{ "best_metric": 0.9237333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0345/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": 2.8013902315014018e-05, "loss": 0.7779, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8736, "eval_loss": 0.3935932219028473, "eval_runtime": 12.0657, "eval_samples_per_second": 310.799, "eval_steps_per_second": 4.89, "step": 333 }, { "epoch": 2.0, "grad_norm": 6.693190097808838, "learning_rate": 2.2540814184580827e-05, "loss": 0.1517, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9085333333333333, "eval_loss": 0.3162733018398285, "eval_runtime": 12.0858, "eval_samples_per_second": 310.282, "eval_steps_per_second": 4.882, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.02267720364034176, "learning_rate": 1.5047170983116048e-05, "loss": 0.0452, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9077333333333333, "eval_loss": 0.3270476460456848, "eval_runtime": 11.9833, "eval_samples_per_second": 312.934, "eval_steps_per_second": 4.923, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.13439179956912994, "learning_rate": 7.5408883548191384e-06, "loss": 0.012, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9202666666666667, "eval_loss": 0.29472681879997253, "eval_runtime": 12.7675, "eval_samples_per_second": 293.714, "eval_steps_per_second": 4.621, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.002614903962239623, "learning_rate": 2.0332686681020267e-06, "loss": 0.0017, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9210666666666667, "eval_loss": 0.2955109775066376, "eval_runtime": 12.0139, "eval_samples_per_second": 312.139, "eval_steps_per_second": 4.911, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.0024122116155922413, "learning_rate": 7.417023831113313e-11, "loss": 0.0005, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9237333333333333, "eval_loss": 0.2938252091407776, "eval_runtime": 12.465, "eval_samples_per_second": 300.843, "eval_steps_per_second": 4.733, "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 }