| { | |
| "best_metric": 0.9846153846153847, | |
| "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned_ASL_Isolated_Swin_dataset2/checkpoint-800", | |
| "epoch": 10.0, | |
| "eval_steps": 100, | |
| "global_step": 920, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 0.00019782608695652175, | |
| "loss": 3.3609, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 0.0001956521739130435, | |
| "loss": 3.1386, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 0.00019347826086956523, | |
| "loss": 2.9847, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 0.00019130434782608697, | |
| "loss": 2.7624, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 0.0001891304347826087, | |
| "loss": 2.2708, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 0.00018717391304347826, | |
| "loss": 2.1984, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 0.00018500000000000002, | |
| "loss": 1.8882, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 0.00018282608695652174, | |
| "loss": 1.6971, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 0.00018065217391304348, | |
| "loss": 1.4803, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 0.00017847826086956522, | |
| "loss": 1.39, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "eval_accuracy": 0.6346153846153846, | |
| "eval_loss": 1.182677984237671, | |
| "eval_runtime": 2.4526, | |
| "eval_samples_per_second": 106.009, | |
| "eval_steps_per_second": 13.455, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 0.00017630434782608695, | |
| "loss": 1.2313, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 0.00017413043478260872, | |
| "loss": 1.2511, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 0.00017217391304347827, | |
| "loss": 1.1545, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 0.00017, | |
| "loss": 1.0298, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 0.00016782608695652175, | |
| "loss": 1.0783, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 0.0001656521739130435, | |
| "loss": 1.0336, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 0.00016347826086956523, | |
| "loss": 1.0377, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 0.00016130434782608697, | |
| "loss": 1.1622, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 0.00015913043478260868, | |
| "loss": 0.9864, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 0.00015695652173913045, | |
| "loss": 0.8972, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "eval_accuracy": 0.7807692307692308, | |
| "eval_loss": 0.6287302374839783, | |
| "eval_runtime": 2.6916, | |
| "eval_samples_per_second": 96.596, | |
| "eval_steps_per_second": 12.26, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 0.0001547826086956522, | |
| "loss": 0.7377, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 0.00015260869565217393, | |
| "loss": 0.8899, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 0.00015043478260869567, | |
| "loss": 0.6429, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 0.0001482608695652174, | |
| "loss": 0.8942, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 0.00014608695652173914, | |
| "loss": 0.8716, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 0.00014391304347826086, | |
| "loss": 0.8024, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 0.00014173913043478262, | |
| "loss": 0.5412, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 0.00013956521739130434, | |
| "loss": 0.7387, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 0.0001373913043478261, | |
| "loss": 0.5791, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 0.00013521739130434784, | |
| "loss": 0.4884, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "eval_accuracy": 0.8961538461538462, | |
| "eval_loss": 0.29269811511039734, | |
| "eval_runtime": 1.9876, | |
| "eval_samples_per_second": 130.808, | |
| "eval_steps_per_second": 16.603, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 0.00013304347826086958, | |
| "loss": 0.6485, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 0.00013086956521739132, | |
| "loss": 0.7623, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 0.00012869565217391303, | |
| "loss": 0.6887, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 0.0001265217391304348, | |
| "loss": 0.5794, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "learning_rate": 0.0001243478260869565, | |
| "loss": 0.6654, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 0.00012217391304347828, | |
| "loss": 0.5027, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 0.00012, | |
| "loss": 0.4336, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 4.13, | |
| "learning_rate": 0.00011782608695652176, | |
| "loss": 0.5295, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 4.24, | |
| "learning_rate": 0.00011565217391304348, | |
| "loss": 0.6389, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "learning_rate": 0.00011347826086956523, | |
| "loss": 0.4179, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "eval_accuracy": 0.9423076923076923, | |
| "eval_loss": 0.1795085072517395, | |
| "eval_runtime": 2.6974, | |
| "eval_samples_per_second": 96.391, | |
| "eval_steps_per_second": 12.234, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "learning_rate": 0.00011152173913043477, | |
| "loss": 0.5516, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 4.57, | |
| "learning_rate": 0.00010934782608695653, | |
| "loss": 0.4264, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 4.67, | |
| "learning_rate": 0.00010717391304347825, | |
| "loss": 0.4827, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 4.78, | |
| "learning_rate": 0.000105, | |
| "loss": 0.4434, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 4.89, | |
| "learning_rate": 0.00010282608695652174, | |
| "loss": 0.4812, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 0.0001006521739130435, | |
| "loss": 0.5592, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "learning_rate": 9.847826086956522e-05, | |
| "loss": 0.4754, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 5.22, | |
| "learning_rate": 9.630434782608696e-05, | |
| "loss": 0.3776, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "learning_rate": 9.41304347826087e-05, | |
| "loss": 0.4084, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 5.43, | |
| "learning_rate": 9.195652173913044e-05, | |
| "loss": 0.4169, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 5.43, | |
| "eval_accuracy": 0.95, | |
| "eval_loss": 0.1563507616519928, | |
| "eval_runtime": 1.8046, | |
| "eval_samples_per_second": 144.078, | |
| "eval_steps_per_second": 18.287, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 5.54, | |
| "learning_rate": 8.978260869565218e-05, | |
| "loss": 0.371, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 5.65, | |
| "learning_rate": 8.760869565217392e-05, | |
| "loss": 0.4745, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 5.76, | |
| "learning_rate": 8.543478260869566e-05, | |
| "loss": 0.4209, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 5.87, | |
| "learning_rate": 8.32608695652174e-05, | |
| "loss": 0.4645, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 5.98, | |
| "learning_rate": 8.108695652173914e-05, | |
| "loss": 0.4322, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 6.09, | |
| "learning_rate": 7.891304347826088e-05, | |
| "loss": 0.489, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 6.2, | |
| "learning_rate": 7.673913043478262e-05, | |
| "loss": 0.4531, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 6.3, | |
| "learning_rate": 7.456521739130435e-05, | |
| "loss": 0.2837, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 6.41, | |
| "learning_rate": 7.23913043478261e-05, | |
| "loss": 0.37, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 6.52, | |
| "learning_rate": 7.021739130434783e-05, | |
| "loss": 0.3427, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 6.52, | |
| "eval_accuracy": 0.95, | |
| "eval_loss": 0.14258505403995514, | |
| "eval_runtime": 1.9248, | |
| "eval_samples_per_second": 135.078, | |
| "eval_steps_per_second": 17.145, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 6.63, | |
| "learning_rate": 6.804347826086956e-05, | |
| "loss": 0.3713, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 6.74, | |
| "learning_rate": 6.58695652173913e-05, | |
| "loss": 0.2211, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 6.85, | |
| "learning_rate": 6.369565217391305e-05, | |
| "loss": 0.2769, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 6.96, | |
| "learning_rate": 6.152173913043479e-05, | |
| "loss": 0.2778, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 7.07, | |
| "learning_rate": 5.934782608695652e-05, | |
| "loss": 0.3071, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 5.717391304347827e-05, | |
| "loss": 0.2988, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 7.28, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 0.2773, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 7.39, | |
| "learning_rate": 5.2826086956521735e-05, | |
| "loss": 0.2628, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "learning_rate": 5.0652173913043474e-05, | |
| "loss": 0.4372, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 7.61, | |
| "learning_rate": 4.847826086956522e-05, | |
| "loss": 0.2939, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 7.61, | |
| "eval_accuracy": 0.9730769230769231, | |
| "eval_loss": 0.11737523972988129, | |
| "eval_runtime": 1.9862, | |
| "eval_samples_per_second": 130.905, | |
| "eval_steps_per_second": 16.615, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 7.72, | |
| "learning_rate": 4.630434782608696e-05, | |
| "loss": 0.3101, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 7.83, | |
| "learning_rate": 4.41304347826087e-05, | |
| "loss": 0.1584, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 7.93, | |
| "learning_rate": 4.195652173913044e-05, | |
| "loss": 0.3143, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 8.04, | |
| "learning_rate": 3.978260869565217e-05, | |
| "loss": 0.3705, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 8.15, | |
| "learning_rate": 3.7608695652173917e-05, | |
| "loss": 0.3003, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 8.26, | |
| "learning_rate": 3.5434782608695656e-05, | |
| "loss": 0.3864, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 8.37, | |
| "learning_rate": 3.3260869565217395e-05, | |
| "loss": 0.1961, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "learning_rate": 3.108695652173913e-05, | |
| "loss": 0.2859, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 8.59, | |
| "learning_rate": 2.891304347826087e-05, | |
| "loss": 0.3521, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 8.7, | |
| "learning_rate": 2.673913043478261e-05, | |
| "loss": 0.1605, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 8.7, | |
| "eval_accuracy": 0.9846153846153847, | |
| "eval_loss": 0.06404715776443481, | |
| "eval_runtime": 1.8828, | |
| "eval_samples_per_second": 138.091, | |
| "eval_steps_per_second": 17.527, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 8.8, | |
| "learning_rate": 2.456521739130435e-05, | |
| "loss": 0.1828, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 8.91, | |
| "learning_rate": 2.239130434782609e-05, | |
| "loss": 0.1448, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 9.02, | |
| "learning_rate": 2.0217391304347828e-05, | |
| "loss": 0.2442, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "learning_rate": 1.8043478260869567e-05, | |
| "loss": 0.2182, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 9.24, | |
| "learning_rate": 1.5869565217391306e-05, | |
| "loss": 0.1857, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 9.35, | |
| "learning_rate": 1.3695652173913042e-05, | |
| "loss": 0.123, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 9.46, | |
| "learning_rate": 1.1521739130434783e-05, | |
| "loss": 0.1286, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 9.57, | |
| "learning_rate": 9.347826086956523e-06, | |
| "loss": 0.3302, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 9.67, | |
| "learning_rate": 7.173913043478261e-06, | |
| "loss": 0.3513, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 9.78, | |
| "learning_rate": 5e-06, | |
| "loss": 0.1865, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 9.78, | |
| "eval_accuracy": 0.9807692307692307, | |
| "eval_loss": 0.07018034905195236, | |
| "eval_runtime": 2.3303, | |
| "eval_samples_per_second": 111.572, | |
| "eval_steps_per_second": 14.161, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 9.89, | |
| "learning_rate": 2.8260869565217393e-06, | |
| "loss": 0.1316, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 6.521739130434782e-07, | |
| "loss": 0.1979, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "step": 920, | |
| "total_flos": 3.651306173035315e+17, | |
| "train_loss": 0.6966753153697304, | |
| "train_runtime": 217.2288, | |
| "train_samples_per_second": 67.579, | |
| "train_steps_per_second": 4.235 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 920, | |
| "num_train_epochs": 10, | |
| "save_steps": 100, | |
| "total_flos": 3.651306173035315e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |