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authorSheri Zhang <sheri.zhang@arm.com>2020-10-27 00:24:07 +0000
committerSheri Zhang <sheri.zhang@arm.com>2020-10-28 10:57:17 +0000
commit1b50bd4d74d479f80c48ee1cd7b223245162aac3 (patch)
tree1d9e98455dcd2afd6bd0c009f4619a1a00e29642 /src/core/CL/cl_kernels/concatenate.cl
parent19a41bad7fbbc18fc9032753b234b1f7c632b2d5 (diff)
downloadComputeLibrary-1b50bd4d74d479f80c48ee1cd7b223245162aac3.tar.gz
COMPMID-3793: Remove OpenCL padding: CLWidthConcatenateLayerKernel
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I705044a9429bb9a08268368b09463c2af85616d5 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4253 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/CL/cl_kernels/concatenate.cl')
-rw-r--r--src/core/CL/cl_kernels/concatenate.cl25
1 files changed, 15 insertions, 10 deletions
diff --git a/src/core/CL/cl_kernels/concatenate.cl b/src/core/CL/cl_kernels/concatenate.cl
index 0f4b5afe2c..7c6c8d211a 100644
--- a/src/core/CL/cl_kernels/concatenate.cl
+++ b/src/core/CL/cl_kernels/concatenate.cl
@@ -278,11 +278,12 @@ __kernel void concatenate_width_x4(
#endif /* defined(INPUT1_WIDTH) */
#endif /* defined(DEPTH) && defined(ELEMENT_SIZE) */
-#if defined(WIDTH_OFFSET) && defined(DEPTH)
+#if defined(WIDTH_OFFSET) && defined(DEPTH) && defined(VEC_SIZE) && defined(VEC_SIZE_LEFTOVER)
/** This kernel concatenates the input tensor into the output tensor along the first dimension
*
* @note The data type has to be passed at compile time using -DDATA_TYPE. i.e. -DDATA_TYPE=float
* @note Vector size has to be passed at compile time using -DVEC_SIZE. i.e. -DVEC_SIZE=16
+ * @note Leftover vector size has to be passed at compile time using -DVEC_SIZE_LEFTOVER. e.g. -DVEC_SIZE_LEFTOVER=3. It is defined as the remainder between the input's first dimension and VEC_SIZE
* @note The offset for the first spatial dimension has to be passed at compile time using -DWIDTH_OFFSET. i.e. -DWIDTH_OFFSET=128
* @note Tensor depth should be given as a preprocessor argument using -DDEPTH=size. e.g. -DDEPTH=16
*
@@ -312,23 +313,27 @@ __kernel void concatenate_width(
TENSOR4D_DECLARATION(src),
TENSOR4D_DECLARATION(dst))
{
- Tensor4D src = CONVERT_TO_TENSOR4D_STRUCT(src, DEPTH);
- Tensor4D dst = CONVERT_TO_TENSOR4D_STRUCT(dst, DEPTH);
+ // Calculate input indices
+ const int x = max((int)(get_global_id(0) * VEC_SIZE - (VEC_SIZE - VEC_SIZE_LEFTOVER) % VEC_SIZE), 0);
+ const int y = get_global_id(1);
+ const int z = get_global_id(2) % (int)DEPTH;
+ const int w = get_global_id(2) / (int)DEPTH;
+
+ __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + x * sizeof(DATA_TYPE) + y * src_stride_y + z * src_stride_z + w * src_stride_w;
+ __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x * sizeof(DATA_TYPE) + y * dst_stride_y + z * dst_stride_z + w * dst_stride_w;
VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)
- source_values = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)src.ptr);
+ source_values0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)src_addr);
#if defined(OFFSET_IN1) && defined(OFFSET_OUT) && defined(SCALE_IN1) && defined(SCALE_OUT)
- const VEC_QUANT out = requantize(source_values, OFFSET_IN1, OFFSET_OUT, SCALE_IN1, SCALE_OUT);
- VSTORE(VEC_SIZE)
- (out, 0, (__global DATA_TYPE *)(dst.ptr) + WIDTH_OFFSET);
+ const VEC_QUANT out0 = requantize(source_values0, OFFSET_IN1, OFFSET_OUT, SCALE_IN1, SCALE_OUT);
+ STORE_VECTOR_SELECT(out, DATA_TYPE, dst_addr + WIDTH_OFFSET * sizeof(DATA_TYPE), VEC_SIZE, VEC_SIZE_LEFTOVER, VEC_SIZE_LEFTOVER != 0 && get_global_id(0) == 0)
#else /* defined(OFFSET_IN1) && defined(OFFSET_OUT) && defined(SCALE_IN1) && defined(SCALE_OUT) */
- VSTORE(VEC_SIZE)
- (source_values, 0, (__global DATA_TYPE *)(dst.ptr) + WIDTH_OFFSET);
+ STORE_VECTOR_SELECT(source_values, DATA_TYPE, dst_addr + WIDTH_OFFSET * sizeof(DATA_TYPE), VEC_SIZE, VEC_SIZE_LEFTOVER, VEC_SIZE_LEFTOVER != 0 && get_global_id(0) == 0)
#endif /* defined(OFFSET_IN1) && defined(OFFSET_OUT) && defined(SCALE_IN1) && defined(SCALE_OUT) */
}
-#endif /* defined(WIDTH_OFFSET) && defined(DEPTH) */
+#endif /* defined(WIDTH_OFFSET) && defined(DEPTH) && defined(VEC_SIZE) && defined(VEC_SIZE_LEFTOVER)*/
#if defined(VEC_SIZE_LEFTOVER)