{ "best_metric": 0.0007819964084774256, "best_model_checkpoint": "./vit-base-blur/checkpoint-1100", "epoch": 12.0, "global_step": 1176, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1, "learning_rate": 9.914965986394558e-05, "loss": 0.5188, "step": 10 }, { "epoch": 0.2, "learning_rate": 9.829931972789116e-05, "loss": 0.1389, "step": 20 }, { "epoch": 0.31, "learning_rate": 9.744897959183674e-05, "loss": 0.0755, "step": 30 }, { "epoch": 0.41, "learning_rate": 9.659863945578231e-05, "loss": 0.1305, "step": 40 }, { "epoch": 0.51, "learning_rate": 9.574829931972789e-05, "loss": 0.0554, "step": 50 }, { "epoch": 0.61, "learning_rate": 9.489795918367348e-05, "loss": 0.0147, "step": 60 }, { "epoch": 0.71, "learning_rate": 9.404761904761905e-05, "loss": 0.0139, "step": 70 }, { "epoch": 0.82, "learning_rate": 9.319727891156463e-05, "loss": 0.0534, "step": 80 }, { "epoch": 0.92, "learning_rate": 9.234693877551021e-05, "loss": 0.0101, "step": 90 }, { "epoch": 1.02, "learning_rate": 9.149659863945579e-05, "loss": 0.0082, "step": 100 }, { "epoch": 1.02, "eval_accuracy": 1.0, "eval_loss": 0.010711735114455223, "eval_runtime": 105.4365, "eval_samples_per_second": 1.641, "eval_steps_per_second": 0.209, "step": 100 }, { "epoch": 1.12, "learning_rate": 9.07312925170068e-05, "loss": 0.0375, "step": 110 }, { "epoch": 1.22, "learning_rate": 8.988095238095238e-05, "loss": 0.0296, "step": 120 }, { "epoch": 1.33, "learning_rate": 8.903061224489796e-05, "loss": 0.0466, "step": 130 }, { "epoch": 1.43, "learning_rate": 8.818027210884354e-05, "loss": 0.0289, "step": 140 }, { "epoch": 1.53, "learning_rate": 8.732993197278912e-05, "loss": 0.0084, "step": 150 }, { "epoch": 1.63, "learning_rate": 8.64795918367347e-05, "loss": 0.0185, "step": 160 }, { "epoch": 1.73, "learning_rate": 8.562925170068028e-05, "loss": 0.0879, "step": 170 }, { "epoch": 1.84, "learning_rate": 8.477891156462585e-05, "loss": 0.0612, "step": 180 }, { "epoch": 1.94, "learning_rate": 8.392857142857144e-05, "loss": 0.0176, "step": 190 }, { "epoch": 2.04, "learning_rate": 8.3078231292517e-05, "loss": 0.0079, "step": 200 }, { "epoch": 2.04, "eval_accuracy": 1.0, "eval_loss": 0.005197448190301657, "eval_runtime": 5.9181, "eval_samples_per_second": 29.232, "eval_steps_per_second": 3.717, "step": 200 }, { "epoch": 2.14, "learning_rate": 8.222789115646259e-05, "loss": 0.005, "step": 210 }, { "epoch": 2.24, "learning_rate": 8.137755102040817e-05, "loss": 0.0226, "step": 220 }, { "epoch": 2.35, "learning_rate": 8.052721088435375e-05, "loss": 0.0894, "step": 230 }, { "epoch": 2.45, "learning_rate": 7.967687074829932e-05, "loss": 0.0067, "step": 240 }, { "epoch": 2.55, "learning_rate": 7.882653061224489e-05, "loss": 0.0039, "step": 250 }, { "epoch": 2.65, "learning_rate": 7.797619047619048e-05, "loss": 0.0035, "step": 260 }, { "epoch": 2.76, "learning_rate": 7.712585034013606e-05, "loss": 0.0034, "step": 270 }, { "epoch": 2.86, "learning_rate": 7.627551020408163e-05, "loss": 0.0032, "step": 280 }, { "epoch": 2.96, "learning_rate": 7.542517006802722e-05, "loss": 0.0032, "step": 290 }, { "epoch": 3.06, "learning_rate": 7.457482993197279e-05, "loss": 0.0029, "step": 300 }, { "epoch": 3.06, "eval_accuracy": 1.0, "eval_loss": 0.0028241325635463, "eval_runtime": 4.5591, "eval_samples_per_second": 37.946, "eval_steps_per_second": 4.826, "step": 300 }, { "epoch": 3.16, "learning_rate": 7.372448979591837e-05, "loss": 0.0028, "step": 310 }, { "epoch": 3.27, "learning_rate": 7.287414965986395e-05, "loss": 0.0027, "step": 320 }, { "epoch": 3.37, "learning_rate": 7.202380952380953e-05, "loss": 0.0026, "step": 330 }, { "epoch": 3.47, "learning_rate": 7.117346938775511e-05, "loss": 0.0025, "step": 340 }, { "epoch": 3.57, "learning_rate": 7.032312925170068e-05, "loss": 0.0024, "step": 350 }, { "epoch": 3.67, "learning_rate": 6.947278911564627e-05, "loss": 0.0023, "step": 360 }, { "epoch": 3.78, "learning_rate": 6.862244897959184e-05, "loss": 0.0022, "step": 370 }, { "epoch": 3.88, "learning_rate": 6.777210884353741e-05, "loss": 0.0021, "step": 380 }, { "epoch": 3.98, "learning_rate": 6.6921768707483e-05, "loss": 0.0021, "step": 390 }, { "epoch": 4.08, "learning_rate": 6.607142857142857e-05, "loss": 0.002, "step": 400 }, { "epoch": 4.08, "eval_accuracy": 1.0, "eval_loss": 0.001991536468267441, "eval_runtime": 5.3318, "eval_samples_per_second": 32.447, "eval_steps_per_second": 4.126, "step": 400 }, { "epoch": 4.18, "learning_rate": 6.522108843537415e-05, "loss": 0.002, "step": 410 }, { "epoch": 4.29, "learning_rate": 6.437074829931973e-05, "loss": 0.0019, "step": 420 }, { "epoch": 4.39, "learning_rate": 6.352040816326531e-05, "loss": 0.0019, "step": 430 }, { "epoch": 4.49, "learning_rate": 6.267006802721088e-05, "loss": 0.0018, "step": 440 }, { "epoch": 4.59, "learning_rate": 6.181972789115646e-05, "loss": 0.0018, "step": 450 }, { "epoch": 4.69, "learning_rate": 6.0969387755102046e-05, "loss": 0.0017, "step": 460 }, { "epoch": 4.8, "learning_rate": 6.011904761904762e-05, "loss": 0.0017, "step": 470 }, { "epoch": 4.9, "learning_rate": 5.92687074829932e-05, "loss": 0.0016, "step": 480 }, { "epoch": 5.0, "learning_rate": 5.841836734693877e-05, "loss": 0.0016, "step": 490 }, { "epoch": 5.1, "learning_rate": 5.756802721088436e-05, "loss": 0.0016, "step": 500 }, { "epoch": 5.1, "eval_accuracy": 1.0, "eval_loss": 0.0015397485112771392, "eval_runtime": 5.4131, "eval_samples_per_second": 31.959, "eval_steps_per_second": 4.064, "step": 500 }, { "epoch": 5.2, "learning_rate": 5.671768707482994e-05, "loss": 0.0015, "step": 510 }, { "epoch": 5.31, "learning_rate": 5.586734693877551e-05, "loss": 0.0015, "step": 520 }, { "epoch": 5.41, "learning_rate": 5.501700680272109e-05, "loss": 0.0015, "step": 530 }, { "epoch": 5.51, "learning_rate": 5.4166666666666664e-05, "loss": 0.0014, "step": 540 }, { "epoch": 5.61, "learning_rate": 5.331632653061225e-05, "loss": 0.0014, "step": 550 }, { "epoch": 5.71, "learning_rate": 5.246598639455783e-05, "loss": 0.0014, "step": 560 }, { "epoch": 5.82, "learning_rate": 5.1615646258503404e-05, "loss": 0.0014, "step": 570 }, { "epoch": 5.92, "learning_rate": 5.076530612244898e-05, "loss": 0.0013, "step": 580 }, { "epoch": 6.02, "learning_rate": 4.991496598639456e-05, "loss": 0.0013, "step": 590 }, { "epoch": 6.12, "learning_rate": 4.906462585034014e-05, "loss": 0.0013, "step": 600 }, { "epoch": 6.12, "eval_accuracy": 1.0, "eval_loss": 0.0012603328796103597, "eval_runtime": 6.365, "eval_samples_per_second": 27.18, "eval_steps_per_second": 3.456, "step": 600 }, { "epoch": 6.22, "learning_rate": 4.8214285714285716e-05, "loss": 0.0013, "step": 610 }, { "epoch": 6.33, "learning_rate": 4.7363945578231296e-05, "loss": 0.0012, "step": 620 }, { "epoch": 6.43, "learning_rate": 4.651360544217687e-05, "loss": 0.0012, "step": 630 }, { "epoch": 6.53, "learning_rate": 4.566326530612245e-05, "loss": 0.0012, "step": 640 }, { "epoch": 6.63, "learning_rate": 4.4812925170068035e-05, "loss": 0.0012, "step": 650 }, { "epoch": 6.73, "learning_rate": 4.396258503401361e-05, "loss": 0.0012, "step": 660 }, { "epoch": 6.84, "learning_rate": 4.311224489795919e-05, "loss": 0.0011, "step": 670 }, { "epoch": 6.94, "learning_rate": 4.226190476190476e-05, "loss": 0.0011, "step": 680 }, { "epoch": 7.04, "learning_rate": 4.141156462585034e-05, "loss": 0.0011, "step": 690 }, { "epoch": 7.14, "learning_rate": 4.056122448979592e-05, "loss": 0.0011, "step": 700 }, { "epoch": 7.14, "eval_accuracy": 1.0, "eval_loss": 0.0010760421864688396, "eval_runtime": 5.8839, "eval_samples_per_second": 29.402, "eval_steps_per_second": 3.739, "step": 700 }, { "epoch": 7.24, "learning_rate": 3.97108843537415e-05, "loss": 0.0011, "step": 710 }, { "epoch": 7.35, "learning_rate": 3.886054421768708e-05, "loss": 0.0011, "step": 720 }, { "epoch": 7.45, "learning_rate": 3.801020408163265e-05, "loss": 0.001, "step": 730 }, { "epoch": 7.55, "learning_rate": 3.715986394557823e-05, "loss": 0.001, "step": 740 }, { "epoch": 7.65, "learning_rate": 3.630952380952381e-05, "loss": 0.001, "step": 750 }, { "epoch": 7.76, "learning_rate": 3.5459183673469385e-05, "loss": 0.001, "step": 760 }, { "epoch": 7.86, "learning_rate": 3.460884353741497e-05, "loss": 0.001, "step": 770 }, { "epoch": 7.96, "learning_rate": 3.3758503401360545e-05, "loss": 0.001, "step": 780 }, { "epoch": 8.06, "learning_rate": 3.2908163265306125e-05, "loss": 0.001, "step": 790 }, { "epoch": 8.16, "learning_rate": 3.2057823129251705e-05, "loss": 0.001, "step": 800 }, { "epoch": 8.16, "eval_accuracy": 1.0, "eval_loss": 0.0009508325601927936, "eval_runtime": 4.4253, "eval_samples_per_second": 39.093, "eval_steps_per_second": 4.971, "step": 800 }, { "epoch": 8.27, "learning_rate": 3.120748299319728e-05, "loss": 0.0009, "step": 810 }, { "epoch": 8.37, "learning_rate": 3.0357142857142857e-05, "loss": 0.0009, "step": 820 }, { "epoch": 8.47, "learning_rate": 2.950680272108844e-05, "loss": 0.0009, "step": 830 }, { "epoch": 8.57, "learning_rate": 2.8656462585034017e-05, "loss": 0.0009, "step": 840 }, { "epoch": 8.67, "learning_rate": 2.7806122448979593e-05, "loss": 0.0009, "step": 850 }, { "epoch": 8.78, "learning_rate": 2.695578231292517e-05, "loss": 0.0009, "step": 860 }, { "epoch": 8.88, "learning_rate": 2.610544217687075e-05, "loss": 0.0009, "step": 870 }, { "epoch": 8.98, "learning_rate": 2.5255102040816326e-05, "loss": 0.0009, "step": 880 }, { "epoch": 9.08, "learning_rate": 2.4404761904761906e-05, "loss": 0.0009, "step": 890 }, { "epoch": 9.18, "learning_rate": 2.3554421768707485e-05, "loss": 0.0009, "step": 900 }, { "epoch": 9.18, "eval_accuracy": 1.0, "eval_loss": 0.0008663248154334724, "eval_runtime": 5.3859, "eval_samples_per_second": 32.121, "eval_steps_per_second": 4.085, "step": 900 }, { "epoch": 9.29, "learning_rate": 2.2704081632653062e-05, "loss": 0.0009, "step": 910 }, { "epoch": 9.39, "learning_rate": 2.1853741496598638e-05, "loss": 0.0009, "step": 920 }, { "epoch": 9.49, "learning_rate": 2.100340136054422e-05, "loss": 0.0009, "step": 930 }, { "epoch": 9.59, "learning_rate": 2.0153061224489798e-05, "loss": 0.0008, "step": 940 }, { "epoch": 9.69, "learning_rate": 1.9302721088435374e-05, "loss": 0.0008, "step": 950 }, { "epoch": 9.8, "learning_rate": 1.8452380952380954e-05, "loss": 0.0008, "step": 960 }, { "epoch": 9.9, "learning_rate": 1.760204081632653e-05, "loss": 0.0008, "step": 970 }, { "epoch": 10.0, "learning_rate": 1.675170068027211e-05, "loss": 0.0008, "step": 980 }, { "epoch": 10.1, "learning_rate": 1.590136054421769e-05, "loss": 0.0008, "step": 990 }, { "epoch": 10.2, "learning_rate": 1.5051020408163266e-05, "loss": 0.0008, "step": 1000 }, { "epoch": 10.2, "eval_accuracy": 1.0, "eval_loss": 0.0008117146790027618, "eval_runtime": 4.9611, "eval_samples_per_second": 34.871, "eval_steps_per_second": 4.435, "step": 1000 }, { "epoch": 10.31, "learning_rate": 1.4200680272108843e-05, "loss": 0.0008, "step": 1010 }, { "epoch": 10.41, "learning_rate": 1.3350340136054423e-05, "loss": 0.0008, "step": 1020 }, { "epoch": 10.51, "learning_rate": 1.25e-05, "loss": 0.0008, "step": 1030 }, { "epoch": 10.61, "learning_rate": 1.1649659863945579e-05, "loss": 0.0008, "step": 1040 }, { "epoch": 10.71, "learning_rate": 1.0799319727891157e-05, "loss": 0.0008, "step": 1050 }, { "epoch": 10.82, "learning_rate": 9.948979591836735e-06, "loss": 0.0008, "step": 1060 }, { "epoch": 10.92, "learning_rate": 9.098639455782313e-06, "loss": 0.0008, "step": 1070 }, { "epoch": 11.02, "learning_rate": 8.248299319727891e-06, "loss": 0.0008, "step": 1080 }, { "epoch": 11.12, "learning_rate": 7.39795918367347e-06, "loss": 0.0008, "step": 1090 }, { "epoch": 11.22, "learning_rate": 6.547619047619048e-06, "loss": 0.0008, "step": 1100 }, { "epoch": 11.22, "eval_accuracy": 1.0, "eval_loss": 0.0007819964084774256, "eval_runtime": 4.6463, "eval_samples_per_second": 37.234, "eval_steps_per_second": 4.735, "step": 1100 }, { "epoch": 11.33, "learning_rate": 5.697278911564626e-06, "loss": 0.0008, "step": 1110 }, { "epoch": 11.43, "learning_rate": 4.846938775510204e-06, "loss": 0.0008, "step": 1120 }, { "epoch": 11.53, "learning_rate": 3.996598639455783e-06, "loss": 0.0008, "step": 1130 }, { "epoch": 11.63, "learning_rate": 3.146258503401361e-06, "loss": 0.0008, "step": 1140 }, { "epoch": 11.73, "learning_rate": 2.295918367346939e-06, "loss": 0.0008, "step": 1150 }, { "epoch": 11.84, "learning_rate": 1.4455782312925172e-06, "loss": 0.0008, "step": 1160 }, { "epoch": 11.94, "learning_rate": 5.952380952380952e-07, "loss": 0.0008, "step": 1170 }, { "epoch": 12.0, "step": 1176, "total_flos": 1.4460005262082867e+18, "train_loss": 0.013737765663116536, "train_runtime": 2175.34, "train_samples_per_second": 8.578, "train_steps_per_second": 0.541 } ], "max_steps": 1176, "num_train_epochs": 12, "total_flos": 1.4460005262082867e+18, "trial_name": null, "trial_params": null }