s478815/ium_478815
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity

Zaktualizuj 'train-mlflow.py'

Browse Source
This commit is contained in:
Kornelia Girejko 2022-05-15 15:11:57 +02:00
parent 05a03711d7
commit c71170ef92
1 changed files with 6 additions and 3 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

9
train-mlflow.py
View File

@ -103,9 +103,12 @@ def my_main(epochs):
siganture = pd.DataFrame(X_training, y_predicted_train)
tracking_url_type_store = urlparse(mlflow.get_tracking_uri()).scheme
mlflow.pytorch.log_model(model, "model", registered_model_name="s478815", signature=siganture, input_example=input_example)
torch.save(model, "model.pkl")
if tracking_url_type_store != "file":
mlflow.pytorch.log_model(model, "model", registered_model_name="s478815", signature=siganture,
input_example=input_example)
else:
mlflow.pytorch.log_model(model, "model", signature=siganture, input_example=input_example)
mlflow.pytorch.save_model(model, "model", signature=siganture, input_example=input_example)
rmse = mean_squared_error(y_testing, y_predicted)
#print(rmse)