{ "best_metric": 0.10813982784748077, "best_model_checkpoint": "/home/projects/Project - Fundus Photo Glaucoma Detection (AI)//model_results/vit-base-gpu/checkpoint-200", "epoch": 5.0, "eval_steps": 100, "global_step": 285, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.17543859649122806, "grad_norm": 1.040771245956421, "learning_rate": 9.649122807017545e-06, "loss": 0.6273, "step": 10 }, { "epoch": 0.3508771929824561, "grad_norm": 2.329632520675659, "learning_rate": 9.298245614035088e-06, "loss": 0.5016, "step": 20 }, { "epoch": 0.5263157894736842, "grad_norm": 1.6268341541290283, "learning_rate": 8.947368421052632e-06, "loss": 0.3763, "step": 30 }, { "epoch": 0.7017543859649122, "grad_norm": 2.5890719890594482, "learning_rate": 8.596491228070176e-06, "loss": 0.2924, "step": 40 }, { "epoch": 0.8771929824561403, "grad_norm": 0.7261876463890076, "learning_rate": 8.24561403508772e-06, "loss": 0.2481, "step": 50 }, { "epoch": 1.0526315789473684, "grad_norm": 0.8194475769996643, "learning_rate": 7.894736842105265e-06, "loss": 0.1682, "step": 60 }, { "epoch": 1.2280701754385965, "grad_norm": 0.5261658430099487, "learning_rate": 7.5438596491228074e-06, "loss": 0.1543, "step": 70 }, { "epoch": 1.4035087719298245, "grad_norm": 0.5462292432785034, "learning_rate": 7.192982456140352e-06, "loss": 0.1492, "step": 80 }, { "epoch": 1.5789473684210527, "grad_norm": 0.6172283887863159, "learning_rate": 6.842105263157896e-06, "loss": 0.1214, "step": 90 }, { "epoch": 1.7543859649122808, "grad_norm": 0.48490244150161743, "learning_rate": 6.491228070175439e-06, "loss": 0.1209, "step": 100 }, { "epoch": 1.7543859649122808, "eval_loss": 0.15530365705490112, "eval_runtime": 24.2994, "eval_samples_per_second": 9.342, "eval_steps_per_second": 0.329, "step": 100 }, { "epoch": 1.9298245614035088, "grad_norm": 6.183306694030762, "learning_rate": 6.140350877192983e-06, "loss": 0.1262, "step": 110 }, { "epoch": 2.1052631578947367, "grad_norm": 0.6162407994270325, "learning_rate": 5.789473684210527e-06, "loss": 0.1122, "step": 120 }, { "epoch": 2.280701754385965, "grad_norm": 0.4731535315513611, "learning_rate": 5.438596491228071e-06, "loss": 0.1169, "step": 130 }, { "epoch": 2.456140350877193, "grad_norm": 0.3595629334449768, "learning_rate": 5.087719298245615e-06, "loss": 0.0814, "step": 140 }, { "epoch": 2.6315789473684212, "grad_norm": 0.3399164080619812, "learning_rate": 4.736842105263158e-06, "loss": 0.0914, "step": 150 }, { "epoch": 2.807017543859649, "grad_norm": 2.8990585803985596, "learning_rate": 4.385964912280702e-06, "loss": 0.0856, "step": 160 }, { "epoch": 2.982456140350877, "grad_norm": 5.240866184234619, "learning_rate": 4.035087719298246e-06, "loss": 0.0874, "step": 170 }, { "epoch": 3.1578947368421053, "grad_norm": 0.3441706597805023, "learning_rate": 3.6842105263157896e-06, "loss": 0.0895, "step": 180 }, { "epoch": 3.3333333333333335, "grad_norm": 0.3535279631614685, "learning_rate": 3.3333333333333333e-06, "loss": 0.0881, "step": 190 }, { "epoch": 3.5087719298245617, "grad_norm": 0.6653788685798645, "learning_rate": 2.9824561403508774e-06, "loss": 0.0911, "step": 200 }, { "epoch": 3.5087719298245617, "eval_loss": 0.10813982784748077, "eval_runtime": 29.8414, "eval_samples_per_second": 7.607, "eval_steps_per_second": 0.268, "step": 200 }, { "epoch": 3.6842105263157894, "grad_norm": 0.271210640668869, "learning_rate": 2.631578947368421e-06, "loss": 0.1006, "step": 210 }, { "epoch": 3.8596491228070176, "grad_norm": 0.35550448298454285, "learning_rate": 2.280701754385965e-06, "loss": 0.0703, "step": 220 }, { "epoch": 4.035087719298246, "grad_norm": 0.5986644625663757, "learning_rate": 1.929824561403509e-06, "loss": 0.1125, "step": 230 }, { "epoch": 4.2105263157894735, "grad_norm": 0.29196077585220337, "learning_rate": 1.5789473684210526e-06, "loss": 0.076, "step": 240 }, { "epoch": 4.385964912280702, "grad_norm": 0.2573108673095703, "learning_rate": 1.2280701754385965e-06, "loss": 0.0574, "step": 250 }, { "epoch": 4.56140350877193, "grad_norm": 0.2528444230556488, "learning_rate": 8.771929824561404e-07, "loss": 0.0565, "step": 260 }, { "epoch": 4.7368421052631575, "grad_norm": 0.25505849719047546, "learning_rate": 5.263157894736843e-07, "loss": 0.0498, "step": 270 }, { "epoch": 4.912280701754386, "grad_norm": 0.541071891784668, "learning_rate": 1.7543859649122808e-07, "loss": 0.0945, "step": 280 }, { "epoch": 5.0, "step": 285, "total_flos": 7.020774259082035e+17, "train_loss": 0.15416914590618067, "train_runtime": 2897.051, "train_samples_per_second": 3.148, "train_steps_per_second": 0.098 } ], "logging_steps": 10, "max_steps": 285, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 7.020774259082035e+17, "train_batch_size": 32, "trial_name": null, "trial_params": null }