|
{ |
|
"best_metric": 0.9943422913719944, |
|
"best_model_checkpoint": "swinv2-large-patch4-window12to16-192to256-22kto1k-ft-finetuned-BreastCancer-BreakHis-AH-60-20-20/checkpoint-1194", |
|
"epoch": 7.0, |
|
"global_step": 1393, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 3.586800573888092e-07, |
|
"loss": 0.7746, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 7.173601147776184e-07, |
|
"loss": 0.739, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 1.0760401721664278e-06, |
|
"loss": 0.7228, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 1.4347202295552369e-06, |
|
"loss": 0.7082, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 1.793400286944046e-06, |
|
"loss": 0.6802, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 2.1520803443328555e-06, |
|
"loss": 0.6662, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"learning_rate": 2.5107604017216644e-06, |
|
"loss": 0.631, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 2.8694404591104738e-06, |
|
"loss": 0.6168, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 3.2281205164992827e-06, |
|
"loss": 0.5649, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 3.586800573888092e-06, |
|
"loss": 0.5661, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 3.945480631276901e-06, |
|
"loss": 0.4748, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 4.304160688665711e-06, |
|
"loss": 0.4842, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 4.66284074605452e-06, |
|
"loss": 0.4239, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"learning_rate": 5.021520803443329e-06, |
|
"loss": 0.4256, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 5.380200860832138e-06, |
|
"loss": 0.3675, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 5.7388809182209475e-06, |
|
"loss": 0.3646, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"learning_rate": 6.0975609756097564e-06, |
|
"loss": 0.3939, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 6.456241032998565e-06, |
|
"loss": 0.3783, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 6.814921090387374e-06, |
|
"loss": 0.4425, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 7.173601147776184e-06, |
|
"loss": 0.348, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 7.532281205164993e-06, |
|
"loss": 0.3337, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 7.890961262553803e-06, |
|
"loss": 0.2808, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 8.249641319942612e-06, |
|
"loss": 0.3154, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 8.608321377331422e-06, |
|
"loss": 0.2637, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 8.967001434720231e-06, |
|
"loss": 0.2857, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 9.32568149210904e-06, |
|
"loss": 0.2633, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 9.684361549497849e-06, |
|
"loss": 0.3059, |
|
"step": 135 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 1.0043041606886658e-05, |
|
"loss": 0.2524, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 1.0401721664275467e-05, |
|
"loss": 0.2154, |
|
"step": 145 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"learning_rate": 1.0760401721664276e-05, |
|
"loss": 0.3399, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 1.1119081779053084e-05, |
|
"loss": 0.2305, |
|
"step": 155 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 1.1477761836441895e-05, |
|
"loss": 0.2263, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 1.1836441893830704e-05, |
|
"loss": 0.1931, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 1.2195121951219513e-05, |
|
"loss": 0.2317, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"learning_rate": 1.2553802008608323e-05, |
|
"loss": 0.2118, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 1.291248206599713e-05, |
|
"loss": 0.1408, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 1.3271162123385941e-05, |
|
"loss": 0.24, |
|
"step": 185 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"learning_rate": 1.3629842180774748e-05, |
|
"loss": 0.2579, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"learning_rate": 1.3988522238163559e-05, |
|
"loss": 0.2053, |
|
"step": 195 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9495520980669495, |
|
"eval_loss": 0.1227400153875351, |
|
"eval_runtime": 524.4475, |
|
"eval_samples_per_second": 4.044, |
|
"eval_steps_per_second": 0.507, |
|
"step": 199 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 1.4347202295552368e-05, |
|
"loss": 0.2, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 1.4705882352941177e-05, |
|
"loss": 0.2002, |
|
"step": 205 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 1.5064562410329986e-05, |
|
"loss": 0.2141, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 1.5423242467718796e-05, |
|
"loss": 0.2358, |
|
"step": 215 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 1.5781922525107605e-05, |
|
"loss": 0.1788, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 1.6140602582496414e-05, |
|
"loss": 0.0829, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 1.6499282639885223e-05, |
|
"loss": 0.205, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 1.6857962697274032e-05, |
|
"loss": 0.1433, |
|
"step": 235 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 1.7216642754662844e-05, |
|
"loss": 0.162, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 1.757532281205165e-05, |
|
"loss": 0.2635, |
|
"step": 245 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 1.7934002869440462e-05, |
|
"loss": 0.2703, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 1.8292682926829268e-05, |
|
"loss": 0.239, |
|
"step": 255 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 1.865136298421808e-05, |
|
"loss": 0.2087, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 1.9010043041606885e-05, |
|
"loss": 0.206, |
|
"step": 265 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 1.9368723098995698e-05, |
|
"loss": 0.1916, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 1.9727403156384507e-05, |
|
"loss": 0.2102, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 1.41, |
|
"learning_rate": 2.0086083213773316e-05, |
|
"loss": 0.1304, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"learning_rate": 2.0444763271162124e-05, |
|
"loss": 0.1707, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 2.0803443328550933e-05, |
|
"loss": 0.0719, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"learning_rate": 2.1162123385939742e-05, |
|
"loss": 0.22, |
|
"step": 295 |
|
}, |
|
{ |
|
"epoch": 1.51, |
|
"learning_rate": 2.152080344332855e-05, |
|
"loss": 0.2759, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 2.187948350071736e-05, |
|
"loss": 0.2507, |
|
"step": 305 |
|
}, |
|
{ |
|
"epoch": 1.56, |
|
"learning_rate": 2.223816355810617e-05, |
|
"loss": 0.2151, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 2.259684361549498e-05, |
|
"loss": 0.1902, |
|
"step": 315 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 2.295552367288379e-05, |
|
"loss": 0.3037, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 2.33142037302726e-05, |
|
"loss": 0.2278, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 1.66, |
|
"learning_rate": 2.3672883787661408e-05, |
|
"loss": 0.2791, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"learning_rate": 2.4031563845050217e-05, |
|
"loss": 0.1363, |
|
"step": 335 |
|
}, |
|
{ |
|
"epoch": 1.71, |
|
"learning_rate": 2.4390243902439026e-05, |
|
"loss": 0.2639, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 2.4748923959827835e-05, |
|
"loss": 0.108, |
|
"step": 345 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 2.5107604017216647e-05, |
|
"loss": 0.1188, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 2.5466284074605452e-05, |
|
"loss": 0.1908, |
|
"step": 355 |
|
}, |
|
{ |
|
"epoch": 1.81, |
|
"learning_rate": 2.582496413199426e-05, |
|
"loss": 0.1316, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 2.6183644189383074e-05, |
|
"loss": 0.2164, |
|
"step": 365 |
|
}, |
|
{ |
|
"epoch": 1.86, |
|
"learning_rate": 2.6542324246771883e-05, |
|
"loss": 0.1956, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"learning_rate": 2.6901004304160688e-05, |
|
"loss": 0.1178, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"learning_rate": 2.7259684361549497e-05, |
|
"loss": 0.2018, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 2.761836441893831e-05, |
|
"loss": 0.1793, |
|
"step": 385 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"learning_rate": 2.7977044476327118e-05, |
|
"loss": 0.1478, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 2.833572453371593e-05, |
|
"loss": 0.1302, |
|
"step": 395 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9735973597359736, |
|
"eval_loss": 0.06645132601261139, |
|
"eval_runtime": 102.5426, |
|
"eval_samples_per_second": 20.684, |
|
"eval_steps_per_second": 2.594, |
|
"step": 398 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 2.8694404591104736e-05, |
|
"loss": 0.137, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 2.9053084648493545e-05, |
|
"loss": 0.1309, |
|
"step": 405 |
|
}, |
|
{ |
|
"epoch": 2.06, |
|
"learning_rate": 2.9411764705882354e-05, |
|
"loss": 0.1257, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"learning_rate": 2.9770444763271166e-05, |
|
"loss": 0.1457, |
|
"step": 415 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"learning_rate": 3.012912482065997e-05, |
|
"loss": 0.259, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"learning_rate": 3.048780487804878e-05, |
|
"loss": 0.1984, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"learning_rate": 3.084648493543759e-05, |
|
"loss": 0.1493, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 2.19, |
|
"learning_rate": 3.1205164992826405e-05, |
|
"loss": 0.1391, |
|
"step": 435 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 3.156384505021521e-05, |
|
"loss": 0.1312, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 3.1922525107604016e-05, |
|
"loss": 0.1164, |
|
"step": 445 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 3.228120516499283e-05, |
|
"loss": 0.1189, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 2.29, |
|
"learning_rate": 3.263988522238164e-05, |
|
"loss": 0.1296, |
|
"step": 455 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"learning_rate": 3.2998565279770446e-05, |
|
"loss": 0.078, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 2.34, |
|
"learning_rate": 3.335724533715925e-05, |
|
"loss": 0.0943, |
|
"step": 465 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"learning_rate": 3.3715925394548064e-05, |
|
"loss": 0.0932, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"learning_rate": 3.4074605451936876e-05, |
|
"loss": 0.1722, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 2.41, |
|
"learning_rate": 3.443328550932569e-05, |
|
"loss": 0.2213, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"learning_rate": 3.479196556671449e-05, |
|
"loss": 0.1573, |
|
"step": 485 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"learning_rate": 3.51506456241033e-05, |
|
"loss": 0.2181, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"learning_rate": 3.550932568149211e-05, |
|
"loss": 0.1229, |
|
"step": 495 |
|
}, |
|
{ |
|
"epoch": 2.51, |
|
"learning_rate": 3.5868005738880924e-05, |
|
"loss": 0.0817, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"learning_rate": 3.622668579626973e-05, |
|
"loss": 0.0617, |
|
"step": 505 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 3.6585365853658535e-05, |
|
"loss": 0.2366, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"learning_rate": 3.694404591104735e-05, |
|
"loss": 0.1142, |
|
"step": 515 |
|
}, |
|
{ |
|
"epoch": 2.61, |
|
"learning_rate": 3.730272596843616e-05, |
|
"loss": 0.1394, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 2.64, |
|
"learning_rate": 3.7661406025824965e-05, |
|
"loss": 0.1163, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 2.66, |
|
"learning_rate": 3.802008608321377e-05, |
|
"loss": 0.1146, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 2.69, |
|
"learning_rate": 3.837876614060258e-05, |
|
"loss": 0.1014, |
|
"step": 535 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"learning_rate": 3.8737446197991395e-05, |
|
"loss": 0.0707, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"learning_rate": 3.909612625538021e-05, |
|
"loss": 0.1651, |
|
"step": 545 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 3.945480631276901e-05, |
|
"loss": 0.3627, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 2.79, |
|
"learning_rate": 3.981348637015782e-05, |
|
"loss": 0.1615, |
|
"step": 555 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 4.017216642754663e-05, |
|
"loss": 0.2595, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"learning_rate": 4.053084648493544e-05, |
|
"loss": 0.1507, |
|
"step": 565 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"learning_rate": 4.088952654232425e-05, |
|
"loss": 0.1336, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 2.89, |
|
"learning_rate": 4.1248206599713054e-05, |
|
"loss": 0.093, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 4.160688665710187e-05, |
|
"loss": 0.1895, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 2.94, |
|
"learning_rate": 4.196556671449068e-05, |
|
"loss": 0.1971, |
|
"step": 585 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"learning_rate": 4.2324246771879484e-05, |
|
"loss": 0.1536, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"learning_rate": 4.26829268292683e-05, |
|
"loss": 0.0784, |
|
"step": 595 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9778406412069779, |
|
"eval_loss": 0.05999346077442169, |
|
"eval_runtime": 102.3498, |
|
"eval_samples_per_second": 20.723, |
|
"eval_steps_per_second": 2.599, |
|
"step": 597 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 4.30416068866571e-05, |
|
"loss": 0.1106, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 4.3400286944045915e-05, |
|
"loss": 0.1983, |
|
"step": 605 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"learning_rate": 4.375896700143472e-05, |
|
"loss": 0.1241, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"learning_rate": 4.411764705882353e-05, |
|
"loss": 0.1141, |
|
"step": 615 |
|
}, |
|
{ |
|
"epoch": 3.12, |
|
"learning_rate": 4.447632711621234e-05, |
|
"loss": 0.1416, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 3.14, |
|
"learning_rate": 4.483500717360115e-05, |
|
"loss": 0.1494, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 3.17, |
|
"learning_rate": 4.519368723098996e-05, |
|
"loss": 0.0762, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"learning_rate": 4.555236728837877e-05, |
|
"loss": 0.1448, |
|
"step": 635 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"learning_rate": 4.591104734576758e-05, |
|
"loss": 0.1665, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 3.24, |
|
"learning_rate": 4.6269727403156386e-05, |
|
"loss": 0.0737, |
|
"step": 645 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"learning_rate": 4.66284074605452e-05, |
|
"loss": 0.0924, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 3.29, |
|
"learning_rate": 4.6987087517934004e-05, |
|
"loss": 0.1181, |
|
"step": 655 |
|
}, |
|
{ |
|
"epoch": 3.32, |
|
"learning_rate": 4.7345767575322816e-05, |
|
"loss": 0.2936, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 3.34, |
|
"learning_rate": 4.770444763271162e-05, |
|
"loss": 0.1374, |
|
"step": 665 |
|
}, |
|
{ |
|
"epoch": 3.37, |
|
"learning_rate": 4.8063127690100434e-05, |
|
"loss": 0.1504, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"learning_rate": 4.842180774748924e-05, |
|
"loss": 0.2001, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"learning_rate": 4.878048780487805e-05, |
|
"loss": 0.0628, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 3.44, |
|
"learning_rate": 4.9139167862266864e-05, |
|
"loss": 0.116, |
|
"step": 685 |
|
}, |
|
{ |
|
"epoch": 3.47, |
|
"learning_rate": 4.949784791965567e-05, |
|
"loss": 0.1345, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 3.49, |
|
"learning_rate": 4.9856527977044475e-05, |
|
"loss": 0.119, |
|
"step": 695 |
|
}, |
|
{ |
|
"epoch": 3.52, |
|
"learning_rate": 4.978448275862069e-05, |
|
"loss": 0.0882, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 3.54, |
|
"learning_rate": 4.9425287356321845e-05, |
|
"loss": 0.0853, |
|
"step": 705 |
|
}, |
|
{ |
|
"epoch": 3.57, |
|
"learning_rate": 4.906609195402299e-05, |
|
"loss": 0.2363, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 3.59, |
|
"learning_rate": 4.870689655172414e-05, |
|
"loss": 0.1878, |
|
"step": 715 |
|
}, |
|
{ |
|
"epoch": 3.62, |
|
"learning_rate": 4.834770114942529e-05, |
|
"loss": 0.0954, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 3.64, |
|
"learning_rate": 4.798850574712644e-05, |
|
"loss": 0.1891, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 3.67, |
|
"learning_rate": 4.762931034482759e-05, |
|
"loss": 0.1562, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 3.69, |
|
"learning_rate": 4.7270114942528734e-05, |
|
"loss": 0.1207, |
|
"step": 735 |
|
}, |
|
{ |
|
"epoch": 3.72, |
|
"learning_rate": 4.6910919540229886e-05, |
|
"loss": 0.096, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 3.74, |
|
"learning_rate": 4.655172413793104e-05, |
|
"loss": 0.1072, |
|
"step": 745 |
|
}, |
|
{ |
|
"epoch": 3.77, |
|
"learning_rate": 4.619252873563218e-05, |
|
"loss": 0.0718, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 3.79, |
|
"learning_rate": 4.5833333333333334e-05, |
|
"loss": 0.0622, |
|
"step": 755 |
|
}, |
|
{ |
|
"epoch": 3.82, |
|
"learning_rate": 4.5474137931034485e-05, |
|
"loss": 0.1661, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 3.84, |
|
"learning_rate": 4.511494252873563e-05, |
|
"loss": 0.1559, |
|
"step": 765 |
|
}, |
|
{ |
|
"epoch": 3.87, |
|
"learning_rate": 4.475574712643678e-05, |
|
"loss": 0.1195, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 3.89, |
|
"learning_rate": 4.4396551724137933e-05, |
|
"loss": 0.105, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 3.92, |
|
"learning_rate": 4.4037356321839085e-05, |
|
"loss": 0.0764, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 3.94, |
|
"learning_rate": 4.367816091954024e-05, |
|
"loss": 0.1322, |
|
"step": 785 |
|
}, |
|
{ |
|
"epoch": 3.97, |
|
"learning_rate": 4.331896551724138e-05, |
|
"loss": 0.0829, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 3.99, |
|
"learning_rate": 4.295977011494253e-05, |
|
"loss": 0.1181, |
|
"step": 795 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9849127769919849, |
|
"eval_loss": 0.04494262859225273, |
|
"eval_runtime": 102.4081, |
|
"eval_samples_per_second": 20.711, |
|
"eval_steps_per_second": 2.597, |
|
"step": 796 |
|
}, |
|
{ |
|
"epoch": 4.02, |
|
"learning_rate": 4.2600574712643685e-05, |
|
"loss": 0.1042, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 4.05, |
|
"learning_rate": 4.224137931034483e-05, |
|
"loss": 0.0089, |
|
"step": 805 |
|
}, |
|
{ |
|
"epoch": 4.07, |
|
"learning_rate": 4.188218390804598e-05, |
|
"loss": 0.1135, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 4.1, |
|
"learning_rate": 4.1522988505747126e-05, |
|
"loss": 0.0473, |
|
"step": 815 |
|
}, |
|
{ |
|
"epoch": 4.12, |
|
"learning_rate": 4.116379310344828e-05, |
|
"loss": 0.2587, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 4.15, |
|
"learning_rate": 4.080459770114943e-05, |
|
"loss": 0.1912, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 4.17, |
|
"learning_rate": 4.0445402298850574e-05, |
|
"loss": 0.1441, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 4.2, |
|
"learning_rate": 4.0086206896551726e-05, |
|
"loss": 0.0334, |
|
"step": 835 |
|
}, |
|
{ |
|
"epoch": 4.22, |
|
"learning_rate": 3.972701149425288e-05, |
|
"loss": 0.0537, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 4.25, |
|
"learning_rate": 3.936781609195402e-05, |
|
"loss": 0.1477, |
|
"step": 845 |
|
}, |
|
{ |
|
"epoch": 4.27, |
|
"learning_rate": 3.9008620689655174e-05, |
|
"loss": 0.0594, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 4.3, |
|
"learning_rate": 3.8649425287356325e-05, |
|
"loss": 0.0833, |
|
"step": 855 |
|
}, |
|
{ |
|
"epoch": 4.32, |
|
"learning_rate": 3.829022988505747e-05, |
|
"loss": 0.1532, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 4.35, |
|
"learning_rate": 3.793103448275862e-05, |
|
"loss": 0.1087, |
|
"step": 865 |
|
}, |
|
{ |
|
"epoch": 4.37, |
|
"learning_rate": 3.7571839080459766e-05, |
|
"loss": 0.1735, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 4.4, |
|
"learning_rate": 3.721264367816092e-05, |
|
"loss": 0.1434, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 4.42, |
|
"learning_rate": 3.685344827586207e-05, |
|
"loss": 0.1227, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 4.45, |
|
"learning_rate": 3.649425287356322e-05, |
|
"loss": 0.1714, |
|
"step": 885 |
|
}, |
|
{ |
|
"epoch": 4.47, |
|
"learning_rate": 3.613505747126437e-05, |
|
"loss": 0.1588, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 4.5, |
|
"learning_rate": 3.5775862068965524e-05, |
|
"loss": 0.1283, |
|
"step": 895 |
|
}, |
|
{ |
|
"epoch": 4.52, |
|
"learning_rate": 3.541666666666667e-05, |
|
"loss": 0.0578, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 4.55, |
|
"learning_rate": 3.505747126436782e-05, |
|
"loss": 0.119, |
|
"step": 905 |
|
}, |
|
{ |
|
"epoch": 4.57, |
|
"learning_rate": 3.4698275862068966e-05, |
|
"loss": 0.0986, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 4.6, |
|
"learning_rate": 3.433908045977012e-05, |
|
"loss": 0.0577, |
|
"step": 915 |
|
}, |
|
{ |
|
"epoch": 4.62, |
|
"learning_rate": 3.397988505747127e-05, |
|
"loss": 0.0148, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 4.65, |
|
"learning_rate": 3.3620689655172414e-05, |
|
"loss": 0.0293, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 4.67, |
|
"learning_rate": 3.3261494252873565e-05, |
|
"loss": 0.0276, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 4.7, |
|
"learning_rate": 3.290229885057472e-05, |
|
"loss": 0.0033, |
|
"step": 935 |
|
}, |
|
{ |
|
"epoch": 4.72, |
|
"learning_rate": 3.254310344827586e-05, |
|
"loss": 0.0977, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 4.75, |
|
"learning_rate": 3.218390804597701e-05, |
|
"loss": 0.0749, |
|
"step": 945 |
|
}, |
|
{ |
|
"epoch": 4.77, |
|
"learning_rate": 3.1824712643678165e-05, |
|
"loss": 0.0323, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 4.8, |
|
"learning_rate": 3.146551724137931e-05, |
|
"loss": 0.1322, |
|
"step": 955 |
|
}, |
|
{ |
|
"epoch": 4.82, |
|
"learning_rate": 3.110632183908046e-05, |
|
"loss": 0.081, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 4.85, |
|
"learning_rate": 3.0747126436781606e-05, |
|
"loss": 0.1045, |
|
"step": 965 |
|
}, |
|
{ |
|
"epoch": 4.87, |
|
"learning_rate": 3.0387931034482758e-05, |
|
"loss": 0.1323, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 4.9, |
|
"learning_rate": 3.0028735632183906e-05, |
|
"loss": 0.2384, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 4.92, |
|
"learning_rate": 2.9669540229885058e-05, |
|
"loss": 0.0663, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 4.95, |
|
"learning_rate": 2.9310344827586206e-05, |
|
"loss": 0.0836, |
|
"step": 985 |
|
}, |
|
{ |
|
"epoch": 4.97, |
|
"learning_rate": 2.8951149425287354e-05, |
|
"loss": 0.1856, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 2.859195402298851e-05, |
|
"loss": 0.208, |
|
"step": 995 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9886845827439887, |
|
"eval_loss": 0.03925405070185661, |
|
"eval_runtime": 102.5066, |
|
"eval_samples_per_second": 20.691, |
|
"eval_steps_per_second": 2.595, |
|
"step": 995 |
|
}, |
|
{ |
|
"epoch": 5.03, |
|
"learning_rate": 2.8232758620689657e-05, |
|
"loss": 0.0379, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 5.05, |
|
"learning_rate": 2.787356321839081e-05, |
|
"loss": 0.1243, |
|
"step": 1005 |
|
}, |
|
{ |
|
"epoch": 5.08, |
|
"learning_rate": 2.7514367816091957e-05, |
|
"loss": 0.0983, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 5.1, |
|
"learning_rate": 2.7155172413793105e-05, |
|
"loss": 0.0448, |
|
"step": 1015 |
|
}, |
|
{ |
|
"epoch": 5.13, |
|
"learning_rate": 2.6795977011494257e-05, |
|
"loss": 0.1149, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 5.15, |
|
"learning_rate": 2.6436781609195405e-05, |
|
"loss": 0.0619, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 5.18, |
|
"learning_rate": 2.6077586206896553e-05, |
|
"loss": 0.1441, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 5.2, |
|
"learning_rate": 2.57183908045977e-05, |
|
"loss": 0.0575, |
|
"step": 1035 |
|
}, |
|
{ |
|
"epoch": 5.23, |
|
"learning_rate": 2.5359195402298853e-05, |
|
"loss": 0.067, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 5.25, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.0616, |
|
"step": 1045 |
|
}, |
|
{ |
|
"epoch": 5.28, |
|
"learning_rate": 2.464080459770115e-05, |
|
"loss": 0.0797, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 5.3, |
|
"learning_rate": 2.42816091954023e-05, |
|
"loss": 0.043, |
|
"step": 1055 |
|
}, |
|
{ |
|
"epoch": 5.33, |
|
"learning_rate": 2.392241379310345e-05, |
|
"loss": 0.0809, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 5.35, |
|
"learning_rate": 2.3563218390804597e-05, |
|
"loss": 0.0548, |
|
"step": 1065 |
|
}, |
|
{ |
|
"epoch": 5.38, |
|
"learning_rate": 2.3204022988505746e-05, |
|
"loss": 0.0662, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 5.4, |
|
"learning_rate": 2.2844827586206897e-05, |
|
"loss": 0.1148, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 5.43, |
|
"learning_rate": 2.248563218390805e-05, |
|
"loss": 0.0548, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 5.45, |
|
"learning_rate": 2.2126436781609197e-05, |
|
"loss": 0.0658, |
|
"step": 1085 |
|
}, |
|
{ |
|
"epoch": 5.48, |
|
"learning_rate": 2.1767241379310345e-05, |
|
"loss": 0.0686, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 5.5, |
|
"learning_rate": 2.1408045977011497e-05, |
|
"loss": 0.1114, |
|
"step": 1095 |
|
}, |
|
{ |
|
"epoch": 5.53, |
|
"learning_rate": 2.1048850574712645e-05, |
|
"loss": 0.0262, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 5.55, |
|
"learning_rate": 2.0689655172413793e-05, |
|
"loss": 0.0745, |
|
"step": 1105 |
|
}, |
|
{ |
|
"epoch": 5.58, |
|
"learning_rate": 2.033045977011494e-05, |
|
"loss": 0.1139, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 5.6, |
|
"learning_rate": 1.9971264367816093e-05, |
|
"loss": 0.1325, |
|
"step": 1115 |
|
}, |
|
{ |
|
"epoch": 5.63, |
|
"learning_rate": 1.961206896551724e-05, |
|
"loss": 0.0565, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 5.65, |
|
"learning_rate": 1.925287356321839e-05, |
|
"loss": 0.0274, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 5.68, |
|
"learning_rate": 1.889367816091954e-05, |
|
"loss": 0.1295, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 5.7, |
|
"learning_rate": 1.8534482758620693e-05, |
|
"loss": 0.0501, |
|
"step": 1135 |
|
}, |
|
{ |
|
"epoch": 5.73, |
|
"learning_rate": 1.817528735632184e-05, |
|
"loss": 0.0586, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 5.75, |
|
"learning_rate": 1.781609195402299e-05, |
|
"loss": 0.045, |
|
"step": 1145 |
|
}, |
|
{ |
|
"epoch": 5.78, |
|
"learning_rate": 1.7456896551724137e-05, |
|
"loss": 0.0226, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 5.8, |
|
"learning_rate": 1.709770114942529e-05, |
|
"loss": 0.0166, |
|
"step": 1155 |
|
}, |
|
{ |
|
"epoch": 5.83, |
|
"learning_rate": 1.6738505747126437e-05, |
|
"loss": 0.1241, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 5.85, |
|
"learning_rate": 1.6379310344827585e-05, |
|
"loss": 0.0243, |
|
"step": 1165 |
|
}, |
|
{ |
|
"epoch": 5.88, |
|
"learning_rate": 1.6020114942528737e-05, |
|
"loss": 0.0681, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 5.9, |
|
"learning_rate": 1.5660919540229885e-05, |
|
"loss": 0.0099, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 5.93, |
|
"learning_rate": 1.5301724137931033e-05, |
|
"loss": 0.0196, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 5.95, |
|
"learning_rate": 1.4942528735632185e-05, |
|
"loss": 0.1818, |
|
"step": 1185 |
|
}, |
|
{ |
|
"epoch": 5.98, |
|
"learning_rate": 1.4583333333333335e-05, |
|
"loss": 0.0057, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.9943422913719944, |
|
"eval_loss": 0.022870095446705818, |
|
"eval_runtime": 102.5148, |
|
"eval_samples_per_second": 20.69, |
|
"eval_steps_per_second": 2.595, |
|
"step": 1194 |
|
}, |
|
{ |
|
"epoch": 6.01, |
|
"learning_rate": 1.4224137931034485e-05, |
|
"loss": 0.0652, |
|
"step": 1195 |
|
}, |
|
{ |
|
"epoch": 6.03, |
|
"learning_rate": 1.3864942528735633e-05, |
|
"loss": 0.0672, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 6.06, |
|
"learning_rate": 1.3505747126436783e-05, |
|
"loss": 0.0322, |
|
"step": 1205 |
|
}, |
|
{ |
|
"epoch": 6.08, |
|
"learning_rate": 1.3146551724137931e-05, |
|
"loss": 0.0374, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 6.11, |
|
"learning_rate": 1.2787356321839081e-05, |
|
"loss": 0.0112, |
|
"step": 1215 |
|
}, |
|
{ |
|
"epoch": 6.13, |
|
"learning_rate": 1.242816091954023e-05, |
|
"loss": 0.0284, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 6.16, |
|
"learning_rate": 1.206896551724138e-05, |
|
"loss": 0.0688, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 6.18, |
|
"learning_rate": 1.1709770114942529e-05, |
|
"loss": 0.0271, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 6.21, |
|
"learning_rate": 1.1350574712643679e-05, |
|
"loss": 0.0048, |
|
"step": 1235 |
|
}, |
|
{ |
|
"epoch": 6.23, |
|
"learning_rate": 1.0991379310344827e-05, |
|
"loss": 0.0699, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 6.26, |
|
"learning_rate": 1.0632183908045977e-05, |
|
"loss": 0.0951, |
|
"step": 1245 |
|
}, |
|
{ |
|
"epoch": 6.28, |
|
"learning_rate": 1.0272988505747127e-05, |
|
"loss": 0.0334, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 6.31, |
|
"learning_rate": 9.913793103448277e-06, |
|
"loss": 0.061, |
|
"step": 1255 |
|
}, |
|
{ |
|
"epoch": 6.33, |
|
"learning_rate": 9.554597701149425e-06, |
|
"loss": 0.0025, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 6.36, |
|
"learning_rate": 9.195402298850575e-06, |
|
"loss": 0.0532, |
|
"step": 1265 |
|
}, |
|
{ |
|
"epoch": 6.38, |
|
"learning_rate": 8.836206896551725e-06, |
|
"loss": 0.0359, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 6.41, |
|
"learning_rate": 8.477011494252873e-06, |
|
"loss": 0.0034, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 6.43, |
|
"learning_rate": 8.117816091954025e-06, |
|
"loss": 0.0309, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 6.46, |
|
"learning_rate": 7.758620689655173e-06, |
|
"loss": 0.012, |
|
"step": 1285 |
|
}, |
|
{ |
|
"epoch": 6.48, |
|
"learning_rate": 7.399425287356322e-06, |
|
"loss": 0.0651, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 6.51, |
|
"learning_rate": 7.040229885057471e-06, |
|
"loss": 0.0261, |
|
"step": 1295 |
|
}, |
|
{ |
|
"epoch": 6.53, |
|
"learning_rate": 6.68103448275862e-06, |
|
"loss": 0.0366, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 6.56, |
|
"learning_rate": 6.321839080459771e-06, |
|
"loss": 0.0095, |
|
"step": 1305 |
|
}, |
|
{ |
|
"epoch": 6.58, |
|
"learning_rate": 5.96264367816092e-06, |
|
"loss": 0.0244, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 6.61, |
|
"learning_rate": 5.603448275862069e-06, |
|
"loss": 0.0133, |
|
"step": 1315 |
|
}, |
|
{ |
|
"epoch": 6.63, |
|
"learning_rate": 5.244252873563219e-06, |
|
"loss": 0.0611, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 6.66, |
|
"learning_rate": 4.885057471264369e-06, |
|
"loss": 0.0558, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 6.68, |
|
"learning_rate": 4.525862068965518e-06, |
|
"loss": 0.0074, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 6.71, |
|
"learning_rate": 4.166666666666667e-06, |
|
"loss": 0.0219, |
|
"step": 1335 |
|
}, |
|
{ |
|
"epoch": 6.73, |
|
"learning_rate": 3.8074712643678163e-06, |
|
"loss": 0.0106, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 6.76, |
|
"learning_rate": 3.448275862068966e-06, |
|
"loss": 0.0009, |
|
"step": 1345 |
|
}, |
|
{ |
|
"epoch": 6.78, |
|
"learning_rate": 3.0890804597701153e-06, |
|
"loss": 0.0028, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 6.81, |
|
"learning_rate": 2.729885057471265e-06, |
|
"loss": 0.018, |
|
"step": 1355 |
|
}, |
|
{ |
|
"epoch": 6.83, |
|
"learning_rate": 2.370689655172414e-06, |
|
"loss": 0.0383, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 6.86, |
|
"learning_rate": 2.0114942528735633e-06, |
|
"loss": 0.0463, |
|
"step": 1365 |
|
}, |
|
{ |
|
"epoch": 6.88, |
|
"learning_rate": 1.6522988505747128e-06, |
|
"loss": 0.0113, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 6.91, |
|
"learning_rate": 1.293103448275862e-06, |
|
"loss": 0.0684, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 6.93, |
|
"learning_rate": 9.339080459770116e-07, |
|
"loss": 0.0319, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 6.96, |
|
"learning_rate": 5.747126436781609e-07, |
|
"loss": 0.0689, |
|
"step": 1385 |
|
}, |
|
{ |
|
"epoch": 6.98, |
|
"learning_rate": 2.1551724137931036e-07, |
|
"loss": 0.0017, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.9938708156529938, |
|
"eval_loss": 0.026258554309606552, |
|
"eval_runtime": 102.4925, |
|
"eval_samples_per_second": 20.694, |
|
"eval_steps_per_second": 2.595, |
|
"step": 1393 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"step": 1393, |
|
"total_flos": 1.0256650917539217e+19, |
|
"train_loss": 0.15325962240578392, |
|
"train_runtime": 8636.3959, |
|
"train_samples_per_second": 5.157, |
|
"train_steps_per_second": 0.161 |
|
} |
|
], |
|
"max_steps": 1393, |
|
"num_train_epochs": 7, |
|
"total_flos": 1.0256650917539217e+19, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|