// // Copyright © 2023 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "GpuFsaConvolution2dValidate.hpp" #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include namespace armnn { using namespace armcomputetensorutils; arm_compute::Status GpuFsaConvolution2dValidate(const TensorInfo& input, const Convolution2dDescriptor& descriptor, const TensorInfo& weights, const Optional& biases) { using namespace arm_compute::experimental::dynamic_fusion; // 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 = sketch.create_tensor_info(aclInputInfo); auto weightInfo = sketch.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) { ARMNN_ASSERT(biases.has_value()); aclBiasInfo = BuildArmComputeTensorInfo(biases.value(), descriptor.m_DataLayout); aclBiasInfo.set_are_values_constant(biases.value().IsConstant()); biasSketchInfo = sketch.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 return GpuConv2d::validate_op(sketch, &inputInfo, &weightInfo, biasSketchInfoPtr, conv2DAttributes); } } } // namespace armnn