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authorMatthew Sloyan <matthew.sloyan@arm.com>2023-01-12 09:58:07 +0000
committerMatthew Sloyan <matthew.sloyan@arm.com>2023-01-13 12:02:04 +0000
commit04059e5c4e23085f0a70456c2ff5fe1bc029eb06 (patch)
treef37d72ad3c068c03346e9be580acb49964cd3143 /src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp
parent2b32a69f3aac5496d0a966d9740cb4854504f3d9 (diff)
downloadarmnn-04059e5c4e23085f0a70456c2ff5fe1bc029eb06.tar.gz
IVGCVSW-7381 Add IsLayerSupported implementation to GpuFsa backend
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib18af4a4be4a87e301ff0d0fea5205e985052846
Diffstat (limited to 'src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp')
-rw-r--r--src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp88
1 files changed, 88 insertions, 0 deletions
diff --git a/src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp b/src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp
new file mode 100644
index 0000000000..2b6c2ee3dc
--- /dev/null
+++ b/src/backends/gpuFsa/layerValidators/GpuFsaConvolution2dValidate.cpp
@@ -0,0 +1,88 @@
+//
+// 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/OperatorAttributes.h>
+#include <arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadContext.h>
+#include <arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadSketch.h>
+#include <arm_compute/dynamic_fusion/sketch/gpu/operators/GpuConv2d.h>
+
+#include <vector>
+#include <iostream>
+
+namespace armnn
+{
+
+using namespace armcomputetensorutils;
+
+arm_compute::Status GpuFsaConvolution2dValidate(const TensorInfo& input,
+ const Convolution2dDescriptor& descriptor,
+ const TensorInfo& weights,
+ const Optional<TensorInfo>& 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 \ No newline at end of file