{ "best_metric": 0.896, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0801/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": Infinity, "learning_rate": 8.730227815298347e-05, "loss": 1.5101, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8104, "eval_loss": 0.7066605687141418, "eval_runtime": 7.2235, "eval_samples_per_second": 519.142, "eval_steps_per_second": 8.168, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 7.953256608588366e-05, "loss": 0.4515, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8421333333333333, "eval_loss": 0.5405563712120056, "eval_runtime": 6.6037, "eval_samples_per_second": 567.865, "eval_steps_per_second": 8.934, "step": 666 }, { "epoch": 3.0, "grad_norm": 80.70404815673828, "learning_rate": 6.758165316736547e-05, "loss": 0.2303, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8610666666666666, "eval_loss": 0.47567427158355713, "eval_runtime": 6.6163, "eval_samples_per_second": 566.779, "eval_steps_per_second": 8.917, "step": 999 }, { "epoch": 4.0, "grad_norm": 6.574110984802246, "learning_rate": 5.2907059607156464e-05, "loss": 0.1108, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8741333333333333, "eval_loss": 0.4540869891643524, "eval_runtime": 6.7226, "eval_samples_per_second": 557.819, "eval_steps_per_second": 8.776, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.11755507439374924, "learning_rate": 3.727875796255304e-05, "loss": 0.05, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8762666666666666, "eval_loss": 0.4773838520050049, "eval_runtime": 6.6412, "eval_samples_per_second": 564.657, "eval_steps_per_second": 8.884, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.1838432401418686, "learning_rate": 2.258175206106183e-05, "loss": 0.0176, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8853333333333333, "eval_loss": 0.4518565237522125, "eval_runtime": 7.3627, "eval_samples_per_second": 509.321, "eval_steps_per_second": 8.013, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.07572843134403229, "learning_rate": 1.0588717719108745e-05, "loss": 0.0048, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8941333333333333, "eval_loss": 0.4358372986316681, "eval_runtime": 6.6675, "eval_samples_per_second": 562.43, "eval_steps_per_second": 8.849, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.03222636133432388, "learning_rate": 2.7461918766693875e-06, "loss": 0.0025, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.896, "eval_loss": 0.43342873454093933, "eval_runtime": 6.6065, "eval_samples_per_second": 567.624, "eval_steps_per_second": 8.931, "step": 2664 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }