| { |
| "best_metric": 0.9037333333333334, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0365/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": 52.876800537109375, |
| "learning_rate": 0.00047524221697560476, |
| "loss": 1.2342, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8386666666666667, |
| "eval_loss": 0.5541044473648071, |
| "eval_runtime": 7.7572, |
| "eval_samples_per_second": 483.421, |
| "eval_steps_per_second": 7.606, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 32.929443359375, |
| "learning_rate": 0.0004058724504646834, |
| "loss": 0.406, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8704, |
| "eval_loss": 0.4278021454811096, |
| "eval_runtime": 7.7302, |
| "eval_samples_per_second": 485.107, |
| "eval_steps_per_second": 7.632, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 21.35298728942871, |
| "learning_rate": 0.0003056302334890786, |
| "loss": 0.2103, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8872, |
| "eval_loss": 0.3988263010978699, |
| "eval_runtime": 7.7185, |
| "eval_samples_per_second": 485.845, |
| "eval_steps_per_second": 7.644, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 27.241439819335938, |
| "learning_rate": 0.00019436976651092142, |
| "loss": 0.0997, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8954666666666666, |
| "eval_loss": 0.4089593291282654, |
| "eval_runtime": 7.7412, |
| "eval_samples_per_second": 484.421, |
| "eval_steps_per_second": 7.622, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 74.49508666992188, |
| "learning_rate": 9.412754953531663e-05, |
| "loss": 0.0509, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.9005333333333333, |
| "eval_loss": 0.38281920552253723, |
| "eval_runtime": 8.1072, |
| "eval_samples_per_second": 462.553, |
| "eval_steps_per_second": 7.277, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 21.206335067749023, |
| "learning_rate": 2.4757783024395242e-05, |
| "loss": 0.0222, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.9034666666666666, |
| "eval_loss": 0.3864777386188507, |
| "eval_runtime": 7.6781, |
| "eval_samples_per_second": 488.402, |
| "eval_steps_per_second": 7.684, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 29.021636962890625, |
| "learning_rate": 0.0, |
| "loss": 0.0147, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.9037333333333334, |
| "eval_loss": 0.38812726736068726, |
| "eval_runtime": 8.4339, |
| "eval_samples_per_second": 444.633, |
| "eval_steps_per_second": 6.996, |
| "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 |
| } |
|
|
