Skip to content

TST Fixes random seed for flaky test_keras #800

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 2 commits into
base: main
Choose a base branch
from
Open

TST Fixes random seed for flaky test_keras #800

Changes from 1 commit
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
aff2155
TST Fixes random seed for flaky test
thomasjpfan Feb 24, 2021
ce07328
Update tests/model_selection/test_keras.py
thomasjpfan Feb 27, 2021
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
11 changes: 9 additions & 2 deletions tests/model_selection/test_keras.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -46,7 +46,9 @@ def _keras_build_fn(lr=0.01):
@gen_cluster(client=True, Worker=Nanny, timeout=20)
def test_keras(c, s, a, b):
# Mirror the mnist dataset
X, y = make_classification(n_classes=10, n_features=784, n_informative=100)
X, y = make_classification(
n_classes=10, n_features=784, n_informative=100, random_state=0
)
X = X.astype("float32")
assert y.dtype == np.dtype("int64")

Expand All @@ -56,7 +58,12 @@ def test_keras(c, s, a, b):
params = {"lr": loguniform(1e-3, 1e-1)}

search = IncrementalSearchCV(
model, params, max_iter=3, n_initial_parameters=5, decay_rate=None
model,
params,
max_iter=3,
n_initial_parameters=5,
decay_rate=None,
random_state=0,
)
yield search.fit(X, y)
# search.fit(X, y)
Expand Down