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Summary: Closes https://github.com/caffe2/caffe2/pull/1260 Differential Revision: D5906739 Pulled By: Yangqing fbshipit-source-id: e482ba9ba60b5337d9165f28f7ec68d4518a0902
66 lines
2.1 KiB
Python
66 lines
2.1 KiB
Python
# Copyright (c) 2016-present, Facebook, Inc.
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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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##############################################################################
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## @package dyndep
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# Module caffe2.python.dyndep
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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from __future__ import unicode_literals
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import ctypes
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import os
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from caffe2.python import core, extension_loader
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def InitOpsLibrary(name):
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"""Loads a dynamic library that contains custom operators into Caffe2.
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Since Caffe2 uses static variable registration, you can optionally load a
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separate .so file that contains custom operators and registers that into
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the caffe2 core binary. In C++, this is usually done by either declaring
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dependency during compilation time, or via dynload. This allows us to do
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registration similarly on the Python side.
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Args:
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name: a name that ends in .so, such as "my_custom_op.so". Otherwise,
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the command will simply be ignored.
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Returns:
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None
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"""
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if not os.path.exists(name):
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# Note(jiayq): if the name does not exist, instead of immediately
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# failing we will simply print a warning, deferring failure to the
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# time when an actual call is made.
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print('Ignoring {} as it is not a valid file.'.format(name))
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return
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_init_impl(name)
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_IMPORTED_DYNDEPS = set()
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def GetImportedOpsLibraries():
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return _IMPORTED_DYNDEPS
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def _init_impl(path):
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_IMPORTED_DYNDEPS.add(path)
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with extension_loader.DlopenGuard():
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ctypes.CDLL(path)
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# reinitialize available ops
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core.RefreshRegisteredOperators()
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