Model-J__ResNet__model_idx_0208 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
ee61f3c verified
{
"best_metric": 0.8714666666666666,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0208/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": 481.89093017578125,
"learning_rate": 8.571428571428571e-05,
"loss": 3.0034,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6834666666666667,
"eval_loss": 1.2740432024002075,
"eval_runtime": 7.4412,
"eval_samples_per_second": 503.948,
"eval_steps_per_second": 7.929,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 46.825584411621094,
"learning_rate": 7.142857142857143e-05,
"loss": 0.8607,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7904,
"eval_loss": 0.6848674416542053,
"eval_runtime": 7.587,
"eval_samples_per_second": 494.265,
"eval_steps_per_second": 7.776,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 95.84591674804688,
"learning_rate": 5.714285714285714e-05,
"loss": 0.5388,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8373333333333334,
"eval_loss": 0.5212387442588806,
"eval_runtime": 7.4367,
"eval_samples_per_second": 504.256,
"eval_steps_per_second": 7.934,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 50.84409713745117,
"learning_rate": 4.2857142857142856e-05,
"loss": 0.4069,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8610666666666666,
"eval_loss": 0.46471261978149414,
"eval_runtime": 7.5806,
"eval_samples_per_second": 494.686,
"eval_steps_per_second": 7.783,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 130.2327117919922,
"learning_rate": 2.857142857142857e-05,
"loss": 0.3413,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8565333333333334,
"eval_loss": 0.4766438901424408,
"eval_runtime": 7.4415,
"eval_samples_per_second": 503.931,
"eval_steps_per_second": 7.929,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 47.79440689086914,
"learning_rate": 1.4285714285714285e-05,
"loss": 0.2873,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8714666666666666,
"eval_loss": 0.42603567242622375,
"eval_runtime": 7.4248,
"eval_samples_per_second": 505.065,
"eval_steps_per_second": 7.946,
"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": 4.9058575437312e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}