| { |
| "best_metric": 0.8504, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0070/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": 171.94830322265625, |
| "learning_rate": 5e-05, |
| "loss": 3.6395, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.4928, |
| "eval_loss": 2.9956977367401123, |
| "eval_runtime": 13.5713, |
| "eval_samples_per_second": 276.319, |
| "eval_steps_per_second": 4.347, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 129.51856994628906, |
| "learning_rate": 5e-05, |
| "loss": 1.6623, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7544, |
| "eval_loss": 0.9169057011604309, |
| "eval_runtime": 13.2249, |
| "eval_samples_per_second": 283.556, |
| "eval_steps_per_second": 4.461, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 102.16647338867188, |
| "learning_rate": 5e-05, |
| "loss": 0.7645, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8149333333333333, |
| "eval_loss": 0.6371418237686157, |
| "eval_runtime": 12.9856, |
| "eval_samples_per_second": 288.782, |
| "eval_steps_per_second": 4.543, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 188.4789276123047, |
| "learning_rate": 5e-05, |
| "loss": 0.56, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8304, |
| "eval_loss": 0.5535508990287781, |
| "eval_runtime": 13.2174, |
| "eval_samples_per_second": 283.717, |
| "eval_steps_per_second": 4.464, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 79.81751251220703, |
| "learning_rate": 5e-05, |
| "loss": 0.4461, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8504, |
| "eval_loss": 0.4851263463497162, |
| "eval_runtime": 12.968, |
| "eval_samples_per_second": 289.173, |
| "eval_steps_per_second": 4.55, |
| "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 |
| } |
|
|