|
{ |
|
"best_metric": 0.8680947012401353, |
|
"best_model_checkpoint": "convnextv2-nano-22k-384-finetuned-galaxy10-decals/checkpoint-875", |
|
"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": 2.4596, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 5.376344086021506e-06, |
|
"loss": 2.3298, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 8.064516129032258e-06, |
|
"loss": 2.1973, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 1.0752688172043012e-05, |
|
"loss": 2.0627, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 1.3440860215053763e-05, |
|
"loss": 1.9031, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"learning_rate": 1.6129032258064517e-05, |
|
"loss": 1.6939, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"eval_accuracy": 0.46561443066516345, |
|
"eval_f1": 0.41755287578847516, |
|
"eval_loss": 1.532558798789978, |
|
"eval_precision": 0.4579695300084492, |
|
"eval_recall": 0.46561443066516345, |
|
"eval_runtime": 17.2198, |
|
"eval_samples_per_second": 103.021, |
|
"eval_steps_per_second": 1.626, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 1.881720430107527e-05, |
|
"loss": 1.56, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 2.1505376344086024e-05, |
|
"loss": 1.3894, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"learning_rate": 2.4193548387096777e-05, |
|
"loss": 1.26, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 2.6881720430107527e-05, |
|
"loss": 1.1659, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 2.9569892473118284e-05, |
|
"loss": 1.044, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 3.2258064516129034e-05, |
|
"loss": 0.9882, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.7142051860202931, |
|
"eval_f1": 0.7066225953996902, |
|
"eval_loss": 0.8491294980049133, |
|
"eval_precision": 0.7196395101507652, |
|
"eval_recall": 0.7142051860202931, |
|
"eval_runtime": 17.3065, |
|
"eval_samples_per_second": 102.505, |
|
"eval_steps_per_second": 1.618, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 3.494623655913979e-05, |
|
"loss": 0.9322, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 3.763440860215054e-05, |
|
"loss": 0.8609, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 4.032258064516129e-05, |
|
"loss": 0.8197, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 4.301075268817205e-05, |
|
"loss": 0.8178, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 4.56989247311828e-05, |
|
"loss": 0.7873, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"learning_rate": 4.8387096774193554e-05, |
|
"loss": 0.7595, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"eval_accuracy": 0.7993235625704622, |
|
"eval_f1": 0.7947216948008698, |
|
"eval_loss": 0.6041073799133301, |
|
"eval_precision": 0.7990239603245751, |
|
"eval_recall": 0.7993235625704622, |
|
"eval_runtime": 17.3748, |
|
"eval_samples_per_second": 102.102, |
|
"eval_steps_per_second": 1.612, |
|
"step": 187 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 4.98805256869773e-05, |
|
"loss": 0.7708, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 4.9581839904420555e-05, |
|
"loss": 0.6941, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 4.92831541218638e-05, |
|
"loss": 0.6955, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.52, |
|
"learning_rate": 4.898446833930705e-05, |
|
"loss": 0.7187, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"learning_rate": 4.86857825567503e-05, |
|
"loss": 0.6448, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.84, |
|
"learning_rate": 4.8387096774193554e-05, |
|
"loss": 0.6672, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 4.80884109916368e-05, |
|
"loss": 0.6097, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8134160090191658, |
|
"eval_f1": 0.8068692556933336, |
|
"eval_loss": 0.5396562218666077, |
|
"eval_precision": 0.8078193167587457, |
|
"eval_recall": 0.8134160090191658, |
|
"eval_runtime": 17.28, |
|
"eval_samples_per_second": 102.662, |
|
"eval_steps_per_second": 1.62, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.16, |
|
"learning_rate": 4.778972520908005e-05, |
|
"loss": 0.6444, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.32, |
|
"learning_rate": 4.74910394265233e-05, |
|
"loss": 0.6093, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 4.48, |
|
"learning_rate": 4.7192353643966546e-05, |
|
"loss": 0.5964, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 4.64, |
|
"learning_rate": 4.6893667861409805e-05, |
|
"loss": 0.5889, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 4.8, |
|
"learning_rate": 4.659498207885305e-05, |
|
"loss": 0.6052, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 4.96, |
|
"learning_rate": 4.62962962962963e-05, |
|
"loss": 0.5565, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 4.99, |
|
"eval_accuracy": 0.8286358511837655, |
|
"eval_f1": 0.8267719704991416, |
|
"eval_loss": 0.4989877939224243, |
|
"eval_precision": 0.8268961131338392, |
|
"eval_recall": 0.8286358511837655, |
|
"eval_runtime": 17.2562, |
|
"eval_samples_per_second": 102.804, |
|
"eval_steps_per_second": 1.623, |
|
"step": 312 |
|
}, |
|
{ |
|
"epoch": 5.12, |
|
"learning_rate": 4.5997610513739546e-05, |
|
"loss": 0.5709, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 5.28, |
|
"learning_rate": 4.56989247311828e-05, |
|
"loss": 0.5933, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 5.44, |
|
"learning_rate": 4.540023894862604e-05, |
|
"loss": 0.5614, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 5.6, |
|
"learning_rate": 4.51015531660693e-05, |
|
"loss": 0.552, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 5.76, |
|
"learning_rate": 4.4802867383512545e-05, |
|
"loss": 0.5472, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 5.92, |
|
"learning_rate": 4.4504181600955796e-05, |
|
"loss": 0.5822, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.842728297632469, |
|
"eval_f1": 0.8373747800433318, |
|
"eval_loss": 0.4683739244937897, |
|
"eval_precision": 0.8424846551384032, |
|
"eval_recall": 0.842728297632469, |
|
"eval_runtime": 17.3144, |
|
"eval_samples_per_second": 102.458, |
|
"eval_steps_per_second": 1.617, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 6.08, |
|
"learning_rate": 4.420549581839905e-05, |
|
"loss": 0.5286, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 6.24, |
|
"learning_rate": 4.390681003584229e-05, |
|
"loss": 0.5602, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 6.4, |
|
"learning_rate": 4.360812425328555e-05, |
|
"loss": 0.5055, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 6.56, |
|
"learning_rate": 4.3309438470728796e-05, |
|
"loss": 0.5281, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 6.72, |
|
"learning_rate": 4.301075268817205e-05, |
|
"loss": 0.5334, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 6.88, |
|
"learning_rate": 4.271206690561529e-05, |
|
"loss": 0.5244, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 6.99, |
|
"eval_accuracy": 0.8511837655016911, |
|
"eval_f1": 0.8483443990293345, |
|
"eval_loss": 0.44839900732040405, |
|
"eval_precision": 0.8476137791183598, |
|
"eval_recall": 0.8511837655016911, |
|
"eval_runtime": 17.33, |
|
"eval_samples_per_second": 102.366, |
|
"eval_steps_per_second": 1.616, |
|
"step": 437 |
|
}, |
|
{ |
|
"epoch": 7.04, |
|
"learning_rate": 4.241338112305854e-05, |
|
"loss": 0.5376, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 7.2, |
|
"learning_rate": 4.2114695340501795e-05, |
|
"loss": 0.5355, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 7.36, |
|
"learning_rate": 4.1816009557945046e-05, |
|
"loss": 0.4954, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 7.52, |
|
"learning_rate": 4.15173237753883e-05, |
|
"loss": 0.5108, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 7.68, |
|
"learning_rate": 4.121863799283154e-05, |
|
"loss": 0.4951, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 7.84, |
|
"learning_rate": 4.0919952210274794e-05, |
|
"loss": 0.4929, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"learning_rate": 4.062126642771804e-05, |
|
"loss": 0.4957, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.850620067643743, |
|
"eval_f1": 0.8514373716349617, |
|
"eval_loss": 0.4486680030822754, |
|
"eval_precision": 0.854312754412367, |
|
"eval_recall": 0.850620067643743, |
|
"eval_runtime": 17.2717, |
|
"eval_samples_per_second": 102.711, |
|
"eval_steps_per_second": 1.621, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 8.16, |
|
"learning_rate": 4.032258064516129e-05, |
|
"loss": 0.4645, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 8.32, |
|
"learning_rate": 4.002389486260454e-05, |
|
"loss": 0.4777, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 8.48, |
|
"learning_rate": 3.972520908004779e-05, |
|
"loss": 0.5168, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 8.64, |
|
"learning_rate": 3.9426523297491045e-05, |
|
"loss": 0.4825, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 8.8, |
|
"learning_rate": 3.912783751493429e-05, |
|
"loss": 0.5004, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 8.96, |
|
"learning_rate": 3.882915173237754e-05, |
|
"loss": 0.4857, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 8.99, |
|
"eval_accuracy": 0.8579481397970687, |
|
"eval_f1": 0.8545079989903351, |
|
"eval_loss": 0.4369203448295593, |
|
"eval_precision": 0.8572257620411999, |
|
"eval_recall": 0.8579481397970687, |
|
"eval_runtime": 17.2631, |
|
"eval_samples_per_second": 102.763, |
|
"eval_steps_per_second": 1.622, |
|
"step": 562 |
|
}, |
|
{ |
|
"epoch": 9.12, |
|
"learning_rate": 3.8530465949820786e-05, |
|
"loss": 0.4697, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 9.28, |
|
"learning_rate": 3.8231780167264044e-05, |
|
"loss": 0.4673, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 9.44, |
|
"learning_rate": 3.793309438470729e-05, |
|
"loss": 0.4575, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 9.6, |
|
"learning_rate": 3.763440860215054e-05, |
|
"loss": 0.4717, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 9.76, |
|
"learning_rate": 3.7335722819593785e-05, |
|
"loss": 0.4415, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 9.92, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 0.4634, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.8658399098083427, |
|
"eval_f1": 0.8638638622764486, |
|
"eval_loss": 0.4104005694389343, |
|
"eval_precision": 0.8629833190921453, |
|
"eval_recall": 0.8658399098083427, |
|
"eval_runtime": 17.3068, |
|
"eval_samples_per_second": 102.503, |
|
"eval_steps_per_second": 1.618, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 10.08, |
|
"learning_rate": 3.673835125448029e-05, |
|
"loss": 0.4598, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 10.24, |
|
"learning_rate": 3.643966547192354e-05, |
|
"loss": 0.4661, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 10.4, |
|
"learning_rate": 3.614097968936679e-05, |
|
"loss": 0.4602, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 10.56, |
|
"learning_rate": 3.5842293906810036e-05, |
|
"loss": 0.4587, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 10.72, |
|
"learning_rate": 3.554360812425329e-05, |
|
"loss": 0.4379, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 10.88, |
|
"learning_rate": 3.524492234169653e-05, |
|
"loss": 0.4433, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 10.99, |
|
"eval_accuracy": 0.8664036076662909, |
|
"eval_f1": 0.8651349600730184, |
|
"eval_loss": 0.4116620421409607, |
|
"eval_precision": 0.8648811252560213, |
|
"eval_recall": 0.8664036076662909, |
|
"eval_runtime": 17.236, |
|
"eval_samples_per_second": 102.924, |
|
"eval_steps_per_second": 1.625, |
|
"step": 687 |
|
}, |
|
{ |
|
"epoch": 11.04, |
|
"learning_rate": 3.494623655913979e-05, |
|
"loss": 0.4201, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 11.2, |
|
"learning_rate": 3.4647550776583035e-05, |
|
"loss": 0.4284, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 11.36, |
|
"learning_rate": 3.4348864994026287e-05, |
|
"loss": 0.4024, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 11.52, |
|
"learning_rate": 3.405017921146954e-05, |
|
"loss": 0.3938, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 11.68, |
|
"learning_rate": 3.375149342891278e-05, |
|
"loss": 0.4269, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 11.84, |
|
"learning_rate": 3.3452807646356034e-05, |
|
"loss": 0.4278, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"learning_rate": 3.3154121863799286e-05, |
|
"loss": 0.4267, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_accuracy": 0.8664036076662909, |
|
"eval_f1": 0.8633530674945543, |
|
"eval_loss": 0.40961530804634094, |
|
"eval_precision": 0.8632242203390289, |
|
"eval_recall": 0.8664036076662909, |
|
"eval_runtime": 17.3663, |
|
"eval_samples_per_second": 102.152, |
|
"eval_steps_per_second": 1.612, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 12.16, |
|
"learning_rate": 3.285543608124254e-05, |
|
"loss": 0.4041, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 12.32, |
|
"learning_rate": 3.255675029868578e-05, |
|
"loss": 0.389, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 12.48, |
|
"learning_rate": 3.2258064516129034e-05, |
|
"loss": 0.4212, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 12.64, |
|
"learning_rate": 3.195937873357228e-05, |
|
"loss": 0.4384, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 12.8, |
|
"learning_rate": 3.1660692951015537e-05, |
|
"loss": 0.4283, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 12.96, |
|
"learning_rate": 3.136200716845878e-05, |
|
"loss": 0.4201, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 12.99, |
|
"eval_accuracy": 0.8658399098083427, |
|
"eval_f1": 0.8631086218323306, |
|
"eval_loss": 0.4211559295654297, |
|
"eval_precision": 0.8644766556765326, |
|
"eval_recall": 0.8658399098083427, |
|
"eval_runtime": 17.3053, |
|
"eval_samples_per_second": 102.512, |
|
"eval_steps_per_second": 1.618, |
|
"step": 812 |
|
}, |
|
{ |
|
"epoch": 13.12, |
|
"learning_rate": 3.106332138590203e-05, |
|
"loss": 0.3831, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 13.28, |
|
"learning_rate": 3.0764635603345284e-05, |
|
"loss": 0.4004, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 13.44, |
|
"learning_rate": 3.046594982078853e-05, |
|
"loss": 0.4359, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 13.6, |
|
"learning_rate": 3.016726403823178e-05, |
|
"loss": 0.3853, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 13.76, |
|
"learning_rate": 2.9868578255675032e-05, |
|
"loss": 0.4151, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 13.92, |
|
"learning_rate": 2.9569892473118284e-05, |
|
"loss": 0.4176, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_accuracy": 0.8680947012401353, |
|
"eval_f1": 0.8650204524300353, |
|
"eval_loss": 0.4057490825653076, |
|
"eval_precision": 0.8661502458116397, |
|
"eval_recall": 0.8680947012401353, |
|
"eval_runtime": 17.2802, |
|
"eval_samples_per_second": 102.661, |
|
"eval_steps_per_second": 1.62, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 14.08, |
|
"learning_rate": 2.9271206690561532e-05, |
|
"loss": 0.3722, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 14.24, |
|
"learning_rate": 2.897252090800478e-05, |
|
"loss": 0.3644, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 14.4, |
|
"learning_rate": 2.8673835125448028e-05, |
|
"loss": 0.3847, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 14.56, |
|
"learning_rate": 2.8375149342891276e-05, |
|
"loss": 0.4032, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 14.72, |
|
"learning_rate": 2.807646356033453e-05, |
|
"loss": 0.3938, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 14.88, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.3717, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 14.99, |
|
"eval_accuracy": 0.8568207440811725, |
|
"eval_f1": 0.8550960324870358, |
|
"eval_loss": 0.4298930764198303, |
|
"eval_precision": 0.8547197958567141, |
|
"eval_recall": 0.8568207440811725, |
|
"eval_runtime": 17.3953, |
|
"eval_samples_per_second": 101.981, |
|
"eval_steps_per_second": 1.61, |
|
"step": 937 |
|
}, |
|
{ |
|
"epoch": 15.04, |
|
"learning_rate": 2.747909199522103e-05, |
|
"loss": 0.3876, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 15.2, |
|
"learning_rate": 2.718040621266428e-05, |
|
"loss": 0.3491, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 15.36, |
|
"learning_rate": 2.6881720430107527e-05, |
|
"loss": 0.3684, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 15.52, |
|
"learning_rate": 2.6583034647550775e-05, |
|
"loss": 0.3805, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 15.68, |
|
"learning_rate": 2.628434886499403e-05, |
|
"loss": 0.3584, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 15.84, |
|
"learning_rate": 2.5985663082437278e-05, |
|
"loss": 0.3895, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"learning_rate": 2.5686977299880526e-05, |
|
"loss": 0.3759, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_accuracy": 0.8585118376550169, |
|
"eval_f1": 0.8555409929578589, |
|
"eval_loss": 0.44464462995529175, |
|
"eval_precision": 0.8562524461793424, |
|
"eval_recall": 0.8585118376550169, |
|
"eval_runtime": 17.3286, |
|
"eval_samples_per_second": 102.374, |
|
"eval_steps_per_second": 1.616, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 16.16, |
|
"learning_rate": 2.5388291517323774e-05, |
|
"loss": 0.3687, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 16.32, |
|
"learning_rate": 2.5089605734767026e-05, |
|
"loss": 0.3375, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 16.48, |
|
"learning_rate": 2.4790919952210277e-05, |
|
"loss": 0.3607, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 16.64, |
|
"learning_rate": 2.4492234169653525e-05, |
|
"loss": 0.3843, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 16.8, |
|
"learning_rate": 2.4193548387096777e-05, |
|
"loss": 0.3772, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 16.96, |
|
"learning_rate": 2.3894862604540025e-05, |
|
"loss": 0.3264, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 16.99, |
|
"eval_accuracy": 0.8647125140924464, |
|
"eval_f1": 0.862286917255179, |
|
"eval_loss": 0.42758744955062866, |
|
"eval_precision": 0.8629894784171609, |
|
"eval_recall": 0.8647125140924464, |
|
"eval_runtime": 17.3199, |
|
"eval_samples_per_second": 102.425, |
|
"eval_steps_per_second": 1.617, |
|
"step": 1062 |
|
}, |
|
{ |
|
"epoch": 17.12, |
|
"learning_rate": 2.3596176821983273e-05, |
|
"loss": 0.3472, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 17.28, |
|
"learning_rate": 2.3297491039426525e-05, |
|
"loss": 0.3489, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 17.44, |
|
"learning_rate": 2.2998805256869773e-05, |
|
"loss": 0.3782, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 17.6, |
|
"learning_rate": 2.270011947431302e-05, |
|
"loss": 0.3435, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 17.76, |
|
"learning_rate": 2.2401433691756272e-05, |
|
"loss": 0.3473, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 17.92, |
|
"learning_rate": 2.2102747909199524e-05, |
|
"loss": 0.3573, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_accuracy": 0.8641488162344984, |
|
"eval_f1": 0.8610376259950844, |
|
"eval_loss": 0.4198894202709198, |
|
"eval_precision": 0.8620927591138781, |
|
"eval_recall": 0.8641488162344984, |
|
"eval_runtime": 17.2719, |
|
"eval_samples_per_second": 102.71, |
|
"eval_steps_per_second": 1.621, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 18.08, |
|
"learning_rate": 2.1804062126642775e-05, |
|
"loss": 0.3582, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 18.24, |
|
"learning_rate": 2.1505376344086024e-05, |
|
"loss": 0.3251, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 18.4, |
|
"learning_rate": 2.120669056152927e-05, |
|
"loss": 0.3276, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 18.56, |
|
"learning_rate": 2.0908004778972523e-05, |
|
"loss": 0.3389, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 18.72, |
|
"learning_rate": 2.060931899641577e-05, |
|
"loss": 0.3361, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 18.88, |
|
"learning_rate": 2.031063321385902e-05, |
|
"loss": 0.3356, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 18.99, |
|
"eval_accuracy": 0.8585118376550169, |
|
"eval_f1": 0.8578695196418965, |
|
"eval_loss": 0.43882548809051514, |
|
"eval_precision": 0.8597180036195903, |
|
"eval_recall": 0.8585118376550169, |
|
"eval_runtime": 17.3015, |
|
"eval_samples_per_second": 102.534, |
|
"eval_steps_per_second": 1.618, |
|
"step": 1187 |
|
}, |
|
{ |
|
"epoch": 19.04, |
|
"learning_rate": 2.001194743130227e-05, |
|
"loss": 0.3433, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 19.2, |
|
"learning_rate": 1.9713261648745522e-05, |
|
"loss": 0.312, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 19.36, |
|
"learning_rate": 1.941457586618877e-05, |
|
"loss": 0.3256, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 19.52, |
|
"learning_rate": 1.9115890083632022e-05, |
|
"loss": 0.3316, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 19.68, |
|
"learning_rate": 1.881720430107527e-05, |
|
"loss": 0.3232, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 19.84, |
|
"learning_rate": 1.8518518518518518e-05, |
|
"loss": 0.3419, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"learning_rate": 1.821983273596177e-05, |
|
"loss": 0.3313, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_accuracy": 0.8602029312288614, |
|
"eval_f1": 0.8570668775571416, |
|
"eval_loss": 0.4385281503200531, |
|
"eval_precision": 0.8585474402812312, |
|
"eval_recall": 0.8602029312288614, |
|
"eval_runtime": 17.4273, |
|
"eval_samples_per_second": 101.794, |
|
"eval_steps_per_second": 1.607, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 20.16, |
|
"learning_rate": 1.7921146953405018e-05, |
|
"loss": 0.322, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 20.32, |
|
"learning_rate": 1.7622461170848266e-05, |
|
"loss": 0.3192, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 20.48, |
|
"learning_rate": 1.7323775388291518e-05, |
|
"loss": 0.3049, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 20.64, |
|
"learning_rate": 1.702508960573477e-05, |
|
"loss": 0.313, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 20.8, |
|
"learning_rate": 1.6726403823178017e-05, |
|
"loss": 0.3314, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 20.96, |
|
"learning_rate": 1.642771804062127e-05, |
|
"loss": 0.3044, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 20.99, |
|
"eval_accuracy": 0.8585118376550169, |
|
"eval_f1": 0.8559975412050539, |
|
"eval_loss": 0.4485257565975189, |
|
"eval_precision": 0.8578198785540617, |
|
"eval_recall": 0.8585118376550169, |
|
"eval_runtime": 17.3053, |
|
"eval_samples_per_second": 102.512, |
|
"eval_steps_per_second": 1.618, |
|
"step": 1312 |
|
}, |
|
{ |
|
"epoch": 21.12, |
|
"learning_rate": 1.6129032258064517e-05, |
|
"loss": 0.3069, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 21.28, |
|
"learning_rate": 1.5830346475507768e-05, |
|
"loss": 0.3176, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 21.44, |
|
"learning_rate": 1.5531660692951016e-05, |
|
"loss": 0.2955, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 21.6, |
|
"learning_rate": 1.5232974910394265e-05, |
|
"loss": 0.2965, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 21.76, |
|
"learning_rate": 1.4934289127837516e-05, |
|
"loss": 0.325, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 21.92, |
|
"learning_rate": 1.4635603345280766e-05, |
|
"loss": 0.3525, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_accuracy": 0.8647125140924464, |
|
"eval_f1": 0.8634002752660223, |
|
"eval_loss": 0.430316299200058, |
|
"eval_precision": 0.8640837521715004, |
|
"eval_recall": 0.8647125140924464, |
|
"eval_runtime": 17.2979, |
|
"eval_samples_per_second": 102.556, |
|
"eval_steps_per_second": 1.619, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 22.08, |
|
"learning_rate": 1.4336917562724014e-05, |
|
"loss": 0.3124, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 22.24, |
|
"learning_rate": 1.4038231780167265e-05, |
|
"loss": 0.2881, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 22.4, |
|
"learning_rate": 1.3739545997610515e-05, |
|
"loss": 0.302, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 22.56, |
|
"learning_rate": 1.3440860215053763e-05, |
|
"loss": 0.2947, |
|
"step": 1410 |
|
}, |
|
{ |
|
"epoch": 22.72, |
|
"learning_rate": 1.3142174432497015e-05, |
|
"loss": 0.3265, |
|
"step": 1420 |
|
}, |
|
{ |
|
"epoch": 22.88, |
|
"learning_rate": 1.2843488649940263e-05, |
|
"loss": 0.3207, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 22.99, |
|
"eval_accuracy": 0.8607666290868095, |
|
"eval_f1": 0.859145483112773, |
|
"eval_loss": 0.4525001347064972, |
|
"eval_precision": 0.8597298990917882, |
|
"eval_recall": 0.8607666290868095, |
|
"eval_runtime": 17.2747, |
|
"eval_samples_per_second": 102.694, |
|
"eval_steps_per_second": 1.621, |
|
"step": 1437 |
|
}, |
|
{ |
|
"epoch": 23.04, |
|
"learning_rate": 1.2544802867383513e-05, |
|
"loss": 0.2986, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 23.2, |
|
"learning_rate": 1.2246117084826763e-05, |
|
"loss": 0.2861, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 23.36, |
|
"learning_rate": 1.1947431302270013e-05, |
|
"loss": 0.3074, |
|
"step": 1460 |
|
}, |
|
{ |
|
"epoch": 23.52, |
|
"learning_rate": 1.1648745519713262e-05, |
|
"loss": 0.3081, |
|
"step": 1470 |
|
}, |
|
{ |
|
"epoch": 23.68, |
|
"learning_rate": 1.135005973715651e-05, |
|
"loss": 0.3264, |
|
"step": 1480 |
|
}, |
|
{ |
|
"epoch": 23.84, |
|
"learning_rate": 1.1051373954599762e-05, |
|
"loss": 0.2759, |
|
"step": 1490 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"learning_rate": 1.0752688172043012e-05, |
|
"loss": 0.3044, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_accuracy": 0.859075535512965, |
|
"eval_f1": 0.8579265723685074, |
|
"eval_loss": 0.44173765182495117, |
|
"eval_precision": 0.8578008970799358, |
|
"eval_recall": 0.859075535512965, |
|
"eval_runtime": 17.2768, |
|
"eval_samples_per_second": 102.681, |
|
"eval_steps_per_second": 1.621, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 24.16, |
|
"learning_rate": 1.0454002389486262e-05, |
|
"loss": 0.3006, |
|
"step": 1510 |
|
}, |
|
{ |
|
"epoch": 24.32, |
|
"learning_rate": 1.015531660692951e-05, |
|
"loss": 0.3177, |
|
"step": 1520 |
|
}, |
|
{ |
|
"epoch": 24.48, |
|
"learning_rate": 9.856630824372761e-06, |
|
"loss": 0.2955, |
|
"step": 1530 |
|
}, |
|
{ |
|
"epoch": 24.64, |
|
"learning_rate": 9.557945041816011e-06, |
|
"loss": 0.2789, |
|
"step": 1540 |
|
}, |
|
{ |
|
"epoch": 24.8, |
|
"learning_rate": 9.259259259259259e-06, |
|
"loss": 0.2922, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 24.96, |
|
"learning_rate": 8.960573476702509e-06, |
|
"loss": 0.3088, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 24.99, |
|
"eval_accuracy": 0.8607666290868095, |
|
"eval_f1": 0.8582151421802315, |
|
"eval_loss": 0.46258145570755005, |
|
"eval_precision": 0.8585920808092755, |
|
"eval_recall": 0.8607666290868095, |
|
"eval_runtime": 17.3296, |
|
"eval_samples_per_second": 102.368, |
|
"eval_steps_per_second": 1.616, |
|
"step": 1562 |
|
}, |
|
{ |
|
"epoch": 25.12, |
|
"learning_rate": 8.661887694145759e-06, |
|
"loss": 0.277, |
|
"step": 1570 |
|
}, |
|
{ |
|
"epoch": 25.28, |
|
"learning_rate": 8.363201911589009e-06, |
|
"loss": 0.2828, |
|
"step": 1580 |
|
}, |
|
{ |
|
"epoch": 25.44, |
|
"learning_rate": 8.064516129032258e-06, |
|
"loss": 0.29, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 25.6, |
|
"learning_rate": 7.765830346475508e-06, |
|
"loss": 0.2961, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 25.76, |
|
"learning_rate": 7.467144563918758e-06, |
|
"loss": 0.271, |
|
"step": 1610 |
|
}, |
|
{ |
|
"epoch": 25.92, |
|
"learning_rate": 7.168458781362007e-06, |
|
"loss": 0.2897, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_accuracy": 0.863021420518602, |
|
"eval_f1": 0.8605836262056031, |
|
"eval_loss": 0.4523937404155731, |
|
"eval_precision": 0.8606214526293268, |
|
"eval_recall": 0.863021420518602, |
|
"eval_runtime": 17.3576, |
|
"eval_samples_per_second": 102.203, |
|
"eval_steps_per_second": 1.613, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 26.08, |
|
"learning_rate": 6.869772998805258e-06, |
|
"loss": 0.3011, |
|
"step": 1630 |
|
}, |
|
{ |
|
"epoch": 26.24, |
|
"learning_rate": 6.5710872162485075e-06, |
|
"loss": 0.3078, |
|
"step": 1640 |
|
}, |
|
{ |
|
"epoch": 26.4, |
|
"learning_rate": 6.2724014336917564e-06, |
|
"loss": 0.2768, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 26.56, |
|
"learning_rate": 5.973715651135006e-06, |
|
"loss": 0.2748, |
|
"step": 1660 |
|
}, |
|
{ |
|
"epoch": 26.72, |
|
"learning_rate": 5.675029868578255e-06, |
|
"loss": 0.2945, |
|
"step": 1670 |
|
}, |
|
{ |
|
"epoch": 26.88, |
|
"learning_rate": 5.376344086021506e-06, |
|
"loss": 0.2823, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 26.99, |
|
"eval_accuracy": 0.8669673055242391, |
|
"eval_f1": 0.8657213868866179, |
|
"eval_loss": 0.4433302879333496, |
|
"eval_precision": 0.8656874960193051, |
|
"eval_recall": 0.8669673055242391, |
|
"eval_runtime": 17.3055, |
|
"eval_samples_per_second": 102.511, |
|
"eval_steps_per_second": 1.618, |
|
"step": 1687 |
|
}, |
|
{ |
|
"epoch": 27.04, |
|
"learning_rate": 5.077658303464755e-06, |
|
"loss": 0.2941, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 27.2, |
|
"learning_rate": 4.7789725209080055e-06, |
|
"loss": 0.2818, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 27.36, |
|
"learning_rate": 4.4802867383512545e-06, |
|
"loss": 0.298, |
|
"step": 1710 |
|
}, |
|
{ |
|
"epoch": 27.52, |
|
"learning_rate": 4.181600955794504e-06, |
|
"loss": 0.2851, |
|
"step": 1720 |
|
}, |
|
{ |
|
"epoch": 27.68, |
|
"learning_rate": 3.882915173237754e-06, |
|
"loss": 0.2489, |
|
"step": 1730 |
|
}, |
|
{ |
|
"epoch": 27.84, |
|
"learning_rate": 3.5842293906810035e-06, |
|
"loss": 0.2749, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"learning_rate": 3.2855436081242537e-06, |
|
"loss": 0.2928, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_accuracy": 0.8658399098083427, |
|
"eval_f1": 0.8630660026100013, |
|
"eval_loss": 0.44790273904800415, |
|
"eval_precision": 0.862877829981859, |
|
"eval_recall": 0.8658399098083427, |
|
"eval_runtime": 17.3119, |
|
"eval_samples_per_second": 102.473, |
|
"eval_steps_per_second": 1.617, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 28.16, |
|
"learning_rate": 2.986857825567503e-06, |
|
"loss": 0.2743, |
|
"step": 1760 |
|
}, |
|
{ |
|
"epoch": 28.32, |
|
"learning_rate": 2.688172043010753e-06, |
|
"loss": 0.2711, |
|
"step": 1770 |
|
}, |
|
{ |
|
"epoch": 28.48, |
|
"learning_rate": 2.3894862604540028e-06, |
|
"loss": 0.2608, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 28.64, |
|
"learning_rate": 2.090800477897252e-06, |
|
"loss": 0.2817, |
|
"step": 1790 |
|
}, |
|
{ |
|
"epoch": 28.8, |
|
"learning_rate": 1.7921146953405017e-06, |
|
"loss": 0.2796, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 28.96, |
|
"learning_rate": 1.4934289127837516e-06, |
|
"loss": 0.2695, |
|
"step": 1810 |
|
}, |
|
{ |
|
"epoch": 28.99, |
|
"eval_accuracy": 0.8658399098083427, |
|
"eval_f1": 0.8638706039387641, |
|
"eval_loss": 0.44547951221466064, |
|
"eval_precision": 0.8637345358131442, |
|
"eval_recall": 0.8658399098083427, |
|
"eval_runtime": 17.3585, |
|
"eval_samples_per_second": 102.198, |
|
"eval_steps_per_second": 1.613, |
|
"step": 1812 |
|
}, |
|
{ |
|
"epoch": 29.12, |
|
"learning_rate": 1.1947431302270014e-06, |
|
"loss": 0.2796, |
|
"step": 1820 |
|
}, |
|
{ |
|
"epoch": 29.28, |
|
"learning_rate": 8.960573476702509e-07, |
|
"loss": 0.2629, |
|
"step": 1830 |
|
}, |
|
{ |
|
"epoch": 29.44, |
|
"learning_rate": 5.973715651135007e-07, |
|
"loss": 0.2608, |
|
"step": 1840 |
|
}, |
|
{ |
|
"epoch": 29.6, |
|
"learning_rate": 2.9868578255675034e-07, |
|
"loss": 0.2588, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 29.76, |
|
"learning_rate": 0.0, |
|
"loss": 0.274, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 29.76, |
|
"eval_accuracy": 0.863021420518602, |
|
"eval_f1": 0.861017543833279, |
|
"eval_loss": 0.44493040442466736, |
|
"eval_precision": 0.860727259906441, |
|
"eval_recall": 0.863021420518602, |
|
"eval_runtime": 17.2513, |
|
"eval_samples_per_second": 102.833, |
|
"eval_steps_per_second": 1.623, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 29.76, |
|
"step": 1860, |
|
"total_flos": 1.889993602035155e+19, |
|
"train_loss": 0.4908920302185961, |
|
"train_runtime": 6499.5749, |
|
"train_samples_per_second": 73.676, |
|
"train_steps_per_second": 0.286 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 1860, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 30, |
|
"save_steps": 500, |
|
"total_flos": 1.889993602035155e+19, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|