| { | |
| "best_metric": 0.08173693716526031, | |
| "best_model_checkpoint": "./vit-lage-beans-demo-v5/checkpoint-1200", | |
| "epoch": 4.0, | |
| "eval_steps": 100, | |
| "global_step": 1260, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 0.00019841269841269844, | |
| "loss": 1.4196, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 0.00019682539682539682, | |
| "loss": 1.1295, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 0.00019523809523809525, | |
| "loss": 0.9118, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 0.00019365079365079365, | |
| "loss": 0.7541, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 0.00019206349206349208, | |
| "loss": 0.7979, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 0.00019047619047619048, | |
| "loss": 0.7402, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 0.00018888888888888888, | |
| "loss": 0.7126, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 0.00018730158730158731, | |
| "loss": 0.6237, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 0.00018571428571428572, | |
| "loss": 0.6575, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 0.00018412698412698412, | |
| "loss": 0.6573, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "eval_accuracy": 0.7861111111111111, | |
| "eval_loss": 0.5740312933921814, | |
| "eval_runtime": 45.9753, | |
| "eval_samples_per_second": 31.321, | |
| "eval_steps_per_second": 3.915, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 0.00018253968253968255, | |
| "loss": 0.487, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 0.00018095238095238095, | |
| "loss": 0.5934, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 0.00017936507936507938, | |
| "loss": 0.4899, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 0.00017777777777777779, | |
| "loss": 0.6438, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 0.0001761904761904762, | |
| "loss": 0.4279, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 0.00017460317460317462, | |
| "loss": 0.4603, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 0.00017301587301587302, | |
| "loss": 0.453, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 0.00017142857142857143, | |
| "loss": 0.2507, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 0.00016984126984126986, | |
| "loss": 0.5763, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 0.00016825396825396826, | |
| "loss": 0.327, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "eval_accuracy": 0.8513888888888889, | |
| "eval_loss": 0.4065500795841217, | |
| "eval_runtime": 46.0712, | |
| "eval_samples_per_second": 31.256, | |
| "eval_steps_per_second": 3.907, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 0.0001666666666666667, | |
| "loss": 0.5312, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 0.0001650793650793651, | |
| "loss": 0.3813, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 0.0001634920634920635, | |
| "loss": 0.2829, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 0.00016190476190476192, | |
| "loss": 0.3556, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 0.00016031746031746033, | |
| "loss": 0.5408, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 0.00015873015873015873, | |
| "loss": 0.3737, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 0.00015714285714285716, | |
| "loss": 0.2048, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 0.00015555555555555556, | |
| "loss": 0.4684, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 0.000153968253968254, | |
| "loss": 0.2974, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 0.00015238095238095237, | |
| "loss": 0.3854, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "eval_accuracy": 0.8270833333333333, | |
| "eval_loss": 0.49766069650650024, | |
| "eval_runtime": 45.942, | |
| "eval_samples_per_second": 31.344, | |
| "eval_steps_per_second": 3.918, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 0.0001507936507936508, | |
| "loss": 0.3011, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 0.00014920634920634923, | |
| "loss": 0.2746, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 0.00014761904761904763, | |
| "loss": 0.2346, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 0.00014603174603174603, | |
| "loss": 0.1104, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 0.00014444444444444444, | |
| "loss": 0.1131, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 0.00014285714285714287, | |
| "loss": 0.149, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 0.0001412698412698413, | |
| "loss": 0.1193, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 0.00013968253968253967, | |
| "loss": 0.1402, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 0.0001380952380952381, | |
| "loss": 0.1694, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 0.0001365079365079365, | |
| "loss": 0.266, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "eval_accuracy": 0.9034722222222222, | |
| "eval_loss": 0.3753337562084198, | |
| "eval_runtime": 47.0012, | |
| "eval_samples_per_second": 30.637, | |
| "eval_steps_per_second": 3.83, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 0.00013492063492063494, | |
| "loss": 0.1028, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 0.00013333333333333334, | |
| "loss": 0.1415, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 0.00013174603174603174, | |
| "loss": 0.0935, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 0.00013015873015873017, | |
| "loss": 0.0799, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 0.00012857142857142858, | |
| "loss": 0.1661, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 0.00012698412698412698, | |
| "loss": 0.1452, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 0.0001253968253968254, | |
| "loss": 0.148, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 0.0001238095238095238, | |
| "loss": 0.1659, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 0.00012222222222222224, | |
| "loss": 0.1124, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 0.00012063492063492063, | |
| "loss": 0.1229, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "eval_accuracy": 0.93125, | |
| "eval_loss": 0.20605972409248352, | |
| "eval_runtime": 46.864, | |
| "eval_samples_per_second": 30.727, | |
| "eval_steps_per_second": 3.841, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 0.00011904761904761905, | |
| "loss": 0.1222, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 0.00011746031746031746, | |
| "loss": 0.1434, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 0.0001158730158730159, | |
| "loss": 0.0954, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 0.00011428571428571428, | |
| "loss": 0.1391, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 0.0001126984126984127, | |
| "loss": 0.1533, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 0.00011111111111111112, | |
| "loss": 0.0617, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 0.00010952380952380953, | |
| "loss": 0.1743, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 0.00010793650793650794, | |
| "loss": 0.071, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 0.00010634920634920635, | |
| "loss": 0.0937, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 0.00010476190476190477, | |
| "loss": 0.097, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "eval_accuracy": 0.9451388888888889, | |
| "eval_loss": 0.17500616610050201, | |
| "eval_runtime": 46.666, | |
| "eval_samples_per_second": 30.858, | |
| "eval_steps_per_second": 3.857, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 0.00010317460317460319, | |
| "loss": 0.166, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 0.00010158730158730159, | |
| "loss": 0.0641, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 0.0001, | |
| "loss": 0.0904, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 9.841269841269841e-05, | |
| "loss": 0.0235, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "learning_rate": 9.682539682539682e-05, | |
| "loss": 0.0531, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 9.523809523809524e-05, | |
| "loss": 0.0062, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 9.365079365079366e-05, | |
| "loss": 0.0178, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 9.206349206349206e-05, | |
| "loss": 0.0191, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 9.047619047619048e-05, | |
| "loss": 0.0367, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 8.888888888888889e-05, | |
| "loss": 0.0655, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "eval_accuracy": 0.9652777777777778, | |
| "eval_loss": 0.13490158319473267, | |
| "eval_runtime": 46.9498, | |
| "eval_samples_per_second": 30.671, | |
| "eval_steps_per_second": 3.834, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 8.730158730158731e-05, | |
| "loss": 0.0379, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 8.571428571428571e-05, | |
| "loss": 0.0018, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 8.412698412698413e-05, | |
| "loss": 0.037, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 8.253968253968255e-05, | |
| "loss": 0.0137, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 8.095238095238096e-05, | |
| "loss": 0.0088, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 7.936507936507937e-05, | |
| "loss": 0.0031, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 7.777777777777778e-05, | |
| "loss": 0.0149, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 7.619047619047618e-05, | |
| "loss": 0.042, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 7.460317460317461e-05, | |
| "loss": 0.0029, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 7.301587301587302e-05, | |
| "loss": 0.017, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "eval_accuracy": 0.9673611111111111, | |
| "eval_loss": 0.14617331326007843, | |
| "eval_runtime": 46.5667, | |
| "eval_samples_per_second": 30.923, | |
| "eval_steps_per_second": 3.865, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.142857142857143e-05, | |
| "loss": 0.0438, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 6.984126984126984e-05, | |
| "loss": 0.0109, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 6.825396825396825e-05, | |
| "loss": 0.0011, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 6.666666666666667e-05, | |
| "loss": 0.0127, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 6.507936507936509e-05, | |
| "loss": 0.0143, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 6.349206349206349e-05, | |
| "loss": 0.0011, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 6.19047619047619e-05, | |
| "loss": 0.0299, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 6.0317460317460316e-05, | |
| "loss": 0.0157, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 5.873015873015873e-05, | |
| "loss": 0.0339, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 5.714285714285714e-05, | |
| "loss": 0.0041, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "eval_accuracy": 0.9798611111111111, | |
| "eval_loss": 0.08337713032960892, | |
| "eval_runtime": 45.8768, | |
| "eval_samples_per_second": 31.388, | |
| "eval_steps_per_second": 3.924, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 5.555555555555556e-05, | |
| "loss": 0.0202, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 5.396825396825397e-05, | |
| "loss": 0.0046, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 5.2380952380952384e-05, | |
| "loss": 0.0016, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 5.0793650793650794e-05, | |
| "loss": 0.0005, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 4.9206349206349204e-05, | |
| "loss": 0.0006, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 4.761904761904762e-05, | |
| "loss": 0.0003, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 4.603174603174603e-05, | |
| "loss": 0.0158, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 4.4444444444444447e-05, | |
| "loss": 0.0002, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 4.2857142857142856e-05, | |
| "loss": 0.0007, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 4.126984126984127e-05, | |
| "loss": 0.0003, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "eval_accuracy": 0.98125, | |
| "eval_loss": 0.08399645984172821, | |
| "eval_runtime": 46.3453, | |
| "eval_samples_per_second": 31.071, | |
| "eval_steps_per_second": 3.884, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 3.968253968253968e-05, | |
| "loss": 0.0004, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 3.809523809523809e-05, | |
| "loss": 0.0002, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 3.650793650793651e-05, | |
| "loss": 0.0004, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 3.492063492063492e-05, | |
| "loss": 0.0002, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 0.0004, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 3.1746031746031745e-05, | |
| "loss": 0.0002, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 3.0158730158730158e-05, | |
| "loss": 0.0002, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 3.43, | |
| "learning_rate": 2.857142857142857e-05, | |
| "loss": 0.0002, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 3.46, | |
| "learning_rate": 2.6984126984126984e-05, | |
| "loss": 0.0002, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 2.5396825396825397e-05, | |
| "loss": 0.0002, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "eval_accuracy": 0.9805555555555555, | |
| "eval_loss": 0.08516526967287064, | |
| "eval_runtime": 46.626, | |
| "eval_samples_per_second": 30.884, | |
| "eval_steps_per_second": 3.861, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 2.380952380952381e-05, | |
| "loss": 0.0004, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 2.2222222222222223e-05, | |
| "loss": 0.0003, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 2.0634920634920636e-05, | |
| "loss": 0.0003, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 1.9047619047619046e-05, | |
| "loss": 0.0004, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 1.746031746031746e-05, | |
| "loss": 0.0002, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "learning_rate": 1.5873015873015872e-05, | |
| "loss": 0.0002, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 1.4285714285714285e-05, | |
| "loss": 0.0004, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "learning_rate": 1.2698412698412699e-05, | |
| "loss": 0.0053, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 3.78, | |
| "learning_rate": 1.1111111111111112e-05, | |
| "loss": 0.0002, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 9.523809523809523e-06, | |
| "loss": 0.0023, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "eval_accuracy": 0.98125, | |
| "eval_loss": 0.08173693716526031, | |
| "eval_runtime": 46.7754, | |
| "eval_samples_per_second": 30.785, | |
| "eval_steps_per_second": 3.848, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "learning_rate": 7.936507936507936e-06, | |
| "loss": 0.0003, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 3.87, | |
| "learning_rate": 6.349206349206349e-06, | |
| "loss": 0.0004, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "learning_rate": 4.7619047619047615e-06, | |
| "loss": 0.0008, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 3.1746031746031746e-06, | |
| "loss": 0.0002, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 3.97, | |
| "learning_rate": 1.5873015873015873e-06, | |
| "loss": 0.0004, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 0.0, | |
| "loss": 0.0005, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "step": 1260, | |
| "total_flos": 1.5619845389576602e+18, | |
| "train_loss": 0.17611938929111356, | |
| "train_runtime": 2152.8949, | |
| "train_samples_per_second": 9.362, | |
| "train_steps_per_second": 0.585 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9833564493758669, | |
| "eval_loss": 0.07597729563713074, | |
| "eval_runtime": 24.5791, | |
| "eval_samples_per_second": 29.334, | |
| "eval_steps_per_second": 3.702, | |
| "step": 1260 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 1260, | |
| "num_train_epochs": 4, | |
| "save_steps": 100, | |
| "total_flos": 1.5619845389576602e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |