{ "best_metric": 0.7760274575376221, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-food101/checkpoint-1509", "epoch": 2.9985096870342773, "eval_steps": 500, "global_step": 1509, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 3.3112582781456956e-06, "loss": 4.6663, "step": 10 }, { "epoch": 0.04, "learning_rate": 6.622516556291391e-06, "loss": 4.6531, "step": 20 }, { "epoch": 0.06, "learning_rate": 9.933774834437086e-06, "loss": 4.628, "step": 30 }, { "epoch": 0.08, "learning_rate": 1.3245033112582782e-05, "loss": 4.613, "step": 40 }, { "epoch": 0.1, "learning_rate": 1.655629139072848e-05, "loss": 4.5875, "step": 50 }, { "epoch": 0.12, "learning_rate": 1.9867549668874173e-05, "loss": 4.5399, "step": 60 }, { "epoch": 0.14, "learning_rate": 2.317880794701987e-05, "loss": 4.5013, "step": 70 }, { "epoch": 0.16, "learning_rate": 2.6490066225165565e-05, "loss": 4.42, "step": 80 }, { "epoch": 0.18, "learning_rate": 2.980132450331126e-05, "loss": 4.298, "step": 90 }, { "epoch": 0.2, "learning_rate": 3.311258278145696e-05, "loss": 4.1074, "step": 100 }, { "epoch": 0.22, "learning_rate": 3.6423841059602646e-05, "loss": 3.9249, "step": 110 }, { "epoch": 0.24, "learning_rate": 3.9735099337748346e-05, "loss": 3.6311, "step": 120 }, { "epoch": 0.26, "learning_rate": 4.304635761589404e-05, "loss": 3.4282, "step": 130 }, { "epoch": 0.28, "learning_rate": 4.635761589403974e-05, "loss": 3.1668, "step": 140 }, { "epoch": 0.3, "learning_rate": 4.966887417218543e-05, "loss": 3.0268, "step": 150 }, { "epoch": 0.32, "learning_rate": 4.966863033873343e-05, "loss": 2.7985, "step": 160 }, { "epoch": 0.34, "learning_rate": 4.9300441826215024e-05, "loss": 2.6903, "step": 170 }, { "epoch": 0.36, "learning_rate": 4.8932253313696616e-05, "loss": 2.4989, "step": 180 }, { "epoch": 0.38, "learning_rate": 4.856406480117821e-05, "loss": 2.5033, "step": 190 }, { "epoch": 0.4, "learning_rate": 4.8195876288659794e-05, "loss": 2.3169, "step": 200 }, { "epoch": 0.42, "learning_rate": 4.7827687776141386e-05, "loss": 2.3053, "step": 210 }, { "epoch": 0.44, "learning_rate": 4.745949926362298e-05, "loss": 2.1974, "step": 220 }, { "epoch": 0.46, "learning_rate": 4.709131075110457e-05, "loss": 2.0775, "step": 230 }, { "epoch": 0.48, "learning_rate": 4.6723122238586156e-05, "loss": 2.0065, "step": 240 }, { "epoch": 0.5, "learning_rate": 4.635493372606775e-05, "loss": 2.0521, "step": 250 }, { "epoch": 0.52, "learning_rate": 4.598674521354934e-05, "loss": 1.9464, "step": 260 }, { "epoch": 0.54, "learning_rate": 4.561855670103093e-05, "loss": 2.0498, "step": 270 }, { "epoch": 0.56, "learning_rate": 4.525036818851252e-05, "loss": 1.9544, "step": 280 }, { "epoch": 0.58, "learning_rate": 4.488217967599411e-05, "loss": 1.902, "step": 290 }, { "epoch": 0.6, "learning_rate": 4.45139911634757e-05, "loss": 1.8034, "step": 300 }, { "epoch": 0.62, "learning_rate": 4.4145802650957294e-05, "loss": 1.7483, "step": 310 }, { "epoch": 0.64, "learning_rate": 4.3777614138438886e-05, "loss": 1.8315, "step": 320 }, { "epoch": 0.66, "learning_rate": 4.340942562592047e-05, "loss": 1.7785, "step": 330 }, { "epoch": 0.68, "learning_rate": 4.3041237113402064e-05, "loss": 1.85, "step": 340 }, { "epoch": 0.7, "learning_rate": 4.2673048600883656e-05, "loss": 1.7037, "step": 350 }, { "epoch": 0.72, "learning_rate": 4.230486008836525e-05, "loss": 1.6452, "step": 360 }, { "epoch": 0.74, "learning_rate": 4.193667157584683e-05, "loss": 1.6515, "step": 370 }, { "epoch": 0.76, "learning_rate": 4.1568483063328425e-05, "loss": 1.6375, "step": 380 }, { "epoch": 0.77, "learning_rate": 4.120029455081002e-05, "loss": 1.6522, "step": 390 }, { "epoch": 0.79, "learning_rate": 4.083210603829161e-05, "loss": 1.5982, "step": 400 }, { "epoch": 0.81, "learning_rate": 4.0463917525773195e-05, "loss": 1.5984, "step": 410 }, { "epoch": 0.83, "learning_rate": 4.009572901325479e-05, "loss": 1.5961, "step": 420 }, { "epoch": 0.85, "learning_rate": 3.972754050073638e-05, "loss": 1.6263, "step": 430 }, { "epoch": 0.87, "learning_rate": 3.935935198821797e-05, "loss": 1.5302, "step": 440 }, { "epoch": 0.89, "learning_rate": 3.899116347569956e-05, "loss": 1.5545, "step": 450 }, { "epoch": 0.91, "learning_rate": 3.862297496318115e-05, "loss": 1.5918, "step": 460 }, { "epoch": 0.93, "learning_rate": 3.825478645066274e-05, "loss": 1.539, "step": 470 }, { "epoch": 0.95, "learning_rate": 3.7886597938144333e-05, "loss": 1.5363, "step": 480 }, { "epoch": 0.97, "learning_rate": 3.7518409425625926e-05, "loss": 1.5359, "step": 490 }, { "epoch": 0.99, "learning_rate": 3.715022091310751e-05, "loss": 1.4777, "step": 500 }, { "epoch": 1.0, "eval_accuracy": 0.7062395494147672, "eval_loss": 1.1435766220092773, "eval_runtime": 107.4159, "eval_samples_per_second": 105.785, "eval_steps_per_second": 3.314, "step": 503 }, { "epoch": 1.01, "learning_rate": 3.67820324005891e-05, "loss": 1.492, "step": 510 }, { "epoch": 1.03, "learning_rate": 3.6413843888070695e-05, "loss": 1.4226, "step": 520 }, { "epoch": 1.05, "learning_rate": 3.604565537555229e-05, "loss": 1.3538, "step": 530 }, { "epoch": 1.07, "learning_rate": 3.567746686303387e-05, "loss": 1.3888, "step": 540 }, { "epoch": 1.09, "learning_rate": 3.5309278350515465e-05, "loss": 1.3147, "step": 550 }, { "epoch": 1.11, "learning_rate": 3.494108983799706e-05, "loss": 1.414, "step": 560 }, { "epoch": 1.13, "learning_rate": 3.457290132547865e-05, "loss": 1.2426, "step": 570 }, { "epoch": 1.15, "learning_rate": 3.4204712812960235e-05, "loss": 1.3277, "step": 580 }, { "epoch": 1.17, "learning_rate": 3.383652430044183e-05, "loss": 1.3334, "step": 590 }, { "epoch": 1.19, "learning_rate": 3.346833578792342e-05, "loss": 1.3156, "step": 600 }, { "epoch": 1.21, "learning_rate": 3.310014727540501e-05, "loss": 1.2929, "step": 610 }, { "epoch": 1.23, "learning_rate": 3.2731958762886596e-05, "loss": 1.274, "step": 620 }, { "epoch": 1.25, "learning_rate": 3.236377025036819e-05, "loss": 1.3538, "step": 630 }, { "epoch": 1.27, "learning_rate": 3.199558173784978e-05, "loss": 1.3097, "step": 640 }, { "epoch": 1.29, "learning_rate": 3.162739322533137e-05, "loss": 1.3836, "step": 650 }, { "epoch": 1.31, "learning_rate": 3.1259204712812965e-05, "loss": 1.2941, "step": 660 }, { "epoch": 1.33, "learning_rate": 3.089101620029455e-05, "loss": 1.3041, "step": 670 }, { "epoch": 1.35, "learning_rate": 3.052282768777614e-05, "loss": 1.35, "step": 680 }, { "epoch": 1.37, "learning_rate": 3.015463917525773e-05, "loss": 1.2847, "step": 690 }, { "epoch": 1.39, "learning_rate": 2.9786450662739324e-05, "loss": 1.3606, "step": 700 }, { "epoch": 1.41, "learning_rate": 2.9418262150220916e-05, "loss": 1.2239, "step": 710 }, { "epoch": 1.43, "learning_rate": 2.9050073637702508e-05, "loss": 1.2794, "step": 720 }, { "epoch": 1.45, "learning_rate": 2.8681885125184093e-05, "loss": 1.2988, "step": 730 }, { "epoch": 1.47, "learning_rate": 2.8313696612665685e-05, "loss": 1.2714, "step": 740 }, { "epoch": 1.49, "learning_rate": 2.7945508100147278e-05, "loss": 1.2118, "step": 750 }, { "epoch": 1.51, "learning_rate": 2.757731958762887e-05, "loss": 1.2792, "step": 760 }, { "epoch": 1.53, "learning_rate": 2.7209131075110455e-05, "loss": 1.3307, "step": 770 }, { "epoch": 1.55, "learning_rate": 2.6840942562592047e-05, "loss": 1.2683, "step": 780 }, { "epoch": 1.57, "learning_rate": 2.647275405007364e-05, "loss": 1.2789, "step": 790 }, { "epoch": 1.59, "learning_rate": 2.610456553755523e-05, "loss": 1.261, "step": 800 }, { "epoch": 1.61, "learning_rate": 2.5736377025036817e-05, "loss": 1.3408, "step": 810 }, { "epoch": 1.63, "learning_rate": 2.536818851251841e-05, "loss": 1.27, "step": 820 }, { "epoch": 1.65, "learning_rate": 2.5e-05, "loss": 1.1915, "step": 830 }, { "epoch": 1.67, "learning_rate": 2.4631811487481593e-05, "loss": 1.1396, "step": 840 }, { "epoch": 1.69, "learning_rate": 2.4263622974963182e-05, "loss": 1.1942, "step": 850 }, { "epoch": 1.71, "learning_rate": 2.3895434462444774e-05, "loss": 1.1793, "step": 860 }, { "epoch": 1.73, "learning_rate": 2.3527245949926363e-05, "loss": 1.192, "step": 870 }, { "epoch": 1.75, "learning_rate": 2.3159057437407955e-05, "loss": 1.2951, "step": 880 }, { "epoch": 1.77, "learning_rate": 2.2790868924889544e-05, "loss": 1.2129, "step": 890 }, { "epoch": 1.79, "learning_rate": 2.2422680412371136e-05, "loss": 1.192, "step": 900 }, { "epoch": 1.81, "learning_rate": 2.2054491899852725e-05, "loss": 1.2012, "step": 910 }, { "epoch": 1.83, "learning_rate": 2.1686303387334317e-05, "loss": 1.2543, "step": 920 }, { "epoch": 1.85, "learning_rate": 2.1318114874815906e-05, "loss": 1.2318, "step": 930 }, { "epoch": 1.87, "learning_rate": 2.0949926362297498e-05, "loss": 1.223, "step": 940 }, { "epoch": 1.89, "learning_rate": 2.0581737849779087e-05, "loss": 1.2347, "step": 950 }, { "epoch": 1.91, "learning_rate": 2.021354933726068e-05, "loss": 1.2412, "step": 960 }, { "epoch": 1.93, "learning_rate": 1.9845360824742268e-05, "loss": 1.1686, "step": 970 }, { "epoch": 1.95, "learning_rate": 1.947717231222386e-05, "loss": 1.1424, "step": 980 }, { "epoch": 1.97, "learning_rate": 1.910898379970545e-05, "loss": 1.2094, "step": 990 }, { "epoch": 1.99, "learning_rate": 1.874079528718704e-05, "loss": 1.2418, "step": 1000 }, { "epoch": 2.0, "eval_accuracy": 0.7571063979582857, "eval_loss": 0.9226512908935547, "eval_runtime": 106.3435, "eval_samples_per_second": 106.852, "eval_steps_per_second": 3.348, "step": 1006 }, { "epoch": 2.01, "learning_rate": 1.8372606774668633e-05, "loss": 1.2256, "step": 1010 }, { "epoch": 2.03, "learning_rate": 1.800441826215022e-05, "loss": 1.1317, "step": 1020 }, { "epoch": 2.05, "learning_rate": 1.7636229749631814e-05, "loss": 1.1062, "step": 1030 }, { "epoch": 2.07, "learning_rate": 1.7268041237113403e-05, "loss": 1.1442, "step": 1040 }, { "epoch": 2.09, "learning_rate": 1.6899852724594995e-05, "loss": 1.0836, "step": 1050 }, { "epoch": 2.11, "learning_rate": 1.6531664212076583e-05, "loss": 1.1139, "step": 1060 }, { "epoch": 2.13, "learning_rate": 1.6163475699558176e-05, "loss": 1.0567, "step": 1070 }, { "epoch": 2.15, "learning_rate": 1.5795287187039764e-05, "loss": 1.0716, "step": 1080 }, { "epoch": 2.17, "learning_rate": 1.5427098674521357e-05, "loss": 1.1631, "step": 1090 }, { "epoch": 2.19, "learning_rate": 1.5058910162002945e-05, "loss": 1.0727, "step": 1100 }, { "epoch": 2.21, "learning_rate": 1.4690721649484537e-05, "loss": 1.1132, "step": 1110 }, { "epoch": 2.23, "learning_rate": 1.4322533136966126e-05, "loss": 1.0497, "step": 1120 }, { "epoch": 2.25, "learning_rate": 1.3954344624447718e-05, "loss": 1.1202, "step": 1130 }, { "epoch": 2.27, "learning_rate": 1.3586156111929307e-05, "loss": 1.0817, "step": 1140 }, { "epoch": 2.29, "learning_rate": 1.32179675994109e-05, "loss": 1.1048, "step": 1150 }, { "epoch": 2.31, "learning_rate": 1.2849779086892488e-05, "loss": 1.1784, "step": 1160 }, { "epoch": 2.32, "learning_rate": 1.248159057437408e-05, "loss": 1.08, "step": 1170 }, { "epoch": 2.34, "learning_rate": 1.211340206185567e-05, "loss": 1.1461, "step": 1180 }, { "epoch": 2.36, "learning_rate": 1.1745213549337261e-05, "loss": 1.0777, "step": 1190 }, { "epoch": 2.38, "learning_rate": 1.1377025036818852e-05, "loss": 1.0184, "step": 1200 }, { "epoch": 2.4, "learning_rate": 1.1008836524300442e-05, "loss": 1.0455, "step": 1210 }, { "epoch": 2.42, "learning_rate": 1.0640648011782033e-05, "loss": 1.095, "step": 1220 }, { "epoch": 2.44, "learning_rate": 1.0272459499263623e-05, "loss": 1.1394, "step": 1230 }, { "epoch": 2.46, "learning_rate": 9.904270986745213e-06, "loss": 1.1076, "step": 1240 }, { "epoch": 2.48, "learning_rate": 9.536082474226804e-06, "loss": 1.0063, "step": 1250 }, { "epoch": 2.5, "learning_rate": 9.167893961708394e-06, "loss": 1.1044, "step": 1260 }, { "epoch": 2.52, "learning_rate": 8.799705449189986e-06, "loss": 1.041, "step": 1270 }, { "epoch": 2.54, "learning_rate": 8.431516936671577e-06, "loss": 1.0551, "step": 1280 }, { "epoch": 2.56, "learning_rate": 8.063328424153167e-06, "loss": 1.0601, "step": 1290 }, { "epoch": 2.58, "learning_rate": 7.695139911634758e-06, "loss": 1.1787, "step": 1300 }, { "epoch": 2.6, "learning_rate": 7.326951399116348e-06, "loss": 1.0445, "step": 1310 }, { "epoch": 2.62, "learning_rate": 6.958762886597939e-06, "loss": 1.105, "step": 1320 }, { "epoch": 2.64, "learning_rate": 6.590574374079529e-06, "loss": 1.0418, "step": 1330 }, { "epoch": 2.66, "learning_rate": 6.22238586156112e-06, "loss": 0.9967, "step": 1340 }, { "epoch": 2.68, "learning_rate": 5.85419734904271e-06, "loss": 1.0506, "step": 1350 }, { "epoch": 2.7, "learning_rate": 5.486008836524301e-06, "loss": 1.1154, "step": 1360 }, { "epoch": 2.72, "learning_rate": 5.117820324005891e-06, "loss": 1.058, "step": 1370 }, { "epoch": 2.74, "learning_rate": 4.7496318114874815e-06, "loss": 1.0997, "step": 1380 }, { "epoch": 2.76, "learning_rate": 4.381443298969072e-06, "loss": 1.0751, "step": 1390 }, { "epoch": 2.78, "learning_rate": 4.013254786450663e-06, "loss": 1.0658, "step": 1400 }, { "epoch": 2.8, "learning_rate": 3.6450662739322538e-06, "loss": 1.0243, "step": 1410 }, { "epoch": 2.82, "learning_rate": 3.2768777614138442e-06, "loss": 1.003, "step": 1420 }, { "epoch": 2.84, "learning_rate": 2.9086892488954347e-06, "loss": 1.0251, "step": 1430 }, { "epoch": 2.86, "learning_rate": 2.540500736377025e-06, "loss": 1.0049, "step": 1440 }, { "epoch": 2.88, "learning_rate": 2.1723122238586156e-06, "loss": 1.1317, "step": 1450 }, { "epoch": 2.9, "learning_rate": 1.804123711340206e-06, "loss": 1.063, "step": 1460 }, { "epoch": 2.92, "learning_rate": 1.4359351988217967e-06, "loss": 1.0558, "step": 1470 }, { "epoch": 2.94, "learning_rate": 1.0677466863033874e-06, "loss": 1.0737, "step": 1480 }, { "epoch": 2.96, "learning_rate": 6.99558173784978e-07, "loss": 1.0705, "step": 1490 }, { "epoch": 2.98, "learning_rate": 3.313696612665685e-07, "loss": 1.0657, "step": 1500 }, { "epoch": 3.0, "eval_accuracy": 0.7760274575376221, "eval_loss": 0.8486079573631287, "eval_runtime": 106.6601, "eval_samples_per_second": 106.535, "eval_steps_per_second": 3.338, "step": 1509 }, { "epoch": 3.0, "step": 1509, "total_flos": 4.812819303609225e+18, "train_loss": 1.6366877293570932, "train_runtime": 3640.8494, "train_samples_per_second": 53.054, "train_steps_per_second": 0.414 }, { "epoch": 3.0, "eval_accuracy": 0.7760274575376221, "eval_loss": 0.8486079573631287, "eval_runtime": 130.1364, "eval_samples_per_second": 87.316, "eval_steps_per_second": 2.736, "step": 1509 } ], "logging_steps": 10, "max_steps": 1509, "num_train_epochs": 3, "save_steps": 500, "total_flos": 4.812819303609225e+18, "trial_name": null, "trial_params": null }