| { | |
| "best_metric": 0.8944, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0704/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": 258.3254699707031, | |
| "learning_rate": 0.0001, | |
| "loss": 2.7097, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7370666666666666, | |
| "eval_loss": 1.037542700767517, | |
| "eval_runtime": 7.4592, | |
| "eval_samples_per_second": 502.738, | |
| "eval_steps_per_second": 7.91, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 98.01445007324219, | |
| "learning_rate": 0.0001, | |
| "loss": 0.7328, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8336, | |
| "eval_loss": 0.5711523294448853, | |
| "eval_runtime": 7.5032, | |
| "eval_samples_per_second": 499.786, | |
| "eval_steps_per_second": 7.863, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 131.39915466308594, | |
| "learning_rate": 0.0001, | |
| "loss": 0.4648, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8664, | |
| "eval_loss": 0.455702006816864, | |
| "eval_runtime": 7.9955, | |
| "eval_samples_per_second": 469.014, | |
| "eval_steps_per_second": 7.379, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 74.53013610839844, | |
| "learning_rate": 0.0001, | |
| "loss": 0.3372, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8741333333333333, | |
| "eval_loss": 0.4340991675853729, | |
| "eval_runtime": 7.4562, | |
| "eval_samples_per_second": 502.935, | |
| "eval_steps_per_second": 7.913, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 62.1510009765625, | |
| "learning_rate": 0.0001, | |
| "loss": 0.2659, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8882666666666666, | |
| "eval_loss": 0.3955594301223755, | |
| "eval_runtime": 7.4439, | |
| "eval_samples_per_second": 503.77, | |
| "eval_steps_per_second": 7.926, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 59.55078125, | |
| "learning_rate": 0.0001, | |
| "loss": 0.2138, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8944, | |
| "eval_loss": 0.3673877716064453, | |
| "eval_runtime": 7.4583, | |
| "eval_samples_per_second": 502.795, | |
| "eval_steps_per_second": 7.911, | |
| "step": 1998 | |
| } | |
| ], | |
| "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": 4.9058575437312e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |