{ "best_metric": 0.010909353382885456, "best_model_checkpoint": "emigomez/vit-cropped-faces/checkpoint-200", "epoch": 20.0, "eval_steps": 100, "global_step": 640, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.3125, "grad_norm": 1.6401095390319824, "learning_rate": 0.000196875, "loss": 0.692, "step": 10 }, { "epoch": 0.625, "grad_norm": 1.1231616735458374, "learning_rate": 0.00019375000000000002, "loss": 0.2743, "step": 20 }, { "epoch": 0.9375, "grad_norm": 0.7256351709365845, "learning_rate": 0.000190625, "loss": 0.0795, "step": 30 }, { "epoch": 1.25, "grad_norm": 0.17406541109085083, "learning_rate": 0.0001875, "loss": 0.0414, "step": 40 }, { "epoch": 1.5625, "grad_norm": 6.439935684204102, "learning_rate": 0.000184375, "loss": 0.0465, "step": 50 }, { "epoch": 1.875, "grad_norm": 2.296980857849121, "learning_rate": 0.00018125000000000001, "loss": 0.0526, "step": 60 }, { "epoch": 2.1875, "grad_norm": 0.09786612540483475, "learning_rate": 0.000178125, "loss": 0.0372, "step": 70 }, { "epoch": 2.5, "grad_norm": 0.07251214236021042, "learning_rate": 0.000175, "loss": 0.0158, "step": 80 }, { "epoch": 2.8125, "grad_norm": 0.06504912674427032, "learning_rate": 0.00017187500000000002, "loss": 0.1044, "step": 90 }, { "epoch": 3.125, "grad_norm": 0.08557004481554031, "learning_rate": 0.00016875, "loss": 0.0254, "step": 100 }, { "epoch": 3.125, "eval_accuracy": 1.0, "eval_loss": 0.013552392832934856, "eval_runtime": 1.5523, "eval_samples_per_second": 36.077, "eval_steps_per_second": 4.51, "step": 100 }, { "epoch": 3.4375, "grad_norm": 0.06062212213873863, "learning_rate": 0.000165625, "loss": 0.0122, "step": 110 }, { "epoch": 3.75, "grad_norm": 0.050220146775245667, "learning_rate": 0.00016250000000000002, "loss": 0.0098, "step": 120 }, { "epoch": 4.0625, "grad_norm": 0.04843802750110626, "learning_rate": 0.000159375, "loss": 0.0091, "step": 130 }, { "epoch": 4.375, "grad_norm": 0.04158018156886101, "learning_rate": 0.00015625, "loss": 0.0081, "step": 140 }, { "epoch": 4.6875, "grad_norm": 0.03899329528212547, "learning_rate": 0.000153125, "loss": 0.0075, "step": 150 }, { "epoch": 5.0, "grad_norm": 0.05264412984251976, "learning_rate": 0.00015000000000000001, "loss": 0.0069, "step": 160 }, { "epoch": 5.3125, "grad_norm": 0.036546722054481506, "learning_rate": 0.000146875, "loss": 0.0064, "step": 170 }, { "epoch": 5.625, "grad_norm": 0.035343725234270096, "learning_rate": 0.00014375, "loss": 0.006, "step": 180 }, { "epoch": 5.9375, "grad_norm": 0.03636905550956726, "learning_rate": 0.00014062500000000002, "loss": 0.0056, "step": 190 }, { "epoch": 6.25, "grad_norm": 0.033068690448999405, "learning_rate": 0.0001375, "loss": 0.0053, "step": 200 }, { "epoch": 6.25, "eval_accuracy": 1.0, "eval_loss": 0.010909353382885456, "eval_runtime": 1.5116, "eval_samples_per_second": 37.048, "eval_steps_per_second": 4.631, "step": 200 }, { "epoch": 6.5625, "grad_norm": 0.027593158185482025, "learning_rate": 0.000134375, "loss": 0.0049, "step": 210 }, { "epoch": 6.875, "grad_norm": 0.02486700937151909, "learning_rate": 0.00013125000000000002, "loss": 0.0047, "step": 220 }, { "epoch": 7.1875, "grad_norm": 0.025286702439188957, "learning_rate": 0.000128125, "loss": 0.0045, "step": 230 }, { "epoch": 7.5, "grad_norm": 0.02420409955084324, "learning_rate": 0.000125, "loss": 0.0042, "step": 240 }, { "epoch": 7.8125, "grad_norm": 0.02255989797413349, "learning_rate": 0.00012187500000000001, "loss": 0.0041, "step": 250 }, { "epoch": 8.125, "grad_norm": 0.02108701318502426, "learning_rate": 0.00011875, "loss": 0.0038, "step": 260 }, { "epoch": 8.4375, "grad_norm": 0.020098580047488213, "learning_rate": 0.000115625, "loss": 0.0037, "step": 270 }, { "epoch": 8.75, "grad_norm": 0.019474145025014877, "learning_rate": 0.00011250000000000001, "loss": 0.0036, "step": 280 }, { "epoch": 9.0625, "grad_norm": 0.018637843430042267, "learning_rate": 0.000109375, "loss": 0.0035, "step": 290 }, { "epoch": 9.375, "grad_norm": 0.018013661727309227, "learning_rate": 0.00010625000000000001, "loss": 0.0033, "step": 300 }, { "epoch": 9.375, "eval_accuracy": 1.0, "eval_loss": 0.013854571618139744, "eval_runtime": 1.54, "eval_samples_per_second": 36.363, "eval_steps_per_second": 4.545, "step": 300 }, { "epoch": 9.6875, "grad_norm": 0.01775149628520012, "learning_rate": 0.000103125, "loss": 0.0032, "step": 310 }, { "epoch": 10.0, "grad_norm": 0.01715986803174019, "learning_rate": 0.0001, "loss": 0.0031, "step": 320 }, { "epoch": 10.3125, "grad_norm": 0.016615115106105804, "learning_rate": 9.687500000000001e-05, "loss": 0.003, "step": 330 }, { "epoch": 10.625, "grad_norm": 0.016151374205946922, "learning_rate": 9.375e-05, "loss": 0.0029, "step": 340 }, { "epoch": 10.9375, "grad_norm": 0.01536835078150034, "learning_rate": 9.062500000000001e-05, "loss": 0.0028, "step": 350 }, { "epoch": 11.25, "grad_norm": 0.014975355938076973, "learning_rate": 8.75e-05, "loss": 0.0027, "step": 360 }, { "epoch": 11.5625, "grad_norm": 0.014888996258378029, "learning_rate": 8.4375e-05, "loss": 0.0027, "step": 370 }, { "epoch": 11.875, "grad_norm": 0.014734145253896713, "learning_rate": 8.125000000000001e-05, "loss": 0.0026, "step": 380 }, { "epoch": 12.1875, "grad_norm": 0.014760036021471024, "learning_rate": 7.8125e-05, "loss": 0.0025, "step": 390 }, { "epoch": 12.5, "grad_norm": 0.013639590702950954, "learning_rate": 7.500000000000001e-05, "loss": 0.0025, "step": 400 }, { "epoch": 12.5, "eval_accuracy": 1.0, "eval_loss": 0.012760639190673828, "eval_runtime": 1.5727, "eval_samples_per_second": 35.608, "eval_steps_per_second": 4.451, "step": 400 }, { "epoch": 12.8125, "grad_norm": 0.013434410095214844, "learning_rate": 7.1875e-05, "loss": 0.0024, "step": 410 }, { "epoch": 13.125, "grad_norm": 0.013357667252421379, "learning_rate": 6.875e-05, "loss": 0.0024, "step": 420 }, { "epoch": 13.4375, "grad_norm": 0.01299892459064722, "learning_rate": 6.562500000000001e-05, "loss": 0.0023, "step": 430 }, { "epoch": 13.75, "grad_norm": 0.01252039521932602, "learning_rate": 6.25e-05, "loss": 0.0023, "step": 440 }, { "epoch": 14.0625, "grad_norm": 0.012350697070360184, "learning_rate": 5.9375e-05, "loss": 0.0022, "step": 450 }, { "epoch": 14.375, "grad_norm": 0.012504469603300095, "learning_rate": 5.6250000000000005e-05, "loss": 0.0022, "step": 460 }, { "epoch": 14.6875, "grad_norm": 0.01206807978451252, "learning_rate": 5.3125000000000004e-05, "loss": 0.0022, "step": 470 }, { "epoch": 15.0, "grad_norm": 0.013769702985882759, "learning_rate": 5e-05, "loss": 0.0021, "step": 480 }, { "epoch": 15.3125, "grad_norm": 0.01167486421763897, "learning_rate": 4.6875e-05, "loss": 0.0021, "step": 490 }, { "epoch": 15.625, "grad_norm": 0.011528071016073227, "learning_rate": 4.375e-05, "loss": 0.0021, "step": 500 }, { "epoch": 15.625, "eval_accuracy": 1.0, "eval_loss": 0.012214643880724907, "eval_runtime": 1.5413, "eval_samples_per_second": 36.334, "eval_steps_per_second": 4.542, "step": 500 }, { "epoch": 15.9375, "grad_norm": 0.011460980400443077, "learning_rate": 4.0625000000000005e-05, "loss": 0.002, "step": 510 }, { "epoch": 16.25, "grad_norm": 0.011635087430477142, "learning_rate": 3.7500000000000003e-05, "loss": 0.002, "step": 520 }, { "epoch": 16.5625, "grad_norm": 0.012200203724205494, "learning_rate": 3.4375e-05, "loss": 0.002, "step": 530 }, { "epoch": 16.875, "grad_norm": 0.011691519059240818, "learning_rate": 3.125e-05, "loss": 0.002, "step": 540 }, { "epoch": 17.1875, "grad_norm": 0.010916861705482006, "learning_rate": 2.8125000000000003e-05, "loss": 0.002, "step": 550 }, { "epoch": 17.5, "grad_norm": 0.010833012871444225, "learning_rate": 2.5e-05, "loss": 0.0019, "step": 560 }, { "epoch": 17.8125, "grad_norm": 0.010946971364319324, "learning_rate": 2.1875e-05, "loss": 0.0019, "step": 570 }, { "epoch": 18.125, "grad_norm": 0.01121476013213396, "learning_rate": 1.8750000000000002e-05, "loss": 0.0019, "step": 580 }, { "epoch": 18.4375, "grad_norm": 0.010572544299066067, "learning_rate": 1.5625e-05, "loss": 0.0019, "step": 590 }, { "epoch": 18.75, "grad_norm": 0.01052548922598362, "learning_rate": 1.25e-05, "loss": 0.0019, "step": 600 }, { "epoch": 18.75, "eval_accuracy": 1.0, "eval_loss": 0.011984586715698242, "eval_runtime": 1.5235, "eval_samples_per_second": 36.758, "eval_steps_per_second": 4.595, "step": 600 }, { "epoch": 19.0625, "grad_norm": 0.011718451976776123, "learning_rate": 9.375000000000001e-06, "loss": 0.0019, "step": 610 }, { "epoch": 19.375, "grad_norm": 0.011368807405233383, "learning_rate": 6.25e-06, "loss": 0.0019, "step": 620 }, { "epoch": 19.6875, "grad_norm": 0.01071301568299532, "learning_rate": 3.125e-06, "loss": 0.0019, "step": 630 }, { "epoch": 20.0, "grad_norm": 0.011912377551198006, "learning_rate": 0.0, "loss": 0.0019, "step": 640 }, { "epoch": 20.0, "step": 640, "total_flos": 7.764766951908557e+17, "train_loss": 0.024429786371183582, "train_runtime": 337.6815, "train_samples_per_second": 29.673, "train_steps_per_second": 1.895 } ], "logging_steps": 10, "max_steps": 640, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 100, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 7.764766951908557e+17, "train_batch_size": 16, "trial_name": null, "trial_params": null }