Arya-Bastani23's picture
Training in progress, epoch 0
4e7f9db
{
"best_metric": 0.6888888888888889,
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-36",
"epoch": 2.8235294117647056,
"global_step": 36,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.78,
"learning_rate": 4.0625000000000005e-05,
"loss": 1.4508,
"step": 10
},
{
"epoch": 0.94,
"eval_accuracy": 0.5222222222222223,
"eval_loss": 1.0635309219360352,
"eval_runtime": 1.4462,
"eval_samples_per_second": 124.462,
"eval_steps_per_second": 4.149,
"step": 12
},
{
"epoch": 1.57,
"learning_rate": 2.5e-05,
"loss": 1.0264,
"step": 20
},
{
"epoch": 1.96,
"eval_accuracy": 0.6222222222222222,
"eval_loss": 0.8359278440475464,
"eval_runtime": 1.41,
"eval_samples_per_second": 127.657,
"eval_steps_per_second": 4.255,
"step": 25
},
{
"epoch": 2.35,
"learning_rate": 9.375000000000001e-06,
"loss": 0.917,
"step": 30
},
{
"epoch": 2.82,
"eval_accuracy": 0.6888888888888889,
"eval_loss": 0.7584179639816284,
"eval_runtime": 1.6202,
"eval_samples_per_second": 111.096,
"eval_steps_per_second": 3.703,
"step": 36
},
{
"epoch": 2.82,
"step": 36,
"total_flos": 1.1375054019212083e+17,
"train_loss": 1.0918035374747381,
"train_runtime": 113.0758,
"train_samples_per_second": 42.874,
"train_steps_per_second": 0.318
}
],
"max_steps": 36,
"num_train_epochs": 3,
"total_flos": 1.1375054019212083e+17,
"trial_name": null,
"trial_params": null
}