| { |
| "best_metric": 0.8776, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0203/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": 62.63008117675781, |
| "learning_rate": 5e-05, |
| "loss": 3.6795, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.4437333333333333, |
| "eval_loss": 3.111616849899292, |
| "eval_runtime": 14.1428, |
| "eval_samples_per_second": 265.153, |
| "eval_steps_per_second": 4.172, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 186.1746826171875, |
| "learning_rate": 5e-05, |
| "loss": 1.865, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7218666666666667, |
| "eval_loss": 1.1138335466384888, |
| "eval_runtime": 13.4416, |
| "eval_samples_per_second": 278.985, |
| "eval_steps_per_second": 4.389, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 86.97637176513672, |
| "learning_rate": 5e-05, |
| "loss": 0.8874, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8192, |
| "eval_loss": 0.6838088631629944, |
| "eval_runtime": 13.5916, |
| "eval_samples_per_second": 275.905, |
| "eval_steps_per_second": 4.341, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 282.0440979003906, |
| "learning_rate": 5e-05, |
| "loss": 0.6109, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8448, |
| "eval_loss": 0.5649511814117432, |
| "eval_runtime": 13.5247, |
| "eval_samples_per_second": 277.27, |
| "eval_steps_per_second": 4.362, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 102.1645736694336, |
| "learning_rate": 5e-05, |
| "loss": 0.4833, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8666666666666667, |
| "eval_loss": 0.47892311215400696, |
| "eval_runtime": 13.6121, |
| "eval_samples_per_second": 275.489, |
| "eval_steps_per_second": 4.334, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 68.2385482788086, |
| "learning_rate": 5e-05, |
| "loss": 0.3958, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.872, |
| "eval_loss": 0.46053510904312134, |
| "eval_runtime": 13.6191, |
| "eval_samples_per_second": 275.348, |
| "eval_steps_per_second": 4.332, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 107.06715393066406, |
| "learning_rate": 5e-05, |
| "loss": 0.3363, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8776, |
| "eval_loss": 0.42865774035453796, |
| "eval_runtime": 13.3986, |
| "eval_samples_per_second": 279.879, |
| "eval_steps_per_second": 4.403, |
| "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 |
| } |
|
|