class PythonLayer : public Layer<Dtype> {
public:
PythonLayer(PyObject* self, const LayerParameter& param)
- : Layer<Dtype>(param), self_(self) { }
+ : Layer<Dtype>(param), self_(bp::handle<>(bp::borrowed(self))) { }
virtual void LayerSetUp(const vector<Blob<Dtype>*>& bottom,
const vector<Blob<Dtype>*>& top) {
try {
- bp::call_method<bp::object>(self_, "setup", bottom, top);
+ self_.attr("setup")(bottom, top);
} catch (bp::error_already_set) {
PyErr_Print();
throw;
virtual void Reshape(const vector<Blob<Dtype>*>& bottom,
const vector<Blob<Dtype>*>& top) {
try {
- bp::call_method<bp::object>(self_, "reshape", bottom, top);
+ self_.attr("reshape")(bottom, top);
} catch (bp::error_already_set) {
PyErr_Print();
throw;
virtual void Forward_cpu(const vector<Blob<Dtype>*>& bottom,
const vector<Blob<Dtype>*>& top) {
try {
- bp::call_method<bp::object>(self_, "forward", bottom, top);
+ self_.attr("forward")(bottom, top);
} catch (bp::error_already_set) {
PyErr_Print();
throw;
virtual void Backward_cpu(const vector<Blob<Dtype>*>& top,
const vector<bool>& propagate_down, const vector<Blob<Dtype>*>& bottom) {
try {
- bp::call_method<bp::object>(self_, "backward", top, propagate_down,
- bottom);
+ self_.attr("backward")(top, propagate_down, bottom);
} catch (bp::error_already_set) {
PyErr_Print();
throw;
}
private:
- PyObject* self_;
+ bp::object self_;
};
} // namespace caffe