{ "best_metric": 0.8082666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0434/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": 0.0003, "loss": 1.697, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7136, "eval_loss": 0.9402545690536499, "eval_runtime": 6.615, "eval_samples_per_second": 566.892, "eval_steps_per_second": 8.919, "step": 333 }, { "epoch": 2.0, "grad_norm": 7.779387474060059, "learning_rate": 0.0003, "loss": 0.6648, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7653333333333333, "eval_loss": 0.7926506400108337, "eval_runtime": 6.7185, "eval_samples_per_second": 558.162, "eval_steps_per_second": 8.782, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 0.0003, "loss": 0.4267, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.7802666666666667, "eval_loss": 0.727263867855072, "eval_runtime": 6.5782, "eval_samples_per_second": 570.067, "eval_steps_per_second": 8.969, "step": 999 }, { "epoch": 4.0, "grad_norm": 1.959943175315857, "learning_rate": 0.0003, "loss": 0.292, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7813333333333333, "eval_loss": 0.7427392601966858, "eval_runtime": 6.483, "eval_samples_per_second": 578.432, "eval_steps_per_second": 9.101, "step": 1332 }, { "epoch": 5.0, "grad_norm": 2.834916591644287, "learning_rate": 0.0003, "loss": 0.2181, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.792, "eval_loss": 0.7447192668914795, "eval_runtime": 6.9565, "eval_samples_per_second": 539.061, "eval_steps_per_second": 8.481, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.1746765375137329, "learning_rate": 0.0003, "loss": 0.1791, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.7856, "eval_loss": 0.828454315662384, "eval_runtime": 6.9675, "eval_samples_per_second": 538.213, "eval_steps_per_second": 8.468, "step": 1998 }, { "epoch": 7.0, "grad_norm": 24.440576553344727, "learning_rate": 0.0003, "loss": 0.1512, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.7872, "eval_loss": 0.865959644317627, "eval_runtime": 6.9947, "eval_samples_per_second": 536.121, "eval_steps_per_second": 8.435, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.09884683787822723, "learning_rate": 0.0003, "loss": 0.1289, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.7896, "eval_loss": 0.8322427272796631, "eval_runtime": 6.3758, "eval_samples_per_second": 588.165, "eval_steps_per_second": 9.254, "step": 2664 }, { "epoch": 9.0, "grad_norm": 11.620436668395996, "learning_rate": 0.0003, "loss": 0.1196, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.8082666666666667, "eval_loss": 0.7741094827651978, "eval_runtime": 6.5814, "eval_samples_per_second": 569.786, "eval_steps_per_second": 8.965, "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 }