Test for passing global env FLAGS_use_mkldnn (#26938)
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# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import unicode_literals
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from __future__ import print_function
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import numpy as np
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import paddle.fluid as fluid
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import os
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from paddle.fluid.layer_helper import LayerHelper
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def check():
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print("check: fluid.core.globals()['FLAGS_use_mkldnn']=",
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fluid.core.globals()["FLAGS_use_mkldnn"])
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print("check: fluid.get_flags('FLAGS_use_mkldnn')=",
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fluid.get_flags(['FLAGS_use_mkldnn']))
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print("check: DNNL_VERBOSE=", os.environ['DNNL_VERBOSE'])
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a_np = np.random.uniform(-2, 2, (10, 20, 30)).astype(np.float32)
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helper = LayerHelper(fluid.unique_name.generate(str("test")), act="relu")
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func = helper.append_activation
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with fluid.dygraph.guard(fluid.core.CPUPlace()):
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a = fluid.dygraph.to_variable(a_np)
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res1 = func(a)
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res2 = np.maximum(a_np, 0)
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assert (np.array_equal(res1.numpy(), res2))
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if __name__ == '__main__':
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try:
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check()
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for k, v in sorted(os.environ.items()):
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print(k + ':', v)
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print('\n')
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except Exception as e:
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print(e)
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print(type(e))
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@ -0,0 +1,58 @@
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# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import unicode_literals
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from __future__ import print_function
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import unittest
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import os
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import sys
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import subprocess
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class TestFlagsUseMkldnn(unittest.TestCase):
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def setUp(self):
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self._python_interp = sys.executable
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self._python_interp += " check_flags_use_mkldnn.py"
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self.env = os.environ.copy()
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self.env[str("GLOG_v")] = str("3")
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self.env[str("DNNL_VERBOSE")] = str("1")
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self.env[str("FLAGS_use_mkldnn")] = str("1")
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def test_flags_use_mkl_dnn(self):
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cmd = self._python_interp
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proc = subprocess.Popen(
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cmd.split(" "),
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stdout=subprocess.PIPE,
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stderr=subprocess.PIPE,
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env=self.env)
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out, err = proc.communicate()
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returncode = proc.returncode
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print('out', out)
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print('err', err)
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assert returncode == 0
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# in python3, type(out) is 'bytes', need use encode
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assert out.find(
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"dnnl_verbose,exec,cpu,eltwise,jit:avx512_common,forward_training,"
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"data_f32::blocked:abc:f0 diff_undef::undef::f0,,alg:eltwise_relu".
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encode()) != -1
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if __name__ == '__main__':
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unittest.main()
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