rocm_jax/tests/config_test.py

88 lines
3.0 KiB
Python

# Copyright 2024 The JAX Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from absl.testing import absltest
import jax
from jax._src import config
from jax._src import test_util as jtu
from jax._src.cloud_tpu_init import cloud_tpu_init
jax.config.parse_flags_with_absl()
jax_test_enum_config = config.enum_state(
name='jax_test_enum_config',
enum_values=['default', 'xxx', 'yyy'],
default='default',
help='Configuration only used for tests.',
)
class ConfigTest(jtu.JaxTestCase):
def test_config_setting_via_update(self):
self.assertEqual(jax_test_enum_config.value, 'default')
jax.config.update('jax_test_enum_config', 'xxx')
self.assertEqual(jax_test_enum_config.value, 'xxx')
jax.config.update('jax_test_enum_config', 'yyy')
self.assertEqual(jax_test_enum_config.value, 'yyy')
jax.config.update('jax_test_enum_config', 'default')
self.assertEqual(jax_test_enum_config.value, 'default')
def test_config_setting_via_context(self):
self.assertEqual(jax_test_enum_config.value, 'default')
with jax_test_enum_config('xxx'):
self.assertEqual(jax_test_enum_config.value, 'xxx')
with jax_test_enum_config('yyy'):
self.assertEqual(jax_test_enum_config.value, 'yyy')
self.assertEqual(jax_test_enum_config.value, 'xxx')
self.assertEqual(jax_test_enum_config.value, 'default')
def test_config_update_validation(self):
self.assertEqual(jax_test_enum_config.value, 'default')
with self.assertRaisesRegex(ValueError, 'new enum value must be in.*'):
jax.config.update('jax_test_enum_config', 'invalid')
# Error should raise before changing the value
self.assertEqual(jax_test_enum_config.value, 'default')
def test_config_context_validation(self):
self.assertEqual(jax_test_enum_config.value, 'default')
with self.assertRaisesRegex(ValueError, 'new enum value must be in.*'):
with jax_test_enum_config('invalid'):
pass
self.assertEqual(jax_test_enum_config.value, 'default')
def test_cloud_tpu_init(self):
if not jtu.is_cloud_tpu():
self.skipTest('Not running on a Cloud TPU VM.')
# Context manager resets the jax_platforms config to its original value.
with jtu.global_config_context(jax_platforms=None):
cloud_tpu_init()
self.assertEqual(config.jax_platforms.value, 'tpu,cpu')
with jtu.global_config_context(jax_platforms='platform_A'):
cloud_tpu_init()
self.assertEqual(config.jax_platforms.value, 'platform_A')
if __name__ == '__main__':
absltest.main(testLoader=jtu.JaxTestLoader())