|
{ |
|
"best_metric": 0.8999713384924047, |
|
"best_model_checkpoint": "C:\\Users\\keldr\\Desktop\\Workspace\\Repo\\12Sep2022\\model\\layoutlmv3\\sg_receipt\\checkpoint-1000", |
|
"epoch": 1.1350737797956867, |
|
"global_step": 1000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.11, |
|
"eval_accuracy": 0.8920392584514721, |
|
"eval_f1": 0.8600230414746544, |
|
"eval_loss": 0.5883092880249023, |
|
"eval_precision": 0.8575531303848363, |
|
"eval_recall": 0.8625072212593876, |
|
"eval_runtime": 12.796, |
|
"eval_samples_per_second": 9.456, |
|
"eval_steps_per_second": 9.456, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"eval_accuracy": 0.8964013086150491, |
|
"eval_f1": 0.8633629332569465, |
|
"eval_loss": 0.5547744631767273, |
|
"eval_precision": 0.85625, |
|
"eval_recall": 0.8705950317735413, |
|
"eval_runtime": 12.4455, |
|
"eval_samples_per_second": 9.722, |
|
"eval_steps_per_second": 9.722, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"eval_accuracy": 0.8927662668120684, |
|
"eval_f1": 0.871264367816092, |
|
"eval_loss": 0.5231363773345947, |
|
"eval_precision": 0.866781017724414, |
|
"eval_recall": 0.8757943385326401, |
|
"eval_runtime": 12.511, |
|
"eval_samples_per_second": 9.672, |
|
"eval_steps_per_second": 9.672, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"eval_accuracy": 0.8993093420574336, |
|
"eval_f1": 0.878761822871883, |
|
"eval_loss": 0.502784788608551, |
|
"eval_precision": 0.8720136518771331, |
|
"eval_recall": 0.8856152512998267, |
|
"eval_runtime": 12.5449, |
|
"eval_samples_per_second": 9.645, |
|
"eval_steps_per_second": 9.645, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"learning_rate": 9.432463110102157e-06, |
|
"loss": 0.4376, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"eval_accuracy": 0.9043984005816067, |
|
"eval_f1": 0.8830795748348176, |
|
"eval_loss": 0.4736110270023346, |
|
"eval_precision": 0.8782857142857143, |
|
"eval_recall": 0.8879260543038706, |
|
"eval_runtime": 12.6247, |
|
"eval_samples_per_second": 9.584, |
|
"eval_steps_per_second": 9.584, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"eval_accuracy": 0.9091239549254816, |
|
"eval_f1": 0.8862722573233774, |
|
"eval_loss": 0.46922487020492554, |
|
"eval_precision": 0.8812107367218732, |
|
"eval_recall": 0.8913922588099364, |
|
"eval_runtime": 14.0441, |
|
"eval_samples_per_second": 8.616, |
|
"eval_steps_per_second": 8.616, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"eval_accuracy": 0.9156670301708469, |
|
"eval_f1": 0.9011494252873562, |
|
"eval_loss": 0.4721052646636963, |
|
"eval_precision": 0.8965122927387078, |
|
"eval_recall": 0.9058347775852109, |
|
"eval_runtime": 13.5885, |
|
"eval_samples_per_second": 8.905, |
|
"eval_steps_per_second": 8.905, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"eval_accuracy": 0.9094874591057798, |
|
"eval_f1": 0.8888888888888888, |
|
"eval_loss": 0.4439501464366913, |
|
"eval_precision": 0.8858290304073436, |
|
"eval_recall": 0.8919699595609474, |
|
"eval_runtime": 12.9799, |
|
"eval_samples_per_second": 9.322, |
|
"eval_steps_per_second": 9.322, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"eval_accuracy": 0.905852417302799, |
|
"eval_f1": 0.8834812482107071, |
|
"eval_loss": 0.4436013102531433, |
|
"eval_precision": 0.8757094211123723, |
|
"eval_recall": 0.8913922588099364, |
|
"eval_runtime": 12.664, |
|
"eval_samples_per_second": 9.555, |
|
"eval_steps_per_second": 9.555, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 1.14, |
|
"learning_rate": 8.864926220204314e-06, |
|
"loss": 0.2859, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.14, |
|
"eval_accuracy": 0.9240276263177026, |
|
"eval_f1": 0.8999713384924047, |
|
"eval_loss": 0.4385237395763397, |
|
"eval_precision": 0.8930602957906713, |
|
"eval_recall": 0.9069901790872328, |
|
"eval_runtime": 12.782, |
|
"eval_samples_per_second": 9.466, |
|
"eval_steps_per_second": 9.466, |
|
"step": 1000 |
|
} |
|
], |
|
"max_steps": 8810, |
|
"num_train_epochs": 10, |
|
"total_flos": 265547209728000.0, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|