{ "best_metric": 0.8405333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0944/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "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": 0.0001, "loss": 0.8839, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8165333333333333, "eval_loss": 0.6082785725593567, "eval_runtime": 12.6222, "eval_samples_per_second": 297.095, "eval_steps_per_second": 4.674, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.0001, "loss": 0.3675, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8365333333333334, "eval_loss": 0.5452620387077332, "eval_runtime": 12.4463, "eval_samples_per_second": 301.296, "eval_steps_per_second": 4.74, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.3448461294174194, "learning_rate": 0.0001, "loss": 0.2389, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8357333333333333, "eval_loss": 0.6131463646888733, "eval_runtime": 12.6087, "eval_samples_per_second": 297.414, "eval_steps_per_second": 4.679, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 0.0001, "loss": 0.1822, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8232, "eval_loss": 0.6882852911949158, "eval_runtime": 12.6392, "eval_samples_per_second": 296.697, "eval_steps_per_second": 4.668, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.2690642774105072, "learning_rate": 0.0001, "loss": 0.1517, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8405333333333334, "eval_loss": 0.6348048448562622, "eval_runtime": 12.6794, "eval_samples_per_second": 295.755, "eval_steps_per_second": 4.653, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }