| { | |
| "best_metric": 0.9857142857142858, | |
| "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset\\checkpoint-450", | |
| "epoch": 7.125, | |
| "eval_steps": 500, | |
| "global_step": 600, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 8.333333333333334e-06, | |
| "loss": 2.2978, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 2.3358, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 2.5e-05, | |
| "loss": 2.2275, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 2.089, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 4.166666666666667e-05, | |
| "loss": 2.1821, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 5e-05, | |
| "loss": 2.1127, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 4.9074074074074075e-05, | |
| "loss": 2.1133, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "eval_accuracy": 0.5714285714285714, | |
| "eval_loss": 1.7146133184432983, | |
| "eval_runtime": 11.5588, | |
| "eval_samples_per_second": 6.056, | |
| "eval_steps_per_second": 1.557, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 4.814814814814815e-05, | |
| "loss": 1.8009, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 4.722222222222222e-05, | |
| "loss": 1.4562, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 4.62962962962963e-05, | |
| "loss": 1.2443, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 4.5370370370370374e-05, | |
| "loss": 0.9894, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 4.4444444444444447e-05, | |
| "loss": 1.0393, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 4.351851851851852e-05, | |
| "loss": 0.8615, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 4.259259259259259e-05, | |
| "loss": 0.705, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 4.166666666666667e-05, | |
| "loss": 0.9959, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "eval_accuracy": 0.6714285714285714, | |
| "eval_loss": 0.9590635299682617, | |
| "eval_runtime": 11.7222, | |
| "eval_samples_per_second": 5.972, | |
| "eval_steps_per_second": 1.536, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 4.074074074074074e-05, | |
| "loss": 0.5548, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 3.981481481481482e-05, | |
| "loss": 0.616, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 3.888888888888889e-05, | |
| "loss": 0.5153, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 3.7962962962962964e-05, | |
| "loss": 0.6135, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 3.7037037037037037e-05, | |
| "loss": 0.5949, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 3.611111111111111e-05, | |
| "loss": 0.3295, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 3.518518518518519e-05, | |
| "loss": 0.4202, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "eval_accuracy": 0.8285714285714286, | |
| "eval_loss": 0.3952118456363678, | |
| "eval_runtime": 11.5934, | |
| "eval_samples_per_second": 6.038, | |
| "eval_steps_per_second": 1.553, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 3.425925925925926e-05, | |
| "loss": 0.3022, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 0.1603, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 3.240740740740741e-05, | |
| "loss": 0.2083, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 3.148148148148148e-05, | |
| "loss": 0.2036, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 3.055555555555556e-05, | |
| "loss": 0.539, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 2.962962962962963e-05, | |
| "loss": 0.3139, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 2.8703703703703706e-05, | |
| "loss": 0.2428, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 2.777777777777778e-05, | |
| "loss": 0.4628, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "eval_accuracy": 0.8, | |
| "eval_loss": 0.5295023322105408, | |
| "eval_runtime": 11.5777, | |
| "eval_samples_per_second": 6.046, | |
| "eval_steps_per_second": 1.555, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 2.6851851851851855e-05, | |
| "loss": 0.449, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 2.5925925925925925e-05, | |
| "loss": 0.2315, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.0903, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 4.07, | |
| "learning_rate": 2.4074074074074074e-05, | |
| "loss": 0.1609, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 4.08, | |
| "learning_rate": 2.314814814814815e-05, | |
| "loss": 0.1794, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 2.2222222222222223e-05, | |
| "loss": 0.2296, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "learning_rate": 2.1296296296296296e-05, | |
| "loss": 0.0843, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "eval_accuracy": 0.8714285714285714, | |
| "eval_loss": 0.3078978657722473, | |
| "eval_runtime": 11.9007, | |
| "eval_samples_per_second": 5.882, | |
| "eval_steps_per_second": 1.513, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 5.01, | |
| "learning_rate": 2.037037037037037e-05, | |
| "loss": 0.0873, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 5.03, | |
| "learning_rate": 1.9444444444444445e-05, | |
| "loss": 0.0999, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "learning_rate": 1.8518518518518518e-05, | |
| "loss": 0.0924, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 5.06, | |
| "learning_rate": 1.7592592592592595e-05, | |
| "loss": 0.0185, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 5.08, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 0.0142, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 5.09, | |
| "learning_rate": 1.574074074074074e-05, | |
| "loss": 0.089, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "learning_rate": 1.4814814814814815e-05, | |
| "loss": 0.0472, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "learning_rate": 1.388888888888889e-05, | |
| "loss": 0.0793, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "eval_accuracy": 0.9857142857142858, | |
| "eval_loss": 0.07852713763713837, | |
| "eval_runtime": 11.6251, | |
| "eval_samples_per_second": 6.021, | |
| "eval_steps_per_second": 1.548, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 6.02, | |
| "learning_rate": 1.2962962962962962e-05, | |
| "loss": 0.0185, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 6.03, | |
| "learning_rate": 1.2037037037037037e-05, | |
| "loss": 0.0899, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 6.05, | |
| "learning_rate": 1.1111111111111112e-05, | |
| "loss": 0.0529, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "learning_rate": 1.0185185185185185e-05, | |
| "loss": 0.0307, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 6.08, | |
| "learning_rate": 9.259259259259259e-06, | |
| "loss": 0.0067, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 6.1, | |
| "learning_rate": 8.333333333333334e-06, | |
| "loss": 0.0063, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 6.12, | |
| "learning_rate": 7.4074074074074075e-06, | |
| "loss": 0.0059, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 6.12, | |
| "eval_accuracy": 0.9571428571428572, | |
| "eval_loss": 0.06748640537261963, | |
| "eval_runtime": 11.5299, | |
| "eval_samples_per_second": 6.071, | |
| "eval_steps_per_second": 1.561, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 7.01, | |
| "learning_rate": 6.481481481481481e-06, | |
| "loss": 0.0463, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 7.03, | |
| "learning_rate": 5.555555555555556e-06, | |
| "loss": 0.007, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 7.04, | |
| "learning_rate": 4.6296296296296296e-06, | |
| "loss": 0.0074, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 7.06, | |
| "learning_rate": 3.7037037037037037e-06, | |
| "loss": 0.0663, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 7.08, | |
| "learning_rate": 2.777777777777778e-06, | |
| "loss": 0.0061, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 7.09, | |
| "learning_rate": 1.8518518518518519e-06, | |
| "loss": 0.0061, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 7.11, | |
| "learning_rate": 9.259259259259259e-07, | |
| "loss": 0.0072, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "learning_rate": 0.0, | |
| "loss": 0.0065, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "eval_accuracy": 0.9714285714285714, | |
| "eval_loss": 0.04862924665212631, | |
| "eval_runtime": 11.5131, | |
| "eval_samples_per_second": 6.08, | |
| "eval_steps_per_second": 1.563, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "step": 600, | |
| "total_flos": 2.990768376250368e+18, | |
| "train_loss": 0.5474069633024434, | |
| "train_runtime": 763.2232, | |
| "train_samples_per_second": 3.145, | |
| "train_steps_per_second": 0.786 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "eval_accuracy": 0.9290322580645162, | |
| "eval_loss": 0.2134566754102707, | |
| "eval_runtime": 26.3905, | |
| "eval_samples_per_second": 5.873, | |
| "eval_steps_per_second": 1.478, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "eval_accuracy": 0.9290322580645162, | |
| "eval_loss": 0.21079899370670319, | |
| "eval_runtime": 27.4106, | |
| "eval_samples_per_second": 5.655, | |
| "eval_steps_per_second": 1.423, | |
| "step": 600 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 600, | |
| "num_train_epochs": 9223372036854775807, | |
| "save_steps": 500, | |
| "total_flos": 2.990768376250368e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |