diff options
Diffstat (limited to 'src/core/CL/kernels/CLROIPoolingLayerKernel.cpp')
| -rw-r--r-- | src/core/CL/kernels/CLROIPoolingLayerKernel.cpp | 42 |
1 files changed, 30 insertions, 12 deletions
diff --git a/src/core/CL/kernels/CLROIPoolingLayerKernel.cpp b/src/core/CL/kernels/CLROIPoolingLayerKernel.cpp index 7a843d65a2..1b2c414a49 100644 --- a/src/core/CL/kernels/CLROIPoolingLayerKernel.cpp +++ b/src/core/CL/kernels/CLROIPoolingLayerKernel.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017-2021 Arm Limited. + * Copyright (c) 2017-2021, 2023 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -30,6 +30,8 @@ #include "arm_compute/core/Helpers.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Utils.h" +#include "arm_compute/core/utils/StringUtils.h" + #include "src/core/CL/CLValidate.h" #include "src/core/helpers/AutoConfiguration.h" #include "src/core/helpers/WindowHelpers.h" @@ -44,9 +46,13 @@ namespace arm_compute CLROIPoolingLayerKernel::CLROIPoolingLayerKernel() : _input(nullptr), _rois(nullptr), _output(nullptr), _pool_info(0, 0, 0.f) { + _type = CLKernelType::ELEMENTWISE; } -Status CLROIPoolingLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *rois, const ITensorInfo *output, const ROIPoolingLayerInfo &pool_info) +Status CLROIPoolingLayerKernel::validate(const ITensorInfo *input, + const ITensorInfo *rois, + const ITensorInfo *output, + const ROIPoolingLayerInfo &pool_info) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, rois, output); @@ -59,10 +65,11 @@ Status CLROIPoolingLayerKernel::validate(const ITensorInfo *input, const ITensor ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F32, DataType::F16, DataType::QASYMM8); ARM_COMPUTE_RETURN_ERROR_ON((pool_info.pooled_width() == 0) || (pool_info.pooled_height() == 0)); - if(output->total_size() != 0) + if (output->total_size() != 0) { ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); - ARM_COMPUTE_RETURN_ERROR_ON((output->dimension(0) != pool_info.pooled_width()) || (output->dimension(1) != pool_info.pooled_height())); + ARM_COMPUTE_RETURN_ERROR_ON((output->dimension(0) != pool_info.pooled_width()) || + (output->dimension(1) != pool_info.pooled_height())); ARM_COMPUTE_RETURN_ERROR_ON(input->dimension(2) != output->dimension(2)); ARM_COMPUTE_RETURN_ERROR_ON(rois->dimension(1) != output->dimension(3)); } @@ -70,20 +77,30 @@ Status CLROIPoolingLayerKernel::validate(const ITensorInfo *input, const ITensor return Status{}; } -void CLROIPoolingLayerKernel::configure(const ICLTensor *input, const ICLTensor *rois, ICLTensor *output, const ROIPoolingLayerInfo &pool_info) +void CLROIPoolingLayerKernel::configure(const ICLTensor *input, + const ICLTensor *rois, + ICLTensor *output, + const ROIPoolingLayerInfo &pool_info) { configure(CLKernelLibrary::get().get_compile_context(), input, rois, output, pool_info); } -void CLROIPoolingLayerKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *rois, const ICLTensor *output, const ROIPoolingLayerInfo &pool_info) +void CLROIPoolingLayerKernel::configure(const CLCompileContext &compile_context, + const ICLTensor *input, + const ICLTensor *rois, + const ICLTensor *output, + const ROIPoolingLayerInfo &pool_info) { - ARM_COMPUTE_ERROR_THROW_ON(CLROIPoolingLayerKernel::validate(input->info(), rois->info(), output->info(), pool_info)); + ARM_COMPUTE_ERROR_THROW_ON( + CLROIPoolingLayerKernel::validate(input->info(), rois->info(), output->info(), pool_info)); - auto padding_info = get_padding_info({ input, rois, output }); + auto padding_info = get_padding_info({input, rois, output}); // Output auto initialization if not yet initialized - TensorShape output_shape(pool_info.pooled_width(), pool_info.pooled_height(), input->info()->dimension(2), rois->info()->dimension(1)); - auto_init_if_empty(*(output->info()), output_shape, 1, input->info()->data_type(), output->info()->quantization_info()); + TensorShape output_shape(pool_info.pooled_width(), pool_info.pooled_height(), input->info()->dimension(2), + rois->info()->dimension(1)); + auto_init_if_empty(*(output->info()), output_shape, 1, input->info()->data_type(), + output->info()->quantization_info()); // Set instance variables _input = input; @@ -105,11 +122,12 @@ void CLROIPoolingLayerKernel::configure(const CLCompileContext &compile_context, build_opts.add_option("-DPOOLED_DIM_Y=" + support::cpp11::to_string(pool_info.pooled_height())); build_opts.add_option("-DSPATIAL_SCALE=" + support::cpp11::to_string(pool_info.spatial_scale())); - if(is_qasymm) + if (is_qasymm) { // Determine quantization info scale, offset UniformQuantizationInfo uqinfo = UniformQuantizationInfo(); - uqinfo = compute_requantization_scale_offset(_input->info()->quantization_info().uniform(), _output->info()->quantization_info().uniform()); + uqinfo = compute_requantization_scale_offset(_input->info()->quantization_info().uniform(), + _output->info()->quantization_info().uniform()); build_opts.add_option("-DOFFSET_OUT=" + float_to_string_with_full_precision(uqinfo.offset)); build_opts.add_option("-DSCALE_OUT=" + float_to_string_with_full_precision(uqinfo.scale)); |