{ "best_metric": 0.9157333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0778/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "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": 7.509009009009009e-05, "loss": 0.9538, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8248, "eval_loss": 0.5520809888839722, "eval_runtime": 11.4431, "eval_samples_per_second": 327.709, "eval_steps_per_second": 5.156, "step": 333 }, { "epoch": 2.0, "grad_norm": 5.255496025085449, "learning_rate": 6.00900900900901e-05, "loss": 0.3071, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8538666666666667, "eval_loss": 0.49438515305519104, "eval_runtime": 11.8397, "eval_samples_per_second": 316.731, "eval_steps_per_second": 4.983, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 4.513513513513514e-05, "loss": 0.1478, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8728, "eval_loss": 0.4650971293449402, "eval_runtime": 10.9504, "eval_samples_per_second": 342.452, "eval_steps_per_second": 5.388, "step": 999 }, { "epoch": 4.0, "grad_norm": 2.596989393234253, "learning_rate": 3.0135135135135136e-05, "loss": 0.0643, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8792, "eval_loss": 0.43012017011642456, "eval_runtime": 11.069, "eval_samples_per_second": 338.783, "eval_steps_per_second": 5.33, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.11423083394765854, "learning_rate": 1.5135135135135138e-05, "loss": 0.0237, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9029333333333334, "eval_loss": 0.38002917170524597, "eval_runtime": 11.2951, "eval_samples_per_second": 332.002, "eval_steps_per_second": 5.224, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.0006340981926769018, "learning_rate": 1.3513513513513515e-07, "loss": 0.0054, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9157333333333333, "eval_loss": 0.3430783450603485, "eval_runtime": 12.5167, "eval_samples_per_second": 299.601, "eval_steps_per_second": 4.714, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }