|
{
|
|
"best_metric": 0.45652173913043476,
|
|
"best_model_checkpoint": "swinv2-tiny-patch4-window8-256-DMAE-ex\\checkpoint-3",
|
|
"epoch": 22.857142857142858,
|
|
"eval_steps": 500,
|
|
"global_step": 40,
|
|
"is_hyper_param_search": false,
|
|
"is_local_process_zero": true,
|
|
"is_world_process_zero": true,
|
|
"log_history": [
|
|
{
|
|
"epoch": 0.57,
|
|
"eval_accuracy": 0.10869565217391304,
|
|
"eval_loss": 1.386294960975647,
|
|
"eval_runtime": 0.8503,
|
|
"eval_samples_per_second": 54.096,
|
|
"eval_steps_per_second": 2.352,
|
|
"step": 1
|
|
},
|
|
{
|
|
"epoch": 1.71,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.3825488090515137,
|
|
"eval_runtime": 0.7726,
|
|
"eval_samples_per_second": 59.541,
|
|
"eval_steps_per_second": 2.589,
|
|
"step": 3
|
|
},
|
|
{
|
|
"epoch": 2.86,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.3677386045455933,
|
|
"eval_runtime": 1.0409,
|
|
"eval_samples_per_second": 44.191,
|
|
"eval_steps_per_second": 1.921,
|
|
"step": 5
|
|
},
|
|
{
|
|
"epoch": 4.0,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.3405187129974365,
|
|
"eval_runtime": 0.8432,
|
|
"eval_samples_per_second": 54.556,
|
|
"eval_steps_per_second": 2.372,
|
|
"step": 7
|
|
},
|
|
{
|
|
"epoch": 4.57,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.322912335395813,
|
|
"eval_runtime": 0.8736,
|
|
"eval_samples_per_second": 52.657,
|
|
"eval_steps_per_second": 2.289,
|
|
"step": 8
|
|
},
|
|
{
|
|
"epoch": 5.71,
|
|
"learning_rate": 3.3333333333333335e-05,
|
|
"loss": 1.3605,
|
|
"step": 10
|
|
},
|
|
{
|
|
"epoch": 5.71,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.2859361171722412,
|
|
"eval_runtime": 0.8501,
|
|
"eval_samples_per_second": 54.109,
|
|
"eval_steps_per_second": 2.353,
|
|
"step": 10
|
|
},
|
|
{
|
|
"epoch": 6.86,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.2580196857452393,
|
|
"eval_runtime": 0.8402,
|
|
"eval_samples_per_second": 54.752,
|
|
"eval_steps_per_second": 2.381,
|
|
"step": 12
|
|
},
|
|
{
|
|
"epoch": 8.0,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.2332475185394287,
|
|
"eval_runtime": 0.8327,
|
|
"eval_samples_per_second": 55.242,
|
|
"eval_steps_per_second": 2.402,
|
|
"step": 14
|
|
},
|
|
{
|
|
"epoch": 8.57,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.223859429359436,
|
|
"eval_runtime": 0.8061,
|
|
"eval_samples_per_second": 57.062,
|
|
"eval_steps_per_second": 2.481,
|
|
"step": 15
|
|
},
|
|
{
|
|
"epoch": 9.71,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.2127728462219238,
|
|
"eval_runtime": 0.8231,
|
|
"eval_samples_per_second": 55.884,
|
|
"eval_steps_per_second": 2.43,
|
|
"step": 17
|
|
},
|
|
{
|
|
"epoch": 10.86,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.2085763216018677,
|
|
"eval_runtime": 0.855,
|
|
"eval_samples_per_second": 53.803,
|
|
"eval_steps_per_second": 2.339,
|
|
"step": 19
|
|
},
|
|
{
|
|
"epoch": 11.43,
|
|
"learning_rate": 2.2222222222222227e-05,
|
|
"loss": 1.2105,
|
|
"step": 20
|
|
},
|
|
{
|
|
"epoch": 12.0,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.2092437744140625,
|
|
"eval_runtime": 1.3028,
|
|
"eval_samples_per_second": 35.309,
|
|
"eval_steps_per_second": 1.535,
|
|
"step": 21
|
|
},
|
|
{
|
|
"epoch": 12.57,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.2097690105438232,
|
|
"eval_runtime": 0.8286,
|
|
"eval_samples_per_second": 55.514,
|
|
"eval_steps_per_second": 2.414,
|
|
"step": 22
|
|
},
|
|
{
|
|
"epoch": 13.71,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.210005283355713,
|
|
"eval_runtime": 0.8472,
|
|
"eval_samples_per_second": 54.298,
|
|
"eval_steps_per_second": 2.361,
|
|
"step": 24
|
|
},
|
|
{
|
|
"epoch": 14.86,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.2062424421310425,
|
|
"eval_runtime": 0.8749,
|
|
"eval_samples_per_second": 52.58,
|
|
"eval_steps_per_second": 2.286,
|
|
"step": 26
|
|
},
|
|
{
|
|
"epoch": 16.0,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.201505422592163,
|
|
"eval_runtime": 0.9061,
|
|
"eval_samples_per_second": 50.766,
|
|
"eval_steps_per_second": 2.207,
|
|
"step": 28
|
|
},
|
|
{
|
|
"epoch": 16.57,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.198574423789978,
|
|
"eval_runtime": 0.8476,
|
|
"eval_samples_per_second": 54.274,
|
|
"eval_steps_per_second": 2.36,
|
|
"step": 29
|
|
},
|
|
{
|
|
"epoch": 17.14,
|
|
"learning_rate": 1.1111111111111113e-05,
|
|
"loss": 1.1785,
|
|
"step": 30
|
|
},
|
|
{
|
|
"epoch": 17.71,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.1926066875457764,
|
|
"eval_runtime": 0.8428,
|
|
"eval_samples_per_second": 54.577,
|
|
"eval_steps_per_second": 2.373,
|
|
"step": 31
|
|
},
|
|
{
|
|
"epoch": 18.86,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.1901657581329346,
|
|
"eval_runtime": 0.9097,
|
|
"eval_samples_per_second": 50.565,
|
|
"eval_steps_per_second": 2.198,
|
|
"step": 33
|
|
},
|
|
{
|
|
"epoch": 20.0,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.1884738206863403,
|
|
"eval_runtime": 0.8548,
|
|
"eval_samples_per_second": 53.814,
|
|
"eval_steps_per_second": 2.34,
|
|
"step": 35
|
|
},
|
|
{
|
|
"epoch": 20.57,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.1878141164779663,
|
|
"eval_runtime": 0.8444,
|
|
"eval_samples_per_second": 54.475,
|
|
"eval_steps_per_second": 2.368,
|
|
"step": 36
|
|
},
|
|
{
|
|
"epoch": 21.71,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.1870336532592773,
|
|
"eval_runtime": 0.8305,
|
|
"eval_samples_per_second": 55.387,
|
|
"eval_steps_per_second": 2.408,
|
|
"step": 38
|
|
},
|
|
{
|
|
"epoch": 22.86,
|
|
"learning_rate": 0.0,
|
|
"loss": 1.1615,
|
|
"step": 40
|
|
},
|
|
{
|
|
"epoch": 22.86,
|
|
"eval_accuracy": 0.45652173913043476,
|
|
"eval_loss": 1.1869155168533325,
|
|
"eval_runtime": 1.2422,
|
|
"eval_samples_per_second": 37.03,
|
|
"eval_steps_per_second": 1.61,
|
|
"step": 40
|
|
},
|
|
{
|
|
"epoch": 22.86,
|
|
"step": 40,
|
|
"total_flos": 1.5871130461274112e+17,
|
|
"train_loss": 1.227725338935852,
|
|
"train_runtime": 161.9188,
|
|
"train_samples_per_second": 52.619,
|
|
"train_steps_per_second": 0.247
|
|
}
|
|
],
|
|
"logging_steps": 10,
|
|
"max_steps": 40,
|
|
"num_input_tokens_seen": 0,
|
|
"num_train_epochs": 40,
|
|
"save_steps": 500,
|
|
"total_flos": 1.5871130461274112e+17,
|
|
"train_batch_size": 32,
|
|
"trial_name": null,
|
|
"trial_params": null
|
|
}
|
|
|