diff options
Diffstat (limited to 'src/core/CL/kernels/CLROIAlignLayerKernel.cpp')
-rw-r--r-- | src/core/CL/kernels/CLROIAlignLayerKernel.cpp | 51 |
1 files changed, 37 insertions, 14 deletions
diff --git a/src/core/CL/kernels/CLROIAlignLayerKernel.cpp b/src/core/CL/kernels/CLROIAlignLayerKernel.cpp index 69a6fa5fa0..c97910ef79 100644 --- a/src/core/CL/kernels/CLROIAlignLayerKernel.cpp +++ b/src/core/CL/kernels/CLROIAlignLayerKernel.cpp @@ -31,6 +31,7 @@ #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/utils/misc/ShapeCalculator.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" @@ -42,24 +43,29 @@ namespace arm_compute { namespace { -Status validate_arguments(const ITensorInfo *input, const ITensorInfo *rois, ITensorInfo *output, const ROIPoolingLayerInfo &pool_info) +Status validate_arguments(const ITensorInfo *input, + const ITensorInfo *rois, + ITensorInfo *output, + const ROIPoolingLayerInfo &pool_info) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, rois, output); ARM_COMPUTE_RETURN_ERROR_ON(rois->dimension(0) != 5); ARM_COMPUTE_RETURN_ERROR_ON(rois->num_dimensions() > 2); ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(input); - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QASYMM8, DataType::QASYMM8_SIGNED, DataType::F32, DataType::F16); + ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QASYMM8, DataType::QASYMM8_SIGNED, + DataType::F32, DataType::F16); ARM_COMPUTE_RETURN_ERROR_ON_DATA_LAYOUT_NOT_IN(input, DataLayout::NHWC, DataLayout::NCHW); 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_MISMATCHING_DATA_LAYOUT(input, output); - ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(compute_roi_align_shape(*input, *rois, pool_info), output->tensor_shape()); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(compute_roi_align_shape(*input, *rois, pool_info), + output->tensor_shape()); } - if(is_data_type_quantized_asymmetric(input->data_type())) + if (is_data_type_quantized_asymmetric(input->data_type())) { ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(rois, 1, DataType::QASYMM16); @@ -82,12 +88,19 @@ CLROIAlignLayerKernel::CLROIAlignLayerKernel() _type = CLKernelType::ELEMENTWISE; } -void CLROIAlignLayerKernel::configure(const ICLTensor *input, const ICLTensor *rois, ICLTensor *output, const ROIPoolingLayerInfo &pool_info) +void CLROIAlignLayerKernel::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 CLROIAlignLayerKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *rois, ICLTensor *output, const ROIPoolingLayerInfo &pool_info) +void CLROIAlignLayerKernel::configure(const CLCompileContext &compile_context, + const ICLTensor *input, + const ICLTensor *rois, + ICLTensor *output, + const ROIPoolingLayerInfo &pool_info) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output, rois); ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input->info(), rois->info(), output->info(), pool_info)); @@ -97,7 +110,7 @@ void CLROIAlignLayerKernel::configure(const CLCompileContext &compile_context, c auto_init_if_empty(*output->info(), output_shape, 1, input->info()->data_type()); output->info()->set_data_layout(input->info()->data_layout()); - auto padding_info = get_padding_info({ input, rois, output }); + auto padding_info = get_padding_info({input, rois, output}); _input = input; _output = output; @@ -111,16 +124,23 @@ void CLROIAlignLayerKernel::configure(const CLCompileContext &compile_context, c CLBuildOptions build_opts; build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(data_type)); build_opts.add_option("-DDATA_SIZE=" + get_data_size_from_data_type(input->info()->data_type())); - build_opts.add_option("-DMAX_DIM_X=" + support::cpp11::to_string(_input->info()->dimension(get_data_layout_dimension_index(input->info()->data_layout(), DataLayoutDimension::WIDTH)))); - build_opts.add_option("-DMAX_DIM_Y=" + support::cpp11::to_string(_input->info()->dimension(get_data_layout_dimension_index(input->info()->data_layout(), DataLayoutDimension::HEIGHT)))); - build_opts.add_option("-DMAX_DIM_Z=" + support::cpp11::to_string(_input->info()->dimension(get_data_layout_dimension_index(input->info()->data_layout(), DataLayoutDimension::CHANNEL)))); + build_opts.add_option("-DMAX_DIM_X=" + + support::cpp11::to_string(_input->info()->dimension(get_data_layout_dimension_index( + input->info()->data_layout(), DataLayoutDimension::WIDTH)))); + build_opts.add_option("-DMAX_DIM_Y=" + + support::cpp11::to_string(_input->info()->dimension(get_data_layout_dimension_index( + input->info()->data_layout(), DataLayoutDimension::HEIGHT)))); + build_opts.add_option("-DMAX_DIM_Z=" + + support::cpp11::to_string(_input->info()->dimension(get_data_layout_dimension_index( + input->info()->data_layout(), DataLayoutDimension::CHANNEL)))); build_opts.add_option("-DPOOLED_DIM_X=" + support::cpp11::to_string(pool_info.pooled_width())); build_opts.add_option("-DPOOLED_DIM_Y=" + support::cpp11::to_string(pool_info.pooled_height())); build_opts.add_option("-DSPATIAL_SCALE=" + float_to_string_with_full_precision(pool_info.spatial_scale())); build_opts.add_option_if(input->info()->data_layout() == DataLayout::NHWC, "-DNHWC"); - build_opts.add_option_if(pool_info.sampling_ratio() > 0, "-DSAMPLING_RATIO=" + support::cpp11::to_string(pool_info.sampling_ratio())); + build_opts.add_option_if(pool_info.sampling_ratio() > 0, + "-DSAMPLING_RATIO=" + support::cpp11::to_string(pool_info.sampling_ratio())); - if(is_qasymm) + if (is_qasymm) { const UniformQuantizationInfo iq_info = input->info()->quantization_info().uniform(); const UniformQuantizationInfo roisq_info = rois->info()->quantization_info().uniform(); @@ -144,7 +164,10 @@ void CLROIAlignLayerKernel::configure(const CLCompileContext &compile_context, c ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); } -Status CLROIAlignLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *rois, ITensorInfo *output, const ROIPoolingLayerInfo &pool_info) +Status CLROIAlignLayerKernel::validate(const ITensorInfo *input, + const ITensorInfo *rois, + ITensorInfo *output, + const ROIPoolingLayerInfo &pool_info) { ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, rois, output, pool_info)); return Status{}; |