Skip to content

Error without validation data #8

@flxzimmer

Description

@flxzimmer

Running without validation data, for example:

from stg import STG
from sklearn.datasets import load_breast_cancer
from sklearn.model_selection import train_test_split
import numpy as np

X, y = load_breast_cancer(return_X_y=True)
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)

model = STG("cpu", input_dim=X_train.shape[1], output_dim=len(np.unique(y_train)))
model.fit(X_train, y_train, nr_epochs=10)

I run into an error; it seems that in in self.validate(val_data_loader, self.metric, meters) it wants to iterate over a val_data_loader that is None.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions