Model-J__ResNet__model_idx_0368 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
c7220d9 verified
{
"best_metric": 0.8864,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0368/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": 45.798274993896484,
"learning_rate": 0.0002571428571428571,
"loss": 1.7175,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8021333333333334,
"eval_loss": 0.6348996162414551,
"eval_runtime": 7.8505,
"eval_samples_per_second": 477.679,
"eval_steps_per_second": 7.515,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 31.32755470275879,
"learning_rate": 0.00021428571428571427,
"loss": 0.5154,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8549333333333333,
"eval_loss": 0.46765780448913574,
"eval_runtime": 7.8648,
"eval_samples_per_second": 476.808,
"eval_steps_per_second": 7.502,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 39.13698196411133,
"learning_rate": 0.0001714285714285714,
"loss": 0.3228,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8610666666666666,
"eval_loss": 0.4331819415092468,
"eval_runtime": 7.8373,
"eval_samples_per_second": 478.483,
"eval_steps_per_second": 7.528,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 38.57865524291992,
"learning_rate": 0.00012857142857142855,
"loss": 0.2311,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8698666666666667,
"eval_loss": 0.4319781959056854,
"eval_runtime": 7.7574,
"eval_samples_per_second": 483.407,
"eval_steps_per_second": 7.606,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 54.50212860107422,
"learning_rate": 8.57142857142857e-05,
"loss": 0.157,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8784,
"eval_loss": 0.42096880078315735,
"eval_runtime": 7.7701,
"eval_samples_per_second": 482.619,
"eval_steps_per_second": 7.593,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 31.427003860473633,
"learning_rate": 4.285714285714285e-05,
"loss": 0.1156,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8864,
"eval_loss": 0.39330121874809265,
"eval_runtime": 7.8299,
"eval_samples_per_second": 478.936,
"eval_steps_per_second": 7.535,
"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
}