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fix set visible devices (Project-MONAI#2174)
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fix set visible devices

Signed-off-by: Yaniel Cabrera <[email protected]>
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rijobro authored and yanielc committed May 13, 2021
1 parent 6ae2ab2 commit fdefcf2
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Showing 2 changed files with 40 additions and 2 deletions.
4 changes: 2 additions & 2 deletions monai/data/test_time_augmentation.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.

from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Tuple, Union
from typing import TYPE_CHECKING, Any, Callable, Dict, List, Tuple, Union

import numpy as np
import torch
Expand Down Expand Up @@ -89,7 +89,7 @@ def __init__(
batch_size: int,
num_workers: int,
inferrer_fn: Callable,
device: Optional[Union[str, torch.device]] = "cuda" if torch.cuda.is_available() else "cpu",
device: Union[str, torch.device] = "cpu",
image_key=CommonKeys.IMAGE,
label_key=CommonKeys.LABEL,
meta_key_postfix="meta_dict",
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38 changes: 38 additions & 0 deletions tests/test_set_visible_devices.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,38 @@
# Copyright 2020 - 2021 MONAI Consortium
# 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
# http://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.

import os
import unittest

from tests.utils import skip_if_no_cuda


class TestVisibleDevices(unittest.TestCase):
@staticmethod
def run_process_and_get_exit_code(code_to_execute):
value = os.system(code_to_execute)
return int(bin(value).replace("0b", "").rjust(16, "0")[:8], 2)

@skip_if_no_cuda
def test_visible_devices(self):
num_gpus_before = self.run_process_and_get_exit_code(
'python -c "import os; import torch; '
+ "os.environ['CUDA_VISIBLE_DEVICES'] = ''; exit(torch.cuda.device_count())\""
)
num_gpus_after = self.run_process_and_get_exit_code(
'python -c "import os; import monai; import torch; '
+ "os.environ['CUDA_VISIBLE_DEVICES'] = ''; exit(torch.cuda.device_count())\""
)
self.assertEqual(num_gpus_before, num_gpus_after)


if __name__ == "__main__":
unittest.main()

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