vincentiussgk's picture
End of training
80a655d
raw
history blame
2.55 kB
{
"best_metric": 0.944,
"best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-eurosat/checkpoint-105",
"epoch": 2.978723404255319,
"global_step": 105,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.28,
"learning_rate": 4.545454545454546e-05,
"loss": 4.5423,
"step": 10
},
{
"epoch": 0.57,
"learning_rate": 4.5212765957446815e-05,
"loss": 3.8252,
"step": 20
},
{
"epoch": 0.85,
"learning_rate": 3.9893617021276594e-05,
"loss": 3.0782,
"step": 30
},
{
"epoch": 0.99,
"eval_accuracy": 0.822,
"eval_loss": 2.4007344245910645,
"eval_runtime": 7.7579,
"eval_samples_per_second": 64.45,
"eval_steps_per_second": 2.062,
"step": 35
},
{
"epoch": 1.13,
"learning_rate": 3.4574468085106386e-05,
"loss": 2.4662,
"step": 40
},
{
"epoch": 1.42,
"learning_rate": 2.925531914893617e-05,
"loss": 1.9593,
"step": 50
},
{
"epoch": 1.7,
"learning_rate": 2.393617021276596e-05,
"loss": 1.5996,
"step": 60
},
{
"epoch": 1.99,
"learning_rate": 1.8617021276595745e-05,
"loss": 1.3449,
"step": 70
},
{
"epoch": 1.99,
"eval_accuracy": 0.904,
"eval_loss": 1.1721910238265991,
"eval_runtime": 8.1403,
"eval_samples_per_second": 61.423,
"eval_steps_per_second": 1.966,
"step": 70
},
{
"epoch": 2.27,
"learning_rate": 1.3297872340425532e-05,
"loss": 1.153,
"step": 80
},
{
"epoch": 2.55,
"learning_rate": 7.97872340425532e-06,
"loss": 1.0157,
"step": 90
},
{
"epoch": 2.84,
"learning_rate": 2.6595744680851065e-06,
"loss": 0.9413,
"step": 100
},
{
"epoch": 2.98,
"eval_accuracy": 0.944,
"eval_loss": 0.8638814687728882,
"eval_runtime": 8.007,
"eval_samples_per_second": 62.446,
"eval_steps_per_second": 1.998,
"step": 105
},
{
"epoch": 2.98,
"step": 105,
"total_flos": 1.0405550045270016e+18,
"train_loss": 2.129908829643613,
"train_runtime": 618.168,
"train_samples_per_second": 21.839,
"train_steps_per_second": 0.17
}
],
"max_steps": 105,
"num_train_epochs": 3,
"total_flos": 1.0405550045270016e+18,
"trial_name": null,
"trial_params": null
}