synergyai-jaeung's picture
Training in progress, epoch 1
58bc8ef verified
raw history blame
No virus
2.26 kB
{
"best_metric": 0.3061524033546448,
"best_model_checkpoint": "google/vit-base-patch16-224-in21k_covid_19_ct_scans/checkpoint-57",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 57,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05263157894736842,
"grad_norm": 0.7303336262702942,
"learning_rate": 0.00019649122807017543,
"loss": 0.6963,
"step": 1
},
{
"epoch": 1.0,
"eval_F1": 0.7857142857142857,
"eval_Precision": 0.75,
"eval_Recall": 0.825,
"eval_accuracy": 0.76,
"eval_loss": 0.5245552659034729,
"eval_runtime": 6.9325,
"eval_samples_per_second": 21.637,
"eval_steps_per_second": 1.442,
"step": 19
},
{
"epoch": 2.0,
"eval_F1": 0.8322147651006712,
"eval_Precision": 0.8985507246376812,
"eval_Recall": 0.775,
"eval_accuracy": 0.8333333333333334,
"eval_loss": 0.39111995697021484,
"eval_runtime": 6.1326,
"eval_samples_per_second": 24.46,
"eval_steps_per_second": 1.631,
"step": 38
},
{
"epoch": 3.0,
"eval_F1": 0.8571428571428571,
"eval_Precision": 0.8518518518518519,
"eval_Recall": 0.8625,
"eval_accuracy": 0.8466666666666667,
"eval_loss": 0.3061524033546448,
"eval_runtime": 5.7977,
"eval_samples_per_second": 25.872,
"eval_steps_per_second": 1.725,
"step": 57
},
{
"epoch": 3.0,
"step": 57,
"total_flos": 1.385556774308905e+17,
"train_loss": 0.33811448540603906,
"train_runtime": 48.6875,
"train_samples_per_second": 36.724,
"train_steps_per_second": 1.171
}
],
"logging_steps": 500,
"max_steps": 57,
"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": 1.385556774308905e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}