{ "best_metric": 0.9501333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0198/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": 0.23999746143817902, "learning_rate": 8.657457896300791e-05, "loss": 0.6155, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.94, "eval_loss": 0.22506198287010193, "eval_runtime": 7.3589, "eval_samples_per_second": 509.586, "eval_steps_per_second": 8.017, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.8430361151695251, "learning_rate": 7.681980515339464e-05, "loss": 0.1237, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9378666666666666, "eval_loss": 0.21327051520347595, "eval_runtime": 6.3207, "eval_samples_per_second": 593.29, "eval_steps_per_second": 9.334, "step": 666 }, { "epoch": 3.0, "grad_norm": 23.9361629486084, "learning_rate": 6.222075445642905e-05, "loss": 0.0547, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9413333333333334, "eval_loss": 0.21002015471458435, "eval_runtime": 6.3755, "eval_samples_per_second": 588.189, "eval_steps_per_second": 9.254, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.028115592896938324, "learning_rate": 4.5e-05, "loss": 0.0218, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9416, "eval_loss": 0.22616633772850037, "eval_runtime": 6.6463, "eval_samples_per_second": 564.225, "eval_steps_per_second": 8.877, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.007483768276870251, "learning_rate": 2.7779245543570963e-05, "loss": 0.0074, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9501333333333334, "eval_loss": 0.19911108911037445, "eval_runtime": 6.3808, "eval_samples_per_second": 587.702, "eval_steps_per_second": 9.247, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }