{ "best_metric": 0.44293333333333335, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0216/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": 20.89984893798828, "learning_rate": 0.0003, "loss": 3.3031, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.23946666666666666, "eval_loss": 2.95447039604187, "eval_runtime": 6.8257, "eval_samples_per_second": 549.393, "eval_steps_per_second": 8.644, "step": 333 }, { "epoch": 2.0, "grad_norm": 24.805265426635742, "learning_rate": 0.0003, "loss": 2.7381, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.28613333333333335, "eval_loss": 2.6918601989746094, "eval_runtime": 6.6789, "eval_samples_per_second": 561.467, "eval_steps_per_second": 8.834, "step": 666 }, { "epoch": 3.0, "grad_norm": 21.222753524780273, "learning_rate": 0.0003, "loss": 2.4726, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.32986666666666664, "eval_loss": 2.4872984886169434, "eval_runtime": 6.6943, "eval_samples_per_second": 560.182, "eval_steps_per_second": 8.814, "step": 999 }, { "epoch": 4.0, "grad_norm": 25.330617904663086, "learning_rate": 0.0003, "loss": 2.2655, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.36506666666666665, "eval_loss": 2.3660078048706055, "eval_runtime": 6.852, "eval_samples_per_second": 547.286, "eval_steps_per_second": 8.611, "step": 1332 }, { "epoch": 5.0, "grad_norm": 21.920289993286133, "learning_rate": 0.0003, "loss": 2.0679, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.3896, "eval_loss": 2.2779324054718018, "eval_runtime": 6.7632, "eval_samples_per_second": 554.474, "eval_steps_per_second": 8.724, "step": 1665 }, { "epoch": 6.0, "grad_norm": 24.18760871887207, "learning_rate": 0.0003, "loss": 1.894, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.41333333333333333, "eval_loss": 2.2070207595825195, "eval_runtime": 7.3001, "eval_samples_per_second": 513.694, "eval_steps_per_second": 8.082, "step": 1998 }, { "epoch": 7.0, "grad_norm": Infinity, "learning_rate": 0.0003, "loss": 1.7273, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.4256, "eval_loss": 2.123703718185425, "eval_runtime": 7.4332, "eval_samples_per_second": 504.495, "eval_steps_per_second": 7.937, "step": 2331 }, { "epoch": 8.0, "grad_norm": 35.57888412475586, "learning_rate": 0.0003, "loss": 1.5629, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.44293333333333335, "eval_loss": 2.101738691329956, "eval_runtime": 6.9798, "eval_samples_per_second": 537.265, "eval_steps_per_second": 8.453, "step": 2664 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }