{ "best_metric": 0.9907502569373073, "best_model_checkpoint": "beit-large-patch16-224-finetuned-Lesion-Classification-HAM10000-AH-60-20-20/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": 1.8968133535660093e-08, "loss": 2.2184, "step": 5 }, { "epoch": 0.08, "learning_rate": 3.7936267071320186e-08, "loss": 2.166, "step": 10 }, { "epoch": 0.12, "learning_rate": 5.6904400606980276e-08, "loss": 2.1412, "step": 15 }, { "epoch": 0.16, "learning_rate": 7.587253414264037e-08, "loss": 2.1034, "step": 20 }, { "epoch": 0.2, "learning_rate": 9.484066767830046e-08, "loss": 2.1319, "step": 25 }, { "epoch": 0.25, "learning_rate": 1.1380880121396055e-07, "loss": 2.2418, "step": 30 }, { "epoch": 0.29, "learning_rate": 1.3277693474962064e-07, "loss": 2.085, "step": 35 }, { "epoch": 0.33, "learning_rate": 1.5174506828528074e-07, "loss": 2.0375, "step": 40 }, { "epoch": 0.37, "learning_rate": 1.7071320182094083e-07, "loss": 2.0931, "step": 45 }, { "epoch": 0.41, "learning_rate": 1.896813353566009e-07, "loss": 2.0902, "step": 50 }, { "epoch": 0.45, "learning_rate": 2.0864946889226102e-07, "loss": 2.0333, "step": 55 }, { "epoch": 0.49, "learning_rate": 2.276176024279211e-07, "loss": 1.9706, "step": 60 }, { "epoch": 0.53, "learning_rate": 2.465857359635812e-07, "loss": 2.0811, "step": 65 }, { "epoch": 0.57, "learning_rate": 2.6555386949924127e-07, "loss": 2.0207, "step": 70 }, { "epoch": 0.61, "learning_rate": 2.845220030349014e-07, "loss": 1.9804, "step": 75 }, { "epoch": 0.66, "learning_rate": 3.034901365705615e-07, "loss": 2.031, "step": 80 }, { "epoch": 0.7, "learning_rate": 3.2245827010622155e-07, "loss": 2.1196, "step": 85 }, { "epoch": 0.74, "learning_rate": 3.4142640364188166e-07, "loss": 1.9947, "step": 90 }, { "epoch": 0.78, "learning_rate": 3.6039453717754177e-07, "loss": 1.9709, "step": 95 }, { "epoch": 0.82, "learning_rate": 3.793626707132018e-07, "loss": 1.9723, "step": 100 }, { "epoch": 0.86, "learning_rate": 3.9833080424886193e-07, "loss": 1.9318, "step": 105 }, { "epoch": 0.9, "learning_rate": 4.1729893778452204e-07, "loss": 1.9495, "step": 110 }, { "epoch": 0.94, "learning_rate": 4.3626707132018215e-07, "loss": 1.9893, "step": 115 }, { "epoch": 0.98, "learning_rate": 4.552352048558422e-07, "loss": 1.9688, "step": 120 }, { "epoch": 1.0, "eval_accuracy": 0.2774922918807811, "eval_loss": 1.8424760103225708, "eval_runtime": 469.1069, "eval_samples_per_second": 2.074, "eval_steps_per_second": 0.13, "step": 122 }, { "epoch": 1.02, "learning_rate": 4.742033383915023e-07, "loss": 1.9411, "step": 125 }, { "epoch": 1.07, "learning_rate": 4.931714719271624e-07, "loss": 1.8792, "step": 130 }, { "epoch": 1.11, "learning_rate": 5.121396054628225e-07, "loss": 1.8279, "step": 135 }, { "epoch": 1.15, "learning_rate": 5.311077389984825e-07, "loss": 1.8292, "step": 140 }, { "epoch": 1.19, "learning_rate": 5.500758725341426e-07, "loss": 1.8529, "step": 145 }, { "epoch": 1.23, "learning_rate": 5.690440060698028e-07, "loss": 1.83, "step": 150 }, { "epoch": 1.27, "learning_rate": 5.880121396054629e-07, "loss": 1.7656, "step": 155 }, { "epoch": 1.31, "learning_rate": 6.06980273141123e-07, "loss": 1.718, "step": 160 }, { "epoch": 1.35, "learning_rate": 6.259484066767831e-07, "loss": 1.7614, "step": 165 }, { "epoch": 1.39, "learning_rate": 6.449165402124431e-07, "loss": 1.6862, "step": 170 }, { "epoch": 1.43, "learning_rate": 6.638846737481032e-07, "loss": 1.7277, "step": 175 }, { "epoch": 1.48, "learning_rate": 6.828528072837633e-07, "loss": 1.7737, "step": 180 }, { "epoch": 1.52, "learning_rate": 7.018209408194235e-07, "loss": 1.6894, "step": 185 }, { "epoch": 1.56, "learning_rate": 7.207890743550835e-07, "loss": 1.6661, "step": 190 }, { "epoch": 1.6, "learning_rate": 7.397572078907436e-07, "loss": 1.7083, "step": 195 }, { "epoch": 1.64, "learning_rate": 7.587253414264036e-07, "loss": 1.6996, "step": 200 }, { "epoch": 1.68, "learning_rate": 7.776934749620638e-07, "loss": 1.6233, "step": 205 }, { "epoch": 1.72, "learning_rate": 7.966616084977239e-07, "loss": 1.6174, "step": 210 }, { "epoch": 1.76, "learning_rate": 8.156297420333841e-07, "loss": 1.5842, "step": 215 }, { "epoch": 1.8, "learning_rate": 8.345978755690441e-07, "loss": 1.5328, "step": 220 }, { "epoch": 1.84, "learning_rate": 8.535660091047042e-07, "loss": 1.5476, "step": 225 }, { "epoch": 1.89, "learning_rate": 8.725341426403643e-07, "loss": 1.4752, "step": 230 }, { "epoch": 1.93, "learning_rate": 8.915022761760243e-07, "loss": 1.4618, "step": 235 }, { "epoch": 1.97, "learning_rate": 9.104704097116844e-07, "loss": 1.4822, "step": 240 }, { "epoch": 2.0, "eval_accuracy": 0.5457348406988695, "eval_loss": 1.3833471536636353, "eval_runtime": 38.3426, "eval_samples_per_second": 25.376, "eval_steps_per_second": 1.591, "step": 244 }, { "epoch": 2.01, "learning_rate": 9.294385432473445e-07, "loss": 1.3992, "step": 245 }, { "epoch": 2.05, "learning_rate": 9.484066767830046e-07, "loss": 1.3256, "step": 250 }, { "epoch": 2.09, "learning_rate": 9.673748103186647e-07, "loss": 1.377, "step": 255 }, { "epoch": 2.13, "learning_rate": 9.863429438543249e-07, "loss": 1.4332, "step": 260 }, { "epoch": 2.17, "learning_rate": 1.005311077389985e-06, "loss": 1.3325, "step": 265 }, { "epoch": 2.21, "learning_rate": 1.024279210925645e-06, "loss": 1.3756, "step": 270 }, { "epoch": 2.25, "learning_rate": 1.043247344461305e-06, "loss": 1.2157, "step": 275 }, { "epoch": 2.3, "learning_rate": 1.062215477996965e-06, "loss": 1.3218, "step": 280 }, { "epoch": 2.34, "learning_rate": 1.0811836115326254e-06, "loss": 1.2928, "step": 285 }, { "epoch": 2.38, "learning_rate": 1.1001517450682853e-06, "loss": 1.2055, "step": 290 }, { "epoch": 2.42, "learning_rate": 1.1191198786039454e-06, "loss": 1.189, "step": 295 }, { "epoch": 2.46, "learning_rate": 1.1380880121396055e-06, "loss": 1.1767, "step": 300 }, { "epoch": 2.5, "learning_rate": 1.1570561456752656e-06, "loss": 1.1959, "step": 305 }, { "epoch": 2.54, "learning_rate": 1.1760242792109257e-06, "loss": 1.1909, "step": 310 }, { "epoch": 2.58, "learning_rate": 1.1949924127465858e-06, "loss": 1.1548, "step": 315 }, { "epoch": 2.62, "learning_rate": 1.213960546282246e-06, "loss": 1.2163, "step": 320 }, { "epoch": 2.66, "learning_rate": 1.232928679817906e-06, "loss": 1.1614, "step": 325 }, { "epoch": 2.7, "learning_rate": 1.2518968133535662e-06, "loss": 1.1428, "step": 330 }, { "epoch": 2.75, "learning_rate": 1.2708649468892263e-06, "loss": 1.0076, "step": 335 }, { "epoch": 2.79, "learning_rate": 1.2898330804248862e-06, "loss": 1.0842, "step": 340 }, { "epoch": 2.83, "learning_rate": 1.3088012139605463e-06, "loss": 1.0182, "step": 345 }, { "epoch": 2.87, "learning_rate": 1.3277693474962064e-06, "loss": 1.0125, "step": 350 }, { "epoch": 2.91, "learning_rate": 1.3467374810318665e-06, "loss": 1.1462, "step": 355 }, { "epoch": 2.95, "learning_rate": 1.3657056145675266e-06, "loss": 1.0148, "step": 360 }, { "epoch": 2.99, "learning_rate": 1.384673748103187e-06, "loss": 1.1239, "step": 365 }, { "epoch": 3.0, "eval_accuracy": 0.6680369989722508, "eval_loss": 0.9320738315582275, "eval_runtime": 38.3484, "eval_samples_per_second": 25.373, "eval_steps_per_second": 1.591, "step": 366 }, { "epoch": 3.03, "learning_rate": 1.403641881638847e-06, "loss": 0.9881, "step": 370 }, { "epoch": 3.07, "learning_rate": 1.422610015174507e-06, "loss": 1.0889, "step": 375 }, { "epoch": 3.11, "learning_rate": 1.441578148710167e-06, "loss": 0.9645, "step": 380 }, { "epoch": 3.16, "learning_rate": 1.4605462822458272e-06, "loss": 0.9425, "step": 385 }, { "epoch": 3.2, "learning_rate": 1.4795144157814873e-06, "loss": 0.8992, "step": 390 }, { "epoch": 3.24, "learning_rate": 1.4984825493171474e-06, "loss": 0.9565, "step": 395 }, { "epoch": 3.28, "learning_rate": 1.5174506828528073e-06, "loss": 0.8908, "step": 400 }, { "epoch": 3.32, "learning_rate": 1.5364188163884674e-06, "loss": 0.885, "step": 405 }, { "epoch": 3.36, "learning_rate": 1.5553869499241275e-06, "loss": 0.9257, "step": 410 }, { "epoch": 3.4, "learning_rate": 1.5743550834597876e-06, "loss": 0.8028, "step": 415 }, { "epoch": 3.44, "learning_rate": 1.5933232169954477e-06, "loss": 0.8498, "step": 420 }, { "epoch": 3.48, "learning_rate": 1.6122913505311078e-06, "loss": 0.8806, "step": 425 }, { "epoch": 3.52, "learning_rate": 1.6312594840667682e-06, "loss": 0.9644, "step": 430 }, { "epoch": 3.57, "learning_rate": 1.6502276176024283e-06, "loss": 0.9284, "step": 435 }, { "epoch": 3.61, "learning_rate": 1.6691957511380882e-06, "loss": 0.7972, "step": 440 }, { "epoch": 3.65, "learning_rate": 1.6881638846737483e-06, "loss": 0.7791, "step": 445 }, { "epoch": 3.69, "learning_rate": 1.7071320182094084e-06, "loss": 0.7934, "step": 450 }, { "epoch": 3.73, "learning_rate": 1.7261001517450685e-06, "loss": 0.7144, "step": 455 }, { "epoch": 3.77, "learning_rate": 1.7450682852807286e-06, "loss": 0.8308, "step": 460 }, { "epoch": 3.81, "learning_rate": 1.7640364188163885e-06, "loss": 0.8119, "step": 465 }, { "epoch": 3.85, "learning_rate": 1.7830045523520486e-06, "loss": 0.7736, "step": 470 }, { "epoch": 3.89, "learning_rate": 1.8019726858877087e-06, "loss": 0.7132, "step": 475 }, { "epoch": 3.93, "learning_rate": 1.8209408194233688e-06, "loss": 0.7348, "step": 480 }, { "epoch": 3.98, "learning_rate": 1.839908952959029e-06, "loss": 0.8686, "step": 485 }, { "epoch": 4.0, "eval_accuracy": 0.7697841726618705, "eval_loss": 0.6690807938575745, "eval_runtime": 38.3878, "eval_samples_per_second": 25.347, "eval_steps_per_second": 1.589, "step": 488 }, { "epoch": 4.02, "learning_rate": 1.858877086494689e-06, "loss": 0.7654, "step": 490 }, { "epoch": 4.06, "learning_rate": 1.8778452200303494e-06, "loss": 0.7116, "step": 495 }, { "epoch": 4.1, "learning_rate": 1.8968133535660093e-06, "loss": 0.731, "step": 500 }, { "epoch": 4.14, "learning_rate": 1.9157814871016696e-06, "loss": 0.6989, "step": 505 }, { "epoch": 4.18, "learning_rate": 1.9347496206373295e-06, "loss": 0.7768, "step": 510 }, { "epoch": 4.22, "learning_rate": 1.9537177541729894e-06, "loss": 0.7992, "step": 515 }, { "epoch": 4.26, "learning_rate": 1.9726858877086497e-06, "loss": 0.7129, "step": 520 }, { "epoch": 4.3, "learning_rate": 1.9916540212443096e-06, "loss": 0.7175, "step": 525 }, { "epoch": 4.34, "learning_rate": 2.01062215477997e-06, "loss": 0.6502, "step": 530 }, { "epoch": 4.39, "learning_rate": 2.02959028831563e-06, "loss": 0.7056, "step": 535 }, { "epoch": 4.43, "learning_rate": 2.04855842185129e-06, "loss": 0.6236, "step": 540 }, { "epoch": 4.47, "learning_rate": 2.06752655538695e-06, "loss": 0.6581, "step": 545 }, { "epoch": 4.51, "learning_rate": 2.08649468892261e-06, "loss": 0.6582, "step": 550 }, { "epoch": 4.55, "learning_rate": 2.1054628224582703e-06, "loss": 0.6542, "step": 555 }, { "epoch": 4.59, "learning_rate": 2.12443095599393e-06, "loss": 0.6086, "step": 560 }, { "epoch": 4.63, "learning_rate": 2.1433990895295905e-06, "loss": 0.5802, "step": 565 }, { "epoch": 4.67, "learning_rate": 2.162367223065251e-06, "loss": 0.6414, "step": 570 }, { "epoch": 4.71, "learning_rate": 2.1813353566009107e-06, "loss": 0.6911, "step": 575 }, { "epoch": 4.75, "learning_rate": 2.2003034901365706e-06, "loss": 0.6478, "step": 580 }, { "epoch": 4.8, "learning_rate": 2.219271623672231e-06, "loss": 0.5478, "step": 585 }, { "epoch": 4.84, "learning_rate": 2.238239757207891e-06, "loss": 0.5731, "step": 590 }, { "epoch": 4.88, "learning_rate": 2.257207890743551e-06, "loss": 0.5935, "step": 595 }, { "epoch": 4.92, "learning_rate": 2.276176024279211e-06, "loss": 0.5285, "step": 600 }, { "epoch": 4.96, "learning_rate": 2.2951441578148714e-06, "loss": 0.6257, "step": 605 }, { "epoch": 5.0, "learning_rate": 2.3141122913505313e-06, "loss": 0.5234, "step": 610 }, { "epoch": 5.0, "eval_accuracy": 0.8335046248715313, "eval_loss": 0.48716917634010315, "eval_runtime": 38.3444, "eval_samples_per_second": 25.375, "eval_steps_per_second": 1.591, "step": 610 }, { "epoch": 5.04, "learning_rate": 2.333080424886191e-06, "loss": 0.5729, "step": 615 }, { "epoch": 5.08, "learning_rate": 2.3520485584218515e-06, "loss": 0.5729, "step": 620 }, { "epoch": 5.12, "learning_rate": 2.3710166919575114e-06, "loss": 0.5388, "step": 625 }, { "epoch": 5.16, "learning_rate": 2.3899848254931717e-06, "loss": 0.5941, "step": 630 }, { "epoch": 5.2, "learning_rate": 2.408952959028832e-06, "loss": 0.5023, "step": 635 }, { "epoch": 5.25, "learning_rate": 2.427921092564492e-06, "loss": 0.5426, "step": 640 }, { "epoch": 5.29, "learning_rate": 2.446889226100152e-06, "loss": 0.4777, "step": 645 }, { "epoch": 5.33, "learning_rate": 2.465857359635812e-06, "loss": 0.5568, "step": 650 }, { "epoch": 5.37, "learning_rate": 2.484825493171472e-06, "loss": 0.4905, "step": 655 }, { "epoch": 5.41, "learning_rate": 2.5037936267071324e-06, "loss": 0.5814, "step": 660 }, { "epoch": 5.45, "learning_rate": 2.5227617602427923e-06, "loss": 0.5155, "step": 665 }, { "epoch": 5.49, "learning_rate": 2.5417298937784526e-06, "loss": 0.4845, "step": 670 }, { "epoch": 5.53, "learning_rate": 2.5606980273141125e-06, "loss": 0.4075, "step": 675 }, { "epoch": 5.57, "learning_rate": 2.5796661608497724e-06, "loss": 0.4734, "step": 680 }, { "epoch": 5.61, "learning_rate": 2.5986342943854327e-06, "loss": 0.4504, "step": 685 }, { "epoch": 5.66, "learning_rate": 2.6176024279210926e-06, "loss": 0.507, "step": 690 }, { "epoch": 5.7, "learning_rate": 2.636570561456753e-06, "loss": 0.4954, "step": 695 }, { "epoch": 5.74, "learning_rate": 2.655538694992413e-06, "loss": 0.4318, "step": 700 }, { "epoch": 5.78, "learning_rate": 2.6745068285280727e-06, "loss": 0.534, "step": 705 }, { "epoch": 5.82, "learning_rate": 2.693474962063733e-06, "loss": 0.5475, "step": 710 }, { "epoch": 5.86, "learning_rate": 2.712443095599393e-06, "loss": 0.4276, "step": 715 }, { "epoch": 5.9, "learning_rate": 2.7314112291350532e-06, "loss": 0.4613, "step": 720 }, { "epoch": 5.94, "learning_rate": 2.7503793626707136e-06, "loss": 0.4466, "step": 725 }, { "epoch": 5.98, "learning_rate": 2.769347496206374e-06, "loss": 0.5246, "step": 730 }, { "epoch": 6.0, "eval_accuracy": 0.8735868448098664, "eval_loss": 0.35859864950180054, "eval_runtime": 38.3347, "eval_samples_per_second": 25.382, "eval_steps_per_second": 1.591, "step": 732 }, { "epoch": 6.02, "learning_rate": 2.7883156297420338e-06, "loss": 0.4048, "step": 735 }, { "epoch": 6.07, "learning_rate": 2.807283763277694e-06, "loss": 0.5199, "step": 740 }, { "epoch": 6.11, "learning_rate": 2.826251896813354e-06, "loss": 0.4736, "step": 745 }, { "epoch": 6.15, "learning_rate": 2.845220030349014e-06, "loss": 0.4186, "step": 750 }, { "epoch": 6.19, "learning_rate": 2.8641881638846742e-06, "loss": 0.4876, "step": 755 }, { "epoch": 6.23, "learning_rate": 2.883156297420334e-06, "loss": 0.4284, "step": 760 }, { "epoch": 6.27, "learning_rate": 2.9021244309559944e-06, "loss": 0.3561, "step": 765 }, { "epoch": 6.31, "learning_rate": 2.9210925644916543e-06, "loss": 0.4445, "step": 770 }, { "epoch": 6.35, "learning_rate": 2.9400606980273142e-06, "loss": 0.4215, "step": 775 }, { "epoch": 6.39, "learning_rate": 2.9590288315629746e-06, "loss": 0.4689, "step": 780 }, { "epoch": 6.43, "learning_rate": 2.9779969650986345e-06, "loss": 0.4195, "step": 785 }, { "epoch": 6.48, "learning_rate": 2.9969650986342948e-06, "loss": 0.4175, "step": 790 }, { "epoch": 6.52, "learning_rate": 3.0159332321699547e-06, "loss": 0.4197, "step": 795 }, { "epoch": 6.56, "learning_rate": 3.0349013657056146e-06, "loss": 0.3741, "step": 800 }, { "epoch": 6.6, "learning_rate": 3.053869499241275e-06, "loss": 0.4688, "step": 805 }, { "epoch": 6.64, "learning_rate": 3.072837632776935e-06, "loss": 0.4878, "step": 810 }, { "epoch": 6.68, "learning_rate": 3.091805766312595e-06, "loss": 0.4784, "step": 815 }, { "epoch": 6.72, "learning_rate": 3.110773899848255e-06, "loss": 0.4877, "step": 820 }, { "epoch": 6.76, "learning_rate": 3.1297420333839153e-06, "loss": 0.5009, "step": 825 }, { "epoch": 6.8, "learning_rate": 3.1487101669195752e-06, "loss": 0.431, "step": 830 }, { "epoch": 6.84, "learning_rate": 3.167678300455235e-06, "loss": 0.3757, "step": 835 }, { "epoch": 6.89, "learning_rate": 3.1866464339908955e-06, "loss": 0.3282, "step": 840 }, { "epoch": 6.93, "learning_rate": 3.2056145675265554e-06, "loss": 0.3639, "step": 845 }, { "epoch": 6.97, "learning_rate": 3.2245827010622157e-06, "loss": 0.3691, "step": 850 }, { "epoch": 7.0, "eval_accuracy": 0.8992805755395683, "eval_loss": 0.31340497732162476, "eval_runtime": 38.469, "eval_samples_per_second": 25.293, "eval_steps_per_second": 1.586, "step": 854 }, { "epoch": 7.01, "learning_rate": 3.2435508345978756e-06, "loss": 0.3124, "step": 855 }, { "epoch": 7.05, "learning_rate": 3.2625189681335363e-06, "loss": 0.3577, "step": 860 }, { "epoch": 7.09, "learning_rate": 3.2814871016691962e-06, "loss": 0.2683, "step": 865 }, { "epoch": 7.13, "learning_rate": 3.3004552352048565e-06, "loss": 0.2743, "step": 870 }, { "epoch": 7.17, "learning_rate": 3.3194233687405164e-06, "loss": 0.3645, "step": 875 }, { "epoch": 7.21, "learning_rate": 3.3383915022761763e-06, "loss": 0.3546, "step": 880 }, { "epoch": 7.25, "learning_rate": 3.3573596358118367e-06, "loss": 0.4235, "step": 885 }, { "epoch": 7.3, "learning_rate": 3.3763277693474965e-06, "loss": 0.3837, "step": 890 }, { "epoch": 7.34, "learning_rate": 3.395295902883157e-06, "loss": 0.2884, "step": 895 }, { "epoch": 7.38, "learning_rate": 3.4142640364188168e-06, "loss": 0.3577, "step": 900 }, { "epoch": 7.42, "learning_rate": 3.4332321699544767e-06, "loss": 0.3608, "step": 905 }, { "epoch": 7.46, "learning_rate": 3.452200303490137e-06, "loss": 0.3299, "step": 910 }, { "epoch": 7.5, "learning_rate": 3.471168437025797e-06, "loss": 0.3111, "step": 915 }, { "epoch": 7.54, "learning_rate": 3.490136570561457e-06, "loss": 0.3328, "step": 920 }, { "epoch": 7.58, "learning_rate": 3.509104704097117e-06, "loss": 0.2494, "step": 925 }, { "epoch": 7.62, "learning_rate": 3.528072837632777e-06, "loss": 0.3438, "step": 930 }, { "epoch": 7.66, "learning_rate": 3.5470409711684373e-06, "loss": 0.3035, "step": 935 }, { "epoch": 7.7, "learning_rate": 3.5660091047040972e-06, "loss": 0.2355, "step": 940 }, { "epoch": 7.75, "learning_rate": 3.5849772382397575e-06, "loss": 0.2861, "step": 945 }, { "epoch": 7.79, "learning_rate": 3.6039453717754174e-06, "loss": 0.2461, "step": 950 }, { "epoch": 7.83, "learning_rate": 3.6229135053110773e-06, "loss": 0.3799, "step": 955 }, { "epoch": 7.87, "learning_rate": 3.6418816388467377e-06, "loss": 0.3158, "step": 960 }, { "epoch": 7.91, "learning_rate": 3.6608497723823976e-06, "loss": 0.3154, "step": 965 }, { "epoch": 7.95, "learning_rate": 3.679817905918058e-06, "loss": 0.3094, "step": 970 }, { "epoch": 7.99, "learning_rate": 3.6987860394537178e-06, "loss": 0.4708, "step": 975 }, { "epoch": 8.0, "eval_accuracy": 0.9393627954779034, "eval_loss": 0.20690585672855377, "eval_runtime": 38.3529, "eval_samples_per_second": 25.37, "eval_steps_per_second": 1.59, "step": 976 }, { "epoch": 8.03, "learning_rate": 3.717754172989378e-06, "loss": 0.2706, "step": 980 }, { "epoch": 8.07, "learning_rate": 3.736722306525038e-06, "loss": 0.2366, "step": 985 }, { "epoch": 8.11, "learning_rate": 3.7556904400606987e-06, "loss": 0.3565, "step": 990 }, { "epoch": 8.16, "learning_rate": 3.7746585735963586e-06, "loss": 0.2274, "step": 995 }, { "epoch": 8.2, "learning_rate": 3.7936267071320185e-06, "loss": 0.2032, "step": 1000 }, { "epoch": 8.24, "learning_rate": 3.812594840667679e-06, "loss": 0.3676, "step": 1005 }, { "epoch": 8.28, "learning_rate": 3.831562974203339e-06, "loss": 0.3325, "step": 1010 }, { "epoch": 8.32, "learning_rate": 3.850531107738999e-06, "loss": 0.2529, "step": 1015 }, { "epoch": 8.36, "learning_rate": 3.869499241274659e-06, "loss": 0.3142, "step": 1020 }, { "epoch": 8.4, "learning_rate": 3.888467374810319e-06, "loss": 0.2762, "step": 1025 }, { "epoch": 8.44, "learning_rate": 3.907435508345979e-06, "loss": 0.307, "step": 1030 }, { "epoch": 8.48, "learning_rate": 3.9264036418816395e-06, "loss": 0.3052, "step": 1035 }, { "epoch": 8.52, "learning_rate": 3.945371775417299e-06, "loss": 0.2407, "step": 1040 }, { "epoch": 8.57, "learning_rate": 3.964339908952959e-06, "loss": 0.3083, "step": 1045 }, { "epoch": 8.61, "learning_rate": 3.983308042488619e-06, "loss": 0.2535, "step": 1050 }, { "epoch": 8.65, "learning_rate": 4.00227617602428e-06, "loss": 0.2663, "step": 1055 }, { "epoch": 8.69, "learning_rate": 4.02124430955994e-06, "loss": 0.29, "step": 1060 }, { "epoch": 8.73, "learning_rate": 4.0402124430956e-06, "loss": 0.3125, "step": 1065 }, { "epoch": 8.77, "learning_rate": 4.05918057663126e-06, "loss": 0.3293, "step": 1070 }, { "epoch": 8.81, "learning_rate": 4.0781487101669195e-06, "loss": 0.2345, "step": 1075 }, { "epoch": 8.85, "learning_rate": 4.09711684370258e-06, "loss": 0.2147, "step": 1080 }, { "epoch": 8.89, "learning_rate": 4.11608497723824e-06, "loss": 0.1732, "step": 1085 }, { "epoch": 8.93, "learning_rate": 4.1350531107739e-06, "loss": 0.2756, "step": 1090 }, { "epoch": 8.98, "learning_rate": 4.15402124430956e-06, "loss": 0.1694, "step": 1095 }, { "epoch": 9.0, "eval_accuracy": 0.9414182939362795, "eval_loss": 0.18316909670829773, "eval_runtime": 38.3501, "eval_samples_per_second": 25.371, "eval_steps_per_second": 1.591, "step": 1098 }, { "epoch": 9.02, "learning_rate": 4.17298937784522e-06, "loss": 0.272, "step": 1100 }, { "epoch": 9.06, "learning_rate": 4.191957511380881e-06, "loss": 0.2576, "step": 1105 }, { "epoch": 9.1, "learning_rate": 4.2109256449165405e-06, "loss": 0.2456, "step": 1110 }, { "epoch": 9.14, "learning_rate": 4.2298937784522004e-06, "loss": 0.2365, "step": 1115 }, { "epoch": 9.18, "learning_rate": 4.24886191198786e-06, "loss": 0.1883, "step": 1120 }, { "epoch": 9.22, "learning_rate": 4.267830045523521e-06, "loss": 0.2595, "step": 1125 }, { "epoch": 9.26, "learning_rate": 4.286798179059181e-06, "loss": 0.1742, "step": 1130 }, { "epoch": 9.3, "learning_rate": 4.305766312594841e-06, "loss": 0.2042, "step": 1135 }, { "epoch": 9.34, "learning_rate": 4.324734446130502e-06, "loss": 0.1657, "step": 1140 }, { "epoch": 9.39, "learning_rate": 4.3437025796661615e-06, "loss": 0.2747, "step": 1145 }, { "epoch": 9.43, "learning_rate": 4.362670713201821e-06, "loss": 0.1626, "step": 1150 }, { "epoch": 9.47, "learning_rate": 4.381638846737481e-06, "loss": 0.2099, "step": 1155 }, { "epoch": 9.51, "learning_rate": 4.400606980273141e-06, "loss": 0.1882, "step": 1160 }, { "epoch": 9.55, "learning_rate": 4.419575113808802e-06, "loss": 0.3238, "step": 1165 }, { "epoch": 9.59, "learning_rate": 4.438543247344462e-06, "loss": 0.1972, "step": 1170 }, { "epoch": 9.63, "learning_rate": 4.457511380880122e-06, "loss": 0.2717, "step": 1175 }, { "epoch": 9.67, "learning_rate": 4.476479514415782e-06, "loss": 0.3135, "step": 1180 }, { "epoch": 9.71, "learning_rate": 4.4954476479514415e-06, "loss": 0.2084, "step": 1185 }, { "epoch": 9.75, "learning_rate": 4.514415781487102e-06, "loss": 0.207, "step": 1190 }, { "epoch": 9.8, "learning_rate": 4.533383915022762e-06, "loss": 0.1648, "step": 1195 }, { "epoch": 9.84, "learning_rate": 4.552352048558422e-06, "loss": 0.2692, "step": 1200 }, { "epoch": 9.88, "learning_rate": 4.571320182094082e-06, "loss": 0.2485, "step": 1205 }, { "epoch": 9.92, "learning_rate": 4.590288315629743e-06, "loss": 0.2064, "step": 1210 }, { "epoch": 9.96, "learning_rate": 4.609256449165403e-06, "loss": 0.1995, "step": 1215 }, { "epoch": 10.0, "learning_rate": 4.6282245827010625e-06, "loss": 0.2749, "step": 1220 }, { "epoch": 10.0, "eval_accuracy": 0.9640287769784173, "eval_loss": 0.11980544030666351, "eval_runtime": 38.2362, "eval_samples_per_second": 25.447, "eval_steps_per_second": 1.595, "step": 1220 }, { "epoch": 10.04, "learning_rate": 4.647192716236722e-06, "loss": 0.2508, "step": 1225 }, { "epoch": 10.08, "learning_rate": 4.666160849772382e-06, "loss": 0.1797, "step": 1230 }, { "epoch": 10.12, "learning_rate": 4.685128983308043e-06, "loss": 0.2694, "step": 1235 }, { "epoch": 10.16, "learning_rate": 4.704097116843703e-06, "loss": 0.2526, "step": 1240 }, { "epoch": 10.2, "learning_rate": 4.723065250379363e-06, "loss": 0.2319, "step": 1245 }, { "epoch": 10.25, "learning_rate": 4.742033383915023e-06, "loss": 0.2352, "step": 1250 }, { "epoch": 10.29, "learning_rate": 4.7610015174506835e-06, "loss": 0.263, "step": 1255 }, { "epoch": 10.33, "learning_rate": 4.779969650986343e-06, "loss": 0.1787, "step": 1260 }, { "epoch": 10.37, "learning_rate": 4.798937784522003e-06, "loss": 0.1999, "step": 1265 }, { "epoch": 10.41, "learning_rate": 4.817905918057664e-06, "loss": 0.2165, "step": 1270 }, { "epoch": 10.45, "learning_rate": 4.836874051593324e-06, "loss": 0.1601, "step": 1275 }, { "epoch": 10.49, "learning_rate": 4.855842185128984e-06, "loss": 0.1765, "step": 1280 }, { "epoch": 10.53, "learning_rate": 4.874810318664644e-06, "loss": 0.196, "step": 1285 }, { "epoch": 10.57, "learning_rate": 4.893778452200304e-06, "loss": 0.1229, "step": 1290 }, { "epoch": 10.61, "learning_rate": 4.912746585735964e-06, "loss": 0.1257, "step": 1295 }, { "epoch": 10.66, "learning_rate": 4.931714719271624e-06, "loss": 0.1496, "step": 1300 }, { "epoch": 10.7, "learning_rate": 4.950682852807284e-06, "loss": 0.17, "step": 1305 }, { "epoch": 10.74, "learning_rate": 4.969650986342944e-06, "loss": 0.1545, "step": 1310 }, { "epoch": 10.78, "learning_rate": 4.988619119878604e-06, "loss": 0.1693, "step": 1315 }, { "epoch": 10.82, "learning_rate": 4.931506849315069e-06, "loss": 0.1291, "step": 1320 }, { "epoch": 10.86, "learning_rate": 4.76027397260274e-06, "loss": 0.1815, "step": 1325 }, { "epoch": 10.9, "learning_rate": 4.589041095890411e-06, "loss": 0.1872, "step": 1330 }, { "epoch": 10.94, "learning_rate": 4.4178082191780825e-06, "loss": 0.2, "step": 1335 }, { "epoch": 10.98, "learning_rate": 4.246575342465754e-06, "loss": 0.1777, "step": 1340 }, { "epoch": 11.0, "eval_accuracy": 0.9732785200411099, "eval_loss": 0.0844743624329567, "eval_runtime": 38.4074, "eval_samples_per_second": 25.334, "eval_steps_per_second": 1.588, "step": 1342 }, { "epoch": 11.02, "learning_rate": 4.075342465753426e-06, "loss": 0.2062, "step": 1345 }, { "epoch": 11.07, "learning_rate": 3.904109589041096e-06, "loss": 0.1519, "step": 1350 }, { "epoch": 11.11, "learning_rate": 3.7328767123287675e-06, "loss": 0.1812, "step": 1355 }, { "epoch": 11.15, "learning_rate": 3.5616438356164386e-06, "loss": 0.1496, "step": 1360 }, { "epoch": 11.19, "learning_rate": 3.39041095890411e-06, "loss": 0.1927, "step": 1365 }, { "epoch": 11.23, "learning_rate": 3.2191780821917813e-06, "loss": 0.151, "step": 1370 }, { "epoch": 11.27, "learning_rate": 3.0479452054794525e-06, "loss": 0.1262, "step": 1375 }, { "epoch": 11.31, "learning_rate": 2.876712328767123e-06, "loss": 0.2034, "step": 1380 }, { "epoch": 11.35, "learning_rate": 2.705479452054795e-06, "loss": 0.1513, "step": 1385 }, { "epoch": 11.39, "learning_rate": 2.534246575342466e-06, "loss": 0.1479, "step": 1390 }, { "epoch": 11.43, "learning_rate": 2.363013698630137e-06, "loss": 0.0822, "step": 1395 }, { "epoch": 11.48, "learning_rate": 2.191780821917808e-06, "loss": 0.1607, "step": 1400 }, { "epoch": 11.52, "learning_rate": 2.0205479452054797e-06, "loss": 0.0946, "step": 1405 }, { "epoch": 11.56, "learning_rate": 1.8493150684931507e-06, "loss": 0.1685, "step": 1410 }, { "epoch": 11.6, "learning_rate": 1.678082191780822e-06, "loss": 0.1005, "step": 1415 }, { "epoch": 11.64, "learning_rate": 1.5068493150684932e-06, "loss": 0.1871, "step": 1420 }, { "epoch": 11.68, "learning_rate": 1.3356164383561645e-06, "loss": 0.1389, "step": 1425 }, { "epoch": 11.72, "learning_rate": 1.1643835616438357e-06, "loss": 0.1835, "step": 1430 }, { "epoch": 11.76, "learning_rate": 9.931506849315068e-07, "loss": 0.1698, "step": 1435 }, { "epoch": 11.8, "learning_rate": 8.219178082191781e-07, "loss": 0.2009, "step": 1440 }, { "epoch": 11.84, "learning_rate": 6.506849315068493e-07, "loss": 0.1655, "step": 1445 }, { "epoch": 11.89, "learning_rate": 4.794520547945206e-07, "loss": 0.1749, "step": 1450 }, { "epoch": 11.93, "learning_rate": 3.082191780821918e-07, "loss": 0.1388, "step": 1455 }, { "epoch": 11.97, "learning_rate": 1.36986301369863e-07, "loss": 0.1529, "step": 1460 }, { "epoch": 12.0, "eval_accuracy": 0.9907502569373073, "eval_loss": 0.04338991269469261, "eval_runtime": 38.35, "eval_samples_per_second": 25.372, "eval_steps_per_second": 1.591, "step": 1464 }, { "epoch": 12.0, "step": 1464, "total_flos": 1.2795133907158622e+19, "train_loss": 0.7126436810024449, "train_runtime": 8746.6735, "train_samples_per_second": 5.338, "train_steps_per_second": 0.167 } ], "max_steps": 1464, "num_train_epochs": 12, "total_flos": 1.2795133907158622e+19, "trial_name": null, "trial_params": null }