erdonghu's picture
Training in progress, epoch 0
20a2422
{
"best_metric": 0.9640740740740741,
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-141",
"epoch": 2.968421052631579,
"global_step": 141,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.21,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.2623,
"step": 10
},
{
"epoch": 0.42,
"learning_rate": 4.801587301587302e-05,
"loss": 1.4379,
"step": 20
},
{
"epoch": 0.63,
"learning_rate": 4.404761904761905e-05,
"loss": 0.6216,
"step": 30
},
{
"epoch": 0.84,
"learning_rate": 4.007936507936508e-05,
"loss": 0.4136,
"step": 40
},
{
"epoch": 0.99,
"eval_accuracy": 0.9233333333333333,
"eval_loss": 0.2215317040681839,
"eval_runtime": 8.3927,
"eval_samples_per_second": 321.71,
"eval_steps_per_second": 2.621,
"step": 47
},
{
"epoch": 1.05,
"learning_rate": 3.611111111111111e-05,
"loss": 0.3536,
"step": 50
},
{
"epoch": 1.26,
"learning_rate": 3.2142857142857144e-05,
"loss": 0.2978,
"step": 60
},
{
"epoch": 1.47,
"learning_rate": 2.8174603174603175e-05,
"loss": 0.2837,
"step": 70
},
{
"epoch": 1.68,
"learning_rate": 2.4206349206349206e-05,
"loss": 0.2564,
"step": 80
},
{
"epoch": 1.89,
"learning_rate": 2.023809523809524e-05,
"loss": 0.2493,
"step": 90
},
{
"epoch": 2.0,
"eval_accuracy": 0.9581481481481482,
"eval_loss": 0.11969169229269028,
"eval_runtime": 8.0964,
"eval_samples_per_second": 333.484,
"eval_steps_per_second": 2.717,
"step": 95
},
{
"epoch": 2.11,
"learning_rate": 1.626984126984127e-05,
"loss": 0.2211,
"step": 100
},
{
"epoch": 2.32,
"learning_rate": 1.2301587301587301e-05,
"loss": 0.2116,
"step": 110
},
{
"epoch": 2.53,
"learning_rate": 8.333333333333334e-06,
"loss": 0.2112,
"step": 120
},
{
"epoch": 2.74,
"learning_rate": 4.365079365079365e-06,
"loss": 0.2079,
"step": 130
},
{
"epoch": 2.95,
"learning_rate": 3.9682539682539683e-07,
"loss": 0.1992,
"step": 140
},
{
"epoch": 2.97,
"eval_accuracy": 0.9640740740740741,
"eval_loss": 0.10879621654748917,
"eval_runtime": 8.121,
"eval_samples_per_second": 332.469,
"eval_steps_per_second": 2.709,
"step": 141
},
{
"epoch": 2.97,
"step": 141,
"total_flos": 1.7938102147100836e+18,
"train_loss": 0.5137244897319916,
"train_runtime": 368.1676,
"train_samples_per_second": 198.008,
"train_steps_per_second": 0.383
}
],
"max_steps": 141,
"num_train_epochs": 3,
"total_flos": 1.7938102147100836e+18,
"trial_name": null,
"trial_params": null
}