| { | |
| "best_metric": 0.9662, | |
| "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-cifar10/checkpoint-1053", | |
| "epoch": 2.9936034115138592, | |
| "global_step": 1053, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 4.716981132075472e-06, | |
| "loss": 2.3864, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 9.433962264150944e-06, | |
| "loss": 2.304, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 1.4150943396226415e-05, | |
| "loss": 2.1945, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 1.8867924528301888e-05, | |
| "loss": 2.0241, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 2.358490566037736e-05, | |
| "loss": 1.7376, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 2.830188679245283e-05, | |
| "loss": 1.4417, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 3.30188679245283e-05, | |
| "loss": 1.2224, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 3.7735849056603776e-05, | |
| "loss": 1.0785, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 4.245283018867925e-05, | |
| "loss": 0.9325, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 4.716981132075472e-05, | |
| "loss": 0.8554, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 4.978880675818374e-05, | |
| "loss": 0.7509, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 4.9260823653643085e-05, | |
| "loss": 0.7331, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 4.8732840549102435e-05, | |
| "loss": 0.6829, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 4.820485744456177e-05, | |
| "loss": 0.6985, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 4.767687434002112e-05, | |
| "loss": 0.7449, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 4.7148891235480466e-05, | |
| "loss": 0.6427, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 4.662090813093981e-05, | |
| "loss": 0.6444, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 4.609292502639916e-05, | |
| "loss": 0.5931, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 4.55649419218585e-05, | |
| "loss": 0.6051, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 4.503695881731785e-05, | |
| "loss": 0.5448, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 4.45089757127772e-05, | |
| "loss": 0.5903, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 4.398099260823654e-05, | |
| "loss": 0.5358, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 4.3453009503695884e-05, | |
| "loss": 0.5719, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 4.292502639915523e-05, | |
| "loss": 0.5113, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 4.239704329461457e-05, | |
| "loss": 0.529, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 4.186906019007392e-05, | |
| "loss": 0.5427, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 4.1341077085533265e-05, | |
| "loss": 0.4915, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 4.081309398099261e-05, | |
| "loss": 0.5389, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 4.028511087645195e-05, | |
| "loss": 0.5508, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 3.97571277719113e-05, | |
| "loss": 0.5167, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 3.9229144667370646e-05, | |
| "loss": 0.517, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 3.870116156282999e-05, | |
| "loss": 0.4763, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 3.817317845828934e-05, | |
| "loss": 0.5251, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 3.764519535374868e-05, | |
| "loss": 0.5224, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 3.711721224920803e-05, | |
| "loss": 0.4833, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9448, | |
| "eval_loss": 0.16777557134628296, | |
| "eval_runtime": 30.281, | |
| "eval_samples_per_second": 165.12, | |
| "eval_steps_per_second": 5.185, | |
| "step": 351 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 3.658922914466738e-05, | |
| "loss": 0.4969, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 3.6061246040126714e-05, | |
| "loss": 0.4618, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 3.5533262935586064e-05, | |
| "loss": 0.4699, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 3.500527983104541e-05, | |
| "loss": 0.455, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 3.447729672650475e-05, | |
| "loss": 0.457, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 3.3949313621964095e-05, | |
| "loss": 0.4113, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 3.3421330517423445e-05, | |
| "loss": 0.4072, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 3.289334741288279e-05, | |
| "loss": 0.4349, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 3.236536430834213e-05, | |
| "loss": 0.4531, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 3.183738120380148e-05, | |
| "loss": 0.441, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 3.130939809926082e-05, | |
| "loss": 0.4372, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 3.078141499472017e-05, | |
| "loss": 0.4402, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 3.0253431890179517e-05, | |
| "loss": 0.41, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 2.972544878563886e-05, | |
| "loss": 0.4231, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 2.9197465681098207e-05, | |
| "loss": 0.4137, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 2.8669482576557548e-05, | |
| "loss": 0.4605, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 2.8141499472016898e-05, | |
| "loss": 0.4461, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 2.7613516367476245e-05, | |
| "loss": 0.4419, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 2.7085533262935585e-05, | |
| "loss": 0.4711, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 2.6557550158394935e-05, | |
| "loss": 0.4025, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 2.6029567053854276e-05, | |
| "loss": 0.4572, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 2.5501583949313622e-05, | |
| "loss": 0.4093, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 2.497360084477297e-05, | |
| "loss": 0.4198, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 2.4445617740232313e-05, | |
| "loss": 0.4036, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 2.391763463569166e-05, | |
| "loss": 0.426, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 2.3389651531151003e-05, | |
| "loss": 0.4118, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 2.286166842661035e-05, | |
| "loss": 0.4082, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 2.2333685322069694e-05, | |
| "loss": 0.3877, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 2.180570221752904e-05, | |
| "loss": 0.3846, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 2.1277719112988384e-05, | |
| "loss": 0.4442, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 2.074973600844773e-05, | |
| "loss": 0.465, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 2.0221752903907075e-05, | |
| "loss": 0.4178, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 1.9693769799366422e-05, | |
| "loss": 0.3995, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 1.9165786694825765e-05, | |
| "loss": 0.4161, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 1.863780359028511e-05, | |
| "loss": 0.3933, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9576, | |
| "eval_loss": 0.12244101613759995, | |
| "eval_runtime": 30.1063, | |
| "eval_samples_per_second": 166.078, | |
| "eval_steps_per_second": 5.215, | |
| "step": 703 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 1.810982048574446e-05, | |
| "loss": 0.4111, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 1.7581837381203803e-05, | |
| "loss": 0.3656, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 1.7053854276663146e-05, | |
| "loss": 0.3536, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 1.6525871172122493e-05, | |
| "loss": 0.3367, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 1.5997888067581837e-05, | |
| "loss": 0.3423, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 1.5469904963041184e-05, | |
| "loss": 0.3315, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 1.4941921858500529e-05, | |
| "loss": 0.3515, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 1.4413938753959874e-05, | |
| "loss": 0.3936, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 1.388595564941922e-05, | |
| "loss": 0.3367, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 1.3357972544878563e-05, | |
| "loss": 0.3607, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 1.2829989440337912e-05, | |
| "loss": 0.3637, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 1.2302006335797255e-05, | |
| "loss": 0.3731, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 1.17740232312566e-05, | |
| "loss": 0.3891, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 1.1246040126715946e-05, | |
| "loss": 0.3626, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 1.0718057022175291e-05, | |
| "loss": 0.3849, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 1.0190073917634636e-05, | |
| "loss": 0.4008, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 9.662090813093982e-06, | |
| "loss": 0.3339, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 9.134107708553327e-06, | |
| "loss": 0.3693, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 8.606124604012672e-06, | |
| "loss": 0.3476, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 8.078141499472017e-06, | |
| "loss": 0.3683, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 7.5501583949313625e-06, | |
| "loss": 0.3463, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 7.022175290390708e-06, | |
| "loss": 0.3707, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 6.494192185850054e-06, | |
| "loss": 0.3623, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 5.966209081309398e-06, | |
| "loss": 0.3548, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 5.438225976768744e-06, | |
| "loss": 0.3555, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 4.910242872228089e-06, | |
| "loss": 0.3401, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 4.382259767687434e-06, | |
| "loss": 0.3093, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 3.854276663146779e-06, | |
| "loss": 0.3789, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 3.326293558606125e-06, | |
| "loss": 0.3683, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 2.79831045406547e-06, | |
| "loss": 0.3475, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 2.2703273495248154e-06, | |
| "loss": 0.339, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 1.7423442449841606e-06, | |
| "loss": 0.3632, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 1.2143611404435059e-06, | |
| "loss": 0.3904, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 6.863780359028511e-07, | |
| "loss": 0.3228, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 1.5839493136219642e-07, | |
| "loss": 0.3428, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "eval_accuracy": 0.9662, | |
| "eval_loss": 0.09857581555843353, | |
| "eval_runtime": 30.2466, | |
| "eval_samples_per_second": 165.308, | |
| "eval_steps_per_second": 5.191, | |
| "step": 1053 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "step": 1053, | |
| "total_flos": 3.3497451642252165e+18, | |
| "train_loss": 0.5551854475610956, | |
| "train_runtime": 2019.4136, | |
| "train_samples_per_second": 66.851, | |
| "train_steps_per_second": 0.521 | |
| } | |
| ], | |
| "max_steps": 1053, | |
| "num_train_epochs": 3, | |
| "total_flos": 3.3497451642252165e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |