diff options
Diffstat (limited to 'src/core/CL/cl_kernels/normalize_planar_yuv_layer.cl')
-rw-r--r-- | src/core/CL/cl_kernels/normalize_planar_yuv_layer.cl | 24 |
1 files changed, 12 insertions, 12 deletions
diff --git a/src/core/CL/cl_kernels/normalize_planar_yuv_layer.cl b/src/core/CL/cl_kernels/normalize_planar_yuv_layer.cl index f803f5288e..0a098356b4 100644 --- a/src/core/CL/cl_kernels/normalize_planar_yuv_layer.cl +++ b/src/core/CL/cl_kernels/normalize_planar_yuv_layer.cl @@ -1,5 +1,5 @@ /* - * Copyright (c) 2018 Arm Limited. + * Copyright (c) 2018-2021 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -84,6 +84,7 @@ __kernel void normalize_planar_yuv_layer_nchw(TENSOR3D_DECLARATION(src), * * @note Data type should be given as a preprocessor argument using -DDATA_TYPE=type. e.g. -DDATA_TYPE=float * @note Vector size should be given as a preprocessor argument using -DVEC_SIZE e.g. -DVEC_SIZE=8 + * @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 * * @param[in] src_ptr Pointer to the first source tensor. Supported data types: F16/F32 * @param[in] src_stride_x Stride of the first source tensor in X dimension (in bytes) @@ -115,20 +116,19 @@ __kernel void normalize_planar_yuv_layer_nhwc(TENSOR3D_DECLARATION(src), VECTOR_DECLARATION(mean), VECTOR_DECLARATION(std)) { - Tensor3D src = CONVERT_TO_TENSOR3D_STRUCT(src); - Tensor3D dst = CONVERT_TO_TENSOR3D_STRUCT(dst); - Vector mean = CONVERT_TO_VECTOR_STRUCT(mean); - Vector std = CONVERT_TO_VECTOR_STRUCT(std); + uint x_offs = max((int)(get_global_id(0) * VEC_SIZE * sizeof(DATA_TYPE) - (VEC_SIZE - VEC_SIZE_LEFTOVER) % VEC_SIZE * sizeof(DATA_TYPE)), 0); - const uint current_slice = get_global_id(0); + __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + x_offs + get_global_id(1) * src_stride_y + get_global_id(2) * src_stride_z; + __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x_offs + get_global_id(1) * dst_stride_y + get_global_id(2) * dst_stride_z; + __global uchar *mean_addr = mean_ptr + mean_offset_first_element_in_bytes + x_offs; + __global uchar *std_addr = std_ptr + std_offset_first_element_in_bytes + x_offs; - const TYPE curr_mean = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(mean.ptr + current_slice * VEC_SIZE * sizeof(DATA_TYPE))); - const TYPE curr_std = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(std.ptr + current_slice * VEC_SIZE * sizeof(DATA_TYPE))); + const TYPE curr_mean = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)mean_addr); + const TYPE curr_std = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)std_addr); - TYPE data = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)src.ptr); - TYPE res = (data - curr_mean) / curr_std; + TYPE data = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)src_addr); + TYPE res0 = (data - curr_mean) / curr_std; - VSTORE(VEC_SIZE) - (res, 0, (__global DATA_TYPE *)dst.ptr); + STORE_VECTOR_SELECT(res, DATA_TYPE, dst_addr, VEC_SIZE, VEC_SIZE_LEFTOVER, VEC_SIZE_LEFTOVER != 0 && get_global_id(0) == 0); } #endif // defined(DATA_TYPE) && defined(VEC_SIZE) |