Program Listing for File conv2d.h
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#ifndef MINDSPORE_CORE_OPS_CONV2D_H_
#define MINDSPORE_CORE_OPS_CONV2D_H_
#include <map>
#include <memory>
#include <string>
#include <vector>
#include "mindapi/base/format.h"
#include "mindapi/base/types.h"
#include "ops/base_operator.h"
namespace mindspore {
namespace ops {
constexpr auto kNameConv2D = "Conv2D";
class MIND_API Conv2D : public BaseOperator {
public:
MIND_API_BASE_MEMBER(Conv2D);
Conv2D() : BaseOperator(kNameConv2D) { InitIOName({"x", "w"}, {"output"}); }
explicit Conv2D(const std::string k_name) : BaseOperator(k_name) { InitIOName({"x", "w"}, {"output"}); }
void Init(int64_t out_channel, const std::vector<int64_t> &kernel_size, int64_t mode = 1,
const PadMode &pad_mode = VALID, const std::vector<int64_t> &pad = {0, 0, 0, 0},
const std::vector<int64_t> &stride = {1, 1, 1, 1}, const std::vector<int64_t> &dilation = {1, 1, 1, 1},
int64_t group = 1, const Format &format = NCHW);
void set_kernel_size(const std::vector<int64_t> &kernel_size);
void set_stride(const std::vector<int64_t> &stride);
void set_dilation(const std::vector<int64_t> &dilation);
void set_pad_mode(const PadMode &pad_mode);
void set_pad(const std::vector<int64_t> &pad);
void set_mode(int64_t mode);
void set_group(int64_t group);
void set_out_channel(int64_t out_channel);
void set_format(const Format &format);
std::vector<int64_t> get_kernel_size() const;
std::vector<int64_t> get_stride() const;
std::vector<int64_t> get_dilation() const;
PadMode get_pad_mode() const;
std::vector<int64_t> get_pad() const;
int64_t get_mode() const;
int64_t get_group() const;
int64_t get_out_channel() const;
Format get_format() const;
};
MIND_API abstract::AbstractBasePtr Conv2dInfer(const abstract::AnalysisEnginePtr &, const PrimitivePtr &primitive,
const std::vector<abstract::AbstractBasePtr> &input_args);
} // namespace ops
} // namespace mindspore
#endif // MINDSPORE_CORE_OPS_CONV2D_H_