| { |
| "best_metric": 0.08758918195962906, |
| "best_model_checkpoint": "./beans_outputs/checkpoint-650", |
| "epoch": 5.0, |
| "global_step": 650, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.08, |
| "learning_rate": 1.9692307692307696e-05, |
| "loss": 1.0373, |
| "step": 10 |
| }, |
| { |
| "epoch": 0.15, |
| "learning_rate": 1.9384615384615386e-05, |
| "loss": 0.91, |
| "step": 20 |
| }, |
| { |
| "epoch": 0.23, |
| "learning_rate": 1.907692307692308e-05, |
| "loss": 0.8636, |
| "step": 30 |
| }, |
| { |
| "epoch": 0.31, |
| "learning_rate": 1.876923076923077e-05, |
| "loss": 0.749, |
| "step": 40 |
| }, |
| { |
| "epoch": 0.38, |
| "learning_rate": 1.8461538461538465e-05, |
| "loss": 0.6463, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.46, |
| "learning_rate": 1.8153846153846155e-05, |
| "loss": 0.6252, |
| "step": 60 |
| }, |
| { |
| "epoch": 0.54, |
| "learning_rate": 1.784615384615385e-05, |
| "loss": 0.5335, |
| "step": 70 |
| }, |
| { |
| "epoch": 0.62, |
| "learning_rate": 1.753846153846154e-05, |
| "loss": 0.5085, |
| "step": 80 |
| }, |
| { |
| "epoch": 0.69, |
| "learning_rate": 1.7230769230769234e-05, |
| "loss": 0.4154, |
| "step": 90 |
| }, |
| { |
| "epoch": 0.77, |
| "learning_rate": 1.6923076923076924e-05, |
| "loss": 0.3769, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.85, |
| "learning_rate": 1.6615384615384618e-05, |
| "loss": 0.3188, |
| "step": 110 |
| }, |
| { |
| "epoch": 0.92, |
| "learning_rate": 1.630769230769231e-05, |
| "loss": 0.3124, |
| "step": 120 |
| }, |
| { |
| "epoch": 1.0, |
| "learning_rate": 1.6000000000000003e-05, |
| "loss": 0.26, |
| "step": 130 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9548872180451128, |
| "eval_loss": 0.2285172939300537, |
| "eval_runtime": 53.1839, |
| "eval_samples_per_second": 2.501, |
| "eval_steps_per_second": 0.32, |
| "step": 130 |
| }, |
| { |
| "epoch": 1.08, |
| "learning_rate": 1.5692307692307693e-05, |
| "loss": 0.2619, |
| "step": 140 |
| }, |
| { |
| "epoch": 1.15, |
| "learning_rate": 1.5384615384615387e-05, |
| "loss": 0.2695, |
| "step": 150 |
| }, |
| { |
| "epoch": 1.23, |
| "learning_rate": 1.5076923076923078e-05, |
| "loss": 0.1988, |
| "step": 160 |
| }, |
| { |
| "epoch": 1.31, |
| "learning_rate": 1.4769230769230772e-05, |
| "loss": 0.2638, |
| "step": 170 |
| }, |
| { |
| "epoch": 1.38, |
| "learning_rate": 1.4461538461538462e-05, |
| "loss": 0.2318, |
| "step": 180 |
| }, |
| { |
| "epoch": 1.46, |
| "learning_rate": 1.4153846153846156e-05, |
| "loss": 0.1909, |
| "step": 190 |
| }, |
| { |
| "epoch": 1.54, |
| "learning_rate": 1.3846153846153847e-05, |
| "loss": 0.1688, |
| "step": 200 |
| }, |
| { |
| "epoch": 1.62, |
| "learning_rate": 1.353846153846154e-05, |
| "loss": 0.1693, |
| "step": 210 |
| }, |
| { |
| "epoch": 1.69, |
| "learning_rate": 1.3230769230769231e-05, |
| "loss": 0.1384, |
| "step": 220 |
| }, |
| { |
| "epoch": 1.77, |
| "learning_rate": 1.2923076923076925e-05, |
| "loss": 0.2013, |
| "step": 230 |
| }, |
| { |
| "epoch": 1.85, |
| "learning_rate": 1.2615384615384616e-05, |
| "loss": 0.1839, |
| "step": 240 |
| }, |
| { |
| "epoch": 1.92, |
| "learning_rate": 1.230769230769231e-05, |
| "loss": 0.2633, |
| "step": 250 |
| }, |
| { |
| "epoch": 2.0, |
| "learning_rate": 1.2e-05, |
| "loss": 0.277, |
| "step": 260 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9924812030075187, |
| "eval_loss": 0.10664299130439758, |
| "eval_runtime": 47.0541, |
| "eval_samples_per_second": 2.827, |
| "eval_steps_per_second": 0.361, |
| "step": 260 |
| }, |
| { |
| "epoch": 2.08, |
| "learning_rate": 1.1692307692307694e-05, |
| "loss": 0.117, |
| "step": 270 |
| }, |
| { |
| "epoch": 2.15, |
| "learning_rate": 1.1384615384615385e-05, |
| "loss": 0.2332, |
| "step": 280 |
| }, |
| { |
| "epoch": 2.23, |
| "learning_rate": 1.1076923076923079e-05, |
| "loss": 0.1605, |
| "step": 290 |
| }, |
| { |
| "epoch": 2.31, |
| "learning_rate": 1.076923076923077e-05, |
| "loss": 0.1548, |
| "step": 300 |
| }, |
| { |
| "epoch": 2.38, |
| "learning_rate": 1.0461538461538463e-05, |
| "loss": 0.128, |
| "step": 310 |
| }, |
| { |
| "epoch": 2.46, |
| "learning_rate": 1.0153846153846154e-05, |
| "loss": 0.1498, |
| "step": 320 |
| }, |
| { |
| "epoch": 2.54, |
| "learning_rate": 9.846153846153848e-06, |
| "loss": 0.1425, |
| "step": 330 |
| }, |
| { |
| "epoch": 2.62, |
| "learning_rate": 9.53846153846154e-06, |
| "loss": 0.0773, |
| "step": 340 |
| }, |
| { |
| "epoch": 2.69, |
| "learning_rate": 9.230769230769232e-06, |
| "loss": 0.1504, |
| "step": 350 |
| }, |
| { |
| "epoch": 2.77, |
| "learning_rate": 8.923076923076925e-06, |
| "loss": 0.0812, |
| "step": 360 |
| }, |
| { |
| "epoch": 2.85, |
| "learning_rate": 8.615384615384617e-06, |
| "loss": 0.0855, |
| "step": 370 |
| }, |
| { |
| "epoch": 2.92, |
| "learning_rate": 8.307692307692309e-06, |
| "loss": 0.0961, |
| "step": 380 |
| }, |
| { |
| "epoch": 3.0, |
| "learning_rate": 8.000000000000001e-06, |
| "loss": 0.1629, |
| "step": 390 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9699248120300752, |
| "eval_loss": 0.10688541829586029, |
| "eval_runtime": 46.3639, |
| "eval_samples_per_second": 2.869, |
| "eval_steps_per_second": 0.367, |
| "step": 390 |
| }, |
| { |
| "epoch": 3.08, |
| "learning_rate": 7.692307692307694e-06, |
| "loss": 0.0739, |
| "step": 400 |
| }, |
| { |
| "epoch": 3.15, |
| "learning_rate": 7.384615384615386e-06, |
| "loss": 0.1738, |
| "step": 410 |
| }, |
| { |
| "epoch": 3.23, |
| "learning_rate": 7.076923076923078e-06, |
| "loss": 0.0985, |
| "step": 420 |
| }, |
| { |
| "epoch": 3.31, |
| "learning_rate": 6.76923076923077e-06, |
| "loss": 0.1115, |
| "step": 430 |
| }, |
| { |
| "epoch": 3.38, |
| "learning_rate": 6.461538461538463e-06, |
| "loss": 0.1823, |
| "step": 440 |
| }, |
| { |
| "epoch": 3.46, |
| "learning_rate": 6.153846153846155e-06, |
| "loss": 0.1303, |
| "step": 450 |
| }, |
| { |
| "epoch": 3.54, |
| "learning_rate": 5.846153846153847e-06, |
| "loss": 0.1399, |
| "step": 460 |
| }, |
| { |
| "epoch": 3.62, |
| "learning_rate": 5.538461538461539e-06, |
| "loss": 0.1432, |
| "step": 470 |
| }, |
| { |
| "epoch": 3.69, |
| "learning_rate": 5.230769230769232e-06, |
| "loss": 0.0657, |
| "step": 480 |
| }, |
| { |
| "epoch": 3.77, |
| "learning_rate": 4.923076923076924e-06, |
| "loss": 0.147, |
| "step": 490 |
| }, |
| { |
| "epoch": 3.85, |
| "learning_rate": 4.615384615384616e-06, |
| "loss": 0.1745, |
| "step": 500 |
| }, |
| { |
| "epoch": 3.92, |
| "learning_rate": 4.307692307692308e-06, |
| "loss": 0.155, |
| "step": 510 |
| }, |
| { |
| "epoch": 4.0, |
| "learning_rate": 4.000000000000001e-06, |
| "loss": 0.0963, |
| "step": 520 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9774436090225563, |
| "eval_loss": 0.08854029327630997, |
| "eval_runtime": 46.2024, |
| "eval_samples_per_second": 2.879, |
| "eval_steps_per_second": 0.368, |
| "step": 520 |
| }, |
| { |
| "epoch": 4.08, |
| "learning_rate": 3.692307692307693e-06, |
| "loss": 0.0556, |
| "step": 530 |
| }, |
| { |
| "epoch": 4.15, |
| "learning_rate": 3.384615384615385e-06, |
| "loss": 0.0953, |
| "step": 540 |
| }, |
| { |
| "epoch": 4.23, |
| "learning_rate": 3.0769230769230774e-06, |
| "loss": 0.1331, |
| "step": 550 |
| }, |
| { |
| "epoch": 4.31, |
| "learning_rate": 2.7692307692307697e-06, |
| "loss": 0.0824, |
| "step": 560 |
| }, |
| { |
| "epoch": 4.38, |
| "learning_rate": 2.461538461538462e-06, |
| "loss": 0.1661, |
| "step": 570 |
| }, |
| { |
| "epoch": 4.46, |
| "learning_rate": 2.153846153846154e-06, |
| "loss": 0.1173, |
| "step": 580 |
| }, |
| { |
| "epoch": 4.54, |
| "learning_rate": 1.8461538461538465e-06, |
| "loss": 0.0483, |
| "step": 590 |
| }, |
| { |
| "epoch": 4.62, |
| "learning_rate": 1.5384615384615387e-06, |
| "loss": 0.1129, |
| "step": 600 |
| }, |
| { |
| "epoch": 4.69, |
| "learning_rate": 1.230769230769231e-06, |
| "loss": 0.1439, |
| "step": 610 |
| }, |
| { |
| "epoch": 4.77, |
| "learning_rate": 9.230769230769232e-07, |
| "loss": 0.0916, |
| "step": 620 |
| }, |
| { |
| "epoch": 4.85, |
| "learning_rate": 6.153846153846155e-07, |
| "loss": 0.2204, |
| "step": 630 |
| }, |
| { |
| "epoch": 4.92, |
| "learning_rate": 3.0769230769230774e-07, |
| "loss": 0.0945, |
| "step": 640 |
| }, |
| { |
| "epoch": 5.0, |
| "learning_rate": 0.0, |
| "loss": 0.1569, |
| "step": 650 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.9774436090225563, |
| "eval_loss": 0.08758918195962906, |
| "eval_runtime": 46.4567, |
| "eval_samples_per_second": 2.863, |
| "eval_steps_per_second": 0.366, |
| "step": 650 |
| }, |
| { |
| "epoch": 5.0, |
| "step": 650, |
| "total_flos": 4.006371770595533e+17, |
| "train_loss": 0.0, |
| "train_runtime": 1.8592, |
| "train_samples_per_second": 2780.823, |
| "train_steps_per_second": 349.62 |
| } |
| ], |
| "max_steps": 650, |
| "num_train_epochs": 5, |
| "total_flos": 4.006371770595533e+17, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
