{ "best_metric": 0.9450666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0205/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": 19.737625122070312, "learning_rate": 5.6e-05, "loss": 0.7316, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9189333333333334, "eval_loss": 0.2691802978515625, "eval_runtime": 7.0113, "eval_samples_per_second": 534.853, "eval_steps_per_second": 8.415, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.2010050117969513, "learning_rate": 4.2e-05, "loss": 0.1377, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9346666666666666, "eval_loss": 0.2110331654548645, "eval_runtime": 7.0815, "eval_samples_per_second": 529.546, "eval_steps_per_second": 8.332, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.113795205950737, "learning_rate": 2.8e-05, "loss": 0.058, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9397333333333333, "eval_loss": 0.21645133197307587, "eval_runtime": 7.2368, "eval_samples_per_second": 518.183, "eval_steps_per_second": 8.153, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.04026426002383232, "learning_rate": 1.4e-05, "loss": 0.0215, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.944, "eval_loss": 0.20488059520721436, "eval_runtime": 6.8917, "eval_samples_per_second": 544.132, "eval_steps_per_second": 8.561, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.049411121755838394, "learning_rate": 0.0, "loss": 0.01, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9450666666666667, "eval_loss": 0.2101563811302185, "eval_runtime": 6.9798, "eval_samples_per_second": 537.264, "eval_steps_per_second": 8.453, "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 }