diff options
Diffstat (limited to 'src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp')
| -rw-r--r-- | src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp | 126 |
1 files changed, 0 insertions, 126 deletions
diff --git a/src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp b/src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp deleted file mode 100644 index bed7b26f74..0000000000 --- a/src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp +++ /dev/null @@ -1,126 +0,0 @@ -// -// Copyright © 2023 Arm Ltd and Contributors. All rights reserved. -// SPDX-License-Identifier: MIT -// - -#include "GpuFsaConvolution2dValidate.hpp" - -#include <armnn/Types.hpp> -#include <armnn/utility/IgnoreUnused.hpp> - -#include <aclCommon/ArmComputeTensorUtils.hpp> - -#include <arm_compute/core/ITensorInfo.h> -#include <arm_compute/core/TensorInfo.h> -#include <arm_compute/core/TensorShape.h> -#include <arm_compute/core/CL/CLKernelLibrary.h> -#include <arm_compute/core/CL/CLCompileContext.h> - -#include <arm_compute/dynamic_fusion/runtime/gpu/cl/ClWorkloadRuntime.h> -#include <arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadContext.h> -#include <arm_compute/dynamic_fusion/sketch/gpu/operators/GpuConv2d.h> -#include <arm_compute/dynamic_fusion/sketch/gpu/operators/GpuOutput.h> - -#include <vector> -#include <iostream> - -namespace armnn -{ - -using namespace armcomputetensorutils; - -inline arm_compute::Status ValidateAndCreateOp(const TensorInfo& input, - const Convolution2dDescriptor& descriptor, - const TensorInfo& weights, - const Optional<TensorInfo>& biases, - const bool createOp = false) -{ - // Create a new workload sketch, for validation purposes - auto compileCtx = arm_compute::CLKernelLibrary::get().get_compile_context(); - auto gpuCtx = GpuWorkloadContext(&compileCtx); - GpuWorkloadSketch sketch{ &gpuCtx }; - - // Build and create tensor infos using the sketch - const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, descriptor.m_DataLayout); - arm_compute::TensorInfo aclWeightsInfo = BuildArmComputeTensorInfo(weights, descriptor.m_DataLayout); - aclWeightsInfo.set_are_values_constant(weights.IsConstant()); - - auto inputInfo = gpuCtx.create_tensor_info(aclInputInfo); - auto weightInfo = gpuCtx.create_tensor_info(aclWeightsInfo); - - // Only create the bias tensor info if enabled, otherwise pass nullptr to validate_op - arm_compute::TensorInfo aclBiasInfo; - arm_compute::TensorInfo biasSketchInfo; - arm_compute::TensorInfo* biasSketchInfoPtr = nullptr; - - if (descriptor.m_BiasEnabled) - { - if(!biases.has_value()) - { - throw InvalidArgumentException("GpuFsaConvolution2dValidate: No biases set when biases are enabled"); - } - aclBiasInfo = BuildArmComputeTensorInfo(biases.value(), descriptor.m_DataLayout); - aclBiasInfo.set_are_values_constant(biases.value().IsConstant()); - - biasSketchInfo = gpuCtx.create_tensor_info(aclBiasInfo); - biasSketchInfoPtr = &biasSketchInfo; - } - - // Set Conv2d attributes using descriptor - const arm_compute::Size2D aclDilationInfo = BuildArmComputeSize2D(descriptor.m_DilationX, - descriptor.m_DilationY); - const arm_compute::Padding2D aclPadInfo = BuildArmComputePaddingInfo(descriptor); - const arm_compute::Size2D aclStrideInfo = BuildArmComputeSize2D(descriptor.m_StrideX, descriptor.m_StrideY); - - Conv2dAttributes conv2DAttributes{}; - conv2DAttributes.dilation(aclDilationInfo); - conv2DAttributes.pad(aclPadInfo); - conv2DAttributes.stride(aclStrideInfo); - - // Validate operator, check status and update reasonIfUnsupported - arm_compute::Status aclStatus = GpuConv2d::validate_op(sketch, - &inputInfo, - &weightInfo, - biasSketchInfoPtr, - conv2DAttributes); - - if (createOp) - { - const bool supported = (aclStatus.error_code() == arm_compute::ErrorCode::OK); - if (!supported) - { - throw BackendCapabilityException("\"GpuFsa\" backend failed during operation validation when attempting " - "to fuse a GpuConv2d operator into the existing workload sketch."); - } - - arm_compute::ITensorInfo* convOutInfo = GpuConv2d::create_op(sketch, - &inputInfo, - &weightInfo, - biasSketchInfoPtr, - conv2DAttributes); - - // Temporary fix until fusing attempt is make for GpuFsa backend and Output layer workload is created. - auto outputInfo = gpuCtx.create_tensor_info(); - GpuOutput::create_op(sketch, convOutInfo, &outputInfo); - } - - return aclStatus; -} - -arm_compute::Status GpuFsaConvolution2dValidate(const TensorInfo& input, - const Convolution2dDescriptor& descriptor, - const TensorInfo& weights, - const Optional<TensorInfo>& biases) -{ - return ValidateAndCreateOp(input, descriptor, weights, biases); -} - -void GpuFsaConvolution2dCreateOp(const TensorInfo& input, - const Convolution2dDescriptor& descriptor, - const TensorInfo& weights, - const Optional<TensorInfo>& biases) -{ - ValidateAndCreateOp(input, descriptor, weights, biases, true); -} - -} // namespace armnn
\ No newline at end of file |