| { | |
| "best_metric": 0.8914666666666666, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0220/checkpoints/checkpoint-2664", | |
| "epoch": 8.0, | |
| "eval_steps": 500, | |
| "global_step": 2664, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 144.86192321777344, | |
| "learning_rate": 6.222222222222222e-05, | |
| "loss": 3.3321, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6632, | |
| "eval_loss": 1.9351942539215088, | |
| "eval_runtime": 7.3342, | |
| "eval_samples_per_second": 511.3, | |
| "eval_steps_per_second": 8.044, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 240.2034454345703, | |
| "learning_rate": 5.444444444444444e-05, | |
| "loss": 1.0365, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8224, | |
| "eval_loss": 0.6331597566604614, | |
| "eval_runtime": 7.2668, | |
| "eval_samples_per_second": 516.044, | |
| "eval_steps_per_second": 8.119, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 120.08686065673828, | |
| "learning_rate": 4.666666666666666e-05, | |
| "loss": 0.5366, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8616, | |
| "eval_loss": 0.45949846506118774, | |
| "eval_runtime": 7.6892, | |
| "eval_samples_per_second": 487.695, | |
| "eval_steps_per_second": 7.673, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 118.92008209228516, | |
| "learning_rate": 3.8888888888888884e-05, | |
| "loss": 0.3698, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8728, | |
| "eval_loss": 0.4227418899536133, | |
| "eval_runtime": 7.705, | |
| "eval_samples_per_second": 486.695, | |
| "eval_steps_per_second": 7.657, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 73.51454162597656, | |
| "learning_rate": 3.111111111111111e-05, | |
| "loss": 0.2757, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8813333333333333, | |
| "eval_loss": 0.375572144985199, | |
| "eval_runtime": 7.8254, | |
| "eval_samples_per_second": 479.211, | |
| "eval_steps_per_second": 7.54, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 224.3568572998047, | |
| "learning_rate": 2.333333333333333e-05, | |
| "loss": 0.222, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8824, | |
| "eval_loss": 0.3762975335121155, | |
| "eval_runtime": 7.8971, | |
| "eval_samples_per_second": 474.86, | |
| "eval_steps_per_second": 7.471, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 108.19109344482422, | |
| "learning_rate": 1.5555555555555555e-05, | |
| "loss": 0.1803, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8842666666666666, | |
| "eval_loss": 0.37285175919532776, | |
| "eval_runtime": 7.9865, | |
| "eval_samples_per_second": 469.545, | |
| "eval_steps_per_second": 7.388, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 252.81727600097656, | |
| "learning_rate": 7.777777777777777e-06, | |
| "loss": 0.1557, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8914666666666666, | |
| "eval_loss": 0.37149932980537415, | |
| "eval_runtime": 7.8659, | |
| "eval_samples_per_second": 476.739, | |
| "eval_steps_per_second": 7.501, | |
| "step": 2664 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2997, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 9, | |
| "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": 6.5411433916416e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |