{ "best_metric": 0.9898089171974522, "best_model_checkpoint": "vit-base-patch16-224-in21k-mobile-eye-tracking-dataset-v2/checkpoint-221", "epoch": 9.898305084745763, "global_step": 730, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.14, "learning_rate": 6.849315068493151e-06, "loss": 0.0366, "step": 10 }, { "epoch": 0.27, "learning_rate": 1.3698630136986302e-05, "loss": 0.0367, "step": 20 }, { "epoch": 0.41, "learning_rate": 2.0547945205479453e-05, "loss": 0.0341, "step": 30 }, { "epoch": 0.54, "learning_rate": 2.7397260273972603e-05, "loss": 0.0396, "step": 40 }, { "epoch": 0.68, "learning_rate": 3.424657534246575e-05, "loss": 0.0338, "step": 50 }, { "epoch": 0.81, "learning_rate": 4.1095890410958905e-05, "loss": 0.0298, "step": 60 }, { "epoch": 0.95, "learning_rate": 4.794520547945205e-05, "loss": 0.024, "step": 70 }, { "epoch": 0.99, "eval_accuracy": 0.9808917197452229, "eval_loss": 0.0768975093960762, "eval_runtime": 10.9295, "eval_samples_per_second": 71.824, "eval_steps_per_second": 3.019, "step": 73 }, { "epoch": 1.08, "learning_rate": 4.9467275494672755e-05, "loss": 0.0206, "step": 80 }, { "epoch": 1.22, "learning_rate": 4.8706240487062404e-05, "loss": 0.0219, "step": 90 }, { "epoch": 1.36, "learning_rate": 4.794520547945205e-05, "loss": 0.0167, "step": 100 }, { "epoch": 1.49, "learning_rate": 4.71841704718417e-05, "loss": 0.0314, "step": 110 }, { "epoch": 1.63, "learning_rate": 4.642313546423136e-05, "loss": 0.0304, "step": 120 }, { "epoch": 1.76, "learning_rate": 4.5662100456621006e-05, "loss": 0.017, "step": 130 }, { "epoch": 1.9, "learning_rate": 4.4901065449010655e-05, "loss": 0.0236, "step": 140 }, { "epoch": 1.99, "eval_accuracy": 0.9745222929936306, "eval_loss": 0.11105378717184067, "eval_runtime": 10.6001, "eval_samples_per_second": 74.056, "eval_steps_per_second": 3.113, "step": 147 }, { "epoch": 2.03, "learning_rate": 4.41400304414003e-05, "loss": 0.022, "step": 150 }, { "epoch": 2.17, "learning_rate": 4.337899543378995e-05, "loss": 0.0184, "step": 160 }, { "epoch": 2.31, "learning_rate": 4.26179604261796e-05, "loss": 0.0321, "step": 170 }, { "epoch": 2.44, "learning_rate": 4.1856925418569256e-05, "loss": 0.015, "step": 180 }, { "epoch": 2.58, "learning_rate": 4.1095890410958905e-05, "loss": 0.0114, "step": 190 }, { "epoch": 2.71, "learning_rate": 4.0334855403348554e-05, "loss": 0.0155, "step": 200 }, { "epoch": 2.85, "learning_rate": 3.95738203957382e-05, "loss": 0.0165, "step": 210 }, { "epoch": 2.98, "learning_rate": 3.881278538812785e-05, "loss": 0.0172, "step": 220 }, { "epoch": 3.0, "eval_accuracy": 0.9898089171974522, "eval_loss": 0.05419470742344856, "eval_runtime": 11.1217, "eval_samples_per_second": 70.583, "eval_steps_per_second": 2.967, "step": 221 }, { "epoch": 3.12, "learning_rate": 3.80517503805175e-05, "loss": 0.0086, "step": 230 }, { "epoch": 3.25, "learning_rate": 3.7290715372907156e-05, "loss": 0.0145, "step": 240 }, { "epoch": 3.39, "learning_rate": 3.6529680365296805e-05, "loss": 0.0082, "step": 250 }, { "epoch": 3.53, "learning_rate": 3.5768645357686453e-05, "loss": 0.0087, "step": 260 }, { "epoch": 3.66, "learning_rate": 3.50076103500761e-05, "loss": 0.0072, "step": 270 }, { "epoch": 3.8, "learning_rate": 3.424657534246575e-05, "loss": 0.0171, "step": 280 }, { "epoch": 3.93, "learning_rate": 3.34855403348554e-05, "loss": 0.0114, "step": 290 }, { "epoch": 4.0, "eval_accuracy": 0.9885350318471338, "eval_loss": 0.06302983313798904, "eval_runtime": 10.6941, "eval_samples_per_second": 73.405, "eval_steps_per_second": 3.086, "step": 295 }, { "epoch": 4.07, "learning_rate": 3.2724505327245055e-05, "loss": 0.0063, "step": 300 }, { "epoch": 4.2, "learning_rate": 3.1963470319634704e-05, "loss": 0.006, "step": 310 }, { "epoch": 4.34, "learning_rate": 3.120243531202435e-05, "loss": 0.0102, "step": 320 }, { "epoch": 4.47, "learning_rate": 3.0441400304414e-05, "loss": 0.0054, "step": 330 }, { "epoch": 4.61, "learning_rate": 2.9680365296803654e-05, "loss": 0.0074, "step": 340 }, { "epoch": 4.75, "learning_rate": 2.8919330289193303e-05, "loss": 0.0108, "step": 350 }, { "epoch": 4.88, "learning_rate": 2.815829528158295e-05, "loss": 0.0051, "step": 360 }, { "epoch": 4.99, "eval_accuracy": 0.9859872611464968, "eval_loss": 0.0673714205622673, "eval_runtime": 10.7583, "eval_samples_per_second": 72.967, "eval_steps_per_second": 3.067, "step": 368 }, { "epoch": 5.02, "learning_rate": 2.7397260273972603e-05, "loss": 0.005, "step": 370 }, { "epoch": 5.15, "learning_rate": 2.6636225266362252e-05, "loss": 0.0048, "step": 380 }, { "epoch": 5.29, "learning_rate": 2.58751902587519e-05, "loss": 0.0084, "step": 390 }, { "epoch": 5.42, "learning_rate": 2.5114155251141553e-05, "loss": 0.0049, "step": 400 }, { "epoch": 5.56, "learning_rate": 2.4353120243531202e-05, "loss": 0.0045, "step": 410 }, { "epoch": 5.69, "learning_rate": 2.359208523592085e-05, "loss": 0.0043, "step": 420 }, { "epoch": 5.83, "learning_rate": 2.2831050228310503e-05, "loss": 0.0097, "step": 430 }, { "epoch": 5.97, "learning_rate": 2.207001522070015e-05, "loss": 0.0044, "step": 440 }, { "epoch": 5.99, "eval_accuracy": 0.9885350318471338, "eval_loss": 0.06396039575338364, "eval_runtime": 10.7469, "eval_samples_per_second": 73.044, "eval_steps_per_second": 3.071, "step": 442 }, { "epoch": 6.1, "learning_rate": 2.13089802130898e-05, "loss": 0.0053, "step": 450 }, { "epoch": 6.24, "learning_rate": 2.0547945205479453e-05, "loss": 0.0041, "step": 460 }, { "epoch": 6.37, "learning_rate": 1.97869101978691e-05, "loss": 0.004, "step": 470 }, { "epoch": 6.51, "learning_rate": 1.902587519025875e-05, "loss": 0.004, "step": 480 }, { "epoch": 6.64, "learning_rate": 1.8264840182648402e-05, "loss": 0.0039, "step": 490 }, { "epoch": 6.78, "learning_rate": 1.750380517503805e-05, "loss": 0.0091, "step": 500 }, { "epoch": 6.92, "learning_rate": 1.67427701674277e-05, "loss": 0.0037, "step": 510 }, { "epoch": 7.0, "eval_accuracy": 0.9885350318471338, "eval_loss": 0.06461471319198608, "eval_runtime": 10.6595, "eval_samples_per_second": 73.643, "eval_steps_per_second": 3.096, "step": 516 }, { "epoch": 7.05, "learning_rate": 1.5981735159817352e-05, "loss": 0.0085, "step": 520 }, { "epoch": 7.19, "learning_rate": 1.5220700152207e-05, "loss": 0.0037, "step": 530 }, { "epoch": 7.32, "learning_rate": 1.4459665144596651e-05, "loss": 0.0036, "step": 540 }, { "epoch": 7.46, "learning_rate": 1.3698630136986302e-05, "loss": 0.0036, "step": 550 }, { "epoch": 7.59, "learning_rate": 1.293759512937595e-05, "loss": 0.0035, "step": 560 }, { "epoch": 7.73, "learning_rate": 1.2176560121765601e-05, "loss": 0.0035, "step": 570 }, { "epoch": 7.86, "learning_rate": 1.1415525114155251e-05, "loss": 0.0034, "step": 580 }, { "epoch": 8.0, "learning_rate": 1.06544901065449e-05, "loss": 0.0034, "step": 590 }, { "epoch": 8.0, "eval_accuracy": 0.9885350318471338, "eval_loss": 0.06516698002815247, "eval_runtime": 10.6581, "eval_samples_per_second": 73.653, "eval_steps_per_second": 3.096, "step": 590 }, { "epoch": 8.14, "learning_rate": 9.89345509893455e-06, "loss": 0.0034, "step": 600 }, { "epoch": 8.27, "learning_rate": 9.132420091324201e-06, "loss": 0.0033, "step": 610 }, { "epoch": 8.41, "learning_rate": 8.37138508371385e-06, "loss": 0.0033, "step": 620 }, { "epoch": 8.54, "learning_rate": 7.6103500761035e-06, "loss": 0.0033, "step": 630 }, { "epoch": 8.68, "learning_rate": 6.849315068493151e-06, "loss": 0.008, "step": 640 }, { "epoch": 8.81, "learning_rate": 6.0882800608828005e-06, "loss": 0.0033, "step": 650 }, { "epoch": 8.95, "learning_rate": 5.32724505327245e-06, "loss": 0.0032, "step": 660 }, { "epoch": 8.99, "eval_accuracy": 0.9885350318471338, "eval_loss": 0.06558429449796677, "eval_runtime": 10.7487, "eval_samples_per_second": 73.032, "eval_steps_per_second": 3.07, "step": 663 }, { "epoch": 9.08, "learning_rate": 4.566210045662101e-06, "loss": 0.0031, "step": 670 }, { "epoch": 9.22, "learning_rate": 3.80517503805175e-06, "loss": 0.0033, "step": 680 }, { "epoch": 9.36, "learning_rate": 3.0441400304414002e-06, "loss": 0.0032, "step": 690 }, { "epoch": 9.49, "learning_rate": 2.2831050228310503e-06, "loss": 0.0031, "step": 700 }, { "epoch": 9.63, "learning_rate": 1.5220700152207001e-06, "loss": 0.0032, "step": 710 }, { "epoch": 9.76, "learning_rate": 7.610350076103501e-07, "loss": 0.0076, "step": 720 }, { "epoch": 9.9, "learning_rate": 0.0, "loss": 0.0032, "step": 730 }, { "epoch": 9.9, "eval_accuracy": 0.9885350318471338, "eval_loss": 0.06568808108568192, "eval_runtime": 10.6014, "eval_samples_per_second": 74.047, "eval_steps_per_second": 3.113, "step": 730 }, { "epoch": 9.9, "step": 730, "total_flos": 5.416738622139802e+18, "train_loss": 0.011492813212720498, "train_runtime": 2907.1139, "train_samples_per_second": 24.285, "train_steps_per_second": 0.251 } ], "max_steps": 730, "num_train_epochs": 10, "total_flos": 5.416738622139802e+18, "trial_name": null, "trial_params": null }