diff options
Diffstat (limited to 'src/core/CL/kernels/CLBoundingBoxTransformKernel.cpp')
| -rw-r--r-- | src/core/CL/kernels/CLBoundingBoxTransformKernel.cpp | 46 |
1 files changed, 32 insertions, 14 deletions
diff --git a/src/core/CL/kernels/CLBoundingBoxTransformKernel.cpp b/src/core/CL/kernels/CLBoundingBoxTransformKernel.cpp index 1bf0dc7445..f32c518e29 100644 --- a/src/core/CL/kernels/CLBoundingBoxTransformKernel.cpp +++ b/src/core/CL/kernels/CLBoundingBoxTransformKernel.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2018-2021 Arm Limited. + * Copyright (c) 2018-2021, 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" @@ -39,7 +41,10 @@ namespace arm_compute { namespace { -Status validate_arguments(const ITensorInfo *boxes, const ITensorInfo *pred_boxes, const ITensorInfo *deltas, const BoundingBoxTransformInfo &info) +Status validate_arguments(const ITensorInfo *boxes, + const ITensorInfo *pred_boxes, + const ITensorInfo *deltas, + const BoundingBoxTransformInfo &info) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(boxes, pred_boxes, deltas); ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(boxes); @@ -52,7 +57,7 @@ Status validate_arguments(const ITensorInfo *boxes, const ITensorInfo *pred_boxe ARM_COMPUTE_RETURN_ERROR_ON(boxes->num_dimensions() > 2); const bool is_qasymm16 = boxes->data_type() == DataType::QASYMM16; - if(is_qasymm16) + if (is_qasymm16) { const UniformQuantizationInfo boxes_qinfo = boxes->quantization_info().uniform(); ARM_COMPUTE_RETURN_ERROR_ON(boxes_qinfo.scale != 0.125f); @@ -64,12 +69,12 @@ Status validate_arguments(const ITensorInfo *boxes, const ITensorInfo *pred_boxe ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(boxes, deltas); } - if(pred_boxes->total_size() > 0) + if (pred_boxes->total_size() > 0) { ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(pred_boxes->tensor_shape(), deltas->tensor_shape()); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(pred_boxes, boxes); ARM_COMPUTE_RETURN_ERROR_ON(pred_boxes->num_dimensions() > 2); - if(is_qasymm16) + if (is_qasymm16) { const UniformQuantizationInfo pred_boxes_qinfo = pred_boxes->quantization_info().uniform(); ARM_COMPUTE_RETURN_ERROR_ON(pred_boxes_qinfo.scale != 0.125f); @@ -82,21 +87,31 @@ Status validate_arguments(const ITensorInfo *boxes, const ITensorInfo *pred_boxe } } // namespace -CLBoundingBoxTransformKernel::CLBoundingBoxTransformKernel() - : _boxes(nullptr), _pred_boxes(nullptr), _deltas(nullptr) +CLBoundingBoxTransformKernel::CLBoundingBoxTransformKernel() : _boxes(nullptr), _pred_boxes(nullptr), _deltas(nullptr) { + _type = CLKernelType::ELEMENTWISE; } -void CLBoundingBoxTransformKernel::configure(const ICLTensor *boxes, ICLTensor *pred_boxes, const ICLTensor *deltas, const BoundingBoxTransformInfo &info) +void CLBoundingBoxTransformKernel::configure(const ICLTensor *boxes, + ICLTensor *pred_boxes, + const ICLTensor *deltas, + const BoundingBoxTransformInfo &info) { configure(CLKernelLibrary::get().get_compile_context(), boxes, pred_boxes, deltas, info); } -void CLBoundingBoxTransformKernel::configure(const CLCompileContext &compile_context, const ICLTensor *boxes, ICLTensor *pred_boxes, const ICLTensor *deltas, const BoundingBoxTransformInfo &info) +void CLBoundingBoxTransformKernel::configure(const CLCompileContext &compile_context, + const ICLTensor *boxes, + ICLTensor *pred_boxes, + const ICLTensor *deltas, + const BoundingBoxTransformInfo &info) { ARM_COMPUTE_ERROR_ON_NULLPTR(boxes, pred_boxes, deltas); - auto padding_info = get_padding_info({ boxes, pred_boxes, deltas }); - auto_init_if_empty(*pred_boxes->info(), deltas->info()->clone()->set_data_type(boxes->info()->data_type()).set_quantization_info(boxes->info()->quantization_info())); + auto padding_info = get_padding_info({boxes, pred_boxes, deltas}); + auto_init_if_empty(*pred_boxes->info(), deltas->info() + ->clone() + ->set_data_type(boxes->info()->data_type()) + .set_quantization_info(boxes->info()->quantization_info())); ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(boxes->info(), pred_boxes->info(), deltas->info(), info)); @@ -126,7 +141,7 @@ void CLBoundingBoxTransformKernel::configure(const CLCompileContext &compile_con build_opts.add_option_if(info.apply_scale(), "-DSCALE_AFTER=" + float_to_string_with_full_precision(info.scale())); build_opts.add_option_if(info.correct_transform_coords(), "-DOFFSET=1"); - if(is_quantized) + if (is_quantized) { build_opts.add_option("-DDATA_TYPE_DELTAS=" + get_cl_type_from_data_type(deltas->info()->data_type())); const UniformQuantizationInfo boxes_qinfo = boxes->info()->quantization_info().uniform(); @@ -146,12 +161,15 @@ void CLBoundingBoxTransformKernel::configure(const CLCompileContext &compile_con // Since the number of columns is a multiple of 4 by definition, we don't need to pad the tensor const unsigned int num_elems_processed_per_iteration = 4; - Window win = calculate_max_window(*deltas->info(), Steps(num_elems_processed_per_iteration)); + Window win = calculate_max_window(*deltas->info(), Steps(num_elems_processed_per_iteration)); ICLKernel::configure_internal(win); ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); } -Status CLBoundingBoxTransformKernel::validate(const ITensorInfo *boxes, const ITensorInfo *pred_boxes, const ITensorInfo *deltas, const BoundingBoxTransformInfo &info) +Status CLBoundingBoxTransformKernel::validate(const ITensorInfo *boxes, + const ITensorInfo *pred_boxes, + const ITensorInfo *deltas, + const BoundingBoxTransformInfo &info) { ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(boxes, pred_boxes, deltas, info)); return Status{}; |