Model-J__ResNet__model_idx_0125 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
b8817d5 verified
{
"best_metric": 0.924,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0125/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": 24.310382843017578,
"learning_rate": 0.00046650635094610973,
"loss": 1.2837,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8474666666666667,
"eval_loss": 0.540452241897583,
"eval_runtime": 9.5282,
"eval_samples_per_second": 393.57,
"eval_steps_per_second": 6.192,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 34.34645462036133,
"learning_rate": 0.000375,
"loss": 0.3766,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8994666666666666,
"eval_loss": 0.363151878118515,
"eval_runtime": 9.3204,
"eval_samples_per_second": 402.345,
"eval_steps_per_second": 6.33,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 19.22256088256836,
"learning_rate": 0.00025,
"loss": 0.2002,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9085333333333333,
"eval_loss": 0.3203178346157074,
"eval_runtime": 9.4205,
"eval_samples_per_second": 398.068,
"eval_steps_per_second": 6.263,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 23.339628219604492,
"learning_rate": 0.00012500000000000006,
"loss": 0.1012,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9154666666666667,
"eval_loss": 0.3201880156993866,
"eval_runtime": 9.2721,
"eval_samples_per_second": 404.437,
"eval_steps_per_second": 6.363,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 36.69596481323242,
"learning_rate": 3.3493649053890325e-05,
"loss": 0.0522,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9208,
"eval_loss": 0.3032572865486145,
"eval_runtime": 9.5207,
"eval_samples_per_second": 393.881,
"eval_steps_per_second": 6.197,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 32.271854400634766,
"learning_rate": 0.0,
"loss": 0.0339,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.924,
"eval_loss": 0.2865983843803406,
"eval_runtime": 9.7172,
"eval_samples_per_second": 385.915,
"eval_steps_per_second": 6.072,
"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
}