diff options
Diffstat (limited to 'src/runtime/CL/functions/CLArgMinMaxLayer.cpp')
-rw-r--r-- | src/runtime/CL/functions/CLArgMinMaxLayer.cpp | 63 |
1 files changed, 44 insertions, 19 deletions
diff --git a/src/runtime/CL/functions/CLArgMinMaxLayer.cpp b/src/runtime/CL/functions/CLArgMinMaxLayer.cpp index b30d739025..f9bbd31e8a 100644 --- a/src/runtime/CL/functions/CLArgMinMaxLayer.cpp +++ b/src/runtime/CL/functions/CLArgMinMaxLayer.cpp @@ -27,31 +27,39 @@ #include "arm_compute/core/Error.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Types.h" -#include "arm_compute/core/Validate.h" #include "arm_compute/core/utils/misc/ShapeCalculator.h" +#include "arm_compute/core/Validate.h" + +#include "src/common/utils/Log.h" #include "src/core/CL/CLValidate.h" #include "src/core/CL/kernels/CLArgMinMaxLayerKernel.h" #include "src/core/helpers/AutoConfiguration.h" #include "src/runtime/Utils.h" -#include "src/common/utils/Log.h" - namespace arm_compute { CLArgMinMaxLayer::CLArgMinMaxLayer(std::shared_ptr<IMemoryManager> memory_manager) - : _memory_group(std::move(memory_manager)), _not_reshaped_output(), _arg_min_max_kernel(), _reshape(), _reduction_axis() + : _memory_group(std::move(memory_manager)), + _not_reshaped_output(), + _arg_min_max_kernel(), + _reshape(), + _reduction_axis() { } CLArgMinMaxLayer::~CLArgMinMaxLayer() = default; -Status CLArgMinMaxLayer::validate(const ITensorInfo *input, int axis, const ITensorInfo *output, const ReductionOperation &op) +Status +CLArgMinMaxLayer::validate(const ITensorInfo *input, int axis, const ITensorInfo *output, const ReductionOperation &op) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); 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::S32, DataType::F16, DataType::F32); - ARM_COMPUTE_RETURN_ERROR_ON_MSG(op != ReductionOperation::ARG_IDX_MAX && op != ReductionOperation::ARG_IDX_MIN, "Invalid reduction operation"); - ARM_COMPUTE_RETURN_ERROR_ON_MSG(axis >= static_cast<int>(TensorShape::num_max_dimensions), "Reduction axis greater than max number of dimensions"); + ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QASYMM8, DataType::QASYMM8_SIGNED, + DataType::S32, DataType::F16, DataType::F32); + ARM_COMPUTE_RETURN_ERROR_ON_MSG(op != ReductionOperation::ARG_IDX_MAX && op != ReductionOperation::ARG_IDX_MIN, + "Invalid reduction operation"); + ARM_COMPUTE_RETURN_ERROR_ON_MSG(axis >= static_cast<int>(TensorShape::num_max_dimensions), + "Reduction axis greater than max number of dimensions"); ARM_COMPUTE_RETURN_ERROR_ON_MSG(axis > 3, "Unsupported reduction axis"); DataType output_data_type = DataType::S32; @@ -59,17 +67,18 @@ Status CLArgMinMaxLayer::validate(const ITensorInfo *input, int axis, const ITen const auto input_num_channles = input->num_channels(); const auto input_qinfo = input->quantization_info(); - if(output->total_size() != 0) + if (output->total_size() != 0) { output_data_type = output->data_type(); - const TensorInfo expected_output_shape = output->clone()->set_tensor_shape(arm_compute::misc::shape_calculator::compute_reduced_shape(input->tensor_shape(), axis, false)); + const TensorInfo expected_output_shape = output->clone()->set_tensor_shape( + arm_compute::misc::shape_calculator::compute_reduced_shape(input->tensor_shape(), axis, false)); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(&expected_output_shape, output); } auto shape_before_reshape = input->tensor_shape(); shape_before_reshape.set(axis, 1); - auto initialize_tensorinfo = [](TensorInfo & ti, TensorShape shape, DataType data_type, int num_channels, QuantizationInfo qinfo) - { + auto initialize_tensorinfo = [](TensorInfo &ti, TensorShape shape, DataType data_type, int num_channels, + QuantizationInfo qinfo) { ti.set_data_type(data_type).set_tensor_shape(shape).set_num_channels(num_channels).set_quantization_info(qinfo); }; @@ -85,20 +94,36 @@ void CLArgMinMaxLayer::configure(const ICLTensor *input, int axis, ICLTensor *ou configure(CLKernelLibrary::get().get_compile_context(), input, axis, output, op); } -void CLArgMinMaxLayer::configure(const CLCompileContext &compile_context, const ICLTensor *input, int axis, ICLTensor *output, const ReductionOperation &op) +void CLArgMinMaxLayer::configure(const CLCompileContext &compile_context, + const ICLTensor *input, + int axis, + ICLTensor *output, + const ReductionOperation &op) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_LOG_PARAMS(input, axis, output, op); _reduction_axis = axis; - const TensorShape output_shape = arm_compute::misc::shape_calculator::compute_reduced_shape(input->info()->tensor_shape(), axis, false); - DataType output_data_type = (output->info()->data_type() == DataType::UNKNOWN) ? DataType::S32 : output->info()->data_type(); - auto_init_if_empty(*output->info(), input->info()->clone()->set_tensor_shape(output_shape).set_data_type(output_data_type).reset_padding().set_is_resizable(true)); - - TensorShape not_reshaped_output_shape{ input->info()->tensor_shape() }; + const TensorShape output_shape = + arm_compute::misc::shape_calculator::compute_reduced_shape(input->info()->tensor_shape(), axis, false); + DataType output_data_type = + (output->info()->data_type() == DataType::UNKNOWN) ? DataType::S32 : output->info()->data_type(); + auto_init_if_empty(*output->info(), input->info() + ->clone() + ->set_tensor_shape(output_shape) + .set_data_type(output_data_type) + .reset_padding() + .set_is_resizable(true)); + + TensorShape not_reshaped_output_shape{input->info()->tensor_shape()}; not_reshaped_output_shape.set(axis, 1); - auto_init_if_empty(*_not_reshaped_output.info(), input->info()->clone()->set_tensor_shape(not_reshaped_output_shape).set_data_type(output_data_type).reset_padding().set_is_resizable(true)); + auto_init_if_empty(*_not_reshaped_output.info(), input->info() + ->clone() + ->set_tensor_shape(not_reshaped_output_shape) + .set_data_type(output_data_type) + .reset_padding() + .set_is_resizable(true)); _arg_min_max_kernel = std::make_unique<CLArgMinMaxLayerKernel>(); _arg_min_max_kernel->configure(compile_context, input, &_not_reshaped_output, axis, op); |