vit-airplanes / trainer_state.json
johnnydevriese's picture
airplanes
7208ffe
{
"best_metric": 0.015230490826070309,
"best_model_checkpoint": "./vit-airplanes/checkpoint-100",
"epoch": 4.0,
"global_step": 168,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.24,
"learning_rate": 0.0001880952380952381,
"loss": 0.3543,
"step": 10
},
{
"epoch": 0.48,
"learning_rate": 0.0001761904761904762,
"loss": 0.1221,
"step": 20
},
{
"epoch": 0.71,
"learning_rate": 0.00016428571428571428,
"loss": 0.0587,
"step": 30
},
{
"epoch": 0.95,
"learning_rate": 0.00015238095238095237,
"loss": 0.0441,
"step": 40
},
{
"epoch": 1.19,
"learning_rate": 0.00014047619047619049,
"loss": 0.0281,
"step": 50
},
{
"epoch": 1.43,
"learning_rate": 0.00012857142857142858,
"loss": 0.0302,
"step": 60
},
{
"epoch": 1.67,
"learning_rate": 0.00011666666666666668,
"loss": 0.0417,
"step": 70
},
{
"epoch": 1.9,
"learning_rate": 0.00010476190476190477,
"loss": 0.0192,
"step": 80
},
{
"epoch": 2.14,
"learning_rate": 9.285714285714286e-05,
"loss": 0.0129,
"step": 90
},
{
"epoch": 2.38,
"learning_rate": 8.095238095238096e-05,
"loss": 0.0165,
"step": 100
},
{
"epoch": 2.38,
"eval_accuracy": 1.0,
"eval_loss": 0.015230490826070309,
"eval_runtime": 56.286,
"eval_samples_per_second": 11.85,
"eval_steps_per_second": 1.492,
"step": 100
},
{
"epoch": 2.62,
"learning_rate": 6.904761904761905e-05,
"loss": 0.0184,
"step": 110
},
{
"epoch": 2.86,
"learning_rate": 5.714285714285714e-05,
"loss": 0.0117,
"step": 120
},
{
"epoch": 3.1,
"learning_rate": 4.523809523809524e-05,
"loss": 0.0128,
"step": 130
},
{
"epoch": 3.33,
"learning_rate": 3.3333333333333335e-05,
"loss": 0.0132,
"step": 140
},
{
"epoch": 3.57,
"learning_rate": 2.1428571428571428e-05,
"loss": 0.0099,
"step": 150
},
{
"epoch": 3.81,
"learning_rate": 9.523809523809523e-06,
"loss": 0.0082,
"step": 160
},
{
"epoch": 4.0,
"step": 168,
"total_flos": 2.067504813142917e+17,
"train_loss": 0.04814572525875909,
"train_runtime": 540.2683,
"train_samples_per_second": 4.938,
"train_steps_per_second": 0.311
}
],
"max_steps": 168,
"num_train_epochs": 4,
"total_flos": 2.067504813142917e+17,
"trial_name": null,
"trial_params": null
}