Model-J__ResNet__model_idx_0272 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
4602dca verified
{
"best_metric": 0.9042666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0272/checkpoints/checkpoint-1665",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1665,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 52.275943756103516,
"learning_rate": 0.0002851453301853628,
"loss": 1.5115,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8482666666666666,
"eval_loss": 0.5020545721054077,
"eval_runtime": 14.5308,
"eval_samples_per_second": 258.072,
"eval_steps_per_second": 4.06,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 26.45831298828125,
"learning_rate": 0.00024352347027881003,
"loss": 0.4027,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8861333333333333,
"eval_loss": 0.3673299551010132,
"eval_runtime": 14.5741,
"eval_samples_per_second": 257.306,
"eval_steps_per_second": 4.048,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 41.212371826171875,
"learning_rate": 0.00018337814009344714,
"loss": 0.2164,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.892,
"eval_loss": 0.3791162073612213,
"eval_runtime": 14.455,
"eval_samples_per_second": 259.426,
"eval_steps_per_second": 4.082,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 40.18310546875,
"learning_rate": 0.00011662185990655284,
"loss": 0.1064,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9008,
"eval_loss": 0.38382044434547424,
"eval_runtime": 14.4506,
"eval_samples_per_second": 259.504,
"eval_steps_per_second": 4.083,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 83.92516326904297,
"learning_rate": 5.6476529721189974e-05,
"loss": 0.0578,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9042666666666667,
"eval_loss": 0.3794889450073242,
"eval_runtime": 14.3969,
"eval_samples_per_second": 260.473,
"eval_steps_per_second": 4.098,
"step": 1665
}
],
"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": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}