| { | |
| "best_metric": 0.9681397738951696, | |
| "best_model_checkpoint": "swinv2-large-patch4-window12to16-192to256-22kto1k-ft-finetuned-Lesion-Classification-HAM10000-AH/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": 2.0303, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 3.7936267071320186e-08, | |
| "loss": 2.0889, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 5.6904400606980276e-08, | |
| "loss": 2.0329, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 7.587253414264037e-08, | |
| "loss": 2.0092, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 9.484066767830046e-08, | |
| "loss": 2.0451, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 1.1380880121396055e-07, | |
| "loss": 1.9588, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 1.3277693474962064e-07, | |
| "loss": 2.0079, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 1.5174506828528074e-07, | |
| "loss": 2.0162, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 1.7071320182094083e-07, | |
| "loss": 2.0739, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 1.896813353566009e-07, | |
| "loss": 2.0052, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 2.0864946889226102e-07, | |
| "loss": 1.978, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 2.276176024279211e-07, | |
| "loss": 1.9527, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 2.465857359635812e-07, | |
| "loss": 1.9792, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 2.6555386949924127e-07, | |
| "loss": 2.0323, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 2.845220030349014e-07, | |
| "loss": 2.0088, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 3.034901365705615e-07, | |
| "loss": 1.9603, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 3.2245827010622155e-07, | |
| "loss": 1.9954, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 3.4142640364188166e-07, | |
| "loss": 2.0107, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 3.6039453717754177e-07, | |
| "loss": 1.9807, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 3.793626707132018e-07, | |
| "loss": 1.9897, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 3.9833080424886193e-07, | |
| "loss": 1.9617, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 4.1729893778452204e-07, | |
| "loss": 1.9386, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 4.3626707132018215e-07, | |
| "loss": 1.9791, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 4.552352048558422e-07, | |
| "loss": 1.9527, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.17163412127440905, | |
| "eval_loss": 1.9745616912841797, | |
| "eval_runtime": 609.8415, | |
| "eval_samples_per_second": 1.595, | |
| "eval_steps_per_second": 0.1, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 4.742033383915023e-07, | |
| "loss": 1.9568, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 4.931714719271624e-07, | |
| "loss": 1.9118, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 5.121396054628225e-07, | |
| "loss": 1.9254, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 5.311077389984825e-07, | |
| "loss": 1.928, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 5.500758725341426e-07, | |
| "loss": 1.9094, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 5.690440060698028e-07, | |
| "loss": 1.8791, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 5.880121396054629e-07, | |
| "loss": 1.924, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 6.06980273141123e-07, | |
| "loss": 1.9353, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 6.259484066767831e-07, | |
| "loss": 1.8829, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 6.449165402124431e-07, | |
| "loss": 1.8735, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 6.638846737481032e-07, | |
| "loss": 1.8188, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 6.828528072837633e-07, | |
| "loss": 1.8702, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 7.018209408194235e-07, | |
| "loss": 1.8612, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 7.207890743550835e-07, | |
| "loss": 1.8753, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 7.397572078907436e-07, | |
| "loss": 1.831, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 7.587253414264036e-07, | |
| "loss": 1.8398, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 7.776934749620638e-07, | |
| "loss": 1.8672, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 7.966616084977239e-07, | |
| "loss": 1.8791, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 8.156297420333841e-07, | |
| "loss": 1.8344, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 8.345978755690441e-07, | |
| "loss": 1.809, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 8.535660091047042e-07, | |
| "loss": 1.8114, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 8.725341426403643e-07, | |
| "loss": 1.7895, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 8.915022761760243e-07, | |
| "loss": 1.8195, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 9.104704097116844e-07, | |
| "loss": 1.818, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.36279547790339156, | |
| "eval_loss": 1.74229896068573, | |
| "eval_runtime": 12.3146, | |
| "eval_samples_per_second": 79.012, | |
| "eval_steps_per_second": 4.953, | |
| "step": 244 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 9.294385432473445e-07, | |
| "loss": 1.7437, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 9.484066767830046e-07, | |
| "loss": 1.7889, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 9.673748103186647e-07, | |
| "loss": 1.7475, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 9.863429438543249e-07, | |
| "loss": 1.7309, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 1.005311077389985e-06, | |
| "loss": 1.7412, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 1.024279210925645e-06, | |
| "loss": 1.7295, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 1.043247344461305e-06, | |
| "loss": 1.6847, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 1.062215477996965e-06, | |
| "loss": 1.7044, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 1.0811836115326254e-06, | |
| "loss": 1.7051, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 1.1001517450682853e-06, | |
| "loss": 1.6499, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 1.1191198786039454e-06, | |
| "loss": 1.6291, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 1.1380880121396055e-06, | |
| "loss": 1.6438, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 1.1570561456752656e-06, | |
| "loss": 1.6391, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 1.1760242792109257e-06, | |
| "loss": 1.5855, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 1.1949924127465858e-06, | |
| "loss": 1.6029, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 1.213960546282246e-06, | |
| "loss": 1.5638, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 1.232928679817906e-06, | |
| "loss": 1.5877, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 1.2518968133535662e-06, | |
| "loss": 1.5426, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 1.2708649468892263e-06, | |
| "loss": 1.5249, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 1.2898330804248862e-06, | |
| "loss": 1.5085, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 1.3088012139605463e-06, | |
| "loss": 1.4601, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 1.3277693474962064e-06, | |
| "loss": 1.4913, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 1.3467374810318665e-06, | |
| "loss": 1.4604, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 1.3657056145675266e-06, | |
| "loss": 1.4295, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 1.384673748103187e-06, | |
| "loss": 1.5044, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.5046248715313464, | |
| "eval_loss": 1.37071692943573, | |
| "eval_runtime": 12.1191, | |
| "eval_samples_per_second": 80.287, | |
| "eval_steps_per_second": 5.033, | |
| "step": 366 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 1.403641881638847e-06, | |
| "loss": 1.3349, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 1.422610015174507e-06, | |
| "loss": 1.3948, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 1.441578148710167e-06, | |
| "loss": 1.3449, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 1.4605462822458272e-06, | |
| "loss": 1.4122, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 1.4795144157814873e-06, | |
| "loss": 1.3947, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 1.4984825493171474e-06, | |
| "loss": 1.3121, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 1.5174506828528073e-06, | |
| "loss": 1.3169, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 1.5364188163884674e-06, | |
| "loss": 1.3185, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 1.5553869499241275e-06, | |
| "loss": 1.3195, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 1.5743550834597876e-06, | |
| "loss": 1.302, | |
| "step": 415 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 1.5933232169954477e-06, | |
| "loss": 1.2224, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 1.6122913505311078e-06, | |
| "loss": 1.2269, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 1.6312594840667682e-06, | |
| "loss": 1.2594, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 3.57, | |
| "learning_rate": 1.6502276176024283e-06, | |
| "loss": 1.1944, | |
| "step": 435 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 1.6691957511380882e-06, | |
| "loss": 1.2555, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 1.6881638846737483e-06, | |
| "loss": 1.1992, | |
| "step": 445 | |
| }, | |
| { | |
| "epoch": 3.69, | |
| "learning_rate": 1.7071320182094084e-06, | |
| "loss": 1.2664, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 1.7261001517450685e-06, | |
| "loss": 1.0565, | |
| "step": 455 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "learning_rate": 1.7450682852807286e-06, | |
| "loss": 1.2018, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 1.7640364188163885e-06, | |
| "loss": 1.1382, | |
| "step": 465 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 1.7830045523520486e-06, | |
| "loss": 1.0748, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 1.8019726858877087e-06, | |
| "loss": 1.1518, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 1.8209408194233688e-06, | |
| "loss": 1.1281, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 1.839908952959029e-06, | |
| "loss": 1.1173, | |
| "step": 485 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6300102774922919, | |
| "eval_loss": 0.9796252846717834, | |
| "eval_runtime": 12.1119, | |
| "eval_samples_per_second": 80.334, | |
| "eval_steps_per_second": 5.036, | |
| "step": 488 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 1.858877086494689e-06, | |
| "loss": 1.0175, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 4.06, | |
| "learning_rate": 1.8778452200303494e-06, | |
| "loss": 1.0521, | |
| "step": 495 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 1.8968133535660093e-06, | |
| "loss": 1.0074, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 4.14, | |
| "learning_rate": 1.9157814871016696e-06, | |
| "loss": 1.1084, | |
| "step": 505 | |
| }, | |
| { | |
| "epoch": 4.18, | |
| "learning_rate": 1.9347496206373295e-06, | |
| "loss": 1.0496, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 4.22, | |
| "learning_rate": 1.9537177541729894e-06, | |
| "loss": 1.0524, | |
| "step": 515 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "learning_rate": 1.9726858877086497e-06, | |
| "loss": 1.0638, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "learning_rate": 1.9916540212443096e-06, | |
| "loss": 0.9354, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "learning_rate": 2.01062215477997e-06, | |
| "loss": 1.0195, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 4.39, | |
| "learning_rate": 2.02959028831563e-06, | |
| "loss": 0.9768, | |
| "step": 535 | |
| }, | |
| { | |
| "epoch": 4.43, | |
| "learning_rate": 2.04855842185129e-06, | |
| "loss": 0.9741, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 4.47, | |
| "learning_rate": 2.06752655538695e-06, | |
| "loss": 0.922, | |
| "step": 545 | |
| }, | |
| { | |
| "epoch": 4.51, | |
| "learning_rate": 2.08649468892261e-06, | |
| "loss": 0.9147, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "learning_rate": 2.1054628224582703e-06, | |
| "loss": 0.9949, | |
| "step": 555 | |
| }, | |
| { | |
| "epoch": 4.59, | |
| "learning_rate": 2.12443095599393e-06, | |
| "loss": 0.9512, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 2.1433990895295905e-06, | |
| "loss": 1.0096, | |
| "step": 565 | |
| }, | |
| { | |
| "epoch": 4.67, | |
| "learning_rate": 2.162367223065251e-06, | |
| "loss": 0.9847, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 4.71, | |
| "learning_rate": 2.1813353566009107e-06, | |
| "loss": 0.9605, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "learning_rate": 2.2003034901365706e-06, | |
| "loss": 0.9858, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "learning_rate": 2.219271623672231e-06, | |
| "loss": 1.0372, | |
| "step": 585 | |
| }, | |
| { | |
| "epoch": 4.84, | |
| "learning_rate": 2.238239757207891e-06, | |
| "loss": 0.8974, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 2.257207890743551e-06, | |
| "loss": 0.9489, | |
| "step": 595 | |
| }, | |
| { | |
| "epoch": 4.92, | |
| "learning_rate": 2.276176024279211e-06, | |
| "loss": 0.956, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "learning_rate": 2.2951441578148714e-06, | |
| "loss": 0.8333, | |
| "step": 605 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 2.3141122913505313e-06, | |
| "loss": 0.8714, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.7379239465570401, | |
| "eval_loss": 0.7474789023399353, | |
| "eval_runtime": 12.2353, | |
| "eval_samples_per_second": 79.524, | |
| "eval_steps_per_second": 4.986, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "learning_rate": 2.333080424886191e-06, | |
| "loss": 0.8586, | |
| "step": 615 | |
| }, | |
| { | |
| "epoch": 5.08, | |
| "learning_rate": 2.3520485584218515e-06, | |
| "loss": 0.8707, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "learning_rate": 2.3710166919575114e-06, | |
| "loss": 0.8337, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 5.16, | |
| "learning_rate": 2.3899848254931717e-06, | |
| "loss": 0.8779, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "learning_rate": 2.408952959028832e-06, | |
| "loss": 0.8165, | |
| "step": 635 | |
| }, | |
| { | |
| "epoch": 5.25, | |
| "learning_rate": 2.427921092564492e-06, | |
| "loss": 0.9595, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 5.29, | |
| "learning_rate": 2.446889226100152e-06, | |
| "loss": 0.8697, | |
| "step": 645 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "learning_rate": 2.465857359635812e-06, | |
| "loss": 0.9237, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "learning_rate": 2.484825493171472e-06, | |
| "loss": 0.7407, | |
| "step": 655 | |
| }, | |
| { | |
| "epoch": 5.41, | |
| "learning_rate": 2.5037936267071324e-06, | |
| "loss": 0.8128, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 5.45, | |
| "learning_rate": 2.5227617602427923e-06, | |
| "loss": 0.8463, | |
| "step": 665 | |
| }, | |
| { | |
| "epoch": 5.49, | |
| "learning_rate": 2.5417298937784526e-06, | |
| "loss": 0.8067, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 5.53, | |
| "learning_rate": 2.5606980273141125e-06, | |
| "loss": 0.7641, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 5.57, | |
| "learning_rate": 2.5796661608497724e-06, | |
| "loss": 0.8055, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 5.61, | |
| "learning_rate": 2.5986342943854327e-06, | |
| "loss": 0.8106, | |
| "step": 685 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "learning_rate": 2.6176024279210926e-06, | |
| "loss": 0.7525, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 5.7, | |
| "learning_rate": 2.636570561456753e-06, | |
| "loss": 0.8011, | |
| "step": 695 | |
| }, | |
| { | |
| "epoch": 5.74, | |
| "learning_rate": 2.655538694992413e-06, | |
| "loss": 0.8603, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 5.78, | |
| "learning_rate": 2.6745068285280727e-06, | |
| "loss": 0.7887, | |
| "step": 705 | |
| }, | |
| { | |
| "epoch": 5.82, | |
| "learning_rate": 2.693474962063733e-06, | |
| "loss": 0.7705, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 5.86, | |
| "learning_rate": 2.712443095599393e-06, | |
| "loss": 0.828, | |
| "step": 715 | |
| }, | |
| { | |
| "epoch": 5.9, | |
| "learning_rate": 2.7314112291350532e-06, | |
| "loss": 0.7743, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 5.94, | |
| "learning_rate": 2.7503793626707136e-06, | |
| "loss": 0.7371, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 5.98, | |
| "learning_rate": 2.769347496206374e-06, | |
| "loss": 0.8631, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.7728674203494348, | |
| "eval_loss": 0.5978264212608337, | |
| "eval_runtime": 12.1424, | |
| "eval_samples_per_second": 80.132, | |
| "eval_steps_per_second": 5.024, | |
| "step": 732 | |
| }, | |
| { | |
| "epoch": 6.02, | |
| "learning_rate": 2.7883156297420338e-06, | |
| "loss": 0.7547, | |
| "step": 735 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "learning_rate": 2.807283763277694e-06, | |
| "loss": 0.7407, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 6.11, | |
| "learning_rate": 2.826251896813354e-06, | |
| "loss": 0.749, | |
| "step": 745 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "learning_rate": 2.845220030349014e-06, | |
| "loss": 0.6788, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "learning_rate": 2.8641881638846742e-06, | |
| "loss": 0.7114, | |
| "step": 755 | |
| }, | |
| { | |
| "epoch": 6.23, | |
| "learning_rate": 2.883156297420334e-06, | |
| "loss": 0.6271, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 6.27, | |
| "learning_rate": 2.9021244309559944e-06, | |
| "loss": 0.6809, | |
| "step": 765 | |
| }, | |
| { | |
| "epoch": 6.31, | |
| "learning_rate": 2.9210925644916543e-06, | |
| "loss": 0.7578, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 6.35, | |
| "learning_rate": 2.9400606980273142e-06, | |
| "loss": 0.7095, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 6.39, | |
| "learning_rate": 2.9590288315629746e-06, | |
| "loss": 0.7272, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 6.43, | |
| "learning_rate": 2.9779969650986345e-06, | |
| "loss": 0.6748, | |
| "step": 785 | |
| }, | |
| { | |
| "epoch": 6.48, | |
| "learning_rate": 2.9969650986342948e-06, | |
| "loss": 0.6702, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 6.52, | |
| "learning_rate": 3.0159332321699547e-06, | |
| "loss": 0.6342, | |
| "step": 795 | |
| }, | |
| { | |
| "epoch": 6.56, | |
| "learning_rate": 3.0349013657056146e-06, | |
| "loss": 0.6043, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 6.6, | |
| "learning_rate": 3.053869499241275e-06, | |
| "loss": 0.6657, | |
| "step": 805 | |
| }, | |
| { | |
| "epoch": 6.64, | |
| "learning_rate": 3.072837632776935e-06, | |
| "loss": 0.5964, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 6.68, | |
| "learning_rate": 3.091805766312595e-06, | |
| "loss": 0.6803, | |
| "step": 815 | |
| }, | |
| { | |
| "epoch": 6.72, | |
| "learning_rate": 3.110773899848255e-06, | |
| "loss": 0.7096, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 6.76, | |
| "learning_rate": 3.1297420333839153e-06, | |
| "loss": 0.6872, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 6.8, | |
| "learning_rate": 3.1487101669195752e-06, | |
| "loss": 0.6366, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 6.84, | |
| "learning_rate": 3.167678300455235e-06, | |
| "loss": 0.6623, | |
| "step": 835 | |
| }, | |
| { | |
| "epoch": 6.89, | |
| "learning_rate": 3.1866464339908955e-06, | |
| "loss": 0.7024, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 6.93, | |
| "learning_rate": 3.2056145675265554e-06, | |
| "loss": 0.5698, | |
| "step": 845 | |
| }, | |
| { | |
| "epoch": 6.97, | |
| "learning_rate": 3.2245827010622157e-06, | |
| "loss": 0.628, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8211716341212744, | |
| "eval_loss": 0.4790518879890442, | |
| "eval_runtime": 12.2233, | |
| "eval_samples_per_second": 79.602, | |
| "eval_steps_per_second": 4.99, | |
| "step": 854 | |
| }, | |
| { | |
| "epoch": 7.01, | |
| "learning_rate": 3.2435508345978756e-06, | |
| "loss": 0.7861, | |
| "step": 855 | |
| }, | |
| { | |
| "epoch": 7.05, | |
| "learning_rate": 3.2625189681335363e-06, | |
| "loss": 0.6253, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 7.09, | |
| "learning_rate": 3.2814871016691962e-06, | |
| "loss": 0.5679, | |
| "step": 865 | |
| }, | |
| { | |
| "epoch": 7.13, | |
| "learning_rate": 3.3004552352048565e-06, | |
| "loss": 0.5902, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 3.3194233687405164e-06, | |
| "loss": 0.6637, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "learning_rate": 3.3383915022761763e-06, | |
| "loss": 0.5917, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 7.25, | |
| "learning_rate": 3.3573596358118367e-06, | |
| "loss": 0.6047, | |
| "step": 885 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "learning_rate": 3.3763277693474965e-06, | |
| "loss": 0.6588, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 7.34, | |
| "learning_rate": 3.395295902883157e-06, | |
| "loss": 0.5692, | |
| "step": 895 | |
| }, | |
| { | |
| "epoch": 7.38, | |
| "learning_rate": 3.4142640364188168e-06, | |
| "loss": 0.6511, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 7.42, | |
| "learning_rate": 3.4332321699544767e-06, | |
| "loss": 0.4797, | |
| "step": 905 | |
| }, | |
| { | |
| "epoch": 7.46, | |
| "learning_rate": 3.452200303490137e-06, | |
| "loss": 0.546, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "learning_rate": 3.471168437025797e-06, | |
| "loss": 0.572, | |
| "step": 915 | |
| }, | |
| { | |
| "epoch": 7.54, | |
| "learning_rate": 3.490136570561457e-06, | |
| "loss": 0.5523, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 7.58, | |
| "learning_rate": 3.509104704097117e-06, | |
| "loss": 0.5376, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 7.62, | |
| "learning_rate": 3.528072837632777e-06, | |
| "loss": 0.6337, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 7.66, | |
| "learning_rate": 3.5470409711684373e-06, | |
| "loss": 0.4966, | |
| "step": 935 | |
| }, | |
| { | |
| "epoch": 7.7, | |
| "learning_rate": 3.5660091047040972e-06, | |
| "loss": 0.6301, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 7.75, | |
| "learning_rate": 3.5849772382397575e-06, | |
| "loss": 0.6205, | |
| "step": 945 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 3.6039453717754174e-06, | |
| "loss": 0.5112, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 7.83, | |
| "learning_rate": 3.6229135053110773e-06, | |
| "loss": 0.5502, | |
| "step": 955 | |
| }, | |
| { | |
| "epoch": 7.87, | |
| "learning_rate": 3.6418816388467377e-06, | |
| "loss": 0.5979, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 3.6608497723823976e-06, | |
| "loss": 0.6193, | |
| "step": 965 | |
| }, | |
| { | |
| "epoch": 7.95, | |
| "learning_rate": 3.679817905918058e-06, | |
| "loss": 0.4402, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 7.99, | |
| "learning_rate": 3.6987860394537178e-06, | |
| "loss": 0.5588, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8705035971223022, | |
| "eval_loss": 0.3516809940338135, | |
| "eval_runtime": 12.3153, | |
| "eval_samples_per_second": 79.008, | |
| "eval_steps_per_second": 4.953, | |
| "step": 976 | |
| }, | |
| { | |
| "epoch": 8.03, | |
| "learning_rate": 3.717754172989378e-06, | |
| "loss": 0.419, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 8.07, | |
| "learning_rate": 3.736722306525038e-06, | |
| "loss": 0.4853, | |
| "step": 985 | |
| }, | |
| { | |
| "epoch": 8.11, | |
| "learning_rate": 3.7556904400606987e-06, | |
| "loss": 0.4629, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 8.16, | |
| "learning_rate": 3.7746585735963586e-06, | |
| "loss": 0.6048, | |
| "step": 995 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "learning_rate": 3.7936267071320185e-06, | |
| "loss": 0.3975, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 8.24, | |
| "learning_rate": 3.812594840667679e-06, | |
| "loss": 0.6381, | |
| "step": 1005 | |
| }, | |
| { | |
| "epoch": 8.28, | |
| "learning_rate": 3.831562974203339e-06, | |
| "loss": 0.4905, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 8.32, | |
| "learning_rate": 3.850531107738999e-06, | |
| "loss": 0.5025, | |
| "step": 1015 | |
| }, | |
| { | |
| "epoch": 8.36, | |
| "learning_rate": 3.869499241274659e-06, | |
| "loss": 0.4612, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 8.4, | |
| "learning_rate": 3.888467374810319e-06, | |
| "loss": 0.459, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "learning_rate": 3.907435508345979e-06, | |
| "loss": 0.5333, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "learning_rate": 3.9264036418816395e-06, | |
| "loss": 0.6263, | |
| "step": 1035 | |
| }, | |
| { | |
| "epoch": 8.52, | |
| "learning_rate": 3.945371775417299e-06, | |
| "loss": 0.5296, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 8.57, | |
| "learning_rate": 3.964339908952959e-06, | |
| "loss": 0.4977, | |
| "step": 1045 | |
| }, | |
| { | |
| "epoch": 8.61, | |
| "learning_rate": 3.983308042488619e-06, | |
| "loss": 0.584, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 8.65, | |
| "learning_rate": 4.00227617602428e-06, | |
| "loss": 0.5501, | |
| "step": 1055 | |
| }, | |
| { | |
| "epoch": 8.69, | |
| "learning_rate": 4.02124430955994e-06, | |
| "loss": 0.3957, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 8.73, | |
| "learning_rate": 4.0402124430956e-06, | |
| "loss": 0.6015, | |
| "step": 1065 | |
| }, | |
| { | |
| "epoch": 8.77, | |
| "learning_rate": 4.05918057663126e-06, | |
| "loss": 0.4025, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 8.81, | |
| "learning_rate": 4.0781487101669195e-06, | |
| "loss": 0.3723, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 8.85, | |
| "learning_rate": 4.09711684370258e-06, | |
| "loss": 0.4725, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 4.11608497723824e-06, | |
| "loss": 0.4693, | |
| "step": 1085 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "learning_rate": 4.1350531107739e-06, | |
| "loss": 0.3422, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "learning_rate": 4.15402124430956e-06, | |
| "loss": 0.5632, | |
| "step": 1095 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9167523124357657, | |
| "eval_loss": 0.2563968300819397, | |
| "eval_runtime": 12.1348, | |
| "eval_samples_per_second": 80.182, | |
| "eval_steps_per_second": 5.027, | |
| "step": 1098 | |
| }, | |
| { | |
| "epoch": 9.02, | |
| "learning_rate": 4.17298937784522e-06, | |
| "loss": 0.4388, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 9.06, | |
| "learning_rate": 4.191957511380881e-06, | |
| "loss": 0.4399, | |
| "step": 1105 | |
| }, | |
| { | |
| "epoch": 9.1, | |
| "learning_rate": 4.2109256449165405e-06, | |
| "loss": 0.3649, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 9.14, | |
| "learning_rate": 4.2298937784522004e-06, | |
| "loss": 0.3187, | |
| "step": 1115 | |
| }, | |
| { | |
| "epoch": 9.18, | |
| "learning_rate": 4.24886191198786e-06, | |
| "loss": 0.3972, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 9.22, | |
| "learning_rate": 4.267830045523521e-06, | |
| "loss": 0.453, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 9.26, | |
| "learning_rate": 4.286798179059181e-06, | |
| "loss": 0.3327, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "learning_rate": 4.305766312594841e-06, | |
| "loss": 0.4254, | |
| "step": 1135 | |
| }, | |
| { | |
| "epoch": 9.34, | |
| "learning_rate": 4.324734446130502e-06, | |
| "loss": 0.3618, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 9.39, | |
| "learning_rate": 4.3437025796661615e-06, | |
| "loss": 0.3808, | |
| "step": 1145 | |
| }, | |
| { | |
| "epoch": 9.43, | |
| "learning_rate": 4.362670713201821e-06, | |
| "loss": 0.3356, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 9.47, | |
| "learning_rate": 4.381638846737481e-06, | |
| "loss": 0.3804, | |
| "step": 1155 | |
| }, | |
| { | |
| "epoch": 9.51, | |
| "learning_rate": 4.400606980273141e-06, | |
| "loss": 0.444, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 9.55, | |
| "learning_rate": 4.419575113808802e-06, | |
| "loss": 0.4922, | |
| "step": 1165 | |
| }, | |
| { | |
| "epoch": 9.59, | |
| "learning_rate": 4.438543247344462e-06, | |
| "loss": 0.4256, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 9.63, | |
| "learning_rate": 4.457511380880122e-06, | |
| "loss": 0.6085, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 9.67, | |
| "learning_rate": 4.476479514415782e-06, | |
| "loss": 0.3218, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 9.71, | |
| "learning_rate": 4.4954476479514415e-06, | |
| "loss": 0.38, | |
| "step": 1185 | |
| }, | |
| { | |
| "epoch": 9.75, | |
| "learning_rate": 4.514415781487102e-06, | |
| "loss": 0.439, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 9.8, | |
| "learning_rate": 4.533383915022762e-06, | |
| "loss": 0.3835, | |
| "step": 1195 | |
| }, | |
| { | |
| "epoch": 9.84, | |
| "learning_rate": 4.552352048558422e-06, | |
| "loss": 0.5099, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 9.88, | |
| "learning_rate": 4.571320182094082e-06, | |
| "loss": 0.474, | |
| "step": 1205 | |
| }, | |
| { | |
| "epoch": 9.92, | |
| "learning_rate": 4.590288315629743e-06, | |
| "loss": 0.4073, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 9.96, | |
| "learning_rate": 4.609256449165403e-06, | |
| "loss": 0.3738, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 4.6282245827010625e-06, | |
| "loss": 0.3693, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.9455292908530318, | |
| "eval_loss": 0.1875435709953308, | |
| "eval_runtime": 12.1587, | |
| "eval_samples_per_second": 80.025, | |
| "eval_steps_per_second": 5.017, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 10.04, | |
| "learning_rate": 4.647192716236722e-06, | |
| "loss": 0.4425, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 10.08, | |
| "learning_rate": 4.666160849772382e-06, | |
| "loss": 0.3658, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 10.12, | |
| "learning_rate": 4.685128983308043e-06, | |
| "loss": 0.4591, | |
| "step": 1235 | |
| }, | |
| { | |
| "epoch": 10.16, | |
| "learning_rate": 4.704097116843703e-06, | |
| "loss": 0.3851, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 10.2, | |
| "learning_rate": 4.723065250379363e-06, | |
| "loss": 0.3935, | |
| "step": 1245 | |
| }, | |
| { | |
| "epoch": 10.25, | |
| "learning_rate": 4.742033383915023e-06, | |
| "loss": 0.4163, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 10.29, | |
| "learning_rate": 4.7610015174506835e-06, | |
| "loss": 0.3805, | |
| "step": 1255 | |
| }, | |
| { | |
| "epoch": 10.33, | |
| "learning_rate": 4.779969650986343e-06, | |
| "loss": 0.3651, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 10.37, | |
| "learning_rate": 4.798937784522003e-06, | |
| "loss": 0.3457, | |
| "step": 1265 | |
| }, | |
| { | |
| "epoch": 10.41, | |
| "learning_rate": 4.817905918057664e-06, | |
| "loss": 0.3432, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 10.45, | |
| "learning_rate": 4.836874051593324e-06, | |
| "loss": 0.2924, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 10.49, | |
| "learning_rate": 4.855842185128984e-06, | |
| "loss": 0.3338, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 10.53, | |
| "learning_rate": 4.874810318664644e-06, | |
| "loss": 0.3096, | |
| "step": 1285 | |
| }, | |
| { | |
| "epoch": 10.57, | |
| "learning_rate": 4.893778452200304e-06, | |
| "loss": 0.3728, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 10.61, | |
| "learning_rate": 4.912746585735964e-06, | |
| "loss": 0.2939, | |
| "step": 1295 | |
| }, | |
| { | |
| "epoch": 10.66, | |
| "learning_rate": 4.931714719271624e-06, | |
| "loss": 0.3579, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 10.7, | |
| "learning_rate": 4.950682852807284e-06, | |
| "loss": 0.2967, | |
| "step": 1305 | |
| }, | |
| { | |
| "epoch": 10.74, | |
| "learning_rate": 4.969650986342944e-06, | |
| "loss": 0.2618, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 10.78, | |
| "learning_rate": 4.988619119878604e-06, | |
| "loss": 0.3192, | |
| "step": 1315 | |
| }, | |
| { | |
| "epoch": 10.82, | |
| "learning_rate": 4.931506849315069e-06, | |
| "loss": 0.294, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 10.86, | |
| "learning_rate": 4.76027397260274e-06, | |
| "loss": 0.3227, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 10.9, | |
| "learning_rate": 4.589041095890411e-06, | |
| "loss": 0.3969, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 10.94, | |
| "learning_rate": 4.4178082191780825e-06, | |
| "loss": 0.3866, | |
| "step": 1335 | |
| }, | |
| { | |
| "epoch": 10.98, | |
| "learning_rate": 4.246575342465754e-06, | |
| "loss": 0.321, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_accuracy": 0.9424460431654677, | |
| "eval_loss": 0.15247184038162231, | |
| "eval_runtime": 12.1911, | |
| "eval_samples_per_second": 79.812, | |
| "eval_steps_per_second": 5.004, | |
| "step": 1342 | |
| }, | |
| { | |
| "epoch": 11.02, | |
| "learning_rate": 4.075342465753426e-06, | |
| "loss": 0.4517, | |
| "step": 1345 | |
| }, | |
| { | |
| "epoch": 11.07, | |
| "learning_rate": 3.904109589041096e-06, | |
| "loss": 0.4169, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 11.11, | |
| "learning_rate": 3.7328767123287675e-06, | |
| "loss": 0.3135, | |
| "step": 1355 | |
| }, | |
| { | |
| "epoch": 11.15, | |
| "learning_rate": 3.5616438356164386e-06, | |
| "loss": 0.3054, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 11.19, | |
| "learning_rate": 3.39041095890411e-06, | |
| "loss": 0.2422, | |
| "step": 1365 | |
| }, | |
| { | |
| "epoch": 11.23, | |
| "learning_rate": 3.2191780821917813e-06, | |
| "loss": 0.3316, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 11.27, | |
| "learning_rate": 3.0479452054794525e-06, | |
| "loss": 0.3161, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 11.31, | |
| "learning_rate": 2.876712328767123e-06, | |
| "loss": 0.3065, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 11.35, | |
| "learning_rate": 2.705479452054795e-06, | |
| "loss": 0.2958, | |
| "step": 1385 | |
| }, | |
| { | |
| "epoch": 11.39, | |
| "learning_rate": 2.534246575342466e-06, | |
| "loss": 0.2636, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 11.43, | |
| "learning_rate": 2.363013698630137e-06, | |
| "loss": 0.3103, | |
| "step": 1395 | |
| }, | |
| { | |
| "epoch": 11.48, | |
| "learning_rate": 2.191780821917808e-06, | |
| "loss": 0.3601, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 11.52, | |
| "learning_rate": 2.0205479452054797e-06, | |
| "loss": 0.3016, | |
| "step": 1405 | |
| }, | |
| { | |
| "epoch": 11.56, | |
| "learning_rate": 1.8493150684931507e-06, | |
| "loss": 0.4353, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 11.6, | |
| "learning_rate": 1.678082191780822e-06, | |
| "loss": 0.2097, | |
| "step": 1415 | |
| }, | |
| { | |
| "epoch": 11.64, | |
| "learning_rate": 1.5068493150684932e-06, | |
| "loss": 0.3292, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 11.68, | |
| "learning_rate": 1.3356164383561645e-06, | |
| "loss": 0.2965, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 11.72, | |
| "learning_rate": 1.1643835616438357e-06, | |
| "loss": 0.2208, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 11.76, | |
| "learning_rate": 9.931506849315068e-07, | |
| "loss": 0.3085, | |
| "step": 1435 | |
| }, | |
| { | |
| "epoch": 11.8, | |
| "learning_rate": 8.219178082191781e-07, | |
| "loss": 0.2652, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 11.84, | |
| "learning_rate": 6.506849315068493e-07, | |
| "loss": 0.3469, | |
| "step": 1445 | |
| }, | |
| { | |
| "epoch": 11.89, | |
| "learning_rate": 4.794520547945206e-07, | |
| "loss": 0.3192, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 11.93, | |
| "learning_rate": 3.082191780821918e-07, | |
| "loss": 0.2958, | |
| "step": 1455 | |
| }, | |
| { | |
| "epoch": 11.97, | |
| "learning_rate": 1.36986301369863e-07, | |
| "loss": 0.2761, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.9681397738951696, | |
| "eval_loss": 0.11431062966585159, | |
| "eval_runtime": 12.2506, | |
| "eval_samples_per_second": 79.425, | |
| "eval_steps_per_second": 4.979, | |
| "step": 1464 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "step": 1464, | |
| "total_flos": 1.075239438798658e+19, | |
| "train_loss": 0.9448859084580765, | |
| "train_runtime": 5052.3228, | |
| "train_samples_per_second": 9.242, | |
| "train_steps_per_second": 0.29 | |
| } | |
| ], | |
| "max_steps": 1464, | |
| "num_train_epochs": 12, | |
| "total_flos": 1.075239438798658e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |