| { |
| "best_metric": 0.8570666666666666, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0305/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": 131.26731872558594, |
| "learning_rate": 3e-05, |
| "loss": 3.8445, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.4224, |
| "eval_loss": 3.694094181060791, |
| "eval_runtime": 8.1415, |
| "eval_samples_per_second": 460.605, |
| "eval_steps_per_second": 7.247, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 82.4087142944336, |
| "learning_rate": 3e-05, |
| "loss": 2.9885, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.6264, |
| "eval_loss": 2.1510961055755615, |
| "eval_runtime": 8.0969, |
| "eval_samples_per_second": 463.138, |
| "eval_steps_per_second": 7.287, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 241.3684844970703, |
| "learning_rate": 3e-05, |
| "loss": 1.3093, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7848, |
| "eval_loss": 0.8788554668426514, |
| "eval_runtime": 8.0405, |
| "eval_samples_per_second": 466.388, |
| "eval_steps_per_second": 7.338, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 184.693115234375, |
| "learning_rate": 3e-05, |
| "loss": 0.6916, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8288, |
| "eval_loss": 0.5998766422271729, |
| "eval_runtime": 8.1273, |
| "eval_samples_per_second": 461.409, |
| "eval_steps_per_second": 7.259, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 346.4747314453125, |
| "learning_rate": 3e-05, |
| "loss": 0.4846, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8570666666666666, |
| "eval_loss": 0.5146359801292419, |
| "eval_runtime": 8.03, |
| "eval_samples_per_second": 466.997, |
| "eval_steps_per_second": 7.347, |
| "step": 1665 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 1665, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 5, |
| "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": 4.088214619776e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|