#pragma once
#include "megdnn/oprs.h"
#include "src/cuda/cudnn_wrapper.h"
namespace megdnn {
namespace cuda {
class LRNForwardImpl final : public LRNForward {
public:
using LRNForward::LRNForward;
void exec(
_megdnn_tensor_in src, _megdnn_tensor_out dst,
_megdnn_workspace workspace) override;
size_t get_workspace_in_bytes(const TensorLayout&, const TensorLayout&) override {
return 0;
}
private:
TensorDesc src_desc, dst_desc;
LRNDesc lrn_desc;
void setup_descs(const TensorLayout& src, const TensorLayout& dst);
};
class LRNBackwardImpl final : public LRNBackward {
public:
using LRNBackward::LRNBackward;
void exec(
_megdnn_tensor_in src, _megdnn_tensor_in dst, _megdnn_tensor_in diff,
_megdnn_tensor_out grad, _megdnn_workspace workspace) override;
size_t get_workspace_in_bytes(
const TensorLayout&, const TensorLayout&, const TensorLayout&,
const TensorLayout&) override {
return 0;
}
private:
TensorDesc src_desc, dst_desc, diff_desc, grad_desc;
LRNDesc lrn_desc;
void setup_descs(
const TensorLayout& src, const TensorLayout& dst, const TensorLayout& diff,
const TensorLayout& grad);
};
} }