| { | |
| "best_metric": 0.9748217468805704, | |
| "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-981", | |
| "epoch": 2.9977081741787623, | |
| "eval_steps": 500, | |
| "global_step": 981, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 5.050505050505051e-06, | |
| "loss": 0.7371, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 1.0101010101010101e-05, | |
| "loss": 0.6829, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 1.5151515151515153e-05, | |
| "loss": 0.5747, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 2.0202020202020203e-05, | |
| "loss": 0.4919, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 2.5252525252525256e-05, | |
| "loss": 0.3879, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 3.0303030303030306e-05, | |
| "loss": 0.3731, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 3.535353535353535e-05, | |
| "loss": 0.2958, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 4.0404040404040405e-05, | |
| "loss": 0.3414, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 4.545454545454546e-05, | |
| "loss": 0.3495, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 4.9943310657596374e-05, | |
| "loss": 0.2958, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 4.937641723356009e-05, | |
| "loss": 0.3242, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 4.880952380952381e-05, | |
| "loss": 0.3561, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 4.8242630385487533e-05, | |
| "loss": 0.2808, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 4.767573696145125e-05, | |
| "loss": 0.2741, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 4.710884353741497e-05, | |
| "loss": 0.2439, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 4.6541950113378686e-05, | |
| "loss": 0.2174, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 4.597505668934241e-05, | |
| "loss": 0.1839, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 4.5408163265306124e-05, | |
| "loss": 0.2663, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 4.4841269841269846e-05, | |
| "loss": 0.2561, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 4.427437641723356e-05, | |
| "loss": 0.2523, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 4.3707482993197277e-05, | |
| "loss": 0.2044, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 4.3140589569161e-05, | |
| "loss": 0.1665, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 4.257369614512472e-05, | |
| "loss": 0.1854, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 4.200680272108844e-05, | |
| "loss": 0.1847, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 4.143990929705215e-05, | |
| "loss": 0.1568, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 4.0873015873015874e-05, | |
| "loss": 0.2453, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 4.0306122448979596e-05, | |
| "loss": 0.1518, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 3.973922902494331e-05, | |
| "loss": 0.1955, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 3.9172335600907026e-05, | |
| "loss": 0.166, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 3.860544217687075e-05, | |
| "loss": 0.1496, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 3.803854875283447e-05, | |
| "loss": 0.1804, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 3.7471655328798186e-05, | |
| "loss": 0.1397, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9632352941176471, | |
| "eval_loss": 0.09683836996555328, | |
| "eval_runtime": 97.943, | |
| "eval_samples_per_second": 45.823, | |
| "eval_steps_per_second": 5.728, | |
| "step": 327 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 3.690476190476191e-05, | |
| "loss": 0.2158, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 3.633786848072562e-05, | |
| "loss": 0.1301, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 3.5770975056689345e-05, | |
| "loss": 0.1749, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 3.520408163265306e-05, | |
| "loss": 0.1453, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 3.463718820861678e-05, | |
| "loss": 0.1435, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 3.4070294784580505e-05, | |
| "loss": 0.1452, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 3.350340136054422e-05, | |
| "loss": 0.1099, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 3.2936507936507936e-05, | |
| "loss": 0.1161, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 3.236961451247166e-05, | |
| "loss": 0.1581, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 3.180272108843538e-05, | |
| "loss": 0.1569, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 3.1235827664399095e-05, | |
| "loss": 0.1531, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 3.066893424036281e-05, | |
| "loss": 0.1516, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 3.0102040816326533e-05, | |
| "loss": 0.1114, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 2.953514739229025e-05, | |
| "loss": 0.1487, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 2.8968253968253974e-05, | |
| "loss": 0.1003, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 2.8401360544217685e-05, | |
| "loss": 0.164, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 2.7834467120181408e-05, | |
| "loss": 0.1588, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 2.7267573696145126e-05, | |
| "loss": 0.1424, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 2.6700680272108845e-05, | |
| "loss": 0.129, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 2.613378684807256e-05, | |
| "loss": 0.109, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 2.5566893424036282e-05, | |
| "loss": 0.0918, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.1263, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 2.443310657596372e-05, | |
| "loss": 0.2354, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 2.386621315192744e-05, | |
| "loss": 0.1054, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 2.3299319727891157e-05, | |
| "loss": 0.1154, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 2.2732426303854876e-05, | |
| "loss": 0.1901, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 2.2165532879818595e-05, | |
| "loss": 0.0791, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 2.1598639455782314e-05, | |
| "loss": 0.1164, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 2.1031746031746032e-05, | |
| "loss": 0.1054, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 2.046485260770975e-05, | |
| "loss": 0.0895, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 1.989795918367347e-05, | |
| "loss": 0.0878, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 1.9331065759637192e-05, | |
| "loss": 0.1316, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 1.8764172335600907e-05, | |
| "loss": 0.1252, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9725935828877005, | |
| "eval_loss": 0.08181790262460709, | |
| "eval_runtime": 95.4429, | |
| "eval_samples_per_second": 47.023, | |
| "eval_steps_per_second": 5.878, | |
| "step": 654 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 1.8197278911564626e-05, | |
| "loss": 0.0952, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 1.7630385487528345e-05, | |
| "loss": 0.1192, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 1.7063492063492063e-05, | |
| "loss": 0.1067, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 1.6496598639455782e-05, | |
| "loss": 0.1201, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 1.59297052154195e-05, | |
| "loss": 0.1207, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 1.5362811791383223e-05, | |
| "loss": 0.1117, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 1.479591836734694e-05, | |
| "loss": 0.0732, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 1.4229024943310659e-05, | |
| "loss": 0.0643, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 1.3662131519274376e-05, | |
| "loss": 0.0558, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 1.3095238095238096e-05, | |
| "loss": 0.0559, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 1.2528344671201813e-05, | |
| "loss": 0.0745, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 1.1961451247165534e-05, | |
| "loss": 0.1001, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 1.1394557823129252e-05, | |
| "loss": 0.0915, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 1.0827664399092971e-05, | |
| "loss": 0.0899, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 1.026077097505669e-05, | |
| "loss": 0.1175, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 9.693877551020408e-06, | |
| "loss": 0.0748, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 9.126984126984127e-06, | |
| "loss": 0.1226, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 8.560090702947846e-06, | |
| "loss": 0.1351, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.993197278911566e-06, | |
| "loss": 0.0688, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 7.426303854875284e-06, | |
| "loss": 0.086, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 6.859410430839003e-06, | |
| "loss": 0.1631, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 6.292517006802722e-06, | |
| "loss": 0.0451, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 5.72562358276644e-06, | |
| "loss": 0.0869, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 5.158730158730159e-06, | |
| "loss": 0.0662, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 4.591836734693878e-06, | |
| "loss": 0.0789, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 4.0249433106575965e-06, | |
| "loss": 0.0696, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 3.4580498866213153e-06, | |
| "loss": 0.0976, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 2.8911564625850344e-06, | |
| "loss": 0.0715, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 2.3242630385487527e-06, | |
| "loss": 0.0737, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 1.7573696145124719e-06, | |
| "loss": 0.0739, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 1.1904761904761904e-06, | |
| "loss": 0.1651, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 6.235827664399093e-07, | |
| "loss": 0.0782, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 5.668934240362812e-08, | |
| "loss": 0.1098, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9748217468805704, | |
| "eval_loss": 0.07243592292070389, | |
| "eval_runtime": 93.9793, | |
| "eval_samples_per_second": 47.755, | |
| "eval_steps_per_second": 5.969, | |
| "step": 981 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "step": 981, | |
| "total_flos": 7.802294942660198e+17, | |
| "train_loss": 0.1717462847037782, | |
| "train_runtime": 1149.2673, | |
| "train_samples_per_second": 27.333, | |
| "train_steps_per_second": 0.854 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 981, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "total_flos": 7.802294942660198e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |