tests/validation/reference/DeconvolutionLayer.h

/*
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#ifndef ARM_COMPUTE_TEST_DECONVOLUTION_LAYER_H
#define ARM_COMPUTE_TEST_DECONVOLUTION_LAYER_H

#include "tests/SimpleTensor.h"
#include "tests/validation/Helpers.h"

namespace arm_compute
{
namespace test
{
namespace validation
{
namespace reference
{
/** Deconvolution reference implementation.
 *
 * src              Input tensor. 3 lower dimensions represent a single input, and an optional 4th dimension for batch of inputs.
 *                  Data types supported: QASYMM8/QASYMM8_SIGNED/F32/F16.
 * weights          The 4d weights with dimensions [width, height, OFM, IFM]. Data type supported: Same as @p input, also could be QSYMM8_PER_CHANNEL if input is QASYMM8/QASYMM8_SIGNED.
 * bias             Optional, ignored if NULL. The biases have one dimension.
 *                  Data type supported: Same as @p input, except for input of QASYMM8/QASYMM8_SIGNED types where biases should be of S32 type
 * output_shape     Output tensor shape. The output has the same number of dimensions as the @p input.
 * info             Contains padding and policies to be used in the deconvolution, this is decribed in @ref PadStrideInfo.
 * a                The number of zeros added to right and top edges of the input.
 *
 */
template <typename T, typename TW, typename TB>
SimpleTensor<T> deconvolution_layer(const SimpleTensor<T> &src, const SimpleTensor<TW> &weights, const SimpleTensor<TB> &bias, const TensorShape &output_shape, const PadStrideInfo &info,
                                    QuantizationInfo out_qinfo = QuantizationInfo());
} // namespace reference
} // namespace validation
} // namespace test
} // namespace arm_compute
#endif /* ARM_COMPUTE_TEST_DECONVOLUTION_LAYER_H */