diff options
Diffstat (limited to 'src/core/CL/kernels/CLBatchToSpaceLayerKernel.cpp')
-rw-r--r-- | src/core/CL/kernels/CLBatchToSpaceLayerKernel.cpp | 76 |
1 files changed, 51 insertions, 25 deletions
diff --git a/src/core/CL/kernels/CLBatchToSpaceLayerKernel.cpp b/src/core/CL/kernels/CLBatchToSpaceLayerKernel.cpp index 143a842d02..c640b5a8d6 100644 --- a/src/core/CL/kernels/CLBatchToSpaceLayerKernel.cpp +++ b/src/core/CL/kernels/CLBatchToSpaceLayerKernel.cpp @@ -25,13 +25,14 @@ #include "arm_compute/core/CL/CLHelpers.h" #include "arm_compute/core/CL/ICLTensor.h" +#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" #include "support/StringSupport.h" -#include "arm_compute/core/TensorInfo.h" using namespace arm_compute::misc::shape_calculator; namespace arm_compute @@ -46,7 +47,7 @@ Status validate_arguments(const ITensorInfo *input, const ITensorInfo *block_inf ARM_COMPUTE_RETURN_ERROR_ON(input->data_type() == DataType::UNKNOWN); // Validate output if initialized - if(output->total_size() != 0) + if (output->total_size() != 0) { ARM_COMPUTE_RETURN_ERROR_ON(output->num_dimensions() > 4); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); @@ -54,7 +55,11 @@ Status validate_arguments(const ITensorInfo *input, const ITensorInfo *block_inf return Status{}; } -Status validate_arguments_static(const ITensorInfo *input, const int block_shape_x, const int block_shape_y, const ITensorInfo *output, const CropInfo &crop_info) +Status validate_arguments_static(const ITensorInfo *input, + const int block_shape_x, + const int block_shape_y, + const ITensorInfo *output, + const CropInfo &crop_info) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_RETURN_ERROR_ON(input->num_dimensions() > 4); @@ -66,10 +71,11 @@ Status validate_arguments_static(const ITensorInfo *input, const int block_shape ARM_COMPUTE_RETURN_ERROR_ON(input->tensor_shape()[idx_batch] % (block_shape_x * block_shape_y) != 0); // Validate output if initialized - if(output->total_size() != 0) + if (output->total_size() != 0) { - const TensorShape expected_output_shape = compute_batch_to_space_shape(input->data_layout(), input->tensor_shape(), block_shape_x, block_shape_y, crop_info); - const TensorInfo expected_output = output->clone()->set_tensor_shape(expected_output_shape); + const TensorShape expected_output_shape = compute_batch_to_space_shape( + input->data_layout(), input->tensor_shape(), block_shape_x, block_shape_y, crop_info); + const TensorInfo expected_output = output->clone()->set_tensor_shape(expected_output_shape); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(output, &expected_output); ARM_COMPUTE_RETURN_ERROR_ON(output->num_dimensions() > 4); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); @@ -79,8 +85,7 @@ Status validate_arguments_static(const ITensorInfo *input, const int block_shape } } // namespace -CLBatchToSpaceLayerKernel::CLBatchToSpaceLayerKernel() - : _input(nullptr), _block_shape(nullptr), _output(nullptr) +CLBatchToSpaceLayerKernel::CLBatchToSpaceLayerKernel() : _input(nullptr), _block_shape(nullptr), _output(nullptr) { _type = CLKernelType::ELEMENTWISE; } @@ -90,11 +95,14 @@ void CLBatchToSpaceLayerKernel::configure(const ICLTensor *input, const ICLTenso configure(CLKernelLibrary::get().get_compile_context(), input, block_shape, output); } -void CLBatchToSpaceLayerKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *block_shape, ICLTensor *output) +void CLBatchToSpaceLayerKernel::configure(const CLCompileContext &compile_context, + const ICLTensor *input, + const ICLTensor *block_shape, + ICLTensor *output) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); - auto padding_info = get_padding_info({ input, block_shape, output }); + auto padding_info = get_padding_info({input, block_shape, output}); ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input->info(), block_shape->info(), output->info())); @@ -106,8 +114,9 @@ void CLBatchToSpaceLayerKernel::configure(const CLCompileContext &compile_contex CLBuildOptions build_opts; build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(output->info()->data_type())); build_opts.add_option("-DBATCH_SIZE=" + support::cpp11::to_string(output->info()->dimension(3))); - _kernel = create_kernel(compile_context, "batch_to_space_" + lower_string(string_from_data_layout(input->info()->data_layout())), build_opts.options()); - + _kernel = create_kernel(compile_context, + "batch_to_space_" + lower_string(string_from_data_layout(input->info()->data_layout())), + build_opts.options()); // Configure kernel window Window win = calculate_max_window(*output->info(), Steps()); @@ -116,47 +125,65 @@ void CLBatchToSpaceLayerKernel::configure(const CLCompileContext &compile_contex ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); } -void CLBatchToSpaceLayerKernel::configure(const ICLTensor *input, const int32_t block_shape_x, const int32_t block_shape_y, ICLTensor *output, const CropInfo &crop_info) +void CLBatchToSpaceLayerKernel::configure(const ICLTensor *input, + const int32_t block_shape_x, + const int32_t block_shape_y, + ICLTensor *output, + const CropInfo &crop_info) { configure(CLKernelLibrary::get().get_compile_context(), input, block_shape_x, block_shape_y, output, crop_info); } -void CLBatchToSpaceLayerKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, const int32_t block_shape_x, const int32_t block_shape_y, ICLTensor *output, - const CropInfo &crop_info) +void CLBatchToSpaceLayerKernel::configure(const CLCompileContext &compile_context, + const ICLTensor *input, + const int32_t block_shape_x, + const int32_t block_shape_y, + ICLTensor *output, + const CropInfo &crop_info) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); - const TensorShape output_shape = compute_batch_to_space_shape(input->info()->data_layout(), input->info()->tensor_shape(), block_shape_x, block_shape_y); + const TensorShape output_shape = compute_batch_to_space_shape( + input->info()->data_layout(), input->info()->tensor_shape(), block_shape_x, block_shape_y); auto_init_if_empty(*output->info(), input->info()->clone()->set_tensor_shape(output_shape)); - ARM_COMPUTE_ERROR_THROW_ON(validate_arguments_static(input->info(), block_shape_x, block_shape_y, output->info(), crop_info)); + ARM_COMPUTE_ERROR_THROW_ON( + validate_arguments_static(input->info(), block_shape_x, block_shape_y, output->info(), crop_info)); _input = input; _output = output; // Create kernel CLBuildOptions build_opts; - build_opts.add_option("-DDATA_TYPE=" + get_cl_unsigned_type_from_element_size(data_size_from_type(input->info()->data_type()))); + build_opts.add_option("-DDATA_TYPE=" + + get_cl_unsigned_type_from_element_size(data_size_from_type(input->info()->data_type()))); build_opts.add_option("-DBATCH_SIZE=" + support::cpp11::to_string(output->info()->dimension(3))); build_opts.add_option("-DBLOCK_SHAPE_X=" + support::cpp11::to_string(block_shape_x)); build_opts.add_option("-DBLOCK_SHAPE_Y=" + support::cpp11::to_string(block_shape_y)); build_opts.add_option("-DCROP_LEFT=" + support::cpp11::to_string(crop_info.left)); build_opts.add_option("-DCROP_TOP=" + support::cpp11::to_string(crop_info.top)); - _kernel = create_kernel(compile_context, "batch_to_space_static_" + lower_string(string_from_data_layout(input->info()->data_layout())), build_opts.options()); + _kernel = create_kernel( + compile_context, "batch_to_space_static_" + lower_string(string_from_data_layout(input->info()->data_layout())), + build_opts.options()); // Configure kernel window Window win = calculate_max_window(*output->info(), Steps()); ICLKernel::configure_internal(win); } -Status CLBatchToSpaceLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *block_shape, const ITensorInfo *output) +Status +CLBatchToSpaceLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *block_shape, const ITensorInfo *output) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, block_shape, output); ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, block_shape, output)); return Status{}; } -Status CLBatchToSpaceLayerKernel::validate(const ITensorInfo *input, const int32_t block_shape_x, const int32_t block_shape_y, const ITensorInfo *output, const CropInfo &crop_info) +Status CLBatchToSpaceLayerKernel::validate(const ITensorInfo *input, + const int32_t block_shape_x, + const int32_t block_shape_y, + const ITensorInfo *output, + const CropInfo &crop_info) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments_static(input, block_shape_x, block_shape_y, output, crop_info)); @@ -185,7 +212,7 @@ void CLBatchToSpaceLayerKernel::run(const Window &window, cl::CommandQueue &queu unsigned int idx = 0; add_4D_tensor_argument(idx, _input, slice_in); add_argument(idx, batch_id); - if(_block_shape != nullptr) + if (_block_shape != nullptr) { add_1D_tensor_argument(idx, _block_shape, vector_slice); } @@ -193,7 +220,6 @@ void CLBatchToSpaceLayerKernel::run(const Window &window, cl::CommandQueue &queu enqueue(queue, *this, slice_out, lws_hint()); ++batch_id; - } - while(window.slide_window_slice_3D(slice_out)); + } while (window.slide_window_slice_3D(slice_out)); } -} // namespace arm_compute
\ No newline at end of file +} // namespace arm_compute |