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authorDavid Beck <david.beck@arm.com>2018-09-26 17:41:13 +0100
committerMatthew Bentham <matthew.bentham@arm.com>2018-10-10 16:16:57 +0100
commitac42efd972b7d03da17f057b2ceaaac5d6e96b1a (patch)
tree1ebc1320fa3ea7f494d3716ea79a2bda0f4ffd1e /src/backends/cl/ClLayerSupport.hpp
parentbcd3c85b5a7657b38f503676b88a80ae74165acd (diff)
downloadarmnn-ac42efd972b7d03da17f057b2ceaaac5d6e96b1a.tar.gz
IVGCVSW-1900 : CL backend folder structure
* moving backends/ClWorkloads to backends/cl * and moving pure Cl workload related code to backends/cl/workloads Change-Id: I019a3c6b4da5e7a23074bf03fb057e63199ad129
Diffstat (limited to 'src/backends/cl/ClLayerSupport.hpp')
-rw-r--r--src/backends/cl/ClLayerSupport.hpp164
1 files changed, 164 insertions, 0 deletions
diff --git a/src/backends/cl/ClLayerSupport.hpp b/src/backends/cl/ClLayerSupport.hpp
new file mode 100644
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+++ b/src/backends/cl/ClLayerSupport.hpp
@@ -0,0 +1,164 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#pragma once
+
+#include <armnn/DescriptorsFwd.hpp>
+#include <armnn/Types.hpp>
+#include <armnn/Tensor.hpp>
+#include <armnn/ArmNN.hpp>
+
+#include <boost/optional.hpp>
+
+namespace armnn
+{
+bool IsClDirectConvolution2dSupported(const TensorInfo& weightInfo, const Convolution2dDescriptor& desc);
+bool IsClDepthwiseConvolution2dDescParamsSupported(std::string* reasonIfUnsupported,
+ const DepthwiseConvolution2dDescriptor& parameters,
+ const TensorInfo& weights);
+
+bool IsActivationSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const ActivationDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsAdditionSupportedCl(const TensorInfo& input0,
+ const TensorInfo& input1,
+ const TensorInfo& output,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsBatchNormalizationSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const TensorInfo& mean,
+ const TensorInfo& var,
+ const TensorInfo& beta,
+ const TensorInfo& gamma,
+ const BatchNormalizationDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsConstantSupportedCl(const TensorInfo& output,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsConvolution2dSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const Convolution2dDescriptor& descriptor,
+ const TensorInfo& weights,
+ const boost::optional<TensorInfo>& biases,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsDepthwiseConvolutionSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const DepthwiseConvolution2dDescriptor& descriptor,
+ const TensorInfo& weights,
+ const boost::optional<TensorInfo>& biases,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsDivisionSupportedCl(const TensorInfo& input0,
+ const TensorInfo& input1,
+ const TensorInfo& output,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsSubtractionSupportedCl(const TensorInfo& input0,
+ const TensorInfo& input1,
+ const TensorInfo& output,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsFullyConnectedSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const TensorInfo& weights,
+ const TensorInfo& biases,
+ const FullyConnectedDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsInputSupportedCl(const TensorInfo& input,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsL2NormalizationSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const L2NormalizationDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsLstmSupportedCl(const TensorInfo& input, const TensorInfo& outputStateIn,
+ const TensorInfo& cellStateIn, const TensorInfo& scratchBuffer,
+ const TensorInfo& outputStateOut, const TensorInfo& cellStateOut,
+ const TensorInfo& output, const LstmDescriptor& descriptor,
+ const TensorInfo& inputToForgetWeights, const TensorInfo& inputToCellWeights,
+ const TensorInfo& inputToOutputWeights, const TensorInfo& recurrentToForgetWeights,
+ const TensorInfo& recurrentToCellWeights, const TensorInfo& recurrentToOutputWeights,
+ const TensorInfo& forgetGateBias, const TensorInfo& cellBias,
+ const TensorInfo& outputGateBias, const TensorInfo* inputToInputWeights,
+ const TensorInfo* recurrentToInputWeights, const TensorInfo* cellToInputWeights,
+ const TensorInfo* inputGateBias, const TensorInfo* projectionWeights,
+ const TensorInfo* projectionBias, const TensorInfo* cellToForgetWeights,
+ const TensorInfo* cellToOutputWeights, std::string* reasonIfUnsupported = nullptr);
+
+bool IsMergerSupportedCl(const std::vector<const TensorInfo*> inputs,
+ const OriginsDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsMultiplicationSupportedCl(const TensorInfo& input0,
+ const TensorInfo& input1,
+ const TensorInfo& output,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsNormalizationSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const NormalizationDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsOutputSupportedCl(const TensorInfo& output,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsPadSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const PadDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsPermuteSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const PermuteDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsPooling2dSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const Pooling2dDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsResizeBilinearSupportedCl(const TensorInfo& input,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsSoftmaxSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const SoftmaxDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsSplitterSupportedCl(const TensorInfo& input,
+ const ViewsDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsFakeQuantizationSupportedCl(const TensorInfo& input,
+ const FakeQuantizationDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsReshapeSupportedCl(const TensorInfo& input,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsFloorSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsMeanSupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ const MeanDescriptor& descriptor,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsConvertFp16ToFp32SupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ std::string* reasonIfUnsupported = nullptr);
+
+bool IsConvertFp32ToFp16SupportedCl(const TensorInfo& input,
+ const TensorInfo& output,
+ std::string* reasonIfUnsupported = nullptr);
+
+}