| { |
| "best_metric": 0.9501333333333334, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0198/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": 0.23999746143817902, |
| "learning_rate": 8.657457896300791e-05, |
| "loss": 0.6155, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.94, |
| "eval_loss": 0.22506198287010193, |
| "eval_runtime": 7.3589, |
| "eval_samples_per_second": 509.586, |
| "eval_steps_per_second": 8.017, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.8430361151695251, |
| "learning_rate": 7.681980515339464e-05, |
| "loss": 0.1237, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9378666666666666, |
| "eval_loss": 0.21327051520347595, |
| "eval_runtime": 6.3207, |
| "eval_samples_per_second": 593.29, |
| "eval_steps_per_second": 9.334, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 23.9361629486084, |
| "learning_rate": 6.222075445642905e-05, |
| "loss": 0.0547, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9413333333333334, |
| "eval_loss": 0.21002015471458435, |
| "eval_runtime": 6.3755, |
| "eval_samples_per_second": 588.189, |
| "eval_steps_per_second": 9.254, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.028115592896938324, |
| "learning_rate": 4.5e-05, |
| "loss": 0.0218, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9416, |
| "eval_loss": 0.22616633772850037, |
| "eval_runtime": 6.6463, |
| "eval_samples_per_second": 564.225, |
| "eval_steps_per_second": 8.877, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 0.007483768276870251, |
| "learning_rate": 2.7779245543570963e-05, |
| "loss": 0.0074, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.9501333333333334, |
| "eval_loss": 0.19911108911037445, |
| "eval_runtime": 6.3808, |
| "eval_samples_per_second": 587.702, |
| "eval_steps_per_second": 9.247, |
| "step": 1665 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 2664, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 8, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 8.2370660311296e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|