| { | |
| "best_metric": 0.7513241767883301, | |
| "best_model_checkpoint": "videomae-base-finetuned-ucf101-nomixup/checkpoint-5500", | |
| "epoch": 36.91275167785235, | |
| "global_step": 5500, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 6.7114093959731546e-06, | |
| "loss": 4.685, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 1.3422818791946309e-05, | |
| "loss": 4.6973, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 2.013422818791946e-05, | |
| "loss": 4.6677, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 2.6845637583892618e-05, | |
| "loss": 4.6252, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 3.3557046979865775e-05, | |
| "loss": 4.6242, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 4.026845637583892e-05, | |
| "loss": 4.5581, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 4.697986577181208e-05, | |
| "loss": 4.5285, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 5.3691275167785237e-05, | |
| "loss": 4.5188, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 6.040268456375839e-05, | |
| "loss": 4.431, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 6.711409395973155e-05, | |
| "loss": 4.3994, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 7.38255033557047e-05, | |
| "loss": 4.3375, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 8.053691275167784e-05, | |
| "loss": 4.2659, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 8.7248322147651e-05, | |
| "loss": 4.1503, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 9.395973154362417e-05, | |
| "loss": 4.0464, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 0.00010067114093959731, | |
| "loss": 3.9801, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 0.00010738255033557047, | |
| "loss": 3.9336, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 0.00011409395973154363, | |
| "loss": 3.8316, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 0.00012080536912751678, | |
| "loss": 3.7867, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 0.00012751677852348994, | |
| "loss": 3.6977, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 0.0001342281879194631, | |
| "loss": 3.5853, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 0.00014093959731543624, | |
| "loss": 3.4901, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 0.0001476510067114094, | |
| "loss": 3.4679, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 0.00015436241610738256, | |
| "loss": 3.4984, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 0.0001610738255033557, | |
| "loss": 3.3598, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 0.00016778523489932888, | |
| "loss": 3.2679, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 0.000174496644295302, | |
| "loss": 3.2981, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 0.00018120805369127517, | |
| "loss": 3.2664, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 0.00018791946308724833, | |
| "loss": 3.2929, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 0.00019463087248322146, | |
| "loss": 3.2039, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 0.00020134228187919463, | |
| "loss": 3.1763, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 0.00020805369127516779, | |
| "loss": 3.0554, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 0.00021476510067114095, | |
| "loss": 2.9937, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 0.0002214765100671141, | |
| "loss": 3.0402, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 0.00022818791946308727, | |
| "loss": 3.0012, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 0.0002348993288590604, | |
| "loss": 2.9892, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 0.00024161073825503356, | |
| "loss": 3.0453, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 0.0002483221476510067, | |
| "loss": 2.9497, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 0.0002550335570469799, | |
| "loss": 2.8924, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 0.000261744966442953, | |
| "loss": 2.9597, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "learning_rate": 0.0002684563758389262, | |
| "loss": 3.0828, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 0.00027516778523489934, | |
| "loss": 3.0353, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 0.00028187919463087247, | |
| "loss": 2.8786, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 0.00028859060402684566, | |
| "loss": 2.9322, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 0.0002953020134228188, | |
| "loss": 2.7467, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 0.000302013422818792, | |
| "loss": 2.8574, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 0.0003087248322147651, | |
| "loss": 2.7929, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 0.00031543624161073825, | |
| "loss": 2.8987, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 0.0003221476510067114, | |
| "loss": 2.8908, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 0.0003288590604026846, | |
| "loss": 2.6509, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 0.00033557046979865775, | |
| "loss": 2.8576, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "eval_accuracy": 0.5911017060279846, | |
| "eval_accuracy_top5": 0.727224588394165, | |
| "eval_loss": 1.8057622909545898, | |
| "eval_runtime": 104.4766, | |
| "eval_samples_per_second": 36.209, | |
| "eval_steps_per_second": 4.527, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 0.0003422818791946309, | |
| "loss": 2.7528, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 0.000348993288590604, | |
| "loss": 2.7427, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 0.00035570469798657715, | |
| "loss": 2.8489, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 0.00036241610738255034, | |
| "loss": 2.8167, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 3.69, | |
| "learning_rate": 0.00036912751677852353, | |
| "loss": 2.7375, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 0.00037583892617449666, | |
| "loss": 2.8108, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 0.0003825503355704698, | |
| "loss": 2.8261, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 0.00038926174496644293, | |
| "loss": 2.7504, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 0.0003959731543624161, | |
| "loss": 2.802, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 0.00040268456375838925, | |
| "loss": 2.7507, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 4.09, | |
| "learning_rate": 0.00040939597315436244, | |
| "loss": 2.8335, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "learning_rate": 0.00041610738255033557, | |
| "loss": 2.6994, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 4.23, | |
| "learning_rate": 0.00042281879194630876, | |
| "loss": 2.8312, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "learning_rate": 0.0004295302013422819, | |
| "loss": 2.8237, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 4.36, | |
| "learning_rate": 0.000436241610738255, | |
| "loss": 2.849, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 4.43, | |
| "learning_rate": 0.0004429530201342282, | |
| "loss": 2.8233, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "learning_rate": 0.00044966442953020135, | |
| "loss": 2.7256, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 4.56, | |
| "learning_rate": 0.00045637583892617453, | |
| "loss": 2.8312, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 0.00046308724832214767, | |
| "loss": 2.7241, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 0.0004697986577181208, | |
| "loss": 2.6984, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 4.77, | |
| "learning_rate": 0.00047651006711409394, | |
| "loss": 2.7826, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "learning_rate": 0.0004832214765100671, | |
| "loss": 2.781, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "learning_rate": 0.0004899328859060403, | |
| "loss": 2.7601, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 4.97, | |
| "learning_rate": 0.0004966442953020134, | |
| "loss": 2.744, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 5.03, | |
| "learning_rate": 0.0004999988659275162, | |
| "loss": 2.8382, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 5.1, | |
| "learning_rate": 0.0004999897934093798, | |
| "loss": 2.8987, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 5.17, | |
| "learning_rate": 0.0004999716487023506, | |
| "loss": 2.7493, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 5.23, | |
| "learning_rate": 0.0004999444324649045, | |
| "loss": 2.8423, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 5.3, | |
| "learning_rate": 0.0004999081456847252, | |
| "loss": 2.8108, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "learning_rate": 0.0004998627896786686, | |
| "loss": 2.7675, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 5.44, | |
| "learning_rate": 0.0004998083660927148, | |
| "loss": 2.5845, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 5.5, | |
| "learning_rate": 0.0004997448769019087, | |
| "loss": 2.7445, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 5.57, | |
| "learning_rate": 0.0004996723244102881, | |
| "loss": 2.6608, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 5.64, | |
| "learning_rate": 0.0004995907112508002, | |
| "loss": 2.6423, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 5.7, | |
| "learning_rate": 0.0004995000403852056, | |
| "loss": 2.706, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 5.77, | |
| "learning_rate": 0.0004994003151039719, | |
| "loss": 2.7687, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 5.84, | |
| "learning_rate": 0.000499291539026153, | |
| "loss": 2.761, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 5.91, | |
| "learning_rate": 0.0004991737160992588, | |
| "loss": 2.6858, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 5.97, | |
| "learning_rate": 0.000499046850599111, | |
| "loss": 2.7172, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 6.04, | |
| "learning_rate": 0.0004989109471296887, | |
| "loss": 2.8251, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 6.11, | |
| "learning_rate": 0.000498766010622961, | |
| "loss": 2.6963, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "learning_rate": 0.0004986120463387084, | |
| "loss": 2.4729, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 6.24, | |
| "learning_rate": 0.000498449059864331, | |
| "loss": 2.7372, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 6.31, | |
| "learning_rate": 0.0004982770571146468, | |
| "loss": 2.8074, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 6.38, | |
| "learning_rate": 0.0004980960443316762, | |
| "loss": 2.7279, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 6.44, | |
| "learning_rate": 0.0004979060280844162, | |
| "loss": 2.6071, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 6.51, | |
| "learning_rate": 0.0004977070152686013, | |
| "loss": 2.7364, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 6.58, | |
| "learning_rate": 0.000497499013106454, | |
| "loss": 2.6095, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 6.64, | |
| "learning_rate": 0.0004972820291464219, | |
| "loss": 2.574, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 6.71, | |
| "learning_rate": 0.0004970560712629044, | |
| "loss": 2.6651, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 6.71, | |
| "eval_accuracy": 0.5632944703102112, | |
| "eval_accuracy_top5": 0.7002118825912476, | |
| "eval_loss": 1.7887717485427856, | |
| "eval_runtime": 1057.27, | |
| "eval_samples_per_second": 3.578, | |
| "eval_steps_per_second": 0.447, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 6.78, | |
| "learning_rate": 0.0004968211476559667, | |
| "loss": 2.7145, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 6.85, | |
| "learning_rate": 0.0004965772668510425, | |
| "loss": 2.6658, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 6.91, | |
| "learning_rate": 0.0004963244376986235, | |
| "loss": 2.7473, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "learning_rate": 0.0004960626693739401, | |
| "loss": 2.8268, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 7.05, | |
| "learning_rate": 0.0004957919713766266, | |
| "loss": 2.5706, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 7.11, | |
| "learning_rate": 0.0004955123535303775, | |
| "loss": 2.645, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 7.18, | |
| "learning_rate": 0.0004952238259825911, | |
| "loss": 2.68, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 7.25, | |
| "learning_rate": 0.0004949263992040001, | |
| "loss": 2.6571, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 7.32, | |
| "learning_rate": 0.0004946200839882932, | |
| "loss": 2.4641, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 7.38, | |
| "learning_rate": 0.000494304891451722, | |
| "loss": 2.6196, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 7.45, | |
| "learning_rate": 0.0004939808330326985, | |
| "loss": 2.5998, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 7.52, | |
| "learning_rate": 0.0004936479204913795, | |
| "loss": 2.6489, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 7.58, | |
| "learning_rate": 0.0004933061659092401, | |
| "loss": 2.6613, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 7.65, | |
| "learning_rate": 0.0004929555816886352, | |
| "loss": 2.533, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 7.72, | |
| "learning_rate": 0.0004925961805523493, | |
| "loss": 2.6853, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 0.0004922279755431349, | |
| "loss": 2.6887, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 7.85, | |
| "learning_rate": 0.0004918509800232392, | |
| "loss": 2.6397, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 7.92, | |
| "learning_rate": 0.0004914652076739187, | |
| "loss": 2.4045, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 7.99, | |
| "learning_rate": 0.0004910706724949438, | |
| "loss": 2.5858, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 8.05, | |
| "learning_rate": 0.0004906673888040895, | |
| "loss": 2.5493, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 8.12, | |
| "learning_rate": 0.0004902553712366165, | |
| "loss": 2.5056, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 8.19, | |
| "learning_rate": 0.0004898346347447405, | |
| "loss": 2.6127, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 8.26, | |
| "learning_rate": 0.0004894051945970881, | |
| "loss": 2.519, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 8.32, | |
| "learning_rate": 0.0004889670663781443, | |
| "loss": 2.4318, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 8.39, | |
| "learning_rate": 0.0004885202659876861, | |
| "loss": 2.4674, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 8.46, | |
| "learning_rate": 0.00048806480964020554, | |
| "loss": 2.5532, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 8.52, | |
| "learning_rate": 0.0004876007138643216, | |
| "loss": 2.5892, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 8.59, | |
| "learning_rate": 0.00048712799550218, | |
| "loss": 2.5353, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 8.66, | |
| "learning_rate": 0.00048664667170884217, | |
| "loss": 2.4692, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 8.72, | |
| "learning_rate": 0.0004861567599516628, | |
| "loss": 2.5329, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 8.79, | |
| "learning_rate": 0.0004856582780096558, | |
| "loss": 2.5185, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 8.86, | |
| "learning_rate": 0.0004851512439728489, | |
| "loss": 2.509, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "learning_rate": 0.0004846356762416276, | |
| "loss": 2.4121, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 8.99, | |
| "learning_rate": 0.00048411159352606734, | |
| "loss": 2.528, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 9.06, | |
| "learning_rate": 0.0004835790148452539, | |
| "loss": 2.57, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "learning_rate": 0.000483037959526594, | |
| "loss": 2.3809, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 9.19, | |
| "learning_rate": 0.0004824884472051136, | |
| "loss": 2.4399, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 9.26, | |
| "learning_rate": 0.000481930497822745, | |
| "loss": 2.4777, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 9.33, | |
| "learning_rate": 0.00048136413162760375, | |
| "loss": 2.6037, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 9.4, | |
| "learning_rate": 0.00048078936917325335, | |
| "loss": 2.4826, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 9.46, | |
| "learning_rate": 0.0004802062313179595, | |
| "loss": 2.5202, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 9.53, | |
| "learning_rate": 0.0004796147392239334, | |
| "loss": 2.5156, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 9.6, | |
| "learning_rate": 0.00047901491435656333, | |
| "loss": 2.4923, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 9.66, | |
| "learning_rate": 0.000478406778483636, | |
| "loss": 2.4254, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 9.73, | |
| "learning_rate": 0.0004777903536745466, | |
| "loss": 2.5741, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 9.8, | |
| "learning_rate": 0.0004771656622994974, | |
| "loss": 2.5019, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 9.87, | |
| "learning_rate": 0.00047653272702868676, | |
| "loss": 2.5268, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 9.93, | |
| "learning_rate": 0.0004758915708314858, | |
| "loss": 2.4928, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 0.00047524221697560476, | |
| "loss": 2.5171, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 10.07, | |
| "learning_rate": 0.0004745846890262493, | |
| "loss": 2.3321, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 10.07, | |
| "eval_accuracy": 0.5985169410705566, | |
| "eval_accuracy_top5": 0.7327859997749329, | |
| "eval_loss": 1.7438325881958008, | |
| "eval_runtime": 103.1085, | |
| "eval_samples_per_second": 36.69, | |
| "eval_steps_per_second": 4.587, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 10.13, | |
| "learning_rate": 0.0004739190108452645, | |
| "loss": 2.4042, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 10.2, | |
| "learning_rate": 0.0004732452065902695, | |
| "loss": 2.4647, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 10.27, | |
| "learning_rate": 0.0004725633007137805, | |
| "loss": 2.4076, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 10.34, | |
| "learning_rate": 0.00047187331796232345, | |
| "loss": 2.2986, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 10.4, | |
| "learning_rate": 0.00047117528337553615, | |
| "loss": 2.5126, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 10.47, | |
| "learning_rate": 0.00047046922228525926, | |
| "loss": 2.4857, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 10.54, | |
| "learning_rate": 0.0004697551603146171, | |
| "loss": 2.4434, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 10.6, | |
| "learning_rate": 0.000469033123377088, | |
| "loss": 2.3844, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 10.67, | |
| "learning_rate": 0.00046830313767556365, | |
| "loss": 2.4232, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 10.74, | |
| "learning_rate": 0.0004675652297013984, | |
| "loss": 2.4638, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 10.81, | |
| "learning_rate": 0.0004668194262334475, | |
| "loss": 2.3976, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 10.87, | |
| "learning_rate": 0.0004660657543370958, | |
| "loss": 2.407, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 10.94, | |
| "learning_rate": 0.0004653042413632751, | |
| "loss": 2.42, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 11.01, | |
| "learning_rate": 0.0004645349149474718, | |
| "loss": 2.4782, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 11.07, | |
| "learning_rate": 0.00046375780300872405, | |
| "loss": 2.3456, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 11.14, | |
| "learning_rate": 0.00046297293374860846, | |
| "loss": 2.4317, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 11.21, | |
| "learning_rate": 0.00046218033565021647, | |
| "loss": 2.315, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 11.28, | |
| "learning_rate": 0.0004613800374771212, | |
| "loss": 2.3308, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 11.34, | |
| "learning_rate": 0.000460572068272333, | |
| "loss": 2.4006, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 11.41, | |
| "learning_rate": 0.0004597564573572461, | |
| "loss": 2.4491, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 11.48, | |
| "learning_rate": 0.000458933234330574, | |
| "loss": 2.4763, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 11.54, | |
| "learning_rate": 0.0004581024290672755, | |
| "loss": 2.4014, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 11.61, | |
| "learning_rate": 0.00045726407171747075, | |
| "loss": 2.5596, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 11.68, | |
| "learning_rate": 0.0004564181927053468, | |
| "loss": 2.4823, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 11.74, | |
| "learning_rate": 0.0004555648227280535, | |
| "loss": 2.4451, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 11.81, | |
| "learning_rate": 0.00045470399275458984, | |
| "loss": 2.4504, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 11.88, | |
| "learning_rate": 0.00045383573402467967, | |
| "loss": 2.3143, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 11.95, | |
| "learning_rate": 0.00045296007804763815, | |
| "loss": 2.2971, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 12.01, | |
| "learning_rate": 0.00045207705660122853, | |
| "loss": 2.2387, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 12.08, | |
| "learning_rate": 0.00045118670173050846, | |
| "loss": 2.386, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 12.15, | |
| "learning_rate": 0.0004502890457466673, | |
| "loss": 2.3928, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 12.21, | |
| "learning_rate": 0.00044938412122585373, | |
| "loss": 2.3766, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 12.28, | |
| "learning_rate": 0.00044847196100799306, | |
| "loss": 2.3229, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 12.35, | |
| "learning_rate": 0.000447552598195596, | |
| "loss": 2.1737, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 12.42, | |
| "learning_rate": 0.00044662606615255705, | |
| "loss": 2.3663, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 12.48, | |
| "learning_rate": 0.0004456923985029439, | |
| "loss": 2.3396, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 12.55, | |
| "learning_rate": 0.0004447516291297768, | |
| "loss": 2.5236, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 12.62, | |
| "learning_rate": 0.0004438037921737997, | |
| "loss": 2.242, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 12.68, | |
| "learning_rate": 0.00044284892203224024, | |
| "loss": 2.3837, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 12.75, | |
| "learning_rate": 0.00044188705335756253, | |
| "loss": 2.3464, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 12.82, | |
| "learning_rate": 0.0004409182210562087, | |
| "loss": 2.2084, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 12.89, | |
| "learning_rate": 0.00043994246028733296, | |
| "loss": 2.3124, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 12.95, | |
| "learning_rate": 0.0004389598064615249, | |
| "loss": 2.1847, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 13.02, | |
| "learning_rate": 0.0004379702952395249, | |
| "loss": 2.2371, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 13.09, | |
| "learning_rate": 0.00043697396253093, | |
| "loss": 2.383, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 13.15, | |
| "learning_rate": 0.0004359708444928904, | |
| "loss": 2.2143, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 13.22, | |
| "learning_rate": 0.0004349609775287977, | |
| "loss": 2.2602, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 13.29, | |
| "learning_rate": 0.0004339443982869634, | |
| "loss": 2.2835, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 13.36, | |
| "learning_rate": 0.00043292114365928934, | |
| "loss": 2.2528, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 13.42, | |
| "learning_rate": 0.00043189125077992867, | |
| "loss": 2.3348, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 13.42, | |
| "eval_accuracy": 0.6295021176338196, | |
| "eval_accuracy_top5": 0.7356991767883301, | |
| "eval_loss": 1.62944495677948, | |
| "eval_runtime": 99.1269, | |
| "eval_samples_per_second": 38.163, | |
| "eval_steps_per_second": 4.772, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 13.49, | |
| "learning_rate": 0.00043085475702393827, | |
| "loss": 2.3693, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 13.56, | |
| "learning_rate": 0.0004298117000059223, | |
| "loss": 2.2296, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 13.62, | |
| "learning_rate": 0.0004287621175786674, | |
| "loss": 2.2473, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 13.69, | |
| "learning_rate": 0.0004277060478317687, | |
| "loss": 2.2507, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 13.76, | |
| "learning_rate": 0.00042664352909024784, | |
| "loss": 2.3107, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 13.83, | |
| "learning_rate": 0.00042557459991316197, | |
| "loss": 2.3385, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 13.89, | |
| "learning_rate": 0.0004244992990922043, | |
| "loss": 2.2102, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 13.96, | |
| "learning_rate": 0.0004234176656502968, | |
| "loss": 2.3437, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 14.03, | |
| "learning_rate": 0.00042232973884017355, | |
| "loss": 2.3511, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 14.09, | |
| "learning_rate": 0.00042123555814295655, | |
| "loss": 2.3496, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 14.16, | |
| "learning_rate": 0.00042013516326672276, | |
| "loss": 2.2043, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 14.23, | |
| "learning_rate": 0.0004190285941450632, | |
| "loss": 2.2971, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 14.3, | |
| "learning_rate": 0.00041791589093563385, | |
| "loss": 2.2116, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 14.36, | |
| "learning_rate": 0.000416797094018698, | |
| "loss": 2.2991, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 14.43, | |
| "learning_rate": 0.00041567224399566104, | |
| "loss": 2.2796, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 14.5, | |
| "learning_rate": 0.00041454138168759726, | |
| "loss": 2.3402, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 14.56, | |
| "learning_rate": 0.00041340454813376784, | |
| "loss": 2.3073, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 14.63, | |
| "learning_rate": 0.0004122617845901322, | |
| "loss": 2.2733, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 14.7, | |
| "learning_rate": 0.0004111131325278502, | |
| "loss": 2.2013, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 14.77, | |
| "learning_rate": 0.0004099586336317779, | |
| "loss": 2.2275, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 14.83, | |
| "learning_rate": 0.00040879832979895376, | |
| "loss": 2.2008, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 14.9, | |
| "learning_rate": 0.00040763226313707924, | |
| "loss": 2.1913, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 14.97, | |
| "learning_rate": 0.00040646047596299, | |
| "loss": 2.2507, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 15.03, | |
| "learning_rate": 0.0004052830108011204, | |
| "loss": 2.138, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 15.1, | |
| "learning_rate": 0.00040409991038196057, | |
| "loss": 2.2183, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 15.17, | |
| "learning_rate": 0.00040291121764050533, | |
| "loss": 2.2204, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 15.23, | |
| "learning_rate": 0.000401716975714696, | |
| "loss": 2.1662, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 15.3, | |
| "learning_rate": 0.0004005172279438555, | |
| "loss": 2.3825, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 15.37, | |
| "learning_rate": 0.00039931201786711493, | |
| "loss": 2.2073, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 15.44, | |
| "learning_rate": 0.0003981013892218336, | |
| "loss": 2.1114, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 15.5, | |
| "learning_rate": 0.0003968853859420125, | |
| "loss": 2.2326, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 15.57, | |
| "learning_rate": 0.0003956640521566989, | |
| "loss": 2.2042, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 15.64, | |
| "learning_rate": 0.00039443743218838553, | |
| "loss": 2.1792, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 15.7, | |
| "learning_rate": 0.00039320557055140195, | |
| "loss": 2.1393, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 15.77, | |
| "learning_rate": 0.00039196851195029913, | |
| "loss": 2.1661, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 15.84, | |
| "learning_rate": 0.00039072630127822707, | |
| "loss": 2.2561, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 15.91, | |
| "learning_rate": 0.0003894789836153058, | |
| "loss": 2.1827, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 15.97, | |
| "learning_rate": 0.00038822660422698895, | |
| "loss": 2.2583, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 16.04, | |
| "learning_rate": 0.00038696920856242176, | |
| "loss": 2.1149, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 16.11, | |
| "learning_rate": 0.0003857068422527908, | |
| "loss": 2.1045, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 16.17, | |
| "learning_rate": 0.0003844395511096692, | |
| "loss": 2.2076, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 16.24, | |
| "learning_rate": 0.00038316738112335294, | |
| "loss": 2.2332, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 16.31, | |
| "learning_rate": 0.00038189037846119247, | |
| "loss": 2.1815, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 16.38, | |
| "learning_rate": 0.0003806085894659174, | |
| "loss": 2.139, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 16.44, | |
| "learning_rate": 0.00037932206065395427, | |
| "loss": 2.0076, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 16.51, | |
| "learning_rate": 0.0003780308387137387, | |
| "loss": 2.2418, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 16.58, | |
| "learning_rate": 0.00037673497050402143, | |
| "loss": 2.1668, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 16.64, | |
| "learning_rate": 0.0003754345030521669, | |
| "loss": 2.1749, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 16.71, | |
| "learning_rate": 0.0003741294835524475, | |
| "loss": 2.1023, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 16.78, | |
| "learning_rate": 0.00037281995936433026, | |
| "loss": 2.0315, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 16.78, | |
| "eval_accuracy": 0.6353284120559692, | |
| "eval_accuracy_top5": 0.7513241767883301, | |
| "eval_loss": 1.620951771736145, | |
| "eval_runtime": 106.1983, | |
| "eval_samples_per_second": 35.622, | |
| "eval_steps_per_second": 4.454, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 16.85, | |
| "learning_rate": 0.0003715059780107586, | |
| "loss": 2.1777, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 16.91, | |
| "learning_rate": 0.0003701875871764275, | |
| "loss": 2.0452, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 16.98, | |
| "learning_rate": 0.0003688648347060529, | |
| "loss": 2.2884, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 17.05, | |
| "learning_rate": 0.00036753776860263594, | |
| "loss": 2.1402, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 17.11, | |
| "learning_rate": 0.00036620643702571997, | |
| "loss": 2.0759, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 17.18, | |
| "learning_rate": 0.00036487088828964377, | |
| "loss": 2.0357, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 17.25, | |
| "learning_rate": 0.00036353117086178777, | |
| "loss": 2.0975, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 17.32, | |
| "learning_rate": 0.00036218733336081506, | |
| "loss": 2.2448, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 17.38, | |
| "learning_rate": 0.00036083942455490735, | |
| "loss": 2.1251, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 17.45, | |
| "learning_rate": 0.0003594874933599949, | |
| "loss": 2.1602, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 17.52, | |
| "learning_rate": 0.00035813158883798134, | |
| "loss": 2.1744, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 17.58, | |
| "learning_rate": 0.00035677176019496343, | |
| "loss": 2.1631, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 17.65, | |
| "learning_rate": 0.0003554080567794451, | |
| "loss": 2.1669, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 17.72, | |
| "learning_rate": 0.0003540405280805467, | |
| "loss": 2.1181, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 17.79, | |
| "learning_rate": 0.00035266922372620906, | |
| "loss": 2.0952, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 17.85, | |
| "learning_rate": 0.00035129419348139246, | |
| "loss": 2.1549, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 17.92, | |
| "learning_rate": 0.0003499154872462705, | |
| "loss": 2.1738, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 17.99, | |
| "learning_rate": 0.0003485331550544197, | |
| "loss": 2.1793, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 18.05, | |
| "learning_rate": 0.00034714724707100283, | |
| "loss": 2.1329, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 18.12, | |
| "learning_rate": 0.00034575781359094947, | |
| "loss": 2.0711, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 18.19, | |
| "learning_rate": 0.0003443649050371301, | |
| "loss": 2.0466, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 18.26, | |
| "learning_rate": 0.00034296857195852647, | |
| "loss": 2.1244, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 18.32, | |
| "learning_rate": 0.0003415688650283973, | |
| "loss": 2.1518, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 18.39, | |
| "learning_rate": 0.0003401658350424389, | |
| "loss": 2.1096, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 18.46, | |
| "learning_rate": 0.0003387595329169423, | |
| "loss": 2.0938, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 18.52, | |
| "learning_rate": 0.0003373500096869451, | |
| "loss": 2.1085, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 18.59, | |
| "learning_rate": 0.0003359373165043796, | |
| "loss": 2.0453, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 18.66, | |
| "learning_rate": 0.0003345215046362165, | |
| "loss": 2.2149, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 18.72, | |
| "learning_rate": 0.00033310262546260434, | |
| "loss": 2.1468, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 18.79, | |
| "learning_rate": 0.0003316807304750047, | |
| "loss": 2.0384, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 18.86, | |
| "learning_rate": 0.0003302558712743241, | |
| "loss": 2.0865, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 18.93, | |
| "learning_rate": 0.00032882809956904065, | |
| "loss": 2.1671, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 18.99, | |
| "learning_rate": 0.0003273974671733283, | |
| "loss": 2.0147, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 19.06, | |
| "learning_rate": 0.0003259640260051759, | |
| "loss": 1.9943, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 19.13, | |
| "learning_rate": 0.00032452782808450355, | |
| "loss": 1.9631, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 19.19, | |
| "learning_rate": 0.00032308892553127425, | |
| "loss": 2.1063, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 19.26, | |
| "learning_rate": 0.00032164737056360307, | |
| "loss": 1.9979, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 19.33, | |
| "learning_rate": 0.0003202032154958615, | |
| "loss": 1.9259, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 19.4, | |
| "learning_rate": 0.0003187565127367797, | |
| "loss": 1.9233, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 19.46, | |
| "learning_rate": 0.00031730731478754365, | |
| "loss": 2.0203, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 19.53, | |
| "learning_rate": 0.00031585567423989084, | |
| "loss": 2.0238, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 19.6, | |
| "learning_rate": 0.00031440164377420085, | |
| "loss": 2.0497, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 19.66, | |
| "learning_rate": 0.0003129452761575843, | |
| "loss": 1.9399, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 19.73, | |
| "learning_rate": 0.00031148662424196723, | |
| "loss": 2.0291, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 19.8, | |
| "learning_rate": 0.0003100257409621738, | |
| "loss": 2.0845, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 19.87, | |
| "learning_rate": 0.0003085626793340045, | |
| "loss": 1.9692, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 19.93, | |
| "learning_rate": 0.00030709749245231297, | |
| "loss": 2.0479, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "learning_rate": 0.0003056302334890786, | |
| "loss": 2.0145, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 20.07, | |
| "learning_rate": 0.00030416095569147717, | |
| "loss": 1.9802, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 20.13, | |
| "learning_rate": 0.00030268971237994835, | |
| "loss": 2.0705, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 20.13, | |
| "eval_accuracy": 0.6464512944221497, | |
| "eval_accuracy_top5": 0.7627118825912476, | |
| "eval_loss": 1.5695319175720215, | |
| "eval_runtime": 101.6469, | |
| "eval_samples_per_second": 37.217, | |
| "eval_steps_per_second": 4.653, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 20.2, | |
| "learning_rate": 0.00030121655694626096, | |
| "loss": 1.9999, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 20.27, | |
| "learning_rate": 0.00029974154285157496, | |
| "loss": 2.0053, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 20.34, | |
| "learning_rate": 0.0002982647236245017, | |
| "loss": 1.9484, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 20.4, | |
| "learning_rate": 0.00029678615285916126, | |
| "loss": 1.9829, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 20.47, | |
| "learning_rate": 0.0002953058842132373, | |
| "loss": 1.9263, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 20.54, | |
| "learning_rate": 0.00029382397140603013, | |
| "loss": 1.955, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 20.6, | |
| "learning_rate": 0.00029234046821650694, | |
| "loss": 2.0098, | |
| "step": 3070 | |
| }, | |
| { | |
| "epoch": 20.67, | |
| "learning_rate": 0.0002908554284813503, | |
| "loss": 1.9278, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 20.74, | |
| "learning_rate": 0.00028936890609300447, | |
| "loss": 2.0939, | |
| "step": 3090 | |
| }, | |
| { | |
| "epoch": 20.81, | |
| "learning_rate": 0.00028788095499771943, | |
| "loss": 1.9715, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 20.87, | |
| "learning_rate": 0.0002863916291935933, | |
| "loss": 2.0042, | |
| "step": 3110 | |
| }, | |
| { | |
| "epoch": 20.94, | |
| "learning_rate": 0.00028490098272861283, | |
| "loss": 2.0696, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 21.01, | |
| "learning_rate": 0.0002834090696986916, | |
| "loss": 2.0059, | |
| "step": 3130 | |
| }, | |
| { | |
| "epoch": 21.07, | |
| "learning_rate": 0.00028191594424570754, | |
| "loss": 1.9319, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 21.14, | |
| "learning_rate": 0.00028042166055553723, | |
| "loss": 2.0266, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 21.21, | |
| "learning_rate": 0.00027892627285609035, | |
| "loss": 1.9712, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 21.28, | |
| "learning_rate": 0.0002774298354153411, | |
| "loss": 1.9637, | |
| "step": 3170 | |
| }, | |
| { | |
| "epoch": 21.34, | |
| "learning_rate": 0.0002759324025393591, | |
| "loss": 1.9696, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 21.41, | |
| "learning_rate": 0.00027443402857033864, | |
| "loss": 1.9457, | |
| "step": 3190 | |
| }, | |
| { | |
| "epoch": 21.48, | |
| "learning_rate": 0.00027293476788462623, | |
| "loss": 1.9282, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 21.54, | |
| "learning_rate": 0.000271434674890748, | |
| "loss": 2.0554, | |
| "step": 3210 | |
| }, | |
| { | |
| "epoch": 21.61, | |
| "learning_rate": 0.0002699338040274343, | |
| "loss": 1.9161, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 21.68, | |
| "learning_rate": 0.0002684322097616448, | |
| "loss": 1.9126, | |
| "step": 3230 | |
| }, | |
| { | |
| "epoch": 21.74, | |
| "learning_rate": 0.0002669299465865914, | |
| "loss": 2.0167, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 21.81, | |
| "learning_rate": 0.00026542706901976125, | |
| "loss": 1.9754, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 21.88, | |
| "learning_rate": 0.00026392363160093746, | |
| "loss": 1.9503, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 21.95, | |
| "learning_rate": 0.00026241968889022065, | |
| "loss": 2.0577, | |
| "step": 3270 | |
| }, | |
| { | |
| "epoch": 22.01, | |
| "learning_rate": 0.0002609152954660484, | |
| "loss": 1.9624, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 22.08, | |
| "learning_rate": 0.000259410505923215, | |
| "loss": 1.9243, | |
| "step": 3290 | |
| }, | |
| { | |
| "epoch": 22.15, | |
| "learning_rate": 0.0002579053748708897, | |
| "loss": 1.9068, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 22.21, | |
| "learning_rate": 0.0002563999569306355, | |
| "loss": 1.8909, | |
| "step": 3310 | |
| }, | |
| { | |
| "epoch": 22.28, | |
| "learning_rate": 0.00025489430673442635, | |
| "loss": 1.9244, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 22.35, | |
| "learning_rate": 0.0002533884789226651, | |
| "loss": 1.9617, | |
| "step": 3330 | |
| }, | |
| { | |
| "epoch": 22.42, | |
| "learning_rate": 0.00025188252814220004, | |
| "loss": 1.8954, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 22.48, | |
| "learning_rate": 0.0002503765090443422, | |
| "loss": 1.95, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 22.55, | |
| "learning_rate": 0.0002488704762828819, | |
| "loss": 1.9047, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 22.62, | |
| "learning_rate": 0.0002473644845121051, | |
| "loss": 2.0102, | |
| "step": 3370 | |
| }, | |
| { | |
| "epoch": 22.68, | |
| "learning_rate": 0.00024585858838481055, | |
| "loss": 1.9811, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 22.75, | |
| "learning_rate": 0.0002443528425503256, | |
| "loss": 1.8512, | |
| "step": 3390 | |
| }, | |
| { | |
| "epoch": 22.82, | |
| "learning_rate": 0.00024284730165252387, | |
| "loss": 1.929, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 22.89, | |
| "learning_rate": 0.00024134202032784156, | |
| "loss": 1.8707, | |
| "step": 3410 | |
| }, | |
| { | |
| "epoch": 22.95, | |
| "learning_rate": 0.00023983705320329508, | |
| "loss": 1.8647, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 23.02, | |
| "learning_rate": 0.00023833245489449805, | |
| "loss": 1.9206, | |
| "step": 3430 | |
| }, | |
| { | |
| "epoch": 23.09, | |
| "learning_rate": 0.00023682828000368012, | |
| "loss": 1.8319, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 23.15, | |
| "learning_rate": 0.00023532458311770486, | |
| "loss": 1.8411, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 23.22, | |
| "learning_rate": 0.0002338214188060887, | |
| "loss": 1.7666, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 23.29, | |
| "learning_rate": 0.0002323188416190211, | |
| "loss": 1.8131, | |
| "step": 3470 | |
| }, | |
| { | |
| "epoch": 23.36, | |
| "learning_rate": 0.00023081690608538463, | |
| "loss": 1.9416, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 23.42, | |
| "learning_rate": 0.00022931566671077603, | |
| "loss": 1.8075, | |
| "step": 3490 | |
| }, | |
| { | |
| "epoch": 23.49, | |
| "learning_rate": 0.0002278151779755281, | |
| "loss": 1.9087, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 23.49, | |
| "eval_accuracy": 0.6922669410705566, | |
| "eval_accuracy_top5": 0.7862817645072937, | |
| "eval_loss": 1.3863152265548706, | |
| "eval_runtime": 99.8777, | |
| "eval_samples_per_second": 37.876, | |
| "eval_steps_per_second": 4.736, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 23.56, | |
| "learning_rate": 0.00022631549433273294, | |
| "loss": 1.9428, | |
| "step": 3510 | |
| }, | |
| { | |
| "epoch": 23.62, | |
| "learning_rate": 0.0002248166702062657, | |
| "loss": 1.8847, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 23.69, | |
| "learning_rate": 0.00022331875998880943, | |
| "loss": 1.9183, | |
| "step": 3530 | |
| }, | |
| { | |
| "epoch": 23.76, | |
| "learning_rate": 0.0002218218180398811, | |
| "loss": 1.9658, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 23.83, | |
| "learning_rate": 0.0002203258986838591, | |
| "loss": 1.8596, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 23.89, | |
| "learning_rate": 0.00021883105620801164, | |
| "loss": 1.9158, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 23.96, | |
| "learning_rate": 0.0002173373448605267, | |
| "loss": 1.8477, | |
| "step": 3570 | |
| }, | |
| { | |
| "epoch": 24.03, | |
| "learning_rate": 0.0002158448188485433, | |
| "loss": 1.9931, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 24.09, | |
| "learning_rate": 0.00021435353233618446, | |
| "loss": 1.8643, | |
| "step": 3590 | |
| }, | |
| { | |
| "epoch": 24.16, | |
| "learning_rate": 0.00021286353944259138, | |
| "loss": 1.8867, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 24.23, | |
| "learning_rate": 0.00021137489423995963, | |
| "loss": 1.9012, | |
| "step": 3610 | |
| }, | |
| { | |
| "epoch": 24.3, | |
| "learning_rate": 0.00020988765075157648, | |
| "loss": 1.8438, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 24.36, | |
| "learning_rate": 0.00020840186294986097, | |
| "loss": 1.8712, | |
| "step": 3630 | |
| }, | |
| { | |
| "epoch": 24.43, | |
| "learning_rate": 0.00020691758475440482, | |
| "loss": 1.8504, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 24.5, | |
| "learning_rate": 0.0002054348700300158, | |
| "loss": 1.9375, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 24.56, | |
| "learning_rate": 0.00020395377258476278, | |
| "loss": 1.8488, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 24.63, | |
| "learning_rate": 0.0002024743461680234, | |
| "loss": 1.8815, | |
| "step": 3670 | |
| }, | |
| { | |
| "epoch": 24.7, | |
| "learning_rate": 0.00020099664446853328, | |
| "loss": 1.8098, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 24.77, | |
| "learning_rate": 0.00019952072111243738, | |
| "loss": 1.8489, | |
| "step": 3690 | |
| }, | |
| { | |
| "epoch": 24.83, | |
| "learning_rate": 0.00019804662966134442, | |
| "loss": 1.9232, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 24.9, | |
| "learning_rate": 0.0001965744236103828, | |
| "loss": 1.8177, | |
| "step": 3710 | |
| }, | |
| { | |
| "epoch": 24.97, | |
| "learning_rate": 0.0001951041563862593, | |
| "loss": 1.9149, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 25.03, | |
| "learning_rate": 0.00019363588134532007, | |
| "loss": 1.8291, | |
| "step": 3730 | |
| }, | |
| { | |
| "epoch": 25.1, | |
| "learning_rate": 0.0001921696517716147, | |
| "loss": 1.883, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 25.17, | |
| "learning_rate": 0.00019070552087496203, | |
| "loss": 1.8461, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 25.23, | |
| "learning_rate": 0.0001892435417890197, | |
| "loss": 1.8295, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 25.3, | |
| "learning_rate": 0.00018778376756935534, | |
| "loss": 1.887, | |
| "step": 3770 | |
| }, | |
| { | |
| "epoch": 25.37, | |
| "learning_rate": 0.00018632625119152163, | |
| "loss": 1.8155, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 25.44, | |
| "learning_rate": 0.0001848710455491336, | |
| "loss": 1.8593, | |
| "step": 3790 | |
| }, | |
| { | |
| "epoch": 25.5, | |
| "learning_rate": 0.00018341820345194932, | |
| "loss": 1.7904, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 25.57, | |
| "learning_rate": 0.00018196777762395275, | |
| "loss": 1.9035, | |
| "step": 3810 | |
| }, | |
| { | |
| "epoch": 25.64, | |
| "learning_rate": 0.00018051982070144135, | |
| "loss": 1.8704, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 25.7, | |
| "learning_rate": 0.00017907438523111528, | |
| "loss": 1.7725, | |
| "step": 3830 | |
| }, | |
| { | |
| "epoch": 25.77, | |
| "learning_rate": 0.0001776315236681706, | |
| "loss": 1.7824, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 25.84, | |
| "learning_rate": 0.00017619128837439546, | |
| "loss": 1.9004, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 25.91, | |
| "learning_rate": 0.00017475373161627035, | |
| "loss": 1.7393, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 25.97, | |
| "learning_rate": 0.00017331890556307095, | |
| "loss": 1.8055, | |
| "step": 3870 | |
| }, | |
| { | |
| "epoch": 26.04, | |
| "learning_rate": 0.0001718868622849752, | |
| "loss": 1.6775, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 26.11, | |
| "learning_rate": 0.00017045765375117299, | |
| "loss": 1.765, | |
| "step": 3890 | |
| }, | |
| { | |
| "epoch": 26.17, | |
| "learning_rate": 0.00016903133182798115, | |
| "loss": 1.7172, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 26.24, | |
| "learning_rate": 0.00016760794827696055, | |
| "loss": 1.7846, | |
| "step": 3910 | |
| }, | |
| { | |
| "epoch": 26.31, | |
| "learning_rate": 0.0001661875547530378, | |
| "loss": 1.8185, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 26.38, | |
| "learning_rate": 0.0001647702028026308, | |
| "loss": 1.7271, | |
| "step": 3930 | |
| }, | |
| { | |
| "epoch": 26.44, | |
| "learning_rate": 0.00016335594386177794, | |
| "loss": 1.7887, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 26.51, | |
| "learning_rate": 0.0001619448292542716, | |
| "loss": 1.7533, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 26.58, | |
| "learning_rate": 0.0001605369101897956, | |
| "loss": 1.8131, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 26.64, | |
| "learning_rate": 0.00015913223776206666, | |
| "loss": 1.7736, | |
| "step": 3970 | |
| }, | |
| { | |
| "epoch": 26.71, | |
| "learning_rate": 0.00015773086294698036, | |
| "loss": 1.7481, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 26.78, | |
| "learning_rate": 0.0001563328366007612, | |
| "loss": 1.8161, | |
| "step": 3990 | |
| }, | |
| { | |
| "epoch": 26.85, | |
| "learning_rate": 0.0001549382094581166, | |
| "loss": 1.816, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 26.85, | |
| "eval_accuracy": 0.7110699415206909, | |
| "eval_accuracy_top5": 0.7913135886192322, | |
| "eval_loss": 1.3816050291061401, | |
| "eval_runtime": 1281.5963, | |
| "eval_samples_per_second": 2.952, | |
| "eval_steps_per_second": 0.369, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 26.91, | |
| "learning_rate": 0.00015354703213039651, | |
| "loss": 1.7483, | |
| "step": 4010 | |
| }, | |
| { | |
| "epoch": 26.98, | |
| "learning_rate": 0.00015215935510375607, | |
| "loss": 1.7502, | |
| "step": 4020 | |
| }, | |
| { | |
| "epoch": 27.05, | |
| "learning_rate": 0.00015077522873732375, | |
| "loss": 1.7954, | |
| "step": 4030 | |
| }, | |
| { | |
| "epoch": 27.11, | |
| "learning_rate": 0.0001493947032613735, | |
| "loss": 1.7957, | |
| "step": 4040 | |
| }, | |
| { | |
| "epoch": 27.18, | |
| "learning_rate": 0.00014801782877550234, | |
| "loss": 1.7301, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 27.25, | |
| "learning_rate": 0.00014664465524681197, | |
| "loss": 1.7393, | |
| "step": 4060 | |
| }, | |
| { | |
| "epoch": 27.32, | |
| "learning_rate": 0.00014527523250809543, | |
| "loss": 1.7667, | |
| "step": 4070 | |
| }, | |
| { | |
| "epoch": 27.38, | |
| "learning_rate": 0.00014390961025602855, | |
| "loss": 1.8113, | |
| "step": 4080 | |
| }, | |
| { | |
| "epoch": 27.45, | |
| "learning_rate": 0.00014254783804936686, | |
| "loss": 1.7796, | |
| "step": 4090 | |
| }, | |
| { | |
| "epoch": 27.52, | |
| "learning_rate": 0.00014118996530714664, | |
| "loss": 1.7518, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 27.58, | |
| "learning_rate": 0.00013983604130689192, | |
| "loss": 1.7064, | |
| "step": 4110 | |
| }, | |
| { | |
| "epoch": 27.65, | |
| "learning_rate": 0.0001384861151828255, | |
| "loss": 1.754, | |
| "step": 4120 | |
| }, | |
| { | |
| "epoch": 27.72, | |
| "learning_rate": 0.00013714023592408678, | |
| "loss": 1.7321, | |
| "step": 4130 | |
| }, | |
| { | |
| "epoch": 27.79, | |
| "learning_rate": 0.0001357984523729533, | |
| "loss": 1.787, | |
| "step": 4140 | |
| }, | |
| { | |
| "epoch": 27.85, | |
| "learning_rate": 0.00013446081322306813, | |
| "loss": 1.7389, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 27.92, | |
| "learning_rate": 0.00013312736701767347, | |
| "loss": 1.7504, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 27.99, | |
| "learning_rate": 0.00013179816214784826, | |
| "loss": 1.7239, | |
| "step": 4170 | |
| }, | |
| { | |
| "epoch": 28.05, | |
| "learning_rate": 0.00013047324685075263, | |
| "loss": 1.7251, | |
| "step": 4180 | |
| }, | |
| { | |
| "epoch": 28.12, | |
| "learning_rate": 0.00012915266920787672, | |
| "loss": 1.7394, | |
| "step": 4190 | |
| }, | |
| { | |
| "epoch": 28.19, | |
| "learning_rate": 0.00012783647714329649, | |
| "loss": 1.7623, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 28.26, | |
| "learning_rate": 0.00012652471842193415, | |
| "loss": 1.68, | |
| "step": 4210 | |
| }, | |
| { | |
| "epoch": 28.32, | |
| "learning_rate": 0.00012521744064782476, | |
| "loss": 1.7476, | |
| "step": 4220 | |
| }, | |
| { | |
| "epoch": 28.39, | |
| "learning_rate": 0.00012391469126238884, | |
| "loss": 1.7888, | |
| "step": 4230 | |
| }, | |
| { | |
| "epoch": 28.46, | |
| "learning_rate": 0.0001226165175427105, | |
| "loss": 1.8063, | |
| "step": 4240 | |
| }, | |
| { | |
| "epoch": 28.52, | |
| "learning_rate": 0.00012132296659982206, | |
| "loss": 1.7794, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 28.59, | |
| "learning_rate": 0.00012003408537699384, | |
| "loss": 1.7629, | |
| "step": 4260 | |
| }, | |
| { | |
| "epoch": 28.66, | |
| "learning_rate": 0.00011874992064803114, | |
| "loss": 1.7939, | |
| "step": 4270 | |
| }, | |
| { | |
| "epoch": 28.72, | |
| "learning_rate": 0.0001174705190155766, | |
| "loss": 1.7379, | |
| "step": 4280 | |
| }, | |
| { | |
| "epoch": 28.79, | |
| "learning_rate": 0.00011619592690941886, | |
| "loss": 1.7218, | |
| "step": 4290 | |
| }, | |
| { | |
| "epoch": 28.86, | |
| "learning_rate": 0.00011492619058480783, | |
| "loss": 1.7113, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 28.93, | |
| "learning_rate": 0.00011366135612077571, | |
| "loss": 1.7242, | |
| "step": 4310 | |
| }, | |
| { | |
| "epoch": 28.99, | |
| "learning_rate": 0.00011240146941846526, | |
| "loss": 1.7338, | |
| "step": 4320 | |
| }, | |
| { | |
| "epoch": 29.06, | |
| "learning_rate": 0.00011114657619946372, | |
| "loss": 1.67, | |
| "step": 4330 | |
| }, | |
| { | |
| "epoch": 29.13, | |
| "learning_rate": 0.00010989672200414375, | |
| "loss": 1.7605, | |
| "step": 4340 | |
| }, | |
| { | |
| "epoch": 29.19, | |
| "learning_rate": 0.00010865195219001028, | |
| "loss": 1.682, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 29.26, | |
| "learning_rate": 0.00010741231193005521, | |
| "loss": 1.6429, | |
| "step": 4360 | |
| }, | |
| { | |
| "epoch": 29.33, | |
| "learning_rate": 0.00010617784621111767, | |
| "loss": 1.6666, | |
| "step": 4370 | |
| }, | |
| { | |
| "epoch": 29.4, | |
| "learning_rate": 0.0001049485998322512, | |
| "loss": 1.6439, | |
| "step": 4380 | |
| }, | |
| { | |
| "epoch": 29.46, | |
| "learning_rate": 0.00010372461740309849, | |
| "loss": 1.6682, | |
| "step": 4390 | |
| }, | |
| { | |
| "epoch": 29.53, | |
| "learning_rate": 0.00010250594334227223, | |
| "loss": 1.8048, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 29.6, | |
| "learning_rate": 0.00010129262187574318, | |
| "loss": 1.7627, | |
| "step": 4410 | |
| }, | |
| { | |
| "epoch": 29.66, | |
| "learning_rate": 0.00010008469703523492, | |
| "loss": 1.8278, | |
| "step": 4420 | |
| }, | |
| { | |
| "epoch": 29.73, | |
| "learning_rate": 9.888221265662655e-05, | |
| "loss": 1.7661, | |
| "step": 4430 | |
| }, | |
| { | |
| "epoch": 29.8, | |
| "learning_rate": 9.768521237836131e-05, | |
| "loss": 1.7062, | |
| "step": 4440 | |
| }, | |
| { | |
| "epoch": 29.87, | |
| "learning_rate": 9.64937396398633e-05, | |
| "loss": 1.6505, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 29.93, | |
| "learning_rate": 9.530783767996057e-05, | |
| "loss": 1.688, | |
| "step": 4460 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "learning_rate": 9.412754953531663e-05, | |
| "loss": 1.6097, | |
| "step": 4470 | |
| }, | |
| { | |
| "epoch": 30.07, | |
| "learning_rate": 9.295291803886818e-05, | |
| "loss": 1.6393, | |
| "step": 4480 | |
| }, | |
| { | |
| "epoch": 30.13, | |
| "learning_rate": 9.178398581827086e-05, | |
| "loss": 1.6005, | |
| "step": 4490 | |
| }, | |
| { | |
| "epoch": 30.2, | |
| "learning_rate": 9.062079529435204e-05, | |
| "loss": 1.7324, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 30.2, | |
| "eval_accuracy": 0.7243114113807678, | |
| "eval_accuracy_top5": 0.8164724707603455, | |
| "eval_loss": 1.2510910034179688, | |
| "eval_runtime": 99.3635, | |
| "eval_samples_per_second": 38.072, | |
| "eval_steps_per_second": 4.76, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 30.27, | |
| "learning_rate": 8.946338867957182e-05, | |
| "loss": 1.6926, | |
| "step": 4510 | |
| }, | |
| { | |
| "epoch": 30.34, | |
| "learning_rate": 8.831180797649071e-05, | |
| "loss": 1.6246, | |
| "step": 4520 | |
| }, | |
| { | |
| "epoch": 30.4, | |
| "learning_rate": 8.716609497624564e-05, | |
| "loss": 1.7316, | |
| "step": 4530 | |
| }, | |
| { | |
| "epoch": 30.47, | |
| "learning_rate": 8.602629125703296e-05, | |
| "loss": 1.6764, | |
| "step": 4540 | |
| }, | |
| { | |
| "epoch": 30.54, | |
| "learning_rate": 8.489243818260004e-05, | |
| "loss": 1.664, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 30.6, | |
| "learning_rate": 8.376457690074384e-05, | |
| "loss": 1.6697, | |
| "step": 4560 | |
| }, | |
| { | |
| "epoch": 30.67, | |
| "learning_rate": 8.264274834181793e-05, | |
| "loss": 1.6584, | |
| "step": 4570 | |
| }, | |
| { | |
| "epoch": 30.74, | |
| "learning_rate": 8.152699321724652e-05, | |
| "loss": 1.6844, | |
| "step": 4580 | |
| }, | |
| { | |
| "epoch": 30.81, | |
| "learning_rate": 8.041735201804783e-05, | |
| "loss": 1.7346, | |
| "step": 4590 | |
| }, | |
| { | |
| "epoch": 30.87, | |
| "learning_rate": 7.931386501336418e-05, | |
| "loss": 1.7664, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 30.94, | |
| "learning_rate": 7.821657224900064e-05, | |
| "loss": 1.7337, | |
| "step": 4610 | |
| }, | |
| { | |
| "epoch": 31.01, | |
| "learning_rate": 7.712551354597187e-05, | |
| "loss": 1.5892, | |
| "step": 4620 | |
| }, | |
| { | |
| "epoch": 31.07, | |
| "learning_rate": 7.604072849905708e-05, | |
| "loss": 1.6845, | |
| "step": 4630 | |
| }, | |
| { | |
| "epoch": 31.14, | |
| "learning_rate": 7.49622564753627e-05, | |
| "loss": 1.6969, | |
| "step": 4640 | |
| }, | |
| { | |
| "epoch": 31.21, | |
| "learning_rate": 7.38901366128944e-05, | |
| "loss": 1.6825, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 31.28, | |
| "learning_rate": 7.282440781913619e-05, | |
| "loss": 1.6149, | |
| "step": 4660 | |
| }, | |
| { | |
| "epoch": 31.34, | |
| "learning_rate": 7.176510876963876e-05, | |
| "loss": 1.6943, | |
| "step": 4670 | |
| }, | |
| { | |
| "epoch": 31.41, | |
| "learning_rate": 7.071227790661597e-05, | |
| "loss": 1.7003, | |
| "step": 4680 | |
| }, | |
| { | |
| "epoch": 31.48, | |
| "learning_rate": 6.966595343754936e-05, | |
| "loss": 1.754, | |
| "step": 4690 | |
| }, | |
| { | |
| "epoch": 31.54, | |
| "learning_rate": 6.862617333380214e-05, | |
| "loss": 1.7057, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 31.61, | |
| "learning_rate": 6.759297532924086e-05, | |
| "loss": 1.6623, | |
| "step": 4710 | |
| }, | |
| { | |
| "epoch": 31.68, | |
| "learning_rate": 6.656639691886629e-05, | |
| "loss": 1.5663, | |
| "step": 4720 | |
| }, | |
| { | |
| "epoch": 31.74, | |
| "learning_rate": 6.55464753574522e-05, | |
| "loss": 1.62, | |
| "step": 4730 | |
| }, | |
| { | |
| "epoch": 31.81, | |
| "learning_rate": 6.453324765819404e-05, | |
| "loss": 1.6554, | |
| "step": 4740 | |
| }, | |
| { | |
| "epoch": 31.88, | |
| "learning_rate": 6.352675059136531e-05, | |
| "loss": 1.5982, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 31.95, | |
| "learning_rate": 6.252702068298338e-05, | |
| "loss": 1.681, | |
| "step": 4760 | |
| }, | |
| { | |
| "epoch": 32.01, | |
| "learning_rate": 6.153409421348358e-05, | |
| "loss": 1.6682, | |
| "step": 4770 | |
| }, | |
| { | |
| "epoch": 32.08, | |
| "learning_rate": 6.054800721640305e-05, | |
| "loss": 1.6059, | |
| "step": 4780 | |
| }, | |
| { | |
| "epoch": 32.15, | |
| "learning_rate": 5.956879547707275e-05, | |
| "loss": 1.661, | |
| "step": 4790 | |
| }, | |
| { | |
| "epoch": 32.21, | |
| "learning_rate": 5.8596494531319045e-05, | |
| "loss": 1.6645, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 32.28, | |
| "learning_rate": 5.763113966417369e-05, | |
| "loss": 1.6481, | |
| "step": 4810 | |
| }, | |
| { | |
| "epoch": 32.35, | |
| "learning_rate": 5.667276590859385e-05, | |
| "loss": 1.6029, | |
| "step": 4820 | |
| }, | |
| { | |
| "epoch": 32.42, | |
| "learning_rate": 5.572140804419049e-05, | |
| "loss": 1.6251, | |
| "step": 4830 | |
| }, | |
| { | |
| "epoch": 32.48, | |
| "learning_rate": 5.477710059596599e-05, | |
| "loss": 1.676, | |
| "step": 4840 | |
| }, | |
| { | |
| "epoch": 32.55, | |
| "learning_rate": 5.3839877833061684e-05, | |
| "loss": 1.6486, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 32.62, | |
| "learning_rate": 5.2909773767513934e-05, | |
| "loss": 1.6394, | |
| "step": 4860 | |
| }, | |
| { | |
| "epoch": 32.68, | |
| "learning_rate": 5.198682215301989e-05, | |
| "loss": 1.5951, | |
| "step": 4870 | |
| }, | |
| { | |
| "epoch": 32.75, | |
| "learning_rate": 5.1071056483712435e-05, | |
| "loss": 1.6508, | |
| "step": 4880 | |
| }, | |
| { | |
| "epoch": 32.82, | |
| "learning_rate": 5.016250999294497e-05, | |
| "loss": 1.615, | |
| "step": 4890 | |
| }, | |
| { | |
| "epoch": 32.89, | |
| "learning_rate": 4.9261215652085105e-05, | |
| "loss": 1.6343, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 32.95, | |
| "learning_rate": 4.8367206169318305e-05, | |
| "loss": 1.608, | |
| "step": 4910 | |
| }, | |
| { | |
| "epoch": 33.02, | |
| "learning_rate": 4.7480513988460625e-05, | |
| "loss": 1.5985, | |
| "step": 4920 | |
| }, | |
| { | |
| "epoch": 33.09, | |
| "learning_rate": 4.660117128778163e-05, | |
| "loss": 1.6053, | |
| "step": 4930 | |
| }, | |
| { | |
| "epoch": 33.15, | |
| "learning_rate": 4.572920997883648e-05, | |
| "loss": 1.6875, | |
| "step": 4940 | |
| }, | |
| { | |
| "epoch": 33.22, | |
| "learning_rate": 4.486466170530798e-05, | |
| "loss": 1.6692, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 33.29, | |
| "learning_rate": 4.4007557841857865e-05, | |
| "loss": 1.7254, | |
| "step": 4960 | |
| }, | |
| { | |
| "epoch": 33.36, | |
| "learning_rate": 4.315792949298869e-05, | |
| "loss": 1.6377, | |
| "step": 4970 | |
| }, | |
| { | |
| "epoch": 33.42, | |
| "learning_rate": 4.231580749191474e-05, | |
| "loss": 1.6221, | |
| "step": 4980 | |
| }, | |
| { | |
| "epoch": 33.49, | |
| "learning_rate": 4.148122239944316e-05, | |
| "loss": 1.7078, | |
| "step": 4990 | |
| }, | |
| { | |
| "epoch": 33.56, | |
| "learning_rate": 4.0654204502864886e-05, | |
| "loss": 1.5947, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 33.56, | |
| "eval_accuracy": 0.7288135886192322, | |
| "eval_accuracy_top5": 0.8172669410705566, | |
| "eval_loss": 1.2728419303894043, | |
| "eval_runtime": 100.0466, | |
| "eval_samples_per_second": 37.812, | |
| "eval_steps_per_second": 4.728, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 33.62, | |
| "learning_rate": 3.983478381485558e-05, | |
| "loss": 1.6253, | |
| "step": 5010 | |
| }, | |
| { | |
| "epoch": 33.69, | |
| "learning_rate": 3.902299007238627e-05, | |
| "loss": 1.6119, | |
| "step": 5020 | |
| }, | |
| { | |
| "epoch": 33.76, | |
| "learning_rate": 3.8218852735644404e-05, | |
| "loss": 1.5703, | |
| "step": 5030 | |
| }, | |
| { | |
| "epoch": 33.83, | |
| "learning_rate": 3.7422400986964724e-05, | |
| "loss": 1.6635, | |
| "step": 5040 | |
| }, | |
| { | |
| "epoch": 33.89, | |
| "learning_rate": 3.6633663729770004e-05, | |
| "loss": 1.6116, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 33.96, | |
| "learning_rate": 3.585266958752248e-05, | |
| "loss": 1.5966, | |
| "step": 5060 | |
| }, | |
| { | |
| "epoch": 34.03, | |
| "learning_rate": 3.507944690268469e-05, | |
| "loss": 1.656, | |
| "step": 5070 | |
| }, | |
| { | |
| "epoch": 34.09, | |
| "learning_rate": 3.4314023735691286e-05, | |
| "loss": 1.6135, | |
| "step": 5080 | |
| }, | |
| { | |
| "epoch": 34.16, | |
| "learning_rate": 3.355642786393051e-05, | |
| "loss": 1.6592, | |
| "step": 5090 | |
| }, | |
| { | |
| "epoch": 34.23, | |
| "learning_rate": 3.2806686780736336e-05, | |
| "loss": 1.5753, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 34.3, | |
| "learning_rate": 3.2064827694390345e-05, | |
| "loss": 1.6342, | |
| "step": 5110 | |
| }, | |
| { | |
| "epoch": 34.36, | |
| "learning_rate": 3.1330877527134785e-05, | |
| "loss": 1.6055, | |
| "step": 5120 | |
| }, | |
| { | |
| "epoch": 34.43, | |
| "learning_rate": 3.060486291419531e-05, | |
| "loss": 1.6282, | |
| "step": 5130 | |
| }, | |
| { | |
| "epoch": 34.5, | |
| "learning_rate": 2.9886810202814447e-05, | |
| "loss": 1.6759, | |
| "step": 5140 | |
| }, | |
| { | |
| "epoch": 34.56, | |
| "learning_rate": 2.917674545129531e-05, | |
| "loss": 1.6517, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 34.63, | |
| "learning_rate": 2.847469442805614e-05, | |
| "loss": 1.5875, | |
| "step": 5160 | |
| }, | |
| { | |
| "epoch": 34.7, | |
| "learning_rate": 2.7780682610695136e-05, | |
| "loss": 1.6003, | |
| "step": 5170 | |
| }, | |
| { | |
| "epoch": 34.77, | |
| "learning_rate": 2.7094735185065778e-05, | |
| "loss": 1.5555, | |
| "step": 5180 | |
| }, | |
| { | |
| "epoch": 34.83, | |
| "learning_rate": 2.6416877044362685e-05, | |
| "loss": 1.6044, | |
| "step": 5190 | |
| }, | |
| { | |
| "epoch": 34.9, | |
| "learning_rate": 2.5747132788218663e-05, | |
| "loss": 1.6296, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 34.97, | |
| "learning_rate": 2.508552672181158e-05, | |
| "loss": 1.6314, | |
| "step": 5210 | |
| }, | |
| { | |
| "epoch": 35.03, | |
| "learning_rate": 2.4432082854982524e-05, | |
| "loss": 1.6526, | |
| "step": 5220 | |
| }, | |
| { | |
| "epoch": 35.1, | |
| "learning_rate": 2.3786824901364357e-05, | |
| "loss": 1.6304, | |
| "step": 5230 | |
| }, | |
| { | |
| "epoch": 35.17, | |
| "learning_rate": 2.3149776277521266e-05, | |
| "loss": 1.5172, | |
| "step": 5240 | |
| }, | |
| { | |
| "epoch": 35.23, | |
| "learning_rate": 2.2520960102098892e-05, | |
| "loss": 1.606, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 35.3, | |
| "learning_rate": 2.190039919498543e-05, | |
| "loss": 1.5952, | |
| "step": 5260 | |
| }, | |
| { | |
| "epoch": 35.37, | |
| "learning_rate": 2.1288116076483288e-05, | |
| "loss": 1.5936, | |
| "step": 5270 | |
| }, | |
| { | |
| "epoch": 35.44, | |
| "learning_rate": 2.0684132966492103e-05, | |
| "loss": 1.6147, | |
| "step": 5280 | |
| }, | |
| { | |
| "epoch": 35.5, | |
| "learning_rate": 2.008847178370221e-05, | |
| "loss": 1.6177, | |
| "step": 5290 | |
| }, | |
| { | |
| "epoch": 35.57, | |
| "learning_rate": 1.9501154144799137e-05, | |
| "loss": 1.6251, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 35.64, | |
| "learning_rate": 1.8922201363679338e-05, | |
| "loss": 1.6342, | |
| "step": 5310 | |
| }, | |
| { | |
| "epoch": 35.7, | |
| "learning_rate": 1.8351634450676502e-05, | |
| "loss": 1.6048, | |
| "step": 5320 | |
| }, | |
| { | |
| "epoch": 35.77, | |
| "learning_rate": 1.7789474111799318e-05, | |
| "loss": 1.5749, | |
| "step": 5330 | |
| }, | |
| { | |
| "epoch": 35.84, | |
| "learning_rate": 1.7235740747979733e-05, | |
| "loss": 1.6196, | |
| "step": 5340 | |
| }, | |
| { | |
| "epoch": 35.91, | |
| "learning_rate": 1.6690454454332843e-05, | |
| "loss": 1.5682, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 35.97, | |
| "learning_rate": 1.6153635019427598e-05, | |
| "loss": 1.6569, | |
| "step": 5360 | |
| }, | |
| { | |
| "epoch": 36.04, | |
| "learning_rate": 1.5625301924568626e-05, | |
| "loss": 1.6054, | |
| "step": 5370 | |
| }, | |
| { | |
| "epoch": 36.11, | |
| "learning_rate": 1.5105474343089205e-05, | |
| "loss": 1.6504, | |
| "step": 5380 | |
| }, | |
| { | |
| "epoch": 36.17, | |
| "learning_rate": 1.459417113965561e-05, | |
| "loss": 1.606, | |
| "step": 5390 | |
| }, | |
| { | |
| "epoch": 36.24, | |
| "learning_rate": 1.4091410869582266e-05, | |
| "loss": 1.627, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 36.31, | |
| "learning_rate": 1.3597211778158675e-05, | |
| "loss": 1.5914, | |
| "step": 5410 | |
| }, | |
| { | |
| "epoch": 36.38, | |
| "learning_rate": 1.3111591799987083e-05, | |
| "loss": 1.6279, | |
| "step": 5420 | |
| }, | |
| { | |
| "epoch": 36.44, | |
| "learning_rate": 1.2634568558331644e-05, | |
| "loss": 1.6583, | |
| "step": 5430 | |
| }, | |
| { | |
| "epoch": 36.51, | |
| "learning_rate": 1.216615936447893e-05, | |
| "loss": 1.567, | |
| "step": 5440 | |
| }, | |
| { | |
| "epoch": 36.58, | |
| "learning_rate": 1.1706381217109735e-05, | |
| "loss": 1.6408, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 36.64, | |
| "learning_rate": 1.1255250801681994e-05, | |
| "loss": 1.5914, | |
| "step": 5460 | |
| }, | |
| { | |
| "epoch": 36.71, | |
| "learning_rate": 1.0812784489825506e-05, | |
| "loss": 1.5906, | |
| "step": 5470 | |
| }, | |
| { | |
| "epoch": 36.78, | |
| "learning_rate": 1.0378998338747669e-05, | |
| "loss": 1.541, | |
| "step": 5480 | |
| }, | |
| { | |
| "epoch": 36.85, | |
| "learning_rate": 9.953908090650804e-06, | |
| "loss": 1.6335, | |
| "step": 5490 | |
| }, | |
| { | |
| "epoch": 36.91, | |
| "learning_rate": 9.53752917216083e-06, | |
| "loss": 1.6565, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 36.91, | |
| "eval_accuracy": 0.7513241767883301, | |
| "eval_accuracy_top5": 0.8336864113807678, | |
| "eval_loss": 1.1887362003326416, | |
| "eval_runtime": 101.4114, | |
| "eval_samples_per_second": 37.304, | |
| "eval_steps_per_second": 4.664, | |
| "step": 5500 | |
| } | |
| ], | |
| "max_steps": 5960, | |
| "num_train_epochs": 40, | |
| "total_flos": 4.3900198664955494e+20, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |