Layer.create = staticmethod(_create) Layer.release = _release_deep Layer.forward = _forward Layer.backward = _backward Layer.initForward = _initForward Layer.initBackward = _initBackward Layer.update = _update Layer.initUpdate = _initUpdate Layer.getLeftTerminal = _getLeftTerminal Layer.getRightTerminal = _getRightTerminal Layer.link = _link Layer.setLearningData = _setLearningData Layer.name = property(_getName, _setName) Layer.out = property(_getOut, _setOut) Layer.dx = property(_getDx, _setDx) Layer.updateList = property(_getUpdateList, _setUpdateList) Layer.extra = property(_getExtra, _setExtra) Layer.inLayer = property(_getInLayer, _setInLayer) Layer.outLayer = property(_getOutLayer, _setOutLayer) Layer.childLayer = property(_getChildLayer, _setChildLayer) Layer.childLayer_size = property(_getChildLayerSize, _setChildLayerSize) Layer._forward = property(_getForward, _setForward) Layer._backward = property(_getBackward, _setBackawrd) Layer._initForward = property(_getInitForward, _setInitForward) Layer._initBackward = property(_getInitBackward, _setInitBackward) Layer._release = property(_getRelease, _setRelease) Layer._update = property(_getUpdate, _setUpdate)
def _create(learning_rate, update, initUpdate):
return lib.cnn_create_optimizer(learning_rate, update, initUpdate)
def _release(self):
lib.cnn_release_optimizer(self)
cnn_optimizer_callback_update = CFUNCTYPE(None, POINTER(_Optimizer),
UpdateList, c_int, c_int)
cnn_optimizer_callback_initUpdate = CFUNCTYPE(None, POINTER(_Optimizer),
UpdateList)
lib.cnn_optimizer_update.argtypes = (POINTER(_Optimizer), UpdateList)
lib.cnn_optimizer_initUpdate.argtypes = [POINTER(_Optimizer), UpdateList]
lib.cnn_create_optimizer.argtypes = (c_int, cnn_optimizer_callback_update,
cnn_optimizer_callback_initUpdate)
lib.cnn_create_optimizer.restype = POINTER(_Optimizer)
lib.cnn_release_optimizer.argtypes = [POINTER(_Optimizer)]
Optimizer = POINTER(_Optimizer)
Optimizer.__doc__ = " cnn_Optimizer 구조체의 포인터에 프로퍼티와 메소드를 추가한 클래스입니다."
Optimizer.learning_raate = property(_getLearningRate, _setLearningRate)
Optimizer._update = property(_getUpdate, _setUpdate)
Optimizer.create = staticmethod(_create)
Optimizer.release = _release
Optimizer.update = _update
Optimizer.initUpdate = _initUpdate