{ "best_metric": 0.5298666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0500/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "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": 0.0005, "loss": 3.2565, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.20613333333333334, "eval_loss": 2.939532518386841, "eval_runtime": 12.1432, "eval_samples_per_second": 308.815, "eval_steps_per_second": 4.859, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.0005, "loss": 2.674, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.3218666666666667, "eval_loss": 2.506107807159424, "eval_runtime": 12.2383, "eval_samples_per_second": 306.415, "eval_steps_per_second": 4.821, "step": 666 }, { "epoch": 3.0, "grad_norm": 8.53410816192627, "learning_rate": 0.0005, "loss": 2.2594, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.3586666666666667, "eval_loss": 2.3375556468963623, "eval_runtime": 12.0955, "eval_samples_per_second": 310.033, "eval_steps_per_second": 4.878, "step": 999 }, { "epoch": 4.0, "grad_norm": 12.522454261779785, "learning_rate": 0.0005, "loss": 1.9483, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.43733333333333335, "eval_loss": 2.031986713409424, "eval_runtime": 11.8594, "eval_samples_per_second": 316.206, "eval_steps_per_second": 4.975, "step": 1332 }, { "epoch": 5.0, "grad_norm": Infinity, "learning_rate": 0.0005, "loss": 1.6697, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.48346666666666666, "eval_loss": 1.8123379945755005, "eval_runtime": 12.1646, "eval_samples_per_second": 308.271, "eval_steps_per_second": 4.85, "step": 1665 }, { "epoch": 6.0, "grad_norm": 20.4299259185791, "learning_rate": 0.0005, "loss": 1.4148, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.4901333333333333, "eval_loss": 1.8386976718902588, "eval_runtime": 12.0838, "eval_samples_per_second": 310.332, "eval_steps_per_second": 4.883, "step": 1998 }, { "epoch": 7.0, "grad_norm": 20.94927406311035, "learning_rate": 0.0005, "loss": 1.1505, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.508, "eval_loss": 1.8421908617019653, "eval_runtime": 11.9992, "eval_samples_per_second": 312.521, "eval_steps_per_second": 4.917, "step": 2331 }, { "epoch": 8.0, "grad_norm": 15.200113296508789, "learning_rate": 0.0005, "loss": 0.8885, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.5061333333333333, "eval_loss": 1.8651669025421143, "eval_runtime": 12.2064, "eval_samples_per_second": 307.215, "eval_steps_per_second": 4.834, "step": 2664 }, { "epoch": 9.0, "grad_norm": 24.23003578186035, "learning_rate": 0.0005, "loss": 0.6529, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.5298666666666667, "eval_loss": 1.932701587677002, "eval_runtime": 12.2412, "eval_samples_per_second": 306.341, "eval_steps_per_second": 4.82, "step": 2997 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 1.482671885603328e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }