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integral_image_op.h
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integral_image_op.h
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#ifndef INTEGRAL_IMAGE_OP_H_
#define INTEGRAL_IMAGE_OP_H_
#include "caffe2/core/context.h"
#include "caffe2/core/logging.h"
#include "caffe2/core/operator.h"
#include "caffe2/utils/math.h"
namespace caffe2 {
template <typename T, class Context>
class IntegralImageOp final : public Operator<Context> {
public:
template <class... Args>
explicit IntegralImageOp(Args&&... args)
: Operator<Context>(std::forward<Args>(args)...) {}
USE_OPERATOR_CONTEXT_FUNCTIONS;
bool RunOnDevice() override;
};
template <typename T, class Context>
class IntegralImageGradientOp final : public Operator<Context> {
public:
template <class... Args>
explicit IntegralImageGradientOp(Args&&... args)
: Operator<Context>(std::forward<Args>(args)...) {}
USE_OPERATOR_CONTEXT_FUNCTIONS;
bool RunOnDevice() override;
protected:
Tensor row_pass_buffer_;
};
} // namespace caffe2
#endif // INTEGRAL_IMAGE_OP_H_