clip_base_noaug / checkpoint-4500 /trainer_state.json
shivank21's picture
Upload folder using huggingface_hub
761fa7e verified
{
"best_metric": 0.10008788853883743,
"best_model_checkpoint": "clip_base_noaug/checkpoint-4500",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 4500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.3333333333333333,
"grad_norm": 34.92070007324219,
"learning_rate": 8.988764044943819e-07,
"loss": 0.2967,
"step": 500
},
{
"epoch": 0.6666666666666666,
"grad_norm": 45.73786163330078,
"learning_rate": 7.865168539325843e-07,
"loss": 0.1592,
"step": 1000
},
{
"epoch": 1.0,
"grad_norm": 26.203510284423828,
"learning_rate": 6.741573033707865e-07,
"loss": 0.1429,
"step": 1500
},
{
"epoch": 1.0,
"eval_accuracy": 0.94675,
"eval_loss": 0.14425331354141235,
"eval_model_preparation_time": 0.004,
"eval_runtime": 87.8205,
"eval_samples_per_second": 273.285,
"eval_steps_per_second": 8.54,
"step": 1500
},
{
"epoch": 1.3333333333333333,
"grad_norm": 42.80449676513672,
"learning_rate": 5.617977528089887e-07,
"loss": 0.123,
"step": 2000
},
{
"epoch": 1.6666666666666665,
"grad_norm": 37.18833541870117,
"learning_rate": 4.4943820224719097e-07,
"loss": 0.1134,
"step": 2500
},
{
"epoch": 2.0,
"grad_norm": 57.78050231933594,
"learning_rate": 3.3707865168539325e-07,
"loss": 0.1023,
"step": 3000
},
{
"epoch": 2.0,
"eval_accuracy": 0.9605833333333333,
"eval_loss": 0.10788565874099731,
"eval_model_preparation_time": 0.004,
"eval_runtime": 101.8398,
"eval_samples_per_second": 235.664,
"eval_steps_per_second": 7.365,
"step": 3000
},
{
"epoch": 2.3333333333333335,
"grad_norm": 44.27554702758789,
"learning_rate": 2.2471910112359549e-07,
"loss": 0.0957,
"step": 3500
},
{
"epoch": 2.6666666666666665,
"grad_norm": 29.09344482421875,
"learning_rate": 1.1235955056179774e-07,
"loss": 0.0897,
"step": 4000
},
{
"epoch": 3.0,
"grad_norm": 18.151649475097656,
"learning_rate": 0.0,
"loss": 0.0888,
"step": 4500
},
{
"epoch": 3.0,
"eval_accuracy": 0.962375,
"eval_loss": 0.10008788853883743,
"eval_model_preparation_time": 0.004,
"eval_runtime": 88.2967,
"eval_samples_per_second": 271.811,
"eval_steps_per_second": 8.494,
"step": 4500
}
],
"logging_steps": 500,
"max_steps": 4500,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 2.273880039240499e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}