{ "best_metric": 0.9082666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0244/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": 1.6641900539398193, "learning_rate": 3e-05, "loss": 0.7567, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8877333333333334, "eval_loss": 0.3570614159107208, "eval_runtime": 5.7807, "eval_samples_per_second": 648.707, "eval_steps_per_second": 10.206, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 3e-05, "loss": 0.1638, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9005333333333333, "eval_loss": 0.34019163250923157, "eval_runtime": 7.9194, "eval_samples_per_second": 473.518, "eval_steps_per_second": 7.45, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.9905290007591248, "learning_rate": 3e-05, "loss": 0.0663, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9037333333333334, "eval_loss": 0.3687500059604645, "eval_runtime": 7.0405, "eval_samples_per_second": 532.634, "eval_steps_per_second": 8.38, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.15115317702293396, "learning_rate": 3e-05, "loss": 0.0407, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8930666666666667, "eval_loss": 0.4446985721588135, "eval_runtime": 5.8263, "eval_samples_per_second": 643.631, "eval_steps_per_second": 10.126, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.3764224052429199, "learning_rate": 3e-05, "loss": 0.031, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9082666666666667, "eval_loss": 0.3889778256416321, "eval_runtime": 6.2672, "eval_samples_per_second": 598.355, "eval_steps_per_second": 9.414, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }