| { | |
| "best_metric": 0.9901477832512315, | |
| "best_model_checkpoint": "beit-large-patch16-224-finetuned-Lesion-Classification-HAM10000-AH-60-20-20-Shuffled-3rd/checkpoint-1368", | |
| "epoch": 11.947598253275109, | |
| "global_step": 1368, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 2.029220779220779e-08, | |
| "loss": 2.3507, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 4.058441558441558e-08, | |
| "loss": 2.3465, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 6.087662337662339e-08, | |
| "loss": 2.2753, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 8.116883116883116e-08, | |
| "loss": 2.3029, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 1.0146103896103897e-07, | |
| "loss": 2.2669, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 1.2175324675324677e-07, | |
| "loss": 2.2821, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 1.4204545454545455e-07, | |
| "loss": 2.1245, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 1.6233766233766232e-07, | |
| "loss": 2.3123, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 1.8262987012987013e-07, | |
| "loss": 2.177, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 2.0292207792207793e-07, | |
| "loss": 2.1838, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 2.2321428571428574e-07, | |
| "loss": 2.2212, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 2.4350649350649354e-07, | |
| "loss": 2.1027, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 2.637987012987013e-07, | |
| "loss": 2.1215, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 2.840909090909091e-07, | |
| "loss": 2.1549, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 3.043831168831169e-07, | |
| "loss": 2.0832, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 3.2467532467532465e-07, | |
| "loss": 1.9727, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 3.4496753246753253e-07, | |
| "loss": 2.0903, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 3.6525974025974026e-07, | |
| "loss": 2.0775, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 3.855519480519481e-07, | |
| "loss": 2.1454, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 4.0584415584415586e-07, | |
| "loss": 2.0931, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 4.2613636363636364e-07, | |
| "loss": 2.0124, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 4.4642857142857147e-07, | |
| "loss": 1.9835, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.2315270935960591, | |
| "eval_loss": 1.9295728206634521, | |
| "eval_runtime": 389.2292, | |
| "eval_samples_per_second": 3.129, | |
| "eval_steps_per_second": 0.198, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 4.6672077922077925e-07, | |
| "loss": 2.0623, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 4.870129870129871e-07, | |
| "loss": 1.9206, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 5.073051948051948e-07, | |
| "loss": 1.9793, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 5.275974025974026e-07, | |
| "loss": 1.8406, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 5.478896103896105e-07, | |
| "loss": 1.8882, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 5.681818181818182e-07, | |
| "loss": 1.958, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 5.88474025974026e-07, | |
| "loss": 1.8282, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 6.087662337662339e-07, | |
| "loss": 1.8004, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 6.290584415584417e-07, | |
| "loss": 1.8836, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 6.493506493506493e-07, | |
| "loss": 1.8654, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 6.696428571428571e-07, | |
| "loss": 1.7986, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 6.899350649350651e-07, | |
| "loss": 1.7501, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 7.102272727272729e-07, | |
| "loss": 1.8718, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 7.305194805194805e-07, | |
| "loss": 1.8201, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 7.508116883116883e-07, | |
| "loss": 1.6845, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 7.711038961038962e-07, | |
| "loss": 1.7282, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 7.913961038961039e-07, | |
| "loss": 1.7062, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 8.116883116883117e-07, | |
| "loss": 1.6732, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 8.319805194805196e-07, | |
| "loss": 1.6762, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 8.522727272727273e-07, | |
| "loss": 1.613, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 8.725649350649351e-07, | |
| "loss": 1.5492, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 8.928571428571429e-07, | |
| "loss": 1.5562, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 9.131493506493508e-07, | |
| "loss": 1.6045, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.5172413793103449, | |
| "eval_loss": 1.4333993196487427, | |
| "eval_runtime": 47.4589, | |
| "eval_samples_per_second": 25.664, | |
| "eval_steps_per_second": 1.622, | |
| "step": 229 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 9.334415584415585e-07, | |
| "loss": 1.4204, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 9.537337662337662e-07, | |
| "loss": 1.4782, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 9.740259740259742e-07, | |
| "loss": 1.4652, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 9.943181818181819e-07, | |
| "loss": 1.4294, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 1.0146103896103896e-06, | |
| "loss": 1.3151, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 1.0349025974025975e-06, | |
| "loss": 1.3861, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 1.0551948051948053e-06, | |
| "loss": 1.4704, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 2.31, | |
| "learning_rate": 1.075487012987013e-06, | |
| "loss": 1.373, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 1.095779220779221e-06, | |
| "loss": 1.3331, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 1.1160714285714287e-06, | |
| "loss": 1.3973, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 1.1363636363636364e-06, | |
| "loss": 1.2745, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 1.1566558441558443e-06, | |
| "loss": 1.2652, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 1.176948051948052e-06, | |
| "loss": 1.1772, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 1.1972402597402598e-06, | |
| "loss": 1.2118, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 1.2175324675324677e-06, | |
| "loss": 1.1511, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 1.2378246753246754e-06, | |
| "loss": 1.1987, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 1.2581168831168834e-06, | |
| "loss": 1.1258, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 1.278409090909091e-06, | |
| "loss": 1.1209, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 1.2987012987012986e-06, | |
| "loss": 1.1496, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 1.3189935064935067e-06, | |
| "loss": 1.0379, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 1.3392857142857143e-06, | |
| "loss": 1.1059, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 1.359577922077922e-06, | |
| "loss": 1.1168, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 1.3798701298701301e-06, | |
| "loss": 1.0525, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6962233169129721, | |
| "eval_loss": 0.9297933578491211, | |
| "eval_runtime": 47.245, | |
| "eval_samples_per_second": 25.781, | |
| "eval_steps_per_second": 1.63, | |
| "step": 343 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 1.4001623376623376e-06, | |
| "loss": 1.0494, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 1.4204545454545458e-06, | |
| "loss": 1.0545, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 1.4407467532467533e-06, | |
| "loss": 0.9587, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 1.461038961038961e-06, | |
| "loss": 0.9282, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 1.481331168831169e-06, | |
| "loss": 0.9952, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 1.5016233766233767e-06, | |
| "loss": 1.0251, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 1.5219155844155844e-06, | |
| "loss": 0.9288, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 1.5422077922077924e-06, | |
| "loss": 0.9591, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 1.5625e-06, | |
| "loss": 0.9768, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 1.5827922077922078e-06, | |
| "loss": 0.94, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 1.6030844155844157e-06, | |
| "loss": 0.9394, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 1.6233766233766235e-06, | |
| "loss": 0.9356, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 3.54, | |
| "learning_rate": 1.6436688311688312e-06, | |
| "loss": 0.8767, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 1.6639610389610391e-06, | |
| "loss": 0.757, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 1.6842532467532468e-06, | |
| "loss": 0.8279, | |
| "step": 415 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 1.7045454545454546e-06, | |
| "loss": 0.8506, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 1.7248376623376625e-06, | |
| "loss": 0.8643, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 1.7451298701298702e-06, | |
| "loss": 0.9211, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "learning_rate": 1.7654220779220782e-06, | |
| "loss": 0.8413, | |
| "step": 435 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "learning_rate": 1.7857142857142859e-06, | |
| "loss": 0.7988, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 1.8060064935064936e-06, | |
| "loss": 0.7708, | |
| "step": 445 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 1.8262987012987016e-06, | |
| "loss": 0.6857, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 3.97, | |
| "learning_rate": 1.8465909090909093e-06, | |
| "loss": 0.795, | |
| "step": 455 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.770935960591133, | |
| "eval_loss": 0.6579709649085999, | |
| "eval_runtime": 47.7238, | |
| "eval_samples_per_second": 25.522, | |
| "eval_steps_per_second": 1.613, | |
| "step": 458 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 1.866883116883117e-06, | |
| "loss": 0.6999, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 4.06, | |
| "learning_rate": 1.887175324675325e-06, | |
| "loss": 0.7453, | |
| "step": 465 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 1.9074675324675324e-06, | |
| "loss": 0.618, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 4.15, | |
| "learning_rate": 1.92775974025974e-06, | |
| "loss": 0.7828, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 4.19, | |
| "learning_rate": 1.9480519480519483e-06, | |
| "loss": 0.7425, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 4.24, | |
| "learning_rate": 1.968344155844156e-06, | |
| "loss": 0.6702, | |
| "step": 485 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 1.9886363636363638e-06, | |
| "loss": 0.8407, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "learning_rate": 2.0089285714285715e-06, | |
| "loss": 0.7639, | |
| "step": 495 | |
| }, | |
| { | |
| "epoch": 4.37, | |
| "learning_rate": 2.0292207792207792e-06, | |
| "loss": 0.7345, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 4.41, | |
| "learning_rate": 2.049512987012987e-06, | |
| "loss": 0.8418, | |
| "step": 505 | |
| }, | |
| { | |
| "epoch": 4.45, | |
| "learning_rate": 2.069805194805195e-06, | |
| "loss": 0.6487, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "learning_rate": 2.090097402597403e-06, | |
| "loss": 0.6811, | |
| "step": 515 | |
| }, | |
| { | |
| "epoch": 4.54, | |
| "learning_rate": 2.1103896103896105e-06, | |
| "loss": 0.6427, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 4.59, | |
| "learning_rate": 2.1306818181818183e-06, | |
| "loss": 0.6892, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 2.150974025974026e-06, | |
| "loss": 0.7313, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 4.67, | |
| "learning_rate": 2.171266233766234e-06, | |
| "loss": 0.7844, | |
| "step": 535 | |
| }, | |
| { | |
| "epoch": 4.72, | |
| "learning_rate": 2.191558441558442e-06, | |
| "loss": 0.6754, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 4.76, | |
| "learning_rate": 2.2118506493506496e-06, | |
| "loss": 0.7047, | |
| "step": 545 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "learning_rate": 2.2321428571428573e-06, | |
| "loss": 0.6764, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "learning_rate": 2.252435064935065e-06, | |
| "loss": 0.5848, | |
| "step": 555 | |
| }, | |
| { | |
| "epoch": 4.89, | |
| "learning_rate": 2.2727272727272728e-06, | |
| "loss": 0.6101, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 4.93, | |
| "learning_rate": 2.293019480519481e-06, | |
| "loss": 0.5865, | |
| "step": 565 | |
| }, | |
| { | |
| "epoch": 4.98, | |
| "learning_rate": 2.3133116883116886e-06, | |
| "loss": 0.5739, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8366174055829229, | |
| "eval_loss": 0.4716862440109253, | |
| "eval_runtime": 47.4118, | |
| "eval_samples_per_second": 25.69, | |
| "eval_steps_per_second": 1.624, | |
| "step": 572 | |
| }, | |
| { | |
| "epoch": 5.02, | |
| "learning_rate": 2.3336038961038964e-06, | |
| "loss": 0.5091, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 5.07, | |
| "learning_rate": 2.353896103896104e-06, | |
| "loss": 0.5958, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "learning_rate": 2.374188311688312e-06, | |
| "loss": 0.5332, | |
| "step": 585 | |
| }, | |
| { | |
| "epoch": 5.15, | |
| "learning_rate": 2.3944805194805195e-06, | |
| "loss": 0.5888, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "learning_rate": 2.4147727272727277e-06, | |
| "loss": 0.6929, | |
| "step": 595 | |
| }, | |
| { | |
| "epoch": 5.24, | |
| "learning_rate": 2.4350649350649354e-06, | |
| "loss": 0.6091, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "learning_rate": 2.455357142857143e-06, | |
| "loss": 0.5664, | |
| "step": 605 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "learning_rate": 2.475649350649351e-06, | |
| "loss": 0.5503, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "learning_rate": 2.4959415584415586e-06, | |
| "loss": 0.583, | |
| "step": 615 | |
| }, | |
| { | |
| "epoch": 5.41, | |
| "learning_rate": 2.5162337662337667e-06, | |
| "loss": 0.5986, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 5.46, | |
| "learning_rate": 2.536525974025974e-06, | |
| "loss": 0.6175, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 5.5, | |
| "learning_rate": 2.556818181818182e-06, | |
| "loss": 0.5965, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 5.55, | |
| "learning_rate": 2.57711038961039e-06, | |
| "loss": 0.4783, | |
| "step": 635 | |
| }, | |
| { | |
| "epoch": 5.59, | |
| "learning_rate": 2.597402597402597e-06, | |
| "loss": 0.5228, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 5.63, | |
| "learning_rate": 2.6176948051948053e-06, | |
| "loss": 0.6572, | |
| "step": 645 | |
| }, | |
| { | |
| "epoch": 5.68, | |
| "learning_rate": 2.6379870129870135e-06, | |
| "loss": 0.5293, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 5.72, | |
| "learning_rate": 2.658279220779221e-06, | |
| "loss": 0.4884, | |
| "step": 655 | |
| }, | |
| { | |
| "epoch": 5.76, | |
| "learning_rate": 2.6785714285714285e-06, | |
| "loss": 0.5902, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 5.81, | |
| "learning_rate": 2.6988636363636367e-06, | |
| "loss": 0.4701, | |
| "step": 665 | |
| }, | |
| { | |
| "epoch": 5.85, | |
| "learning_rate": 2.719155844155844e-06, | |
| "loss": 0.4623, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 5.9, | |
| "learning_rate": 2.739448051948052e-06, | |
| "loss": 0.4476, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 5.94, | |
| "learning_rate": 2.7597402597402603e-06, | |
| "loss": 0.4749, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 5.98, | |
| "learning_rate": 2.780032467532468e-06, | |
| "loss": 0.5821, | |
| "step": 685 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8850574712643678, | |
| "eval_loss": 0.3510984480381012, | |
| "eval_runtime": 47.4539, | |
| "eval_samples_per_second": 25.667, | |
| "eval_steps_per_second": 1.623, | |
| "step": 687 | |
| }, | |
| { | |
| "epoch": 6.03, | |
| "learning_rate": 2.8003246753246753e-06, | |
| "loss": 0.4662, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "learning_rate": 2.8206168831168834e-06, | |
| "loss": 0.3655, | |
| "step": 695 | |
| }, | |
| { | |
| "epoch": 6.11, | |
| "learning_rate": 2.8409090909090916e-06, | |
| "loss": 0.5519, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 6.16, | |
| "learning_rate": 2.861201298701299e-06, | |
| "loss": 0.5053, | |
| "step": 705 | |
| }, | |
| { | |
| "epoch": 6.2, | |
| "learning_rate": 2.8814935064935066e-06, | |
| "loss": 0.5677, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 6.24, | |
| "learning_rate": 2.9017857142857148e-06, | |
| "loss": 0.4138, | |
| "step": 715 | |
| }, | |
| { | |
| "epoch": 6.29, | |
| "learning_rate": 2.922077922077922e-06, | |
| "loss": 0.4516, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 6.33, | |
| "learning_rate": 2.94237012987013e-06, | |
| "loss": 0.4424, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 6.38, | |
| "learning_rate": 2.962662337662338e-06, | |
| "loss": 0.4724, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 6.42, | |
| "learning_rate": 2.9829545454545457e-06, | |
| "loss": 0.5281, | |
| "step": 735 | |
| }, | |
| { | |
| "epoch": 6.46, | |
| "learning_rate": 3.0032467532467534e-06, | |
| "loss": 0.3981, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 6.51, | |
| "learning_rate": 3.0235389610389615e-06, | |
| "loss": 0.4369, | |
| "step": 745 | |
| }, | |
| { | |
| "epoch": 6.55, | |
| "learning_rate": 3.043831168831169e-06, | |
| "loss": 0.4717, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 6.59, | |
| "learning_rate": 3.064123376623377e-06, | |
| "loss": 0.3732, | |
| "step": 755 | |
| }, | |
| { | |
| "epoch": 6.64, | |
| "learning_rate": 3.0844155844155847e-06, | |
| "loss": 0.5155, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 6.68, | |
| "learning_rate": 3.1047077922077924e-06, | |
| "loss": 0.4014, | |
| "step": 765 | |
| }, | |
| { | |
| "epoch": 6.72, | |
| "learning_rate": 3.125e-06, | |
| "loss": 0.4267, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 6.77, | |
| "learning_rate": 3.1452922077922083e-06, | |
| "loss": 0.4185, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 6.81, | |
| "learning_rate": 3.1655844155844156e-06, | |
| "loss": 0.4573, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 6.86, | |
| "learning_rate": 3.1858766233766237e-06, | |
| "loss": 0.4297, | |
| "step": 785 | |
| }, | |
| { | |
| "epoch": 6.9, | |
| "learning_rate": 3.2061688311688315e-06, | |
| "loss": 0.4326, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 6.94, | |
| "learning_rate": 3.226461038961039e-06, | |
| "loss": 0.3424, | |
| "step": 795 | |
| }, | |
| { | |
| "epoch": 6.99, | |
| "learning_rate": 3.246753246753247e-06, | |
| "loss": 0.4566, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9203612479474549, | |
| "eval_loss": 0.2704623341560364, | |
| "eval_runtime": 47.6081, | |
| "eval_samples_per_second": 25.584, | |
| "eval_steps_per_second": 1.617, | |
| "step": 801 | |
| }, | |
| { | |
| "epoch": 7.03, | |
| "learning_rate": 3.267045454545455e-06, | |
| "loss": 0.5424, | |
| "step": 805 | |
| }, | |
| { | |
| "epoch": 7.07, | |
| "learning_rate": 3.2873376623376624e-06, | |
| "loss": 0.3633, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "learning_rate": 3.3076298701298705e-06, | |
| "loss": 0.3712, | |
| "step": 815 | |
| }, | |
| { | |
| "epoch": 7.16, | |
| "learning_rate": 3.3279220779220782e-06, | |
| "loss": 0.3545, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "learning_rate": 3.3482142857142855e-06, | |
| "loss": 0.3979, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 7.25, | |
| "learning_rate": 3.3685064935064937e-06, | |
| "loss": 0.3465, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 7.29, | |
| "learning_rate": 3.388798701298702e-06, | |
| "loss": 0.355, | |
| "step": 835 | |
| }, | |
| { | |
| "epoch": 7.34, | |
| "learning_rate": 3.409090909090909e-06, | |
| "loss": 0.3266, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 7.38, | |
| "learning_rate": 3.4293831168831173e-06, | |
| "loss": 0.3264, | |
| "step": 845 | |
| }, | |
| { | |
| "epoch": 7.42, | |
| "learning_rate": 3.449675324675325e-06, | |
| "loss": 0.4101, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 7.47, | |
| "learning_rate": 3.4699675324675323e-06, | |
| "loss": 0.3877, | |
| "step": 855 | |
| }, | |
| { | |
| "epoch": 7.51, | |
| "learning_rate": 3.4902597402597405e-06, | |
| "loss": 0.3479, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 7.55, | |
| "learning_rate": 3.5105519480519486e-06, | |
| "loss": 0.3163, | |
| "step": 865 | |
| }, | |
| { | |
| "epoch": 7.6, | |
| "learning_rate": 3.5308441558441563e-06, | |
| "loss": 0.3154, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 7.64, | |
| "learning_rate": 3.5511363636363636e-06, | |
| "loss": 0.3221, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 7.69, | |
| "learning_rate": 3.5714285714285718e-06, | |
| "loss": 0.3248, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 7.73, | |
| "learning_rate": 3.59172077922078e-06, | |
| "loss": 0.3938, | |
| "step": 885 | |
| }, | |
| { | |
| "epoch": 7.77, | |
| "learning_rate": 3.6120129870129872e-06, | |
| "loss": 0.3077, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 7.82, | |
| "learning_rate": 3.6323051948051954e-06, | |
| "loss": 0.3841, | |
| "step": 895 | |
| }, | |
| { | |
| "epoch": 7.86, | |
| "learning_rate": 3.652597402597403e-06, | |
| "loss": 0.3472, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 7.9, | |
| "learning_rate": 3.6728896103896104e-06, | |
| "loss": 0.2981, | |
| "step": 905 | |
| }, | |
| { | |
| "epoch": 7.95, | |
| "learning_rate": 3.6931818181818186e-06, | |
| "loss": 0.2397, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 7.99, | |
| "learning_rate": 3.7134740259740267e-06, | |
| "loss": 0.2751, | |
| "step": 915 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9384236453201971, | |
| "eval_loss": 0.21142302453517914, | |
| "eval_runtime": 47.4205, | |
| "eval_samples_per_second": 25.685, | |
| "eval_steps_per_second": 1.624, | |
| "step": 916 | |
| }, | |
| { | |
| "epoch": 8.03, | |
| "learning_rate": 3.733766233766234e-06, | |
| "loss": 0.3534, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 8.08, | |
| "learning_rate": 3.7540584415584417e-06, | |
| "loss": 0.2201, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 8.12, | |
| "learning_rate": 3.77435064935065e-06, | |
| "loss": 0.284, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 8.17, | |
| "learning_rate": 3.794642857142857e-06, | |
| "loss": 0.2844, | |
| "step": 935 | |
| }, | |
| { | |
| "epoch": 8.21, | |
| "learning_rate": 3.814935064935065e-06, | |
| "loss": 0.2889, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 8.25, | |
| "learning_rate": 3.8352272727272735e-06, | |
| "loss": 0.3146, | |
| "step": 945 | |
| }, | |
| { | |
| "epoch": 8.3, | |
| "learning_rate": 3.85551948051948e-06, | |
| "loss": 0.3071, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 8.34, | |
| "learning_rate": 3.875811688311689e-06, | |
| "loss": 0.3546, | |
| "step": 955 | |
| }, | |
| { | |
| "epoch": 8.38, | |
| "learning_rate": 3.896103896103897e-06, | |
| "loss": 0.3454, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 8.43, | |
| "learning_rate": 3.916396103896104e-06, | |
| "loss": 0.3196, | |
| "step": 965 | |
| }, | |
| { | |
| "epoch": 8.47, | |
| "learning_rate": 3.936688311688312e-06, | |
| "loss": 0.276, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 8.52, | |
| "learning_rate": 3.95698051948052e-06, | |
| "loss": 0.2985, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 8.56, | |
| "learning_rate": 3.9772727272727275e-06, | |
| "loss": 0.332, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 8.6, | |
| "learning_rate": 3.997564935064935e-06, | |
| "loss": 0.2749, | |
| "step": 985 | |
| }, | |
| { | |
| "epoch": 8.65, | |
| "learning_rate": 4.017857142857143e-06, | |
| "loss": 0.2819, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 8.69, | |
| "learning_rate": 4.038149350649351e-06, | |
| "loss": 0.3132, | |
| "step": 995 | |
| }, | |
| { | |
| "epoch": 8.73, | |
| "learning_rate": 4.0584415584415584e-06, | |
| "loss": 0.3288, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 8.78, | |
| "learning_rate": 4.078733766233767e-06, | |
| "loss": 0.2985, | |
| "step": 1005 | |
| }, | |
| { | |
| "epoch": 8.82, | |
| "learning_rate": 4.099025974025974e-06, | |
| "loss": 0.3344, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 8.86, | |
| "learning_rate": 4.1193181818181825e-06, | |
| "loss": 0.2911, | |
| "step": 1015 | |
| }, | |
| { | |
| "epoch": 8.91, | |
| "learning_rate": 4.13961038961039e-06, | |
| "loss": 0.2336, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 8.95, | |
| "learning_rate": 4.159902597402598e-06, | |
| "loss": 0.3129, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "learning_rate": 4.180194805194806e-06, | |
| "loss": 0.2352, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9688013136288999, | |
| "eval_loss": 0.13030777871608734, | |
| "eval_runtime": 47.3249, | |
| "eval_samples_per_second": 25.737, | |
| "eval_steps_per_second": 1.627, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 9.04, | |
| "learning_rate": 4.200487012987013e-06, | |
| "loss": 0.3073, | |
| "step": 1035 | |
| }, | |
| { | |
| "epoch": 9.08, | |
| "learning_rate": 4.220779220779221e-06, | |
| "loss": 0.2497, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "learning_rate": 4.241071428571429e-06, | |
| "loss": 0.2582, | |
| "step": 1045 | |
| }, | |
| { | |
| "epoch": 9.17, | |
| "learning_rate": 4.2613636363636365e-06, | |
| "loss": 0.2629, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 9.21, | |
| "learning_rate": 4.281655844155844e-06, | |
| "loss": 0.3715, | |
| "step": 1055 | |
| }, | |
| { | |
| "epoch": 9.26, | |
| "learning_rate": 4.301948051948052e-06, | |
| "loss": 0.2179, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "learning_rate": 4.3222402597402605e-06, | |
| "loss": 0.2298, | |
| "step": 1065 | |
| }, | |
| { | |
| "epoch": 9.34, | |
| "learning_rate": 4.342532467532468e-06, | |
| "loss": 0.3508, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 9.39, | |
| "learning_rate": 4.362824675324675e-06, | |
| "loss": 0.2501, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 9.43, | |
| "learning_rate": 4.383116883116884e-06, | |
| "loss": 0.2063, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 9.48, | |
| "learning_rate": 4.4034090909090914e-06, | |
| "loss": 0.1413, | |
| "step": 1085 | |
| }, | |
| { | |
| "epoch": 9.52, | |
| "learning_rate": 4.423701298701299e-06, | |
| "loss": 0.2101, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 9.56, | |
| "learning_rate": 4.443993506493507e-06, | |
| "loss": 0.2291, | |
| "step": 1095 | |
| }, | |
| { | |
| "epoch": 9.61, | |
| "learning_rate": 4.464285714285715e-06, | |
| "loss": 0.2546, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 9.65, | |
| "learning_rate": 4.484577922077922e-06, | |
| "loss": 0.287, | |
| "step": 1105 | |
| }, | |
| { | |
| "epoch": 9.69, | |
| "learning_rate": 4.50487012987013e-06, | |
| "loss": 0.2189, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 9.74, | |
| "learning_rate": 4.525162337662339e-06, | |
| "loss": 0.211, | |
| "step": 1115 | |
| }, | |
| { | |
| "epoch": 9.78, | |
| "learning_rate": 4.5454545454545455e-06, | |
| "loss": 0.226, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 9.83, | |
| "learning_rate": 4.565746753246753e-06, | |
| "loss": 0.3594, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 9.87, | |
| "learning_rate": 4.586038961038962e-06, | |
| "loss": 0.2186, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 9.91, | |
| "learning_rate": 4.606331168831169e-06, | |
| "loss": 0.2522, | |
| "step": 1135 | |
| }, | |
| { | |
| "epoch": 9.96, | |
| "learning_rate": 4.626623376623377e-06, | |
| "loss": 0.1542, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 4.646915584415585e-06, | |
| "loss": 0.1831, | |
| "step": 1145 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.9688013136288999, | |
| "eval_loss": 0.11936096101999283, | |
| "eval_runtime": 47.5458, | |
| "eval_samples_per_second": 25.617, | |
| "eval_steps_per_second": 1.619, | |
| "step": 1145 | |
| }, | |
| { | |
| "epoch": 10.04, | |
| "learning_rate": 4.667207792207793e-06, | |
| "loss": 0.1742, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 10.09, | |
| "learning_rate": 4.6875000000000004e-06, | |
| "loss": 0.2575, | |
| "step": 1155 | |
| }, | |
| { | |
| "epoch": 10.13, | |
| "learning_rate": 4.707792207792208e-06, | |
| "loss": 0.1794, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 10.17, | |
| "learning_rate": 4.728084415584416e-06, | |
| "loss": 0.2451, | |
| "step": 1165 | |
| }, | |
| { | |
| "epoch": 10.22, | |
| "learning_rate": 4.748376623376624e-06, | |
| "loss": 0.2675, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 10.26, | |
| "learning_rate": 4.768668831168831e-06, | |
| "loss": 0.2399, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 10.31, | |
| "learning_rate": 4.788961038961039e-06, | |
| "loss": 0.2345, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 10.35, | |
| "learning_rate": 4.809253246753247e-06, | |
| "loss": 0.2109, | |
| "step": 1185 | |
| }, | |
| { | |
| "epoch": 10.39, | |
| "learning_rate": 4.829545454545455e-06, | |
| "loss": 0.2612, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 10.44, | |
| "learning_rate": 4.849837662337662e-06, | |
| "loss": 0.1786, | |
| "step": 1195 | |
| }, | |
| { | |
| "epoch": 10.48, | |
| "learning_rate": 4.870129870129871e-06, | |
| "loss": 0.2758, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 10.52, | |
| "learning_rate": 4.8904220779220785e-06, | |
| "loss": 0.2478, | |
| "step": 1205 | |
| }, | |
| { | |
| "epoch": 10.57, | |
| "learning_rate": 4.910714285714286e-06, | |
| "loss": 0.2829, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 10.61, | |
| "learning_rate": 4.931006493506494e-06, | |
| "loss": 0.2255, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 10.66, | |
| "learning_rate": 4.951298701298702e-06, | |
| "loss": 0.207, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 10.7, | |
| "learning_rate": 4.9715909090909094e-06, | |
| "loss": 0.2014, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 10.74, | |
| "learning_rate": 4.991883116883117e-06, | |
| "loss": 0.2433, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 10.79, | |
| "learning_rate": 4.889705882352942e-06, | |
| "loss": 0.2324, | |
| "step": 1235 | |
| }, | |
| { | |
| "epoch": 10.83, | |
| "learning_rate": 4.705882352941177e-06, | |
| "loss": 0.2457, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 10.87, | |
| "learning_rate": 4.522058823529412e-06, | |
| "loss": 0.2169, | |
| "step": 1245 | |
| }, | |
| { | |
| "epoch": 10.92, | |
| "learning_rate": 4.3382352941176475e-06, | |
| "loss": 0.2155, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 10.96, | |
| "learning_rate": 4.154411764705883e-06, | |
| "loss": 0.1515, | |
| "step": 1255 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_accuracy": 0.986863711001642, | |
| "eval_loss": 0.06730249524116516, | |
| "eval_runtime": 47.4532, | |
| "eval_samples_per_second": 25.667, | |
| "eval_steps_per_second": 1.623, | |
| "step": 1259 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "learning_rate": 3.970588235294118e-06, | |
| "loss": 0.1638, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 11.05, | |
| "learning_rate": 3.786764705882353e-06, | |
| "loss": 0.1321, | |
| "step": 1265 | |
| }, | |
| { | |
| "epoch": 11.09, | |
| "learning_rate": 3.6029411764705883e-06, | |
| "loss": 0.1586, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 11.14, | |
| "learning_rate": 3.419117647058824e-06, | |
| "loss": 0.1369, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 11.18, | |
| "learning_rate": 3.2352941176470594e-06, | |
| "loss": 0.1217, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 11.22, | |
| "learning_rate": 3.0514705882352947e-06, | |
| "loss": 0.1539, | |
| "step": 1285 | |
| }, | |
| { | |
| "epoch": 11.27, | |
| "learning_rate": 2.8676470588235296e-06, | |
| "loss": 0.1937, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 11.31, | |
| "learning_rate": 2.683823529411765e-06, | |
| "loss": 0.1711, | |
| "step": 1295 | |
| }, | |
| { | |
| "epoch": 11.35, | |
| "learning_rate": 2.5e-06, | |
| "loss": 0.1968, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 11.4, | |
| "learning_rate": 2.3161764705882355e-06, | |
| "loss": 0.1667, | |
| "step": 1305 | |
| }, | |
| { | |
| "epoch": 11.44, | |
| "learning_rate": 2.132352941176471e-06, | |
| "loss": 0.1743, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 11.48, | |
| "learning_rate": 1.948529411764706e-06, | |
| "loss": 0.1271, | |
| "step": 1315 | |
| }, | |
| { | |
| "epoch": 11.53, | |
| "learning_rate": 1.7647058823529414e-06, | |
| "loss": 0.1085, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 11.57, | |
| "learning_rate": 1.5808823529411765e-06, | |
| "loss": 0.2339, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 11.62, | |
| "learning_rate": 1.3970588235294119e-06, | |
| "loss": 0.1406, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 11.66, | |
| "learning_rate": 1.2132352941176472e-06, | |
| "loss": 0.088, | |
| "step": 1335 | |
| }, | |
| { | |
| "epoch": 11.7, | |
| "learning_rate": 1.0294117647058825e-06, | |
| "loss": 0.1128, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 11.75, | |
| "learning_rate": 8.455882352941178e-07, | |
| "loss": 0.131, | |
| "step": 1345 | |
| }, | |
| { | |
| "epoch": 11.79, | |
| "learning_rate": 6.61764705882353e-07, | |
| "loss": 0.1513, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 11.83, | |
| "learning_rate": 4.779411764705882e-07, | |
| "loss": 0.1848, | |
| "step": 1355 | |
| }, | |
| { | |
| "epoch": 11.88, | |
| "learning_rate": 2.9411764705882356e-07, | |
| "loss": 0.1777, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 11.92, | |
| "learning_rate": 1.1029411764705884e-07, | |
| "loss": 0.204, | |
| "step": 1365 | |
| }, | |
| { | |
| "epoch": 11.95, | |
| "eval_accuracy": 0.9901477832512315, | |
| "eval_loss": 0.048802148550748825, | |
| "eval_runtime": 47.5685, | |
| "eval_samples_per_second": 25.605, | |
| "eval_steps_per_second": 1.619, | |
| "step": 1368 | |
| }, | |
| { | |
| "epoch": 11.95, | |
| "step": 1368, | |
| "total_flos": 1.195686793821323e+19, | |
| "train_loss": 0.7552440928088294, | |
| "train_runtime": 8820.1099, | |
| "train_samples_per_second": 4.967, | |
| "train_steps_per_second": 0.155 | |
| } | |
| ], | |
| "max_steps": 1368, | |
| "num_train_epochs": 12, | |
| "total_flos": 1.195686793821323e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |