Model-J__ResNet__model_idx_0640 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
707fea0 verified
{
"best_metric": 0.8738666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0640/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": 72.57778930664062,
"learning_rate": 0.0003,
"loss": 1.6042,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8186666666666667,
"eval_loss": 0.5739161968231201,
"eval_runtime": 13.4026,
"eval_samples_per_second": 279.797,
"eval_steps_per_second": 4.402,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 37.350975036621094,
"learning_rate": 0.0003,
"loss": 0.4836,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8549333333333333,
"eval_loss": 0.4674868583679199,
"eval_runtime": 13.269,
"eval_samples_per_second": 282.613,
"eval_steps_per_second": 4.446,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 146.84283447265625,
"learning_rate": 0.0003,
"loss": 0.3044,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8677333333333334,
"eval_loss": 0.42595699429512024,
"eval_runtime": 13.1437,
"eval_samples_per_second": 285.308,
"eval_steps_per_second": 4.489,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 112.85053253173828,
"learning_rate": 0.0003,
"loss": 0.209,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8677333333333334,
"eval_loss": 0.4385715425014496,
"eval_runtime": 13.2748,
"eval_samples_per_second": 282.491,
"eval_steps_per_second": 4.445,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 29.00667953491211,
"learning_rate": 0.0003,
"loss": 0.1641,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8661333333333333,
"eval_loss": 0.4884811341762543,
"eval_runtime": 13.2859,
"eval_samples_per_second": 282.253,
"eval_steps_per_second": 4.441,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 68.09761810302734,
"learning_rate": 0.0003,
"loss": 0.1272,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8738666666666667,
"eval_loss": 0.49524205923080444,
"eval_runtime": 13.1929,
"eval_samples_per_second": 284.243,
"eval_steps_per_second": 4.472,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 1998,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 4.9058575437312e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}