|
{ |
|
"best_metric": 1.0, |
|
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-1275", |
|
"epoch": 49.02, |
|
"global_step": 3750, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.0, |
|
"learning_rate": 1.3333333333333334e-06, |
|
"loss": 2.3098, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 2.666666666666667e-06, |
|
"loss": 2.404, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 2.3519, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 5.333333333333334e-06, |
|
"loss": 2.3632, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 6.666666666666667e-06, |
|
"loss": 2.2731, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.02, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 2.3121, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.02, |
|
"learning_rate": 9.333333333333334e-06, |
|
"loss": 2.3832, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.02, |
|
"eval_accuracy": 0.3783783783783784, |
|
"eval_loss": 2.170041561126709, |
|
"eval_runtime": 2.1587, |
|
"eval_samples_per_second": 17.14, |
|
"eval_steps_per_second": 4.632, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.0666666666666667e-05, |
|
"loss": 2.2792, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.2e-05, |
|
"loss": 2.2242, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 1.3333333333333333e-05, |
|
"loss": 2.1522, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 1.4666666666666668e-05, |
|
"loss": 2.1471, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 2.1708, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 1.7333333333333336e-05, |
|
"loss": 2.064, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 1.866666666666667e-05, |
|
"loss": 2.0836, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 2e-05, |
|
"loss": 1.8551, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"eval_accuracy": 0.3783783783783784, |
|
"eval_loss": 1.8235533237457275, |
|
"eval_runtime": 2.2292, |
|
"eval_samples_per_second": 16.598, |
|
"eval_steps_per_second": 4.486, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 2.1333333333333335e-05, |
|
"loss": 1.5745, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 2.2666666666666668e-05, |
|
"loss": 1.4592, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 2.4e-05, |
|
"loss": 1.4084, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 2.5333333333333337e-05, |
|
"loss": 1.1281, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 2.6666666666666667e-05, |
|
"loss": 1.0162, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 2.8000000000000003e-05, |
|
"loss": 0.8929, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 2.9333333333333336e-05, |
|
"loss": 1.0117, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"eval_accuracy": 0.5135135135135135, |
|
"eval_loss": 1.1747188568115234, |
|
"eval_runtime": 2.3005, |
|
"eval_samples_per_second": 16.083, |
|
"eval_steps_per_second": 4.347, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 3.066666666666667e-05, |
|
"loss": 0.9181, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 3.2000000000000005e-05, |
|
"loss": 0.7052, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 0.5638, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 3.466666666666667e-05, |
|
"loss": 0.5728, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 3.6e-05, |
|
"loss": 0.731, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 3.733333333333334e-05, |
|
"loss": 0.3545, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 3.866666666666667e-05, |
|
"loss": 0.5066, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 4e-05, |
|
"loss": 0.6169, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"eval_accuracy": 0.8108108108108109, |
|
"eval_loss": 0.44089388847351074, |
|
"eval_runtime": 2.3874, |
|
"eval_samples_per_second": 15.498, |
|
"eval_steps_per_second": 4.189, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 4.133333333333333e-05, |
|
"loss": 0.4126, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 4.01, |
|
"learning_rate": 4.266666666666667e-05, |
|
"loss": 0.4563, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 4.01, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.2671, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 4.01, |
|
"learning_rate": 4.5333333333333335e-05, |
|
"loss": 0.5918, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 4.01, |
|
"learning_rate": 4.666666666666667e-05, |
|
"loss": 0.5229, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 4.02, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.9112, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 4.02, |
|
"learning_rate": 4.933333333333334e-05, |
|
"loss": 0.3897, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 4.02, |
|
"eval_accuracy": 0.8108108108108109, |
|
"eval_loss": 0.6102820038795471, |
|
"eval_runtime": 2.4331, |
|
"eval_samples_per_second": 15.207, |
|
"eval_steps_per_second": 4.11, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 4.9925925925925926e-05, |
|
"loss": 0.2776, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 4.977777777777778e-05, |
|
"loss": 0.494, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 5.01, |
|
"learning_rate": 4.962962962962963e-05, |
|
"loss": 0.5899, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 5.01, |
|
"learning_rate": 4.9481481481481485e-05, |
|
"loss": 0.5555, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 5.01, |
|
"learning_rate": 4.933333333333334e-05, |
|
"loss": 0.4075, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 5.01, |
|
"learning_rate": 4.918518518518519e-05, |
|
"loss": 0.4451, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 5.02, |
|
"learning_rate": 4.903703703703704e-05, |
|
"loss": 0.7433, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 5.02, |
|
"learning_rate": 4.888888888888889e-05, |
|
"loss": 0.3564, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 5.02, |
|
"eval_accuracy": 0.7837837837837838, |
|
"eval_loss": 0.9210058450698853, |
|
"eval_runtime": 2.3655, |
|
"eval_samples_per_second": 15.642, |
|
"eval_steps_per_second": 4.227, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 4.874074074074074e-05, |
|
"loss": 0.3144, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 6.01, |
|
"learning_rate": 4.8592592592592596e-05, |
|
"loss": 0.1399, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 6.01, |
|
"learning_rate": 4.844444444444445e-05, |
|
"loss": 0.1546, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 6.01, |
|
"learning_rate": 4.82962962962963e-05, |
|
"loss": 0.3734, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 6.01, |
|
"learning_rate": 4.814814814814815e-05, |
|
"loss": 0.255, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 6.02, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.3182, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 6.02, |
|
"learning_rate": 4.7851851851851854e-05, |
|
"loss": 0.4998, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 6.02, |
|
"eval_accuracy": 0.8378378378378378, |
|
"eval_loss": 0.6993206143379211, |
|
"eval_runtime": 2.2397, |
|
"eval_samples_per_second": 16.52, |
|
"eval_steps_per_second": 4.465, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 4.770370370370371e-05, |
|
"loss": 0.8842, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 4.755555555555556e-05, |
|
"loss": 0.5218, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 7.01, |
|
"learning_rate": 4.740740740740741e-05, |
|
"loss": 0.1773, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 7.01, |
|
"learning_rate": 4.7259259259259266e-05, |
|
"loss": 0.1435, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 7.01, |
|
"learning_rate": 4.711111111111111e-05, |
|
"loss": 0.1301, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 7.01, |
|
"learning_rate": 4.6962962962962966e-05, |
|
"loss": 0.1264, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 7.02, |
|
"learning_rate": 4.681481481481482e-05, |
|
"loss": 0.0623, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 7.02, |
|
"learning_rate": 4.666666666666667e-05, |
|
"loss": 0.0605, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 7.02, |
|
"eval_accuracy": 0.918918918918919, |
|
"eval_loss": 0.16171327233314514, |
|
"eval_runtime": 2.3543, |
|
"eval_samples_per_second": 15.716, |
|
"eval_steps_per_second": 4.248, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"learning_rate": 4.6518518518518525e-05, |
|
"loss": 0.0462, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 8.01, |
|
"learning_rate": 4.637037037037038e-05, |
|
"loss": 0.3026, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 8.01, |
|
"learning_rate": 4.6222222222222224e-05, |
|
"loss": 0.0066, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 8.01, |
|
"learning_rate": 4.607407407407408e-05, |
|
"loss": 0.0487, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 8.01, |
|
"learning_rate": 4.592592592592593e-05, |
|
"loss": 0.0711, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 8.02, |
|
"learning_rate": 4.577777777777778e-05, |
|
"loss": 0.1624, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 8.02, |
|
"learning_rate": 4.5629629629629636e-05, |
|
"loss": 0.0814, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 8.02, |
|
"eval_accuracy": 0.8378378378378378, |
|
"eval_loss": 0.6547620892524719, |
|
"eval_runtime": 2.2934, |
|
"eval_samples_per_second": 16.133, |
|
"eval_steps_per_second": 4.36, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"learning_rate": 4.548148148148149e-05, |
|
"loss": 0.014, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"learning_rate": 4.5333333333333335e-05, |
|
"loss": 0.112, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 9.01, |
|
"learning_rate": 4.518518518518519e-05, |
|
"loss": 0.06, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 9.01, |
|
"learning_rate": 4.503703703703704e-05, |
|
"loss": 0.1564, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 9.01, |
|
"learning_rate": 4.4888888888888894e-05, |
|
"loss": 0.142, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 9.01, |
|
"learning_rate": 4.474074074074075e-05, |
|
"loss": 0.0574, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 9.02, |
|
"learning_rate": 4.4592592592592594e-05, |
|
"loss": 0.2043, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 9.02, |
|
"learning_rate": 4.4444444444444447e-05, |
|
"loss": 0.0312, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 9.02, |
|
"eval_accuracy": 0.8648648648648649, |
|
"eval_loss": 0.5517419576644897, |
|
"eval_runtime": 2.2202, |
|
"eval_samples_per_second": 16.665, |
|
"eval_steps_per_second": 4.504, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"learning_rate": 4.42962962962963e-05, |
|
"loss": 0.0041, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 10.01, |
|
"learning_rate": 4.414814814814815e-05, |
|
"loss": 0.1084, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 10.01, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.2527, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 10.01, |
|
"learning_rate": 4.385185185185185e-05, |
|
"loss": 0.0034, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 10.01, |
|
"learning_rate": 4.3703703703703705e-05, |
|
"loss": 0.0029, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 10.02, |
|
"learning_rate": 4.355555555555556e-05, |
|
"loss": 0.0052, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 10.02, |
|
"learning_rate": 4.340740740740741e-05, |
|
"loss": 0.023, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 10.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.3978298008441925, |
|
"eval_runtime": 2.2307, |
|
"eval_samples_per_second": 16.587, |
|
"eval_steps_per_second": 4.483, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"learning_rate": 4.325925925925926e-05, |
|
"loss": 0.0064, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"learning_rate": 4.311111111111111e-05, |
|
"loss": 0.0926, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 11.01, |
|
"learning_rate": 4.296296296296296e-05, |
|
"loss": 0.0824, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 11.01, |
|
"learning_rate": 4.2814814814814816e-05, |
|
"loss": 0.0054, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 11.01, |
|
"learning_rate": 4.266666666666667e-05, |
|
"loss": 0.0038, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 11.01, |
|
"learning_rate": 4.2518518518518515e-05, |
|
"loss": 0.0046, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 11.02, |
|
"learning_rate": 4.237037037037037e-05, |
|
"loss": 0.0029, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 11.02, |
|
"learning_rate": 4.222222222222222e-05, |
|
"loss": 0.0021, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 11.02, |
|
"eval_accuracy": 0.918918918918919, |
|
"eval_loss": 0.3967694342136383, |
|
"eval_runtime": 2.1802, |
|
"eval_samples_per_second": 16.971, |
|
"eval_steps_per_second": 4.587, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"learning_rate": 4.2074074074074075e-05, |
|
"loss": 0.0097, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 12.01, |
|
"learning_rate": 4.192592592592593e-05, |
|
"loss": 0.0019, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 12.01, |
|
"learning_rate": 4.177777777777778e-05, |
|
"loss": 0.0137, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 12.01, |
|
"learning_rate": 4.162962962962963e-05, |
|
"loss": 0.0022, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 12.01, |
|
"learning_rate": 4.148148148148148e-05, |
|
"loss": 0.0614, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 12.02, |
|
"learning_rate": 4.133333333333333e-05, |
|
"loss": 0.0019, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 12.02, |
|
"learning_rate": 4.1185185185185186e-05, |
|
"loss": 0.1367, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 12.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.04322541132569313, |
|
"eval_runtime": 2.1825, |
|
"eval_samples_per_second": 16.953, |
|
"eval_steps_per_second": 4.582, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"learning_rate": 4.103703703703704e-05, |
|
"loss": 0.0021, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"learning_rate": 4.088888888888889e-05, |
|
"loss": 0.0023, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 13.01, |
|
"learning_rate": 4.074074074074074e-05, |
|
"loss": 0.0019, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 13.01, |
|
"learning_rate": 4.059259259259259e-05, |
|
"loss": 0.0029, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 13.01, |
|
"learning_rate": 4.0444444444444444e-05, |
|
"loss": 0.002, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 13.01, |
|
"learning_rate": 4.02962962962963e-05, |
|
"loss": 0.0015, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 13.02, |
|
"learning_rate": 4.014814814814815e-05, |
|
"loss": 0.0015, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 13.02, |
|
"learning_rate": 4e-05, |
|
"loss": 0.0021, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 13.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.18388445675373077, |
|
"eval_runtime": 2.1858, |
|
"eval_samples_per_second": 16.927, |
|
"eval_steps_per_second": 4.575, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"learning_rate": 3.985185185185185e-05, |
|
"loss": 0.0015, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 14.01, |
|
"learning_rate": 3.97037037037037e-05, |
|
"loss": 0.1972, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 14.01, |
|
"learning_rate": 3.9555555555555556e-05, |
|
"loss": 0.0014, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 14.01, |
|
"learning_rate": 3.940740740740741e-05, |
|
"loss": 0.0015, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 14.01, |
|
"learning_rate": 3.925925925925926e-05, |
|
"loss": 0.0015, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 14.02, |
|
"learning_rate": 3.9111111111111115e-05, |
|
"loss": 0.0013, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 14.02, |
|
"learning_rate": 3.896296296296296e-05, |
|
"loss": 0.2373, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 14.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.07551968842744827, |
|
"eval_runtime": 2.247, |
|
"eval_samples_per_second": 16.466, |
|
"eval_steps_per_second": 4.45, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"learning_rate": 3.8814814814814814e-05, |
|
"loss": 0.0013, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"learning_rate": 3.866666666666667e-05, |
|
"loss": 0.039, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 15.01, |
|
"learning_rate": 3.851851851851852e-05, |
|
"loss": 0.1708, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 15.01, |
|
"learning_rate": 3.837037037037037e-05, |
|
"loss": 0.076, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 15.01, |
|
"learning_rate": 3.8222222222222226e-05, |
|
"loss": 0.0012, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 15.01, |
|
"learning_rate": 3.807407407407408e-05, |
|
"loss": 0.002, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 15.02, |
|
"learning_rate": 3.7925925925925925e-05, |
|
"loss": 0.0012, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 15.02, |
|
"learning_rate": 3.777777777777778e-05, |
|
"loss": 0.0015, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 15.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.14861811697483063, |
|
"eval_runtime": 2.2534, |
|
"eval_samples_per_second": 16.42, |
|
"eval_steps_per_second": 4.438, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"learning_rate": 3.762962962962963e-05, |
|
"loss": 0.0659, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 16.01, |
|
"learning_rate": 3.7481481481481484e-05, |
|
"loss": 0.0036, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 16.01, |
|
"learning_rate": 3.733333333333334e-05, |
|
"loss": 0.1704, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 16.01, |
|
"learning_rate": 3.718518518518519e-05, |
|
"loss": 0.0014, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 16.01, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 0.0014, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 16.02, |
|
"learning_rate": 3.688888888888889e-05, |
|
"loss": 0.0012, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 16.02, |
|
"learning_rate": 3.674074074074074e-05, |
|
"loss": 0.0013, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 16.02, |
|
"eval_accuracy": 1.0, |
|
"eval_loss": 0.017381420359015465, |
|
"eval_runtime": 2.2311, |
|
"eval_samples_per_second": 16.584, |
|
"eval_steps_per_second": 4.482, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"learning_rate": 3.6592592592592596e-05, |
|
"loss": 0.0061, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"learning_rate": 3.644444444444445e-05, |
|
"loss": 0.0012, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 17.01, |
|
"learning_rate": 3.62962962962963e-05, |
|
"loss": 0.0011, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 17.01, |
|
"learning_rate": 3.614814814814815e-05, |
|
"loss": 0.0011, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 17.01, |
|
"learning_rate": 3.6e-05, |
|
"loss": 0.0011, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 17.01, |
|
"learning_rate": 3.5851851851851854e-05, |
|
"loss": 0.0018, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 17.02, |
|
"learning_rate": 3.570370370370371e-05, |
|
"loss": 0.0028, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 17.02, |
|
"learning_rate": 3.555555555555556e-05, |
|
"loss": 0.1707, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 17.02, |
|
"eval_accuracy": 0.8918918918918919, |
|
"eval_loss": 0.5295668840408325, |
|
"eval_runtime": 2.2321, |
|
"eval_samples_per_second": 16.576, |
|
"eval_steps_per_second": 4.48, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"learning_rate": 3.540740740740741e-05, |
|
"loss": 0.0011, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 18.01, |
|
"learning_rate": 3.525925925925926e-05, |
|
"loss": 0.4316, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 18.01, |
|
"learning_rate": 3.511111111111111e-05, |
|
"loss": 0.197, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 18.01, |
|
"learning_rate": 3.4962962962962965e-05, |
|
"loss": 0.0015, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 18.01, |
|
"learning_rate": 3.481481481481482e-05, |
|
"loss": 0.0013, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 18.02, |
|
"learning_rate": 3.466666666666667e-05, |
|
"loss": 0.0025, |
|
"step": 1410 |
|
}, |
|
{ |
|
"epoch": 18.02, |
|
"learning_rate": 3.4518518518518524e-05, |
|
"loss": 0.0014, |
|
"step": 1420 |
|
}, |
|
{ |
|
"epoch": 18.02, |
|
"eval_accuracy": 1.0, |
|
"eval_loss": 0.02301825024187565, |
|
"eval_runtime": 2.2472, |
|
"eval_samples_per_second": 16.465, |
|
"eval_steps_per_second": 4.45, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"learning_rate": 3.437037037037037e-05, |
|
"loss": 0.1095, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"learning_rate": 3.4222222222222224e-05, |
|
"loss": 0.0083, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 19.01, |
|
"learning_rate": 3.4074074074074077e-05, |
|
"loss": 0.0023, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 19.01, |
|
"learning_rate": 3.392592592592593e-05, |
|
"loss": 0.048, |
|
"step": 1460 |
|
}, |
|
{ |
|
"epoch": 19.01, |
|
"learning_rate": 3.377777777777778e-05, |
|
"loss": 0.1036, |
|
"step": 1470 |
|
}, |
|
{ |
|
"epoch": 19.01, |
|
"learning_rate": 3.3629629629629636e-05, |
|
"loss": 0.0012, |
|
"step": 1480 |
|
}, |
|
{ |
|
"epoch": 19.02, |
|
"learning_rate": 3.348148148148148e-05, |
|
"loss": 0.0936, |
|
"step": 1490 |
|
}, |
|
{ |
|
"epoch": 19.02, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 0.0011, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 19.02, |
|
"eval_accuracy": 0.8918918918918919, |
|
"eval_loss": 0.5438269972801208, |
|
"eval_runtime": 2.2529, |
|
"eval_samples_per_second": 16.423, |
|
"eval_steps_per_second": 4.439, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"learning_rate": 3.318518518518519e-05, |
|
"loss": 0.0011, |
|
"step": 1510 |
|
}, |
|
{ |
|
"epoch": 20.01, |
|
"learning_rate": 3.303703703703704e-05, |
|
"loss": 0.03, |
|
"step": 1520 |
|
}, |
|
{ |
|
"epoch": 20.01, |
|
"learning_rate": 3.2888888888888894e-05, |
|
"loss": 0.0014, |
|
"step": 1530 |
|
}, |
|
{ |
|
"epoch": 20.01, |
|
"learning_rate": 3.274074074074075e-05, |
|
"loss": 0.0013, |
|
"step": 1540 |
|
}, |
|
{ |
|
"epoch": 20.01, |
|
"learning_rate": 3.25925925925926e-05, |
|
"loss": 0.0015, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 20.02, |
|
"learning_rate": 3.2444444444444446e-05, |
|
"loss": 0.0017, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 20.02, |
|
"learning_rate": 3.22962962962963e-05, |
|
"loss": 0.0011, |
|
"step": 1570 |
|
}, |
|
{ |
|
"epoch": 20.02, |
|
"eval_accuracy": 0.8378378378378378, |
|
"eval_loss": 0.6956642866134644, |
|
"eval_runtime": 2.332, |
|
"eval_samples_per_second": 15.866, |
|
"eval_steps_per_second": 4.288, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"learning_rate": 3.214814814814815e-05, |
|
"loss": 0.1479, |
|
"step": 1580 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"learning_rate": 3.2000000000000005e-05, |
|
"loss": 0.001, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 21.01, |
|
"learning_rate": 3.185185185185185e-05, |
|
"loss": 0.0009, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 21.01, |
|
"learning_rate": 3.1703703703703705e-05, |
|
"loss": 0.001, |
|
"step": 1610 |
|
}, |
|
{ |
|
"epoch": 21.01, |
|
"learning_rate": 3.155555555555556e-05, |
|
"loss": 0.1083, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 21.01, |
|
"learning_rate": 3.140740740740741e-05, |
|
"loss": 0.0008, |
|
"step": 1630 |
|
}, |
|
{ |
|
"epoch": 21.02, |
|
"learning_rate": 3.1259259259259264e-05, |
|
"loss": 0.001, |
|
"step": 1640 |
|
}, |
|
{ |
|
"epoch": 21.02, |
|
"learning_rate": 3.111111111111111e-05, |
|
"loss": 0.0008, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 21.02, |
|
"eval_accuracy": 0.918918918918919, |
|
"eval_loss": 0.27051687240600586, |
|
"eval_runtime": 2.2804, |
|
"eval_samples_per_second": 16.225, |
|
"eval_steps_per_second": 4.385, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"learning_rate": 3.096296296296296e-05, |
|
"loss": 0.0011, |
|
"step": 1660 |
|
}, |
|
{ |
|
"epoch": 22.01, |
|
"learning_rate": 3.0814814814814816e-05, |
|
"loss": 0.0009, |
|
"step": 1670 |
|
}, |
|
{ |
|
"epoch": 22.01, |
|
"learning_rate": 3.066666666666667e-05, |
|
"loss": 0.0008, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 22.01, |
|
"learning_rate": 3.0518518518518515e-05, |
|
"loss": 0.0008, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 22.01, |
|
"learning_rate": 3.037037037037037e-05, |
|
"loss": 0.0008, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 22.02, |
|
"learning_rate": 3.0222222222222225e-05, |
|
"loss": 0.0008, |
|
"step": 1710 |
|
}, |
|
{ |
|
"epoch": 22.02, |
|
"learning_rate": 3.0074074074074078e-05, |
|
"loss": 0.0028, |
|
"step": 1720 |
|
}, |
|
{ |
|
"epoch": 22.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.19646592438220978, |
|
"eval_runtime": 2.3582, |
|
"eval_samples_per_second": 15.69, |
|
"eval_steps_per_second": 4.24, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"learning_rate": 2.992592592592593e-05, |
|
"loss": 0.0008, |
|
"step": 1730 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"learning_rate": 2.9777777777777777e-05, |
|
"loss": 0.0274, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 23.01, |
|
"learning_rate": 2.962962962962963e-05, |
|
"loss": 0.0008, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 23.01, |
|
"learning_rate": 2.9481481481481483e-05, |
|
"loss": 0.0008, |
|
"step": 1760 |
|
}, |
|
{ |
|
"epoch": 23.01, |
|
"learning_rate": 2.9333333333333336e-05, |
|
"loss": 0.0008, |
|
"step": 1770 |
|
}, |
|
{ |
|
"epoch": 23.01, |
|
"learning_rate": 2.918518518518519e-05, |
|
"loss": 0.0007, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 23.02, |
|
"learning_rate": 2.9037037037037042e-05, |
|
"loss": 0.0007, |
|
"step": 1790 |
|
}, |
|
{ |
|
"epoch": 23.02, |
|
"learning_rate": 2.8888888888888888e-05, |
|
"loss": 0.0007, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 23.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.1782662570476532, |
|
"eval_runtime": 2.3245, |
|
"eval_samples_per_second": 15.918, |
|
"eval_steps_per_second": 4.302, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"learning_rate": 2.874074074074074e-05, |
|
"loss": 0.0008, |
|
"step": 1810 |
|
}, |
|
{ |
|
"epoch": 24.01, |
|
"learning_rate": 2.8592592592592594e-05, |
|
"loss": 0.0008, |
|
"step": 1820 |
|
}, |
|
{ |
|
"epoch": 24.01, |
|
"learning_rate": 2.8444444444444447e-05, |
|
"loss": 0.0007, |
|
"step": 1830 |
|
}, |
|
{ |
|
"epoch": 24.01, |
|
"learning_rate": 2.8296296296296297e-05, |
|
"loss": 0.0007, |
|
"step": 1840 |
|
}, |
|
{ |
|
"epoch": 24.01, |
|
"learning_rate": 2.814814814814815e-05, |
|
"loss": 0.0007, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 24.02, |
|
"learning_rate": 2.8000000000000003e-05, |
|
"loss": 0.0007, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 24.02, |
|
"learning_rate": 2.7851851851851853e-05, |
|
"loss": 0.0008, |
|
"step": 1870 |
|
}, |
|
{ |
|
"epoch": 24.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.18091563880443573, |
|
"eval_runtime": 2.31, |
|
"eval_samples_per_second": 16.017, |
|
"eval_steps_per_second": 4.329, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"learning_rate": 2.7703703703703706e-05, |
|
"loss": 0.0007, |
|
"step": 1880 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"learning_rate": 2.7555555555555555e-05, |
|
"loss": 0.0007, |
|
"step": 1890 |
|
}, |
|
{ |
|
"epoch": 25.01, |
|
"learning_rate": 2.7407407407407408e-05, |
|
"loss": 0.0007, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 25.01, |
|
"learning_rate": 2.725925925925926e-05, |
|
"loss": 0.0007, |
|
"step": 1910 |
|
}, |
|
{ |
|
"epoch": 25.01, |
|
"learning_rate": 2.7111111111111114e-05, |
|
"loss": 0.0007, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 25.01, |
|
"learning_rate": 2.696296296296296e-05, |
|
"loss": 0.0007, |
|
"step": 1930 |
|
}, |
|
{ |
|
"epoch": 25.02, |
|
"learning_rate": 2.6814814814814814e-05, |
|
"loss": 0.0006, |
|
"step": 1940 |
|
}, |
|
{ |
|
"epoch": 25.02, |
|
"learning_rate": 2.6666666666666667e-05, |
|
"loss": 0.0006, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 25.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.17932352423667908, |
|
"eval_runtime": 2.377, |
|
"eval_samples_per_second": 15.566, |
|
"eval_steps_per_second": 4.207, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"learning_rate": 2.651851851851852e-05, |
|
"loss": 0.0006, |
|
"step": 1960 |
|
}, |
|
{ |
|
"epoch": 26.01, |
|
"learning_rate": 2.6370370370370373e-05, |
|
"loss": 0.0006, |
|
"step": 1970 |
|
}, |
|
{ |
|
"epoch": 26.01, |
|
"learning_rate": 2.6222222222222226e-05, |
|
"loss": 0.0006, |
|
"step": 1980 |
|
}, |
|
{ |
|
"epoch": 26.01, |
|
"learning_rate": 2.6074074074074072e-05, |
|
"loss": 0.0006, |
|
"step": 1990 |
|
}, |
|
{ |
|
"epoch": 26.01, |
|
"learning_rate": 2.5925925925925925e-05, |
|
"loss": 0.0051, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 26.02, |
|
"learning_rate": 2.5777777777777778e-05, |
|
"loss": 0.0007, |
|
"step": 2010 |
|
}, |
|
{ |
|
"epoch": 26.02, |
|
"learning_rate": 2.562962962962963e-05, |
|
"loss": 0.0009, |
|
"step": 2020 |
|
}, |
|
{ |
|
"epoch": 26.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.09698139131069183, |
|
"eval_runtime": 2.2968, |
|
"eval_samples_per_second": 16.109, |
|
"eval_steps_per_second": 4.354, |
|
"step": 2025 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"learning_rate": 2.5481481481481484e-05, |
|
"loss": 0.0008, |
|
"step": 2030 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"learning_rate": 2.5333333333333337e-05, |
|
"loss": 0.0006, |
|
"step": 2040 |
|
}, |
|
{ |
|
"epoch": 27.01, |
|
"learning_rate": 2.5185185185185183e-05, |
|
"loss": 0.0006, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 27.01, |
|
"learning_rate": 2.5037037037037036e-05, |
|
"loss": 0.0007, |
|
"step": 2060 |
|
}, |
|
{ |
|
"epoch": 27.01, |
|
"learning_rate": 2.488888888888889e-05, |
|
"loss": 0.0006, |
|
"step": 2070 |
|
}, |
|
{ |
|
"epoch": 27.01, |
|
"learning_rate": 2.4740740740740742e-05, |
|
"loss": 0.0006, |
|
"step": 2080 |
|
}, |
|
{ |
|
"epoch": 27.02, |
|
"learning_rate": 2.4592592592592595e-05, |
|
"loss": 0.0006, |
|
"step": 2090 |
|
}, |
|
{ |
|
"epoch": 27.02, |
|
"learning_rate": 2.4444444444444445e-05, |
|
"loss": 0.0006, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 27.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.24828802049160004, |
|
"eval_runtime": 2.2708, |
|
"eval_samples_per_second": 16.294, |
|
"eval_steps_per_second": 4.404, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"learning_rate": 2.4296296296296298e-05, |
|
"loss": 0.0007, |
|
"step": 2110 |
|
}, |
|
{ |
|
"epoch": 28.01, |
|
"learning_rate": 2.414814814814815e-05, |
|
"loss": 0.0006, |
|
"step": 2120 |
|
}, |
|
{ |
|
"epoch": 28.01, |
|
"learning_rate": 2.4e-05, |
|
"loss": 0.0006, |
|
"step": 2130 |
|
}, |
|
{ |
|
"epoch": 28.01, |
|
"learning_rate": 2.3851851851851854e-05, |
|
"loss": 0.0006, |
|
"step": 2140 |
|
}, |
|
{ |
|
"epoch": 28.01, |
|
"learning_rate": 2.3703703703703707e-05, |
|
"loss": 0.0008, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 28.02, |
|
"learning_rate": 2.3555555555555556e-05, |
|
"loss": 0.0006, |
|
"step": 2160 |
|
}, |
|
{ |
|
"epoch": 28.02, |
|
"learning_rate": 2.340740740740741e-05, |
|
"loss": 0.0006, |
|
"step": 2170 |
|
}, |
|
{ |
|
"epoch": 28.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.3035326898097992, |
|
"eval_runtime": 2.2477, |
|
"eval_samples_per_second": 16.461, |
|
"eval_steps_per_second": 4.449, |
|
"step": 2175 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"learning_rate": 2.3259259259259262e-05, |
|
"loss": 0.0006, |
|
"step": 2180 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"learning_rate": 2.3111111111111112e-05, |
|
"loss": 0.0005, |
|
"step": 2190 |
|
}, |
|
{ |
|
"epoch": 29.01, |
|
"learning_rate": 2.2962962962962965e-05, |
|
"loss": 0.0008, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 29.01, |
|
"learning_rate": 2.2814814814814818e-05, |
|
"loss": 0.0006, |
|
"step": 2210 |
|
}, |
|
{ |
|
"epoch": 29.01, |
|
"learning_rate": 2.2666666666666668e-05, |
|
"loss": 0.0005, |
|
"step": 2220 |
|
}, |
|
{ |
|
"epoch": 29.01, |
|
"learning_rate": 2.251851851851852e-05, |
|
"loss": 0.0006, |
|
"step": 2230 |
|
}, |
|
{ |
|
"epoch": 29.02, |
|
"learning_rate": 2.2370370370370374e-05, |
|
"loss": 0.0006, |
|
"step": 2240 |
|
}, |
|
{ |
|
"epoch": 29.02, |
|
"learning_rate": 2.2222222222222223e-05, |
|
"loss": 0.0006, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 29.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.2314397692680359, |
|
"eval_runtime": 2.3203, |
|
"eval_samples_per_second": 15.946, |
|
"eval_steps_per_second": 4.31, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"learning_rate": 2.2074074074074076e-05, |
|
"loss": 0.0006, |
|
"step": 2260 |
|
}, |
|
{ |
|
"epoch": 30.01, |
|
"learning_rate": 2.1925925925925926e-05, |
|
"loss": 0.0006, |
|
"step": 2270 |
|
}, |
|
{ |
|
"epoch": 30.01, |
|
"learning_rate": 2.177777777777778e-05, |
|
"loss": 0.0005, |
|
"step": 2280 |
|
}, |
|
{ |
|
"epoch": 30.01, |
|
"learning_rate": 2.162962962962963e-05, |
|
"loss": 0.0006, |
|
"step": 2290 |
|
}, |
|
{ |
|
"epoch": 30.01, |
|
"learning_rate": 2.148148148148148e-05, |
|
"loss": 0.0005, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 30.02, |
|
"learning_rate": 2.1333333333333335e-05, |
|
"loss": 0.0005, |
|
"step": 2310 |
|
}, |
|
{ |
|
"epoch": 30.02, |
|
"learning_rate": 2.1185185185185184e-05, |
|
"loss": 0.0005, |
|
"step": 2320 |
|
}, |
|
{ |
|
"epoch": 30.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.19059520959854126, |
|
"eval_runtime": 2.2511, |
|
"eval_samples_per_second": 16.436, |
|
"eval_steps_per_second": 4.442, |
|
"step": 2325 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"learning_rate": 2.1037037037037037e-05, |
|
"loss": 0.0005, |
|
"step": 2330 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"learning_rate": 2.088888888888889e-05, |
|
"loss": 0.0005, |
|
"step": 2340 |
|
}, |
|
{ |
|
"epoch": 31.01, |
|
"learning_rate": 2.074074074074074e-05, |
|
"loss": 0.0005, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 31.01, |
|
"learning_rate": 2.0592592592592593e-05, |
|
"loss": 0.0005, |
|
"step": 2360 |
|
}, |
|
{ |
|
"epoch": 31.01, |
|
"learning_rate": 2.0444444444444446e-05, |
|
"loss": 0.0011, |
|
"step": 2370 |
|
}, |
|
{ |
|
"epoch": 31.01, |
|
"learning_rate": 2.0296296296296296e-05, |
|
"loss": 0.1101, |
|
"step": 2380 |
|
}, |
|
{ |
|
"epoch": 31.02, |
|
"learning_rate": 2.014814814814815e-05, |
|
"loss": 0.0005, |
|
"step": 2390 |
|
}, |
|
{ |
|
"epoch": 31.02, |
|
"learning_rate": 2e-05, |
|
"loss": 0.0005, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 31.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.08136174082756042, |
|
"eval_runtime": 2.2842, |
|
"eval_samples_per_second": 16.198, |
|
"eval_steps_per_second": 4.378, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"learning_rate": 1.985185185185185e-05, |
|
"loss": 0.0005, |
|
"step": 2410 |
|
}, |
|
{ |
|
"epoch": 32.01, |
|
"learning_rate": 1.9703703703703704e-05, |
|
"loss": 0.0005, |
|
"step": 2420 |
|
}, |
|
{ |
|
"epoch": 32.01, |
|
"learning_rate": 1.9555555555555557e-05, |
|
"loss": 0.0005, |
|
"step": 2430 |
|
}, |
|
{ |
|
"epoch": 32.01, |
|
"learning_rate": 1.9407407407407407e-05, |
|
"loss": 0.0005, |
|
"step": 2440 |
|
}, |
|
{ |
|
"epoch": 32.01, |
|
"learning_rate": 1.925925925925926e-05, |
|
"loss": 0.0005, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 32.02, |
|
"learning_rate": 1.9111111111111113e-05, |
|
"loss": 0.0005, |
|
"step": 2460 |
|
}, |
|
{ |
|
"epoch": 32.02, |
|
"learning_rate": 1.8962962962962963e-05, |
|
"loss": 0.0005, |
|
"step": 2470 |
|
}, |
|
{ |
|
"epoch": 32.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.08805122971534729, |
|
"eval_runtime": 2.3973, |
|
"eval_samples_per_second": 15.434, |
|
"eval_steps_per_second": 4.171, |
|
"step": 2475 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"learning_rate": 1.8814814814814816e-05, |
|
"loss": 0.0005, |
|
"step": 2480 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"learning_rate": 1.866666666666667e-05, |
|
"loss": 0.0005, |
|
"step": 2490 |
|
}, |
|
{ |
|
"epoch": 33.01, |
|
"learning_rate": 1.8518518518518518e-05, |
|
"loss": 0.0005, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 33.01, |
|
"learning_rate": 1.837037037037037e-05, |
|
"loss": 0.0005, |
|
"step": 2510 |
|
}, |
|
{ |
|
"epoch": 33.01, |
|
"learning_rate": 1.8222222222222224e-05, |
|
"loss": 0.0005, |
|
"step": 2520 |
|
}, |
|
{ |
|
"epoch": 33.01, |
|
"learning_rate": 1.8074074074074074e-05, |
|
"loss": 0.0005, |
|
"step": 2530 |
|
}, |
|
{ |
|
"epoch": 33.02, |
|
"learning_rate": 1.7925925925925927e-05, |
|
"loss": 0.0005, |
|
"step": 2540 |
|
}, |
|
{ |
|
"epoch": 33.02, |
|
"learning_rate": 1.777777777777778e-05, |
|
"loss": 0.0005, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 33.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.07978475093841553, |
|
"eval_runtime": 2.302, |
|
"eval_samples_per_second": 16.073, |
|
"eval_steps_per_second": 4.344, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"learning_rate": 1.762962962962963e-05, |
|
"loss": 0.0004, |
|
"step": 2560 |
|
}, |
|
{ |
|
"epoch": 34.01, |
|
"learning_rate": 1.7481481481481483e-05, |
|
"loss": 0.0005, |
|
"step": 2570 |
|
}, |
|
{ |
|
"epoch": 34.01, |
|
"learning_rate": 1.7333333333333336e-05, |
|
"loss": 0.0005, |
|
"step": 2580 |
|
}, |
|
{ |
|
"epoch": 34.01, |
|
"learning_rate": 1.7185185185185185e-05, |
|
"loss": 0.0005, |
|
"step": 2590 |
|
}, |
|
{ |
|
"epoch": 34.01, |
|
"learning_rate": 1.7037037037037038e-05, |
|
"loss": 0.0005, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 34.02, |
|
"learning_rate": 1.688888888888889e-05, |
|
"loss": 0.0005, |
|
"step": 2610 |
|
}, |
|
{ |
|
"epoch": 34.02, |
|
"learning_rate": 1.674074074074074e-05, |
|
"loss": 0.0005, |
|
"step": 2620 |
|
}, |
|
{ |
|
"epoch": 34.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.07055646181106567, |
|
"eval_runtime": 2.2924, |
|
"eval_samples_per_second": 16.14, |
|
"eval_steps_per_second": 4.362, |
|
"step": 2625 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"learning_rate": 1.6592592592592594e-05, |
|
"loss": 0.0004, |
|
"step": 2630 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"learning_rate": 1.6444444444444447e-05, |
|
"loss": 0.0005, |
|
"step": 2640 |
|
}, |
|
{ |
|
"epoch": 35.01, |
|
"learning_rate": 1.62962962962963e-05, |
|
"loss": 0.0005, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 35.01, |
|
"learning_rate": 1.614814814814815e-05, |
|
"loss": 0.0005, |
|
"step": 2660 |
|
}, |
|
{ |
|
"epoch": 35.01, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 0.0167, |
|
"step": 2670 |
|
}, |
|
{ |
|
"epoch": 35.01, |
|
"learning_rate": 1.5851851851851852e-05, |
|
"loss": 0.0004, |
|
"step": 2680 |
|
}, |
|
{ |
|
"epoch": 35.02, |
|
"learning_rate": 1.5703703703703705e-05, |
|
"loss": 0.0858, |
|
"step": 2690 |
|
}, |
|
{ |
|
"epoch": 35.02, |
|
"learning_rate": 1.5555555555555555e-05, |
|
"loss": 0.0005, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 35.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.09486611932516098, |
|
"eval_runtime": 2.2709, |
|
"eval_samples_per_second": 16.293, |
|
"eval_steps_per_second": 4.404, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"learning_rate": 1.5407407407407408e-05, |
|
"loss": 0.0005, |
|
"step": 2710 |
|
}, |
|
{ |
|
"epoch": 36.01, |
|
"learning_rate": 1.5259259259259258e-05, |
|
"loss": 0.0005, |
|
"step": 2720 |
|
}, |
|
{ |
|
"epoch": 36.01, |
|
"learning_rate": 1.5111111111111112e-05, |
|
"loss": 0.0005, |
|
"step": 2730 |
|
}, |
|
{ |
|
"epoch": 36.01, |
|
"learning_rate": 1.4962962962962965e-05, |
|
"loss": 0.0005, |
|
"step": 2740 |
|
}, |
|
{ |
|
"epoch": 36.01, |
|
"learning_rate": 1.4814814814814815e-05, |
|
"loss": 0.0005, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 36.02, |
|
"learning_rate": 1.4666666666666668e-05, |
|
"loss": 0.0004, |
|
"step": 2760 |
|
}, |
|
{ |
|
"epoch": 36.02, |
|
"learning_rate": 1.4518518518518521e-05, |
|
"loss": 0.0004, |
|
"step": 2770 |
|
}, |
|
{ |
|
"epoch": 36.02, |
|
"eval_accuracy": 0.9459459459459459, |
|
"eval_loss": 0.08677444607019424, |
|
"eval_runtime": 2.2061, |
|
"eval_samples_per_second": 16.772, |
|
"eval_steps_per_second": 4.533, |
|
"step": 2775 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"learning_rate": 1.437037037037037e-05, |
|
"loss": 0.0004, |
|
"step": 2780 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"learning_rate": 1.4222222222222224e-05, |
|
"loss": 0.0005, |
|
"step": 2790 |
|
}, |
|
{ |
|
"epoch": 37.01, |
|
"learning_rate": 1.4074074074074075e-05, |
|
"loss": 0.0004, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 37.01, |
|
"learning_rate": 1.3925925925925926e-05, |
|
"loss": 0.0004, |
|
"step": 2810 |
|
}, |
|
{ |
|
"epoch": 37.01, |
|
"learning_rate": 1.3777777777777778e-05, |
|
"loss": 0.0005, |
|
"step": 2820 |
|
}, |
|
{ |
|
"epoch": 37.01, |
|
"learning_rate": 1.362962962962963e-05, |
|
"loss": 0.0006, |
|
"step": 2830 |
|
}, |
|
{ |
|
"epoch": 37.02, |
|
"learning_rate": 1.348148148148148e-05, |
|
"loss": 0.0005, |
|
"step": 2840 |
|
}, |
|
{ |
|
"epoch": 37.02, |
|
"learning_rate": 1.3333333333333333e-05, |
|
"loss": 0.0004, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 37.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.059545956552028656, |
|
"eval_runtime": 2.2376, |
|
"eval_samples_per_second": 16.536, |
|
"eval_steps_per_second": 4.469, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"learning_rate": 1.3185185185185186e-05, |
|
"loss": 0.0004, |
|
"step": 2860 |
|
}, |
|
{ |
|
"epoch": 38.01, |
|
"learning_rate": 1.3037037037037036e-05, |
|
"loss": 0.1455, |
|
"step": 2870 |
|
}, |
|
{ |
|
"epoch": 38.01, |
|
"learning_rate": 1.2888888888888889e-05, |
|
"loss": 0.0004, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 38.01, |
|
"learning_rate": 1.2740740740740742e-05, |
|
"loss": 0.0004, |
|
"step": 2890 |
|
}, |
|
{ |
|
"epoch": 38.01, |
|
"learning_rate": 1.2592592592592592e-05, |
|
"loss": 0.0005, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 38.02, |
|
"learning_rate": 1.2444444444444445e-05, |
|
"loss": 0.0004, |
|
"step": 2910 |
|
}, |
|
{ |
|
"epoch": 38.02, |
|
"learning_rate": 1.2296296296296298e-05, |
|
"loss": 0.0005, |
|
"step": 2920 |
|
}, |
|
{ |
|
"epoch": 38.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.13422098755836487, |
|
"eval_runtime": 2.2338, |
|
"eval_samples_per_second": 16.563, |
|
"eval_steps_per_second": 4.477, |
|
"step": 2925 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"learning_rate": 1.2148148148148149e-05, |
|
"loss": 0.0004, |
|
"step": 2930 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.0004, |
|
"step": 2940 |
|
}, |
|
{ |
|
"epoch": 39.01, |
|
"learning_rate": 1.1851851851851853e-05, |
|
"loss": 0.0004, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 39.01, |
|
"learning_rate": 1.1703703703703705e-05, |
|
"loss": 0.0005, |
|
"step": 2960 |
|
}, |
|
{ |
|
"epoch": 39.01, |
|
"learning_rate": 1.1555555555555556e-05, |
|
"loss": 0.0004, |
|
"step": 2970 |
|
}, |
|
{ |
|
"epoch": 39.01, |
|
"learning_rate": 1.1407407407407409e-05, |
|
"loss": 0.0004, |
|
"step": 2980 |
|
}, |
|
{ |
|
"epoch": 39.02, |
|
"learning_rate": 1.125925925925926e-05, |
|
"loss": 0.0006, |
|
"step": 2990 |
|
}, |
|
{ |
|
"epoch": 39.02, |
|
"learning_rate": 1.1111111111111112e-05, |
|
"loss": 0.0004, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 39.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.15938998758792877, |
|
"eval_runtime": 2.243, |
|
"eval_samples_per_second": 16.496, |
|
"eval_steps_per_second": 4.458, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"learning_rate": 1.0962962962962963e-05, |
|
"loss": 0.0004, |
|
"step": 3010 |
|
}, |
|
{ |
|
"epoch": 40.01, |
|
"learning_rate": 1.0814814814814814e-05, |
|
"loss": 0.0004, |
|
"step": 3020 |
|
}, |
|
{ |
|
"epoch": 40.01, |
|
"learning_rate": 1.0666666666666667e-05, |
|
"loss": 0.0004, |
|
"step": 3030 |
|
}, |
|
{ |
|
"epoch": 40.01, |
|
"learning_rate": 1.0518518518518519e-05, |
|
"loss": 0.0004, |
|
"step": 3040 |
|
}, |
|
{ |
|
"epoch": 40.01, |
|
"learning_rate": 1.037037037037037e-05, |
|
"loss": 0.0004, |
|
"step": 3050 |
|
}, |
|
{ |
|
"epoch": 40.02, |
|
"learning_rate": 1.0222222222222223e-05, |
|
"loss": 0.0004, |
|
"step": 3060 |
|
}, |
|
{ |
|
"epoch": 40.02, |
|
"learning_rate": 1.0074074074074074e-05, |
|
"loss": 0.0004, |
|
"step": 3070 |
|
}, |
|
{ |
|
"epoch": 40.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.14878199994564056, |
|
"eval_runtime": 2.2635, |
|
"eval_samples_per_second": 16.346, |
|
"eval_steps_per_second": 4.418, |
|
"step": 3075 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"learning_rate": 9.925925925925926e-06, |
|
"loss": 0.0004, |
|
"step": 3080 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"learning_rate": 9.777777777777779e-06, |
|
"loss": 0.0004, |
|
"step": 3090 |
|
}, |
|
{ |
|
"epoch": 41.01, |
|
"learning_rate": 9.62962962962963e-06, |
|
"loss": 0.0004, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 41.01, |
|
"learning_rate": 9.481481481481481e-06, |
|
"loss": 0.0004, |
|
"step": 3110 |
|
}, |
|
{ |
|
"epoch": 41.01, |
|
"learning_rate": 9.333333333333334e-06, |
|
"loss": 0.0004, |
|
"step": 3120 |
|
}, |
|
{ |
|
"epoch": 41.01, |
|
"learning_rate": 9.185185185185186e-06, |
|
"loss": 0.0004, |
|
"step": 3130 |
|
}, |
|
{ |
|
"epoch": 41.02, |
|
"learning_rate": 9.037037037037037e-06, |
|
"loss": 0.0004, |
|
"step": 3140 |
|
}, |
|
{ |
|
"epoch": 41.02, |
|
"learning_rate": 8.88888888888889e-06, |
|
"loss": 0.0004, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 41.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.1433899849653244, |
|
"eval_runtime": 2.4808, |
|
"eval_samples_per_second": 14.914, |
|
"eval_steps_per_second": 4.031, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"learning_rate": 8.740740740740741e-06, |
|
"loss": 0.0004, |
|
"step": 3160 |
|
}, |
|
{ |
|
"epoch": 42.01, |
|
"learning_rate": 8.592592592592593e-06, |
|
"loss": 0.0004, |
|
"step": 3170 |
|
}, |
|
{ |
|
"epoch": 42.01, |
|
"learning_rate": 8.444444444444446e-06, |
|
"loss": 0.0004, |
|
"step": 3180 |
|
}, |
|
{ |
|
"epoch": 42.01, |
|
"learning_rate": 8.296296296296297e-06, |
|
"loss": 0.0004, |
|
"step": 3190 |
|
}, |
|
{ |
|
"epoch": 42.01, |
|
"learning_rate": 8.14814814814815e-06, |
|
"loss": 0.0004, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 42.02, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.0004, |
|
"step": 3210 |
|
}, |
|
{ |
|
"epoch": 42.02, |
|
"learning_rate": 7.851851851851853e-06, |
|
"loss": 0.0004, |
|
"step": 3220 |
|
}, |
|
{ |
|
"epoch": 42.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.11490071564912796, |
|
"eval_runtime": 2.2713, |
|
"eval_samples_per_second": 16.29, |
|
"eval_steps_per_second": 4.403, |
|
"step": 3225 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"learning_rate": 7.703703703703704e-06, |
|
"loss": 0.0004, |
|
"step": 3230 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"learning_rate": 7.555555555555556e-06, |
|
"loss": 0.0004, |
|
"step": 3240 |
|
}, |
|
{ |
|
"epoch": 43.01, |
|
"learning_rate": 7.4074074074074075e-06, |
|
"loss": 0.0004, |
|
"step": 3250 |
|
}, |
|
{ |
|
"epoch": 43.01, |
|
"learning_rate": 7.2592592592592605e-06, |
|
"loss": 0.0004, |
|
"step": 3260 |
|
}, |
|
{ |
|
"epoch": 43.01, |
|
"learning_rate": 7.111111111111112e-06, |
|
"loss": 0.0004, |
|
"step": 3270 |
|
}, |
|
{ |
|
"epoch": 43.01, |
|
"learning_rate": 6.962962962962963e-06, |
|
"loss": 0.0004, |
|
"step": 3280 |
|
}, |
|
{ |
|
"epoch": 43.02, |
|
"learning_rate": 6.814814814814815e-06, |
|
"loss": 0.0004, |
|
"step": 3290 |
|
}, |
|
{ |
|
"epoch": 43.02, |
|
"learning_rate": 6.666666666666667e-06, |
|
"loss": 0.0004, |
|
"step": 3300 |
|
}, |
|
{ |
|
"epoch": 43.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.11192985624074936, |
|
"eval_runtime": 2.2722, |
|
"eval_samples_per_second": 16.284, |
|
"eval_steps_per_second": 4.401, |
|
"step": 3300 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"learning_rate": 6.518518518518518e-06, |
|
"loss": 0.0004, |
|
"step": 3310 |
|
}, |
|
{ |
|
"epoch": 44.01, |
|
"learning_rate": 6.370370370370371e-06, |
|
"loss": 0.0004, |
|
"step": 3320 |
|
}, |
|
{ |
|
"epoch": 44.01, |
|
"learning_rate": 6.222222222222222e-06, |
|
"loss": 0.0004, |
|
"step": 3330 |
|
}, |
|
{ |
|
"epoch": 44.01, |
|
"learning_rate": 6.0740740740740745e-06, |
|
"loss": 0.0004, |
|
"step": 3340 |
|
}, |
|
{ |
|
"epoch": 44.01, |
|
"learning_rate": 5.925925925925927e-06, |
|
"loss": 0.0004, |
|
"step": 3350 |
|
}, |
|
{ |
|
"epoch": 44.02, |
|
"learning_rate": 5.777777777777778e-06, |
|
"loss": 0.0004, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 44.02, |
|
"learning_rate": 5.62962962962963e-06, |
|
"loss": 0.0004, |
|
"step": 3370 |
|
}, |
|
{ |
|
"epoch": 44.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.11190944164991379, |
|
"eval_runtime": 2.2053, |
|
"eval_samples_per_second": 16.778, |
|
"eval_steps_per_second": 4.535, |
|
"step": 3375 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"learning_rate": 5.4814814814814815e-06, |
|
"loss": 0.0004, |
|
"step": 3380 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"learning_rate": 5.333333333333334e-06, |
|
"loss": 0.0004, |
|
"step": 3390 |
|
}, |
|
{ |
|
"epoch": 45.01, |
|
"learning_rate": 5.185185185185185e-06, |
|
"loss": 0.0004, |
|
"step": 3400 |
|
}, |
|
{ |
|
"epoch": 45.01, |
|
"learning_rate": 5.037037037037037e-06, |
|
"loss": 0.0004, |
|
"step": 3410 |
|
}, |
|
{ |
|
"epoch": 45.01, |
|
"learning_rate": 4.888888888888889e-06, |
|
"loss": 0.0004, |
|
"step": 3420 |
|
}, |
|
{ |
|
"epoch": 45.01, |
|
"learning_rate": 4.740740740740741e-06, |
|
"loss": 0.0004, |
|
"step": 3430 |
|
}, |
|
{ |
|
"epoch": 45.02, |
|
"learning_rate": 4.592592592592593e-06, |
|
"loss": 0.0004, |
|
"step": 3440 |
|
}, |
|
{ |
|
"epoch": 45.02, |
|
"learning_rate": 4.444444444444445e-06, |
|
"loss": 0.0004, |
|
"step": 3450 |
|
}, |
|
{ |
|
"epoch": 45.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.10959651321172714, |
|
"eval_runtime": 2.3608, |
|
"eval_samples_per_second": 15.672, |
|
"eval_steps_per_second": 4.236, |
|
"step": 3450 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"learning_rate": 4.296296296296296e-06, |
|
"loss": 0.0004, |
|
"step": 3460 |
|
}, |
|
{ |
|
"epoch": 46.01, |
|
"learning_rate": 4.1481481481481485e-06, |
|
"loss": 0.0004, |
|
"step": 3470 |
|
}, |
|
{ |
|
"epoch": 46.01, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.0004, |
|
"step": 3480 |
|
}, |
|
{ |
|
"epoch": 46.01, |
|
"learning_rate": 3.851851851851852e-06, |
|
"loss": 0.0004, |
|
"step": 3490 |
|
}, |
|
{ |
|
"epoch": 46.01, |
|
"learning_rate": 3.7037037037037037e-06, |
|
"loss": 0.0004, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 46.02, |
|
"learning_rate": 3.555555555555556e-06, |
|
"loss": 0.0004, |
|
"step": 3510 |
|
}, |
|
{ |
|
"epoch": 46.02, |
|
"learning_rate": 3.4074074074074077e-06, |
|
"loss": 0.0004, |
|
"step": 3520 |
|
}, |
|
{ |
|
"epoch": 46.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.1096063181757927, |
|
"eval_runtime": 2.2302, |
|
"eval_samples_per_second": 16.591, |
|
"eval_steps_per_second": 4.484, |
|
"step": 3525 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"learning_rate": 3.259259259259259e-06, |
|
"loss": 0.0004, |
|
"step": 3530 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"learning_rate": 3.111111111111111e-06, |
|
"loss": 0.0004, |
|
"step": 3540 |
|
}, |
|
{ |
|
"epoch": 47.01, |
|
"learning_rate": 2.9629629629629633e-06, |
|
"loss": 0.0004, |
|
"step": 3550 |
|
}, |
|
{ |
|
"epoch": 47.01, |
|
"learning_rate": 2.814814814814815e-06, |
|
"loss": 0.0004, |
|
"step": 3560 |
|
}, |
|
{ |
|
"epoch": 47.01, |
|
"learning_rate": 2.666666666666667e-06, |
|
"loss": 0.0004, |
|
"step": 3570 |
|
}, |
|
{ |
|
"epoch": 47.01, |
|
"learning_rate": 2.5185185185185186e-06, |
|
"loss": 0.0004, |
|
"step": 3580 |
|
}, |
|
{ |
|
"epoch": 47.02, |
|
"learning_rate": 2.3703703703703703e-06, |
|
"loss": 0.0004, |
|
"step": 3590 |
|
}, |
|
{ |
|
"epoch": 47.02, |
|
"learning_rate": 2.2222222222222225e-06, |
|
"loss": 0.0004, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 47.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.10854890942573547, |
|
"eval_runtime": 2.2666, |
|
"eval_samples_per_second": 16.324, |
|
"eval_steps_per_second": 4.412, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"learning_rate": 2.0740740740740742e-06, |
|
"loss": 0.0004, |
|
"step": 3610 |
|
}, |
|
{ |
|
"epoch": 48.01, |
|
"learning_rate": 1.925925925925926e-06, |
|
"loss": 0.0003, |
|
"step": 3620 |
|
}, |
|
{ |
|
"epoch": 48.01, |
|
"learning_rate": 1.777777777777778e-06, |
|
"loss": 0.0004, |
|
"step": 3630 |
|
}, |
|
{ |
|
"epoch": 48.01, |
|
"learning_rate": 1.6296296296296295e-06, |
|
"loss": 0.0005, |
|
"step": 3640 |
|
}, |
|
{ |
|
"epoch": 48.01, |
|
"learning_rate": 1.4814814814814817e-06, |
|
"loss": 0.0004, |
|
"step": 3650 |
|
}, |
|
{ |
|
"epoch": 48.02, |
|
"learning_rate": 1.3333333333333334e-06, |
|
"loss": 0.0004, |
|
"step": 3660 |
|
}, |
|
{ |
|
"epoch": 48.02, |
|
"learning_rate": 1.1851851851851852e-06, |
|
"loss": 0.0004, |
|
"step": 3670 |
|
}, |
|
{ |
|
"epoch": 48.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.10318177938461304, |
|
"eval_runtime": 2.2948, |
|
"eval_samples_per_second": 16.124, |
|
"eval_steps_per_second": 4.358, |
|
"step": 3675 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"learning_rate": 1.0370370370370371e-06, |
|
"loss": 0.0004, |
|
"step": 3680 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"learning_rate": 8.88888888888889e-07, |
|
"loss": 0.0004, |
|
"step": 3690 |
|
}, |
|
{ |
|
"epoch": 49.01, |
|
"learning_rate": 7.407407407407408e-07, |
|
"loss": 0.0004, |
|
"step": 3700 |
|
}, |
|
{ |
|
"epoch": 49.01, |
|
"learning_rate": 5.925925925925926e-07, |
|
"loss": 0.0004, |
|
"step": 3710 |
|
}, |
|
{ |
|
"epoch": 49.01, |
|
"learning_rate": 4.444444444444445e-07, |
|
"loss": 0.0004, |
|
"step": 3720 |
|
}, |
|
{ |
|
"epoch": 49.01, |
|
"learning_rate": 2.962962962962963e-07, |
|
"loss": 0.0004, |
|
"step": 3730 |
|
}, |
|
{ |
|
"epoch": 49.02, |
|
"learning_rate": 1.4814814814814815e-07, |
|
"loss": 0.0004, |
|
"step": 3740 |
|
}, |
|
{ |
|
"epoch": 49.02, |
|
"learning_rate": 0.0, |
|
"loss": 0.0004, |
|
"step": 3750 |
|
}, |
|
{ |
|
"epoch": 49.02, |
|
"eval_accuracy": 0.972972972972973, |
|
"eval_loss": 0.10637960582971573, |
|
"eval_runtime": 2.2939, |
|
"eval_samples_per_second": 16.13, |
|
"eval_steps_per_second": 4.359, |
|
"step": 3750 |
|
}, |
|
{ |
|
"epoch": 49.02, |
|
"step": 3750, |
|
"total_flos": 1.86923023515648e+19, |
|
"train_loss": 0.1699262268283715, |
|
"train_runtime": 3668.7053, |
|
"train_samples_per_second": 4.089, |
|
"train_steps_per_second": 1.022 |
|
}, |
|
{ |
|
"epoch": 49.02, |
|
"eval_accuracy": 0.9431818181818182, |
|
"eval_loss": 0.2483096718788147, |
|
"eval_runtime": 8.1578, |
|
"eval_samples_per_second": 10.787, |
|
"eval_steps_per_second": 2.697, |
|
"step": 3750 |
|
}, |
|
{ |
|
"epoch": 49.02, |
|
"eval_accuracy": 0.9431818181818182, |
|
"eval_loss": 0.2483096718788147, |
|
"eval_runtime": 5.3467, |
|
"eval_samples_per_second": 16.459, |
|
"eval_steps_per_second": 4.115, |
|
"step": 3750 |
|
} |
|
], |
|
"max_steps": 3750, |
|
"num_train_epochs": 9223372036854775807, |
|
"total_flos": 1.86923023515648e+19, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|