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/*
* Copyright (c) 2017-2018 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to
* deal in the Software without restriction, including without limitation the
* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
* sell copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
#include "helpers.h"
#if defined(FIXED_POINT_POSITION)
#include "fixed_point.h"
#endif // FIXED_POINT_POSITION
#if defined(DATA_TYPE) && defined(WIDTH_OUTPUT) && defined(ELEMENT_SIZE) && defined(WIDTH_INPUT)
#if !defined(FIXED_POINT_POSITION)
#if ELEMENT_SIZE == 1
#define COND_DATA_TYPE char
#elif ELEMENT_SIZE == 2
#define COND_DATA_TYPE short
#elif ELEMENT_SIZE == 4
#define COND_DATA_TYPE int
#else // ELEMENT_SIZE
#error "Element size not support"
#endif // ELEMENT_SIZE
/** This kernel performs a reshaping of the output of the convolution layer
*
* @note The data type must be passed at compile time using -DDATA_TYPE: e.g. -DDATA_TYPE=float
* @note The width of the input tensor must be passed at compile time using -DWIDTH_INPUT: e.g. -DWIDTH_INPUT=320
* @note The width of the output tensor must be passed at compile time using -DWIDTH_OUTPUT: e.g. -DWIDTH_OUTPUT=600
* @note The element size must be passed at compile time using -DELEMENT_SIZE: e.g. -DELEMENT_SIZE=4
*
* @param[in] src_ptr Pointer to the source tensor. Supported data types: QASYMM8/F16/F32
* @param[in] src_stride_x Stride of the source tensor in X dimension (in bytes)
* @param[in] src_step_x src_stride_x * number of elements along X processed per workitem(in bytes)
* @param[in] src_stride_y Stride of the source tensor in Y dimension (in bytes)
* @param[in] src_step_y src_stride_y * number of elements along Y processed per workitem(in bytes)
* @param[in] src_offset_first_element_in_bytes The offset of the first element in the source tensor
* @param[out] dst_ptr Pointer to the destination tensor. Supported data types: same as @p src_ptr
* @param[in] dst_stride_x Stride of the destination tensor in X dimension (in bytes)
* @param[in] dst_step_x dst_stride_x * number of elements along X processed per workitem(in bytes)
* @param[in] dst_stride_y Stride of the destination tensor in Y dimension (in bytes)
* @param[in] dst_step_y dst_stride_y * number of elements along Y processed per workitem(in bytes)
* @param[in] dst_stride_z Stride of the destination tensor in Z dimension (in bytes)
* @param[in] dst_step_z dst_stride_z * number of elements along Z processed per workitem(in bytes)
* @param[in] dst_offset_first_element_in_bytes The offset of the first element in the destination tensor
* @param[in] dst_stride_w Stride of the destination tensor in W dimension (in bytes)
*/
__kernel void col2im(
IMAGE_DECLARATION(src),
TENSOR3D_DECLARATION(dst),
uint dst_stride_w)
{
Image src = CONVERT_TO_IMAGE_STRUCT(src);
VEC_DATA_TYPE(DATA_TYPE, 8)
data = vload8(0, (__global DATA_TYPE *)src.ptr);
uint x = get_global_id(0) * 8;
uint8 x_clamped = x + (uint8)(0, 1, 2, 3, 4, 5, 6, 7);
VEC_DATA_TYPE(COND_DATA_TYPE, 8)
cond0 = CONVERT((x_clamped < WIDTH_INPUT), VEC_DATA_TYPE(COND_DATA_TYPE, 8));
// Clamp x if out-of-bounds
x_clamped = select((uint8)x, x_clamped, convert_int8(cond0));
// If out-of-bound, overwrite with the first element
data = select((VEC_DATA_TYPE(DATA_TYPE, 8))data.s0, data, cond0);
__global uchar *output_ptr = dst_ptr + dst_offset_first_element_in_bytes;
// Compute output offset
int idx = (get_global_id(1) / WIDTH_OUTPUT) * dst_stride_y + (get_global_id(1) % WIDTH_OUTPUT) * dst_stride_x + get_global_id(2) * dst_stride_w;
// Store value
*((__global DATA_TYPE *)(output_ptr + idx + x_clamped.s0 * dst_stride_z)) = data.s0;
*((__global DATA_TYPE *)(output_ptr + idx + x_clamped.s1 * dst_stride_z)) = data.s1;
*((__global DATA_TYPE *)(output_ptr + idx + x_clamped.s2 * dst_stride_z)) = data.s2;
*((__global DATA_TYPE *)(output_ptr + idx + x_clamped.s3 * dst_stride_z)) = data.s3;
*((__global DATA_TYPE *)(output_ptr + idx + x_clamped.s4 * dst_stride_z)) = data.s4;
*((__global DATA_TYPE *)(output_ptr + idx + x_clamped.s5 * dst_stride_z)) = data.s5;
*((__global DATA_TYPE *)(output_ptr + idx + x_clamped.s6 * dst_stride_z)) = data.s6;
*((__global DATA_TYPE *)(output_ptr + idx + x_clamped.s7 * dst_stride_z)) = data.s7;
}
#else // !defined(FIXED_POINT_POSITION)
/** This kernel performs a reshaping of the output of the convolution layer.
*
* @note The data type must be passed at compile time using -DDATA_TYPE: e.g. -DDATA_TYPE=qs8
* @note The width of the output tensor must be passed at compile time using -DWIDTH_OUTPUT: e.g. -DWIDTH_OUTPUT=320
*
* @param[in] src_ptr Pointer to the source tensor. Supported data types: QS8/QS16
* @param[in] src_stride_x Stride of the source tensor in X dimension (in bytes)
* @param[in] src_step_x src_stride_x * number of elements along X processed per workitem(in bytes)
* @param[in] src_stride_y Stride of the source tensor in Y dimension (in bytes)
* @param[in] src_step_y src_stride_y * number of elements along Y processed per workitem(in bytes)
* @param[in] src_offset_first_element_in_bytes The offset of the first element in the source tensor
* @param[out] dst_ptr Pointer to the destination tensor. Supported data types: same as @p src_ptr
* @param[in] dst_stride_x Stride of the destination tensor in X dimension (in bytes)
* @param[in] dst_step_x dst_stride_x * number of elements along X processed per workitem(in bytes)
* @param[in] dst_stride_y Stride of the destination tensor in Y dimension (in bytes)
* @param[in] dst_step_y dst_stride_y * number of elements along Y processed per workitem(in bytes)
* @param[in] dst_stride_z Stride of the destination tensor in Z dimension (in bytes)
* @param[in] dst_step_z dst_stride_z * number of elements along Z processed per workitem(in bytes)
* @param[in] dst_offset_first_element_in_bytes The offset of the first element in the destination tensor
* @param[in] dst_stride_w Stride of the destination tensor in W dimension (in bytes)
*/
__kernel void col2im(
IMAGE_DECLARATION(src),
TENSOR3D_DECLARATION(dst),
uint dst_stride_w)
{
Image src = CONVERT_TO_IMAGE_STRUCT(src);
Tensor3D dst = CONVERT_TO_TENSOR3D_STRUCT_NO_STEP(dst);
// Compute output offset
int idx = get_global_id(0) * dst.stride_z + (get_global_id(1) / WIDTH_OUTPUT) * dst_stride_y + (get_global_id(1) % WIDTH_OUTPUT) * dst_stride_x + get_global_id(2) * dst_stride_w;
// Store value
*((__global DATA_TYPE *)(dst.ptr + idx)) = *((__global DATA_TYPE *)(src.ptr));
}
#endif // !defined(FIXED_POINT_POSITION)
#endif // defined(DATA_TYPE) && defined(WIDTH_OUTPUT) && defined(ELEMENT_SIZE) && defined(WIDTH_INPUT)
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