| { |
| "best_metric": 0.8704, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0856/checkpoints/checkpoint-2331", |
| "epoch": 7.0, |
| "eval_steps": 500, |
| "global_step": 2331, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 93.2320556640625, |
| "learning_rate": 3e-05, |
| "loss": 3.8184, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.464, |
| "eval_loss": 3.602182626724243, |
| "eval_runtime": 13.4362, |
| "eval_samples_per_second": 279.097, |
| "eval_steps_per_second": 4.391, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 180.6476593017578, |
| "learning_rate": 3e-05, |
| "loss": 2.8625, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.6544, |
| "eval_loss": 1.8298394680023193, |
| "eval_runtime": 13.4313, |
| "eval_samples_per_second": 279.198, |
| "eval_steps_per_second": 4.393, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 73.93403625488281, |
| "learning_rate": 3e-05, |
| "loss": 1.2486, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7832, |
| "eval_loss": 0.8473197221755981, |
| "eval_runtime": 13.4089, |
| "eval_samples_per_second": 279.666, |
| "eval_steps_per_second": 4.4, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 105.59098052978516, |
| "learning_rate": 3e-05, |
| "loss": 0.7268, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8282666666666667, |
| "eval_loss": 0.6124317646026611, |
| "eval_runtime": 12.9972, |
| "eval_samples_per_second": 288.524, |
| "eval_steps_per_second": 4.539, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 175.02346801757812, |
| "learning_rate": 3e-05, |
| "loss": 0.5379, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8498666666666667, |
| "eval_loss": 0.5061413645744324, |
| "eval_runtime": 13.4496, |
| "eval_samples_per_second": 278.819, |
| "eval_steps_per_second": 4.387, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 172.64422607421875, |
| "learning_rate": 3e-05, |
| "loss": 0.4206, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8624, |
| "eval_loss": 0.4536849558353424, |
| "eval_runtime": 13.6057, |
| "eval_samples_per_second": 275.621, |
| "eval_steps_per_second": 4.336, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 191.81631469726562, |
| "learning_rate": 3e-05, |
| "loss": 0.3525, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8704, |
| "eval_loss": 0.42753100395202637, |
| "eval_runtime": 13.3798, |
| "eval_samples_per_second": 280.274, |
| "eval_steps_per_second": 4.41, |
| "step": 2331 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 2331, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 7, |
| "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": 5.7235004676864e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|