|
{ |
|
"best_metric": 0.855129650507328, |
|
"best_model_checkpoint": "convnextv2-femto-1k-224-finetuned-galaxy10-decals/checkpoint-1750", |
|
"epoch": 29.76, |
|
"eval_steps": 500, |
|
"global_step": 1860, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 2.688172043010753e-06, |
|
"loss": 2.2938, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 5.376344086021506e-06, |
|
"loss": 2.2304, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 8.064516129032258e-06, |
|
"loss": 2.1459, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 1.0752688172043012e-05, |
|
"loss": 2.0438, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 1.3440860215053763e-05, |
|
"loss": 1.9135, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"learning_rate": 1.6129032258064517e-05, |
|
"loss": 1.7326, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"eval_accuracy": 0.47576099210823, |
|
"eval_f1": 0.4311527322114678, |
|
"eval_loss": 1.6139589548110962, |
|
"eval_precision": 0.45304651741597685, |
|
"eval_recall": 0.47576099210823, |
|
"eval_runtime": 11.1814, |
|
"eval_samples_per_second": 158.656, |
|
"eval_steps_per_second": 2.504, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 1.881720430107527e-05, |
|
"loss": 1.6306, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 2.1505376344086024e-05, |
|
"loss": 1.4936, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"learning_rate": 2.4193548387096777e-05, |
|
"loss": 1.4009, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 2.6881720430107527e-05, |
|
"loss": 1.3279, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 2.9569892473118284e-05, |
|
"loss": 1.2286, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 3.2258064516129034e-05, |
|
"loss": 1.1706, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6217587373167982, |
|
"eval_f1": 0.5983094219388831, |
|
"eval_loss": 1.082655906677246, |
|
"eval_precision": 0.6293693683935561, |
|
"eval_recall": 0.6217587373167982, |
|
"eval_runtime": 11.1774, |
|
"eval_samples_per_second": 158.712, |
|
"eval_steps_per_second": 2.505, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 3.494623655913979e-05, |
|
"loss": 1.1132, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 3.763440860215054e-05, |
|
"loss": 1.064, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 4.032258064516129e-05, |
|
"loss": 1.0006, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 4.301075268817205e-05, |
|
"loss": 0.9611, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 4.56989247311828e-05, |
|
"loss": 0.9414, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"learning_rate": 4.8387096774193554e-05, |
|
"loss": 0.9046, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"eval_accuracy": 0.7542277339346111, |
|
"eval_f1": 0.735142804150836, |
|
"eval_loss": 0.7417691349983215, |
|
"eval_precision": 0.7565976866219676, |
|
"eval_recall": 0.7542277339346111, |
|
"eval_runtime": 11.2195, |
|
"eval_samples_per_second": 158.118, |
|
"eval_steps_per_second": 2.496, |
|
"step": 187 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 4.98805256869773e-05, |
|
"loss": 0.9057, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 4.9581839904420555e-05, |
|
"loss": 0.8151, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 4.92831541218638e-05, |
|
"loss": 0.8072, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.52, |
|
"learning_rate": 4.898446833930705e-05, |
|
"loss": 0.8198, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"learning_rate": 4.86857825567503e-05, |
|
"loss": 0.7624, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.84, |
|
"learning_rate": 4.8387096774193554e-05, |
|
"loss": 0.7693, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 4.80884109916368e-05, |
|
"loss": 0.7305, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.7880496054114995, |
|
"eval_f1": 0.7788883723004506, |
|
"eval_loss": 0.654006838798523, |
|
"eval_precision": 0.7822643370758304, |
|
"eval_recall": 0.7880496054114995, |
|
"eval_runtime": 11.1652, |
|
"eval_samples_per_second": 158.886, |
|
"eval_steps_per_second": 2.508, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.16, |
|
"learning_rate": 4.778972520908005e-05, |
|
"loss": 0.7522, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.32, |
|
"learning_rate": 4.74910394265233e-05, |
|
"loss": 0.7198, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 4.48, |
|
"learning_rate": 4.7192353643966546e-05, |
|
"loss": 0.6943, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 4.64, |
|
"learning_rate": 4.6893667861409805e-05, |
|
"loss": 0.6856, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 4.8, |
|
"learning_rate": 4.659498207885305e-05, |
|
"loss": 0.7069, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 4.96, |
|
"learning_rate": 4.62962962962963e-05, |
|
"loss": 0.6378, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 4.99, |
|
"eval_accuracy": 0.8089064261555806, |
|
"eval_f1": 0.8046878653419761, |
|
"eval_loss": 0.5902923941612244, |
|
"eval_precision": 0.8053951949534539, |
|
"eval_recall": 0.8089064261555806, |
|
"eval_runtime": 10.981, |
|
"eval_samples_per_second": 161.552, |
|
"eval_steps_per_second": 2.55, |
|
"step": 312 |
|
}, |
|
{ |
|
"epoch": 5.12, |
|
"learning_rate": 4.5997610513739546e-05, |
|
"loss": 0.6489, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 5.28, |
|
"learning_rate": 4.56989247311828e-05, |
|
"loss": 0.6917, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 5.44, |
|
"learning_rate": 4.540023894862604e-05, |
|
"loss": 0.6772, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 5.6, |
|
"learning_rate": 4.51015531660693e-05, |
|
"loss": 0.6807, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 5.76, |
|
"learning_rate": 4.4802867383512545e-05, |
|
"loss": 0.6261, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 5.92, |
|
"learning_rate": 4.4504181600955796e-05, |
|
"loss": 0.6447, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.7953776775648252, |
|
"eval_f1": 0.7864574325749994, |
|
"eval_loss": 0.5914511680603027, |
|
"eval_precision": 0.8041053046306357, |
|
"eval_recall": 0.7953776775648252, |
|
"eval_runtime": 11.2077, |
|
"eval_samples_per_second": 158.283, |
|
"eval_steps_per_second": 2.498, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 6.08, |
|
"learning_rate": 4.420549581839905e-05, |
|
"loss": 0.6146, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 6.24, |
|
"learning_rate": 4.390681003584229e-05, |
|
"loss": 0.6366, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 6.4, |
|
"learning_rate": 4.360812425328555e-05, |
|
"loss": 0.6154, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 6.56, |
|
"learning_rate": 4.3309438470728796e-05, |
|
"loss": 0.6192, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 6.72, |
|
"learning_rate": 4.301075268817205e-05, |
|
"loss": 0.602, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 6.88, |
|
"learning_rate": 4.271206690561529e-05, |
|
"loss": 0.6228, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 6.99, |
|
"eval_accuracy": 0.8162344983089064, |
|
"eval_f1": 0.8164409478534023, |
|
"eval_loss": 0.5513012409210205, |
|
"eval_precision": 0.8201138144283517, |
|
"eval_recall": 0.8162344983089064, |
|
"eval_runtime": 11.1181, |
|
"eval_samples_per_second": 159.56, |
|
"eval_steps_per_second": 2.518, |
|
"step": 437 |
|
}, |
|
{ |
|
"epoch": 7.04, |
|
"learning_rate": 4.241338112305854e-05, |
|
"loss": 0.658, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 7.2, |
|
"learning_rate": 4.2114695340501795e-05, |
|
"loss": 0.6222, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 7.36, |
|
"learning_rate": 4.1816009557945046e-05, |
|
"loss": 0.5926, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 7.52, |
|
"learning_rate": 4.15173237753883e-05, |
|
"loss": 0.6165, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 7.68, |
|
"learning_rate": 4.121863799283154e-05, |
|
"loss": 0.5626, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 7.84, |
|
"learning_rate": 4.0919952210274794e-05, |
|
"loss": 0.5954, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"learning_rate": 4.062126642771804e-05, |
|
"loss": 0.5758, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.8077790304396844, |
|
"eval_f1": 0.8033498781721965, |
|
"eval_loss": 0.5553491115570068, |
|
"eval_precision": 0.8094422769730032, |
|
"eval_recall": 0.8077790304396844, |
|
"eval_runtime": 10.9339, |
|
"eval_samples_per_second": 162.247, |
|
"eval_steps_per_second": 2.561, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 8.16, |
|
"learning_rate": 4.032258064516129e-05, |
|
"loss": 0.5548, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 8.32, |
|
"learning_rate": 4.002389486260454e-05, |
|
"loss": 0.5706, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 8.48, |
|
"learning_rate": 3.972520908004779e-05, |
|
"loss": 0.6086, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 8.64, |
|
"learning_rate": 3.9426523297491045e-05, |
|
"loss": 0.5517, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 8.8, |
|
"learning_rate": 3.912783751493429e-05, |
|
"loss": 0.5867, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 8.96, |
|
"learning_rate": 3.882915173237754e-05, |
|
"loss": 0.5831, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 8.99, |
|
"eval_accuracy": 0.8190529875986471, |
|
"eval_f1": 0.8161809371275839, |
|
"eval_loss": 0.5207228064537048, |
|
"eval_precision": 0.8246311803721595, |
|
"eval_recall": 0.8190529875986471, |
|
"eval_runtime": 10.9527, |
|
"eval_samples_per_second": 161.969, |
|
"eval_steps_per_second": 2.556, |
|
"step": 562 |
|
}, |
|
{ |
|
"epoch": 9.12, |
|
"learning_rate": 3.8530465949820786e-05, |
|
"loss": 0.5634, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 9.28, |
|
"learning_rate": 3.8231780167264044e-05, |
|
"loss": 0.5498, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 9.44, |
|
"learning_rate": 3.793309438470729e-05, |
|
"loss": 0.5508, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 9.6, |
|
"learning_rate": 3.763440860215054e-05, |
|
"loss": 0.5759, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 9.76, |
|
"learning_rate": 3.7335722819593785e-05, |
|
"loss": 0.5446, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 9.92, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 0.537, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.8286358511837655, |
|
"eval_f1": 0.8222133347623622, |
|
"eval_loss": 0.49807021021842957, |
|
"eval_precision": 0.8232622598461639, |
|
"eval_recall": 0.8286358511837655, |
|
"eval_runtime": 11.0481, |
|
"eval_samples_per_second": 160.57, |
|
"eval_steps_per_second": 2.534, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 10.08, |
|
"learning_rate": 3.673835125448029e-05, |
|
"loss": 0.5233, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 10.24, |
|
"learning_rate": 3.643966547192354e-05, |
|
"loss": 0.5483, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 10.4, |
|
"learning_rate": 3.614097968936679e-05, |
|
"loss": 0.5943, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 10.56, |
|
"learning_rate": 3.5842293906810036e-05, |
|
"loss": 0.5458, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 10.72, |
|
"learning_rate": 3.554360812425329e-05, |
|
"loss": 0.5287, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 10.88, |
|
"learning_rate": 3.524492234169653e-05, |
|
"loss": 0.5322, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 10.99, |
|
"eval_accuracy": 0.8337091319052987, |
|
"eval_f1": 0.8332293554448692, |
|
"eval_loss": 0.48300543427467346, |
|
"eval_precision": 0.8339814097176121, |
|
"eval_recall": 0.8337091319052987, |
|
"eval_runtime": 10.9344, |
|
"eval_samples_per_second": 162.241, |
|
"eval_steps_per_second": 2.561, |
|
"step": 687 |
|
}, |
|
{ |
|
"epoch": 11.04, |
|
"learning_rate": 3.494623655913979e-05, |
|
"loss": 0.5104, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 11.2, |
|
"learning_rate": 3.4647550776583035e-05, |
|
"loss": 0.5155, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 11.36, |
|
"learning_rate": 3.4348864994026287e-05, |
|
"loss": 0.503, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 11.52, |
|
"learning_rate": 3.405017921146954e-05, |
|
"loss": 0.5046, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 11.68, |
|
"learning_rate": 3.375149342891278e-05, |
|
"loss": 0.5186, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 11.84, |
|
"learning_rate": 3.3452807646356034e-05, |
|
"loss": 0.5152, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"learning_rate": 3.3154121863799286e-05, |
|
"loss": 0.5171, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_accuracy": 0.8252536640360767, |
|
"eval_f1": 0.8233299145947462, |
|
"eval_loss": 0.4931337237358093, |
|
"eval_precision": 0.8258305946354466, |
|
"eval_recall": 0.8252536640360767, |
|
"eval_runtime": 11.1817, |
|
"eval_samples_per_second": 158.652, |
|
"eval_steps_per_second": 2.504, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 12.16, |
|
"learning_rate": 3.285543608124254e-05, |
|
"loss": 0.5018, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 12.32, |
|
"learning_rate": 3.255675029868578e-05, |
|
"loss": 0.4759, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 12.48, |
|
"learning_rate": 3.2258064516129034e-05, |
|
"loss": 0.495, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 12.64, |
|
"learning_rate": 3.195937873357228e-05, |
|
"loss": 0.5318, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 12.8, |
|
"learning_rate": 3.1660692951015537e-05, |
|
"loss": 0.5157, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 12.96, |
|
"learning_rate": 3.136200716845878e-05, |
|
"loss": 0.5092, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 12.99, |
|
"eval_accuracy": 0.8359639233370914, |
|
"eval_f1": 0.8324554385353468, |
|
"eval_loss": 0.4890992045402527, |
|
"eval_precision": 0.8360359228354232, |
|
"eval_recall": 0.8359639233370914, |
|
"eval_runtime": 11.1644, |
|
"eval_samples_per_second": 158.898, |
|
"eval_steps_per_second": 2.508, |
|
"step": 812 |
|
}, |
|
{ |
|
"epoch": 13.12, |
|
"learning_rate": 3.106332138590203e-05, |
|
"loss": 0.4732, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 13.28, |
|
"learning_rate": 3.0764635603345284e-05, |
|
"loss": 0.4864, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 13.44, |
|
"learning_rate": 3.046594982078853e-05, |
|
"loss": 0.5229, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 13.6, |
|
"learning_rate": 3.016726403823178e-05, |
|
"loss": 0.4742, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 13.76, |
|
"learning_rate": 2.9868578255675032e-05, |
|
"loss": 0.4896, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 13.92, |
|
"learning_rate": 2.9569892473118284e-05, |
|
"loss": 0.5245, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_accuracy": 0.8449830890642616, |
|
"eval_f1": 0.843130857303652, |
|
"eval_loss": 0.45847734808921814, |
|
"eval_precision": 0.8451815258877542, |
|
"eval_recall": 0.8449830890642616, |
|
"eval_runtime": 10.9339, |
|
"eval_samples_per_second": 162.248, |
|
"eval_steps_per_second": 2.561, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 14.08, |
|
"learning_rate": 2.9271206690561532e-05, |
|
"loss": 0.5004, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 14.24, |
|
"learning_rate": 2.897252090800478e-05, |
|
"loss": 0.4723, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 14.4, |
|
"learning_rate": 2.8673835125448028e-05, |
|
"loss": 0.4719, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 14.56, |
|
"learning_rate": 2.8375149342891276e-05, |
|
"loss": 0.4979, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 14.72, |
|
"learning_rate": 2.807646356033453e-05, |
|
"loss": 0.4896, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 14.88, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.4585, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 14.99, |
|
"eval_accuracy": 0.8421645997745209, |
|
"eval_f1": 0.8407153527988325, |
|
"eval_loss": 0.468184232711792, |
|
"eval_precision": 0.8406936989160351, |
|
"eval_recall": 0.8421645997745209, |
|
"eval_runtime": 11.186, |
|
"eval_samples_per_second": 158.591, |
|
"eval_steps_per_second": 2.503, |
|
"step": 937 |
|
}, |
|
{ |
|
"epoch": 15.04, |
|
"learning_rate": 2.747909199522103e-05, |
|
"loss": 0.4718, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 15.2, |
|
"learning_rate": 2.718040621266428e-05, |
|
"loss": 0.4483, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 15.36, |
|
"learning_rate": 2.6881720430107527e-05, |
|
"loss": 0.4781, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 15.52, |
|
"learning_rate": 2.6583034647550775e-05, |
|
"loss": 0.4695, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 15.68, |
|
"learning_rate": 2.628434886499403e-05, |
|
"loss": 0.4535, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 15.84, |
|
"learning_rate": 2.5985663082437278e-05, |
|
"loss": 0.4839, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"learning_rate": 2.5686977299880526e-05, |
|
"loss": 0.455, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_accuracy": 0.8387824126268321, |
|
"eval_f1": 0.8357307552762908, |
|
"eval_loss": 0.46591871976852417, |
|
"eval_precision": 0.8370114800227467, |
|
"eval_recall": 0.8387824126268321, |
|
"eval_runtime": 11.1556, |
|
"eval_samples_per_second": 159.023, |
|
"eval_steps_per_second": 2.51, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 16.16, |
|
"learning_rate": 2.5388291517323774e-05, |
|
"loss": 0.4539, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 16.32, |
|
"learning_rate": 2.5089605734767026e-05, |
|
"loss": 0.4382, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 16.48, |
|
"learning_rate": 2.4790919952210277e-05, |
|
"loss": 0.4571, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 16.64, |
|
"learning_rate": 2.4492234169653525e-05, |
|
"loss": 0.4859, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 16.8, |
|
"learning_rate": 2.4193548387096777e-05, |
|
"loss": 0.4746, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 16.96, |
|
"learning_rate": 2.3894862604540025e-05, |
|
"loss": 0.4175, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 16.99, |
|
"eval_accuracy": 0.8382187147688839, |
|
"eval_f1": 0.8351200477977211, |
|
"eval_loss": 0.46334725618362427, |
|
"eval_precision": 0.8363298861342015, |
|
"eval_recall": 0.8382187147688839, |
|
"eval_runtime": 11.2008, |
|
"eval_samples_per_second": 158.381, |
|
"eval_steps_per_second": 2.5, |
|
"step": 1062 |
|
}, |
|
{ |
|
"epoch": 17.12, |
|
"learning_rate": 2.3596176821983273e-05, |
|
"loss": 0.4366, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 17.28, |
|
"learning_rate": 2.3297491039426525e-05, |
|
"loss": 0.4512, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 17.44, |
|
"learning_rate": 2.2998805256869773e-05, |
|
"loss": 0.4799, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 17.6, |
|
"learning_rate": 2.270011947431302e-05, |
|
"loss": 0.4578, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 17.76, |
|
"learning_rate": 2.2401433691756272e-05, |
|
"loss": 0.4475, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 17.92, |
|
"learning_rate": 2.2102747909199524e-05, |
|
"loss": 0.4574, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_accuracy": 0.8449830890642616, |
|
"eval_f1": 0.8428263369544735, |
|
"eval_loss": 0.4478762447834015, |
|
"eval_precision": 0.8434520195050768, |
|
"eval_recall": 0.8449830890642616, |
|
"eval_runtime": 10.9306, |
|
"eval_samples_per_second": 162.296, |
|
"eval_steps_per_second": 2.562, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 18.08, |
|
"learning_rate": 2.1804062126642775e-05, |
|
"loss": 0.4546, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 18.24, |
|
"learning_rate": 2.1505376344086024e-05, |
|
"loss": 0.4212, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 18.4, |
|
"learning_rate": 2.120669056152927e-05, |
|
"loss": 0.4404, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 18.56, |
|
"learning_rate": 2.0908004778972523e-05, |
|
"loss": 0.4349, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 18.72, |
|
"learning_rate": 2.060931899641577e-05, |
|
"loss": 0.423, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 18.88, |
|
"learning_rate": 2.031063321385902e-05, |
|
"loss": 0.4593, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 18.99, |
|
"eval_accuracy": 0.8438556933483653, |
|
"eval_f1": 0.8430170152239038, |
|
"eval_loss": 0.457675039768219, |
|
"eval_precision": 0.8446455966507553, |
|
"eval_recall": 0.8438556933483653, |
|
"eval_runtime": 11.2178, |
|
"eval_samples_per_second": 158.141, |
|
"eval_steps_per_second": 2.496, |
|
"step": 1187 |
|
}, |
|
{ |
|
"epoch": 19.04, |
|
"learning_rate": 2.001194743130227e-05, |
|
"loss": 0.4544, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 19.2, |
|
"learning_rate": 1.9713261648745522e-05, |
|
"loss": 0.4195, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 19.36, |
|
"learning_rate": 1.941457586618877e-05, |
|
"loss": 0.4367, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 19.52, |
|
"learning_rate": 1.9115890083632022e-05, |
|
"loss": 0.4389, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 19.68, |
|
"learning_rate": 1.881720430107527e-05, |
|
"loss": 0.4247, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 19.84, |
|
"learning_rate": 1.8518518518518518e-05, |
|
"loss": 0.4572, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"learning_rate": 1.821983273596177e-05, |
|
"loss": 0.4423, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_accuracy": 0.8461104847801578, |
|
"eval_f1": 0.8413071154997201, |
|
"eval_loss": 0.458936870098114, |
|
"eval_precision": 0.8425790053686426, |
|
"eval_recall": 0.8461104847801578, |
|
"eval_runtime": 10.9443, |
|
"eval_samples_per_second": 162.093, |
|
"eval_steps_per_second": 2.558, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 20.16, |
|
"learning_rate": 1.7921146953405018e-05, |
|
"loss": 0.4311, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 20.32, |
|
"learning_rate": 1.7622461170848266e-05, |
|
"loss": 0.4377, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 20.48, |
|
"learning_rate": 1.7323775388291518e-05, |
|
"loss": 0.4156, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 20.64, |
|
"learning_rate": 1.702508960573477e-05, |
|
"loss": 0.4129, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 20.8, |
|
"learning_rate": 1.6726403823178017e-05, |
|
"loss": 0.4459, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 20.96, |
|
"learning_rate": 1.642771804062127e-05, |
|
"loss": 0.4141, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 20.99, |
|
"eval_accuracy": 0.8325817361894025, |
|
"eval_f1": 0.8299380783938981, |
|
"eval_loss": 0.4732419550418854, |
|
"eval_precision": 0.8338974146074354, |
|
"eval_recall": 0.8325817361894025, |
|
"eval_runtime": 10.9478, |
|
"eval_samples_per_second": 162.042, |
|
"eval_steps_per_second": 2.558, |
|
"step": 1312 |
|
}, |
|
{ |
|
"epoch": 21.12, |
|
"learning_rate": 1.6129032258064517e-05, |
|
"loss": 0.414, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 21.28, |
|
"learning_rate": 1.5830346475507768e-05, |
|
"loss": 0.4224, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 21.44, |
|
"learning_rate": 1.5531660692951016e-05, |
|
"loss": 0.3991, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 21.6, |
|
"learning_rate": 1.5232974910394265e-05, |
|
"loss": 0.4082, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 21.76, |
|
"learning_rate": 1.4934289127837516e-05, |
|
"loss": 0.4352, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 21.92, |
|
"learning_rate": 1.4635603345280766e-05, |
|
"loss": 0.4534, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_accuracy": 0.8461104847801578, |
|
"eval_f1": 0.843322651812383, |
|
"eval_loss": 0.44769322872161865, |
|
"eval_precision": 0.8422435569205257, |
|
"eval_recall": 0.8461104847801578, |
|
"eval_runtime": 11.2138, |
|
"eval_samples_per_second": 158.197, |
|
"eval_steps_per_second": 2.497, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 22.08, |
|
"learning_rate": 1.4336917562724014e-05, |
|
"loss": 0.4102, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 22.24, |
|
"learning_rate": 1.4038231780167265e-05, |
|
"loss": 0.3859, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 22.4, |
|
"learning_rate": 1.3739545997610515e-05, |
|
"loss": 0.4144, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 22.56, |
|
"learning_rate": 1.3440860215053763e-05, |
|
"loss": 0.4071, |
|
"step": 1410 |
|
}, |
|
{ |
|
"epoch": 22.72, |
|
"learning_rate": 1.3142174432497015e-05, |
|
"loss": 0.4384, |
|
"step": 1420 |
|
}, |
|
{ |
|
"epoch": 22.88, |
|
"learning_rate": 1.2843488649940263e-05, |
|
"loss": 0.4011, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 22.99, |
|
"eval_accuracy": 0.8399098083427283, |
|
"eval_f1": 0.8389578241540734, |
|
"eval_loss": 0.46136653423309326, |
|
"eval_precision": 0.8403350140459771, |
|
"eval_recall": 0.8399098083427283, |
|
"eval_runtime": 11.1841, |
|
"eval_samples_per_second": 158.618, |
|
"eval_steps_per_second": 2.504, |
|
"step": 1437 |
|
}, |
|
{ |
|
"epoch": 23.04, |
|
"learning_rate": 1.2544802867383513e-05, |
|
"loss": 0.4209, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 23.2, |
|
"learning_rate": 1.2246117084826763e-05, |
|
"loss": 0.3915, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 23.36, |
|
"learning_rate": 1.1947431302270013e-05, |
|
"loss": 0.4129, |
|
"step": 1460 |
|
}, |
|
{ |
|
"epoch": 23.52, |
|
"learning_rate": 1.1648745519713262e-05, |
|
"loss": 0.403, |
|
"step": 1470 |
|
}, |
|
{ |
|
"epoch": 23.68, |
|
"learning_rate": 1.135005973715651e-05, |
|
"loss": 0.4429, |
|
"step": 1480 |
|
}, |
|
{ |
|
"epoch": 23.84, |
|
"learning_rate": 1.1051373954599762e-05, |
|
"loss": 0.3703, |
|
"step": 1490 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"learning_rate": 1.0752688172043012e-05, |
|
"loss": 0.4162, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_accuracy": 0.8449830890642616, |
|
"eval_f1": 0.843741650033861, |
|
"eval_loss": 0.4575561285018921, |
|
"eval_precision": 0.8443478233753845, |
|
"eval_recall": 0.8449830890642616, |
|
"eval_runtime": 11.1712, |
|
"eval_samples_per_second": 158.801, |
|
"eval_steps_per_second": 2.506, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 24.16, |
|
"learning_rate": 1.0454002389486262e-05, |
|
"loss": 0.4174, |
|
"step": 1510 |
|
}, |
|
{ |
|
"epoch": 24.32, |
|
"learning_rate": 1.015531660692951e-05, |
|
"loss": 0.4191, |
|
"step": 1520 |
|
}, |
|
{ |
|
"epoch": 24.48, |
|
"learning_rate": 9.856630824372761e-06, |
|
"loss": 0.3995, |
|
"step": 1530 |
|
}, |
|
{ |
|
"epoch": 24.64, |
|
"learning_rate": 9.557945041816011e-06, |
|
"loss": 0.3704, |
|
"step": 1540 |
|
}, |
|
{ |
|
"epoch": 24.8, |
|
"learning_rate": 9.259259259259259e-06, |
|
"loss": 0.3922, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 24.96, |
|
"learning_rate": 8.960573476702509e-06, |
|
"loss": 0.4291, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 24.99, |
|
"eval_accuracy": 0.8472378804960541, |
|
"eval_f1": 0.8439028003078168, |
|
"eval_loss": 0.46094247698783875, |
|
"eval_precision": 0.8441048634680693, |
|
"eval_recall": 0.8472378804960541, |
|
"eval_runtime": 11.1545, |
|
"eval_samples_per_second": 159.039, |
|
"eval_steps_per_second": 2.51, |
|
"step": 1562 |
|
}, |
|
{ |
|
"epoch": 25.12, |
|
"learning_rate": 8.661887694145759e-06, |
|
"loss": 0.3758, |
|
"step": 1570 |
|
}, |
|
{ |
|
"epoch": 25.28, |
|
"learning_rate": 8.363201911589009e-06, |
|
"loss": 0.3927, |
|
"step": 1580 |
|
}, |
|
{ |
|
"epoch": 25.44, |
|
"learning_rate": 8.064516129032258e-06, |
|
"loss": 0.3879, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 25.6, |
|
"learning_rate": 7.765830346475508e-06, |
|
"loss": 0.4042, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 25.76, |
|
"learning_rate": 7.467144563918758e-06, |
|
"loss": 0.3688, |
|
"step": 1610 |
|
}, |
|
{ |
|
"epoch": 25.92, |
|
"learning_rate": 7.168458781362007e-06, |
|
"loss": 0.3698, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_accuracy": 0.850620067643743, |
|
"eval_f1": 0.8481741261819264, |
|
"eval_loss": 0.4469279944896698, |
|
"eval_precision": 0.8483855513561823, |
|
"eval_recall": 0.850620067643743, |
|
"eval_runtime": 11.2076, |
|
"eval_samples_per_second": 158.285, |
|
"eval_steps_per_second": 2.498, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 26.08, |
|
"learning_rate": 6.869772998805258e-06, |
|
"loss": 0.4052, |
|
"step": 1630 |
|
}, |
|
{ |
|
"epoch": 26.24, |
|
"learning_rate": 6.5710872162485075e-06, |
|
"loss": 0.4057, |
|
"step": 1640 |
|
}, |
|
{ |
|
"epoch": 26.4, |
|
"learning_rate": 6.2724014336917564e-06, |
|
"loss": 0.3853, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 26.56, |
|
"learning_rate": 5.973715651135006e-06, |
|
"loss": 0.3798, |
|
"step": 1660 |
|
}, |
|
{ |
|
"epoch": 26.72, |
|
"learning_rate": 5.675029868578255e-06, |
|
"loss": 0.3933, |
|
"step": 1670 |
|
}, |
|
{ |
|
"epoch": 26.88, |
|
"learning_rate": 5.376344086021506e-06, |
|
"loss": 0.3957, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 26.99, |
|
"eval_accuracy": 0.8478015783540023, |
|
"eval_f1": 0.8464028635804792, |
|
"eval_loss": 0.44876715540885925, |
|
"eval_precision": 0.8464108342480681, |
|
"eval_recall": 0.8478015783540023, |
|
"eval_runtime": 10.9293, |
|
"eval_samples_per_second": 162.316, |
|
"eval_steps_per_second": 2.562, |
|
"step": 1687 |
|
}, |
|
{ |
|
"epoch": 27.04, |
|
"learning_rate": 5.077658303464755e-06, |
|
"loss": 0.3879, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 27.2, |
|
"learning_rate": 4.7789725209080055e-06, |
|
"loss": 0.3943, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 27.36, |
|
"learning_rate": 4.4802867383512545e-06, |
|
"loss": 0.3865, |
|
"step": 1710 |
|
}, |
|
{ |
|
"epoch": 27.52, |
|
"learning_rate": 4.181600955794504e-06, |
|
"loss": 0.3752, |
|
"step": 1720 |
|
}, |
|
{ |
|
"epoch": 27.68, |
|
"learning_rate": 3.882915173237754e-06, |
|
"loss": 0.3583, |
|
"step": 1730 |
|
}, |
|
{ |
|
"epoch": 27.84, |
|
"learning_rate": 3.5842293906810035e-06, |
|
"loss": 0.3843, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"learning_rate": 3.2855436081242537e-06, |
|
"loss": 0.4053, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_accuracy": 0.855129650507328, |
|
"eval_f1": 0.8513639573641667, |
|
"eval_loss": 0.4463195502758026, |
|
"eval_precision": 0.8509353589216274, |
|
"eval_recall": 0.855129650507328, |
|
"eval_runtime": 10.9539, |
|
"eval_samples_per_second": 161.952, |
|
"eval_steps_per_second": 2.556, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 28.16, |
|
"learning_rate": 2.986857825567503e-06, |
|
"loss": 0.3802, |
|
"step": 1760 |
|
}, |
|
{ |
|
"epoch": 28.32, |
|
"learning_rate": 2.688172043010753e-06, |
|
"loss": 0.3878, |
|
"step": 1770 |
|
}, |
|
{ |
|
"epoch": 28.48, |
|
"learning_rate": 2.3894862604540028e-06, |
|
"loss": 0.3738, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 28.64, |
|
"learning_rate": 2.090800477897252e-06, |
|
"loss": 0.3838, |
|
"step": 1790 |
|
}, |
|
{ |
|
"epoch": 28.8, |
|
"learning_rate": 1.7921146953405017e-06, |
|
"loss": 0.3811, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 28.96, |
|
"learning_rate": 1.4934289127837516e-06, |
|
"loss": 0.377, |
|
"step": 1810 |
|
}, |
|
{ |
|
"epoch": 28.99, |
|
"eval_accuracy": 0.8540022547914318, |
|
"eval_f1": 0.850826196788804, |
|
"eval_loss": 0.44290536642074585, |
|
"eval_precision": 0.8504223635839849, |
|
"eval_recall": 0.8540022547914318, |
|
"eval_runtime": 11.1822, |
|
"eval_samples_per_second": 158.645, |
|
"eval_steps_per_second": 2.504, |
|
"step": 1812 |
|
}, |
|
{ |
|
"epoch": 29.12, |
|
"learning_rate": 1.1947431302270014e-06, |
|
"loss": 0.3908, |
|
"step": 1820 |
|
}, |
|
{ |
|
"epoch": 29.28, |
|
"learning_rate": 8.960573476702509e-07, |
|
"loss": 0.3616, |
|
"step": 1830 |
|
}, |
|
{ |
|
"epoch": 29.44, |
|
"learning_rate": 5.973715651135007e-07, |
|
"loss": 0.3761, |
|
"step": 1840 |
|
}, |
|
{ |
|
"epoch": 29.6, |
|
"learning_rate": 2.9868578255675034e-07, |
|
"loss": 0.3725, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 29.76, |
|
"learning_rate": 0.0, |
|
"loss": 0.381, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 29.76, |
|
"eval_accuracy": 0.8517474633596392, |
|
"eval_f1": 0.8489137431765212, |
|
"eval_loss": 0.44227272272109985, |
|
"eval_precision": 0.8482780609927283, |
|
"eval_recall": 0.8517474633596392, |
|
"eval_runtime": 11.2993, |
|
"eval_samples_per_second": 157.0, |
|
"eval_steps_per_second": 2.478, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 29.76, |
|
"step": 1860, |
|
"total_flos": 2.081824070672425e+18, |
|
"train_loss": 0.5892986941081222, |
|
"train_runtime": 3548.2349, |
|
"train_samples_per_second": 134.957, |
|
"train_steps_per_second": 0.524 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 1860, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 30, |
|
"save_steps": 500, |
|
"total_flos": 2.081824070672425e+18, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|