| { | |
| "best_metric": 0.9856115107913669, | |
| "best_model_checkpoint": "beit-large-patch16-224-finetuned-eurosat-50/checkpoint-1464", | |
| "epoch": 12.0, | |
| "global_step": 1464, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 2.996965098634295e-07, | |
| "loss": 2.0438, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 3.1866464339908956e-07, | |
| "loss": 2.0206, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 3.376327769347496e-07, | |
| "loss": 2.0757, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 3.566009104704098e-07, | |
| "loss": 2.0002, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 3.7556904400606983e-07, | |
| "loss": 2.0448, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 3.945371775417299e-07, | |
| "loss": 2.0736, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 4.1350531107739005e-07, | |
| "loss": 2.0419, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 4.324734446130501e-07, | |
| "loss": 1.8874, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 4.5144157814871016e-07, | |
| "loss": 1.9695, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 4.7040971168437033e-07, | |
| "loss": 1.9367, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 4.893778452200304e-07, | |
| "loss": 1.9436, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 5.083459787556905e-07, | |
| "loss": 1.9032, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 5.273141122913505e-07, | |
| "loss": 1.9033, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 5.462822458270107e-07, | |
| "loss": 1.8211, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 5.652503793626707e-07, | |
| "loss": 1.8974, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 5.842185128983308e-07, | |
| "loss": 1.8411, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 6.031866464339909e-07, | |
| "loss": 1.8139, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 6.22154779969651e-07, | |
| "loss": 1.716, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 6.411229135053112e-07, | |
| "loss": 1.8489, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 6.600910470409712e-07, | |
| "loss": 1.7175, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 6.790591805766313e-07, | |
| "loss": 1.7794, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 6.980273141122915e-07, | |
| "loss": 1.6816, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 7.169954476479515e-07, | |
| "loss": 1.7085, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 7.359635811836116e-07, | |
| "loss": 1.7148, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.39157245632065774, | |
| "eval_loss": 1.6402440071105957, | |
| "eval_runtime": 532.0523, | |
| "eval_samples_per_second": 1.829, | |
| "eval_steps_per_second": 0.115, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 7.549317147192717e-07, | |
| "loss": 1.7102, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 7.738998482549317e-07, | |
| "loss": 1.7429, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 7.928679817905918e-07, | |
| "loss": 1.6153, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 8.118361153262519e-07, | |
| "loss": 1.6106, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 8.308042488619121e-07, | |
| "loss": 1.616, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 8.497723823975721e-07, | |
| "loss": 1.6453, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 8.687405159332323e-07, | |
| "loss": 1.5465, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 8.877086494688924e-07, | |
| "loss": 1.4909, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 9.066767830045524e-07, | |
| "loss": 1.547, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 9.256449165402125e-07, | |
| "loss": 1.4908, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 9.446130500758727e-07, | |
| "loss": 1.4469, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 9.635811836115328e-07, | |
| "loss": 1.4792, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 9.82549317147193e-07, | |
| "loss": 1.4072, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 1.0015174506828528e-06, | |
| "loss": 1.4486, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 1.020485584218513e-06, | |
| "loss": 1.3872, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 1.039453717754173e-06, | |
| "loss": 1.356, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 1.0584218512898331e-06, | |
| "loss": 1.3684, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 1.0773899848254933e-06, | |
| "loss": 1.3258, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 1.0963581183611534e-06, | |
| "loss": 1.2382, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 1.1153262518968135e-06, | |
| "loss": 1.2238, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 1.1342943854324736e-06, | |
| "loss": 1.2492, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 1.1532625189681337e-06, | |
| "loss": 1.1968, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 1.1722306525037936e-06, | |
| "loss": 1.2322, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 1.191198786039454e-06, | |
| "loss": 1.1543, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6207605344295992, | |
| "eval_loss": 1.0717859268188477, | |
| "eval_runtime": 11.9932, | |
| "eval_samples_per_second": 81.129, | |
| "eval_steps_per_second": 5.086, | |
| "step": 244 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 1.210166919575114e-06, | |
| "loss": 1.2166, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 1.229135053110774e-06, | |
| "loss": 1.2192, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 1.248103186646434e-06, | |
| "loss": 1.1991, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 1.2670713201820941e-06, | |
| "loss": 1.0528, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 1.2860394537177542e-06, | |
| "loss": 1.1812, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 1.3050075872534144e-06, | |
| "loss": 1.1829, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 1.3239757207890745e-06, | |
| "loss": 1.073, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 1.3429438543247344e-06, | |
| "loss": 1.0199, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 1.3619119878603945e-06, | |
| "loss": 1.1072, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 1.3808801213960548e-06, | |
| "loss": 1.0258, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 1.399848254931715e-06, | |
| "loss": 0.9957, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 1.418816388467375e-06, | |
| "loss": 0.9576, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 1.4377845220030351e-06, | |
| "loss": 1.06, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 1.4567526555386952e-06, | |
| "loss": 1.0144, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 1.4757207890743551e-06, | |
| "loss": 0.9347, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 1.4946889226100152e-06, | |
| "loss": 0.959, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 1.5136570561456754e-06, | |
| "loss": 0.9115, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 1.5326251896813355e-06, | |
| "loss": 1.0356, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 1.5515933232169956e-06, | |
| "loss": 0.8808, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 1.5705614567526557e-06, | |
| "loss": 0.9193, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 1.5895295902883156e-06, | |
| "loss": 0.9572, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 1.6084977238239757e-06, | |
| "loss": 0.7693, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 1.627465857359636e-06, | |
| "loss": 0.9359, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 1.6464339908952961e-06, | |
| "loss": 0.8272, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 1.6654021244309562e-06, | |
| "loss": 0.8948, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7564234326824255, | |
| "eval_loss": 0.722839891910553, | |
| "eval_runtime": 12.1701, | |
| "eval_samples_per_second": 79.95, | |
| "eval_steps_per_second": 5.012, | |
| "step": 366 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 1.6843702579666163e-06, | |
| "loss": 0.9244, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 1.7033383915022764e-06, | |
| "loss": 0.8253, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 1.7223065250379363e-06, | |
| "loss": 0.7977, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 1.7412746585735965e-06, | |
| "loss": 0.8684, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 1.7602427921092566e-06, | |
| "loss": 0.7826, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 1.7792109256449167e-06, | |
| "loss": 0.7662, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 1.7981790591805768e-06, | |
| "loss": 0.7828, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 1.8171471927162369e-06, | |
| "loss": 0.7999, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 1.8361153262518968e-06, | |
| "loss": 0.7535, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 1.855083459787557e-06, | |
| "loss": 0.6339, | |
| "step": 415 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 1.874051593323217e-06, | |
| "loss": 0.8628, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 1.8930197268588773e-06, | |
| "loss": 0.8602, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 1.9119878603945374e-06, | |
| "loss": 0.6121, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 3.57, | |
| "learning_rate": 1.9309559939301973e-06, | |
| "loss": 0.7386, | |
| "step": 435 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 1.9499241274658577e-06, | |
| "loss": 0.7043, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 1.9688922610015176e-06, | |
| "loss": 0.7084, | |
| "step": 445 | |
| }, | |
| { | |
| "epoch": 3.69, | |
| "learning_rate": 1.987860394537178e-06, | |
| "loss": 0.722, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 2.0068285280728378e-06, | |
| "loss": 0.7191, | |
| "step": 455 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "learning_rate": 2.0257966616084977e-06, | |
| "loss": 0.6511, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 2.044764795144158e-06, | |
| "loss": 0.7341, | |
| "step": 465 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 2.063732928679818e-06, | |
| "loss": 0.7016, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 2.0827010622154782e-06, | |
| "loss": 0.7606, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 2.101669195751138e-06, | |
| "loss": 0.6985, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 2.120637329286798e-06, | |
| "loss": 0.6348, | |
| "step": 485 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.816032887975334, | |
| "eval_loss": 0.5326985120773315, | |
| "eval_runtime": 12.039, | |
| "eval_samples_per_second": 80.82, | |
| "eval_steps_per_second": 5.067, | |
| "step": 488 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 2.1396054628224588e-06, | |
| "loss": 0.7858, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 4.06, | |
| "learning_rate": 2.1585735963581187e-06, | |
| "loss": 0.6641, | |
| "step": 495 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 2.1775417298937786e-06, | |
| "loss": 0.6902, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 4.14, | |
| "learning_rate": 2.196509863429439e-06, | |
| "loss": 0.5704, | |
| "step": 505 | |
| }, | |
| { | |
| "epoch": 4.18, | |
| "learning_rate": 2.2154779969650988e-06, | |
| "loss": 0.5771, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 4.22, | |
| "learning_rate": 2.234446130500759e-06, | |
| "loss": 0.5898, | |
| "step": 515 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "learning_rate": 2.253414264036419e-06, | |
| "loss": 0.6716, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "learning_rate": 2.272382397572079e-06, | |
| "loss": 0.6628, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "learning_rate": 2.291350531107739e-06, | |
| "loss": 0.5503, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 4.39, | |
| "learning_rate": 2.310318664643399e-06, | |
| "loss": 0.5619, | |
| "step": 535 | |
| }, | |
| { | |
| "epoch": 4.43, | |
| "learning_rate": 2.3292867981790594e-06, | |
| "loss": 0.6089, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 4.47, | |
| "learning_rate": 2.3482549317147193e-06, | |
| "loss": 0.5298, | |
| "step": 545 | |
| }, | |
| { | |
| "epoch": 4.51, | |
| "learning_rate": 2.3672230652503792e-06, | |
| "loss": 0.7065, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "learning_rate": 2.38619119878604e-06, | |
| "loss": 0.5326, | |
| "step": 555 | |
| }, | |
| { | |
| "epoch": 4.59, | |
| "learning_rate": 2.4051593323217e-06, | |
| "loss": 0.6341, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 2.4241274658573598e-06, | |
| "loss": 0.5714, | |
| "step": 565 | |
| }, | |
| { | |
| "epoch": 4.67, | |
| "learning_rate": 2.44309559939302e-06, | |
| "loss": 0.6201, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 4.71, | |
| "learning_rate": 2.46206373292868e-06, | |
| "loss": 0.6174, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "learning_rate": 2.4810318664643403e-06, | |
| "loss": 0.4883, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "learning_rate": 2.5e-06, | |
| "loss": 0.5766, | |
| "step": 585 | |
| }, | |
| { | |
| "epoch": 4.84, | |
| "learning_rate": 2.51896813353566e-06, | |
| "loss": 0.6456, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 2.5379362670713204e-06, | |
| "loss": 0.4569, | |
| "step": 595 | |
| }, | |
| { | |
| "epoch": 4.92, | |
| "learning_rate": 2.5569044006069803e-06, | |
| "loss": 0.5008, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "learning_rate": 2.5758725341426406e-06, | |
| "loss": 0.5066, | |
| "step": 605 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 2.5948406676783005e-06, | |
| "loss": 0.647, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8550873586844809, | |
| "eval_loss": 0.4080745279788971, | |
| "eval_runtime": 12.0595, | |
| "eval_samples_per_second": 80.684, | |
| "eval_steps_per_second": 5.058, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "learning_rate": 2.6138088012139604e-06, | |
| "loss": 0.5447, | |
| "step": 615 | |
| }, | |
| { | |
| "epoch": 5.08, | |
| "learning_rate": 2.6327769347496208e-06, | |
| "loss": 0.4686, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "learning_rate": 2.6517450682852807e-06, | |
| "loss": 0.5135, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 5.16, | |
| "learning_rate": 2.670713201820941e-06, | |
| "loss": 0.5673, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "learning_rate": 2.689681335356601e-06, | |
| "loss": 0.449, | |
| "step": 635 | |
| }, | |
| { | |
| "epoch": 5.25, | |
| "learning_rate": 2.708649468892261e-06, | |
| "loss": 0.4626, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 5.29, | |
| "learning_rate": 2.727617602427921e-06, | |
| "loss": 0.4035, | |
| "step": 645 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "learning_rate": 2.746585735963581e-06, | |
| "loss": 0.5546, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "learning_rate": 2.7655538694992417e-06, | |
| "loss": 0.568, | |
| "step": 655 | |
| }, | |
| { | |
| "epoch": 5.41, | |
| "learning_rate": 2.7845220030349016e-06, | |
| "loss": 0.4888, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 5.45, | |
| "learning_rate": 2.803490136570562e-06, | |
| "loss": 0.3702, | |
| "step": 665 | |
| }, | |
| { | |
| "epoch": 5.49, | |
| "learning_rate": 2.822458270106222e-06, | |
| "loss": 0.3705, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 5.53, | |
| "learning_rate": 2.841426403641882e-06, | |
| "loss": 0.4295, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 5.57, | |
| "learning_rate": 2.860394537177542e-06, | |
| "loss": 0.4891, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 5.61, | |
| "learning_rate": 2.8793626707132024e-06, | |
| "loss": 0.4497, | |
| "step": 685 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "learning_rate": 2.8983308042488623e-06, | |
| "loss": 0.4685, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 5.7, | |
| "learning_rate": 2.917298937784522e-06, | |
| "loss": 0.5381, | |
| "step": 695 | |
| }, | |
| { | |
| "epoch": 5.74, | |
| "learning_rate": 2.9362670713201825e-06, | |
| "loss": 0.4436, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 5.78, | |
| "learning_rate": 2.9552352048558424e-06, | |
| "loss": 0.3855, | |
| "step": 705 | |
| }, | |
| { | |
| "epoch": 5.82, | |
| "learning_rate": 2.9742033383915027e-06, | |
| "loss": 0.4104, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 5.86, | |
| "learning_rate": 2.9931714719271626e-06, | |
| "loss": 0.3901, | |
| "step": 715 | |
| }, | |
| { | |
| "epoch": 5.9, | |
| "learning_rate": 3.0121396054628225e-06, | |
| "loss": 0.3812, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 5.94, | |
| "learning_rate": 3.031107738998483e-06, | |
| "loss": 0.5535, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 5.98, | |
| "learning_rate": 3.0500758725341427e-06, | |
| "loss": 0.3244, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9095580678314491, | |
| "eval_loss": 0.2964554727077484, | |
| "eval_runtime": 12.0232, | |
| "eval_samples_per_second": 80.927, | |
| "eval_steps_per_second": 5.074, | |
| "step": 732 | |
| }, | |
| { | |
| "epoch": 6.02, | |
| "learning_rate": 3.069044006069803e-06, | |
| "loss": 0.4418, | |
| "step": 735 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "learning_rate": 3.088012139605463e-06, | |
| "loss": 0.4396, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 6.11, | |
| "learning_rate": 3.106980273141123e-06, | |
| "loss": 0.3343, | |
| "step": 745 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "learning_rate": 3.125948406676783e-06, | |
| "loss": 0.2852, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "learning_rate": 3.144916540212443e-06, | |
| "loss": 0.478, | |
| "step": 755 | |
| }, | |
| { | |
| "epoch": 6.23, | |
| "learning_rate": 3.1638846737481034e-06, | |
| "loss": 0.4008, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 6.27, | |
| "learning_rate": 3.1828528072837633e-06, | |
| "loss": 0.3887, | |
| "step": 765 | |
| }, | |
| { | |
| "epoch": 6.31, | |
| "learning_rate": 3.201820940819423e-06, | |
| "loss": 0.3685, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 6.35, | |
| "learning_rate": 3.2207890743550835e-06, | |
| "loss": 0.4041, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 6.39, | |
| "learning_rate": 3.2397572078907434e-06, | |
| "loss": 0.4459, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 6.43, | |
| "learning_rate": 3.258725341426404e-06, | |
| "loss": 0.4183, | |
| "step": 785 | |
| }, | |
| { | |
| "epoch": 6.48, | |
| "learning_rate": 3.277693474962064e-06, | |
| "loss": 0.3246, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 6.52, | |
| "learning_rate": 3.2966616084977244e-06, | |
| "loss": 0.4094, | |
| "step": 795 | |
| }, | |
| { | |
| "epoch": 6.56, | |
| "learning_rate": 3.3156297420333843e-06, | |
| "loss": 0.3565, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 6.6, | |
| "learning_rate": 3.3345978755690446e-06, | |
| "loss": 0.3411, | |
| "step": 805 | |
| }, | |
| { | |
| "epoch": 6.64, | |
| "learning_rate": 3.3535660091047045e-06, | |
| "loss": 0.4017, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 6.68, | |
| "learning_rate": 3.3725341426403644e-06, | |
| "loss": 0.343, | |
| "step": 815 | |
| }, | |
| { | |
| "epoch": 6.72, | |
| "learning_rate": 3.3915022761760247e-06, | |
| "loss": 0.3491, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 6.76, | |
| "learning_rate": 3.4104704097116846e-06, | |
| "loss": 0.4143, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 6.8, | |
| "learning_rate": 3.429438543247345e-06, | |
| "loss": 0.357, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 6.84, | |
| "learning_rate": 3.448406676783005e-06, | |
| "loss": 0.4457, | |
| "step": 835 | |
| }, | |
| { | |
| "epoch": 6.89, | |
| "learning_rate": 3.467374810318665e-06, | |
| "loss": 0.3565, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 6.93, | |
| "learning_rate": 3.486342943854325e-06, | |
| "loss": 0.3373, | |
| "step": 845 | |
| }, | |
| { | |
| "epoch": 6.97, | |
| "learning_rate": 3.505311077389985e-06, | |
| "loss": 0.305, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.934224049331963, | |
| "eval_loss": 0.2515142858028412, | |
| "eval_runtime": 11.9514, | |
| "eval_samples_per_second": 81.413, | |
| "eval_steps_per_second": 5.104, | |
| "step": 854 | |
| }, | |
| { | |
| "epoch": 7.01, | |
| "learning_rate": 3.5242792109256453e-06, | |
| "loss": 0.3753, | |
| "step": 855 | |
| }, | |
| { | |
| "epoch": 7.05, | |
| "learning_rate": 3.543247344461305e-06, | |
| "loss": 0.3247, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 7.09, | |
| "learning_rate": 3.5622154779969655e-06, | |
| "loss": 0.3262, | |
| "step": 865 | |
| }, | |
| { | |
| "epoch": 7.13, | |
| "learning_rate": 3.5811836115326254e-06, | |
| "loss": 0.3195, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 3.6001517450682853e-06, | |
| "loss": 0.2624, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "learning_rate": 3.6191198786039456e-06, | |
| "loss": 0.2721, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 7.25, | |
| "learning_rate": 3.6380880121396055e-06, | |
| "loss": 0.2785, | |
| "step": 885 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "learning_rate": 3.657056145675266e-06, | |
| "loss": 0.4016, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 7.34, | |
| "learning_rate": 3.6760242792109257e-06, | |
| "loss": 0.2788, | |
| "step": 895 | |
| }, | |
| { | |
| "epoch": 7.38, | |
| "learning_rate": 3.6949924127465856e-06, | |
| "loss": 0.3418, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 7.42, | |
| "learning_rate": 3.713960546282246e-06, | |
| "loss": 0.3171, | |
| "step": 905 | |
| }, | |
| { | |
| "epoch": 7.46, | |
| "learning_rate": 3.732928679817906e-06, | |
| "loss": 0.3527, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "learning_rate": 3.7518968133535666e-06, | |
| "loss": 0.3782, | |
| "step": 915 | |
| }, | |
| { | |
| "epoch": 7.54, | |
| "learning_rate": 3.7708649468892265e-06, | |
| "loss": 0.3037, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 7.58, | |
| "learning_rate": 3.789833080424887e-06, | |
| "loss": 0.262, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 7.62, | |
| "learning_rate": 3.8088012139605467e-06, | |
| "loss": 0.2344, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 7.66, | |
| "learning_rate": 3.827769347496207e-06, | |
| "loss": 0.2259, | |
| "step": 935 | |
| }, | |
| { | |
| "epoch": 7.7, | |
| "learning_rate": 3.846737481031867e-06, | |
| "loss": 0.3134, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 7.75, | |
| "learning_rate": 3.865705614567527e-06, | |
| "loss": 0.3532, | |
| "step": 945 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 3.884673748103187e-06, | |
| "loss": 0.2763, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 7.83, | |
| "learning_rate": 3.9036418816388475e-06, | |
| "loss": 0.2797, | |
| "step": 955 | |
| }, | |
| { | |
| "epoch": 7.87, | |
| "learning_rate": 3.922610015174507e-06, | |
| "loss": 0.3303, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 3.941578148710167e-06, | |
| "loss": 0.345, | |
| "step": 965 | |
| }, | |
| { | |
| "epoch": 7.95, | |
| "learning_rate": 3.960546282245827e-06, | |
| "loss": 0.275, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 7.99, | |
| "learning_rate": 3.979514415781487e-06, | |
| "loss": 0.3522, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9568345323741008, | |
| "eval_loss": 0.16673944890499115, | |
| "eval_runtime": 12.0466, | |
| "eval_samples_per_second": 80.77, | |
| "eval_steps_per_second": 5.064, | |
| "step": 976 | |
| }, | |
| { | |
| "epoch": 8.03, | |
| "learning_rate": 3.998482549317148e-06, | |
| "loss": 0.3001, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 8.07, | |
| "learning_rate": 4.017450682852808e-06, | |
| "loss": 0.2947, | |
| "step": 985 | |
| }, | |
| { | |
| "epoch": 8.11, | |
| "learning_rate": 4.036418816388468e-06, | |
| "loss": 0.2497, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 8.16, | |
| "learning_rate": 4.0553869499241275e-06, | |
| "loss": 0.304, | |
| "step": 995 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "learning_rate": 4.074355083459787e-06, | |
| "loss": 0.2297, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 8.24, | |
| "learning_rate": 4.093323216995448e-06, | |
| "loss": 0.2439, | |
| "step": 1005 | |
| }, | |
| { | |
| "epoch": 8.28, | |
| "learning_rate": 4.112291350531108e-06, | |
| "loss": 0.2543, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 8.32, | |
| "learning_rate": 4.131259484066768e-06, | |
| "loss": 0.3068, | |
| "step": 1015 | |
| }, | |
| { | |
| "epoch": 8.36, | |
| "learning_rate": 4.150227617602428e-06, | |
| "loss": 0.3072, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 8.4, | |
| "learning_rate": 4.169195751138089e-06, | |
| "loss": 0.2947, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "learning_rate": 4.1881638846737485e-06, | |
| "loss": 0.2332, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "learning_rate": 4.207132018209408e-06, | |
| "loss": 0.2252, | |
| "step": 1035 | |
| }, | |
| { | |
| "epoch": 8.52, | |
| "learning_rate": 4.226100151745068e-06, | |
| "loss": 0.2784, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 8.57, | |
| "learning_rate": 4.245068285280728e-06, | |
| "loss": 0.2483, | |
| "step": 1045 | |
| }, | |
| { | |
| "epoch": 8.61, | |
| "learning_rate": 4.264036418816389e-06, | |
| "loss": 0.2148, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 8.65, | |
| "learning_rate": 4.283004552352049e-06, | |
| "loss": 0.2397, | |
| "step": 1055 | |
| }, | |
| { | |
| "epoch": 8.69, | |
| "learning_rate": 4.3019726858877096e-06, | |
| "loss": 0.2262, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 8.73, | |
| "learning_rate": 4.3209408194233695e-06, | |
| "loss": 0.2538, | |
| "step": 1065 | |
| }, | |
| { | |
| "epoch": 8.77, | |
| "learning_rate": 4.339908952959029e-06, | |
| "loss": 0.2504, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 8.81, | |
| "learning_rate": 4.358877086494689e-06, | |
| "loss": 0.2153, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 8.85, | |
| "learning_rate": 4.377845220030349e-06, | |
| "loss": 0.2901, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 4.39681335356601e-06, | |
| "loss": 0.1936, | |
| "step": 1085 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "learning_rate": 4.41578148710167e-06, | |
| "loss": 0.3549, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "learning_rate": 4.43474962063733e-06, | |
| "loss": 0.1782, | |
| "step": 1095 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9568345323741008, | |
| "eval_loss": 0.1493809074163437, | |
| "eval_runtime": 11.8998, | |
| "eval_samples_per_second": 81.766, | |
| "eval_steps_per_second": 5.126, | |
| "step": 1098 | |
| }, | |
| { | |
| "epoch": 9.02, | |
| "learning_rate": 4.45371775417299e-06, | |
| "loss": 0.3434, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 9.06, | |
| "learning_rate": 4.4726858877086495e-06, | |
| "loss": 0.2269, | |
| "step": 1105 | |
| }, | |
| { | |
| "epoch": 9.1, | |
| "learning_rate": 4.49165402124431e-06, | |
| "loss": 0.2592, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 9.14, | |
| "learning_rate": 4.51062215477997e-06, | |
| "loss": 0.3053, | |
| "step": 1115 | |
| }, | |
| { | |
| "epoch": 9.18, | |
| "learning_rate": 4.52959028831563e-06, | |
| "loss": 0.2418, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 9.22, | |
| "learning_rate": 4.54855842185129e-06, | |
| "loss": 0.2827, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 9.26, | |
| "learning_rate": 4.56752655538695e-06, | |
| "loss": 0.1982, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "learning_rate": 4.5864946889226106e-06, | |
| "loss": 0.2264, | |
| "step": 1135 | |
| }, | |
| { | |
| "epoch": 9.34, | |
| "learning_rate": 4.6054628224582705e-06, | |
| "loss": 0.1667, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 9.39, | |
| "learning_rate": 4.62443095599393e-06, | |
| "loss": 0.1866, | |
| "step": 1145 | |
| }, | |
| { | |
| "epoch": 9.43, | |
| "learning_rate": 4.64339908952959e-06, | |
| "loss": 0.1695, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 9.47, | |
| "learning_rate": 4.66236722306525e-06, | |
| "loss": 0.1994, | |
| "step": 1155 | |
| }, | |
| { | |
| "epoch": 9.51, | |
| "learning_rate": 4.681335356600911e-06, | |
| "loss": 0.2105, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 9.55, | |
| "learning_rate": 4.700303490136571e-06, | |
| "loss": 0.2704, | |
| "step": 1165 | |
| }, | |
| { | |
| "epoch": 9.59, | |
| "learning_rate": 4.719271623672231e-06, | |
| "loss": 0.2072, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 9.63, | |
| "learning_rate": 4.738239757207891e-06, | |
| "loss": 0.201, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 9.67, | |
| "learning_rate": 4.757207890743551e-06, | |
| "loss": 0.2818, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 9.71, | |
| "learning_rate": 4.776176024279211e-06, | |
| "loss": 0.2726, | |
| "step": 1185 | |
| }, | |
| { | |
| "epoch": 9.75, | |
| "learning_rate": 4.795144157814872e-06, | |
| "loss": 0.2102, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 9.8, | |
| "learning_rate": 4.814112291350532e-06, | |
| "loss": 0.2046, | |
| "step": 1195 | |
| }, | |
| { | |
| "epoch": 9.84, | |
| "learning_rate": 4.833080424886192e-06, | |
| "loss": 0.2335, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 9.88, | |
| "learning_rate": 4.852048558421852e-06, | |
| "loss": 0.1967, | |
| "step": 1205 | |
| }, | |
| { | |
| "epoch": 9.92, | |
| "learning_rate": 4.871016691957512e-06, | |
| "loss": 0.1611, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 9.96, | |
| "learning_rate": 4.889984825493172e-06, | |
| "loss": 0.1757, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 4.908952959028832e-06, | |
| "loss": 0.1849, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.9712230215827338, | |
| "eval_loss": 0.09722532331943512, | |
| "eval_runtime": 11.9324, | |
| "eval_samples_per_second": 81.543, | |
| "eval_steps_per_second": 5.112, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 10.04, | |
| "learning_rate": 4.927921092564492e-06, | |
| "loss": 0.1319, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 10.08, | |
| "learning_rate": 4.946889226100152e-06, | |
| "loss": 0.2066, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 10.12, | |
| "learning_rate": 4.965857359635812e-06, | |
| "loss": 0.1481, | |
| "step": 1235 | |
| }, | |
| { | |
| "epoch": 10.16, | |
| "learning_rate": 4.984825493171473e-06, | |
| "loss": 0.1144, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 10.2, | |
| "learning_rate": 4.965753424657534e-06, | |
| "loss": 0.2347, | |
| "step": 1245 | |
| }, | |
| { | |
| "epoch": 10.25, | |
| "learning_rate": 4.7945205479452054e-06, | |
| "loss": 0.1637, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 10.29, | |
| "learning_rate": 4.6232876712328774e-06, | |
| "loss": 0.2435, | |
| "step": 1255 | |
| }, | |
| { | |
| "epoch": 10.33, | |
| "learning_rate": 4.4520547945205486e-06, | |
| "loss": 0.1673, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 10.37, | |
| "learning_rate": 4.28082191780822e-06, | |
| "loss": 0.1852, | |
| "step": 1265 | |
| }, | |
| { | |
| "epoch": 10.41, | |
| "learning_rate": 4.109589041095891e-06, | |
| "loss": 0.2216, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 10.45, | |
| "learning_rate": 3.938356164383562e-06, | |
| "loss": 0.1129, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 10.49, | |
| "learning_rate": 3.767123287671233e-06, | |
| "loss": 0.1451, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 10.53, | |
| "learning_rate": 3.5958904109589043e-06, | |
| "loss": 0.1597, | |
| "step": 1285 | |
| }, | |
| { | |
| "epoch": 10.57, | |
| "learning_rate": 3.4246575342465754e-06, | |
| "loss": 0.1701, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 10.61, | |
| "learning_rate": 3.253424657534247e-06, | |
| "loss": 0.1232, | |
| "step": 1295 | |
| }, | |
| { | |
| "epoch": 10.66, | |
| "learning_rate": 3.082191780821918e-06, | |
| "loss": 0.1724, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 10.7, | |
| "learning_rate": 2.9109589041095893e-06, | |
| "loss": 0.1786, | |
| "step": 1305 | |
| }, | |
| { | |
| "epoch": 10.74, | |
| "learning_rate": 2.7397260273972604e-06, | |
| "loss": 0.1959, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 10.78, | |
| "learning_rate": 2.568493150684932e-06, | |
| "loss": 0.2141, | |
| "step": 1315 | |
| }, | |
| { | |
| "epoch": 10.82, | |
| "learning_rate": 2.3972602739726027e-06, | |
| "loss": 0.2618, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 10.86, | |
| "learning_rate": 2.2260273972602743e-06, | |
| "loss": 0.233, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 10.9, | |
| "learning_rate": 2.0547945205479454e-06, | |
| "loss": 0.1443, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 10.94, | |
| "learning_rate": 1.8835616438356166e-06, | |
| "loss": 0.1439, | |
| "step": 1335 | |
| }, | |
| { | |
| "epoch": 10.98, | |
| "learning_rate": 1.7123287671232877e-06, | |
| "loss": 0.1814, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_accuracy": 0.9845837615621789, | |
| "eval_loss": 0.05592276155948639, | |
| "eval_runtime": 11.975, | |
| "eval_samples_per_second": 81.252, | |
| "eval_steps_per_second": 5.094, | |
| "step": 1342 | |
| }, | |
| { | |
| "epoch": 11.02, | |
| "learning_rate": 1.541095890410959e-06, | |
| "loss": 0.1784, | |
| "step": 1345 | |
| }, | |
| { | |
| "epoch": 11.07, | |
| "learning_rate": 1.3698630136986302e-06, | |
| "loss": 0.1495, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 11.11, | |
| "learning_rate": 1.1986301369863014e-06, | |
| "loss": 0.1872, | |
| "step": 1355 | |
| }, | |
| { | |
| "epoch": 11.15, | |
| "learning_rate": 1.0273972602739727e-06, | |
| "loss": 0.0665, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 11.19, | |
| "learning_rate": 8.561643835616439e-07, | |
| "loss": 0.108, | |
| "step": 1365 | |
| }, | |
| { | |
| "epoch": 11.23, | |
| "learning_rate": 6.849315068493151e-07, | |
| "loss": 0.1019, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 11.27, | |
| "learning_rate": 5.136986301369864e-07, | |
| "loss": 0.1441, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 11.31, | |
| "learning_rate": 3.4246575342465755e-07, | |
| "loss": 0.1156, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 11.35, | |
| "learning_rate": 1.7123287671232878e-07, | |
| "loss": 0.1437, | |
| "step": 1385 | |
| }, | |
| { | |
| "epoch": 11.39, | |
| "learning_rate": 0.0, | |
| "loss": 0.1169, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 11.43, | |
| "learning_rate": 0.0, | |
| "loss": 0.1776, | |
| "step": 1395 | |
| }, | |
| { | |
| "epoch": 11.48, | |
| "learning_rate": 0.0, | |
| "loss": 0.0659, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 11.52, | |
| "learning_rate": 0.0, | |
| "loss": 0.0891, | |
| "step": 1405 | |
| }, | |
| { | |
| "epoch": 11.56, | |
| "learning_rate": 0.0, | |
| "loss": 0.1266, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 11.6, | |
| "learning_rate": 0.0, | |
| "loss": 0.1135, | |
| "step": 1415 | |
| }, | |
| { | |
| "epoch": 11.64, | |
| "learning_rate": 0.0, | |
| "loss": 0.1652, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 11.68, | |
| "learning_rate": 0.0, | |
| "loss": 0.2009, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 11.72, | |
| "learning_rate": 0.0, | |
| "loss": 0.1761, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 11.76, | |
| "learning_rate": 0.0, | |
| "loss": 0.182, | |
| "step": 1435 | |
| }, | |
| { | |
| "epoch": 11.8, | |
| "learning_rate": 0.0, | |
| "loss": 0.1208, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 11.84, | |
| "learning_rate": 0.0, | |
| "loss": 0.1124, | |
| "step": 1445 | |
| }, | |
| { | |
| "epoch": 11.89, | |
| "learning_rate": 0.0, | |
| "loss": 0.1923, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 11.93, | |
| "learning_rate": 0.0, | |
| "loss": 0.0787, | |
| "step": 1455 | |
| }, | |
| { | |
| "epoch": 11.97, | |
| "learning_rate": 0.0, | |
| "loss": 0.1682, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.9856115107913669, | |
| "eval_loss": 0.05682051554322243, | |
| "eval_runtime": 12.083, | |
| "eval_samples_per_second": 80.527, | |
| "eval_steps_per_second": 5.048, | |
| "step": 1464 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "step": 1464, | |
| "total_flos": 1.2834594613117477e+19, | |
| "train_loss": 0.6339893028180782, | |
| "train_runtime": 3472.73, | |
| "train_samples_per_second": 13.445, | |
| "train_steps_per_second": 0.422 | |
| } | |
| ], | |
| "max_steps": 1464, | |
| "num_train_epochs": 12, | |
| "total_flos": 1.2834594613117477e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |