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import pytest
from tests.helpers.run_command import run_command
"""
A couple of tests executing hydra sweeps.
Use the following command to skip slow tests:
pytest -k "not slow"
"""
@pytest.mark.slow
def test_experiments():
"""Test running all available experiment configs for 1 epoch."""
command = ["train.py", "-m", "experiment=glob(*)", "++trainer.max_epochs=1"]
run_command(command)
@pytest.mark.slow
def test_default_sweep():
"""Test default Hydra sweeper."""
command = [
"train.py",
"-m",
"datamodule.batch_size=64,128",
"model.lr=0.01,0.02",
"trainer=default",
"++trainer.fast_dev_run=true",
]
run_command(command)
@pytest.mark.slow
def test_optuna_sweep():
"""Test Optuna sweeper."""
command = [
"train.py",
"-m",
"hparams_search=mnist_optuna",
"trainer=default",
"++trainer.fast_dev_run=true",
]
run_command(command)
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