| { | |
| "best_metric": 0.9881481481481481, | |
| "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-2277", | |
| "epoch": 2.9980250164581963, | |
| "eval_steps": 500, | |
| "global_step": 2277, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.01, | |
| "learning_rate": 2.1929824561403507e-06, | |
| "loss": 2.3026, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 4.3859649122807014e-06, | |
| "loss": 2.263, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 6.578947368421053e-06, | |
| "loss": 2.1913, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 8.771929824561403e-06, | |
| "loss": 2.0553, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 1.0964912280701754e-05, | |
| "loss": 1.8882, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 1.3157894736842106e-05, | |
| "loss": 1.6925, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 1.5350877192982457e-05, | |
| "loss": 1.3999, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 1.7543859649122806e-05, | |
| "loss": 1.1624, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 1.9736842105263158e-05, | |
| "loss": 0.8496, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 2.1929824561403507e-05, | |
| "loss": 0.6803, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 2.412280701754386e-05, | |
| "loss": 0.6882, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 2.6315789473684212e-05, | |
| "loss": 0.6749, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 2.850877192982456e-05, | |
| "loss": 0.4925, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 3.0701754385964913e-05, | |
| "loss": 0.4627, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 3.289473684210527e-05, | |
| "loss": 0.5142, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 3.508771929824561e-05, | |
| "loss": 0.4327, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 3.728070175438597e-05, | |
| "loss": 0.3355, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 3.9473684210526316e-05, | |
| "loss": 0.3985, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 4.166666666666667e-05, | |
| "loss": 0.4175, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 4.3859649122807014e-05, | |
| "loss": 0.4031, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 4.605263157894737e-05, | |
| "loss": 0.4584, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 4.824561403508772e-05, | |
| "loss": 0.4003, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 4.9951195705222064e-05, | |
| "loss": 0.3563, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 4.970717423133236e-05, | |
| "loss": 0.4016, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 4.946315275744266e-05, | |
| "loss": 0.3935, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 4.9219131283552955e-05, | |
| "loss": 0.3803, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 4.897510980966325e-05, | |
| "loss": 0.3144, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 4.873108833577355e-05, | |
| "loss": 0.5159, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 4.848706686188385e-05, | |
| "loss": 0.3619, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 4.824304538799414e-05, | |
| "loss": 0.3081, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 4.799902391410445e-05, | |
| "loss": 0.4305, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 4.7755002440214744e-05, | |
| "loss": 0.3608, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 4.751098096632504e-05, | |
| "loss": 0.4026, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 4.726695949243534e-05, | |
| "loss": 0.4076, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 4.7022938018545635e-05, | |
| "loss": 0.2873, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 4.677891654465593e-05, | |
| "loss": 0.3595, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 4.6534895070766235e-05, | |
| "loss": 0.4451, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 4.6290873596876525e-05, | |
| "loss": 0.3699, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 4.604685212298683e-05, | |
| "loss": 0.3725, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 4.580283064909712e-05, | |
| "loss": 0.3517, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 4.555880917520742e-05, | |
| "loss": 0.31, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 4.531478770131772e-05, | |
| "loss": 0.3219, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 4.507076622742802e-05, | |
| "loss": 0.3481, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 4.4826744753538314e-05, | |
| "loss": 0.2919, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 4.458272327964861e-05, | |
| "loss": 0.2448, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 4.433870180575891e-05, | |
| "loss": 0.2834, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 4.409468033186921e-05, | |
| "loss": 0.2367, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 4.38506588579795e-05, | |
| "loss": 0.3128, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 4.3606637384089805e-05, | |
| "loss": 0.3336, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 4.33626159102001e-05, | |
| "loss": 0.3068, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 4.31185944363104e-05, | |
| "loss": 0.2589, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 4.2874572962420696e-05, | |
| "loss": 0.2879, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 4.263055148853099e-05, | |
| "loss": 0.3202, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 4.238653001464129e-05, | |
| "loss": 0.2673, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 4.2142508540751594e-05, | |
| "loss": 0.3512, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 4.1898487066861884e-05, | |
| "loss": 0.325, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 4.165446559297219e-05, | |
| "loss": 0.1763, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 4.141044411908248e-05, | |
| "loss": 0.2554, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 4.116642264519278e-05, | |
| "loss": 0.2948, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 4.092240117130308e-05, | |
| "loss": 0.2537, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 4.0678379697413375e-05, | |
| "loss": 0.3489, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 4.043435822352367e-05, | |
| "loss": 0.1814, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 4.019033674963397e-05, | |
| "loss": 0.2324, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 3.9946315275744266e-05, | |
| "loss": 0.2768, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 3.970229380185457e-05, | |
| "loss": 0.2329, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 3.945827232796486e-05, | |
| "loss": 0.291, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 3.9214250854075164e-05, | |
| "loss": 0.2469, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 3.897022938018546e-05, | |
| "loss": 0.292, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 3.872620790629576e-05, | |
| "loss": 0.1927, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 3.8482186432406055e-05, | |
| "loss": 0.2352, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 3.823816495851635e-05, | |
| "loss": 0.2666, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 3.799414348462665e-05, | |
| "loss": 0.2444, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 3.775012201073695e-05, | |
| "loss": 0.2317, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 3.750610053684724e-05, | |
| "loss": 0.2368, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 3.7262079062957546e-05, | |
| "loss": 0.2949, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9622222222222222, | |
| "eval_loss": 0.09624730050563812, | |
| "eval_runtime": 17.2591, | |
| "eval_samples_per_second": 156.439, | |
| "eval_steps_per_second": 19.584, | |
| "step": 759 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 3.7018057589067836e-05, | |
| "loss": 0.1646, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 3.677403611517814e-05, | |
| "loss": 0.2387, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 3.653001464128844e-05, | |
| "loss": 0.2492, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 3.6285993167398734e-05, | |
| "loss": 0.1725, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 3.604197169350903e-05, | |
| "loss": 0.2442, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 3.579795021961933e-05, | |
| "loss": 0.2032, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 3.5553928745729625e-05, | |
| "loss": 0.2126, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 3.530990727183993e-05, | |
| "loss": 0.1808, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 3.506588579795022e-05, | |
| "loss": 0.0903, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 3.482186432406052e-05, | |
| "loss": 0.3547, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 3.457784285017082e-05, | |
| "loss": 0.3028, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 3.4333821376281116e-05, | |
| "loss": 0.3452, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 3.408979990239141e-05, | |
| "loss": 0.2131, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 3.384577842850171e-05, | |
| "loss": 0.1604, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 3.360175695461201e-05, | |
| "loss": 0.2881, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 3.335773548072231e-05, | |
| "loss": 0.2011, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 3.31137140068326e-05, | |
| "loss": 0.1844, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 3.2869692532942905e-05, | |
| "loss": 0.2463, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 3.2625671059053195e-05, | |
| "loss": 0.2523, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 3.23816495851635e-05, | |
| "loss": 0.2369, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 3.2137628111273795e-05, | |
| "loss": 0.184, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 3.189360663738409e-05, | |
| "loss": 0.1624, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 3.164958516349439e-05, | |
| "loss": 0.2741, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 3.1405563689604686e-05, | |
| "loss": 0.278, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 3.116154221571498e-05, | |
| "loss": 0.2127, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 3.091752074182529e-05, | |
| "loss": 0.1746, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 3.067349926793558e-05, | |
| "loss": 0.1528, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 3.042947779404588e-05, | |
| "loss": 0.2522, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 3.0185456320156174e-05, | |
| "loss": 0.2084, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 2.9941434846266475e-05, | |
| "loss": 0.2176, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 2.969741337237677e-05, | |
| "loss": 0.261, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 2.9453391898487072e-05, | |
| "loss": 0.1546, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 2.9209370424597365e-05, | |
| "loss": 0.2127, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 2.8965348950707666e-05, | |
| "loss": 0.1761, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 2.872132747681796e-05, | |
| "loss": 0.2691, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 2.847730600292826e-05, | |
| "loss": 0.1789, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 2.8233284529038557e-05, | |
| "loss": 0.2182, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 2.7989263055148857e-05, | |
| "loss": 0.2, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 2.774524158125915e-05, | |
| "loss": 0.1607, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 2.750122010736945e-05, | |
| "loss": 0.1653, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 2.7257198633479748e-05, | |
| "loss": 0.1926, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 2.7013177159590048e-05, | |
| "loss": 0.1232, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 2.676915568570034e-05, | |
| "loss": 0.2433, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 2.6525134211810642e-05, | |
| "loss": 0.1619, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 2.628111273792094e-05, | |
| "loss": 0.2793, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 2.603709126403124e-05, | |
| "loss": 0.21, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 2.5793069790141533e-05, | |
| "loss": 0.1435, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 2.5549048316251833e-05, | |
| "loss": 0.1039, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 2.530502684236213e-05, | |
| "loss": 0.1709, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 2.506100536847243e-05, | |
| "loss": 0.18, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 2.4816983894582724e-05, | |
| "loss": 0.2101, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 2.457296242069302e-05, | |
| "loss": 0.1362, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 2.4328940946803318e-05, | |
| "loss": 0.1793, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 2.4084919472913618e-05, | |
| "loss": 0.0959, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 2.3840897999023915e-05, | |
| "loss": 0.1372, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 2.3596876525134212e-05, | |
| "loss": 0.1696, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 2.335285505124451e-05, | |
| "loss": 0.105, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 2.310883357735481e-05, | |
| "loss": 0.105, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 2.2864812103465106e-05, | |
| "loss": 0.1886, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 2.2620790629575403e-05, | |
| "loss": 0.1618, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 2.23767691556857e-05, | |
| "loss": 0.1166, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 2.2132747681795997e-05, | |
| "loss": 0.1601, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 2.1888726207906297e-05, | |
| "loss": 0.1977, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 2.1644704734016594e-05, | |
| "loss": 0.0785, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 2.140068326012689e-05, | |
| "loss": 0.1584, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 2.1156661786237188e-05, | |
| "loss": 0.1763, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 2.0912640312347485e-05, | |
| "loss": 0.1505, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 2.0668618838457785e-05, | |
| "loss": 0.1259, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 2.0424597364568082e-05, | |
| "loss": 0.1144, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 2.018057589067838e-05, | |
| "loss": 0.2199, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 1.9936554416788676e-05, | |
| "loss": 0.1495, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 1.9692532942898977e-05, | |
| "loss": 0.2081, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 1.9448511469009274e-05, | |
| "loss": 0.1412, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 1.920448999511957e-05, | |
| "loss": 0.1537, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 1.8960468521229867e-05, | |
| "loss": 0.1342, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 1.8716447047340164e-05, | |
| "loss": 0.1637, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9818518518518519, | |
| "eval_loss": 0.06411131471395493, | |
| "eval_runtime": 16.3072, | |
| "eval_samples_per_second": 165.571, | |
| "eval_steps_per_second": 20.727, | |
| "step": 1519 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 1.8472425573450465e-05, | |
| "loss": 0.2376, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 1.822840409956076e-05, | |
| "loss": 0.1874, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 1.798438262567106e-05, | |
| "loss": 0.152, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 1.7740361151781356e-05, | |
| "loss": 0.2576, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 1.7496339677891656e-05, | |
| "loss": 0.1981, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 1.7252318204001953e-05, | |
| "loss": 0.1047, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 1.700829673011225e-05, | |
| "loss": 0.1613, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 1.6764275256222547e-05, | |
| "loss": 0.1226, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 1.6520253782332844e-05, | |
| "loss": 0.1976, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 1.6276232308443144e-05, | |
| "loss": 0.1518, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 1.603221083455344e-05, | |
| "loss": 0.1462, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 1.5788189360663738e-05, | |
| "loss": 0.1786, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 1.5544167886774035e-05, | |
| "loss": 0.1508, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 1.5300146412884335e-05, | |
| "loss": 0.1068, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 1.5056124938994632e-05, | |
| "loss": 0.2054, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 1.4812103465104929e-05, | |
| "loss": 0.1709, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 1.4568081991215226e-05, | |
| "loss": 0.13, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 1.4324060517325525e-05, | |
| "loss": 0.145, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 1.4080039043435821e-05, | |
| "loss": 0.1542, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 1.383601756954612e-05, | |
| "loss": 0.1799, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 1.3591996095656417e-05, | |
| "loss": 0.1887, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 1.3347974621766716e-05, | |
| "loss": 0.2048, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 1.3103953147877013e-05, | |
| "loss": 0.1676, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 1.2859931673987311e-05, | |
| "loss": 0.1288, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 1.2615910200097608e-05, | |
| "loss": 0.0962, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 1.2371888726207907e-05, | |
| "loss": 0.1243, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 1.2127867252318205e-05, | |
| "loss": 0.1722, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 1.1883845778428502e-05, | |
| "loss": 0.2244, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 1.1639824304538801e-05, | |
| "loss": 0.2038, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 1.1395802830649098e-05, | |
| "loss": 0.1551, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 1.1151781356759395e-05, | |
| "loss": 0.0849, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 1.0907759882869694e-05, | |
| "loss": 0.1296, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 1.066373840897999e-05, | |
| "loss": 0.0738, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 1.0419716935090289e-05, | |
| "loss": 0.1605, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 1.0175695461200586e-05, | |
| "loss": 0.2122, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 9.931673987310885e-06, | |
| "loss": 0.1233, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 9.687652513421182e-06, | |
| "loss": 0.138, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 9.44363103953148e-06, | |
| "loss": 0.0963, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 9.199609565641777e-06, | |
| "loss": 0.1447, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 8.955588091752074e-06, | |
| "loss": 0.15, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 8.711566617862373e-06, | |
| "loss": 0.0834, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 8.46754514397267e-06, | |
| "loss": 0.1187, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 8.223523670082968e-06, | |
| "loss": 0.1151, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.979502196193265e-06, | |
| "loss": 0.1217, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 7.735480722303564e-06, | |
| "loss": 0.0697, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 7.491459248413861e-06, | |
| "loss": 0.0829, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 7.247437774524159e-06, | |
| "loss": 0.156, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 7.0034163006344565e-06, | |
| "loss": 0.0987, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 6.759394826744754e-06, | |
| "loss": 0.1936, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 6.515373352855052e-06, | |
| "loss": 0.143, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 6.27135187896535e-06, | |
| "loss": 0.1274, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 6.027330405075647e-06, | |
| "loss": 0.157, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 5.7833089311859446e-06, | |
| "loss": 0.1373, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 5.539287457296242e-06, | |
| "loss": 0.0956, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 5.29526598340654e-06, | |
| "loss": 0.0983, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 5.051244509516838e-06, | |
| "loss": 0.1484, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 4.807223035627136e-06, | |
| "loss": 0.1515, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 4.5632015617374335e-06, | |
| "loss": 0.1195, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 4.319180087847731e-06, | |
| "loss": 0.1238, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 4.075158613958028e-06, | |
| "loss": 0.1279, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 3.831137140068326e-06, | |
| "loss": 0.1599, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 3.587115666178624e-06, | |
| "loss": 0.0906, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 3.3430941922889216e-06, | |
| "loss": 0.1046, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 3.0990727183992194e-06, | |
| "loss": 0.1117, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 2.855051244509517e-06, | |
| "loss": 0.1396, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 2.611029770619815e-06, | |
| "loss": 0.0778, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 2.3670082967301123e-06, | |
| "loss": 0.0856, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 2.12298682284041e-06, | |
| "loss": 0.1255, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 1.8789653489507079e-06, | |
| "loss": 0.0984, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 1.6349438750610055e-06, | |
| "loss": 0.14, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 1.3909224011713032e-06, | |
| "loss": 0.0625, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 1.1469009272816008e-06, | |
| "loss": 0.1717, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 9.028794533918985e-07, | |
| "loss": 0.0946, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 6.588579795021963e-07, | |
| "loss": 0.1303, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 4.148365056124939e-07, | |
| "loss": 0.0823, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 1.7081503172279163e-07, | |
| "loss": 0.0765, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9881481481481481, | |
| "eval_loss": 0.04212497919797897, | |
| "eval_runtime": 16.483, | |
| "eval_samples_per_second": 163.805, | |
| "eval_steps_per_second": 20.506, | |
| "step": 2277 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "step": 2277, | |
| "total_flos": 1.8113127425839596e+18, | |
| "train_loss": 0.2791935749937685, | |
| "train_runtime": 1159.1194, | |
| "train_samples_per_second": 62.893, | |
| "train_steps_per_second": 1.964 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 2277, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "total_flos": 1.8113127425839596e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |