Model-J__ResNet__model_idx_0990 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
75594ce verified
{
"best_metric": 0.8978666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0990/checkpoints/checkpoint-1332",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1332,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 49.76169967651367,
"learning_rate": 0.0002713525491562421,
"loss": 1.6502,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8256,
"eval_loss": 0.5836127400398254,
"eval_runtime": 8.4529,
"eval_samples_per_second": 443.634,
"eval_steps_per_second": 6.98,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 82.36568450927734,
"learning_rate": 0.0001963525491562421,
"loss": 0.4765,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8602666666666666,
"eval_loss": 0.44638821482658386,
"eval_runtime": 8.4363,
"eval_samples_per_second": 444.506,
"eval_steps_per_second": 6.994,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 37.204444885253906,
"learning_rate": 0.0001036474508437579,
"loss": 0.2889,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8866666666666667,
"eval_loss": 0.36947357654571533,
"eval_runtime": 8.4102,
"eval_samples_per_second": 445.888,
"eval_steps_per_second": 7.015,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 38.398014068603516,
"learning_rate": 2.8647450843757897e-05,
"loss": 0.1797,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8978666666666667,
"eval_loss": 0.3559515178203583,
"eval_runtime": 8.3912,
"eval_samples_per_second": 446.898,
"eval_steps_per_second": 7.031,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 3.2705716958208e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}