup_loss": 0.4128050650837509 + }, + { + "train_step": 9245, + "sup_loss": 0.39192745762688813 + }, + { + "train_step": 9246, + "sup_loss": 0.4626694753592453 + }, + { + "train_step": 9247, + "sup_loss": 1.1842172806777405 + }, + { + "train_step": 9248, + "sup_loss": 0.463448646030742 + }, + { + "train_step": 9249, + "sup_loss": 0.5596543747056263 + }, + { + "train_step": 9250, + "sup_loss": 0.49365690544391133 + }, + { + "train_step": 9251, + "sup_loss": 0.5046495536613577 + }, + { + "train_step": 9252, + "sup_loss": 0.9781206309207948 + }, + { + "train_step": 9253, + "sup_loss": 0.44829112503909213 + }, + { + "train_step": 9254, + "sup_loss": 0.6101429202668994 + }, + { + "train_step": 9255, + "sup_loss": 0.6761847081428819 + }, + { + "train_step": 9256, + "sup_loss": 0.6678213804038695 + }, + { + "train_step": 9257, + "sup_loss": 0.42620046367611863 + }, + { + "train_step": 9258, + "sup_loss": 0.43452574560508117 + }, + { + "train_step": 9259, + "sup_loss": 0.5472028710635409 + }, + { + "train_step": 9260, + "sup_loss": 0.5239790273770405 + }, + { + "train_step": 9261, + "sup_loss": 0.5511364003150242 + }, + { + "train_step": 9262, + "sup_loss": 0.5478105638402978 + }, + { + "train_step": 9263, + "sup_loss": 0.6746294795786258 + }, + { + "train_step": 9264, + "sup_loss": 0.5657954681123984 + }, + { + "train_step": 9265, + "sup_loss": 0.5963795412650272 + }, + { + "train_step": 9266, + "sup_loss": 0.6326691293629112 + }, + { + "train_step": 9267, + "sup_loss": 0.5247342254823809 + }, + { + "train_step": 9268, + "sup_loss": 0.5465294415891552 + }, + { + "train_step": 9269, + "sup_loss": 0.5769100781731951 + }, + { + "train_step": 9270, + "sup_loss": 0.5764086248762439 + }, + { + "train_step": 9271, + "sup_loss": 0.5242254809561698 + }, + { + "train_step": 9272, + "sup_loss": 0.5432147156466862 + }, + { + "train_step": 9273, + "sup_loss": 0.465769000461237 + }, + { + "train_step": 9274, + "sup_loss": 0.6473893319843248 + }, + { + "train_step": 9275, + "sup_loss": 0.4495779203583841 + }, + { + "train_step": 9276, + "sup_loss": 0.4624787303578823 + }, + { + "train_step": 9277, + "sup_loss": 0.5215239257940975 + }, + { + "train_step": 9278, + "sup_loss": 0.6997060460532616 + }, + { + "train_step": 9279, + "sup_loss": 0.6947026348486474 + }, + { + "train_step": 9280, + "sup_loss": 0.6105651993941318 + }, + { + "train_step": 9281, + "sup_loss": 0.5895874190212104 + }, + { + "train_step": 9282, + "sup_loss": 0.4760208836438244 + }, + { + "train_step": 9283, + "sup_loss": 0.5759513175848842 + }, + { + "train_step": 9284, + "sup_loss": 0.48216989616769945 + }, + { + "train_step": 9285, + "sup_loss": 0.8322846591873232 + }, + { + "train_step": 9286, + "sup_loss": 0.4050552509397279 + }, + { + "train_step": 9287, + "sup_loss": 0.7184178608196122 + }, + { + "train_step": 9288, + "sup_loss": 0.606088437475664 + }, + { + "train_step": 9289, + "sup_loss": 0.7074549842412742 + }, + { + "train_step": 9290, + "sup_loss": 0.6700240234885526 + }, + { + "train_step": 9291, + "sup_loss": 0.3949910390189368 + }, + { + "train_step": 9292, + "sup_loss": 0.5940848225559872 + }, + { + "train_step": 9293, + "sup_loss": 0.5610274457710444 + }, + { + "train_step": 9294, + "sup_loss": 0.3617518089585317 + }, + { + "train_step": 9295, + "sup_loss": 0.6749695916940539 + }, + { + "train_step": 9296, + "sup_loss": 0.7794421706753901 + }, + { + "train_step": 9297, + "sup_loss": 0.465382493795131 + }, + { + "train_step": 9298, + "sup_loss": 0.49065011491061983 + }, + { + "train_step": 9299, + "sup_loss": 0.4446380290524296 + }, + { + "train_step": 9300, + "sup_loss": 0.5643852675832892 + }, + { + "train_step": 9301, + "sup_loss": 0.6410736578385929 + }, + { + "train_step": 9302, + "sup_loss": 0.38164421129757226 + }, + { + "train_step": 9303, + "sup_loss": 0.40960599023427285 + }, + { + "train_step": 9304, + "sup_loss": 0.6145486745238455 + }, + { + "train_step": 9305, + "sup_loss": 0.42285091362509686 + }, + { + "train_step": 9306, + "sup_loss": 0.6927910111874775 + }, + { + "train_step": 9307, + "sup_loss": 0.529018065050377 + }, + { + "train_step": 9308, + "sup_loss": 0.6735519320430902 + }, + { + "train_step": 9309, + "sup_loss": 0.7700675476917314 + }, + { + "train_step": 9310, + "sup_loss": 0.5705186062625593 + }, + { + "train_step": 9311, + "sup_loss": 0.5111245030318803 + }, + { + "train_step": 9312, + "sup_loss": 0.4772532935295464 + }, + { + "train_step": 9313, + "sup_loss": 0.6636848963778585 + }, + { + "train_step": 9314, + "sup_loss": 0.6364132261136847 + }, + { + "train_step": 9315, + "sup_loss": 0.6825764845990423 + }, + { + "train_step": 9316, + "sup_loss": 0.736685860517376 + }, + { + "train_step": 9317, + "sup_loss": 0.6361404416754263 + }, + { + "train_step": 9318, + "sup_loss": 0.5988754642374939 + }, + { + "train_step": 9319, + "sup_loss": 0.4432007242991837 + }, + { + "train_step": 9320, + "sup_loss": 0.4622764822120332 + }, + { + "train_step": 9321, + "sup_loss": 0.4837498748606976 + }, + { + "train_step": 9322, + "sup_loss": 0.7848766688592717 + }, + { + "train_step": 9323, + "sup_loss": 0.8721655410966325 + }, + { + "train_step": 9324, + "sup_loss": 0.3896700079461693 + }, + { + "train_step": 9325, + "sup_loss": 0.3628353033894812 + }, + { + "train_step": 9326, + "sup_loss": 0.5039564543946391 + }, + { + "train_step": 9327, + "sup_loss": 0.6524594928497562 + }, + { + "train_step": 9328, + "sup_loss": 0.720421706510995 + }, + { + "train_step": 9329, + "sup_loss": 0.4018434067157056 + }, + { + "train_step": 9330, + "sup_loss": 0.5022335717203377 + }, + { + "train_step": 9331, + "sup_loss": 0.6683152805834742 + }, + { + "train_step": 9332, + "sup_loss": 0.5399011081149192 + }, + { + "train_step": 9333, + "sup_loss": 0.6283997475760384 + }, + { + "train_step": 9334, + "sup_loss": 0.6242440887600369 + }, + { + "train_step": 9335, + "sup_loss": 0.517880702316739 + }, + { + "train_step": 9336, + "sup_loss": 0.610162088565258 + }, + { + "train_step": 9337, + "sup_loss": 0.588169846755583 + }, + { + "train_step": 9338, + "sup_loss": 0.5225584739614436 + }, + { + "train_step": 9339, + "sup_loss": 0.6251648317765126 + }, + { + "train_step": 9340, + "sup_loss": 0.44450882538032865 + }, + { + "train_step": 9341, + "sup_loss": 0.4040077093555276 + }, + { + "train_step": 9342, + "sup_loss": 0.346292925532784 + }, + { + "train_step": 9343, + "sup_loss": 0.6224493036347162 + }, + { + "train_step": 9344, + "sup_loss": 0.5912944995576973 + }, + { + "train_step": 9345, + "sup_loss": 0.6602986597019235 + }, + { + "train_step": 9346, + "sup_loss": 0.262264711062573 + }, + { + "train_step": 9347, + "sup_loss": 0.46467498159751336 + }, + { + "train_step": 9348, + "sup_loss": 0.5387837110469545 + }, + { + "train_step": 9349, + "sup_loss": 0.8185730714273192 + }, + { + "train_step": 9350, + "sup_loss": 0.5570880696108278 + }, + { + "train_step": 9351, + "sup_loss": 0.6008699429574317 + }, + { + "train_step": 9352, + "sup_loss": 0.4095335177292803 + }, + { + "train_step": 9353, + "sup_loss": 0.6096528609202119 + }, + { + "train_step": 9354, + "sup_loss": 0.7866083818560762 + }, + { + "train_step": 9355, + "sup_loss": 0.6600355196676921 + }, + { + "train_step": 9356, + "sup_loss": 0.5637409764063038 + }, + { + "train_step": 9357, + "sup_loss": 0.5881052395169415 + }, + { + "train_step": 9358, + "sup_loss": 0.6248015508201384 + }, + { + "train_step": 9359, + "sup_loss": 0.5625862143666023 + }, + { + "train_step": 9360, + "sup_loss": 0.5998536200299248 + }, + { + "train_step": 9361, + "sup_loss": 0.5451447125323294 + }, + { + "train_step": 9362, + "sup_loss": 0.5204977170714183 + }, + { + "train_step": 9363, + "sup_loss": 0.5679270470482382 + }, + { + "train_step": 9364, + "sup_loss": 0.6085081959532054 + }, + { + "train_step": 9365, + "sup_loss": 0.7645370644727252 + }, + { + "train_step": 9366, + "sup_loss": 0.7100225735021874 + }, + { + "train_step": 9367, + "sup_loss": 0.6865611526501529 + }, + { + "train_step": 9368, + "sup_loss": 0.5829168728694467 + }, + { + "train_step": 9369, + "sup_loss": 0.816522937493153 + }, + { + "train_step": 9370, + "sup_loss": 0.36633469513975997 + }, + { + "train_step": 9371, + "sup_loss": 0.5132621035906286 + }, + { + "train_step": 9372, + "sup_loss": 0.6879730851088184 + }, + { + "train_step": 9373, + "sup_loss": 0.5790918481723368 + }, + { + "train_step": 9374, + "sup_loss": 0.5857818696351174 + }, + { + "train_step": 9375, + "sup_loss": 0.40862595578744176 + }, + { + "train_step": 9376, + "sup_loss": 0.457478450418266 + }, + { + "train_step": 9377, + "sup_loss": 0.37620232489530125 + }, + { + "train_step": 9378, + "sup_loss": 0.6187596874407587 + }, + { + "train_step": 9379, + "sup_loss": 0.5233369177667051 + }, + { + "train_step": 9380, + "sup_loss": 0.5040754977086137 + }, + { + "train_step": 9381, + "sup_loss": 0.5188802935102551 + }, + { + "train_step": 9382, + "sup_loss": 0.5724120666996891 + }, + { + "train_step": 9383, + "sup_loss": 0.5175434420197642 + }, + { + "train_step": 9384, + "sup_loss": 0.773814794054098 + }, + { + "train_step": 9385, + "sup_loss": 0.7721185067476416 + }, + { + "train_step": 9386, + "sup_loss": 0.45573366157826845 + }, + { + "train_step": 9387, + "sup_loss": 0.5442203860500434 + }, + { + "train_step": 9388, + "sup_loss": 0.5472027236557743 + }, + { + "train_step": 9389, + "sup_loss": 0.726286150578268 + }, + { + "train_step": 9390, + "sup_loss": 0.6214077260140851 + }, + { + "train_step": 9391, + "sup_loss": 0.7838639043331928 + }, + { + "train_step": 9392, + "sup_loss": 0.5937696951130966 + }, + { + "train_step": 9393, + "sup_loss": 0.47261364680260787 + }, + { + "train_step": 9394, + "sup_loss": 0.6761381915874662 + }, + { + "train_step": 9395, + "sup_loss": 0.5517916296370833 + }, + { + "train_step": 9396, + "sup_loss": 0.565938046747326 + }, + { + "train_step": 9397, + "sup_loss": 0.5198306948406543 + }, + { + "train_step": 9398, + "sup_loss": 0.7568760801454909 + }, + { + "train_step": 9399, + "sup_loss": 0.6634881154325021 + }, + { + "train_step": 9400, + "sup_loss": 0.491718825672686 + }, + { + "train_step": 9401, + "sup_loss": 0.5644757085136427 + }, + { + "train_step": 9402, + "sup_loss": 0.4810085078051352 + }, + { + "train_step": 9403, + "sup_loss": 0.4706195695365536 + }, + { + "train_step": 9404, + "sup_loss": 0.5570644039650456 + }, + { + "train_step": 9405, + "sup_loss": 0.45608182307701123 + }, + { + "train_step": 9406, + "sup_loss": 0.64718018869459 + }, + { + "train_step": 9407, + "sup_loss": 0.6570996237514432 + }, + { + "train_step": 9408, + "sup_loss": 0.6732815410390791 + }, + { + "train_step": 9409, + "sup_loss": 0.5833068438042269 + }, + { + "train_step": 9410, + "sup_loss": 0.585926171792217 + }, + { + "train_step": 9411, + "sup_loss": 0.4752030098935684 + }, + { + "train_step": 9412, + "sup_loss": 0.7085668127982856 + }, + { + "train_step": 9413, + "sup_loss": 0.48217040495779306 + }, + { + "train_step": 9414, + "sup_loss": 0.7118721769933153 + }, + { + "train_step": 9415, + "sup_loss": 0.6809379293603312 + }, + { + "train_step": 9416, + "sup_loss": 0.6617638960687225 + }, + { + "train_step": 9417, + "sup_loss": 0.5128793092353956 + }, + { + "train_step": 9418, + "sup_loss": 0.6510538764530768 + }, + { + "train_step": 9419, + "sup_loss": 0.46888463182650775 + }, + { + "train_step": 9420, + "sup_loss": 0.6075050128405887 + }, + { + "train_step": 9421, + "sup_loss": 0.6113136236297788 + }, + { + "train_step": 9422, + "sup_loss": 0.4904913812246866 + }, + { + "train_step": 9423, + "sup_loss": 0.6644677084630394 + }, + { + "train_step": 9424, + "sup_loss": 0.5036694201940765 + }, + { + "train_step": 9425, + "sup_loss": 0.5869065922422205 + }, + { + "train_step": 9426, + "sup_loss": 0.6909043660767702 + }, + { + "train_step": 9427, + "sup_loss": 0.39462445202113833 + }, + { + "train_step": 9428, + "sup_loss": 0.4415359878069935 + }, + { + "train_step": 9429, + "sup_loss": 0.5556656377568443 + }, + { + "train_step": 9430, + "sup_loss": 0.46090111754895996 + }, + { + "train_step": 9431, + "sup_loss": 0.33230125994171283 + }, + { + "train_step": 9432, + "sup_loss": 0.3949719167585379 + }, + { + "train_step": 9433, + "sup_loss": 0.5947345145858887 + }, + { + "train_step": 9434, + "sup_loss": 0.6360565960457485 + }, + { + "train_step": 9435, + "sup_loss": 0.4819004923660795 + }, + { + "train_step": 9436, + "sup_loss": 0.45342074889304856 + }, + { + "train_step": 9437, + "sup_loss": 0.4345153587713834 + }, + { + "train_step": 9438, + "sup_loss": 0.6254774709454719 + }, + { + "train_step": 9439, + "sup_loss": 0.3880371246363122 + }, + { + "train_step": 9440, + "sup_loss": 0.4924142387570156 + }, + { + "train_step": 9441, + "sup_loss": 0.7957556652023148 + }, + { + "train_step": 9442, + "sup_loss": 0.5199629154279626 + }, + { + "train_step": 9443, + "sup_loss": 0.7304732274913234 + }, + { + "train_step": 9444, + "sup_loss": 0.6115768062219076 + }, + { + "train_step": 9445, + "sup_loss": 0.4462730934330427 + }, + { + "train_step": 9446, + "sup_loss": 0.6235742478253454 + }, + { + "train_step": 9447, + "sup_loss": 0.4561179531222184 + }, + { + "train_step": 9448, + "sup_loss": 0.6506025876677239 + }, + { + "train_step": 9449, + "sup_loss": 0.8340730893002339 + }, + { + "train_step": 9450, + "sup_loss": 0.4432655167573158 + }, + { + "train_step": 9451, + "sup_loss": 0.7071298898966404 + }, + { + "train_step": 9452, + "sup_loss": 0.496962206125905 + }, + { + "train_step": 9453, + "sup_loss": 0.3576182258823869 + }, + { + "train_step": 9454, + "sup_loss": 0.6617937679704977 + }, + { + "train_step": 9455, + "sup_loss": 0.7385881787344557 + }, + { + "train_step": 9456, + "sup_loss": 0.4688317313754975 + }, + { + "train_step": 9457, + "sup_loss": 0.6693751641685897 + }, + { + "train_step": 9458, + "sup_loss": 0.709643357007501 + }, + { + "train_step": 9459, + "sup_loss": 0.5106615689524991 + }, + { + "train_step": 9460, + "sup_loss": 0.54740652210346 + }, + { + "train_step": 9461, + "sup_loss": 0.6251131610312343 + }, + { + "train_step": 9462, + "sup_loss": 0.5810533240471775 + }, + { + "train_step": 9463, + "sup_loss": 0.4824950085323111 + }, + { + "train_step": 9464, + "sup_loss": 0.4254725845865225 + }, + { + "train_step": 9465, + "sup_loss": 0.6268119417838265 + }, + { + "train_step": 9466, + "sup_loss": 0.5228692525338468 + }, + { + "train_step": 9467, + "sup_loss": 0.8676383220473036 + }, + { + "train_step": 9468, + "sup_loss": 0.5686768124946784 + }, + { + "train_step": 9469, + "sup_loss": 0.4481014382609245 + }, + { + "train_step": 9470, + "sup_loss": 0.5012898441202059 + }, + { + "train_step": 9471, + "sup_loss": 0.6568009969545782 + }, + { + "train_step": 9472, + "sup_loss": 0.48377122836493625 + }, + { + "train_step": 9473, + "sup_loss": 0.600648218600973 + }, + { + "train_step": 9474, + "sup_loss": 0.4989782649388564 + }, + { + "train_step": 9475, + "sup_loss": 0.43847664287328453 + }, + { + "train_step": 9476, + "sup_loss": 0.5732429110473845 + }, + { + "train_step": 9477, + "sup_loss": 0.6426270320165139 + }, + { + "train_step": 9478, + "sup_loss": 0.347700259583018 + }, + { + "train_step": 9479, + "sup_loss": 0.5628113685941161 + }, + { + "train_step": 9480, + "sup_loss": 0.7000305822076324 + }, + { + "train_step": 9481, + "sup_loss": 0.3698643884066058 + }, + { + "train_step": 9482, + "sup_loss": 0.7483232904766751 + }, + { + "train_step": 9483, + "sup_loss": 0.5708343196613581 + }, + { + "train_step": 9484, + "sup_loss": 0.4092631758287418 + }, + { + "train_step": 9485, + "sup_loss": 0.5790568678877728 + }, + { + "train_step": 9486, + "sup_loss": 0.356655690307579 + }, + { + "train_step": 9487, + "sup_loss": 0.2764775059463743 + }, + { + "train_step": 9488, + "sup_loss": 0.7005570354015191 + }, + { + "train_step": 9489, + "sup_loss": 0.6096184891122176 + }, + { + "train_step": 9490, + "sup_loss": 0.5137910883202988 + }, + { + "train_step": 9491, + "sup_loss": 0.7025441769525878 + }, + { + "train_step": 9492, + "sup_loss": 0.41857340623650185 + }, + { + "train_step": 9493, + "sup_loss": 0.5939062098817394 + }, + { + "train_step": 9494, + "sup_loss": 0.3724623935051139 + }, + { + "train_step": 9495, + "sup_loss": 0.6681015131803038 + }, + { + "train_step": 9496, + "sup_loss": 0.6072956515598685 + }, + { + "train_step": 9497, + "sup_loss": 0.3647217650715955 + }, + { + "train_step": 9498, + "sup_loss": 0.546503927592712 + }, + { + "train_step": 9499, + "sup_loss": 0.6665396725531504 + }, + { + "train_step": 9500, + "sup_loss": 0.47992403769628833 + }, + { + "train_step": 9501, + "sup_loss": 0.2139701735964621 + }, + { + "train_step": 9502, + "sup_loss": 0.823060644381215 + }, + { + "train_step": 9503, + "sup_loss": 0.7032089278402996 + }, + { + "train_step": 9504, + "sup_loss": 0.5509321012756698 + }, + { + "train_step": 9505, + "sup_loss": 0.655114261043265 + }, + { + "train_step": 9506, + "sup_loss": 0.39677678176212805 + }, + { + "train_step": 9507, + "sup_loss": 0.25400972366115965 + }, + { + "train_step": 9508, + "sup_loss": 0.6497831247020637 + }, + { + "train_step": 9509, + "sup_loss": 0.5821330877154156 + }, + { + "train_step": 9510, + "sup_loss": 0.6069373078899587 + }, + { + "train_step": 9511, + "sup_loss": 0.48705589274525485 + }, + { + "train_step": 9512, + "sup_loss": 0.3693742551364867 + }, + { + "train_step": 9513, + "sup_loss": 0.632064134963208 + }, + { + "train_step": 9514, + "sup_loss": 0.6575216057361889 + }, + { + "train_step": 9515, + "sup_loss": 0.3869650283773553 + }, + { + "train_step": 9516, + "sup_loss": 0.8560780370542495 + }, + { + "train_step": 9517, + "sup_loss": 0.5754342295399204 + }, + { + "train_step": 9518, + "sup_loss": 0.6820513636725881 + }, + { + "train_step": 9519, + "sup_loss": 0.474626642324839 + }, + { + "train_step": 9520, + "sup_loss": 0.7701425323441395 + }, + { + "train_step": 9521, + "sup_loss": 0.5397285008003071 + }, + { + "train_step": 9522, + "sup_loss": 0.7448155627572619 + }, + { + "train_step": 9523, + "sup_loss": 0.5538299989493397 + }, + { + "train_step": 9524, + "sup_loss": 0.45151132467802907 + }, + { + "train_step": 9525, + "sup_loss": 0.5424086512376188 + }, + { + "train_step": 9526, + "sup_loss": 0.12608646081599434 + }, + { + "train_step": 9527, + "sup_loss": 0.5162929916473102 + }, + { + "train_step": 9528, + "sup_loss": 0.48895800669659456 + }, + { + "train_step": 9529, + "sup_loss": 0.5680603652439108 + }, + { + "train_step": 9530, + "sup_loss": 0.5642461445953282 + }, + { + "train_step": 9531, + "sup_loss": 0.5133833722147091 + }, + { + "train_step": 9532, + "sup_loss": 0.6468074913341303 + }, + { + "train_step": 9533, + "sup_loss": 0.6741382274041543 + }, + { + "train_step": 9534, + "sup_loss": 0.5811588076461859 + }, + { + "train_step": 9535, + "sup_loss": 0.6432469499732821 + }, + { + "train_step": 9536, + "sup_loss": 0.6444531406857523 + }, + { + "train_step": 9537, + "sup_loss": 0.7402272258427482 + }, + { + "train_step": 9538, + "sup_loss": 0.5046189152708022 + }, + { + "train_step": 9539, + "sup_loss": 0.6639836093476745 + }, + { + "train_step": 9540, + "sup_loss": 0.6661648998166655 + }, + { + "train_step": 9541, + "sup_loss": 0.52582961916371 + }, + { + "train_step": 9542, + "sup_loss": 0.7280160331114706 + }, + { + "train_step": 9543, + "sup_loss": 0.612476807368323 + }, + { + "train_step": 9544, + "sup_loss": 0.4347419710359107 + }, + { + "train_step": 9545, + "sup_loss": 0.7715086429841131 + }, + { + "train_step": 9546, + "sup_loss": 0.43223799553269165 + }, + { + "train_step": 9547, + "sup_loss": 0.6494271401329486 + }, + { + "train_step": 9548, + "sup_loss": 0.7960136299865322 + }, + { + "train_step": 9549, + "sup_loss": 0.6538983623698573 + }, + { + "train_step": 9550, + "sup_loss": 0.574723330358557 + }, + { + "train_step": 9551, + "sup_loss": 0.48068261443679683 + }, + { + "train_step": 9552, + "sup_loss": 0.49861201984634607 + }, + { + "train_step": 9553, + "sup_loss": 0.5128474340560673 + }, + { + "train_step": 9554, + "sup_loss": 0.7065688234590338 + }, + { + "train_step": 9555, + "sup_loss": 0.6577660476526596 + }, + { + "train_step": 9556, + "sup_loss": 0.5788932907981887 + }, + { + "train_step": 9557, + "sup_loss": 0.6126683872200143 + }, + { + "train_step": 9558, + "sup_loss": 0.38122776588076335 + }, + { + "train_step": 9559, + "sup_loss": 0.5994409806063941 + }, + { + "train_step": 9560, + "sup_loss": 0.42447773458194527 + }, + { + "train_step": 9561, + "sup_loss": 0.4251863970129485 + }, + { + "train_step": 9562, + "sup_loss": 0.7833075019312251 + }, + { + "train_step": 9563, + "sup_loss": 0.4472581895756377 + }, + { + "train_step": 9564, + "sup_loss": 0.5414938594980252 + }, + { + "train_step": 9565, + "sup_loss": 0.4100072151428208 + }, + { + "train_step": 9566, + "sup_loss": 0.5823624511580803 + }, + { + "train_step": 9567, + "sup_loss": 0.7612139039029591 + }, + { + "train_step": 9568, + "sup_loss": 0.46046778194631127 + }, + { + "train_step": 9569, + "sup_loss": 0.5948975693173455 + }, + { + "train_step": 9570, + "sup_loss": 0.5514348647781715 + }, + { + "train_step": 9571, + "sup_loss": 0.6517752159561017 + }, + { + "train_step": 9572, + "sup_loss": 0.6446747476056388 + }, + { + "train_step": 9573, + "sup_loss": 0.4452729775073793 + }, + { + "train_step": 9574, + "sup_loss": 0.47898934433075097 + }, + { + "train_step": 9575, + "sup_loss": 0.4324237035201356 + }, + { + "train_step": 9576, + "sup_loss": 0.4502091921924179 + }, + { + "train_step": 9577, + "sup_loss": 0.6556715323466392 + }, + { + "train_step": 9578, + "sup_loss": 0.6243606736153848 + }, + { + "train_step": 9579, + "sup_loss": 0.426245169903542 + }, + { + "train_step": 9580, + "sup_loss": 0.6256191692043876 + }, + { + "train_step": 9581, + "sup_loss": 0.7552494848255379 + }, + { + "train_step": 9582, + "sup_loss": 0.7397480014324553 + }, + { + "train_step": 9583, + "sup_loss": 0.8082186819735384 + }, + { + "train_step": 9584, + "sup_loss": 0.4819161819550868 + }, + { + "train_step": 9585, + "sup_loss": 0.5289997175752483 + }, + { + "train_step": 9586, + "sup_loss": 0.5719255588060177 + }, + { + "train_step": 9587, + "sup_loss": 0.6398484889164612 + }, + { + "train_step": 9588, + "sup_loss": 0.401889645178811 + }, + { + "train_step": 9589, + "sup_loss": 0.673796226258811 + }, + { + "train_step": 9590, + "sup_loss": 0.40160553361954376 + }, + { + "train_step": 9591, + "sup_loss": 0.7026327513993098 + }, + { + "train_step": 9592, + "sup_loss": 0.4601329959466984 + }, + { + "train_step": 9593, + "sup_loss": 0.5571880090038626 + }, + { + "train_step": 9594, + "sup_loss": 0.6269133052951089 + }, + { + "train_step": 9595, + "sup_loss": 0.31511820451741557 + }, + { + "train_step": 9596, + "sup_loss": 0.626072399359277 + }, + { + "train_step": 9597, + "sup_loss": 0.5075192982244164 + }, + { + "train_step": 9598, + "sup_loss": 0.5637764499394345 + }, + { + "train_step": 9599, + "sup_loss": 0.5324670942904451 + }, + { + "train_step": 9600, + "sup_loss": 0.45726636473275883 + }, + { + "train_step": 9601, + "sup_loss": 0.3713866879002535 + }, + { + "train_step": 9602, + "sup_loss": 0.4709176851636849 + }, + { + "train_step": 9603, + "sup_loss": 0.6570740436846404 + }, + { + "train_step": 9604, + "sup_loss": 0.8183753686354783 + }, + { + "train_step": 9605, + "sup_loss": 0.5395783958438534 + }, + { + "train_step": 9606, + "sup_loss": 0.4458207896401609 + }, + { + "train_step": 9607, + "sup_loss": 0.7311694770334044 + }, + { + "train_step": 9608, + "sup_loss": 0.5111735903677614 + }, + { + "train_step": 9609, + "sup_loss": 0.4231516648890253 + }, + { + "train_step": 9610, + "sup_loss": 0.37726694212412304 + }, + { + "train_step": 9611, + "sup_loss": 0.5019106878173459 + }, + { + "train_step": 9612, + "sup_loss": 0.6760038254358864 + }, + { + "train_step": 9613, + "sup_loss": 0.6474252604129722 + }, + { + "train_step": 9614, + "sup_loss": 0.4427720986920952 + }, + { + "train_step": 9615, + "sup_loss": 0.5832911785712311 + }, + { + "train_step": 9616, + "sup_loss": 0.6098799924863281 + }, + { + "train_step": 9617, + "sup_loss": 0.5995542007784246 + }, + { + "train_step": 9618, + "sup_loss": 0.5659916198592325 + }, + { + "train_step": 9619, + "sup_loss": 0.8289994229720459 + }, + { + "train_step": 9620, + "sup_loss": 0.6606146646868511 + }, + { + "train_step": 9621, + "sup_loss": 0.6283507770992115 + }, + { + "train_step": 9622, + "sup_loss": 0.5600860419137742 + }, + { + "train_step": 9623, + "sup_loss": 0.720306465875454 + }, + { + "train_step": 9624, + "sup_loss": 0.5562803398970191 + }, + { + "train_step": 9625, + "sup_loss": 0.8191045078110729 + }, + { + "train_step": 9626, + "sup_loss": 0.5297402974413365 + }, + { + "train_step": 9627, + "sup_loss": 0.5579109705436704 + }, + { + "train_step": 9628, + "sup_loss": 0.7635724089158501 + }, + { + "train_step": 9629, + "sup_loss": 0.6237696367232918 + }, + { + "train_step": 9630, + "sup_loss": 0.45532841469758945 + }, + { + "train_step": 9631, + "sup_loss": 0.5573427775400196 + }, + { + "train_step": 9632, + "sup_loss": 0.532527265010791 + }, + { + "train_step": 9633, + "sup_loss": 0.5676909445682534 + }, + { + "train_step": 9634, + "sup_loss": 0.6186668888337491 + }, + { + "train_step": 9635, + "sup_loss": 0.5295115765608324 + }, + { + "train_step": 9636, + "sup_loss": 0.714108643230978 + }, + { + "train_step": 9637, + "sup_loss": 0.5976290521427869 + }, + { + "train_step": 9638, + "sup_loss": 0.4961963448083445 + }, + { + "train_step": 9639, + "sup_loss": 0.6069886286835235 + }, + { + "train_step": 9640, + "sup_loss": 0.7737542654456715 + }, + { + "train_step": 9641, + "sup_loss": 0.6545143440282808 + }, + { + "train_step": 9642, + "sup_loss": 0.4532569756165184 + }, + { + "train_step": 9643, + "sup_loss": 0.624290745487485 + }, + { + "train_step": 9644, + "sup_loss": 0.6126189086123616 + }, + { + "train_step": 9645, + "sup_loss": 0.48088678711203553 + }, + { + "train_step": 9646, + "sup_loss": 0.5465385096321241 + }, + { + "train_step": 9647, + "sup_loss": 0.5448507258130014 + }, + { + "train_step": 9648, + "sup_loss": 0.5552183105432967 + }, + { + "train_step": 9649, + "sup_loss": 0.4756121735614238 + }, + { + "train_step": 9650, + "sup_loss": 0.4912616159068206 + }, + { + "train_step": 9651, + "sup_loss": 0.6579689520164063 + }, + { + "train_step": 9652, + "sup_loss": 0.6498773574896803 + }, + { + "train_step": 9653, + "sup_loss": 0.5125411090970513 + }, + { + "train_step": 9654, + "sup_loss": 0.5740816452634783 + }, + { + "train_step": 9655, + "sup_loss": 0.5981921753108266 + }, + { + "train_step": 9656, + "sup_loss": 0.5082368918130831 + }, + { + "train_step": 9657, + "sup_loss": 0.6403700994596692 + }, + { + "train_step": 9658, + "sup_loss": 0.5688779483033527 + }, + { + "train_step": 9659, + "sup_loss": 0.557126333564851 + }, + { + "train_step": 9660, + "sup_loss": 0.5880129973473278 + }, + { + "train_step": 9661, + "sup_loss": 0.5294791119634753 + }, + { + "train_step": 9662, + "sup_loss": 0.3408961172050491 + }, + { + "train_step": 9663, + "sup_loss": 0.5062249313236973 + }, + { + "train_step": 9664, + "sup_loss": 0.7051732881937557 + }, + { + "train_step": 9665, + "sup_loss": 0.5683711406261465 + }, + { + "train_step": 9666, + "sup_loss": 0.4650761837062251 + }, + { + "train_step": 9667, + "sup_loss": 0.6883675083765602 + }, + { + "train_step": 9668, + "sup_loss": 0.5375454714351331 + }, + { + "train_step": 9669, + "sup_loss": 0.6280007121257616 + }, + { + "train_step": 9670, + "sup_loss": 0.457492524121195 + }, + { + "train_step": 9671, + "sup_loss": 0.6495056542628503 + }, + { + "train_step": 9672, + "sup_loss": 0.6412472984567014 + }, + { + "train_step": 9673, + "sup_loss": 0.7484676325803868 + }, + { + "train_step": 9674, + "sup_loss": 0.47503308128787786 + }, + { + "train_step": 9675, + "sup_loss": 0.9508874891914096 + }, + { + "train_step": 9676, + "sup_loss": 0.3642900937565096 + }, + { + "train_step": 9677, + "sup_loss": 0.3632919223402303 + }, + { + "train_step": 9678, + "sup_loss": 0.45829478102596133 + }, + { + "train_step": 9679, + "sup_loss": 0.6916208824224336 + }, + { + "train_step": 9680, + "sup_loss": 0.4771847500083932 + }, + { + "train_step": 9681, + "sup_loss": 0.63055205906549 + }, + { + "train_step": 9682, + "sup_loss": 0.6856677632548628 + }, + { + "train_step": 9683, + "sup_loss": 0.6228014711698349 + }, + { + "train_step": 9684, + "sup_loss": 0.5055639283694348 + }, + { + "train_step": 9685, + "sup_loss": 0.45528460480546995 + }, + { + "train_step": 9686, + "sup_loss": 0.44871033193441984 + }, + { + "train_step": 9687, + "sup_loss": 0.4278581140831406 + }, + { + "train_step": 9688, + "sup_loss": 0.8763310199530687 + }, + { + "train_step": 9689, + "sup_loss": 0.7689410491216696 + }, + { + "train_step": 9690, + "sup_loss": 0.529892696888752 + }, + { + "train_step": 9691, + "sup_loss": 0.6974899770027492 + }, + { + "train_step": 9692, + "sup_loss": 0.6512994577469667 + }, + { + "train_step": 9693, + "sup_loss": 0.5431990228953478 + }, + { + "train_step": 9694, + "sup_loss": 0.47799004854943355 + }, + { + "train_step": 9695, + "sup_loss": 0.7029105303548158 + }, + { + "train_step": 9696, + "sup_loss": 0.4050764097208977 + }, + { + "train_step": 9697, + "sup_loss": 0.6506738715647825 + }, + { + "train_step": 9698, + "sup_loss": 0.758564483070022 + }, + { + "train_step": 9699, + "sup_loss": 0.517945826039056 + }, + { + "train_step": 9700, + "sup_loss": 0.5978123261805119 + }, + { + "train_step": 9701, + "sup_loss": 0.5583000795362212 + }, + { + "train_step": 9702, + "sup_loss": 0.7831156332282576 + }, + { + "train_step": 9703, + "sup_loss": 0.5072373016732524 + }, + { + "train_step": 9704, + "sup_loss": 0.3834153708321411 + }, + { + "train_step": 9705, + "sup_loss": 0.6158756908092661 + }, + { + "train_step": 9706, + "sup_loss": 0.6973391562343669 + }, + { + "train_step": 9707, + "sup_loss": 0.34823674711750996 + }, + { + "train_step": 9708, + "sup_loss": 0.6415178151189819 + }, + { + "train_step": 9709, + "sup_loss": 0.7913295421340073 + }, + { + "train_step": 9710, + "sup_loss": 0.5838730042205518 + }, + { + "train_step": 9711, + "sup_loss": 0.5967576810829708 + }, + { + "train_step": 9712, + "sup_loss": 0.751977223596146 + }, + { + "train_step": 9713, + "sup_loss": 0.600315387715028 + }, + { + "train_step": 9714, + "sup_loss": 0.6947127377476439 + }, + { + "train_step": 9715, + "sup_loss": 0.5861444145415639 + }, + { + "train_step": 9716, + "sup_loss": 0.8589465999462563 + }, + { + "train_step": 9717, + "sup_loss": 0.46329293886221745 + }, + { + "train_step": 9718, + "sup_loss": 0.5952815271573048 + }, + { + "train_step": 9719, + "sup_loss": 0.45544116288831527 + }, + { + "train_step": 9720, + "sup_loss": 0.6580522138257593 + }, + { + "train_step": 9721, + "sup_loss": 0.379620414938359 + }, + { + "train_step": 9722, + "sup_loss": 0.5472287657519341 + }, + { + "train_step": 9723, + "sup_loss": 0.4594465673774005 + }, + { + "train_step": 9724, + "sup_loss": 0.4111248893347112 + }, + { + "train_step": 9725, + "sup_loss": 0.5137781338221342 + }, + { + "train_step": 9726, + "sup_loss": 0.6524897587198442 + }, + { + "train_step": 9727, + "sup_loss": 0.5636072405844056 + }, + { + "train_step": 9728, + "sup_loss": 0.6924428544692592 + }, + { + "train_step": 9729, + "sup_loss": 0.7952224595364219 + }, + { + "train_step": 9730, + "sup_loss": 0.5600033009072086 + }, + { + "train_step": 9731, + "sup_loss": 0.6807015372255585 + }, + { + "train_step": 9732, + "sup_loss": 0.5024177699486754 + }, + { + "train_step": 9733, + "sup_loss": 0.7648293749140838 + }, + { + "train_step": 9734, + "sup_loss": 0.46648695282999636 + }, + { + "train_step": 9735, + "sup_loss": 0.3066094439498768 + }, + { + "train_step": 9736, + "sup_loss": 0.4934168153993169 + }, + { + "train_step": 9737, + "sup_loss": 0.7771091306650225 + }, + { + "train_step": 9738, + "sup_loss": 0.6264172488095731 + }, + { + "train_step": 9739, + "sup_loss": 0.5847882692879702 + }, + { + "train_step": 9740, + "sup_loss": 0.5434985929390332 + }, + { + "train_step": 9741, + "sup_loss": 0.5815250213632471 + }, + { + "train_step": 9742, + "sup_loss": 0.536239262847035 + }, + { + "train_step": 9743, + "sup_loss": 0.528766885349491 + }, + { + "train_step": 9744, + "sup_loss": 0.5853060675340226 + }, + { + "train_step": 9745, + "sup_loss": 0.43785704668209846 + }, + { + "train_step": 9746, + "sup_loss": 0.5118524403740461 + }, + { + "train_step": 9747, + "sup_loss": 0.5743117279515798 + }, + { + "train_step": 9748, + "sup_loss": 0.7950813960465525 + }, + { + "train_step": 9749, + "sup_loss": 0.39756228840865715 + }, + { + "train_step": 9750, + "sup_loss": 0.6463474227379858 + }, + { + "train_step": 9751, + "sup_loss": 0.8339688893271044 + }, + { + "train_step": 9752, + "sup_loss": 0.4696839241173804 + }, + { + "train_step": 9753, + "sup_loss": 0.619780322323698 + }, + { + "train_step": 9754, + "sup_loss": 0.6624089825719588 + }, + { + "train_step": 9755, + "sup_loss": 0.7370565860322806 + }, + { + "train_step": 9756, + "sup_loss": 0.5509377846638299 + }, + { + "train_step": 9757, + "sup_loss": 0.5532631298128495 + }, + { + "train_step": 9758, + "sup_loss": 0.5122454204221989 + }, + { + "train_step": 9759, + "sup_loss": 0.5724643504835272 + }, + { + "train_step": 9760, + "sup_loss": 0.5671182999120831 + }, + { + "train_step": 9761, + "sup_loss": 0.4827307791911331 + }, + { + "train_step": 9762, + "sup_loss": 0.65419096149532 + }, + { + "train_step": 9763, + "sup_loss": 0.34716086441224925 + }, + { + "train_step": 9764, + "sup_loss": 0.36032503611052946 + }, + { + "train_step": 9765, + "sup_loss": 0.3751453330625006 + }, + { + "train_step": 9766, + "sup_loss": 0.5106269192227408 + }, + { + "train_step": 9767, + "sup_loss": 0.4607467469726123 + }, + { + "train_step": 9768, + "sup_loss": 0.5268921253652126 + }, + { + "train_step": 9769, + "sup_loss": 0.6158114063225713 + }, + { + "train_step": 9770, + "sup_loss": 0.48003233386312844 + }, + { + "train_step": 9771, + "sup_loss": 0.6289247838874268 + }, + { + "train_step": 9772, + "sup_loss": 0.7940179528558785 + }, + { + "train_step": 9773, + "sup_loss": 0.45282764834399425 + }, + { + "train_step": 9774, + "sup_loss": 0.7619103927924941 + }, + { + "train_step": 9775, + "sup_loss": 0.5361529557043597 + }, + { + "train_step": 9776, + "sup_loss": 0.44548237413644953 + }, + { + "train_step": 9777, + "sup_loss": 0.7532923288938999 + }, + { + "train_step": 9778, + "sup_loss": 0.4797629727262765 + }, + { + "train_step": 9779, + "sup_loss": 0.2650169568368701 + }, + { + "train_step": 9780, + "sup_loss": 0.6164373072617363 + }, + { + "train_step": 9781, + "sup_loss": 0.4217750063888419 + }, + { + "train_step": 9782, + "sup_loss": 0.30695885213864715 + }, + { + "train_step": 9783, + "sup_loss": 0.6082308462243646 + }, + { + "train_step": 9784, + "sup_loss": 0.7438989707512947 + }, + { + "train_step": 9785, + "sup_loss": 0.4668644870182245 + }, + { + "train_step": 9786, + "sup_loss": 0.5693567851176063 + }, + { + "train_step": 9787, + "sup_loss": 0.5060287293098413 + }, + { + "train_step": 9788, + "sup_loss": 0.5774387202976391 + }, + { + "train_step": 9789, + "sup_loss": 0.42549978588121595 + }, + { + "train_step": 9790, + "sup_loss": 0.5631361446981992 + }, + { + "train_step": 9791, + "sup_loss": 0.6346546159474202 + }, + { + "train_step": 9792, + "sup_loss": 0.20191703702286357 + }, + { + "train_step": 9793, + "sup_loss": 0.6335018068117091 + }, + { + "train_step": 9794, + "sup_loss": 0.8022889338124907 + }, + { + "train_step": 9795, + "sup_loss": 0.584014437883326 + }, + { + "train_step": 9796, + "sup_loss": 0.5931915882184461 + }, + { + "train_step": 9797, + "sup_loss": 0.5295854304727371 + }, + { + "train_step": 9798, + "sup_loss": 0.5326127951745524 + }, + { + "train_step": 9799, + "sup_loss": 0.4349706171644131 + }, + { + "train_step": 9800, + "sup_loss": 0.6687711585077598 + }, + { + "train_step": 9801, + "sup_loss": 0.7145039658086478 + }, + { + "train_step": 9802, + "sup_loss": 0.6040848925350559 + }, + { + "train_step": 9803, + "sup_loss": 0.7310620398985008 + }, + { + "train_step": 9804, + "sup_loss": 0.5905516365364121 + }, + { + "train_step": 9805, + "sup_loss": 0.32343601610923084 + }, + { + "train_step": 9806, + "sup_loss": 0.6658905058617713 + }, + { + "train_step": 9807, + "sup_loss": 0.3425672243151559 + }, + { + "train_step": 9808, + "sup_loss": 0.5850757794151029 + }, + { + "train_step": 9809, + "sup_loss": 0.7133517385851557 + }, + { + "train_step": 9810, + "sup_loss": 0.5279775797974938 + }, + { + "train_step": 9811, + "sup_loss": 0.5216726087239849 + }, + { + "train_step": 9812, + "sup_loss": 0.6272745710930526 + }, + { + "train_step": 9813, + "sup_loss": 0.5518314846578517 + }, + { + "train_step": 9814, + "sup_loss": 0.5901719790174436 + }, + { + "train_step": 9815, + "sup_loss": 0.45746769630054096 + }, + { + "train_step": 9816, + "sup_loss": 0.6128377142375444 + }, + { + "train_step": 9817, + "sup_loss": 0.6606201635990948 + }, + { + "train_step": 9818, + "sup_loss": 0.5140827015991905 + }, + { + "train_step": 9819, + "sup_loss": 0.7032770657988445 + }, + { + "train_step": 9820, + "sup_loss": 0.785852817682838 + }, + { + "train_step": 9821, + "sup_loss": 0.6567384228982528 + }, + { + "train_step": 9822, + "sup_loss": 0.7239031524504892 + }, + { + "train_step": 9823, + "sup_loss": 0.6122558503381536 + }, + { + "train_step": 9824, + "sup_loss": 0.42232920858589185 + }, + { + "train_step": 9825, + "sup_loss": 0.5600775779628814 + }, + { + "train_step": 9826, + "sup_loss": 0.6976875946613114 + }, + { + "train_step": 9827, + "sup_loss": 0.4918985896410397 + }, + { + "train_step": 9828, + "sup_loss": 0.5096795414657865 + }, + { + "train_step": 9829, + "sup_loss": 0.5425789428371278 + }, + { + "train_step": 9830, + "sup_loss": 0.3778136178511415 + }, + { + "train_step": 9831, + "sup_loss": 0.7043710047232618 + }, + { + "train_step": 9832, + "sup_loss": 0.4442909510317681 + }, + { + "train_step": 9833, + "sup_loss": 0.2302517482488251 + }, + { + "train_step": 9834, + "sup_loss": 0.493749618570181 + }, + { + "train_step": 9835, + "sup_loss": 0.6632044887894003 + }, + { + "train_step": 9836, + "sup_loss": 0.6040054837170593 + }, + { + "train_step": 9837, + "sup_loss": 0.7386212092745453 + }, + { + "train_step": 9838, + "sup_loss": 0.7304642323008483 + }, + { + "train_step": 9839, + "sup_loss": 0.6402469360844594 + }, + { + "train_step": 9840, + "sup_loss": 0.5449984122954008 + }, + { + "train_step": 9841, + "sup_loss": 0.43086820724147656 + }, + { + "train_step": 9842, + "sup_loss": 0.8216342977915585 + }, + { + "train_step": 9843, + "sup_loss": 0.7462931323025003 + }, + { + "train_step": 9844, + "sup_loss": 0.5072692372361165 + }, + { + "train_step": 9845, + "sup_loss": 0.9842701957710212 + }, + { + "train_step": 9846, + "sup_loss": 0.44142424335024233 + }, + { + "train_step": 9847, + "sup_loss": 0.382624128337456 + }, + { + "train_step": 9848, + "sup_loss": 0.44945501413722966 + }, + { + "train_step": 9849, + "sup_loss": 0.6956971727915292 + }, + { + "train_step": 9850, + "sup_loss": 0.3158335762846382 + }, + { + "train_step": 9851, + "sup_loss": 0.44848143023695497 + }, + { + "train_step": 9852, + "sup_loss": 0.715241712843199 + }, + { + "train_step": 9853, + "sup_loss": 0.6830637935257033 + }, + { + "train_step": 9854, + "sup_loss": 0.4672105205051355 + }, + { + "train_step": 9855, + "sup_loss": 0.35888147322110886 + }, + { + "train_step": 9856, + "sup_loss": 0.5813412218233809 + }, + { + "train_step": 9857, + "sup_loss": 0.5336857034167252 + }, + { + "train_step": 9858, + "sup_loss": 0.39771027407524534 + }, + { + "train_step": 9859, + "sup_loss": 0.6722634075843733 + }, + { + "train_step": 9860, + "sup_loss": 0.4698139250197643 + }, + { + "train_step": 9861, + "sup_loss": 0.6080634788245624 + }, + { + "train_step": 9862, + "sup_loss": 0.45277226845470325 + }, + { + "train_step": 9863, + "sup_loss": 0.6789830778429322 + }, + { + "train_step": 9864, + "sup_loss": 0.5744537945195123 + }, + { + "train_step": 9865, + "sup_loss": 0.5255773904297008 + }, + { + "train_step": 9866, + "sup_loss": 0.5089800314874182 + }, + { + "train_step": 9867, + "sup_loss": 0.6387946276810934 + }, + { + "train_step": 9868, + "sup_loss": 0.6820283917613336 + }, + { + "train_step": 9869, + "sup_loss": 0.7553270138160227 + }, + { + "train_step": 9870, + "sup_loss": 0.32464785641785304 + }, + { + "train_step": 9871, + "sup_loss": 0.5539044744447834 + }, + { + "train_step": 9872, + "sup_loss": 0.40408725164274556 + }, + { + "train_step": 9873, + "sup_loss": 0.5199316463281978 + }, + { + "train_step": 9874, + "sup_loss": 0.5200614092806999 + }, + { + "train_step": 9875, + "sup_loss": 0.5046242705945437 + }, + { + "train_step": 9876, + "sup_loss": 0.4950623050500098 + }, + { + "train_step": 9877, + "sup_loss": 0.5744309935073111 + }, + { + "train_step": 9878, + "sup_loss": 0.6135143798854342 + }, + { + "train_step": 9879, + "sup_loss": 0.5653887443650366 + }, + { + "train_step": 9880, + "sup_loss": 0.4672772659284409 + }, + { + "train_step": 9881, + "sup_loss": 0.7021110866262803 + }, + { + "train_step": 9882, + "sup_loss": 0.6367899645738873 + }, + { + "train_step": 9883, + "sup_loss": 0.6048616454246912 + }, + { + "train_step": 9884, + "sup_loss": 0.7081584425911125 + }, + { + "train_step": 9885, + "sup_loss": 0.7860508831443225 + }, + { + "train_step": 9886, + "sup_loss": 0.6111695018389889 + }, + { + "train_step": 9887, + "sup_loss": 0.39021677912570546 + }, + { + "train_step": 9888, + "sup_loss": 0.6320531732520221 + }, + { + "train_step": 9889, + "sup_loss": 0.3835797562008243 + }, + { + "train_step": 9890, + "sup_loss": 0.5727637232976196 + }, + { + "train_step": 9891, + "sup_loss": 0.6328229474719744 + }, + { + "train_step": 9892, + "sup_loss": 0.5792031776910208 + }, + { + "train_step": 9893, + "sup_loss": 0.6238731416760527 + }, + { + "train_step": 9894, + "sup_loss": 0.5277965269943817 + }, + { + "train_step": 9895, + "sup_loss": 0.5891280499799182 + }, + { + "train_step": 9896, + "sup_loss": 0.39717773501227355 + }, + { + "train_step": 9897, + "sup_loss": 0.6610501476177841 + }, + { + "train_step": 9898, + "sup_loss": 0.6067208793233441 + }, + { + "train_step": 9899, + "sup_loss": 0.5629251717244756 + }, + { + "train_step": 9900, + "sup_loss": 0.5193451060960491 + }, + { + "train_step": 9901, + "sup_loss": 0.542669149720877 + }, + { + "train_step": 9902, + "sup_loss": 0.5952244352243137 + }, + { + "train_step": 9903, + "sup_loss": 0.6044406913592191 + }, + { + "train_step": 9904, + "sup_loss": 0.4886123204026093 + }, + { + "train_step": 9905, + "sup_loss": 0.50476830483752 + }, + { + "train_step": 9906, + "sup_loss": 0.552848156999854 + }, + { + "train_step": 9907, + "sup_loss": 0.4893810042641955 + }, + { + "train_step": 9908, + "sup_loss": 0.5103565923158833 + }, + { + "train_step": 9909, + "sup_loss": 0.40478606258034405 + }, + { + "train_step": 9910, + "sup_loss": 0.3653501575334741 + }, + { + "train_step": 9911, + "sup_loss": 0.5135711358071137 + }, + { + "train_step": 9912, + "sup_loss": 0.5651030780461018 + }, + { + "train_step": 9913, + "sup_loss": 0.44583713424804494 + }, + { + "train_step": 9914, + "sup_loss": 0.7320735690452396 + }, + { + "train_step": 9915, + "sup_loss": 0.5029171624367214 + }, + { + "train_step": 9916, + "sup_loss": 0.3270333208023884 + }, + { + "train_step": 9917, + "sup_loss": 0.7064779208360947 + }, + { + "train_step": 9918, + "sup_loss": 0.27358658523535245 + }, + { + "train_step": 9919, + "sup_loss": 0.6704025423355466 + }, + { + "train_step": 9920, + "sup_loss": 0.6127025018163201 + }, + { + "train_step": 9921, + "sup_loss": 0.6424170627317535 + }, + { + "train_step": 9922, + "sup_loss": 0.595233280071724 + }, + { + "train_step": 9923, + "sup_loss": 0.46565599975126437 + }, + { + "train_step": 9924, + "sup_loss": 0.5471816071867674 + }, + { + "train_step": 9925, + "sup_loss": 0.438548398109602 + }, + { + "train_step": 9926, + "sup_loss": 0.4917981892665976 + }, + { + "train_step": 9927, + "sup_loss": 0.4179655612123344 + }, + { + "train_step": 9928, + "sup_loss": 0.5790517577294705 + }, + { + "train_step": 9929, + "sup_loss": 0.5204556312034774 + }, + { + "train_step": 9930, + "sup_loss": 0.6304139641714049 + }, + { + "train_step": 9931, + "sup_loss": 0.6500717365677687 + }, + { + "train_step": 9932, + "sup_loss": 0.396287381569599 + }, + { + "train_step": 9933, + "sup_loss": 0.5304793963734165 + }, + { + "train_step": 9934, + "sup_loss": 0.5723672513898245 + }, + { + "train_step": 9935, + "sup_loss": 0.6075941797500646 + }, + { + "train_step": 9936, + "sup_loss": 0.4387830310395307 + }, + { + "train_step": 9937, + "sup_loss": 0.5063782862533758 + }, + { + "train_step": 9938, + "sup_loss": 0.5168133396246053 + }, + { + "train_step": 9939, + "sup_loss": 0.6733019696244316 + }, + { + "train_step": 9940, + "sup_loss": 0.6897582909509155 + }, + { + "train_step": 9941, + "sup_loss": 0.4364781708538852 + }, + { + "train_step": 9942, + "sup_loss": 0.70129433311974 + }, + { + "train_step": 9943, + "sup_loss": 0.48870186744796557 + }, + { + "train_step": 9944, + "sup_loss": 0.5182716991411582 + }, + { + "train_step": 9945, + "sup_loss": 0.4169480489898169 + }, + { + "train_step": 9946, + "sup_loss": 0.6636497743727464 + }, + { + "train_step": 9947, + "sup_loss": 0.5369273242641691 + }, + { + "train_step": 9948, + "sup_loss": 0.5916457015746048 + }, + { + "train_step": 9949, + "sup_loss": 0.4797392769366927 + }, + { + "train_step": 9950, + "sup_loss": 0.8555788999888073 + }, + { + "train_step": 9951, + "sup_loss": 0.5637748241031544 + }, + { + "train_step": 9952, + "sup_loss": 0.6331123211805479 + }, + { + "train_step": 9953, + "sup_loss": 0.7391399680590887 + }, + { + "train_step": 9954, + "sup_loss": 0.6367449477203548 + }, + { + "train_step": 9955, + "sup_loss": 0.6960192969409649 + }, + { + "train_step": 9956, + "sup_loss": 0.6097542184008199 + }, + { + "train_step": 9957, + "sup_loss": 0.4669603487726117 + }, + { + "train_step": 9958, + "sup_loss": 0.5213444509558114 + }, + { + "train_step": 9959, + "sup_loss": 0.41857591721790277 + }, + { + "train_step": 9960, + "sup_loss": 0.6294026441088818 + }, + { + "train_step": 9961, + "sup_loss": 0.5496132669812084 + }, + { + "train_step": 9962, + "sup_loss": 0.6747488856631665 + }, + { + "train_step": 9963, + "sup_loss": 0.7380238540658611 + }, + { + "train_step": 9964, + "sup_loss": 0.37229148372950055 + }, + { + "train_step": 9965, + "sup_loss": 0.5270326116257056 + }, + { + "train_step": 9966, + "sup_loss": 0.5291862842595639 + }, + { + "train_step": 9967, + "sup_loss": 0.7151028579803406 + }, + { + "train_step": 9968, + "sup_loss": 0.32320743766807125 + }, + { + "train_step": 9969, + "sup_loss": 0.5026249041839597 + }, + { + "train_step": 9970, + "sup_loss": 0.5400041690536057 + }, + { + "train_step": 9971, + "sup_loss": 0.7148174569819777 + }, + { + "train_step": 9972, + "sup_loss": 0.4751544182882645 + }, + { + "train_step": 9973, + "sup_loss": 0.5579624687678125 + }, + { + "train_step": 9974, + "sup_loss": 0.36844204674683567 + }, + { + "train_step": 9975, + "sup_loss": 0.728412756438799 + }, + { + "train_step": 9976, + "sup_loss": 0.4947329642402748 + }, + { + "train_step": 9977, + "sup_loss": 0.7792918807123665 + }, + { + "train_step": 9978, + "sup_loss": 0.6135526805642402 + }, + { + "train_step": 9979, + "sup_loss": 0.4939388884049629 + }, + { + "train_step": 9980, + "sup_loss": 0.7432908621638424 + }, + { + "train_step": 9981, + "sup_loss": 0.6191122271081628 + }, + { + "train_step": 9982, + "sup_loss": 0.5722790672915539 + }, + { + "train_step": 9983, + "sup_loss": 0.49858196275284106 + }, + { + "train_step": 9984, + "sup_loss": 0.7545132990118842 + }, + { + "train_step": 9985, + "sup_loss": 0.7189392854464322 + }, + { + "train_step": 9986, + "sup_loss": 0.49108639329642495 + }, + { + "train_step": 9987, + "sup_loss": 0.580333175565554 + }, + { + "train_step": 9988, + "sup_loss": 0.6677599340341932 + }, + { + "train_step": 9989, + "sup_loss": 0.6219148908719583 + }, + { + "train_step": 9990, + "sup_loss": 0.7855307018169736 + }, + { + "train_step": 9991, + "sup_loss": 0.7683168615434184 + }, + { + "train_step": 9992, + "sup_loss": 0.5135056820796581 + }, + { + "train_step": 9993, + "sup_loss": 0.5542883045362382 + }, + { + "train_step": 9994, + "sup_loss": 0.45184475155288306 + }, + { + "train_step": 9995, + "sup_loss": 0.5451069869679364 + }, + { + "train_step": 9996, + "sup_loss": 0.7420623988817121 + }, + { + "train_step": 9997, + "sup_loss": 0.7244734946882396 + }, + { + "train_step": 9998, + "sup_loss": 0.7140153721902273 + }, + { + "train_step": 9999, + "sup_loss": 0.6616866705967597 + }, + { + "train_step": 10000, + "sup_loss": 0.566195689000121 + } + ], + "floss_episodes": [ + { + "episode": 0, + "train_step": 0, + "steps": [ + { + "step": 0, + "loss": 0.0008834907785058022, + "lyap1_mean": 0.008908528834581375, + "lyap1_max": 0.05537918210029602, + "lyap_mean": 0.0023297073785215616, + "volume_mean": 0.0023297073785215616, + "volume_max": 0.03715287894010544, + "frac_active": 0.5625 + }, + { + "step": 1, + "loss": 0.0006476867711171508, + "lyap1_mean": 0.024781065061688423, + "lyap1_max": 0.04790320247411728, + "lyap_mean": 0.018127819523215294, + "volume_mean": 0.018127819523215294, + "volume_max": 0.04003366082906723, + "frac_active": 0.875 + }, + { + "step": 2, + "loss": 0.0009828034089878201, + "lyap1_mean": -0.0044631315395236015, + "lyap1_max": 0.044732507318258286, + "lyap_mean": -0.004192410968244076, + "volume_mean": -0.004192410968244076, + "volume_max": 0.03956608101725578, + "frac_active": 0.3125 + }, + { + "step": 3, + "loss": 0.0004172447370365262, + "lyap1_mean": 0.03044453263282776, + "lyap1_max": 0.044306088238954544, + "lyap_mean": 0.01228142250329256, + "volume_mean": 0.01228142250329256, + "volume_max": 0.020559323951601982, + "frac_active": 0.75 + }, + { + "step": 4, + "loss": 5.373496969696134e-05, + "lyap1_mean": -0.003188984002918005, + "lyap1_max": 0.0047407909296453, + "lyap_mean": -0.0039557600393891335, + "volume_mean": -0.0039557600393891335, + "volume_max": 0.002748314058408141, + "frac_active": 0.3125 + }, + { + "step": 5, + "loss": 0.00022056428133510053, + "lyap1_mean": 0.01651998609304428, + "lyap1_max": 0.04260536655783653, + "lyap_mean": 0.0009748506126925349, + "volume_mean": 0.0009748506126925349, + "volume_max": 0.011731301434338093, + "frac_active": 0.4375 + }, + { + "step": 6, + "loss": 0.00029815558809787035, + "lyap1_mean": 0.01154901273548603, + "lyap1_max": 0.037910252809524536, + "lyap_mean": 0.005375918000936508, + "volume_mean": 0.005375918000936508, + "volume_max": 0.02137281931936741, + "frac_active": 0.5625 + }, + { + "step": 7, + "loss": 5.6632190535310656e-05, + "lyap1_mean": 3.8904836401343346e-05, + "lyap1_max": 0.008616631850600243, + "lyap_mean": -0.003641009796410799, + "volume_mean": -0.003641009796410799, + "volume_max": 0.005130581092089415, + "frac_active": 0.25 + }, + { + "step": 8, + "loss": 7.31465988792479e-05, + "lyap1_mean": 0.005094300489872694, + "lyap1_max": 0.015647828578948975, + "lyap_mean": 0.0026674012187868357, + "volume_mean": 0.0026674012187868357, + "volume_max": 0.008934362791478634, + "frac_active": 0.625 + }, + { + "step": 9, + "loss": 0.00023021100787445903, + "lyap1_mean": 0.022814840078353882, + "lyap1_max": 0.037192393094301224, + "lyap_mean": 0.006227651610970497, + "volume_mean": 0.006227651610970497, + "volume_max": 0.0156453475356102, + "frac_active": 0.5 + }, + { + "step": 10, + "loss": 0.00018839995027519763, + "lyap1_mean": 0.013600992038846016, + "lyap1_max": 0.029591012746095657, + "lyap_mean": 0.009972961619496346, + "volume_mean": 0.009972961619496346, + "volume_max": 0.017664261162281036, + "frac_active": 0.8125 + }, + { + "step": 11, + "loss": 0.00019005722424481064, + "lyap1_mean": 0.012051282450556755, + "lyap1_max": 0.028799761086702347, + "lyap_mean": 0.009521319530904293, + "volume_mean": 0.009521319530904293, + "volume_max": 0.0202037300914526, + "frac_active": 0.75 + }, + { + "step": 12, + "loss": 0.0002792116138152778, + "lyap1_mean": 0.01774364337325096, + "lyap1_max": 0.03614511340856552, + "lyap_mean": 0.014586886391043663, + "volume_mean": 0.014586886391043663, + "volume_max": 0.024621205404400826, + "frac_active": 1.0 + }, + { + "step": 13, + "loss": 0.00012752290058415383, + "lyap1_mean": 0.012778479605913162, + "lyap1_max": 0.024221377447247505, + "lyap_mean": 0.007595831528306007, + "volume_mean": 0.007595831528306007, + "volume_max": 0.013990223407745361, + "frac_active": 0.8125 + }, + { + "step": 14, + "loss": 0.00017154548550024629, + "lyap1_mean": 0.009411487728357315, + "lyap1_max": 0.02073073200881481, + "lyap_mean": 0.004374900832772255, + "volume_mean": 0.004374900832772255, + "volume_max": 0.012296125292778015, + "frac_active": 0.75 + }, + { + "step": 15, + "loss": 0.00022448462550528347, + "lyap1_mean": 0.007705175317823887, + "lyap1_max": 0.02464114874601364, + "lyap_mean": 0.008457522839307785, + "volume_mean": 0.008457522839307785, + "volume_max": 0.019202567636966705, + "frac_active": 0.75 + }, + { + "step": 16, + "loss": 0.00018395976803731173, + "lyap1_mean": 0.012645208276808262, + "lyap1_max": 0.02018163353204727, + "lyap_mean": 0.012451449409127235, + "volume_mean": 0.012451449409127235, + "volume_max": 0.015223998576402664, + "frac_active": 0.9375 + }, + { + "step": 17, + "loss": 0.00022360676666721702, + "lyap1_mean": 0.020800337195396423, + "lyap1_max": 0.025568949058651924, + "lyap_mean": 0.012719065882265568, + "volume_mean": 0.012719065882265568, + "volume_max": 0.019654855132102966, + "frac_active": 1.0 + }, + { + "step": 18, + "loss": 0.0005017934599891305, + "lyap1_mean": 0.03241362050175667, + "lyap1_max": 0.050281673669815063, + "lyap_mean": 0.019138913601636887, + "volume_mean": 0.019138913601636887, + "volume_max": 0.023532291874289513, + "frac_active": 1.0 + }, + { + "step": 19, + "loss": 0.0004073024610988796, + "lyap1_mean": 0.027911735698580742, + "lyap1_max": 0.04130745306611061, + "lyap_mean": 0.01775597408413887, + "volume_mean": 0.01775597408413887, + "volume_max": 0.02314934693276882, + "frac_active": 1.0 + }, + { + "step": 20, + "loss": 0.00031914262217469513, + "lyap1_mean": 0.020765863358974457, + "lyap1_max": 0.04280255734920502, + "lyap_mean": 0.014124331064522266, + "volume_mean": 0.014124331064522266, + "volume_max": 0.024425633251667023, + "frac_active": 0.9375 + }, + { + "step": 21, + "loss": 0.00023824861273169518, + "lyap1_mean": 0.020465543493628502, + "lyap1_max": 0.03732231631875038, + "lyap_mean": 0.013437222689390182, + "volume_mean": 0.013437222689390182, + "volume_max": 0.01798226498067379, + "frac_active": 1.0 + }, + { + "step": 22, + "loss": 0.00030124932527542114, + "lyap1_mean": 0.019829660654067993, + "lyap1_max": 0.022740809246897697, + "lyap_mean": 0.015533551573753357, + "volume_mean": 0.015533551573753357, + "volume_max": 0.022397860884666443, + "frac_active": 0.9375 + }, + { + "step": 23, + "loss": 0.0005158225540071726, + "lyap1_mean": 0.02456139586865902, + "lyap1_max": 0.0506393238902092, + "lyap_mean": 0.013929126784205437, + "volume_mean": 0.013929126784205437, + "volume_max": 0.03700970113277435, + "frac_active": 0.75 + }, + { + "step": 24, + "loss": 0.000627927016466856, + "lyap1_mean": 0.028039755299687386, + "lyap1_max": 0.053577911108732224, + "lyap_mean": 0.02067914977669716, + "volume_mean": 0.02067914977669716, + "volume_max": 0.03838200494647026, + "frac_active": 0.9375 + }, + { + "step": 25, + "loss": 0.00028908875538036227, + "lyap1_mean": 0.021567629650235176, + "lyap1_max": 0.02663673460483551, + "lyap_mean": 0.015459805727005005, + "volume_mean": 0.015459805727005005, + "volume_max": 0.0170445553958416, + "frac_active": 1.0 + }, + { + "step": 26, + "loss": 0.0005829214351251721, + "lyap1_mean": 0.03289032727479935, + "lyap1_max": 0.04545453563332558, + "lyap_mean": 0.022334590554237366, + "volume_mean": 0.022334590554237366, + "volume_max": 0.030716970562934875, + "frac_active": 1.0 + }, + { + "step": 27, + "loss": 0.0006539708701893687, + "lyap1_mean": 0.02625175192952156, + "lyap1_max": 0.03351398557424545, + "lyap_mean": 0.024558626115322113, + "volume_mean": 0.024558626115322113, + "volume_max": 0.031425900757312775, + "frac_active": 1.0 + }, + { + "step": 28, + "loss": 0.0004947189008817077, + "lyap1_mean": 0.02778811939060688, + "lyap1_max": 0.03841283172369003, + "lyap_mean": 0.021446101367473602, + "volume_mean": 0.021446101367473602, + "volume_max": 0.024614885449409485, + "frac_active": 1.0 + }, + { + "step": 29, + "loss": 0.000539235130418092, + "lyap1_mean": 0.029316725209355354, + "lyap1_max": 0.039823077619075775, + "lyap_mean": 0.02174694463610649, + "volume_mean": 0.02174694463610649, + "volume_max": 0.029651664197444916, + "frac_active": 1.0 + }, + { + "step": 30, + "loss": 0.0005122007569298148, + "lyap1_mean": 0.020143430680036545, + "lyap1_max": 0.027285508811473846, + "lyap_mean": 0.0219898521900177, + "volume_mean": 0.0219898521900177, + "volume_max": 0.02690427377820015, + "frac_active": 1.0 + }, + { + "step": 31, + "loss": 0.00061749666929245, + "lyap1_mean": 0.03051266446709633, + "lyap1_max": 0.05575178563594818, + "lyap_mean": 0.018875813111662865, + "volume_mean": 0.018875813111662865, + "volume_max": 0.028314534574747086, + "frac_active": 0.8125 + }, + { + "step": 32, + "loss": 0.0011572811054065824, + "lyap1_mean": 0.04093961790204048, + "lyap1_max": 0.1012396514415741, + "lyap_mean": 0.027231726795434952, + "volume_mean": 0.027231726795434952, + "volume_max": 0.04514661058783531, + "frac_active": 1.0 + }, + { + "step": 33, + "loss": 0.0002942605933640152, + "lyap1_mean": 0.02200019545853138, + "lyap1_max": 0.029360581189393997, + "lyap_mean": 0.014883672818541527, + "volume_mean": 0.014883672818541527, + "volume_max": 0.019093211740255356, + "frac_active": 0.9375 + }, + { + "step": 34, + "loss": 0.0004460359341464937, + "lyap1_mean": 0.022943276911973953, + "lyap1_max": 0.028972376137971878, + "lyap_mean": 0.0202028751373291, + "volume_mean": 0.0202028751373291, + "volume_max": 0.025022776797413826, + "frac_active": 1.0 + }, + { + "step": 35, + "loss": 0.00015217208419926465, + "lyap1_mean": 0.0156325064599514, + "lyap1_max": 0.027634771540760994, + "lyap_mean": 0.010194729082286358, + "volume_mean": 0.010194729082286358, + "volume_max": 0.018287045881152153, + "frac_active": 1.0 + }, + { + "step": 36, + "loss": 0.00030183751368895173, + "lyap1_mean": 0.0264008566737175, + "lyap1_max": 0.04871702939271927, + "lyap_mean": 0.012100981548428535, + "volume_mean": 0.012100981548428535, + "volume_max": 0.024128424003720284, + "frac_active": 0.875 + }, + { + "step": 37, + "loss": 0.00023649413196835667, + "lyap1_mean": 0.01822720095515251, + "lyap1_max": 0.026644153520464897, + "lyap_mean": 0.011575018987059593, + "volume_mean": 0.011575018987059593, + "volume_max": 0.015802575275301933, + "frac_active": 0.875 + }, + { + "step": 38, + "loss": 0.0001884482626337558, + "lyap1_mean": 0.020274076610803604, + "lyap1_max": 0.0267473217099905, + "lyap_mean": 0.00964798778295517, + "volume_mean": 0.00964798778295517, + "volume_max": 0.01746586710214615, + "frac_active": 0.8125 + }, + { + "step": 39, + "loss": 0.00013257507816888392, + "lyap1_mean": 0.015020722523331642, + "lyap1_max": 0.03197730332612991, + "lyap_mean": 0.007485451176762581, + "volume_mean": 0.007485451176762581, + "volume_max": 0.013217553496360779, + "frac_active": 0.75 + }, + { + "step": 40, + "loss": 0.00010701442806748673, + "lyap1_mean": 0.011811910197138786, + "lyap1_max": 0.01910426653921604, + "lyap_mean": 0.004575110971927643, + "volume_mean": 0.004575110971927643, + "volume_max": 0.011541986837983131, + "frac_active": 0.625 + }, + { + "step": 41, + "loss": 0.00010054999438580126, + "lyap1_mean": 0.0002859044470824301, + "lyap1_max": 0.0033051094505935907, + "lyap_mean": -0.000412029679864645, + "volume_mean": -0.000412029679864645, + "volume_max": 0.007637559901922941, + "frac_active": 0.375 + }, + { + "step": 42, + "loss": 0.00016270911146420985, + "lyap1_mean": 0.016403822228312492, + "lyap1_max": 0.027702508494257927, + "lyap_mean": 0.003350317943841219, + "volume_mean": 0.003350317943841219, + "volume_max": 0.009547415189445019, + "frac_active": 0.625 + }, + { + "step": 43, + "loss": 7.475355960195884e-05, + "lyap1_mean": 0.008931200951337814, + "lyap1_max": 0.018518049269914627, + "lyap_mean": 4.609883762896061e-05, + "volume_mean": 4.609883762896061e-05, + "volume_max": 0.003015359863638878, + "frac_active": 0.5625 + }, + { + "step": 44, + "loss": 8.562875882489607e-05, + "lyap1_mean": 0.011146403849124908, + "lyap1_max": 0.02141634002327919, + "lyap_mean": 0.0015651020221412182, + "volume_mean": 0.0015651020221412182, + "volume_max": 0.008102353662252426, + "frac_active": 0.375 + }, + { + "step": 45, + "loss": 4.253335646353662e-05, + "lyap1_mean": 0.002763323253020644, + "lyap1_max": 0.017026271671056747, + "lyap_mean": -0.00016533455345779657, + "volume_mean": -0.00016533455345779657, + "volume_max": 0.00735812820494175, + "frac_active": 0.375 + }, + { + "step": 46, + "loss": 7.10765307303518e-05, + "lyap1_mean": 0.00522285420447588, + "lyap1_max": 0.012551967985928059, + "lyap_mean": -0.00105082499794662, + "volume_mean": -0.00105082499794662, + "volume_max": 0.007780770771205425, + "frac_active": 0.5 + }, + { + "step": 47, + "loss": 6.50490474072285e-05, + "lyap1_mean": 0.003693869337439537, + "lyap1_max": 0.0116093335673213, + "lyap_mean": 0.002413637237623334, + "volume_mean": 0.002413637237623334, + "volume_max": 0.006642035208642483, + "frac_active": 0.625 + }, + { + "step": 48, + "loss": 0.0001222046121256426, + "lyap1_mean": -0.005690614692866802, + "lyap1_max": 0.006830057129263878, + "lyap_mean": -0.006371314637362957, + "volume_mean": -0.006371314637362957, + "volume_max": 0.003756989724934101, + "frac_active": 0.1875 + }, + { + "step": 49, + "loss": 0.00015632910071872175, + "lyap1_mean": 0.014940645545721054, + "lyap1_max": 0.028221948072314262, + "lyap_mean": 0.002189058344811201, + "volume_mean": 0.002189058344811201, + "volume_max": 0.006835858803242445, + "frac_active": 0.4375 + }, + { + "step": 50, + "loss": 0.0001339851733064279, + "lyap1_mean": 0.012579696252942085, + "lyap1_max": 0.03400978073477745, + "lyap_mean": 0.0014333720318973064, + "volume_mean": 0.0014333720318973064, + "volume_max": 0.013421024195849895, + "frac_active": 0.4375 + }, + { + "step": 51, + "loss": 0.0001158662635134533, + "lyap1_mean": 0.002921747276559472, + "lyap1_max": 0.0178853590041399, + "lyap_mean": -0.004041781183332205, + "volume_mean": -0.004041781183332205, + "volume_max": 0.0005981430877000093, + "frac_active": 0.25 + }, + { + "step": 52, + "loss": 0.00011950783664360642, + "lyap1_mean": 0.0030137114226818085, + "lyap1_max": 0.028952961787581444, + "lyap_mean": -0.0016507073305547237, + "volume_mean": -0.0016507073305547237, + "volume_max": 0.010996641591191292, + "frac_active": 0.4375 + }, + { + "step": 53, + "loss": 0.00010203749116044492, + "lyap1_mean": 0.00013812468387186527, + "lyap1_max": 0.010225627571344376, + "lyap_mean": -0.0018138408195227385, + "volume_mean": -0.0018138408195227385, + "volume_max": 0.004828944802284241, + "frac_active": 0.375 + }, + { + "step": 54, + "loss": 0.00011539952538441867, + "lyap1_mean": 0.001249872613698244, + "lyap1_max": 0.01553778350353241, + "lyap_mean": -0.0033398419618606567, + "volume_mean": -0.0033398419618606567, + "volume_max": 0.0055788857862353325, + "frac_active": 0.375 + }, + { + "step": 55, + "loss": 8.815682667773217e-05, + "lyap1_mean": 0.008048889227211475, + "lyap1_max": 0.01665889471769333, + "lyap_mean": 0.0017774985171854496, + "volume_mean": 0.0017774985171854496, + "volume_max": 0.007761552929878235, + "frac_active": 0.5 + }, + { + "step": 56, + "loss": 4.121092933928594e-05, + "lyap1_mean": 0.0030793428886681795, + "lyap1_max": 0.015003539621829987, + "lyap_mean": -0.0014731483533978462, + "volume_mean": -0.0014731483533978462, + "volume_max": 0.004552756901830435, + "frac_active": 0.375 + }, + { + "step": 57, + "loss": 9.28106892388314e-05, + "lyap1_mean": 0.0009367909515276551, + "lyap1_max": 0.011892195791006088, + "lyap_mean": -0.00633630994707346, + "volume_mean": -0.00633630994707346, + "volume_max": -0.0021053790114820004, + "frac_active": 0.125 + }, + { + "step": 58, + "loss": 5.9728146879933774e-05, + "lyap1_mean": -0.00013469799887388945, + "lyap1_max": 0.004044713918119669, + "lyap_mean": -0.004619728308171034, + "volume_mean": -0.004619728308171034, + "volume_max": 0.0005077640525996685, + "frac_active": 0.25 + }, + { + "step": 59, + "loss": 7.180713873822242e-05, + "lyap1_mean": -0.0024937179405242205, + "lyap1_max": 0.004501165356487036, + "lyap_mean": -0.005231182090938091, + "volume_mean": -0.005231182090938091, + "volume_max": -0.0007375162094831467, + "frac_active": 0.1875 + }, + { + "step": 60, + "loss": 0.00034103263169527054, + "lyap1_mean": 0.022867277264595032, + "lyap1_max": 0.06796790659427643, + "lyap_mean": 0.005013637710362673, + "volume_mean": 0.005013637710362673, + "volume_max": 0.014863261952996254, + "frac_active": 0.5625 + }, + { + "step": 61, + "loss": 9.064024197869003e-05, + "lyap1_mean": -0.0025988176930695772, + "lyap1_max": 0.00835577491670847, + "lyap_mean": -0.003978339955210686, + "volume_mean": -0.003978339955210686, + "volume_max": 0.006543769966810942, + "frac_active": 0.3125 + }, + { + "step": 62, + "loss": 6.45634499960579e-05, + "lyap1_mean": 0.003582687582820654, + "lyap1_max": 0.009127684868872166, + "lyap_mean": -0.0017070411704480648, + "volume_mean": -0.0017070411704480648, + "volume_max": 0.004539205692708492, + "frac_active": 0.5 + }, + { + "step": 63, + "loss": 0.00027825962752103806, + "lyap1_mean": 0.01624423824250698, + "lyap1_max": 0.054631881415843964, + "lyap_mean": 0.001081050606444478, + "volume_mean": 0.001081050606444478, + "volume_max": 0.017959540709853172, + "frac_active": 0.4375 + }, + { + "step": 64, + "loss": 8.187311323126778e-05, + "lyap1_mean": -0.002406914019957185, + "lyap1_max": 0.01171452272683382, + "lyap_mean": -0.0039055603556334972, + "volume_mean": -0.0039055603556334972, + "volume_max": 0.0020138868130743504, + "frac_active": 0.3125 + }, + { + "step": 65, + "loss": 0.00010187437874265015, + "lyap1_mean": -0.00423352001234889, + "lyap1_max": 0.006501551251858473, + "lyap_mean": -0.0065920366905629635, + "volume_mean": -0.0065920366905629635, + "volume_max": -0.0021400130353868008, + "frac_active": 0.3125 + }, + { + "step": 66, + "loss": 0.00016478370525874197, + "lyap1_mean": 0.005359640344977379, + "lyap1_max": 0.02031691186130047, + "lyap_mean": -0.004893575794994831, + "volume_mean": -0.004893575794994831, + "volume_max": 0.007813415490090847, + "frac_active": 0.25 + }, + { + "step": 67, + "loss": 0.0001379073946736753, + "lyap1_mean": -0.008176412433385849, + "lyap1_max": 0.003998277708888054, + "lyap_mean": -0.009874529205262661, + "volume_mean": -0.009874529205262661, + "volume_max": -0.005460843443870544, + "frac_active": 0.125 + }, + { + "step": 68, + "loss": 0.00021243738592602313, + "lyap1_mean": 0.006445148028433323, + "lyap1_max": 0.027685077860951424, + "lyap_mean": 0.0011316193267703056, + "volume_mean": 0.0011316193267703056, + "volume_max": 0.02225307747721672, + "frac_active": 0.4375 + }, + { + "step": 69, + "loss": 0.0001462780637666583, + "lyap1_mean": -0.004166976548731327, + "lyap1_max": 0.007572225295007229, + "lyap_mean": -0.009643906727433205, + "volume_mean": -0.009643906727433205, + "volume_max": -0.0039811888709664345, + "frac_active": 0.125 + }, + { + "step": 70, + "loss": 7.789995288476348e-05, + "lyap1_mean": -0.000838068313896656, + "lyap1_max": 0.0022019981406629086, + "lyap_mean": -0.006321093533188105, + "volume_mean": -0.006321093533188105, + "volume_max": -0.0029300558380782604, + "frac_active": 0.1875 + }, + { + "step": 71, + "loss": 8.689601963851601e-05, + "lyap1_mean": 0.01048528216779232, + "lyap1_max": 0.02107810042798519, + "lyap_mean": 0.0019284565933048725, + "volume_mean": 0.0019284565933048725, + "volume_max": 0.005549900233745575, + "frac_active": 0.5625 + }, + { + "step": 72, + "loss": 0.0001070240541594103, + "lyap1_mean": 0.003866080427542329, + "lyap1_max": 0.009008035995066166, + "lyap_mean": 0.0006047617644071579, + "volume_mean": 0.0006047617644071579, + "volume_max": 0.011353116482496262, + "frac_active": 0.625 + }, + { + "step": 73, + "loss": 3.341570482007228e-05, + "lyap1_mean": 0.003004643600434065, + "lyap1_max": 0.011203627102077007, + "lyap_mean": -0.00020647782366722822, + "volume_mean": -0.00020647782366722822, + "volume_max": 0.005726628005504608, + "frac_active": 0.5 + }, + { + "step": 74, + "loss": 0.00011015059135388583, + "lyap1_mean": 0.009799880906939507, + "lyap1_max": 0.0315798744559288, + "lyap_mean": 6.741820834577084e-05, + "volume_mean": 6.741820834577084e-05, + "volume_max": 0.010336987674236298, + "frac_active": 0.375 + }, + { + "step": 75, + "loss": 0.00023400105419568717, + "lyap1_mean": 0.015662292018532753, + "lyap1_max": 0.036561667919158936, + "lyap_mean": 0.006498734466731548, + "volume_mean": 0.006498734466731548, + "volume_max": 0.01764502376317978, + "frac_active": 0.5625 + }, + { + "step": 76, + "loss": 0.00022955579333938658, + "lyap1_mean": 0.01478307694196701, + "lyap1_max": 0.03354164958000183, + "lyap_mean": 0.011090327054262161, + "volume_mean": 0.011090327054262161, + "volume_max": 0.019972912967205048, + "frac_active": 0.8125 + }, + { + "step": 77, + "loss": 8.551862265449017e-05, + "lyap1_mean": 0.009146109223365784, + "lyap1_max": 0.02360348589718342, + "lyap_mean": 0.005103820003569126, + "volume_mean": 0.005103820003569126, + "volume_max": 0.011929101310670376, + "frac_active": 0.6875 + }, + { + "step": 78, + "loss": 6.170252891024575e-05, + "lyap1_mean": 0.008991243317723274, + "lyap1_max": 0.012818749994039536, + "lyap_mean": 0.0063439831137657166, + "volume_mean": 0.0063439831137657166, + "volume_max": 0.011691009625792503, + "frac_active": 0.9375 + }, + { + "step": 79, + "loss": 0.0001684103481238708, + "lyap1_mean": 0.007490728050470352, + "lyap1_max": 0.02320302650332451, + "lyap_mean": 0.00749962218105793, + "volume_mean": 0.00749962218105793, + "volume_max": 0.02331189066171646, + "frac_active": 0.75 + }, + { + "step": 80, + "loss": 7.746895425952971e-05, + "lyap1_mean": 0.010328982025384903, + "lyap1_max": 0.018260212615132332, + "lyap_mean": 0.0068072061985731125, + "volume_mean": 0.0068072061985731125, + "volume_max": 0.010677088052034378, + "frac_active": 0.9375 + }, + { + "step": 81, + "loss": 0.00011738390458049253, + "lyap1_mean": 0.01133330725133419, + "lyap1_max": 0.017594458535313606, + "lyap_mean": 0.007646123878657818, + "volume_mean": 0.007646123878657818, + "volume_max": 0.013133065775036812, + "frac_active": 0.8125 + }, + { + "step": 82, + "loss": 0.00018952818936668336, + "lyap1_mean": 0.016174431890249252, + "lyap1_max": 0.028368687257170677, + "lyap_mean": 0.012472415342926979, + "volume_mean": 0.012472415342926979, + "volume_max": 0.01963203027844429, + "frac_active": 1.0 + }, + { + "step": 83, + "loss": 0.00014076514344196767, + "lyap1_mean": 0.009040778502821922, + "lyap1_max": 0.022827457636594772, + "lyap_mean": 0.00976511463522911, + "volume_mean": 0.00976511463522911, + "volume_max": 0.011967383325099945, + "frac_active": 1.0 + }, + { + "step": 84, + "loss": 0.00020371883874759078, + "lyap1_mean": 0.012923477217555046, + "lyap1_max": 0.021340154111385345, + "lyap_mean": 0.011791778728365898, + "volume_mean": 0.011791778728365898, + "volume_max": 0.014887289144098759, + "frac_active": 1.0 + }, + { + "step": 85, + "loss": 0.0002514364605303854, + "lyap1_mean": 0.0199133213609457, + "lyap1_max": 0.032732050865888596, + "lyap_mean": 0.012789774686098099, + "volume_mean": 0.012789774686098099, + "volume_max": 0.02199629694223404, + "frac_active": 1.0 + }, + { + "step": 86, + "loss": 0.00010741394362412393, + "lyap1_mean": 0.00827644020318985, + "lyap1_max": 0.023574169725179672, + "lyap_mean": 0.007022646255791187, + "volume_mean": 0.007022646255791187, + "volume_max": 0.017026729881763458, + "frac_active": 0.875 + }, + { + "step": 87, + "loss": 0.0003494390402920544, + "lyap1_mean": 0.019046440720558167, + "lyap1_max": 0.029174018651247025, + "lyap_mean": 0.017161566764116287, + "volume_mean": 0.017161566764116287, + "volume_max": 0.02281590923666954, + "frac_active": 1.0 + }, + { + "step": 88, + "loss": 0.0006693179020658135, + "lyap1_mean": 0.029392875730991364, + "lyap1_max": 0.06088719144463539, + "lyap_mean": 0.021460004150867462, + "volume_mean": 0.021460004150867462, + "volume_max": 0.042362362146377563, + "frac_active": 1.0 + }, + { + "step": 89, + "loss": 0.0004184703284408897, + "lyap1_mean": 0.026721660047769547, + "lyap1_max": 0.03808058425784111, + "lyap_mean": 0.019253548234701157, + "volume_mean": 0.019253548234701157, + "volume_max": 0.026199009269475937, + "frac_active": 1.0 + }, + { + "step": 90, + "loss": 0.00028444360941648483, + "lyap1_mean": 0.016468342393636703, + "lyap1_max": 0.03258335590362549, + "lyap_mean": 0.013841824606060982, + "volume_mean": 0.013841824606060982, + "volume_max": 0.021816225722432137, + "frac_active": 1.0 + }, + { + "step": 91, + "loss": 0.00026436030748300254, + "lyap1_mean": 0.02042701467871666, + "lyap1_max": 0.04097677022218704, + "lyap_mean": 0.011117677204310894, + "volume_mean": 0.011117677204310894, + "volume_max": 0.020150097087025642, + "frac_active": 0.8125 + }, + { + "step": 92, + "loss": 0.00027015781961381435, + "lyap1_mean": 0.020595340058207512, + "lyap1_max": 0.02720683254301548, + "lyap_mean": 0.013682915829122066, + "volume_mean": 0.013682915829122066, + "volume_max": 0.01843319647014141, + "frac_active": 0.875 + }, + { + "step": 93, + "loss": 0.00026288459775969386, + "lyap1_mean": 0.02503611519932747, + "lyap1_max": 0.035361047834157944, + "lyap_mean": 0.012732163071632385, + "volume_mean": 0.012732163071632385, + "volume_max": 0.015871599316596985, + "frac_active": 0.9375 + }, + { + "step": 94, + "loss": 0.0003618295886553824, + "lyap1_mean": 0.02980242669582367, + "lyap1_max": 0.06126372143626213, + "lyap_mean": 0.012341074645519257, + "volume_mean": 0.012341074645519257, + "volume_max": 0.025109369307756424, + "frac_active": 1.0 + }, + { + "step": 95, + "loss": 0.00020205092732794583, + "lyap1_mean": 0.011863626539707184, + "lyap1_max": 0.020502597093582153, + "lyap_mean": 0.010373678989708424, + "volume_mean": 0.010373678989708424, + "volume_max": 0.019023869186639786, + "frac_active": 0.8125 + }, + { + "step": 96, + "loss": 0.00028158893110230565, + "lyap1_mean": 0.021840259432792664, + "lyap1_max": 0.047812219709157944, + "lyap_mean": 0.013883381150662899, + "volume_mean": 0.013883381150662899, + "volume_max": 0.01747850887477398, + "frac_active": 1.0 + }, + { + "step": 97, + "loss": 0.00028402608586475253, + "lyap1_mean": 0.026412032544612885, + "lyap1_max": 0.03746109828352928, + "lyap_mean": 0.011918339878320694, + "volume_mean": 0.011918339878320694, + "volume_max": 0.021043354645371437, + "frac_active": 0.8125 + }, + { + "step": 98, + "loss": 0.00015828886535018682, + "lyap1_mean": 0.007702790200710297, + "lyap1_max": 0.020487461239099503, + "lyap_mean": 0.00634089345112443, + "volume_mean": 0.00634089345112443, + "volume_max": 0.01858382113277912, + "frac_active": 0.6875 + }, + { + "step": 99, + "loss": 0.0002373388415435329, + "lyap1_mean": 0.017141886055469513, + "lyap1_max": 0.04615961015224457, + "lyap_mean": 0.00584651343524456, + "volume_mean": 0.00584651343524456, + "volume_max": 0.025478731840848923, + "frac_active": 0.5625 + }, + { + "step": 100, + "loss": 0.00026125687872990966, + "lyap1_mean": 0.017840156331658363, + "lyap1_max": 0.03285716846585274, + "lyap_mean": 0.010972753167152405, + "volume_mean": 0.010972753167152405, + "volume_max": 0.017883403226733208, + "frac_active": 0.8125 + }, + { + "step": 101, + "loss": 0.0001734831603243947, + "lyap1_mean": 0.018268011510372162, + "lyap1_max": 0.025335311889648438, + "lyap_mean": 0.008050350472331047, + "volume_mean": 0.008050350472331047, + "volume_max": 0.01791304163634777, + "frac_active": 0.6875 + }, + { + "step": 102, + "loss": 9.370120824314654e-05, + "lyap1_mean": 0.013319002464413643, + "lyap1_max": 0.02254665084183216, + "lyap_mean": 0.006158939562737942, + "volume_mean": 0.006158939562737942, + "volume_max": 0.010639721527695656, + "frac_active": 0.875 + }, + { + "step": 103, + "loss": 0.00011542849824763834, + "lyap1_mean": 0.013975394889712334, + "lyap1_max": 0.02033848688006401, + "lyap_mean": 0.006798764690756798, + "volume_mean": 0.006798764690756798, + "volume_max": 0.012172281742095947, + "frac_active": 0.75 + }, + { + "step": 104, + "loss": 0.00018173651187680662, + "lyap1_mean": 0.018005255609750748, + "lyap1_max": 0.02935236133635044, + "lyap_mean": 0.00927722081542015, + "volume_mean": 0.00927722081542015, + "volume_max": 0.012050976976752281, + "frac_active": 0.8125 + }, + { + "step": 105, + "loss": 0.00024539974401704967, + "lyap1_mean": 0.019852524623274803, + "lyap1_max": 0.03695976734161377, + "lyap_mean": 0.011876440607011318, + "volume_mean": 0.011876440607011318, + "volume_max": 0.018471330404281616, + "frac_active": 0.9375 + }, + { + "step": 106, + "loss": 6.612262222915888e-05, + "lyap1_mean": 0.01053571980446577, + "lyap1_max": 0.018256286159157753, + "lyap_mean": 0.002552705816924572, + "volume_mean": 0.002552705816924572, + "volume_max": 0.007551359012722969, + "frac_active": 0.625 + }, + { + "step": 107, + "loss": 7.282075239345431e-05, + "lyap1_mean": 0.002935671480372548, + "lyap1_max": 0.01598251238465309, + "lyap_mean": 0.0016715372912585735, + "volume_mean": 0.0016715372912585735, + "volume_max": 0.009429411962628365, + "frac_active": 0.5 + }, + { + "step": 108, + "loss": 0.00011627288040472195, + "lyap1_mean": 0.002301165135577321, + "lyap1_max": 0.013820143416523933, + "lyap_mean": 0.0011958065442740917, + "volume_mean": 0.0011958065442740917, + "volume_max": 0.01711614429950714, + "frac_active": 0.375 + }, + { + "step": 109, + "loss": 3.7472091207746416e-05, + "lyap1_mean": 0.0036075985990464687, + "lyap1_max": 0.014338170178234577, + "lyap_mean": 0.002284145914018154, + "volume_mean": 0.002284145914018154, + "volume_max": 0.00639295345172286, + "frac_active": 0.625 + }, + { + "step": 110, + "loss": 0.00023241672897711396, + "lyap1_mean": 0.018271472305059433, + "lyap1_max": 0.038940489292144775, + "lyap_mean": 0.010636085644364357, + "volume_mean": 0.010636085644364357, + "volume_max": 0.015712235122919083, + "frac_active": 0.875 + }, + { + "step": 111, + "loss": 0.00011442192044341937, + "lyap1_mean": 0.00838444009423256, + "lyap1_max": 0.022744394838809967, + "lyap_mean": 0.0008271329570561647, + "volume_mean": 0.0008271329570561647, + "volume_max": 0.011499634012579918, + "frac_active": 0.5 + }, + { + "step": 112, + "loss": 0.00010268839832860976, + "lyap1_mean": 0.010531449690461159, + "lyap1_max": 0.024495866149663925, + "lyap_mean": 0.0061338855884969234, + "volume_mean": 0.0061338855884969234, + "volume_max": 0.013231785967946053, + "frac_active": 0.75 + }, + { + "step": 113, + "loss": 0.00017493670748081058, + "lyap1_mean": 0.010213077068328857, + "lyap1_max": 0.027252348139882088, + "lyap_mean": 0.0071916477754712105, + "volume_mean": 0.0071916477754712105, + "volume_max": 0.023735331371426582, + "frac_active": 0.75 + }, + { + "step": 114, + "loss": 0.0001401310000801459, + "lyap1_mean": 0.01492709293961525, + "lyap1_max": 0.04053878039121628, + "lyap_mean": 0.006539757363498211, + "volume_mean": 0.006539757363498211, + "volume_max": 0.013134521432220936, + "frac_active": 0.8125 + }, + { + "step": 115, + "loss": 5.6280565331690013e-05, + "lyap1_mean": 0.0020978087559342384, + "lyap1_max": 0.010881410911679268, + "lyap_mean": 0.000500192167237401, + "volume_mean": 0.000500192167237401, + "volume_max": 0.009611126966774464, + "frac_active": 0.5 + }, + { + "step": 116, + "loss": 0.0001358959125354886, + "lyap1_mean": 0.012940737418830395, + "lyap1_max": 0.030904389917850494, + "lyap_mean": 0.009136201813817024, + "volume_mean": 0.009136201813817024, + "volume_max": 0.016394246369600296, + "frac_active": 0.9375 + }, + { + "step": 117, + "loss": 6.12636940786615e-05, + "lyap1_mean": 0.009323474951088428, + "lyap1_max": 0.018508154898881912, + "lyap_mean": 0.0018775772769004107, + "volume_mean": 0.0018775772769004107, + "volume_max": 0.008281180635094643, + "frac_active": 0.625 + }, + { + "step": 118, + "loss": 2.2051823179936036e-05, + "lyap1_mean": 0.0021450563799589872, + "lyap1_max": 0.01161388959735632, + "lyap_mean": -4.467729013413191e-05, + "volume_mean": -4.467729013413191e-05, + "volume_max": 0.005718034692108631, + "frac_active": 0.3125 + }, + { + "step": 119, + "loss": 9.283635881729424e-05, + "lyap1_mean": 0.01205507293343544, + "lyap1_max": 0.023118939250707626, + "lyap_mean": 0.004029334522783756, + "volume_mean": 0.004029334522783756, + "volume_max": 0.0059872642159461975, + "frac_active": 0.625 + }, + { + "step": 120, + "loss": 7.58985333959572e-05, + "lyap1_mean": 0.011456170119345188, + "lyap1_max": 0.02060835249722004, + "lyap_mean": 0.005157058127224445, + "volume_mean": 0.005157058127224445, + "volume_max": 0.00817791000008583, + "frac_active": 0.6875 + }, + { + "step": 121, + "loss": 2.772294101305306e-05, + "lyap1_mean": 0.0014908063458278775, + "lyap1_max": 0.0076475138776004314, + "lyap_mean": 0.0007441261550411582, + "volume_mean": 0.0007441261550411582, + "volume_max": 0.008677961304783821, + "frac_active": 0.4375 + }, + { + "step": 122, + "loss": 8.317844913108274e-05, + "lyap1_mean": 0.010938853025436401, + "lyap1_max": 0.028211049735546112, + "lyap_mean": 0.0027682187501341105, + "volume_mean": 0.0027682187501341105, + "volume_max": 0.006749815307557583, + "frac_active": 0.5625 + }, + { + "step": 123, + "loss": 5.470983887789771e-05, + "lyap1_mean": 0.008295276202261448, + "lyap1_max": 0.01997918076813221, + "lyap_mean": 0.005458700470626354, + "volume_mean": 0.005458700470626354, + "volume_max": 0.008655295707285404, + "frac_active": 0.9375 + }, + { + "step": 124, + "loss": 1.569139931234531e-05, + "lyap1_mean": 0.0034174402244389057, + "lyap1_max": 0.004680486395955086, + "lyap_mean": 0.002973148599267006, + "volume_mean": 0.002973148599267006, + "volume_max": 0.005463292356580496, + "frac_active": 1.0 + }, + { + "step": 125, + "loss": 3.655108230304904e-05, + "lyap1_mean": 0.00475611537694931, + "lyap1_max": 0.01830621249973774, + "lyap_mean": 0.000962380669079721, + "volume_mean": 0.000962380669079721, + "volume_max": 0.006834296975284815, + "frac_active": 0.6875 + }, + { + "step": 126, + "loss": 4.7970930609153584e-05, + "lyap1_mean": 0.005544223356992006, + "lyap1_max": 0.015920139849185944, + "lyap_mean": 0.0022098792251199484, + "volume_mean": 0.0022098792251199484, + "volume_max": 0.007152627222239971, + "frac_active": 0.625 + }, + { + "step": 127, + "loss": 6.260063673835248e-05, + "lyap1_mean": 0.0015823203139007092, + "lyap1_max": 0.006211718078702688, + "lyap_mean": -6.765208672732115e-05, + "volume_mean": -6.765208672732115e-05, + "volume_max": 0.005552046932280064, + "frac_active": 0.6875 + }, + { + "step": 128, + "loss": 0.00010307774937245995, + "lyap1_mean": 0.012688957154750824, + "lyap1_max": 0.028468890115618706, + "lyap_mean": 0.00411553168669343, + "volume_mean": 0.00411553168669343, + "volume_max": 0.00826978124678135, + "frac_active": 0.5625 + }, + { + "step": 129, + "loss": 2.9731623726547696e-05, + "lyap1_mean": 0.004868743941187859, + "lyap1_max": 0.007041281089186668, + "lyap_mean": 0.002170850755646825, + "volume_mean": 0.002170850755646825, + "volume_max": 0.00695793516933918, + "frac_active": 0.625 + }, + { + "step": 130, + "loss": 3.7415527913253754e-05, + "lyap1_mean": 0.006438167300075293, + "lyap1_max": 0.01881302520632744, + "lyap_mean": 0.0016195966163650155, + "volume_mean": 0.0016195966163650155, + "volume_max": 0.006964345462620258, + "frac_active": 0.5625 + }, + { + "step": 131, + "loss": 0.00028327887412160635, + "lyap1_mean": 0.021525362506508827, + "lyap1_max": 0.05332229286432266, + "lyap_mean": 0.01199405174702406, + "volume_mean": 0.01199405174702406, + "volume_max": 0.02283417619764805, + "frac_active": 1.0 + }, + { + "step": 132, + "loss": 1.746843736327719e-05, + "lyap1_mean": 0.0060821035876870155, + "lyap1_max": 0.008962406776845455, + "lyap_mean": 0.0021502766758203506, + "volume_mean": 0.0021502766758203506, + "volume_max": 0.004646818153560162, + "frac_active": 0.625 + }, + { + "step": 133, + "loss": 0.00011760416236938909, + "lyap1_mean": 0.00881677120923996, + "lyap1_max": 0.01328152697533369, + "lyap_mean": 0.009553240612149239, + "volume_mean": 0.009553240612149239, + "volume_max": 0.013330718502402306, + "frac_active": 0.9375 + }, + { + "step": 134, + "loss": 0.0006541004404425621, + "lyap1_mean": 0.028140505775809288, + "lyap1_max": 0.05211777985095978, + "lyap_mean": 0.021872185170650482, + "volume_mean": 0.021872185170650482, + "volume_max": 0.03620777279138565, + "frac_active": 1.0 + }, + { + "step": 135, + "loss": 0.00014380831271409988, + "lyap1_mean": 0.011726340278983116, + "lyap1_max": 0.025983160361647606, + "lyap_mean": 0.009012661874294281, + "volume_mean": 0.009012661874294281, + "volume_max": 0.018572382628917694, + "frac_active": 0.875 + }, + { + "step": 136, + "loss": 0.00015581765910610557, + "lyap1_mean": 0.014125825837254524, + "lyap1_max": 0.022244365885853767, + "lyap_mean": 0.011114791966974735, + "volume_mean": 0.011114791966974735, + "volume_max": 0.017269233241677284, + "frac_active": 1.0 + }, + { + "step": 137, + "loss": 0.00024078281421680003, + "lyap1_mean": 0.017397848889231682, + "lyap1_max": 0.02412843517959118, + "lyap_mean": 0.014366578310728073, + "volume_mean": 0.014366578310728073, + "volume_max": 0.019046228379011154, + "frac_active": 1.0 + }, + { + "step": 138, + "loss": 0.0002352990850340575, + "lyap1_mean": 0.018454574048519135, + "lyap1_max": 0.037434451282024384, + "lyap_mean": 0.012316249310970306, + "volume_mean": 0.012316249310970306, + "volume_max": 0.01943538337945938, + "frac_active": 1.0 + }, + { + "step": 139, + "loss": 0.00043289802852086723, + "lyap1_mean": 0.027421440929174423, + "lyap1_max": 0.04959404096007347, + "lyap_mean": 0.017701223492622375, + "volume_mean": 0.017701223492622375, + "volume_max": 0.02039433643221855, + "frac_active": 1.0 + }, + { + "step": 140, + "loss": 0.0003931676328647882, + "lyap1_mean": 0.01931782439351082, + "lyap1_max": 0.02790801413357258, + "lyap_mean": 0.01862506940960884, + "volume_mean": 0.01862506940960884, + "volume_max": 0.022842926904559135, + "frac_active": 1.0 + }, + { + "step": 141, + "loss": 0.0008219261653721333, + "lyap1_mean": 0.03497727960348129, + "lyap1_max": 0.05002208799123764, + "lyap_mean": 0.02615560218691826, + "volume_mean": 0.02615560218691826, + "volume_max": 0.03195897862315178, + "frac_active": 1.0 + }, + { + "step": 142, + "loss": 0.0003153946599923074, + "lyap1_mean": 0.020161624997854233, + "lyap1_max": 0.02653113566339016, + "lyap_mean": 0.01680215634405613, + "volume_mean": 0.01680215634405613, + "volume_max": 0.02031344547867775, + "frac_active": 1.0 + }, + { + "step": 143, + "loss": 0.000536332547198981, + "lyap1_mean": 0.030516190454363823, + "lyap1_max": 0.056928783655166626, + "lyap_mean": 0.020047958940267563, + "volume_mean": 0.020047958940267563, + "volume_max": 0.02898513898253441, + "frac_active": 1.0 + }, + { + "step": 144, + "loss": 0.00036824087146669626, + "lyap1_mean": 0.02123934030532837, + "lyap1_max": 0.03775283694267273, + "lyap_mean": 0.017581723630428314, + "volume_mean": 0.017581723630428314, + "volume_max": 0.027524804696440697, + "frac_active": 1.0 + }, + { + "step": 145, + "loss": 0.000658105593174696, + "lyap1_mean": 0.032385971397161484, + "lyap1_max": 0.048341650515794754, + "lyap_mean": 0.023282945156097412, + "volume_mean": 0.023282945156097412, + "volume_max": 0.030807117000222206, + "frac_active": 1.0 + }, + { + "step": 146, + "loss": 0.0005974872037768364, + "lyap1_mean": 0.022228561341762543, + "lyap1_max": 0.0466320626437664, + "lyap_mean": 0.019634569063782692, + "volume_mean": 0.019634569063782692, + "volume_max": 0.03737882524728775, + "frac_active": 1.0 + }, + { + "step": 147, + "loss": 0.00032222061417996883, + "lyap1_mean": 0.020451607182621956, + "lyap1_max": 0.02504628151655197, + "lyap_mean": 0.017365440726280212, + "volume_mean": 0.017365440726280212, + "volume_max": 0.01945001259446144, + "frac_active": 1.0 + }, + { + "step": 148, + "loss": 0.0007760553271509707, + "lyap1_mean": 0.04026220738887787, + "lyap1_max": 0.04608936235308647, + "lyap_mean": 0.026250477880239487, + "volume_mean": 0.026250477880239487, + "volume_max": 0.029383139684796333, + "frac_active": 1.0 + }, + { + "step": 149, + "loss": 0.0013386707287281752, + "lyap1_mean": 0.05306456983089447, + "lyap1_max": 0.0633162185549736, + "lyap_mean": 0.03168496489524841, + "volume_mean": 0.03168496489524841, + "volume_max": 0.045361198484897614, + "frac_active": 1.0 + }, + { + "step": 150, + "loss": 0.0004535140178631991, + "lyap1_mean": 0.02751101553440094, + "lyap1_max": 0.038016971200704575, + "lyap_mean": 0.020032742992043495, + "volume_mean": 0.020032742992043495, + "volume_max": 0.023816663771867752, + "frac_active": 1.0 + }, + { + "step": 151, + "loss": 0.00040189275750890374, + "lyap1_mean": 0.024442652240395546, + "lyap1_max": 0.03149321675300598, + "lyap_mean": 0.019350681453943253, + "volume_mean": 0.019350681453943253, + "volume_max": 0.02147023193538189, + "frac_active": 1.0 + }, + { + "step": 152, + "loss": 0.0008373726159334183, + "lyap1_mean": 0.03957013040781021, + "lyap1_max": 0.0779724270105362, + "lyap_mean": 0.023725956678390503, + "volume_mean": 0.023725956678390503, + "volume_max": 0.040086328983306885, + "frac_active": 1.0 + }, + { + "step": 153, + "loss": 0.00044996399083174765, + "lyap1_mean": 0.027694370597600937, + "lyap1_max": 0.04311100021004677, + "lyap_mean": 0.018614325672388077, + "volume_mean": 0.018614325672388077, + "volume_max": 0.026658296585083008, + "frac_active": 1.0 + }, + { + "step": 154, + "loss": 0.00016082561342045665, + "lyap1_mean": 0.01640968769788742, + "lyap1_max": 0.023375200107693672, + "lyap_mean": 0.011120581068098545, + "volume_mean": 0.011120581068098545, + "volume_max": 0.014341700822114944, + "frac_active": 0.9375 + }, + { + "step": 155, + "loss": 0.00024405927979387343, + "lyap1_mean": 0.020438972860574722, + "lyap1_max": 0.03254980593919754, + "lyap_mean": 0.013715408742427826, + "volume_mean": 0.013715408742427826, + "volume_max": 0.019942045211791992, + "frac_active": 1.0 + }, + { + "step": 156, + "loss": 0.00018180548795498908, + "lyap1_mean": 0.01773606613278389, + "lyap1_max": 0.02053401619195938, + "lyap_mean": 0.01231383066624403, + "volume_mean": 0.01231383066624403, + "volume_max": 0.01572372205555439, + "frac_active": 1.0 + }, + { + "step": 157, + "loss": 0.0003776904195547104, + "lyap1_mean": 0.026106294244527817, + "lyap1_max": 0.032825637608766556, + "lyap_mean": 0.018129922449588776, + "volume_mean": 0.018129922449588776, + "volume_max": 0.020454999059438705, + "frac_active": 1.0 + }, + { + "step": 158, + "loss": 0.00027809361927211285, + "lyap1_mean": 0.022427208721637726, + "lyap1_max": 0.03234560787677765, + "lyap_mean": 0.014930225908756256, + "volume_mean": 0.014930225908756256, + "volume_max": 0.01954704523086548, + "frac_active": 1.0 + }, + { + "step": 159, + "loss": 0.00033592304680496454, + "lyap1_mean": 0.02015881985425949, + "lyap1_max": 0.037307195365428925, + "lyap_mean": 0.016682695597410202, + "volume_mean": 0.016682695597410202, + "volume_max": 0.021493293344974518, + "frac_active": 1.0 + }, + { + "step": 160, + "loss": 0.0003019319847226143, + "lyap1_mean": 0.01896710880100727, + "lyap1_max": 0.02717525325715542, + "lyap_mean": 0.0164792537689209, + "volume_mean": 0.0164792537689209, + "volume_max": 0.021076880395412445, + "frac_active": 1.0 + }, + { + "step": 161, + "loss": 0.0011339487973600626, + "lyap1_mean": 0.04366101324558258, + "lyap1_max": 0.11861391365528107, + "lyap_mean": 0.02173857018351555, + "volume_mean": 0.02173857018351555, + "volume_max": 0.04440018907189369, + "frac_active": 0.9375 + }, + { + "step": 162, + "loss": 0.0002215741842519492, + "lyap1_mean": 0.021452749148011208, + "lyap1_max": 0.027199124917387962, + "lyap_mean": 0.012163517996668816, + "volume_mean": 0.012163517996668816, + "volume_max": 0.018773309886455536, + "frac_active": 0.875 + }, + { + "step": 163, + "loss": 0.0003159834013786167, + "lyap1_mean": 0.025344450026750565, + "lyap1_max": 0.036572299897670746, + "lyap_mean": 0.015382246114313602, + "volume_mean": 0.015382246114313602, + "volume_max": 0.020778866484761238, + "frac_active": 1.0 + }, + { + "step": 164, + "loss": 0.00044862990034744143, + "lyap1_mean": 0.02987019717693329, + "lyap1_max": 0.04710855334997177, + "lyap_mean": 0.0192272812128067, + "volume_mean": 0.0192272812128067, + "volume_max": 0.020886410027742386, + "frac_active": 1.0 + }, + { + "step": 165, + "loss": 0.0006225522956810892, + "lyap1_mean": 0.03869316726922989, + "lyap1_max": 0.06251329928636551, + "lyap_mean": 0.01784450002014637, + "volume_mean": 0.01784450002014637, + "volume_max": 0.028086991980671883, + "frac_active": 0.9375 + }, + { + "step": 166, + "loss": 0.0006253591272979975, + "lyap1_mean": 0.03637964278459549, + "lyap1_max": 0.05648357793688774, + "lyap_mean": 0.021112531423568726, + "volume_mean": 0.021112531423568726, + "volume_max": 0.03021685592830181, + "frac_active": 1.0 + }, + { + "step": 167, + "loss": 0.0003838128468487412, + "lyap1_mean": 0.021052498370409012, + "lyap1_max": 0.037413571029901505, + "lyap_mean": 0.017178282141685486, + "volume_mean": 0.017178282141685486, + "volume_max": 0.025756053626537323, + "frac_active": 1.0 + }, + { + "step": 168, + "loss": 0.0003051335224881768, + "lyap1_mean": 0.023775428533554077, + "lyap1_max": 0.0553458146750927, + "lyap_mean": 0.01267336681485176, + "volume_mean": 0.01267336681485176, + "volume_max": 0.02087637223303318, + "frac_active": 0.9375 + }, + { + "step": 169, + "loss": 0.0001705996983218938, + "lyap1_mean": 0.020005982369184494, + "lyap1_max": 0.0396091490983963, + "lyap_mean": 0.008290113881230354, + "volume_mean": 0.008290113881230354, + "volume_max": 0.017740361392498016, + "frac_active": 0.8125 + }, + { + "step": 170, + "loss": 0.0002693951828405261, + "lyap1_mean": 0.01505209133028984, + "lyap1_max": 0.024102257564663887, + "lyap_mean": 0.013699362054467201, + "volume_mean": 0.013699362054467201, + "volume_max": 0.019629348069429398, + "frac_active": 1.0 + }, + { + "step": 171, + "loss": 0.00014203411410562694, + "lyap1_mean": 0.01897668093442917, + "lyap1_max": 0.03138323500752449, + "lyap_mean": 0.006338115781545639, + "volume_mean": 0.006338115781545639, + "volume_max": 0.00846368633210659, + "frac_active": 0.8125 + }, + { + "step": 172, + "loss": 0.000337419769493863, + "lyap1_mean": 0.02848123572766781, + "lyap1_max": 0.0586417131125927, + "lyap_mean": 0.011853585951030254, + "volume_mean": 0.011853585951030254, + "volume_max": 0.021333584561944008, + "frac_active": 0.875 + }, + { + "step": 173, + "loss": 0.0002509462647140026, + "lyap1_mean": 0.020090240985155106, + "lyap1_max": 0.029817497357726097, + "lyap_mean": 0.014063555747270584, + "volume_mean": 0.014063555747270584, + "volume_max": 0.017756229266524315, + "frac_active": 1.0 + }, + { + "step": 174, + "loss": 8.219230221584439e-05, + "lyap1_mean": 0.01055165659636259, + "lyap1_max": 0.017501002177596092, + "lyap_mean": 0.006490479223430157, + "volume_mean": 0.006490479223430157, + "volume_max": 0.013667539693415165, + "frac_active": 0.8125 + }, + { + "step": 175, + "loss": 0.00026699999580159783, + "lyap1_mean": 0.022912174463272095, + "lyap1_max": 0.034296415746212006, + "lyap_mean": 0.012880982831120491, + "volume_mean": 0.012880982831120491, + "volume_max": 0.018822534009814262, + "frac_active": 0.875 + }, + { + "step": 176, + "loss": 0.00045912363566458225, + "lyap1_mean": 0.02262888476252556, + "lyap1_max": 0.03681951016187668, + "lyap_mean": 0.01739496923983097, + "volume_mean": 0.01739496923983097, + "volume_max": 0.02605018950998783, + "frac_active": 0.9375 + }, + { + "step": 177, + "loss": 0.00028155313339084387, + "lyap1_mean": 0.027279039844870567, + "lyap1_max": 0.03480280190706253, + "lyap_mean": 0.012887973338365555, + "volume_mean": 0.012887973338365555, + "volume_max": 0.018600821495056152, + "frac_active": 0.875 + }, + { + "step": 178, + "loss": 0.0001605852594366297, + "lyap1_mean": 0.01590498723089695, + "lyap1_max": 0.022233638912439346, + "lyap_mean": 0.008695442229509354, + "volume_mean": 0.008695442229509354, + "volume_max": 0.0147930346429348, + "frac_active": 0.8125 + }, + { + "step": 179, + "loss": 0.0006392070790752769, + "lyap1_mean": 0.0373237282037735, + "lyap1_max": 0.06850697100162506, + "lyap_mean": 0.016838587820529938, + "volume_mean": 0.016838587820529938, + "volume_max": 0.027319569140672684, + "frac_active": 0.9375 + }, + { + "step": 180, + "loss": 0.00012493319809436798, + "lyap1_mean": 0.012694121338427067, + "lyap1_max": 0.035510338842868805, + "lyap_mean": 0.006729853339493275, + "volume_mean": 0.006729853339493275, + "volume_max": 0.012689094990491867, + "frac_active": 0.8125 + }, + { + "step": 181, + "loss": 8.609073847765103e-05, + "lyap1_mean": 0.006680358666926622, + "lyap1_max": 0.017641795799136162, + "lyap_mean": 0.005988939665257931, + "volume_mean": 0.005988939665257931, + "volume_max": 0.014367703348398209, + "frac_active": 0.8125 + }, + { + "step": 182, + "loss": 8.270655962405726e-05, + "lyap1_mean": 0.01036263257265091, + "lyap1_max": 0.02901504747569561, + "lyap_mean": 0.004526926204562187, + "volume_mean": 0.004526926204562187, + "volume_max": 0.013645573519170284, + "frac_active": 0.75 + }, + { + "step": 183, + "loss": 7.211778574855998e-05, + "lyap1_mean": 0.00828984659165144, + "lyap1_max": 0.027683451771736145, + "lyap_mean": 0.003393646562471986, + "volume_mean": 0.003393646562471986, + "volume_max": 0.012320191599428654, + "frac_active": 0.625 + }, + { + "step": 184, + "loss": 0.00014199021097738296, + "lyap1_mean": 0.012814531102776527, + "lyap1_max": 0.036514244973659515, + "lyap_mean": 0.00776174571365118, + "volume_mean": 0.00776174571365118, + "volume_max": 0.01209533866494894, + "frac_active": 0.875 + }, + { + "step": 185, + "loss": 0.00020895937632303685, + "lyap1_mean": 0.013005876913666725, + "lyap1_max": 0.01989773102104664, + "lyap_mean": 0.012623757123947144, + "volume_mean": 0.012623757123947144, + "volume_max": 0.022728828713297844, + "frac_active": 1.0 + }, + { + "step": 186, + "loss": 0.00011478798114694655, + "lyap1_mean": 0.01616031676530838, + "lyap1_max": 0.023614583536982536, + "lyap_mean": 0.008350718766450882, + "volume_mean": 0.008350718766450882, + "volume_max": 0.011161822825670242, + "frac_active": 0.9375 + }, + { + "step": 187, + "loss": 0.0004901785869151354, + "lyap1_mean": 0.03221277520060539, + "lyap1_max": 0.060532987117767334, + "lyap_mean": 0.014026621356606483, + "volume_mean": 0.014026621356606483, + "volume_max": 0.023262692615389824, + "frac_active": 0.8125 + }, + { + "step": 188, + "loss": 0.00020195994875393808, + "lyap1_mean": 0.013556715101003647, + "lyap1_max": 0.018919574096798897, + "lyap_mean": 0.012530967593193054, + "volume_mean": 0.012530967593193054, + "volume_max": 0.020631540566682816, + "frac_active": 1.0 + }, + { + "step": 189, + "loss": 0.0001715185062494129, + "lyap1_mean": 0.018514666706323624, + "lyap1_max": 0.03171746805310249, + "lyap_mean": 0.009554700925946236, + "volume_mean": 0.009554700925946236, + "volume_max": 0.015567675232887268, + "frac_active": 0.8125 + }, + { + "step": 190, + "loss": 0.0006234884494915605, + "lyap1_mean": 0.03485877811908722, + "lyap1_max": 0.05863625183701515, + "lyap_mean": 0.019056111574172974, + "volume_mean": 0.019056111574172974, + "volume_max": 0.026945725083351135, + "frac_active": 1.0 + }, + { + "step": 191, + "loss": 0.0002619053120724857, + "lyap1_mean": 0.024432668462395668, + "lyap1_max": 0.03558557853102684, + "lyap_mean": 0.013003300875425339, + "volume_mean": 0.013003300875425339, + "volume_max": 0.018847458064556122, + "frac_active": 0.9375 + }, + { + "step": 192, + "loss": 0.000247095653321594, + "lyap1_mean": 0.019638026133179665, + "lyap1_max": 0.028501499444246292, + "lyap_mean": 0.013813532888889313, + "volume_mean": 0.013813532888889313, + "volume_max": 0.021075719967484474, + "frac_active": 1.0 + }, + { + "step": 193, + "loss": 0.0005866775172762573, + "lyap1_mean": 0.031020911410450935, + "lyap1_max": 0.06676827371120453, + "lyap_mean": 0.018323609605431557, + "volume_mean": 0.018323609605431557, + "volume_max": 0.031654275953769684, + "frac_active": 1.0 + }, + { + "step": 194, + "loss": 0.0002517003158573061, + "lyap1_mean": 0.016363775357604027, + "lyap1_max": 0.051607824862003326, + "lyap_mean": 0.009661970660090446, + "volume_mean": 0.009661970660090446, + "volume_max": 0.022322986274957657, + "frac_active": 0.8125 + }, + { + "step": 195, + "loss": 0.00018991550314240158, + "lyap1_mean": 0.016047142446041107, + "lyap1_max": 0.026445874944329262, + "lyap_mean": 0.01024620607495308, + "volume_mean": 0.01024620607495308, + "volume_max": 0.014327159151434898, + "frac_active": 0.875 + }, + { + "step": 196, + "loss": 0.00019238158711232245, + "lyap1_mean": 0.01703294925391674, + "lyap1_max": 0.03356579691171646, + "lyap_mean": 0.01027901004999876, + "volume_mean": 0.01027901004999876, + "volume_max": 0.017177067697048187, + "frac_active": 0.9375 + }, + { + "step": 197, + "loss": 0.0002264922804897651, + "lyap1_mean": 0.0211639404296875, + "lyap1_max": 0.038865480571985245, + "lyap_mean": 0.011767993681132793, + "volume_mean": 0.011767993681132793, + "volume_max": 0.014453203417360783, + "frac_active": 1.0 + }, + { + "step": 198, + "loss": 0.00020950540783815086, + "lyap1_mean": 0.02131594717502594, + "lyap1_max": 0.03609266132116318, + "lyap_mean": 0.011767691932618618, + "volume_mean": 0.011767691932618618, + "volume_max": 0.020084934309124947, + "frac_active": 0.9375 + }, + { + "step": 199, + "loss": 0.0002626306377351284, + "lyap1_mean": 0.024295656010508537, + "lyap1_max": 0.03847487270832062, + "lyap_mean": 0.0125257708132267, + "volume_mean": 0.0125257708132267, + "volume_max": 0.020605389028787613, + "frac_active": 0.875 + }, + { + "step": 200, + "loss": 0.00012224281090311706, + "lyap1_mean": 0.018360313028097153, + "lyap1_max": 0.02419768087565899, + "lyap_mean": 0.008594063110649586, + "volume_mean": 0.008594063110649586, + "volume_max": 0.009561480954289436, + "frac_active": 0.875 + }, + { + "step": 201, + "loss": 7.820707105565816e-05, + "lyap1_mean": 0.005578070413321257, + "lyap1_max": 0.014289053156971931, + "lyap_mean": 0.002894212491810322, + "volume_mean": 0.002894212491810322, + "volume_max": 0.00843239575624466, + "frac_active": 0.6875 + }, + { + "step": 202, + "loss": 0.00015856383834034204, + "lyap1_mean": 0.015821928158402443, + "lyap1_max": 0.03330128267407417, + "lyap_mean": 0.007936680689454079, + "volume_mean": 0.007936680689454079, + "volume_max": 0.013770091347396374, + "frac_active": 0.8125 + }, + { + "step": 203, + "loss": 0.00018967071082443, + "lyap1_mean": 0.022337647154927254, + "lyap1_max": 0.03608597815036774, + "lyap_mean": 0.007789153605699539, + "volume_mean": 0.007789153605699539, + "volume_max": 0.010646740905940533, + "frac_active": 0.875 + }, + { + "step": 204, + "loss": 0.00017009733710438013, + "lyap1_mean": 0.016052184626460075, + "lyap1_max": 0.02827497012913227, + "lyap_mean": 0.0050027151592075825, + "volume_mean": 0.0050027151592075825, + "volume_max": 0.017383111640810966, + "frac_active": 0.625 + }, + { + "step": 205, + "loss": 8.51279401103966e-05, + "lyap1_mean": 0.010485665872693062, + "lyap1_max": 0.027286946773529053, + "lyap_mean": 0.002769975457340479, + "volume_mean": 0.002769975457340479, + "volume_max": 0.007173448335379362, + "frac_active": 0.5625 + }, + { + "step": 206, + "loss": 7.340761658269912e-05, + "lyap1_mean": 0.005812750197947025, + "lyap1_max": 0.020200170576572418, + "lyap_mean": 0.003983665257692337, + "volume_mean": 0.003983665257692337, + "volume_max": 0.005959872622042894, + "frac_active": 0.625 + }, + { + "step": 207, + "loss": 0.00013724583550356328, + "lyap1_mean": 0.013012437149882317, + "lyap1_max": 0.0312659926712513, + "lyap_mean": 0.001293205888941884, + "volume_mean": 0.001293205888941884, + "volume_max": 0.012135904282331467, + "frac_active": 0.375 + }, + { + "step": 208, + "loss": 0.00011177908163517714, + "lyap1_mean": 0.013105425052344799, + "lyap1_max": 0.024559183046221733, + "lyap_mean": 0.005061539355665445, + "volume_mean": 0.005061539355665445, + "volume_max": 0.011250577867031097, + "frac_active": 0.6875 + }, + { + "step": 209, + "loss": 7.57642847020179e-05, + "lyap1_mean": 0.004756731912493706, + "lyap1_max": 0.01843002438545227, + "lyap_mean": 0.0008601914159953594, + "volume_mean": 0.0008601914159953594, + "volume_max": 0.005051967687904835, + "frac_active": 0.6875 + }, + { + "step": 210, + "loss": 5.6229539040941745e-05, + "lyap1_mean": 0.0006664223037660122, + "lyap1_max": 0.009848739951848984, + "lyap_mean": -0.0034079772885888815, + "volume_mean": -0.0034079772885888815, + "volume_max": 0.0030175631400197744, + "frac_active": 0.3125 + }, + { + "step": 211, + "loss": 7.74684376665391e-05, + "lyap1_mean": 0.005569834262132645, + "lyap1_max": 0.017297934740781784, + "lyap_mean": 0.005287058651447296, + "volume_mean": 0.005287058651447296, + "volume_max": 0.011149268597364426, + "frac_active": 0.8125 + }, + { + "step": 212, + "loss": 3.25096734741237e-05, + "lyap1_mean": 0.0036122966557741165, + "lyap1_max": 0.011860205791890621, + "lyap_mean": -0.0019862232729792595, + "volume_mean": -0.0019862232729792595, + "volume_max": -0.000178174814209342, + "frac_active": 0.375 + }, + { + "step": 213, + "loss": 8.078986866166815e-05, + "lyap1_mean": 0.011594435200095177, + "lyap1_max": 0.0233366210013628, + "lyap_mean": 0.0011698103044182062, + "volume_mean": 0.0011698103044182062, + "volume_max": 0.0052442350424826145, + "frac_active": 0.375 + }, + { + "step": 214, + "loss": 8.011401223484427e-05, + "lyap1_mean": 0.008716023527085781, + "lyap1_max": 0.022700518369674683, + "lyap_mean": -0.002254769206047058, + "volume_mean": -0.002254769206047058, + "volume_max": 0.001662163995206356, + "frac_active": 0.25 + }, + { + "step": 215, + "loss": 8.459387754555792e-05, + "lyap1_mean": -0.0009193969890475273, + "lyap1_max": 0.013554364442825317, + "lyap_mean": -0.00320655619725585, + "volume_mean": -0.00320655619725585, + "volume_max": 0.004900921601802111, + "frac_active": 0.4375 + }, + { + "step": 216, + "loss": 7.084076787577942e-05, + "lyap1_mean": 0.00983365997672081, + "lyap1_max": 0.020703189074993134, + "lyap_mean": 0.003284917678683996, + "volume_mean": 0.003284917678683996, + "volume_max": 0.008998573757708073, + "frac_active": 0.625 + }, + { + "step": 217, + "loss": 9.858308476395905e-05, + "lyap1_mean": 0.0028594888281077147, + "lyap1_max": 0.028428511694073677, + "lyap_mean": -0.0018040972063317895, + "volume_mean": -0.0018040972063317895, + "volume_max": 0.010888766497373581, + "frac_active": 0.3125 + }, + { + "step": 218, + "loss": 0.00011003785039065406, + "lyap1_mean": 6.811018101871014e-05, + "lyap1_max": 0.009217583574354649, + "lyap_mean": -0.0031339600682258606, + "volume_mean": -0.0031339600682258606, + "volume_max": 0.0033270525746047497, + "frac_active": 0.25 + }, + { + "step": 219, + "loss": 0.00010110472794622183, + "lyap1_mean": 0.0044829691760241985, + "lyap1_max": 0.028537189587950706, + "lyap_mean": 0.0026130732148885727, + "volume_mean": 0.0026130732148885727, + "volume_max": 0.012756016105413437, + "frac_active": 0.375 + }, + { + "step": 220, + "loss": 0.00013140405644662678, + "lyap1_mean": 0.006322946399450302, + "lyap1_max": 0.024731753394007683, + "lyap_mean": 0.0013601481914520264, + "volume_mean": 0.0013601481914520264, + "volume_max": 0.016505641862750053, + "frac_active": 0.5 + }, + { + "step": 221, + "loss": 0.0001427455572411418, + "lyap1_mean": 0.013022564351558685, + "lyap1_max": 0.017658520489931107, + "lyap_mean": 0.008425365202128887, + "volume_mean": 0.008425365202128887, + "volume_max": 0.012077763676643372, + "frac_active": 0.875 + }, + { + "step": 222, + "loss": 5.5053180403774604e-05, + "lyap1_mean": 0.002726977923884988, + "lyap1_max": 0.00745723582804203, + "lyap_mean": 0.0032110626343637705, + "volume_mean": 0.0032110626343637705, + "volume_max": 0.005945815239101648, + "frac_active": 0.6875 + }, + { + "step": 223, + "loss": 0.00019644031999632716, + "lyap1_mean": 0.018111614510416985, + "lyap1_max": 0.024642031639814377, + "lyap_mean": 0.008177490904927254, + "volume_mean": 0.008177490904927254, + "volume_max": 0.021961893886327744, + "frac_active": 0.75 + }, + { + "step": 224, + "loss": 0.00010995894263032824, + "lyap1_mean": 0.013147196732461452, + "lyap1_max": 0.03397731855511665, + "lyap_mean": 0.005768890492618084, + "volume_mean": 0.005768890492618084, + "volume_max": 0.011876466684043407, + "frac_active": 0.75 + }, + { + "step": 225, + "loss": 6.9568952312693e-05, + "lyap1_mean": 0.0059238397516310215, + "lyap1_max": 0.022998588159680367, + "lyap_mean": 0.0045477645471692085, + "volume_mean": 0.0045477645471692085, + "volume_max": 0.012774236500263214, + "frac_active": 0.75 + }, + { + "step": 226, + "loss": 4.558722139336169e-05, + "lyap1_mean": 0.008885405957698822, + "lyap1_max": 0.015263348817825317, + "lyap_mean": 0.0030740126967430115, + "volume_mean": 0.0030740126967430115, + "volume_max": 0.007309153210371733, + "frac_active": 0.6875 + }, + { + "step": 227, + "loss": 6.2558327044826e-05, + "lyap1_mean": 0.007432790473103523, + "lyap1_max": 0.012465224601328373, + "lyap_mean": 0.005965701770037413, + "volume_mean": 0.005965701770037413, + "volume_max": 0.011626469902694225, + "frac_active": 0.8125 + }, + { + "step": 228, + "loss": 0.00026695619453676045, + "lyap1_mean": 0.022291546687483788, + "lyap1_max": 0.028890153393149376, + "lyap_mean": 0.011185310781002045, + "volume_mean": 0.011185310781002045, + "volume_max": 0.02208484709262848, + "frac_active": 0.75 + }, + { + "step": 229, + "loss": 0.00018059379362966865, + "lyap1_mean": 0.016638221219182014, + "lyap1_max": 0.0362263061106205, + "lyap_mean": 0.009843387641012669, + "volume_mean": 0.009843387641012669, + "volume_max": 0.018680740147829056, + "frac_active": 0.875 + }, + { + "step": 230, + "loss": 0.00025786436162889004, + "lyap1_mean": 0.027341585606336594, + "lyap1_max": 0.039181970059871674, + "lyap_mean": 0.011410361155867577, + "volume_mean": 0.011410361155867577, + "volume_max": 0.015655966475605965, + "frac_active": 0.875 + }, + { + "step": 231, + "loss": 0.0002586078771855682, + "lyap1_mean": 0.02575305849313736, + "lyap1_max": 0.04134637489914894, + "lyap_mean": 0.008905445225536823, + "volume_mean": 0.008905445225536823, + "volume_max": 0.011593509465456009, + "frac_active": 0.6875 + }, + { + "step": 232, + "loss": 0.00031211014720611274, + "lyap1_mean": 0.018719252198934555, + "lyap1_max": 0.0656082034111023, + "lyap_mean": 0.003483287524431944, + "volume_mean": 0.003483287524431944, + "volume_max": 0.022650595754384995, + "frac_active": 0.3125 + }, + { + "step": 233, + "loss": 0.00037045672070235014, + "lyap1_mean": 0.02384970895946026, + "lyap1_max": 0.044750913977622986, + "lyap_mean": 0.010603213682770729, + "volume_mean": 0.010603213682770729, + "volume_max": 0.024608945474028587, + "frac_active": 0.625 + }, + { + "step": 234, + "loss": 7.929072307888418e-05, + "lyap1_mean": 0.008444176986813545, + "lyap1_max": 0.023096971213817596, + "lyap_mean": 0.0045494092628359795, + "volume_mean": 0.0045494092628359795, + "volume_max": 0.013494780287146568, + "frac_active": 0.625 + }, + { + "step": 235, + "loss": 6.43382518319413e-05, + "lyap1_mean": 0.00719807855784893, + "lyap1_max": 0.012654734775424004, + "lyap_mean": 0.004417411983013153, + "volume_mean": 0.004417411983013153, + "volume_max": 0.011091132648289204, + "frac_active": 0.5625 + }, + { + "step": 236, + "loss": 0.00013788936485070735, + "lyap1_mean": 0.015588730573654175, + "lyap1_max": 0.02604455128312111, + "lyap_mean": 0.006793385837227106, + "volume_mean": 0.006793385837227106, + "volume_max": 0.013330318965017796, + "frac_active": 0.8125 + }, + { + "step": 237, + "loss": 0.00012083965702913702, + "lyap1_mean": 0.017386363819241524, + "lyap1_max": 0.023381350561976433, + "lyap_mean": 0.007133138366043568, + "volume_mean": 0.007133138366043568, + "volume_max": 0.010187596082687378, + "frac_active": 0.875 + }, + { + "step": 238, + "loss": 0.000262046349234879, + "lyap1_mean": 0.011322695761919022, + "lyap1_max": 0.03444289788603783, + "lyap_mean": 0.008560610935091972, + "volume_mean": 0.008560610935091972, + "volume_max": 0.024932801723480225, + "frac_active": 0.6875 + }, + { + "step": 239, + "loss": 0.0002944478183053434, + "lyap1_mean": 0.02359895408153534, + "lyap1_max": 0.052985891699790955, + "lyap_mean": 0.011266457848250866, + "volume_mean": 0.011266457848250866, + "volume_max": 0.020119614899158478, + "frac_active": 0.875 + }, + { + "step": 240, + "loss": 0.00017235575069207698, + "lyap1_mean": 0.017418336123228073, + "lyap1_max": 0.022185591980814934, + "lyap_mean": 0.010002076625823975, + "volume_mean": 0.010002076625823975, + "volume_max": 0.01501733623445034, + "frac_active": 0.875 + }, + { + "step": 241, + "loss": 0.0001275579706998542, + "lyap1_mean": 0.012149346061050892, + "lyap1_max": 0.019502805545926094, + "lyap_mean": 0.006124744191765785, + "volume_mean": 0.006124744191765785, + "volume_max": 0.012282311916351318, + "frac_active": 0.625 + }, + { + "step": 242, + "loss": 0.0004053229349665344, + "lyap1_mean": 0.03210469335317612, + "lyap1_max": 0.06558612734079361, + "lyap_mean": 0.010100217536091805, + "volume_mean": 0.010100217536091805, + "volume_max": 0.024812404066324234, + "frac_active": 0.6875 + }, + { + "step": 243, + "loss": 0.00012730900198221207, + "lyap1_mean": 0.016387546434998512, + "lyap1_max": 0.029044024646282196, + "lyap_mean": 0.005413860082626343, + "volume_mean": 0.005413860082626343, + "volume_max": 0.013251964002847672, + "frac_active": 0.75 + }, + { + "step": 244, + "loss": 0.00012430857168510556, + "lyap1_mean": 0.010162132792174816, + "lyap1_max": 0.02645926922559738, + "lyap_mean": 0.00464897695928812, + "volume_mean": 0.00464897695928812, + "volume_max": 0.01428864523768425, + "frac_active": 0.6875 + }, + { + "step": 245, + "loss": 0.00020530671463347971, + "lyap1_mean": 0.02044208161532879, + "lyap1_max": 0.030611198395490646, + "lyap_mean": 0.010553533211350441, + "volume_mean": 0.010553533211350441, + "volume_max": 0.019283752888441086, + "frac_active": 0.75 + }, + { + "step": 246, + "loss": 9.019246499519795e-05, + "lyap1_mean": 0.004175864160060883, + "lyap1_max": 0.023316795006394386, + "lyap_mean": -0.0012563654454424977, + "volume_mean": -0.0012563654454424977, + "volume_max": 0.004823843948543072, + "frac_active": 0.4375 + }, + { + "step": 247, + "loss": 7.490428106393665e-05, + "lyap1_mean": 0.0061421990394592285, + "lyap1_max": 0.01568235643208027, + "lyap_mean": 0.0022448082454502583, + "volume_mean": 0.0022448082454502583, + "volume_max": 0.007812894880771637, + "frac_active": 0.625 + }, + { + "step": 248, + "loss": 4.849431570619345e-05, + "lyap1_mean": 0.004323742352426052, + "lyap1_max": 0.011641399934887886, + "lyap_mean": 0.001978935208171606, + "volume_mean": 0.001978935208171606, + "volume_max": 0.005746639799326658, + "frac_active": 0.5 + }, + { + "step": 249, + "loss": 8.074061770457774e-05, + "lyap1_mean": 0.0097675621509552, + "lyap1_max": 0.016566012054681778, + "lyap_mean": 0.0035323661286383867, + "volume_mean": 0.0035323661286383867, + "volume_max": 0.009094128385186195, + "frac_active": 0.6875 + }, + { + "step": 250, + "loss": 0.00010394059063401073, + "lyap1_mean": 0.00924784503877163, + "lyap1_max": 0.02155342325568199, + "lyap_mean": 0.004629381466656923, + "volume_mean": 0.004629381466656923, + "volume_max": 0.01481839083135128, + "frac_active": 0.6875 + }, + { + "step": 251, + "loss": 8.286548836622387e-05, + "lyap1_mean": 0.007258274592459202, + "lyap1_max": 0.019875137135386467, + "lyap_mean": 0.0010329780634492636, + "volume_mean": 0.0010329780634492636, + "volume_max": 0.0037575089372694492, + "frac_active": 0.4375 + }, + { + "step": 252, + "loss": 0.00015794546925462782, + "lyap1_mean": 0.015932496637105942, + "lyap1_max": 0.045219503343105316, + "lyap_mean": 0.0033256257884204388, + "volume_mean": 0.0033256257884204388, + "volume_max": 0.009558506309986115, + "frac_active": 0.5625 + }, + { + "step": 253, + "loss": 0.00027382734697312117, + "lyap1_mean": 0.009976319968700409, + "lyap1_max": 0.037060052156448364, + "lyap_mean": 0.005518151912838221, + "volume_mean": 0.005518151912838221, + "volume_max": 0.02280009537935257, + "frac_active": 0.5 + }, + { + "step": 254, + "loss": 0.0001875822781585157, + "lyap1_mean": 0.01494777575135231, + "lyap1_max": 0.028850998729467392, + "lyap_mean": 0.006527863442897797, + "volume_mean": 0.006527863442897797, + "volume_max": 0.013128755614161491, + "frac_active": 0.625 + }, + { + "step": 255, + "loss": 0.00012092114775441587, + "lyap1_mean": 0.007334241643548012, + "lyap1_max": 0.019754448905587196, + "lyap_mean": 0.0020150726195424795, + "volume_mean": 0.0020150726195424795, + "volume_max": 0.009480714797973633, + "frac_active": 0.5625 + }, + { + "step": 256, + "loss": 7.015655137365684e-05, + "lyap1_mean": -0.0026498353108763695, + "lyap1_max": 0.0023213454987853765, + "lyap_mean": -0.0016737760743126273, + "volume_mean": -0.0016737760743126273, + "volume_max": 0.004533281084150076, + "frac_active": 0.5625 + }, + { + "step": 257, + "loss": 0.00018677527259569615, + "lyap1_mean": 0.01798395812511444, + "lyap1_max": 0.030784808099269867, + "lyap_mean": 0.006108083762228489, + "volume_mean": 0.006108083762228489, + "volume_max": 0.01481008343398571, + "frac_active": 0.625 + }, + { + "step": 258, + "loss": 0.00026671477826312184, + "lyap1_mean": 0.013269728049635887, + "lyap1_max": 0.029450133442878723, + "lyap_mean": 0.004291529767215252, + "volume_mean": 0.004291529767215252, + "volume_max": 0.016282537952065468, + "frac_active": 0.625 + }, + { + "step": 259, + "loss": 0.0002671541878953576, + "lyap1_mean": 0.019308166578412056, + "lyap1_max": 0.04429544135928154, + "lyap_mean": 0.003784594824537635, + "volume_mean": 0.003784594824537635, + "volume_max": 0.012944876216351986, + "frac_active": 0.375 + }, + { + "step": 260, + "loss": 8.267806697404012e-05, + "lyap1_mean": 0.011564059183001518, + "lyap1_max": 0.02124672383069992, + "lyap_mean": 0.007372119463980198, + "volume_mean": 0.007372119463980198, + "volume_max": 0.01348893903195858, + "frac_active": 1.0 + }, + { + "step": 261, + "loss": 0.00029283788171596825, + "lyap1_mean": 0.022275710478425026, + "lyap1_max": 0.05398563668131828, + "lyap_mean": 0.005351492669433355, + "volume_mean": 0.005351492669433355, + "volume_max": 0.017969906330108643, + "frac_active": 0.5625 + }, + { + "step": 262, + "loss": 0.000254589831456542, + "lyap1_mean": 0.01905229315161705, + "lyap1_max": 0.028937578201293945, + "lyap_mean": 0.00887833908200264, + "volume_mean": 0.00887833908200264, + "volume_max": 0.01740121655166149, + "frac_active": 0.625 + }, + { + "step": 263, + "loss": 6.779346585972235e-05, + "lyap1_mean": 0.008614201098680496, + "lyap1_max": 0.017697196453809738, + "lyap_mean": 0.0017948938766494393, + "volume_mean": 0.0017948938766494393, + "volume_max": 0.0069809844717383385, + "frac_active": 0.625 + }, + { + "step": 264, + "loss": 0.00018329538579564542, + "lyap1_mean": 0.01980043575167656, + "lyap1_max": 0.03399394080042839, + "lyap_mean": 0.006358771584928036, + "volume_mean": 0.006358771584928036, + "volume_max": 0.015365058556199074, + "frac_active": 0.625 + }, + { + "step": 265, + "loss": 8.983956649899483e-05, + "lyap1_mean": 0.009457460604608059, + "lyap1_max": 0.02337855100631714, + "lyap_mean": 0.006265711970627308, + "volume_mean": 0.006265711970627308, + "volume_max": 0.014388621784746647, + "frac_active": 0.875 + }, + { + "step": 266, + "loss": 5.4179476137505844e-05, + "lyap1_mean": 0.010064274072647095, + "lyap1_max": 0.019545162096619606, + "lyap_mean": 0.002248839009553194, + "volume_mean": 0.002248839009553194, + "volume_max": 0.003654725383967161, + "frac_active": 0.5625 + }, + { + "step": 267, + "loss": 0.00027876795502379537, + "lyap1_mean": 0.02447737753391266, + "lyap1_max": 0.036771416664123535, + "lyap_mean": 0.010782883502542973, + "volume_mean": 0.010782883502542973, + "volume_max": 0.01828186586499214, + "frac_active": 0.6875 + }, + { + "step": 268, + "loss": 0.00012550601968541741, + "lyap1_mean": 0.005769401788711548, + "lyap1_max": 0.029787864536046982, + "lyap_mean": 0.002384888706728816, + "volume_mean": 0.002384888706728816, + "volume_max": 0.010199387557804585, + "frac_active": 0.4375 + }, + { + "step": 269, + "loss": 0.00040404696483165026, + "lyap1_mean": 0.0338435135781765, + "lyap1_max": 0.05025458335876465, + "lyap_mean": 0.010438968427479267, + "volume_mean": 0.010438968427479267, + "volume_max": 0.019442105665802956, + "frac_active": 0.6875 + }, + { + "step": 270, + "loss": 0.0005363712552934885, + "lyap1_mean": 0.033318206667900085, + "lyap1_max": 0.05516820400953293, + "lyap_mean": 0.01970609277486801, + "volume_mean": 0.01970609277486801, + "volume_max": 0.028647329658269882, + "frac_active": 1.0 + }, + { + "step": 271, + "loss": 0.00017880181258078665, + "lyap1_mean": 0.020064102485775948, + "lyap1_max": 0.025131138041615486, + "lyap_mean": 0.008560256101191044, + "volume_mean": 0.008560256101191044, + "volume_max": 0.01402337197214365, + "frac_active": 0.8125 + }, + { + "step": 272, + "loss": 5.442413385026157e-05, + "lyap1_mean": 0.009639895521104336, + "lyap1_max": 0.013369270600378513, + "lyap_mean": 0.0035220826976001263, + "volume_mean": 0.0035220826976001263, + "volume_max": 0.008917306549847126, + "frac_active": 0.6875 + }, + { + "step": 273, + "loss": 0.00032763901981525123, + "lyap1_mean": 0.021764680743217468, + "lyap1_max": 0.056987546384334564, + "lyap_mean": 0.01086355373263359, + "volume_mean": 0.01086355373263359, + "volume_max": 0.026745567098259926, + "frac_active": 0.8125 + }, + { + "step": 274, + "loss": 0.0001812321279430762, + "lyap1_mean": 0.003409363329410553, + "lyap1_max": 0.021135499700903893, + "lyap_mean": 0.005676673259586096, + "volume_mean": 0.005676673259586096, + "volume_max": 0.010576076805591583, + "frac_active": 0.625 + }, + { + "step": 275, + "loss": 0.00010850261605810374, + "lyap1_mean": 0.0034103142097592354, + "lyap1_max": 0.020092111080884933, + "lyap_mean": 0.0029211807996034622, + "volume_mean": 0.0029211807996034622, + "volume_max": 0.011056534945964813, + "frac_active": 0.625 + }, + { + "step": 276, + "loss": 0.00015147349040489644, + "lyap1_mean": 0.010681324638426304, + "lyap1_max": 0.01788809522986412, + "lyap_mean": 0.0063467491418123245, + "volume_mean": 0.0063467491418123245, + "volume_max": 0.016678422689437866, + "frac_active": 0.6875 + }, + { + "step": 277, + "loss": 6.140298501122743e-05, + "lyap1_mean": 0.010146512649953365, + "lyap1_max": 0.02057943493127823, + "lyap_mean": 0.0002702000492718071, + "volume_mean": 0.0002702000492718071, + "volume_max": 0.006351802498102188, + "frac_active": 0.25 + }, + { + "step": 278, + "loss": 8.535097003914416e-05, + "lyap1_mean": 0.011705467477440834, + "lyap1_max": 0.027541277930140495, + "lyap_mean": 0.0036346465349197388, + "volume_mean": 0.0036346465349197388, + "volume_max": 0.00997326523065567, + "frac_active": 0.6875 + }, + { + "step": 279, + "loss": 0.0001222525315824896, + "lyap1_mean": -0.0003417060652282089, + "lyap1_max": 0.0017053497722372413, + "lyap_mean": -0.007277766242623329, + "volume_mean": -0.007277766242623329, + "volume_max": 0.00027282151859253645, + "frac_active": 0.1875 + }, + { + "step": 280, + "loss": 0.0004826393269468099, + "lyap1_mean": 0.03741849958896637, + "lyap1_max": 0.05439283698797226, + "lyap_mean": 0.015328671783208847, + "volume_mean": 0.015328671783208847, + "volume_max": 0.022643906995654106, + "frac_active": 0.875 + }, + { + "step": 281, + "loss": 8.421318489126861e-05, + "lyap1_mean": 0.009910677559673786, + "lyap1_max": 0.02188025414943695, + "lyap_mean": 0.00027495319955050945, + "volume_mean": 0.00027495319955050945, + "volume_max": 0.0028736740350723267, + "frac_active": 0.4375 + }, + { + "step": 282, + "loss": 0.0001245220482815057, + "lyap1_mean": 0.0005588177591562271, + "lyap1_max": 0.01984369195997715, + "lyap_mean": -0.0028764018788933754, + "volume_mean": -0.0028764018788933754, + "volume_max": 0.009881816804409027, + "frac_active": 0.25 + }, + { + "step": 283, + "loss": 7.664802251383662e-05, + "lyap1_mean": 0.007232768926769495, + "lyap1_max": 0.014169026166200638, + "lyap_mean": 0.004867478273808956, + "volume_mean": 0.004867478273808956, + "volume_max": 0.008136415854096413, + "frac_active": 0.75 + }, + { + "step": 284, + "loss": 0.00014777005708310753, + "lyap1_mean": 0.01549146231263876, + "lyap1_max": 0.0235657449811697, + "lyap_mean": 0.007381493225693703, + "volume_mean": 0.007381493225693703, + "volume_max": 0.014024438336491585, + "frac_active": 0.6875 + }, + { + "step": 285, + "loss": 0.00011052741319872439, + "lyap1_mean": -0.001550575834698975, + "lyap1_max": 0.0034852006938308477, + "lyap_mean": -0.0032431138679385185, + "volume_mean": -0.0032431138679385185, + "volume_max": 0.0090840645134449, + "frac_active": 0.4375 + }, + { + "step": 286, + "loss": 0.00010578479850664735, + "lyap1_mean": 0.005165089853107929, + "lyap1_max": 0.023804334923624992, + "lyap_mean": -0.003353407373651862, + "volume_mean": -0.003353407373651862, + "volume_max": 0.002119530690833926, + "frac_active": 0.375 + }, + { + "step": 287, + "loss": 0.00017577491234987974, + "lyap1_mean": 0.0139957619830966, + "lyap1_max": 0.03994104638695717, + "lyap_mean": 0.004514817148447037, + "volume_mean": 0.004514817148447037, + "volume_max": 0.014189527370035648, + "frac_active": 0.6875 + }, + { + "step": 288, + "loss": 5.9077628975501284e-05, + "lyap1_mean": -0.004725881852209568, + "lyap1_max": 0.0014243775513023138, + "lyap_mean": -0.006317536812275648, + "volume_mean": -0.006317536812275648, + "volume_max": -0.0022571547888219357, + "frac_active": 0.125 + }, + { + "step": 289, + "loss": 0.00012871346552856266, + "lyap1_mean": -0.005339961964637041, + "lyap1_max": 0.009083692915737629, + "lyap_mean": -0.006622758693993092, + "volume_mean": -0.006622758693993092, + "volume_max": 0.0048444150015711784, + "frac_active": 0.25 + }, + { + "step": 290, + "loss": 0.00011933873611269519, + "lyap1_mean": 0.01005034614354372, + "lyap1_max": 0.02501733787357807, + "lyap_mean": -0.0020355640444904566, + "volume_mean": -0.0020355640444904566, + "volume_max": 0.006693065166473389, + "frac_active": 0.375 + }, + { + "step": 291, + "loss": 0.00013927272811997682, + "lyap1_mean": 0.005602037534117699, + "lyap1_max": 0.028452187776565552, + "lyap_mean": -0.003137090476229787, + "volume_mean": -0.003137090476229787, + "volume_max": 0.008098346181213856, + "frac_active": 0.3125 + }, + { + "step": 292, + "loss": 0.00014919877867214382, + "lyap1_mean": -0.008986088447272778, + "lyap1_max": -0.0019630626775324345, + "lyap_mean": -0.009934652596712112, + "volume_mean": -0.009934652596712112, + "volume_max": -0.0026046885177493095, + "frac_active": 0.0625 + }, + { + "step": 293, + "loss": 0.00021919132268521935, + "lyap1_mean": 0.01769464835524559, + "lyap1_max": 0.054153647273778915, + "lyap_mean": 0.0025654572527855635, + "volume_mean": 0.0025654572527855635, + "volume_max": 0.009771374985575676, + "frac_active": 0.5 + }, + { + "step": 294, + "loss": 0.0001263219746761024, + "lyap1_mean": -0.0025258390232920647, + "lyap1_max": 0.003452992532402277, + "lyap_mean": -0.009400224313139915, + "volume_mean": -0.009400224313139915, + "volume_max": -0.007066541817039251, + "frac_active": 0.125 + }, + { + "step": 295, + "loss": 0.00011747160169761628, + "lyap1_mean": 0.0026617697440087795, + "lyap1_max": 0.01792227290570736, + "lyap_mean": -0.005001091863960028, + "volume_mean": -0.005001091863960028, + "volume_max": 0.0022448627278208733, + "frac_active": 0.3125 + }, + { + "step": 296, + "loss": 0.0001688427000772208, + "lyap1_mean": -0.0029585545416921377, + "lyap1_max": 0.013324549421668053, + "lyap_mean": -0.0068972148001194, + "volume_mean": -0.0068972148001194, + "volume_max": 0.004908694885671139, + "frac_active": 0.3125 + }, + { + "step": 297, + "loss": 0.00019851364777423441, + "lyap1_mean": -0.0019879471510648727, + "lyap1_max": 0.014377590268850327, + "lyap_mean": -0.009690549224615097, + "volume_mean": -0.009690549224615097, + "volume_max": 0.0024446151219308376, + "frac_active": 0.1875 + }, + { + "step": 298, + "loss": 0.0002352211595280096, + "lyap1_mean": -0.006009071134030819, + "lyap1_max": -6.379293608915759e-06, + "lyap_mean": -0.013459577225148678, + "volume_mean": -0.013459577225148678, + "volume_max": -0.008855911903083324, + "frac_active": 0.0 + }, + { + "step": 299, + "loss": 0.0002956078096758574, + "lyap1_mean": -0.009066805243492126, + "lyap1_max": 0.0009660620125941932, + "lyap_mean": -0.015868688002228737, + "volume_mean": -0.015868688002228737, + "volume_max": -0.012892046943306923, + "frac_active": 0.0625 + }, + { + "step": 300, + "loss": 0.00018070871010422707, + "lyap1_mean": -0.0009135333821177483, + "lyap1_max": 0.008851688355207443, + "lyap_mean": -0.008777990005910397, + "volume_mean": -0.008777990005910397, + "volume_max": -0.0007900825003162026, + "frac_active": 0.25 + }, + { + "step": 301, + "loss": 0.00021988248045090586, + "lyap1_mean": -0.002371994312852621, + "lyap1_max": 0.008221258409321308, + "lyap_mean": -0.008460559882223606, + "volume_mean": -0.008460559882223606, + "volume_max": 0.005389862693846226, + "frac_active": 0.3125 + }, + { + "step": 302, + "loss": 0.0001827221567509696, + "lyap1_mean": 0.000519316119607538, + "lyap1_max": 0.016425812616944313, + "lyap_mean": -0.0013899777550250292, + "volume_mean": -0.0013899777550250292, + "volume_max": 0.016705341637134552, + "frac_active": 0.4375 + }, + { + "step": 303, + "loss": 0.00027366646099835634, + "lyap1_mean": -0.0039951070211827755, + "lyap1_max": 0.007278617937117815, + "lyap_mean": -0.013778195716440678, + "volume_mean": -0.013778195716440678, + "volume_max": -0.006927306763827801, + "frac_active": 0.125 + }, + { + "step": 304, + "loss": 0.0002676533767953515, + "lyap1_mean": -0.0028937961906194687, + "lyap1_max": 0.014777850359678268, + "lyap_mean": -0.010872002691030502, + "volume_mean": -0.010872002691030502, + "volume_max": -0.0006799672264605761, + "frac_active": 0.125 + }, + { + "step": 305, + "loss": 0.00024100212613120675, + "lyap1_mean": 0.015927612781524658, + "lyap1_max": 0.05548045411705971, + "lyap_mean": 0.002521965652704239, + "volume_mean": 0.002521965652704239, + "volume_max": 0.017676757648587227, + "frac_active": 0.625 + }, + { + "step": 306, + "loss": 0.0001664281589910388, + "lyap1_mean": -0.008979246951639652, + "lyap1_max": -0.0005116088432259858, + "lyap_mean": -0.009837435558438301, + "volume_mean": -0.009837435558438301, + "volume_max": -0.0013818936422467232, + "frac_active": 0.0625 + }, + { + "step": 307, + "loss": 0.00017220315930899233, + "lyap1_mean": -0.007287668064236641, + "lyap1_max": 0.006273204460740089, + "lyap_mean": -0.010770032182335854, + "volume_mean": -0.010770032182335854, + "volume_max": -0.006766950245946646, + "frac_active": 0.125 + }, + { + "step": 308, + "loss": 0.0002324471715837717, + "lyap1_mean": 0.008944251574575901, + "lyap1_max": 0.04343561828136444, + "lyap_mean": -0.004954701755195856, + "volume_mean": -0.004954701755195856, + "volume_max": 0.0014175564283505082, + "frac_active": 0.25 + }, + { + "step": 309, + "loss": 0.00013192355982027948, + "lyap1_mean": 0.00037671613972634077, + "lyap1_max": 0.01846880093216896, + "lyap_mean": -0.006627060007303953, + "volume_mean": -0.006627060007303953, + "volume_max": 0.0006843376904726028, + "frac_active": 0.125 + }, + { + "step": 310, + "loss": 0.00011741265188902617, + "lyap1_mean": -0.004293607547879219, + "lyap1_max": 0.013914224691689014, + "lyap_mean": -0.007881910540163517, + "volume_mean": -0.007881910540163517, + "volume_max": 0.00010957010090351105, + "frac_active": 0.125 + }, + { + "step": 311, + "loss": 0.0001011180502246134, + "lyap1_mean": -0.008094283752143383, + "lyap1_max": -0.004468652419745922, + "lyap_mean": -0.009152690880000591, + "volume_mean": -0.009152690880000591, + "volume_max": -0.0043988400138914585, + "frac_active": 0.0 + }, + { + "step": 312, + "loss": 0.00019054216681979597, + "lyap1_mean": -0.012638309970498085, + "lyap1_max": -0.0098462775349617, + "lyap_mean": -0.012747080996632576, + "volume_mean": -0.012747080996632576, + "volume_max": -0.00865301676094532, + "frac_active": 0.0 + }, + { + "step": 313, + "loss": 0.0001508538261987269, + "lyap1_mean": -0.006328691262751818, + "lyap1_max": -0.0025094773154705763, + "lyap_mean": -0.009257106110453606, + "volume_mean": -0.009257106110453606, + "volume_max": -0.0006937202997505665, + "frac_active": 0.125 + }, + { + "step": 314, + "loss": 9.667941048974171e-05, + "lyap1_mean": -0.008916741237044334, + "lyap1_max": -0.006753924302756786, + "lyap_mean": -0.008883732371032238, + "volume_mean": -0.008883732371032238, + "volume_max": -0.005814218893647194, + "frac_active": 0.0 + }, + { + "step": 315, + "loss": 0.0001155838108388707, + "lyap1_mean": -0.003429267555475235, + "lyap1_max": 0.00683458661660552, + "lyap_mean": -0.007922615855932236, + "volume_mean": -0.007922615855932236, + "volume_max": -0.003052582498639822, + "frac_active": 0.125 + }, + { + "step": 316, + "loss": 0.00013600458623841405, + "lyap1_mean": -0.006749200634658337, + "lyap1_max": 0.004247130360454321, + "lyap_mean": -0.007445669732987881, + "volume_mean": -0.007445669732987881, + "volume_max": 0.0018900578143075109, + "frac_active": 0.3125 + }, + { + "step": 317, + "loss": 0.00010377017315477133, + "lyap1_mean": 0.005291587673127651, + "lyap1_max": 0.0073078530840575695, + "lyap_mean": -0.00404905341565609, + "volume_mean": -0.00404905341565609, + "volume_max": 0.00309830904006958, + "frac_active": 0.4375 + }, + { + "step": 318, + "loss": 3.6777793866349384e-05, + "lyap1_mean": 0.002561776665970683, + "lyap1_max": 0.008428177796304226, + "lyap_mean": -0.0007040053023956716, + "volume_mean": -0.0007040053023956716, + "volume_max": 0.0021283829119056463, + "frac_active": 0.375 + }, + { + "step": 319, + "loss": 9.395743109053001e-05, + "lyap1_mean": -0.003165713045746088, + "lyap1_max": 0.01309667807072401, + "lyap_mean": -0.004791478626430035, + "volume_mean": -0.004791478626430035, + "volume_max": 0.004459632560610771, + "frac_active": 0.25 + }, + { + "step": 320, + "loss": 0.00014957357780076563, + "lyap1_mean": -0.002824527444317937, + "lyap1_max": 0.016903318464756012, + "lyap_mean": -0.008404230698943138, + "volume_mean": -0.008404230698943138, + "volume_max": 0.001871806220151484, + "frac_active": 0.125 + }, + { + "step": 321, + "loss": 0.00010986256529577076, + "lyap1_mean": -0.006318129599094391, + "lyap1_max": 0.002147946273908019, + "lyap_mean": -0.007044279016554356, + "volume_mean": -0.007044279016554356, + "volume_max": 4.554737824946642e-05, + "frac_active": 0.1875 + }, + { + "step": 322, + "loss": 7.474289304809645e-05, + "lyap1_mean": 0.004574669990688562, + "lyap1_max": 0.018448296934366226, + "lyap_mean": -0.002195278648287058, + "volume_mean": -0.002195278648287058, + "volume_max": 0.004754763096570969, + "frac_active": 0.4375 + }, + { + "step": 323, + "loss": 3.6673431168310344e-05, + "lyap1_mean": 0.0034381644800305367, + "lyap1_max": 0.010429592803120613, + "lyap_mean": -0.0015853347722440958, + "volume_mean": -0.0015853347722440958, + "volume_max": 0.0003796000964939594, + "frac_active": 0.4375 + }, + { + "step": 324, + "loss": 0.00013593194307759404, + "lyap1_mean": -0.003801187500357628, + "lyap1_max": 0.010502119548618793, + "lyap_mean": -0.009191027842462063, + "volume_mean": -0.009191027842462063, + "volume_max": 0.0002047515008598566, + "frac_active": 0.0625 + }, + { + "step": 325, + "loss": 8.085952140390873e-05, + "lyap1_mean": -0.00663122208788991, + "lyap1_max": 0.0007514813332818449, + "lyap_mean": -0.007188109681010246, + "volume_mean": -0.007188109681010246, + "volume_max": -0.0028100612107664347, + "frac_active": 0.125 + }, + { + "step": 326, + "loss": 9.344944555778056e-05, + "lyap1_mean": -0.00859288964420557, + "lyap1_max": -0.0030958352144807577, + "lyap_mean": -0.00855712965130806, + "volume_mean": -0.00855712965130806, + "volume_max": -0.002564331516623497, + "frac_active": 0.0 + }, + { + "step": 327, + "loss": 6.919417501194403e-05, + "lyap1_mean": -0.004290812648832798, + "lyap1_max": 0.008588146418333054, + "lyap_mean": -0.005391012877225876, + "volume_mean": -0.005391012877225876, + "volume_max": -0.0027938061393797398, + "frac_active": 0.1875 + }, + { + "step": 328, + "loss": 6.46823100396432e-05, + "lyap1_mean": -0.0032356190495193005, + "lyap1_max": 0.0030060289427638054, + "lyap_mean": -0.0034297541715204716, + "volume_mean": -0.0034297541715204716, + "volume_max": 0.004754518624395132, + "frac_active": 0.375 + }, + { + "step": 329, + "loss": 5.142566078575328e-05, + "lyap1_mean": -0.001279347576200962, + "lyap1_max": 0.004181492142379284, + "lyap_mean": -0.004818471148610115, + "volume_mean": -0.004818471148610115, + "volume_max": -0.0009933920809999108, + "frac_active": 0.25 + }, + { + "step": 330, + "loss": 6.337862578220665e-05, + "lyap1_mean": 0.005854650866240263, + "lyap1_max": 0.014617192558944225, + "lyap_mean": -0.0006258815992623568, + "volume_mean": -0.0006258815992623568, + "volume_max": 0.007890669628977776, + "frac_active": 0.4375 + }, + { + "step": 331, + "loss": 7.128780998755246e-05, + "lyap1_mean": 0.0034251674078404903, + "lyap1_max": 0.019768957048654556, + "lyap_mean": -0.002994885668158531, + "volume_mean": -0.002994885668158531, + "volume_max": 0.002998230280354619, + "frac_active": 0.25 + }, + { + "step": 332, + "loss": 6.538390152854845e-05, + "lyap1_mean": 0.0028565763495862484, + "lyap1_max": 0.0056693824008107185, + "lyap_mean": -0.004156939685344696, + "volume_mean": -0.004156939685344696, + "volume_max": 0.00138062983751297, + "frac_active": 0.3125 + }, + { + "step": 333, + "loss": 0.0001330972445430234, + "lyap1_mean": -0.007659705355763435, + "lyap1_max": -0.0009046015911735594, + "lyap_mean": -0.009456709027290344, + "volume_mean": -0.009456709027290344, + "volume_max": -0.0023796958848834038, + "frac_active": 0.0625 + }, + { + "step": 334, + "loss": 0.0001230196503456682, + "lyap1_mean": -0.002189889783039689, + "lyap1_max": 0.009701003320515156, + "lyap_mean": -0.007608983665704727, + "volume_mean": -0.007608983665704727, + "volume_max": 0.0014065519208088517, + "frac_active": 0.1875 + }, + { + "step": 335, + "loss": 6.852051592431962e-05, + "lyap1_mean": -0.0031148558482527733, + "lyap1_max": 0.0069210585206747055, + "lyap_mean": -0.005867442116141319, + "volume_mean": -0.005867442116141319, + "volume_max": -0.0019157376373186707, + "frac_active": 0.125 + }, + { + "step": 336, + "loss": 0.00010668706090655178, + "lyap1_mean": -0.006183944642543793, + "lyap1_max": 0.005188411101698875, + "lyap_mean": -0.0066831354051828384, + "volume_mean": -0.0066831354051828384, + "volume_max": 0.002014010213315487, + "frac_active": 0.25 + }, + { + "step": 337, + "loss": 7.302947778953239e-05, + "lyap1_mean": 0.001954530831426382, + "lyap1_max": 0.01104885246604681, + "lyap_mean": -0.003666160861030221, + "volume_mean": -0.003666160861030221, + "volume_max": 0.0020339484326541424, + "frac_active": 0.25 + }, + { + "step": 338, + "loss": 0.00010163365368498489, + "lyap1_mean": -0.010058646090328693, + "lyap1_max": -0.006408229004591703, + "lyap_mean": -0.009364468976855278, + "volume_mean": -0.009364468976855278, + "volume_max": -0.007425067014992237, + "frac_active": 0.0 + }, + { + "step": 339, + "loss": 5.857739961356856e-05, + "lyap1_mean": 0.005066095385700464, + "lyap1_max": 0.02418973110616207, + "lyap_mean": -0.0004178403178229928, + "volume_mean": -0.0004178403178229928, + "volume_max": 0.005647297482937574, + "frac_active": 0.3125 + }, + { + "step": 340, + "loss": 0.00011349654232617468, + "lyap1_mean": -0.008278735913336277, + "lyap1_max": -0.003494616597890854, + "lyap_mean": -0.009178012609481812, + "volume_mean": -0.009178012609481812, + "volume_max": -0.0026003974489867687, + "frac_active": 0.0625 + }, + { + "step": 341, + "loss": 0.00011252723925281316, + "lyap1_mean": -0.008794596418738365, + "lyap1_max": -0.003966656047850847, + "lyap_mean": -0.009538091719150543, + "volume_mean": -0.009538091719150543, + "volume_max": -0.00878776516765356, + "frac_active": 0.0625 + }, + { + "step": 342, + "loss": 0.00011198375432286412, + "lyap1_mean": -0.0017477076034992933, + "lyap1_max": 0.012315508909523487, + "lyap_mean": -0.006023978348821402, + "volume_mean": -0.006023978348821402, + "volume_max": 0.006899743806570768, + "frac_active": 0.1875 + }, + { + "step": 343, + "loss": 0.00018879841081798077, + "lyap1_mean": 0.010514996945858002, + "lyap1_max": 0.031266432255506516, + "lyap_mean": -0.00188956200145185, + "volume_mean": -0.00188956200145185, + "volume_max": 0.010025246068835258, + "frac_active": 0.375 + }, + { + "step": 344, + "loss": 6.83433172525838e-05, + "lyap1_mean": -0.006200319621711969, + "lyap1_max": -0.0034172844607383013, + "lyap_mean": -0.0074822548776865005, + "volume_mean": -0.0074822548776865005, + "volume_max": -0.00410106685012579, + "frac_active": 0.0 + }, + { + "step": 345, + "loss": 6.232898158486933e-05, + "lyap1_mean": -0.003715779399499297, + "lyap1_max": -0.0005055078654550016, + "lyap_mean": -0.006782890297472477, + "volume_mean": -0.006782890297472477, + "volume_max": -0.00413728691637516, + "frac_active": 0.0625 + }, + { + "step": 346, + "loss": 7.386237848550081e-05, + "lyap1_mean": -0.0026685106568038464, + "lyap1_max": 0.0068184067495167255, + "lyap_mean": -0.006316680461168289, + "volume_mean": -0.006316680461168289, + "volume_max": -0.004075764678418636, + "frac_active": 0.125 + }, + { + "step": 347, + "loss": 5.262358172331005e-05, + "lyap1_mean": 0.0010325913317501545, + "lyap1_max": 0.006933220196515322, + "lyap_mean": -0.0037259450182318687, + "volume_mean": -0.0037259450182318687, + "volume_max": -0.0011182373855262995, + "frac_active": 0.3125 + }, + { + "step": 348, + "loss": 5.387214696384035e-05, + "lyap1_mean": 0.006573189049959183, + "lyap1_max": 0.01528767216950655, + "lyap_mean": 0.003151320619508624, + "volume_mean": 0.003151320619508624, + "volume_max": 0.006177531089633703, + "frac_active": 0.5625 + }, + { + "step": 349, + "loss": 2.7351852622814476e-05, + "lyap1_mean": -0.001418926054611802, + "lyap1_max": 0.00378745561465621, + "lyap_mean": -0.0025993725284934044, + "volume_mean": -0.0025993725284934044, + "volume_max": 0.0011137216351926327, + "frac_active": 0.3125 + }, + { + "step": 350, + "loss": 3.3986005291808397e-05, + "lyap1_mean": 0.0009151410777121782, + "lyap1_max": 0.004550875164568424, + "lyap_mean": -0.001860207412391901, + "volume_mean": -0.001860207412391901, + "volume_max": 0.003152713878080249, + "frac_active": 0.4375 + }, + { + "step": 351, + "loss": 5.0056507461704314e-05, + "lyap1_mean": -5.627656355500221e-05, + "lyap1_max": 0.011514585465192795, + "lyap_mean": -0.0028892047703266144, + "volume_mean": -0.0028892047703266144, + "volume_max": 0.006469612009823322, + "frac_active": 0.3125 + }, + { + "step": 352, + "loss": 7.721285510342568e-05, + "lyap1_mean": 0.006521314848214388, + "lyap1_max": 0.017268015071749687, + "lyap_mean": -0.0011066540610045195, + "volume_mean": -0.0011066540610045195, + "volume_max": 0.009003746323287487, + "frac_active": 0.4375 + }, + { + "step": 353, + "loss": 4.022404027637094e-05, + "lyap1_mean": -0.0019926258828490973, + "lyap1_max": 0.0032000711653381586, + "lyap_mean": -0.003946580458432436, + "volume_mean": -0.003946580458432436, + "volume_max": 0.002197659807279706, + "frac_active": 0.25 + }, + { + "step": 354, + "loss": 8.13659280538559e-05, + "lyap1_mean": 0.009060362353920937, + "lyap1_max": 0.030193781480193138, + "lyap_mean": 0.0031271104235202074, + "volume_mean": 0.0031271104235202074, + "volume_max": 0.00882161408662796, + "frac_active": 0.5625 + }, + { + "step": 355, + "loss": 4.303100286051631e-05, + "lyap1_mean": -0.005632854998111725, + "lyap1_max": -0.0014361770590767264, + "lyap_mean": -0.004901442676782608, + "volume_mean": -0.004901442676782608, + "volume_max": -0.000978400930762291, + "frac_active": 0.1875 + }, + { + "step": 356, + "loss": 5.272879934636876e-05, + "lyap1_mean": 0.011032373644411564, + "lyap1_max": 0.018747597932815552, + "lyap_mean": 0.0024919272400438786, + "volume_mean": 0.0024919272400438786, + "volume_max": 0.004038759041577578, + "frac_active": 0.625 + }, + { + "step": 357, + "loss": 6.14704767940566e-05, + "lyap1_mean": -0.005771880969405174, + "lyap1_max": -0.002570690121501684, + "lyap_mean": -0.0058555398136377335, + "volume_mean": -0.0058555398136377335, + "volume_max": -0.0036516967229545116, + "frac_active": 0.125 + }, + { + "step": 358, + "loss": 5.236634751781821e-05, + "lyap1_mean": -0.0007480296771973372, + "lyap1_max": 0.010610616765916348, + "lyap_mean": -0.00384102133102715, + "volume_mean": -0.00384102133102715, + "volume_max": 0.002441369229927659, + "frac_active": 0.25 + }, + { + "step": 359, + "loss": 0.00014239094161894172, + "lyap1_mean": 0.0010279268026351929, + "lyap1_max": 0.02633105404675007, + "lyap_mean": 0.0023689642548561096, + "volume_mean": 0.0023689642548561096, + "volume_max": 0.020101599395275116, + "frac_active": 0.375 + }, + { + "step": 360, + "loss": 6.272406608331949e-05, + "lyap1_mean": 0.0006724216509610415, + "lyap1_max": 0.015884237363934517, + "lyap_mean": -0.0007938425987958908, + "volume_mean": -0.0007938425987958908, + "volume_max": 0.00988701917231083, + "frac_active": 0.3125 + }, + { + "step": 361, + "loss": 0.00019167654681950808, + "lyap1_mean": 0.019435608759522438, + "lyap1_max": 0.04035157710313797, + "lyap_mean": 0.004994180519133806, + "volume_mean": 0.004994180519133806, + "volume_max": 0.008910047821700573, + "frac_active": 0.5625 + }, + { + "step": 362, + "loss": 5.447553121484816e-05, + "lyap1_mean": 0.009951416403055191, + "lyap1_max": 0.016252312809228897, + "lyap_mean": 0.004839986562728882, + "volume_mean": 0.004839986562728882, + "volume_max": 0.006986190099269152, + "frac_active": 0.875 + }, + { + "step": 363, + "loss": 3.6474237276706845e-05, + "lyap1_mean": -8.863513357937336e-05, + "lyap1_max": 0.007618443109095097, + "lyap_mean": -0.0035331621766090393, + "volume_mean": -0.0035331621766090393, + "volume_max": 0.0017009209841489792, + "frac_active": 0.1875 + }, + { + "step": 364, + "loss": 7.90159247117117e-05, + "lyap1_mean": 0.008637208491563797, + "lyap1_max": 0.02448253147304058, + "lyap_mean": -0.0009043725440278649, + "volume_mean": -0.0009043725440278649, + "volume_max": 0.007385923992842436, + "frac_active": 0.4375 + }, + { + "step": 365, + "loss": 3.449999712756835e-05, + "lyap1_mean": 0.001279543386772275, + "lyap1_max": 0.00831601396203041, + "lyap_mean": -0.0006110831163823605, + "volume_mean": -0.0006110831163823605, + "volume_max": 0.005109280813485384, + "frac_active": 0.3125 + }, + { + "step": 366, + "loss": 0.00022048076789360493, + "lyap1_mean": 0.017226988449692726, + "lyap1_max": 0.036257971078157425, + "lyap_mean": 0.004560987465083599, + "volume_mean": 0.004560987465083599, + "volume_max": 0.016909517347812653, + "frac_active": 0.4375 + }, + { + "step": 367, + "loss": 3.9353697502519935e-05, + "lyap1_mean": 0.0047762757167220116, + "lyap1_max": 0.015137102454900742, + "lyap_mean": -0.0010697082616388798, + "volume_mean": -0.0010697082616388798, + "volume_max": 0.000980851356871426, + "frac_active": 0.375 + }, + { + "step": 368, + "loss": 6.298401422100142e-05, + "lyap1_mean": 0.0004939553327858448, + "lyap1_max": 0.010831990279257298, + "lyap_mean": -0.002214321866631508, + "volume_mean": -0.002214321866631508, + "volume_max": 0.0020614247769117355, + "frac_active": 0.25 + }, + { + "step": 369, + "loss": 4.4639193220064044e-05, + "lyap1_mean": -0.004204637371003628, + "lyap1_max": -0.0007098409696482122, + "lyap_mean": -0.005762340966612101, + "volume_mean": -0.005762340966612101, + "volume_max": -0.004163138102740049, + "frac_active": 0.0 + }, + { + "step": 370, + "loss": 8.701485057827085e-05, + "lyap1_mean": 0.0009637575130909681, + "lyap1_max": 0.01698002777993679, + "lyap_mean": -0.0011718772584572434, + "volume_mean": -0.0011718772584572434, + "volume_max": 0.008095711469650269, + "frac_active": 0.5 + }, + { + "step": 371, + "loss": 4.686477404902689e-05, + "lyap1_mean": -0.0013022659113630652, + "lyap1_max": 0.005288026761263609, + "lyap_mean": -0.0035847951658070087, + "volume_mean": -0.0035847951658070087, + "volume_max": 0.002328957198187709, + "frac_active": 0.25 + }, + { + "step": 372, + "loss": 5.787018017144874e-05, + "lyap1_mean": 0.008922279812395573, + "lyap1_max": 0.0186955314129591, + "lyap_mean": -0.0009862729348242283, + "volume_mean": -0.0009862729348242283, + "volume_max": 0.0042413645423948765, + "frac_active": 0.375 + }, + { + "step": 373, + "loss": 7.065689715091139e-05, + "lyap1_mean": 0.0008480499964207411, + "lyap1_max": 0.012183703482151031, + "lyap_mean": -0.004408898763358593, + "volume_mean": -0.004408898763358593, + "volume_max": -0.000366225722245872, + "frac_active": 0.3125 + }, + { + "step": 374, + "loss": 6.287359428824857e-05, + "lyap1_mean": 0.007139041554182768, + "lyap1_max": 0.013771116733551025, + "lyap_mean": 0.0010444414801895618, + "volume_mean": 0.0010444414801895618, + "volume_max": 0.006978297606110573, + "frac_active": 0.625 + }, + { + "step": 375, + "loss": 8.915793296182528e-05, + "lyap1_mean": 0.006584209855645895, + "lyap1_max": 0.01653660275042057, + "lyap_mean": 0.0005397883942350745, + "volume_mean": 0.0005397883942350745, + "volume_max": 0.006164311431348324, + "frac_active": 0.375 + }, + { + "step": 376, + "loss": 6.222545198397711e-05, + "lyap1_mean": 0.0018101963214576244, + "lyap1_max": 0.013194444589316845, + "lyap_mean": -0.0017208147328346968, + "volume_mean": -0.0017208147328346968, + "volume_max": 0.008545133285224438, + "frac_active": 0.375 + }, + { + "step": 377, + "loss": 5.067894744570367e-05, + "lyap1_mean": 0.005446872673928738, + "lyap1_max": 0.02383064664900303, + "lyap_mean": 0.0004788648511748761, + "volume_mean": 0.0004788648511748761, + "volume_max": 0.0059023890644311905, + "frac_active": 0.4375 + }, + { + "step": 378, + "loss": 5.095345841255039e-05, + "lyap1_mean": 0.002994825132191181, + "lyap1_max": 0.009555544704198837, + "lyap_mean": -0.0005075822118669748, + "volume_mean": -0.0005075822118669748, + "volume_max": 0.007708948105573654, + "frac_active": 0.5625 + }, + { + "step": 379, + "loss": 0.00017393460439052433, + "lyap1_mean": 0.015097045339643955, + "lyap1_max": 0.04460173472762108, + "lyap_mean": 0.00331416935659945, + "volume_mean": 0.00331416935659945, + "volume_max": 0.015059569850564003, + "frac_active": 0.4375 + }, + { + "step": 380, + "loss": 6.37648772681132e-05, + "lyap1_mean": 0.006664096377789974, + "lyap1_max": 0.013825305737555027, + "lyap_mean": 0.004754775203764439, + "volume_mean": 0.004754775203764439, + "volume_max": 0.007873392663896084, + "frac_active": 0.6875 + }, + { + "step": 381, + "loss": 7.652510248590261e-05, + "lyap1_mean": 0.004094636999070644, + "lyap1_max": 0.021245192736387253, + "lyap_mean": -0.0016989721916615963, + "volume_mean": -0.0016989721916615963, + "volume_max": 0.002960368525236845, + "frac_active": 0.375 + }, + { + "step": 382, + "loss": 3.261792517150752e-05, + "lyap1_mean": -0.0011345961829647422, + "lyap1_max": 0.003979834727942944, + "lyap_mean": -0.0015772602055221796, + "volume_mean": -0.0015772602055221796, + "volume_max": 0.002989130327478051, + "frac_active": 0.375 + }, + { + "step": 383, + "loss": 6.524566560983658e-05, + "lyap1_mean": 0.0077096219174563885, + "lyap1_max": 0.014288326725363731, + "lyap_mean": 0.0018276289338245988, + "volume_mean": 0.0018276289338245988, + "volume_max": 0.003792853793129325, + "frac_active": 0.6875 + }, + { + "step": 384, + "loss": 7.848467794246972e-05, + "lyap1_mean": 0.00790301151573658, + "lyap1_max": 0.019108707085251808, + "lyap_mean": 0.0014229586813598871, + "volume_mean": 0.0014229586813598871, + "volume_max": 0.011864863336086273, + "frac_active": 0.3125 + }, + { + "step": 385, + "loss": 9.845093882177025e-05, + "lyap1_mean": 0.008710956200957298, + "lyap1_max": 0.01744021475315094, + "lyap_mean": 0.002965920604765415, + "volume_mean": 0.002965920604765415, + "volume_max": 0.009551005437970161, + "frac_active": 0.5625 + }, + { + "step": 386, + "loss": 0.00011944369180127978, + "lyap1_mean": 0.011152496561408043, + "lyap1_max": 0.017464440315961838, + "lyap_mean": 0.007409184705466032, + "volume_mean": 0.007409184705466032, + "volume_max": 0.014285949990153313, + "frac_active": 0.875 + }, + { + "step": 387, + "loss": 6.377501995302737e-05, + "lyap1_mean": 0.005469930823892355, + "lyap1_max": 0.011589406989514828, + "lyap_mean": 0.0035397629253566265, + "volume_mean": 0.0035397629253566265, + "volume_max": 0.01086813397705555, + "frac_active": 0.625 + }, + { + "step": 388, + "loss": 5.158938074600883e-05, + "lyap1_mean": 0.00995427742600441, + "lyap1_max": 0.019011417403817177, + "lyap_mean": 0.0018454324454069138, + "volume_mean": 0.0018454324454069138, + "volume_max": 0.004074732307344675, + "frac_active": 0.5 + }, + { + "step": 389, + "loss": 1.944358882610686e-05, + "lyap1_mean": -0.0014689115341752768, + "lyap1_max": 0.002051754854619503, + "lyap_mean": -0.002832751953974366, + "volume_mean": -0.002832751953974366, + "volume_max": -0.00037244887789711356, + "frac_active": 0.1875 + }, + { + "step": 390, + "loss": 7.154294871725142e-05, + "lyap1_mean": 0.005471282638609409, + "lyap1_max": 0.02880561165511608, + "lyap_mean": 0.0019767791964113712, + "volume_mean": 0.0019767791964113712, + "volume_max": 0.009183473885059357, + "frac_active": 0.4375 + }, + { + "step": 391, + "loss": 5.396304186433554e-05, + "lyap1_mean": 0.0046349079348146915, + "lyap1_max": 0.01398470439016819, + "lyap_mean": -0.0007079878123477101, + "volume_mean": -0.0007079878123477101, + "volume_max": 0.004303772933781147, + "frac_active": 0.5 + }, + { + "step": 392, + "loss": 9.24110718187876e-05, + "lyap1_mean": 0.010787376202642918, + "lyap1_max": 0.02343507669866085, + "lyap_mean": 0.00547866290435195, + "volume_mean": 0.00547866290435195, + "volume_max": 0.015382494777441025, + "frac_active": 0.6875 + }, + { + "step": 393, + "loss": 0.00036217865999788046, + "lyap1_mean": 0.022739402949810028, + "lyap1_max": 0.06251618266105652, + "lyap_mean": 0.0064727370627224445, + "volume_mean": 0.0064727370627224445, + "volume_max": 0.015197396278381348, + "frac_active": 0.5 + }, + { + "step": 394, + "loss": 7.955635373946279e-05, + "lyap1_mean": 0.01345856487751007, + "lyap1_max": 0.02311866730451584, + "lyap_mean": 0.004668879322707653, + "volume_mean": 0.004668879322707653, + "volume_max": 0.012081855908036232, + "frac_active": 0.75 + }, + { + "step": 395, + "loss": 0.00014800137432757765, + "lyap1_mean": 0.010778185911476612, + "lyap1_max": 0.03970491141080856, + "lyap_mean": 0.004521544557064772, + "volume_mean": 0.004521544557064772, + "volume_max": 0.015018345788121223, + "frac_active": 0.5625 + }, + { + "step": 396, + "loss": 0.00010339594882680103, + "lyap1_mean": 0.014591090381145477, + "lyap1_max": 0.021320568397641182, + "lyap_mean": 0.006445405073463917, + "volume_mean": 0.006445405073463917, + "volume_max": 0.010183662176132202, + "frac_active": 0.8125 + }, + { + "step": 397, + "loss": 8.302241622004658e-05, + "lyap1_mean": 0.0042551131919026375, + "lyap1_max": 0.014462213963270187, + "lyap_mean": 0.002672479022294283, + "volume_mean": 0.002672479022294283, + "volume_max": 0.01199556328356266, + "frac_active": 0.5 + }, + { + "step": 398, + "loss": 7.118311623344198e-05, + "lyap1_mean": 0.00927992444485426, + "lyap1_max": 0.022635791450738907, + "lyap_mean": 0.003498255042359233, + "volume_mean": 0.003498255042359233, + "volume_max": 0.007363064214587212, + "frac_active": 0.6875 + }, + { + "step": 399, + "loss": 4.822920891456306e-05, + "lyap1_mean": 0.008546852506697178, + "lyap1_max": 0.01748540811240673, + "lyap_mean": 0.0031683766283094883, + "volume_mean": 0.0031683766283094883, + "volume_max": 0.008919652551412582, + "frac_active": 0.625 + }, + { + "step": 400, + "loss": 5.272564885672182e-05, + "lyap1_mean": 0.006918981205672026, + "lyap1_max": 0.023520927876234055, + "lyap_mean": 0.0013596916105598211, + "volume_mean": 0.0013596916105598211, + "volume_max": 0.006210644263774157, + "frac_active": 0.4375 + }, + { + "step": 401, + "loss": 0.00018165828078053892, + "lyap1_mean": 0.010829786770045757, + "lyap1_max": 0.04192785918712616, + "lyap_mean": 0.005462124012410641, + "volume_mean": 0.005462124012410641, + "volume_max": 0.02051030471920967, + "frac_active": 0.625 + }, + { + "step": 402, + "loss": 0.00010756109986687079, + "lyap1_mean": 0.01784963719546795, + "lyap1_max": 0.02335105463862419, + "lyap_mean": 0.005796266254037619, + "volume_mean": 0.005796266254037619, + "volume_max": 0.00874247681349516, + "frac_active": 0.75 + }, + { + "step": 403, + "loss": 0.0001256120012840256, + "lyap1_mean": 0.011282174848020077, + "lyap1_max": 0.021649358794093132, + "lyap_mean": 0.008310564793646336, + "volume_mean": 0.008310564793646336, + "volume_max": 0.011359773576259613, + "frac_active": 0.9375 + }, + { + "step": 404, + "loss": 7.767489296384156e-05, + "lyap1_mean": 0.010990997776389122, + "lyap1_max": 0.026743752881884575, + "lyap_mean": 0.003576682647690177, + "volume_mean": 0.003576682647690177, + "volume_max": 0.012377484701573849, + "frac_active": 0.625 + }, + { + "step": 405, + "loss": 8.057733066380024e-05, + "lyap1_mean": 0.011960143223404884, + "lyap1_max": 0.021967077627778053, + "lyap_mean": 0.003935432527214289, + "volume_mean": 0.003935432527214289, + "volume_max": 0.010781935416162014, + "frac_active": 0.625 + }, + { + "step": 406, + "loss": 3.133321297354996e-05, + "lyap1_mean": 0.004965700674802065, + "lyap1_max": 0.010291771963238716, + "lyap_mean": 0.0014622079906985164, + "volume_mean": 0.0014622079906985164, + "volume_max": 0.005762189626693726, + "frac_active": 0.625 + }, + { + "step": 407, + "loss": 4.932550655212253e-05, + "lyap1_mean": 0.003771852469071746, + "lyap1_max": 0.008836567401885986, + "lyap_mean": 0.0011391362641006708, + "volume_mean": 0.0011391362641006708, + "volume_max": 0.004664496053010225, + "frac_active": 0.4375 + }, + { + "step": 408, + "loss": 3.7568537663901225e-05, + "lyap1_mean": 0.00510549359023571, + "lyap1_max": 0.009690823033452034, + "lyap_mean": 0.0006488736835308373, + "volume_mean": 0.0006488736835308373, + "volume_max": 0.004884545691311359, + "frac_active": 0.5625 + }, + { + "step": 409, + "loss": 5.292948480928317e-05, + "lyap1_mean": 0.006767336744815111, + "lyap1_max": 0.017323527485132217, + "lyap_mean": -0.002517533255741, + "volume_mean": -0.002517533255741, + "volume_max": -0.0002680371981114149, + "frac_active": 0.3125 + }, + { + "step": 410, + "loss": 0.00010049201955553144, + "lyap1_mean": 0.00915258564054966, + "lyap1_max": 0.024544142186641693, + "lyap_mean": 0.005880396813154221, + "volume_mean": 0.005880396813154221, + "volume_max": 0.015671979635953903, + "frac_active": 0.6875 + }, + { + "step": 411, + "loss": 6.219412898644805e-05, + "lyap1_mean": 0.001477008336223662, + "lyap1_max": 0.013869578018784523, + "lyap_mean": 0.0007560971425846219, + "volume_mean": 0.0007560971425846219, + "volume_max": 0.010985019616782665, + "frac_active": 0.375 + }, + { + "step": 412, + "loss": 0.00010325468610972166, + "lyap1_mean": 0.010998024605214596, + "lyap1_max": 0.027440404519438744, + "lyap_mean": 0.006357083097100258, + "volume_mean": 0.006357083097100258, + "volume_max": 0.013536005280911922, + "frac_active": 0.75 + }, + { + "step": 413, + "loss": 0.0001134555132011883, + "lyap1_mean": 0.00972031895071268, + "lyap1_max": 0.02559683471918106, + "lyap_mean": 0.003838922828435898, + "volume_mean": 0.003838922828435898, + "volume_max": 0.0132741779088974, + "frac_active": 0.5625 + }, + { + "step": 414, + "loss": 6.981378101045266e-05, + "lyap1_mean": 0.007467123679816723, + "lyap1_max": 0.01777809113264084, + "lyap_mean": 0.0018737302161753178, + "volume_mean": 0.0018737302161753178, + "volume_max": 0.008173156529664993, + "frac_active": 0.4375 + }, + { + "step": 415, + "loss": 6.307954026851803e-05, + "lyap1_mean": -0.003115112893283367, + "lyap1_max": 0.004097590688616037, + "lyap_mean": -0.0015280748484656215, + "volume_mean": -0.0015280748484656215, + "volume_max": 0.008260920643806458, + "frac_active": 0.3125 + }, + { + "step": 416, + "loss": 0.00010405050124973059, + "lyap1_mean": 0.011452266946434975, + "lyap1_max": 0.025791633874177933, + "lyap_mean": 0.0038070131558924913, + "volume_mean": 0.0038070131558924913, + "volume_max": 0.008823323994874954, + "frac_active": 0.5625 + }, + { + "step": 417, + "loss": 6.814811786171049e-05, + "lyap1_mean": 0.0069200340658426285, + "lyap1_max": 0.019576426595449448, + "lyap_mean": 0.0016074059531092644, + "volume_mean": 0.0016074059531092644, + "volume_max": 0.007799896877259016, + "frac_active": 0.5625 + }, + { + "step": 418, + "loss": 6.188069528434426e-05, + "lyap1_mean": 0.004176491871476173, + "lyap1_max": 0.007993646897375584, + "lyap_mean": 0.002029760740697384, + "volume_mean": 0.002029760740697384, + "volume_max": 0.01004923228174448, + "frac_active": 0.5625 + }, + { + "step": 419, + "loss": 4.765157791553065e-05, + "lyap1_mean": 0.00705010537058115, + "lyap1_max": 0.01655612327158451, + "lyap_mean": 0.0030664762016385794, + "volume_mean": 0.0030664762016385794, + "volume_max": 0.010946237482130527, + "frac_active": 0.625 + }, + { + "step": 420, + "loss": 5.891198088647798e-05, + "lyap1_mean": 0.0013693494256585836, + "lyap1_max": 0.014418423175811768, + "lyap_mean": -0.0003060158924199641, + "volume_mean": -0.0003060158924199641, + "volume_max": 0.005870007909834385, + "frac_active": 0.4375 + }, + { + "step": 421, + "loss": 0.0001134034973802045, + "lyap1_mean": -0.0012707581045106053, + "lyap1_max": 0.008209493942558765, + "lyap_mean": -0.003226936561986804, + "volume_mean": -0.003226936561986804, + "volume_max": 0.010034110397100449, + "frac_active": 0.375 + }, + { + "step": 422, + "loss": 8.25656097731553e-05, + "lyap1_mean": 0.011816318146884441, + "lyap1_max": 0.029299458488821983, + "lyap_mean": 0.0020313039422035217, + "volume_mean": 0.0020313039422035217, + "volume_max": 0.01028736773878336, + "frac_active": 0.5 + }, + { + "step": 423, + "loss": 0.0001313479442615062, + "lyap1_mean": 0.009687922894954681, + "lyap1_max": 0.02612704038619995, + "lyap_mean": 0.006930029485374689, + "volume_mean": 0.006930029485374689, + "volume_max": 0.015170030295848846, + "frac_active": 0.75 + }, + { + "step": 424, + "loss": 9.478864376433194e-05, + "lyap1_mean": 0.00942407175898552, + "lyap1_max": 0.029153617098927498, + "lyap_mean": 0.0025660009123384953, + "volume_mean": 0.0025660009123384953, + "volume_max": 0.008983178064227104, + "frac_active": 0.4375 + }, + { + "step": 425, + "loss": 6.255409243749455e-05, + "lyap1_mean": -0.004196012392640114, + "lyap1_max": 0.0032592257484793663, + "lyap_mean": -0.006313927471637726, + "volume_mean": -0.006313927471637726, + "volume_max": -0.004551961086690426, + "frac_active": 0.125 + }, + { + "step": 426, + "loss": 2.7460311684990302e-05, + "lyap1_mean": 0.0032987373415380716, + "lyap1_max": 0.014175774529576302, + "lyap_mean": -0.0010601903777569532, + "volume_mean": -0.0010601903777569532, + "volume_max": 0.0019826740026474, + "frac_active": 0.25 + }, + { + "step": 427, + "loss": 8.08896220405586e-05, + "lyap1_mean": -0.0021457145921885967, + "lyap1_max": 0.005161539185792208, + "lyap_mean": -0.005726337432861328, + "volume_mean": -0.005726337432861328, + "volume_max": 0.002519535133615136, + "frac_active": 0.25 + }, + { + "step": 428, + "loss": 0.0001712610974209383, + "lyap1_mean": 0.0012598414905369282, + "lyap1_max": 0.026469271630048752, + "lyap_mean": -0.0021992125548422337, + "volume_mean": -0.0021992125548422337, + "volume_max": 0.016113482415676117, + "frac_active": 0.3125 + }, + { + "step": 429, + "loss": 6.923002365510911e-05, + "lyap1_mean": 0.002615757053717971, + "lyap1_max": 0.021053040400147438, + "lyap_mean": -0.001341364812105894, + "volume_mean": -0.001341364812105894, + "volume_max": 0.008095934055745602, + "frac_active": 0.375 + }, + { + "step": 430, + "loss": 2.436436989228241e-05, + "lyap1_mean": 0.004412619397044182, + "lyap1_max": 0.009388386271893978, + "lyap_mean": 0.0016717438120394945, + "volume_mean": 0.0016717438120394945, + "volume_max": 0.005150852724909782, + "frac_active": 0.625 + }, + { + "step": 431, + "loss": 7.262815779540688e-05, + "lyap1_mean": 0.006120393984019756, + "lyap1_max": 0.021772950887680054, + "lyap_mean": -0.0031365372706204653, + "volume_mean": -0.0031365372706204653, + "volume_max": 0.0020973552018404007, + "frac_active": 0.125 + }, + { + "step": 432, + "loss": 9.049244545167312e-05, + "lyap1_mean": -0.0019256842788308859, + "lyap1_max": 0.01477796956896782, + "lyap_mean": -0.0044510336592793465, + "volume_mean": -0.0044510336592793465, + "volume_max": 0.005395244807004929, + "frac_active": 0.25 + }, + { + "step": 433, + "loss": 7.720862049609423e-05, + "lyap1_mean": -0.005527454428374767, + "lyap1_max": 0.001334500266239047, + "lyap_mean": -0.004548004828393459, + "volume_mean": -0.004548004828393459, + "volume_max": -0.0008722399361431599, + "frac_active": 0.25 + }, + { + "step": 434, + "loss": 0.0002016260987147689, + "lyap1_mean": 0.01510046236217022, + "lyap1_max": 0.03451049327850342, + "lyap_mean": 0.0015538220759481192, + "volume_mean": 0.0015538220759481192, + "volume_max": 0.012224181555211544, + "frac_active": 0.375 + }, + { + "step": 435, + "loss": 0.00017277043662033975, + "lyap1_mean": 0.00207605492323637, + "lyap1_max": 0.022876190021634102, + "lyap_mean": -0.008065911009907722, + "volume_mean": -0.008065911009907722, + "volume_max": 0.0011749239638447762, + "frac_active": 0.125 + }, + { + "step": 436, + "loss": 8.152597729349509e-05, + "lyap1_mean": 0.0016475919401273131, + "lyap1_max": 0.011153262108564377, + "lyap_mean": 0.00045878556556999683, + "volume_mean": 0.00045878556556999683, + "volume_max": 0.012256599962711334, + "frac_active": 0.3125 + }, + { + "step": 437, + "loss": 0.00015189585974439979, + "lyap1_mean": -0.0021995725110173225, + "lyap1_max": 0.017172398045659065, + "lyap_mean": -0.007492904085665941, + "volume_mean": -0.007492904085665941, + "volume_max": 0.0006560860201716423, + "frac_active": 0.25 + }, + { + "step": 438, + "loss": 3.2949523301795125e-05, + "lyap1_mean": -0.0009367102757096291, + "lyap1_max": 0.0069659012369811535, + "lyap_mean": -0.002804933115839958, + "volume_mean": -0.002804933115839958, + "volume_max": 0.0016763422172516584, + "frac_active": 0.25 + }, + { + "step": 439, + "loss": 8.453618647763506e-05, + "lyap1_mean": 0.01069154217839241, + "lyap1_max": 0.028306864202022552, + "lyap_mean": 0.000682616257108748, + "volume_mean": 0.000682616257108748, + "volume_max": 0.005181561224162579, + "frac_active": 0.5 + }, + { + "step": 440, + "loss": 8.184015314327553e-05, + "lyap1_mean": -0.007185384631156921, + "lyap1_max": -0.004355237819254398, + "lyap_mean": -0.00838257372379303, + "volume_mean": -0.00838257372379303, + "volume_max": -0.0046858410350978374, + "frac_active": 0.0 + }, + { + "step": 441, + "loss": 6.476407725131139e-05, + "lyap1_mean": -0.004692951217293739, + "lyap1_max": 0.008390241302549839, + "lyap_mean": -0.006091448478400707, + "volume_mean": -0.006091448478400707, + "volume_max": 0.0003386889584362507, + "frac_active": 0.0625 + }, + { + "step": 442, + "loss": 0.00014515485963784158, + "lyap1_mean": -0.011194558814167976, + "lyap1_max": -0.007779802195727825, + "lyap_mean": -0.010641626082360744, + "volume_mean": -0.010641626082360744, + "volume_max": -0.00497633358463645, + "frac_active": 0.0625 + }, + { + "step": 443, + "loss": 5.705781950382516e-05, + "lyap1_mean": 0.0025605480186641216, + "lyap1_max": 0.01728162169456482, + "lyap_mean": -0.0015590442344546318, + "volume_mean": -0.0015590442344546318, + "volume_max": 0.0073270034044981, + "frac_active": 0.3125 + }, + { + "step": 444, + "loss": 5.8503603213466704e-05, + "lyap1_mean": 0.0010562324896454811, + "lyap1_max": 0.005343219731003046, + "lyap_mean": -0.0006494729313999414, + "volume_mean": -0.0006494729313999414, + "volume_max": 0.0032011510338634253, + "frac_active": 0.4375 + }, + { + "step": 445, + "loss": 4.085888576810248e-05, + "lyap1_mean": 0.005560371559113264, + "lyap1_max": 0.014952274970710278, + "lyap_mean": 0.0035699005238711834, + "volume_mean": 0.0035699005238711834, + "volume_max": 0.005840771831572056, + "frac_active": 0.75 + }, + { + "step": 446, + "loss": 3.8500707887578756e-05, + "lyap1_mean": 0.0008576691034249961, + "lyap1_max": 0.0030249308329075575, + "lyap_mean": -0.0019266707822680473, + "volume_mean": -0.0019266707822680473, + "volume_max": 0.0010417163139209151, + "frac_active": 0.4375 + }, + { + "step": 447, + "loss": 0.0001346297940472141, + "lyap1_mean": -0.0033055529929697514, + "lyap1_max": 0.0064212423749268055, + "lyap_mean": -0.0025071310810744762, + "volume_mean": -0.0025071310810744762, + "volume_max": 0.007714012637734413, + "frac_active": 0.375 + }, + { + "step": 448, + "loss": 8.28825868666172e-05, + "lyap1_mean": 0.007368492893874645, + "lyap1_max": 0.016594355925917625, + "lyap_mean": -0.002122274599969387, + "volume_mean": -0.002122274599969387, + "volume_max": 0.004297364503145218, + "frac_active": 0.3125 + }, + { + "step": 449, + "loss": 0.00017371504509355873, + "lyap1_mean": 0.009263819083571434, + "lyap1_max": 0.024321679025888443, + "lyap_mean": 0.00414207624271512, + "volume_mean": 0.00414207624271512, + "volume_max": 0.011533867567777634, + "frac_active": 0.5625 + }, + { + "step": 450, + "loss": 8.313402940984815e-05, + "lyap1_mean": 0.006147133186459541, + "lyap1_max": 0.01604660600423813, + "lyap_mean": -0.0025107513647526503, + "volume_mean": -0.0025107513647526503, + "volume_max": 0.004360930062830448, + "frac_active": 0.3125 + }, + { + "step": 451, + "loss": 7.22022305126302e-05, + "lyap1_mean": 0.007924124598503113, + "lyap1_max": 0.01747129298746586, + "lyap_mean": -0.001046809135004878, + "volume_mean": -0.001046809135004878, + "volume_max": 0.0012395656667649746, + "frac_active": 0.375 + }, + { + "step": 452, + "loss": 5.717572275898419e-05, + "lyap1_mean": -0.0029890378937125206, + "lyap1_max": 0.0047453599981963634, + "lyap_mean": -0.002358340425416827, + "volume_mean": -0.002358340425416827, + "volume_max": 0.0014512017369270325, + "frac_active": 0.4375 + }, + { + "step": 453, + "loss": 6.876256520627066e-05, + "lyap1_mean": 0.004181477706879377, + "lyap1_max": 0.01747979037463665, + "lyap_mean": -0.0015568488743156195, + "volume_mean": -0.0015568488743156195, + "volume_max": 0.0028379999566823244, + "frac_active": 0.375 + }, + { + "step": 454, + "loss": 8.032552432268858e-05, + "lyap1_mean": 0.002751779742538929, + "lyap1_max": 0.019620291888713837, + "lyap_mean": -0.0016617189394310117, + "volume_mean": -0.0016617189394310117, + "volume_max": 0.007539237383753061, + "frac_active": 0.5 + }, + { + "step": 455, + "loss": 9.555881842970848e-05, + "lyap1_mean": -0.0043118903413414955, + "lyap1_max": 0.012641292065382004, + "lyap_mean": -0.0072542233392596245, + "volume_mean": -0.0072542233392596245, + "volume_max": 0.00027759699150919914, + "frac_active": 0.125 + }, + { + "step": 456, + "loss": 7.066062244120985e-05, + "lyap1_mean": 0.0020598238334059715, + "lyap1_max": 0.023122506216168404, + "lyap_mean": -0.00324841751717031, + "volume_mean": -0.00324841751717031, + "volume_max": 0.004895459860563278, + "frac_active": 0.1875 + }, + { + "step": 457, + "loss": 5.258692181087099e-05, + "lyap1_mean": 0.005162777844816446, + "lyap1_max": 0.01513251569122076, + "lyap_mean": -0.0002661843318492174, + "volume_mean": -0.0002661843318492174, + "volume_max": 0.005524099804461002, + "frac_active": 0.375 + }, + { + "step": 458, + "loss": 0.00021955539705231786, + "lyap1_mean": 0.01503051444888115, + "lyap1_max": 0.046498388051986694, + "lyap_mean": 0.0028351061046123505, + "volume_mean": 0.0028351061046123505, + "volume_max": 0.01409581396728754, + "frac_active": 0.4375 + }, + { + "step": 459, + "loss": 0.00011413283937145025, + "lyap1_mean": -0.002053046366199851, + "lyap1_max": 0.009672189131379128, + "lyap_mean": -0.007181254681199789, + "volume_mean": -0.007181254681199789, + "volume_max": 0.0007055895403027534, + "frac_active": 0.125 + }, + { + "step": 460, + "loss": 0.00012064566544722766, + "lyap1_mean": 0.008496040478348732, + "lyap1_max": 0.0304341409355402, + "lyap_mean": -0.0014265717472881079, + "volume_mean": -0.0014265717472881079, + "volume_max": 0.004821698181331158, + "frac_active": 0.375 + }, + { + "step": 461, + "loss": 0.0002855462662409991, + "lyap1_mean": 0.020911674946546555, + "lyap1_max": 0.05864785611629486, + "lyap_mean": 0.0031182044185698032, + "volume_mean": 0.0031182044185698032, + "volume_max": 0.018671387806534767, + "frac_active": 0.375 + }, + { + "step": 462, + "loss": 2.7000351110473275e-05, + "lyap1_mean": 0.0011544518638402224, + "lyap1_max": 0.011765477247536182, + "lyap_mean": -0.0016327638877555728, + "volume_mean": -0.0016327638877555728, + "volume_max": 0.001553223468363285, + "frac_active": 0.375 + }, + { + "step": 463, + "loss": 6.733136251568794e-05, + "lyap1_mean": 0.004456365946680307, + "lyap1_max": 0.014781293459236622, + "lyap_mean": -0.0010488387197256088, + "volume_mean": -0.0010488387197256088, + "volume_max": 0.0059648980386555195, + "frac_active": 0.25 + }, + { + "step": 464, + "loss": 8.018768858164549e-05, + "lyap1_mean": -0.003185458481311798, + "lyap1_max": 0.0007158002117648721, + "lyap_mean": -0.0071161240339279175, + "volume_mean": -0.0071161240339279175, + "volume_max": -0.0022393488325178623, + "frac_active": 0.125 + }, + { + "step": 465, + "loss": 9.977605077438056e-05, + "lyap1_mean": -0.0036951988004148006, + "lyap1_max": 0.006826858501881361, + "lyap_mean": -0.00741856824606657, + "volume_mean": -0.00741856824606657, + "volume_max": -0.0007106338161975145, + "frac_active": 0.1875 + }, + { + "step": 466, + "loss": 6.019437932991423e-05, + "lyap1_mean": -8.353451266884804e-05, + "lyap1_max": 0.0069272625260055065, + "lyap_mean": -0.0006746653816662729, + "volume_mean": -0.0006746653816662729, + "volume_max": 0.006492340471595526, + "frac_active": 0.4375 + }, + { + "step": 467, + "loss": 6.218301859917119e-05, + "lyap1_mean": 0.0016612224280834198, + "lyap1_max": 0.01741494983434677, + "lyap_mean": -0.00199707830324769, + "volume_mean": -0.00199707830324769, + "volume_max": 0.005049783270806074, + "frac_active": 0.375 + }, + { + "step": 468, + "loss": 8.275017898995429e-05, + "lyap1_mean": -0.00924843829125166, + "lyap1_max": -0.005880093201994896, + "lyap_mean": -0.008541709743440151, + "volume_mean": -0.008541709743440151, + "volume_max": -0.00783090852200985, + "frac_active": 0.0 + }, + { + "step": 469, + "loss": 6.442486483138055e-05, + "lyap1_mean": 0.0020870689768344164, + "lyap1_max": 0.009353583678603172, + "lyap_mean": -0.0038025779649615288, + "volume_mean": -0.0038025779649615288, + "volume_max": -0.0012693139724433422, + "frac_active": 0.25 + }, + { + "step": 470, + "loss": 4.4915090256836265e-05, + "lyap1_mean": 0.009373060427606106, + "lyap1_max": 0.01563386060297489, + "lyap_mean": 0.0019055294105783105, + "volume_mean": 0.0019055294105783105, + "volume_max": 0.0031829860527068377, + "frac_active": 0.625 + }, + { + "step": 471, + "loss": 9.311329631600529e-05, + "lyap1_mean": -0.0015509668737649918, + "lyap1_max": 0.011739224195480347, + "lyap_mean": -0.005601192824542522, + "volume_mean": -0.005601192824542522, + "volume_max": 0.0016619316302239895, + "frac_active": 0.25 + }, + { + "step": 472, + "loss": 0.0001071495862561278, + "lyap1_mean": 0.011852223426103592, + "lyap1_max": 0.0271865613758564, + "lyap_mean": 0.0016551673179492354, + "volume_mean": 0.0016551673179492354, + "volume_max": 0.007205689325928688, + "frac_active": 0.5 + }, + { + "step": 473, + "loss": 0.00014256864960771054, + "lyap1_mean": -0.0012626680545508862, + "lyap1_max": 0.005543324165046215, + "lyap_mean": 0.0005008067237213254, + "volume_mean": 0.0005008067237213254, + "volume_max": 0.008110770024359226, + "frac_active": 0.4375 + }, + { + "step": 474, + "loss": 0.00010674588702386245, + "lyap1_mean": -0.00959558691829443, + "lyap1_max": -0.0032551083713769913, + "lyap_mean": -0.008951620198786259, + "volume_mean": -0.008951620198786259, + "volume_max": -0.0054574524983763695, + "frac_active": 0.0625 + }, + { + "step": 475, + "loss": 9.105860226554796e-05, + "lyap1_mean": -0.0051807258278131485, + "lyap1_max": 0.008413474075496197, + "lyap_mean": -0.0069849519059062, + "volume_mean": -0.0069849519059062, + "volume_max": 0.0021043899469077587, + "frac_active": 0.125 + }, + { + "step": 476, + "loss": 0.00012582234921865165, + "lyap1_mean": -0.007828956469893456, + "lyap1_max": 0.0012875974643975496, + "lyap_mean": -0.009439614601433277, + "volume_mean": -0.009439614601433277, + "volume_max": -0.0018097665160894394, + "frac_active": 0.125 + }, + { + "step": 477, + "loss": 6.630639836657792e-05, + "lyap1_mean": -0.0032053100876510143, + "lyap1_max": 0.0046483175829052925, + "lyap_mean": -0.005442821886390448, + "volume_mean": -0.005442821886390448, + "volume_max": -0.0008804959943518043, + "frac_active": 0.1875 + }, + { + "step": 478, + "loss": 6.175707676447928e-05, + "lyap1_mean": -0.0034295490477234125, + "lyap1_max": 0.0013908087275922298, + "lyap_mean": -0.006267758086323738, + "volume_mean": -0.006267758086323738, + "volume_max": -0.0018204799853265285, + "frac_active": 0.0625 + }, + { + "step": 479, + "loss": 6.061585008865222e-05, + "lyap1_mean": -0.0007690674974583089, + "lyap1_max": 0.005602771416306496, + "lyap_mean": -0.0035030213184654713, + "volume_mean": -0.0035030213184654713, + "volume_max": 0.005182784982025623, + "frac_active": 0.25 + }, + { + "step": 480, + "loss": 4.5769993448629975e-05, + "lyap1_mean": 0.00022639631060883403, + "lyap1_max": 0.008261293172836304, + "lyap_mean": -0.0032087499275803566, + "volume_mean": -0.0032087499275803566, + "volume_max": 0.0009059673175215721, + "frac_active": 0.25 + }, + { + "step": 481, + "loss": 0.0001449592673452571, + "lyap1_mean": 0.0013928614789620042, + "lyap1_max": 0.024779973551630974, + "lyap_mean": 0.0006491274107247591, + "volume_mean": 0.0006491274107247591, + "volume_max": 0.015699980780482292, + "frac_active": 0.4375 + }, + { + "step": 482, + "loss": 9.54507413553074e-05, + "lyap1_mean": 0.013516048900783062, + "lyap1_max": 0.027077369391918182, + "lyap_mean": 0.004666493274271488, + "volume_mean": 0.004666493274271488, + "volume_max": 0.011060749180614948, + "frac_active": 0.6875 + }, + { + "step": 483, + "loss": 2.3493987100664526e-05, + "lyap1_mean": 0.0033367080613970757, + "lyap1_max": 0.012125499546527863, + "lyap_mean": -9.285984560847282e-06, + "volume_mean": -9.285984560847282e-06, + "volume_max": 0.0035200403071939945, + "frac_active": 0.4375 + }, + { + "step": 484, + "loss": 4.138942313147709e-05, + "lyap1_mean": 0.003727136179804802, + "lyap1_max": 0.017794378101825714, + "lyap_mean": 3.0059803975746036e-05, + "volume_mean": 3.0059803975746036e-05, + "volume_max": 0.005654884036630392, + "frac_active": 0.375 + }, + { + "step": 485, + "loss": 5.6476241297787055e-05, + "lyap1_mean": 0.001672603189945221, + "lyap1_max": 0.004652810748666525, + "lyap_mean": -0.0013147342251613736, + "volume_mean": -0.0013147342251613736, + "volume_max": 0.0013821111060678959, + "frac_active": 0.375 + }, + { + "step": 486, + "loss": 3.826160173048265e-05, + "lyap1_mean": 0.00169777637347579, + "lyap1_max": 0.00972474180161953, + "lyap_mean": -0.0020188235212117434, + "volume_mean": -0.0020188235212117434, + "volume_max": 0.004356459714472294, + "frac_active": 0.375 + }, + { + "step": 487, + "loss": 0.00011282635387033224, + "lyap1_mean": 0.007166258990764618, + "lyap1_max": 0.02865106426179409, + "lyap_mean": 0.0017377850599586964, + "volume_mean": 0.0017377850599586964, + "volume_max": 0.012651351280510426, + "frac_active": 0.5 + }, + { + "step": 488, + "loss": 4.975058982381597e-05, + "lyap1_mean": 0.002731859218329191, + "lyap1_max": 0.008500701747834682, + "lyap_mean": -0.000704057514667511, + "volume_mean": -0.000704057514667511, + "volume_max": 0.0037378533743321896, + "frac_active": 0.4375 + }, + { + "step": 489, + "loss": 4.975277988705784e-05, + "lyap1_mean": -0.0015678014606237411, + "lyap1_max": 0.002260734559968114, + "lyap_mean": -0.003999950364232063, + "volume_mean": -0.003999950364232063, + "volume_max": 0.0012605289230123162, + "frac_active": 0.25 + }, + { + "step": 490, + "loss": 4.668020847020671e-05, + "lyap1_mean": 6.397673860192299e-05, + "lyap1_max": 0.010678512044250965, + "lyap_mean": -0.0005607401835732162, + "volume_mean": -0.0005607401835732162, + "volume_max": 0.007395881228148937, + "frac_active": 0.375 + }, + { + "step": 491, + "loss": 5.357692498364486e-05, + "lyap1_mean": 0.005021016579121351, + "lyap1_max": 0.014694212935864925, + "lyap_mean": 0.001163147739134729, + "volume_mean": 0.001163147739134729, + "volume_max": 0.007715354207903147, + "frac_active": 0.5625 + }, + { + "step": 492, + "loss": 2.717406823649071e-05, + "lyap1_mean": 0.0016804870683699846, + "lyap1_max": 0.010566990822553635, + "lyap_mean": -0.001549617969430983, + "volume_mean": -0.001549617969430983, + "volume_max": 0.0024990325327962637, + "frac_active": 0.375 + }, + { + "step": 493, + "loss": 6.489524093922228e-05, + "lyap1_mean": 0.010856883600354195, + "lyap1_max": 0.01779056526720524, + "lyap_mean": 0.0030431586783379316, + "volume_mean": 0.0030431586783379316, + "volume_max": 0.009028463624417782, + "frac_active": 0.5625 + }, + { + "step": 494, + "loss": 2.5374418328283355e-05, + "lyap1_mean": -0.002150215208530426, + "lyap1_max": 0.0025896509177982807, + "lyap_mean": -0.003625545185059309, + "volume_mean": -0.003625545185059309, + "volume_max": -0.001545758219435811, + "frac_active": 0.125 + }, + { + "step": 495, + "loss": 8.46078764880076e-05, + "lyap1_mean": -0.00392128387466073, + "lyap1_max": 0.010183797217905521, + "lyap_mean": -0.005894903559237719, + "volume_mean": -0.005894903559237719, + "volume_max": 0.0029824895318597555, + "frac_active": 0.1875 + }, + { + "step": 496, + "loss": 7.828612433513626e-05, + "lyap1_mean": -0.00206417846493423, + "lyap1_max": 0.009214930236339569, + "lyap_mean": -0.0011348433326929808, + "volume_mean": -0.0011348433326929808, + "volume_max": 0.0086174001917243, + "frac_active": 0.5625 + }, + { + "step": 497, + "loss": 9.3039998319e-05, + "lyap1_mean": 0.0009457402629777789, + "lyap1_max": 0.01404806599020958, + "lyap_mean": -0.003596518188714981, + "volume_mean": -0.003596518188714981, + "volume_max": 0.00853697955608368, + "frac_active": 0.3125 + }, + { + "step": 498, + "loss": 4.946386252413504e-05, + "lyap1_mean": 0.004289452452212572, + "lyap1_max": 0.016016913577914238, + "lyap_mean": 0.0001964509137906134, + "volume_mean": 0.0001964509137906134, + "volume_max": 0.007267662324011326, + "frac_active": 0.375 + }, + { + "step": 499, + "loss": 4.70708473585546e-05, + "lyap1_mean": -0.001147060189396143, + "lyap1_max": 0.0035832347348332405, + "lyap_mean": -0.004664781037718058, + "volume_mean": -0.004664781037718058, + "volume_max": 0.0004353378899395466, + "frac_active": 0.125 + } + ] + }, + { + "episode": 1, + "train_step": 500, + "steps": [ + { + "step": 0, + "loss": 0.000257011444773525, + "lyap1_mean": -0.014885330572724342, + "lyap1_max": -0.011989113874733448, + "lyap_mean": -0.01565064862370491, + "volume_mean": -0.01565064862370491, + "volume_max": -0.014095768332481384, + "frac_active": 0.0 + }, + { + "step": 1, + "loss": 0.00023075795616023242, + "lyap1_mean": -0.013783730566501617, + "lyap1_max": -0.003737234277650714, + "lyap_mean": -0.013935588300228119, + "volume_mean": -0.013935588300228119, + "volume_max": -0.005236393306404352, + "frac_active": 0.0625 + }, + { + "step": 2, + "loss": 0.0001758400467224419, + "lyap1_mean": -0.011727457866072655, + "lyap1_max": -0.007847057655453682, + "lyap_mean": -0.012580916285514832, + "volume_mean": -0.012580916285514832, + "volume_max": -0.008896248415112495, + "frac_active": 0.0 + }, + { + "step": 3, + "loss": 5.64209622098133e-05, + "lyap1_mean": -0.004032705444842577, + "lyap1_max": 0.008648460730910301, + "lyap_mean": -0.005561556667089462, + "volume_mean": -0.005561556667089462, + "volume_max": -0.0023494025226682425, + "frac_active": 0.125 + }, + { + "step": 4, + "loss": 6.51110676699318e-05, + "lyap1_mean": -0.006263359449803829, + "lyap1_max": 0.0002583925670478493, + "lyap_mean": -0.0063479309901595116, + "volume_mean": -0.0063479309901595116, + "volume_max": 0.0005520867416635156, + "frac_active": 0.1875 + }, + { + "step": 5, + "loss": 3.401044523343444e-05, + "lyap1_mean": 0.003114014398306608, + "lyap1_max": 0.010115724056959152, + "lyap_mean": 0.001395034254528582, + "volume_mean": 0.001395034254528582, + "volume_max": 0.00562420766800642, + "frac_active": 0.6875 + }, + { + "step": 6, + "loss": 1.4386738257599063e-05, + "lyap1_mean": 0.0020173529628664255, + "lyap1_max": 0.01119088102132082, + "lyap_mean": 0.0006710847956128418, + "volume_mean": 0.0006710847956128418, + "volume_max": 0.0021272103767842054, + "frac_active": 0.5 + }, + { + "step": 7, + "loss": 1.507735487393802e-05, + "lyap1_mean": 0.003296595998108387, + "lyap1_max": 0.011532019823789597, + "lyap_mean": 0.0012184581719338894, + "volume_mean": 0.0012184581719338894, + "volume_max": 0.0030330263543874025, + "frac_active": 0.5625 + }, + { + "step": 8, + "loss": 0.0001374475978082046, + "lyap1_mean": 0.013800490647554398, + "lyap1_max": 0.027979373931884766, + "lyap_mean": 0.009164437651634216, + "volume_mean": 0.009164437651634216, + "volume_max": 0.013261925429105759, + "frac_active": 0.9375 + }, + { + "step": 9, + "loss": 3.2927619031397626e-05, + "lyap1_mean": 0.002931637456640601, + "lyap1_max": 0.005267960950732231, + "lyap_mean": 0.002456702059134841, + "volume_mean": 0.002456702059134841, + "volume_max": 0.006848765071481466, + "frac_active": 0.6875 + }, + { + "step": 10, + "loss": 1.2539851013571024e-05, + "lyap1_mean": 0.0018401085399091244, + "lyap1_max": 0.007697321940213442, + "lyap_mean": 0.0005124398157931864, + "volume_mean": 0.0005124398157931864, + "volume_max": 0.002980782650411129, + "frac_active": 0.4375 + }, + { + "step": 11, + "loss": 1.999092819460202e-05, + "lyap1_mean": 0.004904845729470253, + "lyap1_max": 0.011301177553832531, + "lyap_mean": 0.002774495631456375, + "volume_mean": 0.002774495631456375, + "volume_max": 0.005965900141745806, + "frac_active": 0.875 + }, + { + "step": 12, + "loss": 2.6645084290066734e-05, + "lyap1_mean": 0.0022261706180870533, + "lyap1_max": 0.0070844548754394054, + "lyap_mean": 0.0018402223940938711, + "volume_mean": 0.0018402223940938711, + "volume_max": 0.008585654199123383, + "frac_active": 0.5625 + }, + { + "step": 13, + "loss": 1.193831667478662e-05, + "lyap1_mean": 0.0017972212517634034, + "lyap1_max": 0.007506441790610552, + "lyap_mean": 0.001376835978589952, + "volume_mean": 0.001376835978589952, + "volume_max": 0.003799356985837221, + "frac_active": 0.75 + }, + { + "step": 14, + "loss": 2.0946594304405153e-05, + "lyap1_mean": 0.002561576897278428, + "lyap1_max": 0.007722010836005211, + "lyap_mean": 0.0001129593001678586, + "volume_mean": 0.0001129593001678586, + "volume_max": 0.00320248631760478, + "frac_active": 0.5 + }, + { + "step": 15, + "loss": 2.4342036340385675e-05, + "lyap1_mean": 0.004587178118526936, + "lyap1_max": 0.014503090642392635, + "lyap_mean": 0.00228309677913785, + "volume_mean": 0.00228309677913785, + "volume_max": 0.00423649325966835, + "frac_active": 0.625 + }, + { + "step": 16, + "loss": 2.6364621589891613e-05, + "lyap1_mean": 0.0022674237843602896, + "lyap1_max": 0.005254327319562435, + "lyap_mean": 0.002743159420788288, + "volume_mean": 0.002743159420788288, + "volume_max": 0.005254917312413454, + "frac_active": 0.75 + }, + { + "step": 17, + "loss": 1.4846054000372533e-05, + "lyap1_mean": 0.0025133094750344753, + "lyap1_max": 0.007553718984127045, + "lyap_mean": 0.0007137230131775141, + "volume_mean": 0.0007137230131775141, + "volume_max": 0.002112404443323612, + "frac_active": 0.5 + }, + { + "step": 18, + "loss": 1.4510211258311756e-05, + "lyap1_mean": 0.0008878494845703244, + "lyap1_max": 0.007868398912250996, + "lyap_mean": -2.6621826691552997e-05, + "volume_mean": -2.6621826691552997e-05, + "volume_max": 0.0038077260833233595, + "frac_active": 0.5625 + }, + { + "step": 19, + "loss": 2.475510336807929e-05, + "lyap1_mean": 0.00341280410066247, + "lyap1_max": 0.00800300482660532, + "lyap_mean": 0.000679577118717134, + "volume_mean": 0.000679577118717134, + "volume_max": 0.004017871338874102, + "frac_active": 0.75 + }, + { + "step": 20, + "loss": 5.3597719670506194e-05, + "lyap1_mean": -0.001409011660143733, + "lyap1_max": 0.0018008255865424871, + "lyap_mean": -0.0035801087506115437, + "volume_mean": -0.0035801087506115437, + "volume_max": 0.0018049872014671564, + "frac_active": 0.4375 + }, + { + "step": 21, + "loss": 2.4941542505985126e-05, + "lyap1_mean": 0.004145790822803974, + "lyap1_max": 0.008215270936489105, + "lyap_mean": 0.0016986191039904952, + "volume_mean": 0.0016986191039904952, + "volume_max": 0.005180257372558117, + "frac_active": 0.6875 + }, + { + "step": 22, + "loss": 1.3644289538206067e-05, + "lyap1_mean": 0.0005776036996394396, + "lyap1_max": 0.005774150602519512, + "lyap_mean": -0.0004949501599185169, + "volume_mean": -0.0004949501599185169, + "volume_max": 0.003745565190911293, + "frac_active": 0.375 + }, + { + "step": 23, + "loss": 1.3824394045514055e-05, + "lyap1_mean": -0.0006390378111973405, + "lyap1_max": 0.002117397729307413, + "lyap_mean": -0.001774535863660276, + "volume_mean": -0.001774535863660276, + "volume_max": 0.00044812835403718054, + "frac_active": 0.3125 + }, + { + "step": 24, + "loss": 4.398833334562369e-05, + "lyap1_mean": -0.0033011622726917267, + "lyap1_max": 0.005144842900335789, + "lyap_mean": -0.003694036975502968, + "volume_mean": -0.003694036975502968, + "volume_max": 0.0014543253928422928, + "frac_active": 0.25 + }, + { + "step": 25, + "loss": 1.2094263183826115e-05, + "lyap1_mean": 0.0013648455496877432, + "lyap1_max": 0.010534883476793766, + "lyap_mean": -0.00028110051061958075, + "volume_mean": -0.00028110051061958075, + "volume_max": 0.002979377983137965, + "frac_active": 0.25 + }, + { + "step": 26, + "loss": 1.1719268513843417e-05, + "lyap1_mean": 0.0003678679931908846, + "lyap1_max": 0.004731365479528904, + "lyap_mean": -0.002089693443849683, + "volume_mean": -0.002089693443849683, + "volume_max": -0.00021472584921866655, + "frac_active": 0.1875 + }, + { + "step": 27, + "loss": 4.070888280693907e-06, + "lyap1_mean": -0.00036100720171816647, + "lyap1_max": 0.0010799058945849538, + "lyap_mean": -2.592045348137617e-05, + "volume_mean": -2.592045348137617e-05, + "volume_max": 0.0023631516378372908, + "frac_active": 0.375 + }, + { + "step": 28, + "loss": 2.175086410716176e-05, + "lyap1_mean": 0.0033394829370081425, + "lyap1_max": 0.009081194177269936, + "lyap_mean": -3.370153717696667e-05, + "volume_mean": -3.370153717696667e-05, + "volume_max": 0.004637623205780983, + "frac_active": 0.5625 + }, + { + "step": 29, + "loss": 7.15911573934136e-06, + "lyap1_mean": 0.001252565998584032, + "lyap1_max": 0.004271641373634338, + "lyap_mean": 0.00036762189120054245, + "volume_mean": 0.00036762189120054245, + "volume_max": 0.002190068131312728, + "frac_active": 0.5625 + }, + { + "step": 30, + "loss": 5.942227289779112e-06, + "lyap1_mean": 0.0019278943073004484, + "lyap1_max": 0.005169117823243141, + "lyap_mean": 9.542772022541612e-05, + "volume_mean": 9.542772022541612e-05, + "volume_max": 0.0016197777586057782, + "frac_active": 0.5625 + }, + { + "step": 31, + "loss": 3.7945585063425824e-05, + "lyap1_mean": 0.005468540359288454, + "lyap1_max": 0.01814541034400463, + "lyap_mean": 0.0021462736185640097, + "volume_mean": 0.0021462736185640097, + "volume_max": 0.009018484503030777, + "frac_active": 0.5625 + }, + { + "step": 32, + "loss": 3.8452588341897354e-05, + "lyap1_mean": 0.0030613471753895283, + "lyap1_max": 0.013487845659255981, + "lyap_mean": 0.0007008020766079426, + "volume_mean": 0.0007008020766079426, + "volume_max": 0.0074862283654510975, + "frac_active": 0.4375 + }, + { + "step": 33, + "loss": 4.6201741497498006e-05, + "lyap1_mean": 0.0003847230691462755, + "lyap1_max": 0.015886245295405388, + "lyap_mean": -0.0029411274008452892, + "volume_mean": -0.0029411274008452892, + "volume_max": 0.0043827202171087265, + "frac_active": 0.125 + }, + { + "step": 34, + "loss": 2.5967867259168997e-05, + "lyap1_mean": 0.003192182397469878, + "lyap1_max": 0.010001001879572868, + "lyap_mean": 0.0009006554028019309, + "volume_mean": 0.0009006554028019309, + "volume_max": 0.0055684116668999195, + "frac_active": 0.5 + }, + { + "step": 35, + "loss": 2.0713940102723427e-05, + "lyap1_mean": 0.00468451390042901, + "lyap1_max": 0.009561309590935707, + "lyap_mean": 0.0009541435865685344, + "volume_mean": 0.0009541435865685344, + "volume_max": 0.005323043558746576, + "frac_active": 0.5625 + }, + { + "step": 36, + "loss": 1.5449850252480246e-05, + "lyap1_mean": 0.0012781101977452636, + "lyap1_max": 0.004318989347666502, + "lyap_mean": 0.0020210216753184795, + "volume_mean": 0.0020210216753184795, + "volume_max": 0.005496939178556204, + "frac_active": 0.625 + }, + { + "step": 37, + "loss": 2.441444667056203e-05, + "lyap1_mean": 0.0006517531001009047, + "lyap1_max": 0.005341615993529558, + "lyap_mean": 0.000448794336989522, + "volume_mean": 0.000448794336989522, + "volume_max": 0.007774122059345245, + "frac_active": 0.375 + }, + { + "step": 38, + "loss": 1.9886758309439756e-05, + "lyap1_mean": 0.0060579814016819, + "lyap1_max": 0.012680213898420334, + "lyap_mean": 0.002823153045028448, + "volume_mean": 0.002823153045028448, + "volume_max": 0.005370205733925104, + "frac_active": 0.9375 + }, + { + "step": 39, + "loss": 5.229229645919986e-05, + "lyap1_mean": 0.0049484167248010635, + "lyap1_max": 0.01732679270207882, + "lyap_mean": 0.0029187218751758337, + "volume_mean": 0.0029187218751758337, + "volume_max": 0.012532711960375309, + "frac_active": 0.5 + }, + { + "step": 40, + "loss": 2.1032219592598267e-05, + "lyap1_mean": 0.0038300054147839546, + "lyap1_max": 0.016110312193632126, + "lyap_mean": 0.00012838718248531222, + "volume_mean": 0.00012838718248531222, + "volume_max": 0.0021551912650465965, + "frac_active": 0.375 + }, + { + "step": 41, + "loss": 4.0727976738708094e-05, + "lyap1_mean": 0.006530325394123793, + "lyap1_max": 0.01692783273756504, + "lyap_mean": 0.0016485857777297497, + "volume_mean": 0.0016485857777297497, + "volume_max": 0.007898649200797081, + "frac_active": 0.4375 + }, + { + "step": 42, + "loss": 4.1961815441027284e-05, + "lyap1_mean": -0.004715825896710157, + "lyap1_max": 0.0011278726160526276, + "lyap_mean": -0.002982247155159712, + "volume_mean": -0.002982247155159712, + "volume_max": 0.0037346938624978065, + "frac_active": 0.3125 + }, + { + "step": 43, + "loss": 3.232544622733258e-05, + "lyap1_mean": 0.002679804340004921, + "lyap1_max": 0.01564677245914936, + "lyap_mean": 0.0009787172311916947, + "volume_mean": 0.0009787172311916947, + "volume_max": 0.005492952652275562, + "frac_active": 0.5 + }, + { + "step": 44, + "loss": 2.9113378332112916e-05, + "lyap1_mean": 0.0023150101769715548, + "lyap1_max": 0.005547229666262865, + "lyap_mean": 0.0018657506443560123, + "volume_mean": 0.0018657506443560123, + "volume_max": 0.006904625799506903, + "frac_active": 0.5625 + }, + { + "step": 45, + "loss": 4.017401079181582e-05, + "lyap1_mean": 0.00795257743448019, + "lyap1_max": 0.01947280578315258, + "lyap_mean": 0.002466368954628706, + "volume_mean": 0.002466368954628706, + "volume_max": 0.008650359697639942, + "frac_active": 0.625 + }, + { + "step": 46, + "loss": 2.576460610725917e-05, + "lyap1_mean": 0.002130387118086219, + "lyap1_max": 0.006871204357594252, + "lyap_mean": 0.00127641879953444, + "volume_mean": 0.00127641879953444, + "volume_max": 0.006836941000074148, + "frac_active": 0.5625 + }, + { + "step": 47, + "loss": 2.3044478439260274e-05, + "lyap1_mean": 0.0015830823685973883, + "lyap1_max": 0.004327992908656597, + "lyap_mean": 0.0016272938810288906, + "volume_mean": 0.0016272938810288906, + "volume_max": 0.004176669288426638, + "frac_active": 0.625 + }, + { + "step": 48, + "loss": 6.498257425846532e-05, + "lyap1_mean": 0.0077742827124893665, + "lyap1_max": 0.018166743218898773, + "lyap_mean": 0.004010398872196674, + "volume_mean": 0.004010398872196674, + "volume_max": 0.009840824641287327, + "frac_active": 0.6875 + }, + { + "step": 49, + "loss": 0.00010925819515250623, + "lyap1_mean": 0.006902484688907862, + "lyap1_max": 0.025454552844166756, + "lyap_mean": 0.003673181403428316, + "volume_mean": 0.003673181403428316, + "volume_max": 0.012385768815875053, + "frac_active": 0.5 + }, + { + "step": 50, + "loss": 6.481236778199673e-05, + "lyap1_mean": 0.008727040141820908, + "lyap1_max": 0.01852770708501339, + "lyap_mean": 0.004581456072628498, + "volume_mean": 0.004581456072628498, + "volume_max": 0.009774916805326939, + "frac_active": 0.75 + }, + { + "step": 51, + "loss": 1.2747736036544666e-05, + "lyap1_mean": 0.0014748240355402231, + "lyap1_max": 0.006208484992384911, + "lyap_mean": -0.0012262706877663732, + "volume_mean": -0.0012262706877663732, + "volume_max": 0.0003270528104621917, + "frac_active": 0.375 + }, + { + "step": 52, + "loss": 4.9021560698747635e-05, + "lyap1_mean": 0.00679395068436861, + "lyap1_max": 0.015413056127727032, + "lyap_mean": 0.0033040354028344154, + "volume_mean": 0.0033040354028344154, + "volume_max": 0.009431172162294388, + "frac_active": 0.625 + }, + { + "step": 53, + "loss": 2.1043068045401014e-05, + "lyap1_mean": 0.0053093633614480495, + "lyap1_max": 0.013311361894011497, + "lyap_mean": 0.0026235380209982395, + "volume_mean": 0.0026235380209982395, + "volume_max": 0.006083658896386623, + "frac_active": 0.875 + }, + { + "step": 54, + "loss": 1.6270514606731012e-05, + "lyap1_mean": 0.004515307489782572, + "lyap1_max": 0.008839957416057587, + "lyap_mean": 0.0007143386173993349, + "volume_mean": 0.0007143386173993349, + "volume_max": 0.002689812798053026, + "frac_active": 0.5 + }, + { + "step": 55, + "loss": 1.6189631423912942e-05, + "lyap1_mean": 0.0014849593862891197, + "lyap1_max": 0.002921764040365815, + "lyap_mean": 0.001956813968718052, + "volume_mean": 0.001956813968718052, + "volume_max": 0.0037307641468942165, + "frac_active": 0.8125 + }, + { + "step": 56, + "loss": 8.100321429083124e-05, + "lyap1_mean": 0.007080104202032089, + "lyap1_max": 0.032140787690877914, + "lyap_mean": 0.0025186524726450443, + "volume_mean": 0.0025186524726450443, + "volume_max": 0.013160429894924164, + "frac_active": 0.5 + }, + { + "step": 57, + "loss": 0.00011030500172637403, + "lyap1_mean": 0.00958231557160616, + "lyap1_max": 0.038574445992708206, + "lyap_mean": 0.003123574424535036, + "volume_mean": 0.003123574424535036, + "volume_max": 0.007835272699594498, + "frac_active": 0.5625 + }, + { + "step": 58, + "loss": 4.481707946979441e-05, + "lyap1_mean": 0.007923108525574207, + "lyap1_max": 0.02233012020587921, + "lyap_mean": 0.00095074821729213, + "volume_mean": 0.00095074821729213, + "volume_max": 0.0038847210817039013, + "frac_active": 0.5625 + }, + { + "step": 59, + "loss": 2.9989483664394356e-05, + "lyap1_mean": 0.0036335664335638285, + "lyap1_max": 0.01207960769534111, + "lyap_mean": 0.001264939084649086, + "volume_mean": 0.001264939084649086, + "volume_max": 0.006673576310276985, + "frac_active": 0.5 + }, + { + "step": 60, + "loss": 0.00013562339881900698, + "lyap1_mean": 0.011225897818803787, + "lyap1_max": 0.03716106340289116, + "lyap_mean": 0.004159254487603903, + "volume_mean": 0.004159254487603903, + "volume_max": 0.013267513364553452, + "frac_active": 0.625 + }, + { + "step": 61, + "loss": 0.00016031466657295823, + "lyap1_mean": 0.007405639626085758, + "lyap1_max": 0.02801068313419819, + "lyap_mean": 0.00511376466602087, + "volume_mean": 0.00511376466602087, + "volume_max": 0.022265110164880753, + "frac_active": 0.625 + }, + { + "step": 62, + "loss": 4.263038499630056e-05, + "lyap1_mean": 0.004985262174159288, + "lyap1_max": 0.015451982617378235, + "lyap_mean": 0.0030785398557782173, + "volume_mean": 0.0030785398557782173, + "volume_max": 0.00830996222794056, + "frac_active": 0.625 + }, + { + "step": 63, + "loss": 0.00014857275527901947, + "lyap1_mean": 0.013872263953089714, + "lyap1_max": 0.02956268936395645, + "lyap_mean": 0.009263553656637669, + "volume_mean": 0.009263553656637669, + "volume_max": 0.019941329956054688, + "frac_active": 0.9375 + }, + { + "step": 64, + "loss": 3.476507845334709e-05, + "lyap1_mean": 0.0063762543722987175, + "lyap1_max": 0.012958339415490627, + "lyap_mean": 0.004051056690514088, + "volume_mean": 0.004051056690514088, + "volume_max": 0.006674908101558685, + "frac_active": 0.8125 + }, + { + "step": 65, + "loss": 5.6824868806870654e-05, + "lyap1_mean": 0.004547476768493652, + "lyap1_max": 0.01573990285396576, + "lyap_mean": 0.004848785232752562, + "volume_mean": 0.004848785232752562, + "volume_max": 0.012775658629834652, + "frac_active": 0.9375 + }, + { + "step": 66, + "loss": 8.078024256974459e-05, + "lyap1_mean": 0.005904420278966427, + "lyap1_max": 0.01095585711300373, + "lyap_mean": 0.006560123525559902, + "volume_mean": 0.006560123525559902, + "volume_max": 0.010224970057606697, + "frac_active": 0.9375 + }, + { + "step": 67, + "loss": 5.44987888133619e-05, + "lyap1_mean": 0.003361025359481573, + "lyap1_max": 0.01628616265952587, + "lyap_mean": 0.003801696002483368, + "volume_mean": 0.003801696002483368, + "volume_max": 0.013073880225419998, + "frac_active": 0.5 + }, + { + "step": 68, + "loss": 2.3549488105345517e-05, + "lyap1_mean": 0.005485902074724436, + "lyap1_max": 0.006903241388499737, + "lyap_mean": 0.00413945596665144, + "volume_mean": 0.00413945596665144, + "volume_max": 0.005443914793431759, + "frac_active": 1.0 + }, + { + "step": 69, + "loss": 1.9715043890755624e-05, + "lyap1_mean": 0.005086834542453289, + "lyap1_max": 0.012760665267705917, + "lyap_mean": 0.00248796702362597, + "volume_mean": 0.00248796702362597, + "volume_max": 0.00350972986780107, + "frac_active": 0.8125 + }, + { + "step": 70, + "loss": 0.0003517169679980725, + "lyap1_mean": 0.026612605899572372, + "lyap1_max": 0.04747346043586731, + "lyap_mean": 0.01181647926568985, + "volume_mean": 0.01181647926568985, + "volume_max": 0.02358890324831009, + "frac_active": 0.8125 + }, + { + "step": 71, + "loss": 0.0001536794297862798, + "lyap1_mean": 0.01596866361796856, + "lyap1_max": 0.02893483079969883, + "lyap_mean": 0.008886145427823067, + "volume_mean": 0.008886145427823067, + "volume_max": 0.016374818980693817, + "frac_active": 0.875 + }, + { + "step": 72, + "loss": 3.0085800972301513e-05, + "lyap1_mean": 0.0024363063275814056, + "lyap1_max": 0.0047836811281740665, + "lyap_mean": 0.0027362003456801176, + "volume_mean": 0.0027362003456801176, + "volume_max": 0.005938385613262653, + "frac_active": 0.75 + }, + { + "step": 73, + "loss": 9.162224887404591e-05, + "lyap1_mean": 0.012106487527489662, + "lyap1_max": 0.02182956039905548, + "lyap_mean": 0.007589889690279961, + "volume_mean": 0.007589889690279961, + "volume_max": 0.010213811881840229, + "frac_active": 0.9375 + }, + { + "step": 74, + "loss": 3.326655860291794e-05, + "lyap1_mean": 0.006310608703643084, + "lyap1_max": 0.01891176402568817, + "lyap_mean": 0.002291374607011676, + "volume_mean": 0.002291374607011676, + "volume_max": 0.006306069903075695, + "frac_active": 0.6875 + }, + { + "step": 75, + "loss": 4.804433410754427e-05, + "lyap1_mean": 0.0020949379540979862, + "lyap1_max": 0.00801580399274826, + "lyap_mean": 0.0032078451476991177, + "volume_mean": 0.0032078451476991177, + "volume_max": 0.010549980215728283, + "frac_active": 0.625 + }, + { + "step": 76, + "loss": 4.891674325335771e-05, + "lyap1_mean": 0.008300995454192162, + "lyap1_max": 0.01427316665649414, + "lyap_mean": 0.004906142596155405, + "volume_mean": 0.004906142596155405, + "volume_max": 0.007963165640830994, + "frac_active": 0.875 + }, + { + "step": 77, + "loss": 0.0001631612831261009, + "lyap1_mean": 0.009660178795456886, + "lyap1_max": 0.01775107905268669, + "lyap_mean": 0.008171929977834225, + "volume_mean": 0.008171929977834225, + "volume_max": 0.015572738833725452, + "frac_active": 0.875 + }, + { + "step": 78, + "loss": 4.274508683010936e-05, + "lyap1_mean": 0.007815227843821049, + "lyap1_max": 0.01846477948129177, + "lyap_mean": 0.004539594054222107, + "volume_mean": 0.004539594054222107, + "volume_max": 0.007355271838605404, + "frac_active": 0.875 + }, + { + "step": 79, + "loss": 1.7534108337713405e-05, + "lyap1_mean": 0.002392165595665574, + "lyap1_max": 0.007052071392536163, + "lyap_mean": 0.002119768410921097, + "volume_mean": 0.002119768410921097, + "volume_max": 0.004346516914665699, + "frac_active": 0.6875 + }, + { + "step": 80, + "loss": 9.961867181118578e-05, + "lyap1_mean": 0.0105975903570652, + "lyap1_max": 0.0275515615940094, + "lyap_mean": 0.00623239204287529, + "volume_mean": 0.00623239204287529, + "volume_max": 0.011475380510091782, + "frac_active": 0.875 + }, + { + "step": 81, + "loss": 2.7949510695179924e-05, + "lyap1_mean": 0.002199373207986355, + "lyap1_max": 0.005348933394998312, + "lyap_mean": 0.002287032315507531, + "volume_mean": 0.002287032315507531, + "volume_max": 0.007013630121946335, + "frac_active": 0.6875 + }, + { + "step": 82, + "loss": 4.217751120449975e-05, + "lyap1_mean": 0.006515288259834051, + "lyap1_max": 0.015206446871161461, + "lyap_mean": 0.004379970952868462, + "volume_mean": 0.004379970952868462, + "volume_max": 0.007497282233089209, + "frac_active": 0.75 + }, + { + "step": 83, + "loss": 2.9327393349376507e-05, + "lyap1_mean": 0.007192583754658699, + "lyap1_max": 0.010111481882631779, + "lyap_mean": 0.003212817246094346, + "volume_mean": 0.003212817246094346, + "volume_max": 0.006673683412373066, + "frac_active": 0.75 + }, + { + "step": 84, + "loss": 8.582270675105974e-05, + "lyap1_mean": 0.01039859838783741, + "lyap1_max": 0.021566053852438927, + "lyap_mean": 0.006177600473165512, + "volume_mean": 0.006177600473165512, + "volume_max": 0.010421531274914742, + "frac_active": 0.75 + }, + { + "step": 85, + "loss": 0.0001097785570891574, + "lyap1_mean": 0.011388476938009262, + "lyap1_max": 0.025547074154019356, + "lyap_mean": 0.008091219700872898, + "volume_mean": 0.008091219700872898, + "volume_max": 0.0162345040589571, + "frac_active": 0.875 + }, + { + "step": 86, + "loss": 1.5708539649494924e-05, + "lyap1_mean": 0.001239875564351678, + "lyap1_max": 0.00764253456145525, + "lyap_mean": 0.0009366538724862039, + "volume_mean": 0.0009366538724862039, + "volume_max": 0.006676415912806988, + "frac_active": 0.5625 + }, + { + "step": 87, + "loss": 7.891564746387303e-05, + "lyap1_mean": 0.01135177444666624, + "lyap1_max": 0.019016049802303314, + "lyap_mean": 0.005323105026036501, + "volume_mean": 0.005323105026036501, + "volume_max": 0.010386891663074493, + "frac_active": 0.6875 + }, + { + "step": 88, + "loss": 3.486194327706471e-05, + "lyap1_mean": 0.005790080409497023, + "lyap1_max": 0.015094849281013012, + "lyap_mean": 0.003916583955287933, + "volume_mean": 0.003916583955287933, + "volume_max": 0.005605315789580345, + "frac_active": 0.8125 + }, + { + "step": 89, + "loss": 2.5011733669089153e-05, + "lyap1_mean": 0.0008519461844116449, + "lyap1_max": 0.007456675171852112, + "lyap_mean": 0.0016157454811036587, + "volume_mean": 0.0016157454811036587, + "volume_max": 0.006401583552360535, + "frac_active": 0.625 + }, + { + "step": 90, + "loss": 5.0341659516561776e-05, + "lyap1_mean": 0.004580507520586252, + "lyap1_max": 0.010397984646260738, + "lyap_mean": 0.0031464039348065853, + "volume_mean": 0.0031464039348065853, + "volume_max": 0.006983866915106773, + "frac_active": 0.625 + }, + { + "step": 91, + "loss": 6.172514986246824e-05, + "lyap1_mean": 0.006287062540650368, + "lyap1_max": 0.018892941996455193, + "lyap_mean": 0.004910397343337536, + "volume_mean": 0.004910397343337536, + "volume_max": 0.01066338736563921, + "frac_active": 0.8125 + }, + { + "step": 92, + "loss": 3.512121475068852e-05, + "lyap1_mean": 0.0022492939606308937, + "lyap1_max": 0.006905716843903065, + "lyap_mean": 0.0028655221685767174, + "volume_mean": 0.0028655221685767174, + "volume_max": 0.007673888932913542, + "frac_active": 0.625 + }, + { + "step": 93, + "loss": 4.213626016280614e-05, + "lyap1_mean": 0.004794035106897354, + "lyap1_max": 0.009797288104891777, + "lyap_mean": 0.003157299244776368, + "volume_mean": 0.003157299244776368, + "volume_max": 0.010682055726647377, + "frac_active": 0.6875 + }, + { + "step": 94, + "loss": 5.275301373330876e-05, + "lyap1_mean": 0.0071257115341722965, + "lyap1_max": 0.013284287415444851, + "lyap_mean": 0.005301498342305422, + "volume_mean": 0.005301498342305422, + "volume_max": 0.00860334187746048, + "frac_active": 0.9375 + }, + { + "step": 95, + "loss": 2.352277806494385e-05, + "lyap1_mean": 0.004804166033864021, + "lyap1_max": 0.007195203099399805, + "lyap_mean": 0.002069107023999095, + "volume_mean": 0.002069107023999095, + "volume_max": 0.005146830342710018, + "frac_active": 0.6875 + }, + { + "step": 96, + "loss": 2.7470152417663485e-05, + "lyap1_mean": 0.002747274236753583, + "lyap1_max": 0.010871556587517262, + "lyap_mean": 0.002268444048240781, + "volume_mean": 0.002268444048240781, + "volume_max": 0.005974547006189823, + "frac_active": 0.625 + }, + { + "step": 97, + "loss": 2.5475468646618538e-05, + "lyap1_mean": 0.001340493792667985, + "lyap1_max": 0.013850828632712364, + "lyap_mean": -0.0006767612649127841, + "volume_mean": -0.0006767612649127841, + "volume_max": 0.00672754505649209, + "frac_active": 0.3125 + }, + { + "step": 98, + "loss": 7.971482409629971e-05, + "lyap1_mean": 0.01513952948153019, + "lyap1_max": 0.01959117501974106, + "lyap_mean": 0.0067874714732170105, + "volume_mean": 0.0067874714732170105, + "volume_max": 0.007865307852625847, + "frac_active": 0.875 + }, + { + "step": 99, + "loss": 9.801943087950349e-05, + "lyap1_mean": 0.010228682309389114, + "lyap1_max": 0.02092105522751808, + "lyap_mean": 0.0041815852746367455, + "volume_mean": 0.0041815852746367455, + "volume_max": 0.012048289179801941, + "frac_active": 0.625 + }, + { + "step": 100, + "loss": 3.4576070902403444e-05, + "lyap1_mean": 0.003947288263589144, + "lyap1_max": 0.012038628570735455, + "lyap_mean": 0.0030178437009453773, + "volume_mean": 0.0030178437009453773, + "volume_max": 0.007035683840513229, + "frac_active": 0.625 + }, + { + "step": 101, + "loss": 6.79934601066634e-05, + "lyap1_mean": 0.009821003302931786, + "lyap1_max": 0.014370017684996128, + "lyap_mean": 0.006928974762558937, + "volume_mean": 0.006928974762558937, + "volume_max": 0.009792635217308998, + "frac_active": 1.0 + }, + { + "step": 102, + "loss": 1.982388312171679e-05, + "lyap1_mean": -0.002668687142431736, + "lyap1_max": 0.003004836617037654, + "lyap_mean": -0.0017923102714121342, + "volume_mean": -0.0017923102714121342, + "volume_max": 0.0023292694240808487, + "frac_active": 0.25 + }, + { + "step": 103, + "loss": 0.00010922932415269315, + "lyap1_mean": 0.0006777598755434155, + "lyap1_max": 0.006764660589396954, + "lyap_mean": 0.0028251358307898045, + "volume_mean": 0.0028251358307898045, + "volume_max": 0.0119482995942235, + "frac_active": 0.4375 + }, + { + "step": 104, + "loss": 7.361655298154801e-05, + "lyap1_mean": 0.010243224911391735, + "lyap1_max": 0.017872117459774017, + "lyap_mean": 0.005326459184288979, + "volume_mean": 0.005326459184288979, + "volume_max": 0.009922560304403305, + "frac_active": 0.625 + }, + { + "step": 105, + "loss": 0.0001552934991195798, + "lyap1_mean": 0.013388242572546005, + "lyap1_max": 0.024261824786663055, + "lyap_mean": 0.010263936594128609, + "volume_mean": 0.010263936594128609, + "volume_max": 0.01689726486802101, + "frac_active": 1.0 + }, + { + "step": 106, + "loss": 6.462959572672844e-05, + "lyap1_mean": 0.012635022401809692, + "lyap1_max": 0.0211781058460474, + "lyap_mean": 0.004296168684959412, + "volume_mean": 0.004296168684959412, + "volume_max": 0.006932308431714773, + "frac_active": 0.6875 + }, + { + "step": 107, + "loss": 7.535551412729546e-05, + "lyap1_mean": 0.00884329155087471, + "lyap1_max": 0.019512131810188293, + "lyap_mean": 0.005574031267315149, + "volume_mean": 0.005574031267315149, + "volume_max": 0.011298863217234612, + "frac_active": 0.8125 + }, + { + "step": 108, + "loss": 5.8699093642644584e-05, + "lyap1_mean": 0.012255381792783737, + "lyap1_max": 0.014464632607996464, + "lyap_mean": 0.005437428131699562, + "volume_mean": 0.005437428131699562, + "volume_max": 0.008399687707424164, + "frac_active": 0.875 + }, + { + "step": 109, + "loss": 6.253449828363955e-05, + "lyap1_mean": 0.0075049265287816525, + "lyap1_max": 0.011357382871210575, + "lyap_mean": 0.0056106410920619965, + "volume_mean": 0.0056106410920619965, + "volume_max": 0.010366931557655334, + "frac_active": 0.8125 + }, + { + "step": 110, + "loss": 6.267832941375673e-05, + "lyap1_mean": 0.009317601099610329, + "lyap1_max": 0.022408120334148407, + "lyap_mean": 0.006099015474319458, + "volume_mean": 0.006099015474319458, + "volume_max": 0.0078032733872532845, + "frac_active": 1.0 + }, + { + "step": 111, + "loss": 0.00017942080739885569, + "lyap1_mean": 0.011601138859987259, + "lyap1_max": 0.022626223042607307, + "lyap_mean": 0.009501895867288113, + "volume_mean": 0.009501895867288113, + "volume_max": 0.013928284868597984, + "frac_active": 0.875 + }, + { + "step": 112, + "loss": 0.0004247564938850701, + "lyap1_mean": 0.027878811582922935, + "lyap1_max": 0.06279142200946808, + "lyap_mean": 0.01555725373327732, + "volume_mean": 0.01555725373327732, + "volume_max": 0.02402675524353981, + "frac_active": 1.0 + }, + { + "step": 113, + "loss": 8.860275556799024e-05, + "lyap1_mean": 0.012055100873112679, + "lyap1_max": 0.015765396878123283, + "lyap_mean": 0.008655298501253128, + "volume_mean": 0.008655298501253128, + "volume_max": 0.010841766372323036, + "frac_active": 1.0 + }, + { + "step": 114, + "loss": 6.077001307858154e-05, + "lyap1_mean": 0.008716713637113571, + "lyap1_max": 0.015254083089530468, + "lyap_mean": 0.006271115969866514, + "volume_mean": 0.006271115969866514, + "volume_max": 0.012554092332720757, + "frac_active": 0.875 + }, + { + "step": 115, + "loss": 0.0001717798731988296, + "lyap1_mean": 0.012507015839219093, + "lyap1_max": 0.03505360707640648, + "lyap_mean": 0.009161241352558136, + "volume_mean": 0.009161241352558136, + "volume_max": 0.023032717406749725, + "frac_active": 0.9375 + }, + { + "step": 116, + "loss": 0.00010428695532027632, + "lyap1_mean": 0.010913992300629616, + "lyap1_max": 0.021418394520878792, + "lyap_mean": 0.008163878694176674, + "volume_mean": 0.008163878694176674, + "volume_max": 0.01332814246416092, + "frac_active": 0.9375 + }, + { + "step": 117, + "loss": 3.964194911532104e-05, + "lyap1_mean": 0.006518860347568989, + "lyap1_max": 0.008882977068424225, + "lyap_mean": 0.004857377149164677, + "volume_mean": 0.004857377149164677, + "volume_max": 0.008685583248734474, + "frac_active": 0.75 + }, + { + "step": 118, + "loss": 0.0001485265966039151, + "lyap1_mean": 0.009294361807405949, + "lyap1_max": 0.016171710565686226, + "lyap_mean": 0.008787393569946289, + "volume_mean": 0.008787393569946289, + "volume_max": 0.017155680805444717, + "frac_active": 0.875 + }, + { + "step": 119, + "loss": 0.00020178710110485554, + "lyap1_mean": 0.017636246979236603, + "lyap1_max": 0.0244614090770483, + "lyap_mean": 0.011708389967679977, + "volume_mean": 0.011708389967679977, + "volume_max": 0.01853933185338974, + "frac_active": 1.0 + }, + { + "step": 120, + "loss": 0.00012338753731455654, + "lyap1_mean": 0.01136532612144947, + "lyap1_max": 0.017041776329278946, + "lyap_mean": 0.010592419654130936, + "volume_mean": 0.010592419654130936, + "volume_max": 0.013291193172335625, + "frac_active": 1.0 + }, + { + "step": 121, + "loss": 0.0002258602762594819, + "lyap1_mean": 0.010454668663442135, + "lyap1_max": 0.015639973804354668, + "lyap_mean": 0.012404466047883034, + "volume_mean": 0.012404466047883034, + "volume_max": 0.01908407174050808, + "frac_active": 1.0 + }, + { + "step": 122, + "loss": 0.0001045131721184589, + "lyap1_mean": 0.011575723066926003, + "lyap1_max": 0.02266102097928524, + "lyap_mean": 0.008644739165902138, + "volume_mean": 0.008644739165902138, + "volume_max": 0.010401129722595215, + "frac_active": 1.0 + }, + { + "step": 123, + "loss": 0.00022890347463544458, + "lyap1_mean": 0.02137650176882744, + "lyap1_max": 0.04591316729784012, + "lyap_mean": 0.01101529411971569, + "volume_mean": 0.01101529411971569, + "volume_max": 0.01507313922047615, + "frac_active": 1.0 + }, + { + "step": 124, + "loss": 0.00011399971845094115, + "lyap1_mean": 0.012199112214148045, + "lyap1_max": 0.014623478055000305, + "lyap_mean": 0.009096960537135601, + "volume_mean": 0.009096960537135601, + "volume_max": 0.014012033119797707, + "frac_active": 0.9375 + }, + { + "step": 125, + "loss": 0.00017149503401014954, + "lyap1_mean": 0.012643612921237946, + "lyap1_max": 0.025385385379195213, + "lyap_mean": 0.010494636371731758, + "volume_mean": 0.010494636371731758, + "volume_max": 0.022124575451016426, + "frac_active": 1.0 + }, + { + "step": 126, + "loss": 0.0001651056227274239, + "lyap1_mean": 0.01520735677331686, + "lyap1_max": 0.0231845173984766, + "lyap_mean": 0.010493403300642967, + "volume_mean": 0.010493403300642967, + "volume_max": 0.017468702048063278, + "frac_active": 0.9375 + }, + { + "step": 127, + "loss": 0.00018288567662239075, + "lyap1_mean": 0.016337795183062553, + "lyap1_max": 0.02237650565803051, + "lyap_mean": 0.011574935168027878, + "volume_mean": 0.011574935168027878, + "volume_max": 0.016206152737140656, + "frac_active": 0.9375 + }, + { + "step": 128, + "loss": 0.00021280297369230539, + "lyap1_mean": 0.01644884981215, + "lyap1_max": 0.029271628707647324, + "lyap_mean": 0.0124298594892025, + "volume_mean": 0.0124298594892025, + "volume_max": 0.01680217683315277, + "frac_active": 0.9375 + }, + { + "step": 129, + "loss": 0.0001682017173152417, + "lyap1_mean": 0.010094271041452885, + "lyap1_max": 0.022389184683561325, + "lyap_mean": 0.008838488720357418, + "volume_mean": 0.008838488720357418, + "volume_max": 0.018924089148640633, + "frac_active": 0.9375 + }, + { + "step": 130, + "loss": 0.00012260532821528614, + "lyap1_mean": 0.014843778684735298, + "lyap1_max": 0.02421124465763569, + "lyap_mean": 0.008040977641940117, + "volume_mean": 0.008040977641940117, + "volume_max": 0.014142586849629879, + "frac_active": 0.875 + }, + { + "step": 131, + "loss": 0.00011191236262675375, + "lyap1_mean": 0.011730598285794258, + "lyap1_max": 0.01599164679646492, + "lyap_mean": 0.00787796638906002, + "volume_mean": 0.00787796638906002, + "volume_max": 0.01191713660955429, + "frac_active": 0.875 + }, + { + "step": 132, + "loss": 0.00022694870131090283, + "lyap1_mean": 0.012056678533554077, + "lyap1_max": 0.026547174900770187, + "lyap_mean": 0.011420837603509426, + "volume_mean": 0.011420837603509426, + "volume_max": 0.02039470337331295, + "frac_active": 0.875 + }, + { + "step": 133, + "loss": 7.923968223622069e-05, + "lyap1_mean": 0.0072324383072555065, + "lyap1_max": 0.026358522474765778, + "lyap_mean": 0.005235959310084581, + "volume_mean": 0.005235959310084581, + "volume_max": 0.015345827676355839, + "frac_active": 0.8125 + }, + { + "step": 134, + "loss": 0.0001373029372189194, + "lyap1_mean": 0.01652440056204796, + "lyap1_max": 0.037866316735744476, + "lyap_mean": 0.008306828327476978, + "volume_mean": 0.008306828327476978, + "volume_max": 0.012976342812180519, + "frac_active": 1.0 + }, + { + "step": 135, + "loss": 0.00017492988263256848, + "lyap1_mean": 0.016953375190496445, + "lyap1_max": 0.030099885538220406, + "lyap_mean": 0.008575905114412308, + "volume_mean": 0.008575905114412308, + "volume_max": 0.013985120691359043, + "frac_active": 0.8125 + }, + { + "step": 136, + "loss": 0.0001166217407444492, + "lyap1_mean": 0.008328209631145, + "lyap1_max": 0.023543868213891983, + "lyap_mean": 0.007794371340423822, + "volume_mean": 0.007794371340423822, + "volume_max": 0.012816864997148514, + "frac_active": 0.875 + }, + { + "step": 137, + "loss": 8.712791895959526e-05, + "lyap1_mean": 0.007489662617444992, + "lyap1_max": 0.017240406945347786, + "lyap_mean": 0.004440601449459791, + "volume_mean": 0.004440601449459791, + "volume_max": 0.014926929958164692, + "frac_active": 0.75 + }, + { + "step": 138, + "loss": 0.00010814608685905114, + "lyap1_mean": 0.009933752939105034, + "lyap1_max": 0.02950591780245304, + "lyap_mean": 0.0038651246577501297, + "volume_mean": 0.0038651246577501297, + "volume_max": 0.014720659703016281, + "frac_active": 0.5625 + }, + { + "step": 139, + "loss": 6.653581658611074e-05, + "lyap1_mean": 0.010805075988173485, + "lyap1_max": 0.021854694932699203, + "lyap_mean": 0.00550383934751153, + "volume_mean": 0.00550383934751153, + "volume_max": 0.00785280205309391, + "frac_active": 0.875 + }, + { + "step": 140, + "loss": 6.032206511008553e-05, + "lyap1_mean": 0.011096636764705181, + "lyap1_max": 0.01574140042066574, + "lyap_mean": 0.0053510768339037895, + "volume_mean": 0.0053510768339037895, + "volume_max": 0.007689620368182659, + "frac_active": 0.875 + }, + { + "step": 141, + "loss": 7.569397712359205e-05, + "lyap1_mean": 0.01177574135363102, + "lyap1_max": 0.0191199891269207, + "lyap_mean": 0.006401042453944683, + "volume_mean": 0.006401042453944683, + "volume_max": 0.00796013418585062, + "frac_active": 0.9375 + }, + { + "step": 142, + "loss": 9.328862506663427e-05, + "lyap1_mean": 0.010408855974674225, + "lyap1_max": 0.017927397042512894, + "lyap_mean": 0.006880516652017832, + "volume_mean": 0.006880516652017832, + "volume_max": 0.013171297498047352, + "frac_active": 0.875 + }, + { + "step": 143, + "loss": 5.9526912082219496e-05, + "lyap1_mean": 0.006265740841627121, + "lyap1_max": 0.011809896677732468, + "lyap_mean": 0.0037190327420830727, + "volume_mean": 0.0037190327420830727, + "volume_max": 0.009190568700432777, + "frac_active": 0.625 + }, + { + "step": 144, + "loss": 0.00014504705904982984, + "lyap1_mean": 0.014208225533366203, + "lyap1_max": 0.024472324177622795, + "lyap_mean": 0.007809396833181381, + "volume_mean": 0.007809396833181381, + "volume_max": 0.016170870512723923, + "frac_active": 0.625 + }, + { + "step": 145, + "loss": 4.7382556658703834e-05, + "lyap1_mean": 0.002684779465198517, + "lyap1_max": 0.007151004858314991, + "lyap_mean": 0.0031286142766475677, + "volume_mean": 0.0031286142766475677, + "volume_max": 0.005852506496012211, + "frac_active": 0.8125 + }, + { + "step": 146, + "loss": 9.041043813340366e-05, + "lyap1_mean": 0.012375347316265106, + "lyap1_max": 0.020389368757605553, + "lyap_mean": 0.00729003269225359, + "volume_mean": 0.00729003269225359, + "volume_max": 0.012344803661108017, + "frac_active": 0.9375 + }, + { + "step": 147, + "loss": 8.247977530118078e-05, + "lyap1_mean": 0.011202475056052208, + "lyap1_max": 0.02791622467339039, + "lyap_mean": 0.005275284871459007, + "volume_mean": 0.005275284871459007, + "volume_max": 0.011183233931660652, + "frac_active": 0.8125 + }, + { + "step": 148, + "loss": 8.388190326513723e-05, + "lyap1_mean": 0.013113455846905708, + "lyap1_max": 0.024485880509018898, + "lyap_mean": 0.005242266692221165, + "volume_mean": 0.005242266692221165, + "volume_max": 0.008819769136607647, + "frac_active": 0.8125 + }, + { + "step": 149, + "loss": 0.00012875025277025998, + "lyap1_mean": 0.012761281803250313, + "lyap1_max": 0.02770169824361801, + "lyap_mean": 0.0069941310212016106, + "volume_mean": 0.0069941310212016106, + "volume_max": 0.01297255139797926, + "frac_active": 0.8125 + }, + { + "step": 150, + "loss": 6.547861266881227e-05, + "lyap1_mean": 0.00988548994064331, + "lyap1_max": 0.015524303540587425, + "lyap_mean": 0.0046540903858840466, + "volume_mean": 0.0046540903858840466, + "volume_max": 0.007865488529205322, + "frac_active": 0.75 + }, + { + "step": 151, + "loss": 4.711387009592727e-05, + "lyap1_mean": 0.006800736300647259, + "lyap1_max": 0.009501478634774685, + "lyap_mean": 0.003584453137591481, + "volume_mean": 0.003584453137591481, + "volume_max": 0.006709739565849304, + "frac_active": 0.6875 + }, + { + "step": 152, + "loss": 7.721340807620436e-06, + "lyap1_mean": 0.00028783001471310854, + "lyap1_max": 0.003970540594309568, + "lyap_mean": 0.00010688336624298245, + "volume_mean": 0.00010688336624298245, + "volume_max": 0.002978721633553505, + "frac_active": 0.5 + }, + { + "step": 153, + "loss": 3.2359424949390814e-05, + "lyap1_mean": 0.007310207933187485, + "lyap1_max": 0.012672838754951954, + "lyap_mean": 0.003325710305944085, + "volume_mean": 0.003325710305944085, + "volume_max": 0.006171072367578745, + "frac_active": 0.75 + }, + { + "step": 154, + "loss": 4.064508539158851e-05, + "lyap1_mean": 0.0057700988836586475, + "lyap1_max": 0.017336400225758553, + "lyap_mean": 0.002171508502215147, + "volume_mean": 0.002171508502215147, + "volume_max": 0.006388072855770588, + "frac_active": 0.625 + }, + { + "step": 155, + "loss": 4.331915988586843e-05, + "lyap1_mean": 0.004901004955172539, + "lyap1_max": 0.018268626183271408, + "lyap_mean": 0.0010554473847150803, + "volume_mean": 0.0010554473847150803, + "volume_max": 0.006953513715416193, + "frac_active": 0.5 + }, + { + "step": 156, + "loss": 8.183560566976666e-05, + "lyap1_mean": 0.009520972147583961, + "lyap1_max": 0.022487452253699303, + "lyap_mean": 0.005471277981996536, + "volume_mean": 0.005471277981996536, + "volume_max": 0.0101685905829072, + "frac_active": 0.6875 + }, + { + "step": 157, + "loss": 7.016753806965426e-05, + "lyap1_mean": 0.004016244783997536, + "lyap1_max": 0.008502994664013386, + "lyap_mean": 0.003429466625675559, + "volume_mean": 0.003429466625675559, + "volume_max": 0.011108692735433578, + "frac_active": 0.625 + }, + { + "step": 158, + "loss": 6.451653462136164e-05, + "lyap1_mean": 0.004278156906366348, + "lyap1_max": 0.008514783345162868, + "lyap_mean": 0.0053419629111886024, + "volume_mean": 0.0053419629111886024, + "volume_max": 0.008599834516644478, + "frac_active": 0.875 + }, + { + "step": 159, + "loss": 0.00025758976698853076, + "lyap1_mean": 0.015581214800477028, + "lyap1_max": 0.04103671386837959, + "lyap_mean": 0.008640088140964508, + "volume_mean": 0.008640088140964508, + "volume_max": 0.0226861834526062, + "frac_active": 0.6875 + }, + { + "step": 160, + "loss": 0.00010919239139184356, + "lyap1_mean": 0.004988512955605984, + "lyap1_max": 0.00785018503665924, + "lyap_mean": 0.006346448790282011, + "volume_mean": 0.006346448790282011, + "volume_max": 0.012218674644827843, + "frac_active": 0.6875 + }, + { + "step": 161, + "loss": 0.00020040417439304292, + "lyap1_mean": 0.019051790237426758, + "lyap1_max": 0.03503752499818802, + "lyap_mean": 0.009234221652150154, + "volume_mean": 0.009234221652150154, + "volume_max": 0.019074248149991035, + "frac_active": 0.8125 + }, + { + "step": 162, + "loss": 2.415576091152616e-05, + "lyap1_mean": 0.005358345806598663, + "lyap1_max": 0.007914056070148945, + "lyap_mean": 0.0023326375521719456, + "volume_mean": 0.0023326375521719456, + "volume_max": 0.0035487920977175236, + "frac_active": 0.75 + }, + { + "step": 163, + "loss": 0.00017919106176123023, + "lyap1_mean": 0.010934703052043915, + "lyap1_max": 0.0297528225928545, + "lyap_mean": 0.009291431866586208, + "volume_mean": 0.009291431866586208, + "volume_max": 0.019079342484474182, + "frac_active": 0.875 + }, + { + "step": 164, + "loss": 7.263547013280913e-05, + "lyap1_mean": 0.006960766389966011, + "lyap1_max": 0.0172323826700449, + "lyap_mean": 0.0015018718549981713, + "volume_mean": 0.0015018718549981713, + "volume_max": 0.005239875055849552, + "frac_active": 0.5625 + }, + { + "step": 165, + "loss": 6.740674143657088e-05, + "lyap1_mean": 0.009243862703442574, + "lyap1_max": 0.029267115518450737, + "lyap_mean": 0.0018904847092926502, + "volume_mean": 0.0018904847092926502, + "volume_max": 0.010549873113632202, + "frac_active": 0.5625 + }, + { + "step": 166, + "loss": 6.163812940940261e-05, + "lyap1_mean": 0.004001351539045572, + "lyap1_max": 0.017115579918026924, + "lyap_mean": 0.0020399955101311207, + "volume_mean": 0.0020399955101311207, + "volume_max": 0.011740929447114468, + "frac_active": 0.5625 + }, + { + "step": 167, + "loss": 0.00015280117804650217, + "lyap1_mean": 0.014949488453567028, + "lyap1_max": 0.036726776510477066, + "lyap_mean": 0.004475651774555445, + "volume_mean": 0.004475651774555445, + "volume_max": 0.0180299561470747, + "frac_active": 0.5625 + }, + { + "step": 168, + "loss": 1.7015403500408866e-05, + "lyap1_mean": 0.0013968104030936956, + "lyap1_max": 0.008502167649567127, + "lyap_mean": -0.0006954295095056295, + "volume_mean": -0.0006954295095056295, + "volume_max": 0.0009311838075518608, + "frac_active": 0.5 + }, + { + "step": 169, + "loss": 6.676301563857123e-05, + "lyap1_mean": 0.008930208161473274, + "lyap1_max": 0.014729312621057034, + "lyap_mean": 0.0029562946874648333, + "volume_mean": 0.0029562946874648333, + "volume_max": 0.006283091381192207, + "frac_active": 0.5625 + }, + { + "step": 170, + "loss": 3.4755474189296365e-05, + "lyap1_mean": 0.003474671393632889, + "lyap1_max": 0.010331075638532639, + "lyap_mean": 0.0014724015491083264, + "volume_mean": 0.0014724015491083264, + "volume_max": 0.00594758428633213, + "frac_active": 0.5625 + }, + { + "step": 171, + "loss": 4.547883872874081e-05, + "lyap1_mean": 0.003200326580554247, + "lyap1_max": 0.012864675372838974, + "lyap_mean": -0.00070403260178864, + "volume_mean": -0.00070403260178864, + "volume_max": 0.0067978245206177235, + "frac_active": 0.375 + }, + { + "step": 172, + "loss": 4.181547410553321e-05, + "lyap1_mean": 0.00733449961990118, + "lyap1_max": 0.010347040370106697, + "lyap_mean": 0.0005682732444256544, + "volume_mean": 0.0005682732444256544, + "volume_max": 0.0035445361863821745, + "frac_active": 0.625 + }, + { + "step": 173, + "loss": 3.110578836640343e-05, + "lyap1_mean": 0.002876688726246357, + "lyap1_max": 0.00788334384560585, + "lyap_mean": -0.0014223781181499362, + "volume_mean": -0.0014223781181499362, + "volume_max": 0.000976584735326469, + "frac_active": 0.375 + }, + { + "step": 174, + "loss": 5.736897583119571e-05, + "lyap1_mean": 0.004827214404940605, + "lyap1_max": 0.011642348021268845, + "lyap_mean": 0.0014610534999519587, + "volume_mean": 0.0014610534999519587, + "volume_max": 0.00687758345156908, + "frac_active": 0.625 + }, + { + "step": 175, + "loss": 3.54846051777713e-05, + "lyap1_mean": 0.0022545845713466406, + "lyap1_max": 0.007522179279476404, + "lyap_mean": -0.002548404037952423, + "volume_mean": -0.002548404037952423, + "volume_max": 0.001057324232533574, + "frac_active": 0.375 + }, + { + "step": 176, + "loss": 5.1229813834652305e-05, + "lyap1_mean": 0.0011672342661768198, + "lyap1_max": 0.017519216984510422, + "lyap_mean": -0.0024191413540393114, + "volume_mean": -0.0024191413540393114, + "volume_max": 0.006086423061788082, + "frac_active": 0.25 + }, + { + "step": 177, + "loss": 1.9043442080146633e-05, + "lyap1_mean": 0.002985532395541668, + "lyap1_max": 0.009113194420933723, + "lyap_mean": -0.0008484373684041202, + "volume_mean": -0.0008484373684041202, + "volume_max": 0.0029956053476780653, + "frac_active": 0.5 + }, + { + "step": 178, + "loss": 2.527931246731896e-05, + "lyap1_mean": -0.002287976210936904, + "lyap1_max": 0.0037268123123794794, + "lyap_mean": -0.0033281545620411634, + "volume_mean": -0.0033281545620411634, + "volume_max": -0.00015346886357292533, + "frac_active": 0.1875 + }, + { + "step": 179, + "loss": 0.00012877298286184669, + "lyap1_mean": 0.01264587976038456, + "lyap1_max": 0.03665415942668915, + "lyap_mean": 0.005017241463065147, + "volume_mean": 0.005017241463065147, + "volume_max": 0.01813521981239319, + "frac_active": 0.75 + }, + { + "step": 180, + "loss": 9.757553925737739e-06, + "lyap1_mean": 0.0010726028122007847, + "lyap1_max": 0.004508520010858774, + "lyap_mean": -0.0011167548364028335, + "volume_mean": -0.0011167548364028335, + "volume_max": 0.0005689801764674485, + "frac_active": 0.375 + }, + { + "step": 181, + "loss": 0.00013758873683400452, + "lyap1_mean": 0.011412682011723518, + "lyap1_max": 0.029501328244805336, + "lyap_mean": 0.00019923108629882336, + "volume_mean": 0.00019923108629882336, + "volume_max": 0.0057346271350979805, + "frac_active": 0.5 + }, + { + "step": 182, + "loss": 2.8339149139355868e-05, + "lyap1_mean": 0.002004544949159026, + "lyap1_max": 0.00681366166099906, + "lyap_mean": -0.00165932672098279, + "volume_mean": -0.00165932672098279, + "volume_max": 0.002438390627503395, + "frac_active": 0.4375 + }, + { + "step": 183, + "loss": 4.008943142252974e-05, + "lyap1_mean": 0.006705604027956724, + "lyap1_max": 0.015011431649327278, + "lyap_mean": 0.000703783764038235, + "volume_mean": 0.000703783764038235, + "volume_max": 0.0052355495281517506, + "frac_active": 0.5 + }, + { + "step": 184, + "loss": 3.56836462742649e-05, + "lyap1_mean": 0.0031186959240585566, + "lyap1_max": 0.011081107892096043, + "lyap_mean": -0.0021419073455035686, + "volume_mean": -0.0021419073455035686, + "volume_max": -0.0004306081682443619, + "frac_active": 0.375 + }, + { + "step": 185, + "loss": 5.058686656411737e-05, + "lyap1_mean": -0.00041404576040804386, + "lyap1_max": 0.009974377229809761, + "lyap_mean": -0.002745575737208128, + "volume_mean": -0.002745575737208128, + "volume_max": 0.0021375229116529226, + "frac_active": 0.25 + }, + { + "step": 186, + "loss": 5.929603139520623e-05, + "lyap1_mean": 0.0005239194724708796, + "lyap1_max": 0.01001842599362135, + "lyap_mean": -0.002760496689006686, + "volume_mean": -0.002760496689006686, + "volume_max": 0.005735128186643124, + "frac_active": 0.25 + }, + { + "step": 187, + "loss": 0.00011165344039909542, + "lyap1_mean": 0.010794408619403839, + "lyap1_max": 0.016383148729801178, + "lyap_mean": 0.007544141262769699, + "volume_mean": 0.007544141262769699, + "volume_max": 0.012897206470370293, + "frac_active": 0.8125 + }, + { + "step": 188, + "loss": 4.646849993150681e-05, + "lyap1_mean": 0.003037839662283659, + "lyap1_max": 0.010802109725773335, + "lyap_mean": -0.0014773854054510593, + "volume_mean": -0.0014773854054510593, + "volume_max": 0.0034843538887798786, + "frac_active": 0.375 + }, + { + "step": 189, + "loss": 3.117850792477839e-05, + "lyap1_mean": -0.0001155199424829334, + "lyap1_max": 0.0022071555722504854, + "lyap_mean": 9.38734010560438e-05, + "volume_mean": 9.38734010560438e-05, + "volume_max": 0.004893807228654623, + "frac_active": 0.4375 + }, + { + "step": 190, + "loss": 4.334103869041428e-05, + "lyap1_mean": -0.0025565531104803085, + "lyap1_max": 0.0032985026482492685, + "lyap_mean": -0.0033598518930375576, + "volume_mean": -0.0033598518930375576, + "volume_max": 0.004739253781735897, + "frac_active": 0.3125 + }, + { + "step": 191, + "loss": 4.745044498122297e-05, + "lyap1_mean": 0.005132867023348808, + "lyap1_max": 0.008734199218451977, + "lyap_mean": 0.00224786764010787, + "volume_mean": 0.00224786764010787, + "volume_max": 0.00600947393104434, + "frac_active": 0.75 + }, + { + "step": 192, + "loss": 3.91673602280207e-05, + "lyap1_mean": 0.003882286138832569, + "lyap1_max": 0.009069966152310371, + "lyap_mean": 0.00043110514525324106, + "volume_mean": 0.00043110514525324106, + "volume_max": 0.007256460376083851, + "frac_active": 0.5 + }, + { + "step": 193, + "loss": 6.643044616794214e-05, + "lyap1_mean": -0.006775601767003536, + "lyap1_max": 3.417905099922791e-05, + "lyap_mean": -0.005793592892587185, + "volume_mean": -0.005793592892587185, + "volume_max": 8.400296792387962e-06, + "frac_active": 0.25 + }, + { + "step": 194, + "loss": 9.247328853234649e-05, + "lyap1_mean": 0.005816150456666946, + "lyap1_max": 0.016020093113183975, + "lyap_mean": 0.0031636194325983524, + "volume_mean": 0.0031636194325983524, + "volume_max": 0.007038147188723087, + "frac_active": 0.5 + }, + { + "step": 195, + "loss": 4.238132532918826e-05, + "lyap1_mean": 0.004950185306370258, + "lyap1_max": 0.008009599521756172, + "lyap_mean": 0.0017419259529560804, + "volume_mean": 0.0017419259529560804, + "volume_max": 0.007966890931129456, + "frac_active": 0.5625 + }, + { + "step": 196, + "loss": 4.81700808450114e-05, + "lyap1_mean": -0.0021208554971963167, + "lyap1_max": 0.0010800345335155725, + "lyap_mean": -0.004611942917108536, + "volume_mean": -0.004611942917108536, + "volume_max": -0.002227608347311616, + "frac_active": 0.1875 + }, + { + "step": 197, + "loss": 6.528034282382578e-05, + "lyap1_mean": 0.0010545889381319284, + "lyap1_max": 0.009086523205041885, + "lyap_mean": -0.00275138346478343, + "volume_mean": -0.00275138346478343, + "volume_max": 0.0029769735410809517, + "frac_active": 0.375 + }, + { + "step": 198, + "loss": 3.7750080082332715e-05, + "lyap1_mean": 0.006095526274293661, + "lyap1_max": 0.007943641394376755, + "lyap_mean": 0.002676064148545265, + "volume_mean": 0.002676064148545265, + "volume_max": 0.007632092572748661, + "frac_active": 0.625 + }, + { + "step": 199, + "loss": 3.2325711799785495e-05, + "lyap1_mean": 0.0010352107929065824, + "lyap1_max": 0.006460496690124273, + "lyap_mean": -0.002377737546339631, + "volume_mean": -0.002377737546339631, + "volume_max": 0.0016385666094720364, + "frac_active": 0.4375 + }, + { + "step": 200, + "loss": 8.748409163672477e-05, + "lyap1_mean": 0.004512184299528599, + "lyap1_max": 0.007738106418401003, + "lyap_mean": -0.0017888767179101706, + "volume_mean": -0.0017888767179101706, + "volume_max": 0.0056646158918738365, + "frac_active": 0.375 + }, + { + "step": 201, + "loss": 4.931192597723566e-05, + "lyap1_mean": 0.0008058464154601097, + "lyap1_max": 0.011965158395469189, + "lyap_mean": -0.0034985034726560116, + "volume_mean": -0.0034985034726560116, + "volume_max": 0.0010585071286186576, + "frac_active": 0.25 + }, + { + "step": 202, + "loss": 3.986285810242407e-05, + "lyap1_mean": 0.0035019544884562492, + "lyap1_max": 0.016836874186992645, + "lyap_mean": -9.905063780024648e-05, + "volume_mean": -9.905063780024648e-05, + "volume_max": 0.00530220428481698, + "frac_active": 0.5 + }, + { + "step": 203, + "loss": 2.215235508629121e-05, + "lyap1_mean": -0.002556725637987256, + "lyap1_max": 0.005724112968891859, + "lyap_mean": -0.001182834035716951, + "volume_mean": -0.001182834035716951, + "volume_max": 0.003047449979931116, + "frac_active": 0.375 + }, + { + "step": 204, + "loss": 5.511333802132867e-05, + "lyap1_mean": 0.007924188859760761, + "lyap1_max": 0.01386701688170433, + "lyap_mean": 0.002123675076290965, + "volume_mean": 0.002123675076290965, + "volume_max": 0.00566139305010438, + "frac_active": 0.5625 + }, + { + "step": 205, + "loss": 5.9502770454855636e-05, + "lyap1_mean": -0.002425176091492176, + "lyap1_max": 0.00845539290457964, + "lyap_mean": -0.003874352667480707, + "volume_mean": -0.003874352667480707, + "volume_max": 0.0014904264826327562, + "frac_active": 0.25 + }, + { + "step": 206, + "loss": 5.528148903977126e-05, + "lyap1_mean": -0.0006688021821901202, + "lyap1_max": 0.0023373174481093884, + "lyap_mean": -0.0024723708629608154, + "volume_mean": -0.0024723708629608154, + "volume_max": 0.0033230497501790524, + "frac_active": 0.375 + }, + { + "step": 207, + "loss": 6.397752440534532e-05, + "lyap1_mean": 0.0036136219277977943, + "lyap1_max": 0.013117153197526932, + "lyap_mean": -0.004375617019832134, + "volume_mean": -0.004375617019832134, + "volume_max": -0.000983890611678362, + "frac_active": 0.1875 + }, + { + "step": 208, + "loss": 0.00015688227722421288, + "lyap1_mean": 0.008542580530047417, + "lyap1_max": 0.039756692945957184, + "lyap_mean": -0.0029645825270563364, + "volume_mean": -0.0029645825270563364, + "volume_max": 0.007783504202961922, + "frac_active": 0.1875 + }, + { + "step": 209, + "loss": 4.8266105295624584e-05, + "lyap1_mean": -0.002508257981389761, + "lyap1_max": 0.007366167847067118, + "lyap_mean": -0.0034334028605371714, + "volume_mean": -0.0034334028605371714, + "volume_max": 0.0012662105727940798, + "frac_active": 0.25 + }, + { + "step": 210, + "loss": 6.117305747466162e-05, + "lyap1_mean": 0.0030414394568651915, + "lyap1_max": 0.021637672558426857, + "lyap_mean": -0.0015218356857076287, + "volume_mean": -0.0015218356857076287, + "volume_max": 0.004813207313418388, + "frac_active": 0.4375 + }, + { + "step": 211, + "loss": 5.9950194554403424e-05, + "lyap1_mean": -0.0007563731633126736, + "lyap1_max": 0.009738127700984478, + "lyap_mean": -0.004052253440022469, + "volume_mean": -0.004052253440022469, + "volume_max": 0.0027545529883354902, + "frac_active": 0.3125 + }, + { + "step": 212, + "loss": 5.844758925377391e-05, + "lyap1_mean": -0.003786520566791296, + "lyap1_max": 0.0022570325527340174, + "lyap_mean": -0.006066962610930204, + "volume_mean": -0.006066962610930204, + "volume_max": -0.0025098291225731373, + "frac_active": 0.1875 + }, + { + "step": 213, + "loss": 3.0905099265510216e-05, + "lyap1_mean": 0.0004680697456933558, + "lyap1_max": 0.0015109899686649442, + "lyap_mean": -0.003474719822406769, + "volume_mean": -0.003474719822406769, + "volume_max": -0.0008162441663444042, + "frac_active": 0.3125 + }, + { + "step": 214, + "loss": 2.8633865440497175e-05, + "lyap1_mean": 0.0003277064533904195, + "lyap1_max": 0.006409609690308571, + "lyap_mean": -0.0020829434506595135, + "volume_mean": -0.0020829434506595135, + "volume_max": 0.0013065394014120102, + "frac_active": 0.3125 + }, + { + "step": 215, + "loss": 6.0328067775117233e-05, + "lyap1_mean": 0.010225789621472359, + "lyap1_max": 0.018261123448610306, + "lyap_mean": 0.004985250066965818, + "volume_mean": 0.004985250066965818, + "volume_max": 0.009061683900654316, + "frac_active": 0.875 + }, + { + "step": 216, + "loss": 3.356632441864349e-05, + "lyap1_mean": 0.0038974990602582693, + "lyap1_max": 0.0084513695910573, + "lyap_mean": -0.0014187301276251674, + "volume_mean": -0.0014187301276251674, + "volume_max": 0.001925829448737204, + "frac_active": 0.3125 + }, + { + "step": 217, + "loss": 7.280404679477215e-05, + "lyap1_mean": -0.0008464202401228249, + "lyap1_max": 0.010508456267416477, + "lyap_mean": -0.002195451408624649, + "volume_mean": -0.002195451408624649, + "volume_max": 0.0035042082890868187, + "frac_active": 0.375 + }, + { + "step": 218, + "loss": 4.240988346282393e-05, + "lyap1_mean": 0.003140335902571678, + "lyap1_max": 0.006649366579949856, + "lyap_mean": -0.003567690961062908, + "volume_mean": -0.003567690961062908, + "volume_max": -0.000966674298979342, + "frac_active": 0.3125 + }, + { + "step": 219, + "loss": 4.204265496809967e-05, + "lyap1_mean": 0.005019564181566238, + "lyap1_max": 0.010959995910525322, + "lyap_mean": 0.0008461440447717905, + "volume_mean": 0.0008461440447717905, + "volume_max": 0.004680324345827103, + "frac_active": 0.625 + }, + { + "step": 220, + "loss": 6.637853948632255e-05, + "lyap1_mean": 0.003678280394524336, + "lyap1_max": 0.018566342070698738, + "lyap_mean": -0.0002293274737894535, + "volume_mean": -0.0002293274737894535, + "volume_max": 0.006353494245558977, + "frac_active": 0.3125 + }, + { + "step": 221, + "loss": 4.689455818152055e-05, + "lyap1_mean": 0.000284360081423074, + "lyap1_max": 0.0023216342087835073, + "lyap_mean": -0.0042252130806446075, + "volume_mean": -0.0042252130806446075, + "volume_max": -0.0019003471825271845, + "frac_active": 0.375 + }, + { + "step": 222, + "loss": 2.4219642000389285e-05, + "lyap1_mean": 0.003072712803259492, + "lyap1_max": 0.008200988173484802, + "lyap_mean": 0.001030592480674386, + "volume_mean": 0.001030592480674386, + "volume_max": 0.0037569880951195955, + "frac_active": 0.5 + }, + { + "step": 223, + "loss": 3.702484173118137e-05, + "lyap1_mean": -0.003700221423059702, + "lyap1_max": 0.005102873779833317, + "lyap_mean": -0.004523557145148516, + "volume_mean": -0.004523557145148516, + "volume_max": -5.88136026635766e-06, + "frac_active": 0.1875 + }, + { + "step": 224, + "loss": 4.514179454417899e-05, + "lyap1_mean": -0.0008784517413005233, + "lyap1_max": 0.0026406149845570326, + "lyap_mean": -0.0025452645495533943, + "volume_mean": -0.0025452645495533943, + "volume_max": 0.0013321342412382364, + "frac_active": 0.25 + }, + { + "step": 225, + "loss": 6.286051939241588e-05, + "lyap1_mean": -0.0012959709856659174, + "lyap1_max": 0.005658678710460663, + "lyap_mean": -0.0022228285670280457, + "volume_mean": -0.0022228285670280457, + "volume_max": 0.006637257523834705, + "frac_active": 0.4375 + }, + { + "step": 226, + "loss": 2.0707971998490393e-05, + "lyap1_mean": -0.0021631489507853985, + "lyap1_max": 0.0018342180410400033, + "lyap_mean": 0.00035291683161631227, + "volume_mean": 0.00035291683161631227, + "volume_max": 0.004413356073200703, + "frac_active": 0.625 + }, + { + "step": 227, + "loss": 7.369802915491164e-05, + "lyap1_mean": 0.0007602313999086618, + "lyap1_max": 0.015282532200217247, + "lyap_mean": -0.0029554194770753384, + "volume_mean": -0.0029554194770753384, + "volume_max": 0.007346775382757187, + "frac_active": 0.3125 + }, + { + "step": 228, + "loss": 7.484390516765416e-05, + "lyap1_mean": -0.0026439963839948177, + "lyap1_max": 0.006769300904124975, + "lyap_mean": -0.0047102198004722595, + "volume_mean": -0.0047102198004722595, + "volume_max": 0.00034158374182879925, + "frac_active": 0.25 + }, + { + "step": 229, + "loss": 9.981989569496363e-05, + "lyap1_mean": -0.0025249659083783627, + "lyap1_max": 0.020827865228056908, + "lyap_mean": -0.005556021351367235, + "volume_mean": -0.005556021351367235, + "volume_max": 0.00487396540120244, + "frac_active": 0.1875 + }, + { + "step": 230, + "loss": 6.735213537467644e-05, + "lyap1_mean": -0.004946488421410322, + "lyap1_max": 0.003865289967507124, + "lyap_mean": -0.005808664485812187, + "volume_mean": -0.005808664485812187, + "volume_max": 0.0020841388031840324, + "frac_active": 0.1875 + }, + { + "step": 231, + "loss": 8.79978179000318e-05, + "lyap1_mean": 0.0018086943309754133, + "lyap1_max": 0.0072291637770831585, + "lyap_mean": -0.0067483363673090935, + "volume_mean": -0.0067483363673090935, + "volume_max": -0.004311604890972376, + "frac_active": 0.25 + }, + { + "step": 232, + "loss": 5.947319732513279e-05, + "lyap1_mean": -0.007026301696896553, + "lyap1_max": -0.00206476217135787, + "lyap_mean": -0.0057729799300432205, + "volume_mean": -0.0057729799300432205, + "volume_max": -0.0018721803789958358, + "frac_active": 0.0625 + }, + { + "step": 233, + "loss": 4.4421758502721786e-05, + "lyap1_mean": -0.004551420919597149, + "lyap1_max": -0.0006212071166373789, + "lyap_mean": -0.005264616571366787, + "volume_mean": -0.005264616571366787, + "volume_max": -0.0025299342814832926, + "frac_active": 0.125 + }, + { + "step": 234, + "loss": 7.523233944084495e-05, + "lyap1_mean": -0.0011676992289721966, + "lyap1_max": 0.014401569962501526, + "lyap_mean": -0.004055294208228588, + "volume_mean": -0.004055294208228588, + "volume_max": 0.006130082532763481, + "frac_active": 0.1875 + }, + { + "step": 235, + "loss": 8.34258389659226e-05, + "lyap1_mean": 0.0022483263164758682, + "lyap1_max": 0.015429834835231304, + "lyap_mean": -0.0037331203930079937, + "volume_mean": -0.0037331203930079937, + "volume_max": 0.0010339058935642242, + "frac_active": 0.1875 + }, + { + "step": 236, + "loss": 3.7801117287017405e-05, + "lyap1_mean": -0.0011341655626893044, + "lyap1_max": 0.005438464693725109, + "lyap_mean": -0.004236777313053608, + "volume_mean": -0.004236777313053608, + "volume_max": -0.00031622068490833044, + "frac_active": 0.1875 + }, + { + "step": 237, + "loss": 0.00010375186684541404, + "lyap1_mean": -0.0020430386066436768, + "lyap1_max": 0.010787795297801495, + "lyap_mean": -0.007920334115624428, + "volume_mean": -0.007920334115624428, + "volume_max": -0.0015813870122656226, + "frac_active": 0.0625 + }, + { + "step": 238, + "loss": 2.6294383133063093e-05, + "lyap1_mean": -0.0017924652202054858, + "lyap1_max": 0.0058323233388364315, + "lyap_mean": -0.0008850921876728535, + "volume_mean": -0.0008850921876728535, + "volume_max": 0.0024293139576911926, + "frac_active": 0.5 + }, + { + "step": 239, + "loss": 8.495543443132192e-05, + "lyap1_mean": 0.008992239832878113, + "lyap1_max": 0.025462009012699127, + "lyap_mean": 0.003499931190162897, + "volume_mean": 0.003499931190162897, + "volume_max": 0.011895828880369663, + "frac_active": 0.5625 + }, + { + "step": 240, + "loss": 6.371467316057533e-05, + "lyap1_mean": -0.00784275121986866, + "lyap1_max": -0.0013209835160523653, + "lyap_mean": -0.004759357776492834, + "volume_mean": -0.004759357776492834, + "volume_max": 0.002016255399212241, + "frac_active": 0.25 + }, + { + "step": 241, + "loss": 0.0001008799736155197, + "lyap1_mean": -0.0005118553526699543, + "lyap1_max": 0.020217685028910637, + "lyap_mean": -0.005364726297557354, + "volume_mean": -0.005364726297557354, + "volume_max": -0.002493106760084629, + "frac_active": 0.25 + }, + { + "step": 242, + "loss": 5.1542701839935035e-05, + "lyap1_mean": -0.002657308941707015, + "lyap1_max": -0.0002733718429226428, + "lyap_mean": -0.004908039700239897, + "volume_mean": -0.004908039700239897, + "volume_max": -0.0013332546222954988, + "frac_active": 0.0625 + }, + { + "step": 243, + "loss": 8.336129394592717e-05, + "lyap1_mean": 0.00016277562826871872, + "lyap1_max": 0.016046278178691864, + "lyap_mean": 0.0011547300964593887, + "volume_mean": 0.0011547300964593887, + "volume_max": 0.009739700704813004, + "frac_active": 0.5 + }, + { + "step": 244, + "loss": 4.3191848817514256e-05, + "lyap1_mean": 0.006045853719115257, + "lyap1_max": 0.00911649875342846, + "lyap_mean": 0.0013746225740760565, + "volume_mean": 0.0013746225740760565, + "volume_max": 0.0037341578863561153, + "frac_active": 0.6875 + }, + { + "step": 245, + "loss": 0.00010667766036931425, + "lyap1_mean": 0.00795386265963316, + "lyap1_max": 0.034621335566043854, + "lyap_mean": -0.0017023254185914993, + "volume_mean": -0.0017023254185914993, + "volume_max": 0.002901653293520212, + "frac_active": 0.25 + }, + { + "step": 246, + "loss": 6.244560063350946e-05, + "lyap1_mean": -0.0042958445847034454, + "lyap1_max": 0.00028047143132425845, + "lyap_mean": -0.007107993587851524, + "volume_mean": -0.007107993587851524, + "volume_max": -0.0034322694409638643, + "frac_active": 0.0625 + }, + { + "step": 247, + "loss": 4.693955270340666e-05, + "lyap1_mean": -0.0012670791475102305, + "lyap1_max": 0.009364837780594826, + "lyap_mean": -0.003254272975027561, + "volume_mean": -0.003254272975027561, + "volume_max": 0.004954822361469269, + "frac_active": 0.25 + }, + { + "step": 248, + "loss": 5.074551881989464e-05, + "lyap1_mean": -0.005538118537515402, + "lyap1_max": -0.001099215354770422, + "lyap_mean": -0.006507690064609051, + "volume_mean": -0.006507690064609051, + "volume_max": -0.005155340768396854, + "frac_active": 0.0 + }, + { + "step": 249, + "loss": 9.850046626525e-05, + "lyap1_mean": -0.010561808943748474, + "lyap1_max": -0.008235837332904339, + "lyap_mean": -0.009229550138115883, + "volume_mean": -0.009229550138115883, + "volume_max": -0.007491679862141609, + "frac_active": 0.0625 + }, + { + "step": 250, + "loss": 9.36397846089676e-05, + "lyap1_mean": -0.004756045527756214, + "lyap1_max": -0.00015303234977182, + "lyap_mean": -0.008197681978344917, + "volume_mean": -0.008197681978344917, + "volume_max": -0.004488758277148008, + "frac_active": 0.0 + }, + { + "step": 251, + "loss": 4.6027140342630446e-05, + "lyap1_mean": -0.005815905053168535, + "lyap1_max": -0.003570373635739088, + "lyap_mean": -0.005731035955250263, + "volume_mean": -0.005731035955250263, + "volume_max": -0.002504826756194234, + "frac_active": 0.0625 + }, + { + "step": 252, + "loss": 9.254847827833146e-05, + "lyap1_mean": -0.005149579141288996, + "lyap1_max": 0.0073943487368524075, + "lyap_mean": -0.008176596835255623, + "volume_mean": -0.008176596835255623, + "volume_max": -0.004955649841576815, + "frac_active": 0.0625 + }, + { + "step": 253, + "loss": 7.69362595747225e-05, + "lyap1_mean": -0.003650157479569316, + "lyap1_max": 0.006879393011331558, + "lyap_mean": -0.007130683399736881, + "volume_mean": -0.007130683399736881, + "volume_max": -0.006143920123577118, + "frac_active": 0.0625 + }, + { + "step": 254, + "loss": 7.903553341748193e-05, + "lyap1_mean": -0.007097902707755566, + "lyap1_max": -0.002485780045390129, + "lyap_mean": -0.00790553167462349, + "volume_mean": -0.00790553167462349, + "volume_max": -0.00560423731803894, + "frac_active": 0.0 + }, + { + "step": 255, + "loss": 8.16962929093279e-05, + "lyap1_mean": -0.005816170014441013, + "lyap1_max": 0.004866363015025854, + "lyap_mean": -0.007931726984679699, + "volume_mean": -0.007931726984679699, + "volume_max": -0.002313961274921894, + "frac_active": 0.0625 + }, + { + "step": 256, + "loss": 2.933485302492045e-05, + "lyap1_mean": -0.003641413524746895, + "lyap1_max": -0.001218322548083961, + "lyap_mean": -0.002166085410863161, + "volume_mean": -0.002166085410863161, + "volume_max": 0.0005166170885786414, + "frac_active": 0.25 + }, + { + "step": 257, + "loss": 3.935069980798289e-05, + "lyap1_mean": -0.0010647804010659456, + "lyap1_max": 0.010393362492322922, + "lyap_mean": -0.0028244215063750744, + "volume_mean": -0.0028244215063750744, + "volume_max": 0.004261397756636143, + "frac_active": 0.25 + }, + { + "step": 258, + "loss": 3.108891542069614e-05, + "lyap1_mean": -7.627764716744423e-06, + "lyap1_max": 0.0073848990723490715, + "lyap_mean": -0.002867750823497772, + "volume_mean": -0.002867750823497772, + "volume_max": -0.0002627638168632984, + "frac_active": 0.25 + }, + { + "step": 259, + "loss": 7.759413711028174e-05, + "lyap1_mean": -0.006102033890783787, + "lyap1_max": -0.0019535606261342764, + "lyap_mean": -0.006754877977073193, + "volume_mean": -0.006754877977073193, + "volume_max": -0.002624591812491417, + "frac_active": 0.125 + }, + { + "step": 260, + "loss": 3.5313649277668446e-05, + "lyap1_mean": 0.007648899219930172, + "lyap1_max": 0.01314727496355772, + "lyap_mean": 0.0005310167907737195, + "volume_mean": 0.0005310167907737195, + "volume_max": 0.004696896765381098, + "frac_active": 0.5 + }, + { + "step": 261, + "loss": 2.598194987513125e-05, + "lyap1_mean": -0.003744699526578188, + "lyap1_max": 0.0006276232888922095, + "lyap_mean": 0.0007832694100216031, + "volume_mean": 0.0007832694100216031, + "volume_max": 0.0036499863490462303, + "frac_active": 0.5625 + }, + { + "step": 262, + "loss": 2.8320124329184182e-05, + "lyap1_mean": -0.005613046698272228, + "lyap1_max": -0.0021298197098076344, + "lyap_mean": -0.0037191479932516813, + "volume_mean": -0.0037191479932516813, + "volume_max": 0.00026999437250196934, + "frac_active": 0.25 + }, + { + "step": 263, + "loss": 3.957895751227625e-05, + "lyap1_mean": 0.00029472925234586, + "lyap1_max": 0.008438486605882645, + "lyap_mean": -0.0031796619296073914, + "volume_mean": -0.0031796619296073914, + "volume_max": 0.0030063693411648273, + "frac_active": 0.1875 + }, + { + "step": 264, + "loss": 3.22850864904467e-05, + "lyap1_mean": -0.002934082644060254, + "lyap1_max": 0.0024711727164685726, + "lyap_mean": -0.0030466136522591114, + "volume_mean": -0.0030466136522591114, + "volume_max": 0.002805450465530157, + "frac_active": 0.375 + }, + { + "step": 265, + "loss": 5.1529503252822906e-05, + "lyap1_mean": -0.005831936374306679, + "lyap1_max": -0.0005536661483347416, + "lyap_mean": -0.006273278966546059, + "volume_mean": -0.006273278966546059, + "volume_max": -0.004388838540762663, + "frac_active": 0.0 + }, + { + "step": 266, + "loss": 2.2357759007718414e-05, + "lyap1_mean": 0.00044054677709937096, + "lyap1_max": 0.0045548053458333015, + "lyap_mean": -0.0018978494917973876, + "volume_mean": -0.0018978494917973876, + "volume_max": 0.0004327393835410476, + "frac_active": 0.25 + }, + { + "step": 267, + "loss": 9.648538252804428e-06, + "lyap1_mean": -0.001482169609516859, + "lyap1_max": 0.0031727482564747334, + "lyap_mean": -0.002011395525187254, + "volume_mean": -0.002011395525187254, + "volume_max": -0.0005847213906235993, + "frac_active": 0.25 + }, + { + "step": 268, + "loss": 2.967118052765727e-05, + "lyap1_mean": -0.00021781888790428638, + "lyap1_max": 0.010809333994984627, + "lyap_mean": -0.001903133001178503, + "volume_mean": -0.001903133001178503, + "volume_max": 0.0018605553777888417, + "frac_active": 0.25 + }, + { + "step": 269, + "loss": 1.3374690752243623e-05, + "lyap1_mean": 0.0032042511738836765, + "lyap1_max": 0.006552220322191715, + "lyap_mean": -0.00019331276416778564, + "volume_mean": -0.00019331276416778564, + "volume_max": 0.001970173791050911, + "frac_active": 0.375 + }, + { + "step": 270, + "loss": 8.444902960036416e-06, + "lyap1_mean": -0.000646644679363817, + "lyap1_max": 0.0006432605441659689, + "lyap_mean": -0.0006152986316010356, + "volume_mean": -0.0006152986316010356, + "volume_max": 0.0011594248935580254, + "frac_active": 0.375 + }, + { + "step": 271, + "loss": 2.408667205600068e-05, + "lyap1_mean": 0.0022643008269369602, + "lyap1_max": 0.006415979005396366, + "lyap_mean": 0.0006160303601063788, + "volume_mean": 0.0006160303601063788, + "volume_max": 0.004027171526104212, + "frac_active": 0.625 + }, + { + "step": 272, + "loss": 1.759719816618599e-05, + "lyap1_mean": 0.001178669510409236, + "lyap1_max": 0.00831885077059269, + "lyap_mean": 0.0004520969232544303, + "volume_mean": 0.0004520969232544303, + "volume_max": 0.005791884381324053, + "frac_active": 0.5 + }, + { + "step": 273, + "loss": 2.0746159862028435e-05, + "lyap1_mean": 0.0023763985373079777, + "lyap1_max": 0.00624081352725625, + "lyap_mean": 0.001999251078814268, + "volume_mean": 0.001999251078814268, + "volume_max": 0.004012945108115673, + "frac_active": 0.625 + }, + { + "step": 274, + "loss": 1.9280307242297567e-05, + "lyap1_mean": -0.0002336828038096428, + "lyap1_max": 0.004979316610842943, + "lyap_mean": -0.0021075860131531954, + "volume_mean": -0.0021075860131531954, + "volume_max": 0.00022552418522536755, + "frac_active": 0.3125 + }, + { + "step": 275, + "loss": 3.096253203693777e-05, + "lyap1_mean": 0.0022217724472284317, + "lyap1_max": 0.008873841725289822, + "lyap_mean": 0.0013409929815679789, + "volume_mean": 0.0013409929815679789, + "volume_max": 0.005608612671494484, + "frac_active": 0.5625 + }, + { + "step": 276, + "loss": 1.779356534825638e-05, + "lyap1_mean": -0.0029075921047478914, + "lyap1_max": -0.00024223899526987225, + "lyap_mean": -0.002912424970418215, + "volume_mean": -0.002912424970418215, + "volume_max": -0.0006732925539836287, + "frac_active": 0.125 + }, + { + "step": 277, + "loss": 4.2545259930193424e-05, + "lyap1_mean": 0.003141532652080059, + "lyap1_max": 0.009792244993150234, + "lyap_mean": 0.003162989392876625, + "volume_mean": 0.003162989392876625, + "volume_max": 0.008854585699737072, + "frac_active": 0.625 + }, + { + "step": 278, + "loss": 4.767477366840467e-05, + "lyap1_mean": 0.0021713711321353912, + "lyap1_max": 0.019068468362092972, + "lyap_mean": -0.0005097911925986409, + "volume_mean": -0.0005097911925986409, + "volume_max": 0.009752728044986725, + "frac_active": 0.25 + }, + { + "step": 279, + "loss": 2.4968136131064966e-05, + "lyap1_mean": 0.0018845906015485525, + "lyap1_max": 0.005966378841549158, + "lyap_mean": 0.0009206397226080298, + "volume_mean": 0.0009206397226080298, + "volume_max": 0.004118718672543764, + "frac_active": 0.5625 + }, + { + "step": 280, + "loss": 2.5640332751208916e-05, + "lyap1_mean": 0.0018141880864277482, + "lyap1_max": 0.005650660023093224, + "lyap_mean": 0.002172015840187669, + "volume_mean": 0.002172015840187669, + "volume_max": 0.00392634654417634, + "frac_active": 0.5625 + }, + { + "step": 281, + "loss": 4.678070399677381e-05, + "lyap1_mean": 0.00021527055650949478, + "lyap1_max": 0.013736938126385212, + "lyap_mean": 0.00011914176866412163, + "volume_mean": 0.00011914176866412163, + "volume_max": 0.007610546424984932, + "frac_active": 0.4375 + }, + { + "step": 282, + "loss": 1.6006521036615595e-05, + "lyap1_mean": 0.005618582479655743, + "lyap1_max": 0.011926696635782719, + "lyap_mean": 0.0012040864676237106, + "volume_mean": 0.0012040864676237106, + "volume_max": 0.0020582752767950296, + "frac_active": 0.5 + }, + { + "step": 283, + "loss": 4.328606155468151e-05, + "lyap1_mean": 0.004913047421723604, + "lyap1_max": 0.017832357436418533, + "lyap_mean": 0.0007451822166331112, + "volume_mean": 0.0007451822166331112, + "volume_max": 0.008238932117819786, + "frac_active": 0.5625 + }, + { + "step": 284, + "loss": 2.3223346943268552e-05, + "lyap1_mean": 0.0029783891513943672, + "lyap1_max": 0.01106169167906046, + "lyap_mean": -0.0002512829378247261, + "volume_mean": -0.0002512829378247261, + "volume_max": 0.005139529705047607, + "frac_active": 0.5 + }, + { + "step": 285, + "loss": 5.722741116187535e-05, + "lyap1_mean": 0.007553732022643089, + "lyap1_max": 0.02062402479350567, + "lyap_mean": 0.0015008830232545733, + "volume_mean": 0.0015008830232545733, + "volume_max": 0.0044430699199438095, + "frac_active": 0.5 + }, + { + "step": 286, + "loss": 1.87537916644942e-05, + "lyap1_mean": 0.0005440583918243647, + "lyap1_max": 0.0047964537516236305, + "lyap_mean": -0.0006007956108078361, + "volume_mean": -0.0006007956108078361, + "volume_max": 0.002772261155769229, + "frac_active": 0.4375 + }, + { + "step": 287, + "loss": 4.009161057183519e-05, + "lyap1_mean": 0.005948380567133427, + "lyap1_max": 0.015487659722566605, + "lyap_mean": -0.0001987406867556274, + "volume_mean": -0.0001987406867556274, + "volume_max": 0.0024009174667298794, + "frac_active": 0.5625 + }, + { + "step": 288, + "loss": 2.4449034754070453e-05, + "lyap1_mean": -0.005152416415512562, + "lyap1_max": -0.0032763939816504717, + "lyap_mean": -0.0025266017764806747, + "volume_mean": -0.0025266017764806747, + "volume_max": -0.00017286196816712618, + "frac_active": 0.25 + }, + { + "step": 289, + "loss": 1.908739795908332e-05, + "lyap1_mean": -0.0018362159607931972, + "lyap1_max": 0.0032853647135198116, + "lyap_mean": -0.0025670956820249557, + "volume_mean": -0.0025670956820249557, + "volume_max": -0.00029368471587076783, + "frac_active": 0.25 + }, + { + "step": 290, + "loss": 1.793718183762394e-05, + "lyap1_mean": 0.000728747108951211, + "lyap1_max": 0.004562208894640207, + "lyap_mean": -0.0010927888797596097, + "volume_mean": -0.0010927888797596097, + "volume_max": 0.0030680131167173386, + "frac_active": 0.3125 + }, + { + "step": 291, + "loss": 2.2232352421269752e-05, + "lyap1_mean": 0.0034497929736971855, + "lyap1_max": 0.011676075868308544, + "lyap_mean": 0.001500791171565652, + "volume_mean": 0.001500791171565652, + "volume_max": 0.002222335897386074, + "frac_active": 0.4375 + }, + { + "step": 292, + "loss": 4.3519699829630554e-05, + "lyap1_mean": 0.004213518463075161, + "lyap1_max": 0.01922476477921009, + "lyap_mean": 0.000868032337166369, + "volume_mean": 0.000868032337166369, + "volume_max": 0.0058476622216403484, + "frac_active": 0.5625 + }, + { + "step": 293, + "loss": 4.373949195723981e-05, + "lyap1_mean": 0.0061150346882641315, + "lyap1_max": 0.013353712856769562, + "lyap_mean": -0.0009877365082502365, + "volume_mean": -0.0009877365082502365, + "volume_max": 0.003268991131335497, + "frac_active": 0.5 + }, + { + "step": 294, + "loss": 3.208586713299155e-05, + "lyap1_mean": -0.0021735052578151226, + "lyap1_max": 0.002811823505908251, + "lyap_mean": -0.0035783015191555023, + "volume_mean": -0.0035783015191555023, + "volume_max": -0.0008066813461482525, + "frac_active": 0.3125 + }, + { + "step": 295, + "loss": 3.3049484045477584e-05, + "lyap1_mean": 0.0014669032534584403, + "lyap1_max": 0.011423745192587376, + "lyap_mean": -0.001897671027109027, + "volume_mean": -0.001897671027109027, + "volume_max": 0.005424875766038895, + "frac_active": 0.375 + }, + { + "step": 296, + "loss": 3.2307572837453336e-05, + "lyap1_mean": -0.0038229376077651978, + "lyap1_max": 0.0023991877678781748, + "lyap_mean": -0.0019990254659205675, + "volume_mean": -0.0019990254659205675, + "volume_max": 0.0016387727810069919, + "frac_active": 0.375 + }, + { + "step": 297, + "loss": 3.659852154669352e-05, + "lyap1_mean": 0.006024601403623819, + "lyap1_max": 0.0181640163064003, + "lyap_mean": 0.00028266850858926773, + "volume_mean": 0.00028266850858926773, + "volume_max": 0.003913687542080879, + "frac_active": 0.4375 + }, + { + "step": 298, + "loss": 4.589006130117923e-05, + "lyap1_mean": -0.0035998020321130753, + "lyap1_max": 0.0016077610198408365, + "lyap_mean": -0.003633892396464944, + "volume_mean": -0.003633892396464944, + "volume_max": 0.0015012540388852358, + "frac_active": 0.25 + }, + { + "step": 299, + "loss": 2.0818897610297427e-05, + "lyap1_mean": 0.0032093776389956474, + "lyap1_max": 0.011919691227376461, + "lyap_mean": -0.0003513648407533765, + "volume_mean": -0.0003513648407533765, + "volume_max": 0.0024568340741097927, + "frac_active": 0.5 + }, + { + "step": 300, + "loss": 2.083698745991569e-05, + "lyap1_mean": 0.005084645003080368, + "lyap1_max": 0.006369663402438164, + "lyap_mean": -0.0007192486664280295, + "volume_mean": -0.0007192486664280295, + "volume_max": 0.0016900647897273302, + "frac_active": 0.4375 + }, + { + "step": 301, + "loss": 2.215244239778258e-05, + "lyap1_mean": -2.400483936071396e-07, + "lyap1_max": 0.006832394748926163, + "lyap_mean": -0.000431348686106503, + "volume_mean": -0.000431348686106503, + "volume_max": 0.004364334046840668, + "frac_active": 0.5625 + }, + { + "step": 302, + "loss": 2.6916712158708833e-05, + "lyap1_mean": 0.000175961060449481, + "lyap1_max": 0.004403593949973583, + "lyap_mean": -0.0005453195190057158, + "volume_mean": -0.0005453195190057158, + "volume_max": 0.0067724380642175674, + "frac_active": 0.375 + }, + { + "step": 303, + "loss": 2.198698348365724e-05, + "lyap1_mean": -0.00035214214585721493, + "lyap1_max": 0.007435408420860767, + "lyap_mean": -0.0025179674848914146, + "volume_mean": -0.0025179674848914146, + "volume_max": -0.0004802102339453995, + "frac_active": 0.1875 + }, + { + "step": 304, + "loss": 3.9964124880498275e-05, + "lyap1_mean": 0.004714513197541237, + "lyap1_max": 0.010681573301553726, + "lyap_mean": 0.0018009520135819912, + "volume_mean": 0.0018009520135819912, + "volume_max": 0.0065990774892270565, + "frac_active": 0.5625 + }, + { + "step": 305, + "loss": 4.2784093238878995e-05, + "lyap1_mean": 0.004453564994037151, + "lyap1_max": 0.015775591135025024, + "lyap_mean": 0.0018722850363701582, + "volume_mean": 0.0018722850363701582, + "volume_max": 0.006995282135903835, + "frac_active": 0.5 + }, + { + "step": 306, + "loss": 1.6990714357234538e-05, + "lyap1_mean": 0.0013497383333742619, + "lyap1_max": 0.00447827996686101, + "lyap_mean": -0.002248369390144944, + "volume_mean": -0.002248369390144944, + "volume_max": 7.923028897494078e-05, + "frac_active": 0.25 + }, + { + "step": 307, + "loss": 2.4596423827460967e-05, + "lyap1_mean": 0.005127719137817621, + "lyap1_max": 0.010071388445794582, + "lyap_mean": -0.00043880747398361564, + "volume_mean": -0.00043880747398361564, + "volume_max": 0.0006584160728380084, + "frac_active": 0.5 + }, + { + "step": 308, + "loss": 5.10646277689375e-05, + "lyap1_mean": 0.0020359205082058907, + "lyap1_max": 0.007626385893672705, + "lyap_mean": -0.0001272006193175912, + "volume_mean": -0.0001272006193175912, + "volume_max": 0.004761442542076111, + "frac_active": 0.5 + }, + { + "step": 309, + "loss": 2.3563285139971413e-05, + "lyap1_mean": 0.00264513841830194, + "lyap1_max": 0.008838903158903122, + "lyap_mean": 0.00027568842051550746, + "volume_mean": 0.00027568842051550746, + "volume_max": 0.0037991490680724382, + "frac_active": 0.5 + }, + { + "step": 310, + "loss": 1.910270657390356e-05, + "lyap1_mean": 0.003612624481320381, + "lyap1_max": 0.009150673635303974, + "lyap_mean": 0.0008572908700443804, + "volume_mean": 0.0008572908700443804, + "volume_max": 0.0021153860725462437, + "frac_active": 0.6875 + }, + { + "step": 311, + "loss": 3.7989077100064605e-05, + "lyap1_mean": 0.004150440916419029, + "lyap1_max": 0.006626033689826727, + "lyap_mean": 0.0017440286464989185, + "volume_mean": 0.0017440286464989185, + "volume_max": 0.00791136547923088, + "frac_active": 0.625 + }, + { + "step": 312, + "loss": 2.6486319256946445e-05, + "lyap1_mean": 0.0007448417600244284, + "lyap1_max": 0.007164121605455875, + "lyap_mean": -0.0013592863688245416, + "volume_mean": -0.0013592863688245416, + "volume_max": 0.004096317570656538, + "frac_active": 0.375 + }, + { + "step": 313, + "loss": 1.5768291632412e-05, + "lyap1_mean": 0.001370487385429442, + "lyap1_max": 0.003166528418660164, + "lyap_mean": 0.0020632040686905384, + "volume_mean": 0.0020632040686905384, + "volume_max": 0.003921590279787779, + "frac_active": 0.6875 + }, + { + "step": 314, + "loss": 4.2364554246887565e-05, + "lyap1_mean": 0.005644376389682293, + "lyap1_max": 0.010493543930351734, + "lyap_mean": 0.002907776739448309, + "volume_mean": 0.002907776739448309, + "volume_max": 0.007530929520726204, + "frac_active": 0.625 + }, + { + "step": 315, + "loss": 1.454669200029457e-05, + "lyap1_mean": 0.0030494737438857555, + "lyap1_max": 0.008011444471776485, + "lyap_mean": 0.0009628902189433575, + "volume_mean": 0.0009628902189433575, + "volume_max": 0.003066485980525613, + "frac_active": 0.5625 + }, + { + "step": 316, + "loss": 2.4336992282769643e-05, + "lyap1_mean": 0.0034162933006882668, + "lyap1_max": 0.007210015784949064, + "lyap_mean": 0.0013079834170639515, + "volume_mean": 0.0013079834170639515, + "volume_max": 0.0036701189819723368, + "frac_active": 0.5 + }, + { + "step": 317, + "loss": 1.9614877601270564e-05, + "lyap1_mean": 0.002021155087277293, + "lyap1_max": 0.006556960754096508, + "lyap_mean": 0.0018075518310070038, + "volume_mean": 0.0018075518310070038, + "volume_max": 0.005930449813604355, + "frac_active": 0.5625 + }, + { + "step": 318, + "loss": 1.1210599950572941e-05, + "lyap1_mean": 0.0003543497296050191, + "lyap1_max": 0.004311417695134878, + "lyap_mean": -0.0008984205196611583, + "volume_mean": -0.0008984205196611583, + "volume_max": 0.0008230370585806668, + "frac_active": 0.375 + }, + { + "step": 319, + "loss": 6.65274319544551e-06, + "lyap1_mean": -0.0008557585533708334, + "lyap1_max": 0.0012249491410329938, + "lyap_mean": -0.00017523432325106114, + "volume_mean": -0.00017523432325106114, + "volume_max": 0.00010938418563455343, + "frac_active": 0.5 + }, + { + "step": 320, + "loss": 4.9340742407366633e-05, + "lyap1_mean": 0.0022330486681312323, + "lyap1_max": 0.007495258469134569, + "lyap_mean": -0.0010545827681198716, + "volume_mean": -0.0010545827681198716, + "volume_max": 0.004486884921789169, + "frac_active": 0.375 + }, + { + "step": 321, + "loss": 1.567297294968739e-05, + "lyap1_mean": 0.0021386381704360247, + "lyap1_max": 0.010352748446166515, + "lyap_mean": 0.0006756781949661672, + "volume_mean": 0.0006756781949661672, + "volume_max": 0.0049097537994384766, + "frac_active": 0.5 + }, + { + "step": 322, + "loss": 1.3304967069416307e-05, + "lyap1_mean": 0.0008297652238979936, + "lyap1_max": 0.0035293884575366974, + "lyap_mean": 0.00017971469787880778, + "volume_mean": 0.00017971469787880778, + "volume_max": 0.0032159797847270966, + "frac_active": 0.5 + }, + { + "step": 323, + "loss": 3.410159843042493e-05, + "lyap1_mean": 0.0009667453123256564, + "lyap1_max": 0.006088568363338709, + "lyap_mean": 0.0012946885544806719, + "volume_mean": 0.0012946885544806719, + "volume_max": 0.006897443905472755, + "frac_active": 0.5 + }, + { + "step": 324, + "loss": 6.552247214131057e-05, + "lyap1_mean": 0.007875733077526093, + "lyap1_max": 0.013706986792385578, + "lyap_mean": 0.005732916761189699, + "volume_mean": 0.005732916761189699, + "volume_max": 0.0123240165412426, + "frac_active": 0.875 + }, + { + "step": 325, + "loss": 1.559289376018569e-05, + "lyap1_mean": -0.0001663659350015223, + "lyap1_max": 0.0019866519141942263, + "lyap_mean": 0.00010759441647678614, + "volume_mean": 0.00010759441647678614, + "volume_max": 0.002308416645973921, + "frac_active": 0.5 + }, + { + "step": 326, + "loss": 1.1042167898267508e-05, + "lyap1_mean": -0.0003100404283031821, + "lyap1_max": 0.006007991265505552, + "lyap_mean": 0.0006321952678263187, + "volume_mean": 0.0006321952678263187, + "volume_max": 0.002053359057754278, + "frac_active": 0.6875 + }, + { + "step": 327, + "loss": 1.5500758308917284e-05, + "lyap1_mean": 0.0014558307593688369, + "lyap1_max": 0.00629417272284627, + "lyap_mean": 0.0013914427254348993, + "volume_mean": 0.0013914427254348993, + "volume_max": 0.004051231313496828, + "frac_active": 0.5625 + }, + { + "step": 328, + "loss": 1.4690145690110512e-05, + "lyap1_mean": 0.0014560164418071508, + "lyap1_max": 0.006033502984791994, + "lyap_mean": 0.0002120143035426736, + "volume_mean": 0.0002120143035426736, + "volume_max": 0.004450561013072729, + "frac_active": 0.5 + }, + { + "step": 329, + "loss": 3.4036467695841566e-05, + "lyap1_mean": 0.0020391223952174187, + "lyap1_max": 0.017128359526395798, + "lyap_mean": -0.0008644229965284467, + "volume_mean": -0.0008644229965284467, + "volume_max": 0.00545997591689229, + "frac_active": 0.3125 + }, + { + "step": 330, + "loss": 1.0384120287199039e-05, + "lyap1_mean": 0.0016022997442632914, + "lyap1_max": 0.006265508476644754, + "lyap_mean": 0.0014113914221525192, + "volume_mean": 0.0014113914221525192, + "volume_max": 0.003917568828910589, + "frac_active": 0.625 + }, + { + "step": 331, + "loss": 2.5025112336152233e-05, + "lyap1_mean": 0.0005836100317537785, + "lyap1_max": 0.012331739999353886, + "lyap_mean": 0.0009039528667926788, + "volume_mean": 0.0009039528667926788, + "volume_max": 0.003133676014840603, + "frac_active": 0.625 + }, + { + "step": 332, + "loss": 2.3856238840380684e-05, + "lyap1_mean": -0.001249183900654316, + "lyap1_max": 0.00046066471259109676, + "lyap_mean": -0.002276880666613579, + "volume_mean": -0.002276880666613579, + "volume_max": 0.0017680557211861014, + "frac_active": 0.3125 + }, + { + "step": 333, + "loss": 9.598990800441243e-06, + "lyap1_mean": -0.0019246708834543824, + "lyap1_max": 0.00018844105943571776, + "lyap_mean": -0.00208184402436018, + "volume_mean": -0.00208184402436018, + "volume_max": -0.00014208798529580235, + "frac_active": 0.25 + }, + { + "step": 334, + "loss": 2.0584549929481e-05, + "lyap1_mean": 0.000500547990668565, + "lyap1_max": 0.0051621790044009686, + "lyap_mean": -0.00212244875729084, + "volume_mean": -0.00212244875729084, + "volume_max": -0.0008988509653136134, + "frac_active": 0.25 + }, + { + "step": 335, + "loss": 1.3798882719129324e-05, + "lyap1_mean": 0.001348330406472087, + "lyap1_max": 0.006074128672480583, + "lyap_mean": 0.00029633776284754276, + "volume_mean": 0.00029633776284754276, + "volume_max": 0.0048772115260362625, + "frac_active": 0.5 + }, + { + "step": 336, + "loss": 4.3472326069604605e-05, + "lyap1_mean": 0.0018772671464830637, + "lyap1_max": 0.00947487447410822, + "lyap_mean": 0.0014688227092847228, + "volume_mean": 0.0014688227092847228, + "volume_max": 0.004953662399202585, + "frac_active": 0.5625 + }, + { + "step": 337, + "loss": 2.192251122323796e-05, + "lyap1_mean": 0.005499836057424545, + "lyap1_max": 0.0073332469910383224, + "lyap_mean": -0.0008196375565603375, + "volume_mean": -0.0008196375565603375, + "volume_max": 0.0004691671347245574, + "frac_active": 0.375 + }, + { + "step": 338, + "loss": 2.0686507923528552e-05, + "lyap1_mean": 0.0034212861210107803, + "lyap1_max": 0.005713434889912605, + "lyap_mean": -0.00017538253450766206, + "volume_mean": -0.00017538253450766206, + "volume_max": 0.0028165439143776894, + "frac_active": 0.375 + }, + { + "step": 339, + "loss": 3.1310632039094344e-05, + "lyap1_mean": 0.001286779879592359, + "lyap1_max": 0.008747916668653488, + "lyap_mean": -0.002568380441516638, + "volume_mean": -0.002568380441516638, + "volume_max": 0.00046823680168017745, + "frac_active": 0.3125 + }, + { + "step": 340, + "loss": 1.5189523765002377e-05, + "lyap1_mean": 0.0020127426832914352, + "lyap1_max": 0.005412462167441845, + "lyap_mean": 0.0002685589133761823, + "volume_mean": 0.0002685589133761823, + "volume_max": 0.0029197330586612225, + "frac_active": 0.5 + }, + { + "step": 341, + "loss": 1.7864555047708564e-05, + "lyap1_mean": 0.001089047989808023, + "lyap1_max": 0.004114638548344374, + "lyap_mean": -0.0009129122481681406, + "volume_mean": -0.0009129122481681406, + "volume_max": 0.0025849230587482452, + "frac_active": 0.375 + }, + { + "step": 342, + "loss": 1.6519050404895097e-05, + "lyap1_mean": -0.0003519426682032645, + "lyap1_max": 0.005669960752129555, + "lyap_mean": -0.001365433563478291, + "volume_mean": -0.001365433563478291, + "volume_max": 0.002467319369316101, + "frac_active": 0.375 + }, + { + "step": 343, + "loss": 1.6788650100352243e-05, + "lyap1_mean": -0.0010081954533234239, + "lyap1_max": 0.002909352071583271, + "lyap_mean": -0.0022351962979882956, + "volume_mean": -0.0022351962979882956, + "volume_max": 6.522118928842247e-05, + "frac_active": 0.3125 + }, + { + "step": 344, + "loss": 1.7470716556999832e-05, + "lyap1_mean": 0.003639620030298829, + "lyap1_max": 0.008468376472592354, + "lyap_mean": 0.0013258564285933971, + "volume_mean": 0.0013258564285933971, + "volume_max": 0.003998031839728355, + "frac_active": 0.5 + }, + { + "step": 345, + "loss": 2.477040106896311e-05, + "lyap1_mean": -0.0013651178451254964, + "lyap1_max": 0.003938962239772081, + "lyap_mean": -0.003166883485391736, + "volume_mean": -0.003166883485391736, + "volume_max": -0.0019680075347423553, + "frac_active": 0.1875 + }, + { + "step": 346, + "loss": 2.042292180703953e-05, + "lyap1_mean": -0.0014438149519264698, + "lyap1_max": 0.00490571977570653, + "lyap_mean": -0.003362660063430667, + "volume_mean": -0.003362660063430667, + "volume_max": -0.00013473292347043753, + "frac_active": 0.125 + }, + { + "step": 347, + "loss": 1.7585483874427155e-05, + "lyap1_mean": -0.00076839211396873, + "lyap1_max": 0.006768570281565189, + "lyap_mean": -0.0003669918514788151, + "volume_mean": -0.0003669918514788151, + "volume_max": 0.004858290310949087, + "frac_active": 0.4375 + }, + { + "step": 348, + "loss": 1.325666016782634e-05, + "lyap1_mean": -0.0019497196190059185, + "lyap1_max": 0.0023384117521345615, + "lyap_mean": -0.001982913352549076, + "volume_mean": -0.001982913352549076, + "volume_max": 0.0004637952661141753, + "frac_active": 0.3125 + }, + { + "step": 349, + "loss": 3.3686366805341095e-05, + "lyap1_mean": 0.003344227559864521, + "lyap1_max": 0.009713606908917427, + "lyap_mean": 0.0018325462006032467, + "volume_mean": 0.0018325462006032467, + "volume_max": 0.007943724282085896, + "frac_active": 0.625 + }, + { + "step": 350, + "loss": 2.4845288862707093e-05, + "lyap1_mean": 0.0036670479457825422, + "lyap1_max": 0.008920706808567047, + "lyap_mean": 0.0018505395855754614, + "volume_mean": 0.0018505395855754614, + "volume_max": 0.006166859529912472, + "frac_active": 0.75 + }, + { + "step": 351, + "loss": 2.161004886147566e-05, + "lyap1_mean": -0.001706473995000124, + "lyap1_max": 0.0033259065821766853, + "lyap_mean": -0.003926950506865978, + "volume_mean": -0.003926950506865978, + "volume_max": -0.0020902047399431467, + "frac_active": 0.0625 + }, + { + "step": 352, + "loss": 1.688437259872444e-05, + "lyap1_mean": 0.0018785855500027537, + "lyap1_max": 0.0057478295639157295, + "lyap_mean": 0.0005479829269461334, + "volume_mean": 0.0005479829269461334, + "volume_max": 0.002032258315011859, + "frac_active": 0.625 + }, + { + "step": 353, + "loss": 3.175050369463861e-05, + "lyap1_mean": 0.0025569009594619274, + "lyap1_max": 0.015435118228197098, + "lyap_mean": -0.0013280156999826431, + "volume_mean": -0.0013280156999826431, + "volume_max": 0.0007939300267025828, + "frac_active": 0.3125 + }, + { + "step": 354, + "loss": 2.9997059755260125e-05, + "lyap1_mean": -9.897997369989753e-05, + "lyap1_max": 0.006970746908336878, + "lyap_mean": -0.0026794325094670057, + "volume_mean": -0.0026794325094670057, + "volume_max": 0.003537359181791544, + "frac_active": 0.3125 + }, + { + "step": 355, + "loss": 1.8676379113458097e-05, + "lyap1_mean": 0.0026939278468489647, + "lyap1_max": 0.010248037055134773, + "lyap_mean": -0.0008668656228110194, + "volume_mean": -0.0008668656228110194, + "volume_max": 0.002906160894781351, + "frac_active": 0.3125 + }, + { + "step": 356, + "loss": 1.1315750271023717e-05, + "lyap1_mean": 0.0005732715944759548, + "lyap1_max": 0.004599146079272032, + "lyap_mean": 0.00029806047677993774, + "volume_mean": 0.00029806047677993774, + "volume_max": 0.002403403166681528, + "frac_active": 0.5625 + }, + { + "step": 357, + "loss": 8.681104191055056e-06, + "lyap1_mean": -0.0009210114367306232, + "lyap1_max": 0.0030598908197134733, + "lyap_mean": -0.0005082697607576847, + "volume_mean": -0.0005082697607576847, + "volume_max": 0.0012916737468913198, + "frac_active": 0.375 + }, + { + "step": 358, + "loss": 1.6625375792500563e-05, + "lyap1_mean": 0.004222495015710592, + "lyap1_max": 0.007579380646348, + "lyap_mean": 0.002216719090938568, + "volume_mean": 0.002216719090938568, + "volume_max": 0.003580625168979168, + "frac_active": 0.75 + }, + { + "step": 359, + "loss": 1.2713620890281163e-05, + "lyap1_mean": 0.003118406282737851, + "lyap1_max": 0.005318232346326113, + "lyap_mean": 0.0014699369203299284, + "volume_mean": 0.0014699369203299284, + "volume_max": 0.0037139207124710083, + "frac_active": 0.5 + }, + { + "step": 360, + "loss": 1.973053440451622e-05, + "lyap1_mean": 0.0028812428936362267, + "lyap1_max": 0.0068348790518939495, + "lyap_mean": 0.001305389916524291, + "volume_mean": 0.001305389916524291, + "volume_max": 0.004800764843821526, + "frac_active": 0.6875 + }, + { + "step": 361, + "loss": 2.3304415663005784e-05, + "lyap1_mean": 0.002653540810570121, + "lyap1_max": 0.011151271872222424, + "lyap_mean": 0.0023225692566484213, + "volume_mean": 0.0023225692566484213, + "volume_max": 0.007441266439855099, + "frac_active": 0.75 + }, + { + "step": 362, + "loss": 1.9187531506759115e-05, + "lyap1_mean": 0.002022093627601862, + "lyap1_max": 0.011596574448049068, + "lyap_mean": -0.00022531818831339478, + "volume_mean": -0.00022531818831339478, + "volume_max": 0.0054609691724181175, + "frac_active": 0.375 + }, + { + "step": 363, + "loss": 3.950751124648377e-05, + "lyap1_mean": 0.005961544346064329, + "lyap1_max": 0.018054138869047165, + "lyap_mean": 0.0007043635123409331, + "volume_mean": 0.0007043635123409331, + "volume_max": 0.00474331621080637, + "frac_active": 0.4375 + }, + { + "step": 364, + "loss": 8.134074960253201e-06, + "lyap1_mean": -0.0014038417721167207, + "lyap1_max": 0.004805533215403557, + "lyap_mean": -0.0006390003254637122, + "volume_mean": -0.0006390003254637122, + "volume_max": 0.0012128176167607307, + "frac_active": 0.375 + }, + { + "step": 365, + "loss": 2.953352486656513e-05, + "lyap1_mean": 0.001635634689591825, + "lyap1_max": 0.009427213110029697, + "lyap_mean": -0.0024697454646229744, + "volume_mean": -0.0024697454646229744, + "volume_max": 0.001909564365632832, + "frac_active": 0.3125 + }, + { + "step": 366, + "loss": 2.3468110157409683e-05, + "lyap1_mean": -0.0016011701663956046, + "lyap1_max": 0.003203562693670392, + "lyap_mean": -0.0023778825998306274, + "volume_mean": -0.0023778825998306274, + "volume_max": 0.002082913415506482, + "frac_active": 0.375 + }, + { + "step": 367, + "loss": 4.975482625013683e-06, + "lyap1_mean": 0.0007503590313717723, + "lyap1_max": 0.0030197622254490852, + "lyap_mean": 0.00030262419022619724, + "volume_mean": 0.00030262419022619724, + "volume_max": 0.0009955009445548058, + "frac_active": 0.5625 + }, + { + "step": 368, + "loss": 1.8062601156998426e-05, + "lyap1_mean": -0.0020853360183537006, + "lyap1_max": 0.0008893515332601964, + "lyap_mean": -0.00233907881192863, + "volume_mean": -0.00233907881192863, + "volume_max": 0.0014983703149482608, + "frac_active": 0.3125 + }, + { + "step": 369, + "loss": 1.5612709830747917e-05, + "lyap1_mean": 0.0027805017307400703, + "lyap1_max": 0.004728748928755522, + "lyap_mean": 0.00044080978841520846, + "volume_mean": 0.00044080978841520846, + "volume_max": 0.0016957626212388277, + "frac_active": 0.5625 + }, + { + "step": 370, + "loss": 8.973875992523972e-06, + "lyap1_mean": 0.0024143464397639036, + "lyap1_max": 0.005320478696376085, + "lyap_mean": -0.0005528019974008203, + "volume_mean": -0.0005528019974008203, + "volume_max": 0.0015105573693290353, + "frac_active": 0.375 + }, + { + "step": 371, + "loss": 2.0756669982802123e-05, + "lyap1_mean": 0.0007978950743563473, + "lyap1_max": 0.0064607467502355576, + "lyap_mean": -0.002400372177362442, + "volume_mean": -0.002400372177362442, + "volume_max": -0.0003588499967008829, + "frac_active": 0.3125 + }, + { + "step": 372, + "loss": 1.4356785868585575e-05, + "lyap1_mean": 0.0008113663643598557, + "lyap1_max": 0.0032822773791849613, + "lyap_mean": -0.0015770519385114312, + "volume_mean": -0.0015770519385114312, + "volume_max": 0.0021766494028270245, + "frac_active": 0.3125 + }, + { + "step": 373, + "loss": 1.0712607945606578e-05, + "lyap1_mean": -0.0017443534452468157, + "lyap1_max": 0.003184959990903735, + "lyap_mean": -0.0006997488089837134, + "volume_mean": -0.0006997488089837134, + "volume_max": 0.0020789015106856823, + "frac_active": 0.5 + }, + { + "step": 374, + "loss": 9.770577889867127e-06, + "lyap1_mean": 0.0021881896536797285, + "lyap1_max": 0.004423896782100201, + "lyap_mean": -0.00033296243054792285, + "volume_mean": -0.00033296243054792285, + "volume_max": 0.0021840459667146206, + "frac_active": 0.375 + }, + { + "step": 375, + "loss": 1.2236378097441047e-05, + "lyap1_mean": 0.003041057614609599, + "lyap1_max": 0.0046669673174619675, + "lyap_mean": 0.0004830121179111302, + "volume_mean": 0.0004830121179111302, + "volume_max": 0.0031023710034787655, + "frac_active": 0.5 + }, + { + "step": 376, + "loss": 1.5238026207953226e-05, + "lyap1_mean": 0.001074965693987906, + "lyap1_max": 0.00640577357262373, + "lyap_mean": -0.0007937196060083807, + "volume_mean": -0.0007937196060083807, + "volume_max": 0.0019117628689855337, + "frac_active": 0.375 + }, + { + "step": 377, + "loss": 2.2843150873086415e-05, + "lyap1_mean": 0.0024209616240113974, + "lyap1_max": 0.00894913636147976, + "lyap_mean": -0.0018480939324945211, + "volume_mean": -0.0018480939324945211, + "volume_max": 0.003271155059337616, + "frac_active": 0.1875 + }, + { + "step": 378, + "loss": 1.821095429477282e-05, + "lyap1_mean": 0.0020416369661688805, + "lyap1_max": 0.005279536824673414, + "lyap_mean": -0.0007984095136635005, + "volume_mean": -0.0007984095136635005, + "volume_max": 0.003078385489061475, + "frac_active": 0.4375 + }, + { + "step": 379, + "loss": 1.6943406080827117e-05, + "lyap1_mean": 0.0008635653066448867, + "lyap1_max": 0.005966599099338055, + "lyap_mean": -0.001173919765278697, + "volume_mean": -0.001173919765278697, + "volume_max": 0.0009067035862244666, + "frac_active": 0.375 + }, + { + "step": 380, + "loss": 1.903648444567807e-05, + "lyap1_mean": 0.0010723333107307553, + "lyap1_max": 0.009243556298315525, + "lyap_mean": 0.0002283045614603907, + "volume_mean": 0.0002283045614603907, + "volume_max": 0.005004164297133684, + "frac_active": 0.5 + }, + { + "step": 381, + "loss": 1.196391531266272e-05, + "lyap1_mean": -0.001855071634054184, + "lyap1_max": 0.0030366540886461735, + "lyap_mean": -0.001653418643400073, + "volume_mean": -0.001653418643400073, + "volume_max": 0.0015429409686475992, + "frac_active": 0.3125 + }, + { + "step": 382, + "loss": 2.5686573280836456e-05, + "lyap1_mean": 0.0010121830273419619, + "lyap1_max": 0.007175551261752844, + "lyap_mean": 0.0002663187915459275, + "volume_mean": 0.0002663187915459275, + "volume_max": 0.006570522207766771, + "frac_active": 0.375 + }, + { + "step": 383, + "loss": 1.3654305803356692e-05, + "lyap1_mean": 0.0016790349036455154, + "lyap1_max": 0.007407018914818764, + "lyap_mean": -0.000697766081430018, + "volume_mean": -0.000697766081430018, + "volume_max": 0.0023635183461010456, + "frac_active": 0.4375 + }, + { + "step": 384, + "loss": 1.5204957890091464e-05, + "lyap1_mean": 0.0014059507520869374, + "lyap1_max": 0.004376896657049656, + "lyap_mean": 0.0002474681823514402, + "volume_mean": 0.0002474681823514402, + "volume_max": 0.002159070922061801, + "frac_active": 0.5625 + }, + { + "step": 385, + "loss": 3.442217712290585e-05, + "lyap1_mean": 0.007965775206685066, + "lyap1_max": 0.014485962688922882, + "lyap_mean": 0.0032611675560474396, + "volume_mean": 0.0032611675560474396, + "volume_max": 0.00627138651907444, + "frac_active": 0.8125 + }, + { + "step": 386, + "loss": 1.2893767234345432e-05, + "lyap1_mean": 0.0003298117662779987, + "lyap1_max": 0.0037636710330843925, + "lyap_mean": -0.00042626296635717154, + "volume_mean": -0.00042626296635717154, + "volume_max": 0.0010635408107191324, + "frac_active": 0.375 + }, + { + "step": 387, + "loss": 1.3495992789103184e-05, + "lyap1_mean": -0.0009622396901249886, + "lyap1_max": 0.0022372936364263296, + "lyap_mean": -0.0018275826005265117, + "volume_mean": -0.0018275826005265117, + "volume_max": -2.0351726561784744e-06, + "frac_active": 0.25 + }, + { + "step": 388, + "loss": 1.3644825230585411e-05, + "lyap1_mean": -0.0021599270403385162, + "lyap1_max": 0.00013684650184586644, + "lyap_mean": -0.0014930465258657932, + "volume_mean": -0.0014930465258657932, + "volume_max": -0.00022169551812112331, + "frac_active": 0.375 + }, + { + "step": 389, + "loss": 2.255363142467104e-05, + "lyap1_mean": -0.0010768948122859001, + "lyap1_max": 0.006317770108580589, + "lyap_mean": -0.0006264959229156375, + "volume_mean": -0.0006264959229156375, + "volume_max": 0.0029939585365355015, + "frac_active": 0.4375 + }, + { + "step": 390, + "loss": 1.971962774405256e-05, + "lyap1_mean": 0.005508643575012684, + "lyap1_max": 0.014380700886249542, + "lyap_mean": 0.001065281336195767, + "volume_mean": 0.001065281336195767, + "volume_max": 0.0032608131878077984, + "frac_active": 0.5625 + }, + { + "step": 391, + "loss": 1.2008720659650862e-05, + "lyap1_mean": 0.0012382641434669495, + "lyap1_max": 0.004708492662757635, + "lyap_mean": -0.0009153165156021714, + "volume_mean": -0.0009153165156021714, + "volume_max": 0.001608041813597083, + "frac_active": 0.4375 + }, + { + "step": 392, + "loss": 1.1667568287521135e-05, + "lyap1_mean": -0.00015453601372428238, + "lyap1_max": 0.0012666321126744151, + "lyap_mean": -0.0009848165791481733, + "volume_mean": -0.0009848165791481733, + "volume_max": 0.0010597137734293938, + "frac_active": 0.3125 + }, + { + "step": 393, + "loss": 7.094230568327475e-06, + "lyap1_mean": -0.00026438600616529584, + "lyap1_max": 0.005132386926561594, + "lyap_mean": -0.0003643283271230757, + "volume_mean": -0.0003643283271230757, + "volume_max": 0.0015411929925903678, + "frac_active": 0.4375 + }, + { + "step": 394, + "loss": 2.159128234779928e-05, + "lyap1_mean": -0.001630476675927639, + "lyap1_max": 0.004033972043544054, + "lyap_mean": -0.0021661557257175446, + "volume_mean": -0.0021661557257175446, + "volume_max": 0.004065308719873428, + "frac_active": 0.25 + }, + { + "step": 395, + "loss": 1.7911792383529246e-05, + "lyap1_mean": 0.0009682090021669865, + "lyap1_max": 0.007536024786531925, + "lyap_mean": -0.0024500847794115543, + "volume_mean": -0.0024500847794115543, + "volume_max": 2.256117295473814e-05, + "frac_active": 0.1875 + }, + { + "step": 396, + "loss": 4.097540113434661e-06, + "lyap1_mean": 2.8050417313352227e-05, + "lyap1_max": 0.0020496700890362263, + "lyap_mean": -0.0008104373700916767, + "volume_mean": -0.0008104373700916767, + "volume_max": -0.00010936809121631086, + "frac_active": 0.25 + }, + { + "step": 397, + "loss": 1.4113078577793203e-05, + "lyap1_mean": -0.002182206604629755, + "lyap1_max": 0.0044463458471000195, + "lyap_mean": -0.002166943158954382, + "volume_mean": -0.002166943158954382, + "volume_max": 0.001354819629341364, + "frac_active": 0.1875 + }, + { + "step": 398, + "loss": 6.191510328790173e-05, + "lyap1_mean": 0.009010658599436283, + "lyap1_max": 0.02704028971493244, + "lyap_mean": 0.0015420251293107867, + "volume_mean": 0.0015420251293107867, + "volume_max": 0.007579541299492121, + "frac_active": 0.5625 + }, + { + "step": 399, + "loss": 1.0399837265140377e-05, + "lyap1_mean": 0.0020128251053392887, + "lyap1_max": 0.005394476465880871, + "lyap_mean": 0.0018690836150199175, + "volume_mean": 0.0018690836150199175, + "volume_max": 0.004536841996014118, + "frac_active": 0.75 + }, + { + "step": 400, + "loss": 1.0309391655027866e-05, + "lyap1_mean": -0.0014073119964450598, + "lyap1_max": 0.0008628543000668287, + "lyap_mean": -0.0023606771137565374, + "volume_mean": -0.0023606771137565374, + "volume_max": -0.0007103399257175624, + "frac_active": 0.125 + }, + { + "step": 401, + "loss": 1.193601383420173e-05, + "lyap1_mean": 0.00017828476848080754, + "lyap1_max": 0.005192930810153484, + "lyap_mean": -0.0013140379451215267, + "volume_mean": -0.0013140379451215267, + "volume_max": 0.0027562493924051523, + "frac_active": 0.1875 + }, + { + "step": 402, + "loss": 1.4108729374129325e-05, + "lyap1_mean": -0.002362465485930443, + "lyap1_max": -0.0008528587641194463, + "lyap_mean": -0.002203171607106924, + "volume_mean": -0.002203171607106924, + "volume_max": -0.00031927420059219003, + "frac_active": 0.3125 + }, + { + "step": 403, + "loss": 7.94613515608944e-06, + "lyap1_mean": 0.0017247830983251333, + "lyap1_max": 0.0036589496303349733, + "lyap_mean": -0.0007126562995836139, + "volume_mean": -0.0007126562995836139, + "volume_max": 0.0001394987921230495, + "frac_active": 0.375 + }, + { + "step": 404, + "loss": 1.3177550499676727e-05, + "lyap1_mean": -0.0006644760724157095, + "lyap1_max": 0.0029767677187919617, + "lyap_mean": -0.0008549023768864572, + "volume_mean": -0.0008549023768864572, + "volume_max": 0.0019680545665323734, + "frac_active": 0.4375 + }, + { + "step": 405, + "loss": 3.33113239321392e-05, + "lyap1_mean": 0.005598635412752628, + "lyap1_max": 0.009502509608864784, + "lyap_mean": 0.003531545866280794, + "volume_mean": 0.003531545866280794, + "volume_max": 0.009214019402861595, + "frac_active": 0.8125 + }, + { + "step": 406, + "loss": 1.379637706122594e-05, + "lyap1_mean": 0.005073603242635727, + "lyap1_max": 0.011188188567757607, + "lyap_mean": 0.0008517089881934226, + "volume_mean": 0.0008517089881934226, + "volume_max": 0.002963551552966237, + "frac_active": 0.625 + }, + { + "step": 407, + "loss": 1.0349502190365456e-05, + "lyap1_mean": -0.0011667038779705763, + "lyap1_max": 0.00048751154099591076, + "lyap_mean": -0.0011299063917249441, + "volume_mean": -0.0011299063917249441, + "volume_max": 0.0016274669906124473, + "frac_active": 0.25 + }, + { + "step": 408, + "loss": 6.168954769236734e-06, + "lyap1_mean": 0.0015938864089548588, + "lyap1_max": 0.0056968312710523605, + "lyap_mean": 0.0011367173865437508, + "volume_mean": 0.0011367173865437508, + "volume_max": 0.002882641274482012, + "frac_active": 0.75 + }, + { + "step": 409, + "loss": 8.715443982509896e-06, + "lyap1_mean": 0.0014027046272531152, + "lyap1_max": 0.002778802765533328, + "lyap_mean": 0.0003122947528026998, + "volume_mean": 0.0003122947528026998, + "volume_max": 0.001894013723358512, + "frac_active": 0.5625 + }, + { + "step": 410, + "loss": 8.735119990888052e-06, + "lyap1_mean": 0.0017200697911903262, + "lyap1_max": 0.006767598912119865, + "lyap_mean": 0.0010385600617155433, + "volume_mean": 0.0010385600617155433, + "volume_max": 0.004283814691007137, + "frac_active": 0.5625 + }, + { + "step": 411, + "loss": 1.1261710824328475e-05, + "lyap1_mean": 0.0030929597560316324, + "lyap1_max": 0.006788957864046097, + "lyap_mean": 0.0013478861656039953, + "volume_mean": 0.0013478861656039953, + "volume_max": 0.004227826371788979, + "frac_active": 0.6875 + }, + { + "step": 412, + "loss": 1.1782484762079548e-05, + "lyap1_mean": 0.00040391890797764063, + "lyap1_max": 0.00571203138679266, + "lyap_mean": 0.0009291200549341738, + "volume_mean": 0.0009291200549341738, + "volume_max": 0.0038434849120676517, + "frac_active": 0.4375 + }, + { + "step": 413, + "loss": 7.905891834525391e-06, + "lyap1_mean": 0.003560105338692665, + "lyap1_max": 0.006062549073249102, + "lyap_mean": 0.0002793450839817524, + "volume_mean": 0.0002793450839817524, + "volume_max": 0.0022714438382536173, + "frac_active": 0.5 + }, + { + "step": 414, + "loss": 6.340707841445692e-06, + "lyap1_mean": 0.00030714168678969145, + "lyap1_max": 0.0026938302908092737, + "lyap_mean": 0.00033115874975919724, + "volume_mean": 0.00033115874975919724, + "volume_max": 0.0022044694051146507, + "frac_active": 0.5625 + }, + { + "step": 415, + "loss": 7.762235327390954e-06, + "lyap1_mean": -0.0004232977516949177, + "lyap1_max": 0.002762445015832782, + "lyap_mean": -0.0002398435171926394, + "volume_mean": -0.0002398435171926394, + "volume_max": 0.0007297945558093488, + "frac_active": 0.5 + }, + { + "step": 416, + "loss": 8.937190614233259e-06, + "lyap1_mean": -5.695366417057812e-05, + "lyap1_max": 0.001530779991298914, + "lyap_mean": -0.001266254810616374, + "volume_mean": -0.001266254810616374, + "volume_max": 0.001042244490236044, + "frac_active": 0.375 + }, + { + "step": 417, + "loss": 1.5202029317151755e-05, + "lyap1_mean": 0.0033933455124497414, + "lyap1_max": 0.005910024046897888, + "lyap_mean": 0.0031113657169044018, + "volume_mean": 0.0031113657169044018, + "volume_max": 0.004365358501672745, + "frac_active": 0.9375 + }, + { + "step": 418, + "loss": 6.725427283527097e-06, + "lyap1_mean": 0.0018447439651936293, + "lyap1_max": 0.0042788563296198845, + "lyap_mean": 0.0002086487365886569, + "volume_mean": 0.0002086487365886569, + "volume_max": 0.0007420499459840357, + "frac_active": 0.625 + }, + { + "step": 419, + "loss": 1.4185990039550234e-05, + "lyap1_mean": 0.0005548520130105317, + "lyap1_max": 0.0070809004828333855, + "lyap_mean": -0.000801982416305691, + "volume_mean": -0.000801982416305691, + "volume_max": 0.0005604065954685211, + "frac_active": 0.4375 + }, + { + "step": 420, + "loss": 3.2222626032307744e-05, + "lyap1_mean": -7.138540968298912e-05, + "lyap1_max": 0.012099653482437134, + "lyap_mean": -0.0005240552127361298, + "volume_mean": -0.0005240552127361298, + "volume_max": 0.008085236884653568, + "frac_active": 0.25 + }, + { + "step": 421, + "loss": 3.041189120267518e-05, + "lyap1_mean": 0.006718423217535019, + "lyap1_max": 0.012898284010589123, + "lyap_mean": 0.0007358525181189179, + "volume_mean": 0.0007358525181189179, + "volume_max": 0.0050104353576898575, + "frac_active": 0.375 + }, + { + "step": 422, + "loss": 9.792400305741467e-06, + "lyap1_mean": -0.001227939734235406, + "lyap1_max": 0.0008129585767164826, + "lyap_mean": -0.0022596241906285286, + "volume_mean": -0.0022596241906285286, + "volume_max": -0.0006969710811972618, + "frac_active": 0.125 + }, + { + "step": 423, + "loss": 9.603868420526851e-06, + "lyap1_mean": -0.0009614552254788578, + "lyap1_max": 0.00014832727902103215, + "lyap_mean": -0.0021783001720905304, + "volume_mean": -0.0021783001720905304, + "volume_max": -0.0006489910883828998, + "frac_active": 0.1875 + }, + { + "step": 424, + "loss": 1.3880047845304944e-05, + "lyap1_mean": -0.003322468139231205, + "lyap1_max": 0.0011601102305576205, + "lyap_mean": -0.0030400315299630165, + "volume_mean": -0.0030400315299630165, + "volume_max": -0.0015255188336595893, + "frac_active": 0.125 + }, + { + "step": 425, + "loss": 1.7413309251423925e-05, + "lyap1_mean": -0.0020403501112014055, + "lyap1_max": 0.0013372506946325302, + "lyap_mean": -0.0035561081022024155, + "volume_mean": -0.0035561081022024155, + "volume_max": -0.0019254609942436218, + "frac_active": 0.0625 + }, + { + "step": 426, + "loss": 1.741010601108428e-05, + "lyap1_mean": -0.003403431735932827, + "lyap1_max": -0.0007654387154616416, + "lyap_mean": -0.002593272365629673, + "volume_mean": -0.002593272365629673, + "volume_max": 0.00216905795969069, + "frac_active": 0.1875 + }, + { + "step": 427, + "loss": 1.0346930139348842e-05, + "lyap1_mean": 0.0002920067636296153, + "lyap1_max": 0.0018761000828817487, + "lyap_mean": -0.0019656105432659388, + "volume_mean": -0.0019656105432659388, + "volume_max": 0.00010281398135703057, + "frac_active": 0.1875 + }, + { + "step": 428, + "loss": 1.0487663530511782e-05, + "lyap1_mean": 0.0017051930772140622, + "lyap1_max": 0.004048612900078297, + "lyap_mean": 0.0007707597687840462, + "volume_mean": 0.0007707597687840462, + "volume_max": 0.0041069951839745045, + "frac_active": 0.5625 + }, + { + "step": 429, + "loss": 6.003170710755512e-06, + "lyap1_mean": 0.002387872664257884, + "lyap1_max": 0.0029418927151709795, + "lyap_mean": 0.0015379220712929964, + "volume_mean": 0.0015379220712929964, + "volume_max": 0.002611566334962845, + "frac_active": 0.75 + }, + { + "step": 430, + "loss": 4.744977104564896e-06, + "lyap1_mean": -4.52999520348385e-05, + "lyap1_max": 0.003884781850501895, + "lyap_mean": 4.020482083433308e-05, + "volume_mean": 4.020482083433308e-05, + "volume_max": 0.0019556041806936264, + "frac_active": 0.5 + }, + { + "step": 431, + "loss": 1.3387663784669712e-05, + "lyap1_mean": -0.0021693361923098564, + "lyap1_max": 0.0021284183021634817, + "lyap_mean": -0.002154508139938116, + "volume_mean": -0.002154508139938116, + "volume_max": -0.0003083244082517922, + "frac_active": 0.3125 + }, + { + "step": 432, + "loss": 5.192277058085892e-06, + "lyap1_mean": 0.0005145010072737932, + "lyap1_max": 0.0016329505015164614, + "lyap_mean": 0.00020042929099872708, + "volume_mean": 0.00020042929099872708, + "volume_max": 0.0017610292416065931, + "frac_active": 0.4375 + }, + { + "step": 433, + "loss": 4.766546680912143e-06, + "lyap1_mean": -9.230294381268322e-05, + "lyap1_max": 0.0008979124831967056, + "lyap_mean": -0.0004355184209998697, + "volume_mean": -0.0004355184209998697, + "volume_max": 0.00023434922331944108, + "frac_active": 0.4375 + }, + { + "step": 434, + "loss": 4.855267434322741e-06, + "lyap1_mean": -0.00022563213133253157, + "lyap1_max": 0.0026904793921858072, + "lyap_mean": -0.0005235562566667795, + "volume_mean": -0.0005235562566667795, + "volume_max": 0.0012825442245230079, + "frac_active": 0.375 + }, + { + "step": 435, + "loss": 1.4820036085438915e-05, + "lyap1_mean": 0.0024760367814451456, + "lyap1_max": 0.003859816351905465, + "lyap_mean": -0.0017610298236832023, + "volume_mean": -0.0017610298236832023, + "volume_max": -0.00012547371443361044, + "frac_active": 0.3125 + }, + { + "step": 436, + "loss": 7.141591595427599e-06, + "lyap1_mean": 0.0025789858773350716, + "lyap1_max": 0.0054466743022203445, + "lyap_mean": 0.0014600198483094573, + "volume_mean": 0.0014600198483094573, + "volume_max": 0.0026530292816460133, + "frac_active": 0.8125 + }, + { + "step": 437, + "loss": 1.089388933905866e-05, + "lyap1_mean": -0.00041527440771460533, + "lyap1_max": 0.004154550842940807, + "lyap_mean": -0.0011175412219017744, + "volume_mean": -0.0011175412219017744, + "volume_max": 6.464484613388777e-06, + "frac_active": 0.375 + }, + { + "step": 438, + "loss": 6.805761586292647e-06, + "lyap1_mean": 0.0015952144749462605, + "lyap1_max": 0.0031471161637455225, + "lyap_mean": 3.3151794923469424e-05, + "volume_mean": 3.3151794923469424e-05, + "volume_max": 0.001698547974228859, + "frac_active": 0.5 + }, + { + "step": 439, + "loss": 8.331224307767116e-06, + "lyap1_mean": 0.0016082588117569685, + "lyap1_max": 0.004160589072853327, + "lyap_mean": 0.0007164955604821444, + "volume_mean": 0.0007164955604821444, + "volume_max": 0.0032368535175919533, + "frac_active": 0.5625 + }, + { + "step": 440, + "loss": 2.3119991965359077e-05, + "lyap1_mean": 0.002204862190410495, + "lyap1_max": 0.00753031624481082, + "lyap_mean": 0.0007170670432969928, + "volume_mean": 0.0007170670432969928, + "volume_max": 0.0036530056968331337, + "frac_active": 0.4375 + }, + { + "step": 441, + "loss": 6.299667347775539e-06, + "lyap1_mean": -0.0005763049703091383, + "lyap1_max": 0.0010301230940967798, + "lyap_mean": -0.0005735406302846968, + "volume_mean": -0.0005735406302846968, + "volume_max": 0.0008336644386872649, + "frac_active": 0.3125 + }, + { + "step": 442, + "loss": 1.0851159458979964e-05, + "lyap1_mean": 0.002522517228499055, + "lyap1_max": 0.005606723949313164, + "lyap_mean": 0.0010982435196638107, + "volume_mean": 0.0010982435196638107, + "volume_max": 0.0029426009859889746, + "frac_active": 0.625 + }, + { + "step": 443, + "loss": 9.906798368319869e-06, + "lyap1_mean": 0.0015212571015581489, + "lyap1_max": 0.003474794328212738, + "lyap_mean": 0.0006386497989296913, + "volume_mean": 0.0006386497989296913, + "volume_max": 0.0030473615042865276, + "frac_active": 0.625 + }, + { + "step": 444, + "loss": 1.263990270672366e-05, + "lyap1_mean": -0.0022019241005182266, + "lyap1_max": -0.0014601669972762465, + "lyap_mean": -0.0009165350929833949, + "volume_mean": -0.0009165350929833949, + "volume_max": 0.0016842442564666271, + "frac_active": 0.1875 + }, + { + "step": 445, + "loss": 1.618214082554914e-05, + "lyap1_mean": 0.0006893935496918857, + "lyap1_max": 0.007042748853564262, + "lyap_mean": -0.0021309887524694204, + "volume_mean": -0.0021309887524694204, + "volume_max": 0.001663382281549275, + "frac_active": 0.1875 + }, + { + "step": 446, + "loss": 8.580118446843699e-06, + "lyap1_mean": -0.0002972761867567897, + "lyap1_max": 0.0017663768958300352, + "lyap_mean": -0.00022004026686772704, + "volume_mean": -0.00022004026686772704, + "volume_max": 0.00288334209471941, + "frac_active": 0.4375 + }, + { + "step": 447, + "loss": 1.5290268493117765e-05, + "lyap1_mean": -0.002345201326534152, + "lyap1_max": 0.0042235227301716805, + "lyap_mean": -0.00284821935929358, + "volume_mean": -0.00284821935929358, + "volume_max": -0.00014423142420127988, + "frac_active": 0.0625 + }, + { + "step": 448, + "loss": 7.214991455839481e-06, + "lyap1_mean": 0.0004348937945906073, + "lyap1_max": 0.0035274128895252943, + "lyap_mean": -0.0007373836706392467, + "volume_mean": -0.0007373836706392467, + "volume_max": 0.0015813722275197506, + "frac_active": 0.3125 + }, + { + "step": 449, + "loss": 8.355015779670794e-06, + "lyap1_mean": 0.000608817907050252, + "lyap1_max": 0.005965733900666237, + "lyap_mean": 5.05972420796752e-05, + "volume_mean": 5.05972420796752e-05, + "volume_max": 0.0028119883500039577, + "frac_active": 0.5 + }, + { + "step": 450, + "loss": 1.4895683307258878e-05, + "lyap1_mean": 0.0011224598856642842, + "lyap1_max": 0.00573381781578064, + "lyap_mean": 0.001093727652914822, + "volume_mean": 0.001093727652914822, + "volume_max": 0.005551378708332777, + "frac_active": 0.6875 + }, + { + "step": 451, + "loss": 1.2481585144996643e-05, + "lyap1_mean": -0.0020217185374349356, + "lyap1_max": 0.00019951486319769174, + "lyap_mean": -0.0009200118365697563, + "volume_mean": -0.0009200118365697563, + "volume_max": 0.002728654071688652, + "frac_active": 0.375 + }, + { + "step": 452, + "loss": 7.566632575617405e-06, + "lyap1_mean": 5.475746002048254e-05, + "lyap1_max": 0.0024473685771226883, + "lyap_mean": 0.00011058931704610586, + "volume_mean": 0.00011058931704610586, + "volume_max": 0.0023786386009305716, + "frac_active": 0.625 + }, + { + "step": 453, + "loss": 9.69765278568957e-06, + "lyap1_mean": 0.00021097589342389256, + "lyap1_max": 0.0006895994301885366, + "lyap_mean": 0.00047627833555452526, + "volume_mean": 0.00047627833555452526, + "volume_max": 0.0027301693335175514, + "frac_active": 0.625 + }, + { + "step": 454, + "loss": 1.0829867278516758e-05, + "lyap1_mean": 0.0014226941857486963, + "lyap1_max": 0.006566349882632494, + "lyap_mean": 0.0010348052019253373, + "volume_mean": 0.0010348052019253373, + "volume_max": 0.0028519274201244116, + "frac_active": 0.5 + }, + { + "step": 455, + "loss": 1.3720375136472285e-05, + "lyap1_mean": -0.0008358462364412844, + "lyap1_max": 0.005581033416092396, + "lyap_mean": -0.0016930695855990052, + "volume_mean": -0.0016930695855990052, + "volume_max": 0.0019025685032829642, + "frac_active": 0.375 + }, + { + "step": 456, + "loss": 5.70420934309368e-06, + "lyap1_mean": 0.000493674713652581, + "lyap1_max": 0.0025448526721447706, + "lyap_mean": -0.00041026537655852735, + "volume_mean": -0.00041026537655852735, + "volume_max": 0.001779749058187008, + "frac_active": 0.5 + }, + { + "step": 457, + "loss": 7.60667944632587e-06, + "lyap1_mean": 0.0007835120777599514, + "lyap1_max": 0.004970225039869547, + "lyap_mean": -0.0007701041176915169, + "volume_mean": -0.0007701041176915169, + "volume_max": 0.00022603070829063654, + "frac_active": 0.375 + }, + { + "step": 458, + "loss": 2.1206302335485816e-05, + "lyap1_mean": 0.0034040366299450397, + "lyap1_max": 0.006242662202566862, + "lyap_mean": 0.0028160596266388893, + "volume_mean": 0.0028160596266388893, + "volume_max": 0.00782268587499857, + "frac_active": 0.75 + }, + { + "step": 459, + "loss": 7.98516339273192e-06, + "lyap1_mean": 0.000851907825563103, + "lyap1_max": 0.00497701670974493, + "lyap_mean": -0.0005374010652303696, + "volume_mean": -0.0005374010652303696, + "volume_max": 0.0024910741485655308, + "frac_active": 0.4375 + }, + { + "step": 460, + "loss": 1.2775933100783732e-05, + "lyap1_mean": 0.0022262621205300093, + "lyap1_max": 0.004479357041418552, + "lyap_mean": 0.0017628346104174852, + "volume_mean": 0.0017628346104174852, + "volume_max": 0.0046357992105185986, + "frac_active": 0.6875 + }, + { + "step": 461, + "loss": 8.761820936342701e-06, + "lyap1_mean": 9.312074689660221e-05, + "lyap1_max": 0.002274438040331006, + "lyap_mean": -0.0016282317228615284, + "volume_mean": -0.0016282317228615284, + "volume_max": -0.0005612103268504143, + "frac_active": 0.25 + }, + { + "step": 462, + "loss": 1.334009266429348e-05, + "lyap1_mean": -0.00015086017083376646, + "lyap1_max": 0.0012886937474831939, + "lyap_mean": 0.0006054301629774272, + "volume_mean": 0.0006054301629774272, + "volume_max": 0.004051413387060165, + "frac_active": 0.5625 + }, + { + "step": 463, + "loss": 8.8294837041758e-06, + "lyap1_mean": -8.881947724148631e-05, + "lyap1_max": 0.0036515165120363235, + "lyap_mean": -0.00017831023433245718, + "volume_mean": -0.00017831023433245718, + "volume_max": 0.0012195904273539782, + "frac_active": 0.375 + }, + { + "step": 464, + "loss": 1.0510359970794525e-05, + "lyap1_mean": -0.0008210475207306445, + "lyap1_max": 0.00499497726559639, + "lyap_mean": -0.0015528732910752296, + "volume_mean": -0.0015528732910752296, + "volume_max": 0.000707817729562521, + "frac_active": 0.3125 + }, + { + "step": 465, + "loss": 1.9992767192889005e-05, + "lyap1_mean": 0.0029238942079246044, + "lyap1_max": 0.00648465845733881, + "lyap_mean": 0.0027252542786300182, + "volume_mean": 0.0027252542786300182, + "volume_max": 0.005164440721273422, + "frac_active": 0.6875 + }, + { + "step": 466, + "loss": 6.034878879290773e-06, + "lyap1_mean": 0.0019395634299144149, + "lyap1_max": 0.0022502450738102198, + "lyap_mean": -0.00044748102664016187, + "volume_mean": -0.00044748102664016187, + "volume_max": 0.0007345867925323546, + "frac_active": 0.4375 + }, + { + "step": 467, + "loss": 1.3936352843302302e-05, + "lyap1_mean": 0.0010679055703803897, + "lyap1_max": 0.003589048981666565, + "lyap_mean": 0.00021322816610336304, + "volume_mean": 0.00021322816610336304, + "volume_max": 0.0029796375893056393, + "frac_active": 0.5625 + }, + { + "step": 468, + "loss": 4.949003141518915e-06, + "lyap1_mean": -0.0008333180448971689, + "lyap1_max": 0.0030459482222795486, + "lyap_mean": -0.00053150684107095, + "volume_mean": -0.00053150684107095, + "volume_max": 0.001036766916513443, + "frac_active": 0.4375 + }, + { + "step": 469, + "loss": 7.069848834362347e-06, + "lyap1_mean": 0.0008689062669873238, + "lyap1_max": 0.003816386451944709, + "lyap_mean": -0.0007353243418037891, + "volume_mean": -0.0007353243418037891, + "volume_max": 0.002463070908561349, + "frac_active": 0.375 + }, + { + "step": 470, + "loss": 1.279904790862929e-05, + "lyap1_mean": 0.0017310247058048844, + "lyap1_max": 0.005161503795534372, + "lyap_mean": -0.0012073462130501866, + "volume_mean": -0.0012073462130501866, + "volume_max": 0.0017593498341739178, + "frac_active": 0.375 + }, + { + "step": 471, + "loss": 8.089975381153636e-06, + "lyap1_mean": 0.0012014323147013783, + "lyap1_max": 0.007764912210404873, + "lyap_mean": 0.0004873939324170351, + "volume_mean": 0.0004873939324170351, + "volume_max": 0.0028339915443211794, + "frac_active": 0.4375 + }, + { + "step": 472, + "loss": 6.982743343542097e-06, + "lyap1_mean": 0.002270595170557499, + "lyap1_max": 0.004719644319266081, + "lyap_mean": 0.0016842109616845846, + "volume_mean": 0.0016842109616845846, + "volume_max": 0.002973756054416299, + "frac_active": 0.75 + }, + { + "step": 473, + "loss": 1.4084489521337673e-05, + "lyap1_mean": 0.0004828886594623327, + "lyap1_max": 0.0018746689893305302, + "lyap_mean": -0.0011841757223010063, + "volume_mean": -0.0011841757223010063, + "volume_max": 0.001249929191544652, + "frac_active": 0.4375 + }, + { + "step": 474, + "loss": 5.069121925771469e-06, + "lyap1_mean": 0.0005291851703077555, + "lyap1_max": 0.00215589115396142, + "lyap_mean": -0.0007418342866003513, + "volume_mean": -0.0007418342866003513, + "volume_max": 0.0001846914237830788, + "frac_active": 0.25 + }, + { + "step": 475, + "loss": 1.4617966371588409e-05, + "lyap1_mean": 0.0011257980950176716, + "lyap1_max": 0.004531196318566799, + "lyap_mean": -0.0009614703012630343, + "volume_mean": -0.0009614703012630343, + "volume_max": 0.0014008213765919209, + "frac_active": 0.5625 + }, + { + "step": 476, + "loss": 1.0222040145890787e-05, + "lyap1_mean": 0.0013792188838124275, + "lyap1_max": 0.009412437677383423, + "lyap_mean": -0.0002610717201605439, + "volume_mean": -0.0002610717201605439, + "volume_max": 0.0030406746082007885, + "frac_active": 0.375 + }, + { + "step": 477, + "loss": 4.263918071956141e-06, + "lyap1_mean": 0.00011138583067804575, + "lyap1_max": 0.0015946375206112862, + "lyap_mean": 4.338245344115421e-05, + "volume_mean": 4.338245344115421e-05, + "volume_max": 0.0014596297405660152, + "frac_active": 0.5 + }, + { + "step": 478, + "loss": 1.5834168152650818e-05, + "lyap1_mean": 0.0005840206285938621, + "lyap1_max": 0.005600526463240385, + "lyap_mean": -0.002071630908176303, + "volume_mean": -0.002071630908176303, + "volume_max": 0.0005766714457422495, + "frac_active": 0.3125 + }, + { + "step": 479, + "loss": 5.374155080062337e-06, + "lyap1_mean": -0.00048079239786602557, + "lyap1_max": 0.0022045779041945934, + "lyap_mean": 0.00042164709884673357, + "volume_mean": 0.00042164709884673357, + "volume_max": 0.0032787402160465717, + "frac_active": 0.375 + }, + { + "step": 480, + "loss": 6.420152203645557e-06, + "lyap1_mean": 0.00023514803615398705, + "lyap1_max": 0.0034727819729596376, + "lyap_mean": 0.00035896850749850273, + "volume_mean": 0.00035896850749850273, + "volume_max": 0.0021756282076239586, + "frac_active": 0.625 + }, + { + "step": 481, + "loss": 1.3356916497286875e-05, + "lyap1_mean": 0.001472490024752915, + "lyap1_max": 0.006552891340106726, + "lyap_mean": 0.0016043714713305235, + "volume_mean": 0.0016043714713305235, + "volume_max": 0.005239064805209637, + "frac_active": 0.625 + }, + { + "step": 482, + "loss": 6.4420119088026695e-06, + "lyap1_mean": 0.0011083318386226892, + "lyap1_max": 0.003845208790153265, + "lyap_mean": 0.0005573011585511267, + "volume_mean": 0.0005573011585511267, + "volume_max": 0.002598945517092943, + "frac_active": 0.6875 + }, + { + "step": 483, + "loss": 3.442714159973548e-06, + "lyap1_mean": -0.0003895042173098773, + "lyap1_max": 0.003222548635676503, + "lyap_mean": -0.0007417022134177387, + "volume_mean": -0.0007417022134177387, + "volume_max": 0.0004173175839241594, + "frac_active": 0.3125 + }, + { + "step": 484, + "loss": 8.057893865043297e-06, + "lyap1_mean": -0.0003738865489140153, + "lyap1_max": 0.0038233541417866945, + "lyap_mean": -0.0001734012912493199, + "volume_mean": -0.0001734012912493199, + "volume_max": 0.003600197844207287, + "frac_active": 0.375 + }, + { + "step": 485, + "loss": 7.099526555975899e-06, + "lyap1_mean": 0.00044852198334410787, + "lyap1_max": 0.0040596299804747105, + "lyap_mean": 0.0005562028381973505, + "volume_mean": 0.0005562028381973505, + "volume_max": 0.002384072169661522, + "frac_active": 0.5 + }, + { + "step": 486, + "loss": 6.748423857061425e-06, + "lyap1_mean": -0.0017687083454802632, + "lyap1_max": -0.0013169982703402638, + "lyap_mean": -0.0018243866506963968, + "volume_mean": -0.0018243866506963968, + "volume_max": -0.00020220638543833047, + "frac_active": 0.1875 + }, + { + "step": 487, + "loss": 3.7362715374911204e-06, + "lyap1_mean": -0.0015684596728533506, + "lyap1_max": -0.00012492694077081978, + "lyap_mean": -0.0012428024783730507, + "volume_mean": -0.0012428024783730507, + "volume_max": -0.00019784440519288182, + "frac_active": 0.125 + }, + { + "step": 488, + "loss": 7.574353730888106e-06, + "lyap1_mean": 0.002692856127396226, + "lyap1_max": 0.006853196769952774, + "lyap_mean": 0.0008462754776701331, + "volume_mean": 0.0008462754776701331, + "volume_max": 0.0028795809485018253, + "frac_active": 0.625 + }, + { + "step": 489, + "loss": 4.142630132264458e-06, + "lyap1_mean": -0.000498240115121007, + "lyap1_max": 0.0007686662138439715, + "lyap_mean": -0.0007371802348643541, + "volume_mean": -0.0007371802348643541, + "volume_max": 0.0017946145962923765, + "frac_active": 0.375 + }, + { + "step": 490, + "loss": 1.3722865332965739e-05, + "lyap1_mean": 0.003401068039238453, + "lyap1_max": 0.007686419412493706, + "lyap_mean": 0.0003494147676974535, + "volume_mean": 0.0003494147676974535, + "volume_max": 0.002083411905914545, + "frac_active": 0.4375 + }, + { + "step": 491, + "loss": 3.0541434625774855e-06, + "lyap1_mean": 0.0006312369368970394, + "lyap1_max": 0.0035639507696032524, + "lyap_mean": 0.00026767817325890064, + "volume_mean": 0.00026767817325890064, + "volume_max": 0.0017333051655441523, + "frac_active": 0.5625 + }, + { + "step": 492, + "loss": 7.845319487387314e-06, + "lyap1_mean": -0.000731170061044395, + "lyap1_max": 0.0024201071355491877, + "lyap_mean": -0.00018292840104550123, + "volume_mean": -0.00018292840104550123, + "volume_max": 0.0028398623690009117, + "frac_active": 0.375 + }, + { + "step": 493, + "loss": 6.156052677397383e-06, + "lyap1_mean": 0.0015335673233494163, + "lyap1_max": 0.004257828928530216, + "lyap_mean": 0.001312005566433072, + "volume_mean": 0.001312005566433072, + "volume_max": 0.0031669687014073133, + "frac_active": 0.625 + }, + { + "step": 494, + "loss": 6.0485976973723155e-06, + "lyap1_mean": 0.0012561429757624865, + "lyap1_max": 0.0030843561980873346, + "lyap_mean": 0.0017273599514737725, + "volume_mean": 0.0017273599514737725, + "volume_max": 0.003975924104452133, + "frac_active": 0.875 + }, + { + "step": 495, + "loss": 1.899801463878248e-05, + "lyap1_mean": 0.0020506265573203564, + "lyap1_max": 0.007154865190386772, + "lyap_mean": 0.001981121953576803, + "volume_mean": 0.001981121953576803, + "volume_max": 0.007470223121345043, + "frac_active": 0.6875 + }, + { + "step": 496, + "loss": 2.3950851755216718e-06, + "lyap1_mean": 0.0003844007442239672, + "lyap1_max": 0.0015205324161797762, + "lyap_mean": 0.0005139617132954299, + "volume_mean": 0.0005139617132954299, + "volume_max": 0.0015543459448963404, + "frac_active": 0.6875 + }, + { + "step": 497, + "loss": 7.466136139555601e-06, + "lyap1_mean": -0.0022093052975833416, + "lyap1_max": 0.0006082113832235336, + "lyap_mean": -0.0016310744686052203, + "volume_mean": -0.0016310744686052203, + "volume_max": 0.00022092816652730107, + "frac_active": 0.3125 + }, + { + "step": 498, + "loss": 3.640910563262878e-06, + "lyap1_mean": -0.00023867731215432286, + "lyap1_max": 0.0034296754747629166, + "lyap_mean": -0.0007291074725799263, + "volume_mean": -0.0007291074725799263, + "volume_max": 0.0009157417807728052, + "frac_active": 0.3125 + }, + { + "step": 499, + "loss": 5.6742046581348404e-06, + "lyap1_mean": -0.0008475391659885645, + "lyap1_max": 0.000376202049665153, + "lyap_mean": -0.0014635962434113026, + "volume_mean": -0.0014635962434113026, + "volume_max": 0.0006732401088811457, + "frac_active": 0.1875 + } + ] + } + ], + "evals": [ + { + "kind": "initial", + "train_step": 0, + "acc": 0.59765625, + "tok_acc": 0.8614245756172839 + }, + { + "kind": "after_floss", + "train_step": 0, + "episode": 0, + "acc": 0.0, + "tok_acc": 0.11887538580246913 + }, + { + "kind": "after_floss", + "train_step": 500, + "episode": 1, + "acc": 0.0, + "tok_acc": 0.13857542438271606 + }, + { + "kind": "task", + "train_step": 1000, + "acc": 0.021484375, + "tok_acc": 0.6502218364197531 + }, + { + "kind": "task", + "train_step": 2000, + "acc": 0.041015625, + "tok_acc": 0.6834490740740741 + }, + { + "kind": "task", + "train_step": 3000, + "acc": 0.255859375, + "tok_acc": 0.7338204089506173 + }, + { + "kind": "task", + "train_step": 4000, + "acc": 0.275390625, + "tok_acc": 0.7504340277777778 + }, + { + "kind": "task", + "train_step": 5000, + "acc": 0.453125, + "tok_acc": 0.8158998842592593 + }, + { + "kind": "task", + "train_step": 6000, + "acc": 0.466796875, + "tok_acc": 0.8200231481481481 + }, + { + "kind": "task", + "train_step": 7000, + "acc": 0.494140625, + "tok_acc": 0.8233265817901234 + }, + { + "kind": "task", + "train_step": 8000, + "acc": 0.501953125, + "tok_acc": 0.8291377314814815 + }, + { + "kind": "task", + "train_step": 9000, + "acc": 0.521484375, + "tok_acc": 0.8365644290123457 + }, + { + "kind": "task", + "train_step": 10000, + "acc": 0.51953125, + "tok_acc": 0.8338155864197531 + }, + { + "kind": "final", + "train_step": 10000, + "acc": 0.51953125, + "tok_acc": 0.8338155864197531 + } + ], + "final_acc": 0.51953125, + "final_tok_acc": 0.8338155864197531 +}
\ No newline at end of file |