joseph10's picture
Training in progress, epoch 7
f6697d8
raw
history blame
3.19 kB
{
"best_metric": 0.8100333518621456,
"best_model_checkpoint": "tinybert-TG-HS-HX-parentpretrained\\run-9\\checkpoint-1182",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 1379,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 1.1884492449582221e-05,
"loss": 0.3771,
"step": 197
},
{
"epoch": 1.0,
"eval_accuracy": 0.7761256253474152,
"eval_loss": 0.35103824734687805,
"eval_runtime": 125.0972,
"eval_samples_per_second": 57.523,
"eval_steps_per_second": 0.456,
"step": 197
},
{
"epoch": 2.0,
"learning_rate": 1.0186707813927618e-05,
"loss": 0.356,
"step": 394
},
{
"epoch": 2.0,
"eval_accuracy": 0.7898832684824902,
"eval_loss": 0.3439778685569763,
"eval_runtime": 125.0439,
"eval_samples_per_second": 57.548,
"eval_steps_per_second": 0.456,
"step": 394
},
{
"epoch": 3.0,
"learning_rate": 8.488923178273016e-06,
"loss": 0.3473,
"step": 591
},
{
"epoch": 3.0,
"eval_accuracy": 0.797526403557532,
"eval_loss": 0.34075456857681274,
"eval_runtime": 125.2215,
"eval_samples_per_second": 57.466,
"eval_steps_per_second": 0.455,
"step": 591
},
{
"epoch": 4.0,
"learning_rate": 6.791138542618412e-06,
"loss": 0.3428,
"step": 788
},
{
"epoch": 4.0,
"eval_accuracy": 0.8030850472484714,
"eval_loss": 0.33721399307250977,
"eval_runtime": 124.8586,
"eval_samples_per_second": 57.633,
"eval_steps_per_second": 0.457,
"step": 788
},
{
"epoch": 5.0,
"learning_rate": 5.093353906963809e-06,
"loss": 0.3391,
"step": 985
},
{
"epoch": 5.0,
"eval_accuracy": 0.8060033351862146,
"eval_loss": 0.33657532930374146,
"eval_runtime": 125.0566,
"eval_samples_per_second": 57.542,
"eval_steps_per_second": 0.456,
"step": 985
},
{
"epoch": 6.0,
"learning_rate": 3.395569271309206e-06,
"loss": 0.3354,
"step": 1182
},
{
"epoch": 6.0,
"eval_accuracy": 0.8100333518621456,
"eval_loss": 0.33524009585380554,
"eval_runtime": 124.7339,
"eval_samples_per_second": 57.691,
"eval_steps_per_second": 0.457,
"step": 1182
},
{
"epoch": 7.0,
"learning_rate": 1.697784635654603e-06,
"loss": 0.3337,
"step": 1379
},
{
"epoch": 7.0,
"eval_accuracy": 0.8090605892162313,
"eval_loss": 0.33525848388671875,
"eval_runtime": 125.0522,
"eval_samples_per_second": 57.544,
"eval_steps_per_second": 0.456,
"step": 1379
}
],
"logging_steps": 500,
"max_steps": 1576,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"save_steps": 500,
"total_flos": 309665393535204.0,
"trial_name": null,
"trial_params": {
"alpha": 0.625656755680376,
"learning_rate": 1.3582277085236825e-05,
"num_train_epochs": 8,
"temperature": 10
}
}