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diff --git a/src/core/CL/cl_kernels/pixelwise_mul_int.cl b/src/core/CL/cl_kernels/pixelwise_mul_int.cl
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-/*
- * Copyright (c) 2016-2021 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(SATURATE)
-#define CONVERT_OP_INT_STR(x, type, size) (convert_##type##size##_sat(x))
-#else // SATURATE
-#define CONVERT_OP_INT_STR(x, type, size) (convert_##type##size(x))
-#endif // SATURATE
-#define CONVERT_OP_INT(x, type, size) CONVERT_OP_INT_STR(x, type, size)
-
-#define MUL_OP(x, y, scale, type, size) CONVERT_OP_INT((x) * (y) >> scale, type, size)
-
-#define CONVERT_RTE(x, type) (convert_##type##_rte((x)))
-#define CONVERT_DOWN(x, type) CONVERT_RTE(x, type)
-
-#if defined(DATA_TYPE_IN1) && defined(DATA_TYPE_IN2) && defined(ACC_DATA_TYPE) && defined(DATA_TYPE_OUT)
-
-#define VEC_ACC_TYPE VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE_OUT)
-#define VEC_OUT_TYPE VEC_DATA_TYPE(DATA_TYPE_OUT, VEC_SIZE_OUT)
-
-/** Performs a pixelwise multiplication with integer scale of integer inputs.
- *
- * @attention The inputs and output data types need to be passed at compile time using -DDATA_TYPE_IN1, -DDATA_TYPE_IN2 and -DDATA_TYPE_OUT:
- * e.g. -DDATA_TYPE_IN1=uchar -DDATA_TYPE_IN2=ushort -DDATA_TYPE_OUT=short
- * @attention The data_type of the intermediate result of the multiplication should passed as well using -DACC_DATA_TYPE.
- * e.g. If one of inputs is S16 -DACC_DATA_TYPE=int should be passed else -DACC_DATA_TYPE=short.
- *
- * @param[in] in1_ptr Pointer to the source image. Supported data types: U8/S16
- * @param[in] in1_stride_x Stride of the source image in X dimension (in bytes)
- * @param[in] in1_step_x in1_stride_x * number of elements along X processed per workitem(in bytes)
- * @param[in] in1_stride_y Stride of the source image in Y dimension (in bytes)
- * @param[in] in1_step_y in1_stride_y * number of elements along Y processed per workitem(in bytes)
- * @param[in] in1_stride_z Stride of the source image in Y dimension (in bytes)
- * @param[in] in1_step_z in1_stride_z * number of elements along Y processed per workitem(in bytes)
- * @param[in] in1_offset_first_element_in_bytes The offset of the first element in the source image
- * @param[in] in2_ptr Pointer to the source image. Supported data types: same as @p in1_ptr
- * @param[in] in2_stride_x Stride of the source image in X dimension (in bytes)
- * @param[in] in2_step_x in2_stride_x * number of elements along X processed per workitem(in bytes)
- * @param[in] in2_stride_y Stride of the source image in Y dimension (in bytes)
- * @param[in] in2_step_y in2_stride_y * number of elements along Y processed per workitem(in bytes)
- * @param[in] in2_stride_z Stride of the source image in Y dimension (in bytes)
- * @param[in] in2_step_z in2_stride_z * number of elements along Y processed per workitem(in bytes)
- * @param[in] in2_offset_first_element_in_bytes The offset of the first element in the source image
- * @param[out] out_ptr Pointer to the destination image. Supported data types: same as @p in1_ptr
- * @param[in] out_stride_x Stride of the destination image in X dimension (in bytes)
- * @param[in] out_step_x out_stride_x * number of elements along X processed per workitem(in bytes)
- * @param[in] out_stride_y Stride of the destination image in Y dimension (in bytes)
- * @param[in] out_step_y out_stride_y * number of elements along Y processed per workitem(in bytes)
- * @param[in] out_stride_z Stride of the destination image in Y dimension (in bytes)
- * @param[in] out_step_z out_stride_z * number of elements along Y processed per workitem(in bytes)
- * @param[in] out_offset_first_element_in_bytes The offset of the first element in the destination image
- * @param[in] scale Integer scaling factor. Supported data types: S32.
- */
-__kernel void pixelwise_mul_int(
- TENSOR3D_DECLARATION(in1),
- TENSOR3D_DECLARATION(in2),
- TENSOR3D_DECLARATION(out),
- const uint scale)
-{
- size_t x = max((int)(get_global_id(0) * VEC_SIZE_OUT - (VEC_SIZE_OUT - VEC_SIZE_LEFTOVER) % VEC_SIZE_OUT), 0);
- size_t y = get_global_id(1);
- size_t z = get_global_id(2);
-
- __global uchar *in1_addr = in1_ptr + in1_offset_first_element_in_bytes + x * in1_stride_x + y * in1_stride_y + z * in1_stride_z;
- __global uchar *in2_addr = in2_ptr + in2_offset_first_element_in_bytes + x * in2_stride_x + y * in2_stride_y + z * in2_stride_z;
- __global uchar *out_addr = out_ptr + out_offset_first_element_in_bytes + x * out_stride_x + y * out_stride_y + z * out_stride_z;
-
- // Load data
- VEC_ACC_TYPE in1_data = CONVERT((VEC_DATA_TYPE(DATA_TYPE_IN1, VEC_SIZE_OUT))VLOAD(VEC_SIZE_IN1)(0, (__global DATA_TYPE_IN1 *)in1_addr), VEC_ACC_TYPE);
- VEC_ACC_TYPE in2_data = CONVERT((VEC_DATA_TYPE(DATA_TYPE_IN2, VEC_SIZE_OUT))VLOAD(VEC_SIZE_IN2)(0, (__global DATA_TYPE_IN2 *)in2_addr), VEC_ACC_TYPE);
- // Perform multiplication and store result
- VEC_OUT_TYPE out_data0 = MUL_OP(in1_data, in2_data, scale, DATA_TYPE_OUT, VEC_SIZE_OUT);
- STORE_VECTOR_SELECT(out_data, DATA_TYPE_OUT, out_addr, VEC_SIZE_OUT, VEC_SIZE_LEFTOVER, VEC_SIZE_LEFTOVER != 0 && get_global_id(0) == 0);
-}
-#endif /* defined(DATA_TYPE_IN1) && defined(DATA_TYPE_IN2) && defined(ACC_DATA_TYPE) && defined(DATA_TYPE_OUT) */
-
-#if defined(SCALE_IN1) && defined(SCALE_IN2) && defined(SCALE_OUT) && defined(DATA_TYPE_OUT) && defined(VEC_SIZE_OUT)
-
-#define VEC_FLOAT VEC_DATA_TYPE(float, VEC_SIZE_OUT)
-#define VEC_INT VEC_DATA_TYPE(int, VEC_SIZE_OUT)
-#define VEC_TYPE VEC_DATA_TYPE(DATA_TYPE_OUT, VEC_SIZE_OUT)
-
-/** Performs a pixelwise multiplication with float scale of quantized inputs.
- *
- * @note The quantization offset of the first operand must be passed at compile time only if asymmetric using -DOFFSET_IN1, e.g. -DOFFSET_IN1=10
- * @note The quantization offset of the second operand must be passed at compile time only if asymmetric using -DOFFSET_IN2, e.g. -DOFFSET_IN2=10
- * @note The quantization offset of the output must be passed at compile time only if asymmetric using -DOFFSET_OUT, e.g. -DOFFSET_OUT=10
- * @note The quantization scale of the first operand must be passed at compile time using -DSCALE_IN1, e.g. -DSCALE_IN1=10
- * @note The quantization scale of the second operand must be passed at compile time using -DSCALE_IN2, e.g. -DSCALE_IN2=10
- * @note The quantization scale of the output must be passed at compile time using -DSCALE_OUT, e.g. -DSCALE_OUT=10
- * @note To perform saturating operation -DSATURATE has to be passed to the compiler otherwise wrapping policy will be used.
- * @attention The data type must be passed at compile time using -DDATA_TYPE_OUT, i.e. -DDATA_TYPE_OUT=uchar
- * @attention Vector size should be given as a preprocessor argument using -DVEC_SIZE=size. e.g. -DVEC_SIZE=16
- *
- * @param[in] in1_ptr Pointer to the source image. Supported data types: QASYMM8/QASYMM8_SIGNED/QSYMM16
- * @param[in] in1_stride_x Stride of the source image in X dimension (in bytes)
- * @param[in] in1_step_x in1_stride_x * number of elements along X processed per workitem(in bytes)
- * @param[in] in1_stride_y Stride of the source image in Y dimension (in bytes)
- * @param[in] in1_step_y in1_stride_y * number of elements along Y processed per workitem(in bytes)
- * @param[in] in1_stride_z Stride of the source image in Y dimension (in bytes)
- * @param[in] in1_step_z in1_stride_z * number of elements along Y processed per workitem(in bytes)
- * @param[in] in1_offset_first_element_in_bytes The offset of the first element in the source image
- * @param[in] in2_ptr Pointer to the source image. Supported data types: same as @p in1_ptr
- * @param[in] in2_stride_x Stride of the source image in X dimension (in bytes)
- * @param[in] in2_step_x in2_stride_x * number of elements along X processed per workitem(in bytes)
- * @param[in] in2_stride_y Stride of the source image in Y dimension (in bytes)
- * @param[in] in2_step_y in2_stride_y * number of elements along Y processed per workitem(in bytes)
- * @param[in] in2_stride_z Stride of the source image in Y dimension (in bytes)
- * @param[in] in2_step_z in2_stride_z * number of elements along Y processed per workitem(in bytes)
- * @param[in] in2_offset_first_element_in_bytes The offset of the first element in the source image
- * @param[out] out_ptr Pointer to the destination image. Supported data types: same as @p in1_ptr
- * @param[in] out_stride_x Stride of the destination image in X dimension (in bytes)
- * @param[in] out_step_x out_stride_x * number of elements along X processed per workitem(in bytes)
- * @param[in] out_stride_y Stride of the destination image in Y dimension (in bytes)
- * @param[in] out_step_y out_stride_y * number of elements along Y processed per workitem(in bytes)
- * @param[in] out_stride_z Stride of the destination image in Y dimension (in bytes)
- * @param[in] out_step_z out_stride_z * number of elements along Y processed per workitem(in bytes)
- * @param[in] out_offset_first_element_in_bytes The offset of the first element in the destination image
- * @param[in] scale Float scaling factor. Supported data types: F32
- */
-__kernel void pixelwise_mul_quantized(
- TENSOR3D_DECLARATION(in1),
- TENSOR3D_DECLARATION(in2),
- TENSOR3D_DECLARATION(out),
- const float scale)
-{
- size_t x = max((int)(get_global_id(0) * VEC_SIZE_OUT - (VEC_SIZE_OUT - VEC_SIZE_LEFTOVER) % VEC_SIZE_OUT), 0);
- size_t y = get_global_id(1);
- size_t z = get_global_id(2);
-
- __global uchar *in1_addr = in1_ptr + in1_offset_first_element_in_bytes + x * in1_stride_x + y * in1_stride_y + z * in1_stride_z;
- __global uchar *in2_addr = in2_ptr + in2_offset_first_element_in_bytes + x * in2_stride_x + y * in2_stride_y + z * in2_stride_z;
- __global uchar *out_addr = out_ptr + out_offset_first_element_in_bytes + x * out_stride_x + y * out_stride_y + z * out_stride_z;
-
- // Load data
- VEC_INT in_a = CONVERT((VEC_TYPE)(VLOAD(VEC_SIZE_IN1)(0, (__global DATA_TYPE_OUT *)in1_addr)), VEC_INT);
- VEC_INT in_b = CONVERT((VEC_TYPE)(VLOAD(VEC_SIZE_IN2)(0, (__global DATA_TYPE_OUT *)in2_addr)), VEC_INT);
-
- // Dequantize
-#if defined(OFFSET_IN1)
- in_a -= (VEC_INT)((int)OFFSET_IN1);
-#endif // defined(OFFSET_IN1)
-#if defined(OFFSET_IN2)
- in_b -= (VEC_INT)((int)OFFSET_IN2);
-#endif // defined(OFFSET_IN2)
- const VEC_FLOAT in1f32 = CONVERT(in_a, VEC_FLOAT) * (VEC_FLOAT)((float)SCALE_IN1);
- const VEC_FLOAT in2f32 = CONVERT(in_b, VEC_FLOAT) * (VEC_FLOAT)((float)SCALE_IN2);
-
-#if defined(OFFSET_OUT)
- const VEC_FLOAT qresf32 = (in1f32 * in2f32 * scale) / ((VEC_FLOAT)(float)SCALE_OUT) + ((VEC_FLOAT)((float)OFFSET_OUT));
-#else // defined(OFFSET_OUT)
- const VEC_FLOAT qresf32 = (in1f32 * in2f32 * scale) / ((VEC_FLOAT)(float)SCALE_OUT);
-#endif // defined(OFFSET_OUT)
- const VEC_TYPE res0 = CONVERT_SAT(CONVERT_DOWN(qresf32, VEC_INT), VEC_TYPE);
-
- // Store result
- STORE_VECTOR_SELECT(res, DATA_TYPE_OUT, out_addr, VEC_SIZE_OUT, VEC_SIZE_LEFTOVER, VEC_SIZE_LEFTOVER != 0 && get_global_id(0) == 0);
-}
-#endif /* defined(SCALE_IN1) && defined(SCALE_IN2) && defined(SCALE_OUT) && defined(DATA_TYPE_OUT) && defined(VEC_SIZE_OUT) */