| { | |
| "best_metric": 0.9472, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0165/checkpoints/checkpoint-1998", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1998, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.4717940390110016, | |
| "learning_rate": 8.554359905560886e-05, | |
| "loss": 0.6461, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9210666666666667, | |
| "eval_loss": 0.2762492895126343, | |
| "eval_runtime": 6.4384, | |
| "eval_samples_per_second": 582.439, | |
| "eval_steps_per_second": 9.164, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 6.997109889984131, | |
| "learning_rate": 7.305704108364301e-05, | |
| "loss": 0.1524, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9266666666666666, | |
| "eval_loss": 0.24934349954128265, | |
| "eval_runtime": 6.1073, | |
| "eval_samples_per_second": 614.021, | |
| "eval_steps_per_second": 9.661, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.01924910955131054, | |
| "learning_rate": 5.501344202803415e-05, | |
| "loss": 0.0767, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9344, | |
| "eval_loss": 0.22765670716762543, | |
| "eval_runtime": 6.2573, | |
| "eval_samples_per_second": 599.3, | |
| "eval_steps_per_second": 9.429, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.13940736651420593, | |
| "learning_rate": 3.498655797196586e-05, | |
| "loss": 0.0302, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9376, | |
| "eval_loss": 0.23347268998622894, | |
| "eval_runtime": 6.1939, | |
| "eval_samples_per_second": 605.433, | |
| "eval_steps_per_second": 9.525, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.08895561844110489, | |
| "learning_rate": 1.6942958916356995e-05, | |
| "loss": 0.0112, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9450666666666667, | |
| "eval_loss": 0.2221943736076355, | |
| "eval_runtime": 6.2197, | |
| "eval_samples_per_second": 602.921, | |
| "eval_steps_per_second": 9.486, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.4165811538696289, | |
| "learning_rate": 4.456400944391144e-06, | |
| "loss": 0.0052, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9472, | |
| "eval_loss": 0.20522350072860718, | |
| "eval_runtime": 6.2615, | |
| "eval_samples_per_second": 598.903, | |
| "eval_steps_per_second": 9.423, | |
| "step": 1998 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 9.88447923735552e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |