## @package dyndep # Module caffe2.python.dyndep import ctypes import os from threading import Lock from caffe2.python import core, extension_loader def InitOpsLibrary(name, trigger_lazy=True): """Loads a dynamic library that contains custom operators into Caffe2. Since Caffe2 uses static variable registration, you can optionally load a separate .so file that contains custom operators and registers that into the caffe2 core binary. In C++, this is usually done by either declaring dependency during compilation time, or via dynload. This allows us to do registration similarly on the Python side. Args: name: a name that ends in .so, such as "my_custom_op.so". Otherwise, the command will simply be ignored. Returns: None """ if not os.path.exists(name): # Note(jiayq): if the name does not exist, instead of immediately # failing we will simply print a warning, deferring failure to the # time when an actual call is made. print('Ignoring {} as it is not a valid file.'.format(name)) return _init_impl(name, trigger_lazy=trigger_lazy) _IMPORTED_DYNDEPS = set() dll_lock = Lock() def GetImportedOpsLibraries(): return _IMPORTED_DYNDEPS def _init_impl(path, trigger_lazy=True): with dll_lock: _IMPORTED_DYNDEPS.add(path) with extension_loader.DlopenGuard(): ctypes.CDLL(path) # reinitialize available ops core.RefreshRegisteredOperators(trigger_lazy)