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/*
* Copyright (c) 2018-2021 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to
* deal in the Software without restriction, including without limitation the
* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
* sell copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
#include "arm_compute/graph/backends/NEON/NENodeValidator.h"
#include "arm_compute/graph/backends/ValidateHelpers.h"
#include "arm_compute/graph/nodes/Nodes.h"
#include "arm_compute/runtime/CPP/CPPFunctions.h"
#include "arm_compute/runtime/NEON/NEFunctions.h"
#include "src/core/NEON/kernels/NEConvertFullyConnectedWeightsKernel.h"
#include "src/core/NEON/kernels/NEConvertQuantizedSignednessKernel.h"
#include "src/core/NEON/kernels/NEGEMMInterleave4x4Kernel.h"
#include "src/core/NEON/kernels/NEGEMMLowpMatrixMultiplyKernel.h"
#include "src/core/NEON/kernels/NEGEMMLowpOffsetContributionKernel.h"
#include "src/core/NEON/kernels/NEGEMMLowpOffsetContributionOutputStageKernel.h"
#include "src/core/NEON/kernels/NEGEMMLowpReductionKernel.h"
#include "src/core/NEON/kernels/NEGEMMMatrixAdditionKernel.h"
#include "src/core/NEON/kernels/NEGEMMMatrixMultiplyKernel.h"
#include "src/core/NEON/kernels/NEGEMMTranspose1xWKernel.h"
#include "src/core/NEON/kernels/NEQLSTMLayerNormalizationKernel.h"
#include "src/core/NEON/kernels/NEWeightsReshapeKernel.h"
#include "support/Cast.h"
using namespace arm_compute::utils::cast;
namespace arm_compute
{
namespace graph
{
namespace backends
{
/** Collection of NEON element-wise functions */
struct NEEltwiseLayerFunctions
{
using ArithmeticAddition = NEArithmeticAddition;
using ArithmeticSubtraction = NEArithmeticSubtraction;
using PixelWiseMultiplication = NEPixelWiseMultiplication;
using ElementwiseMax = NEElementwiseMax;
};
/** Collection of NEON unary element-wise functions */
struct NEUnaryEltwiseLayerFunctions
{
using ExpLayer = NEExpLayer;
};
Status NENodeValidator::validate(INode *node)
{
if(node == nullptr)
{
return Status{};
}
NodeType type = node->type();
switch(type)
{
case NodeType::ArgMinMaxLayer:
return detail::validate_arg_min_max_layer<NEArgMinMaxLayer>(*polymorphic_downcast<ArgMinMaxLayerNode *>(node));
case NodeType::BoundingBoxTransformLayer:
return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : BoundingBoxTransformLayer");
case NodeType::ChannelShuffleLayer:
return detail::validate_channel_shuffle_layer<NEChannelShuffleLayer>(*polymorphic_downcast<ChannelShuffleLayerNode *>(node));
case NodeType::ConvolutionLayer:
return detail::validate_convolution_layer<NEConvolutionLayer,
NEDirectConvolutionLayer,
NEGEMMConvolutionLayer,
NEWinogradConvolutionLayer>(*polymorphic_downcast<ConvolutionLayerNode *>(node));
case NodeType::DepthToSpaceLayer:
return detail::validate_depth_to_space_layer<NEDepthToSpaceLayer>(*polymorphic_downcast<DepthToSpaceLayerNode *>(node));
case NodeType::DepthwiseConvolutionLayer:
return detail::validate_depthwise_convolution_layer<NEDepthwiseConvolutionLayer>(*polymorphic_downcast<DepthwiseConvolutionLayerNode *>(node));
case NodeType::DequantizationLayer:
return detail::validate_dequantization_layer<NEDequantizationLayer>(*polymorphic_downcast<DequantizationLayerNode *>(node));
case NodeType::DetectionOutputLayer:
return detail::validate_detection_output_layer<CPPDetectionOutputLayer>(*polymorphic_downcast<DetectionOutputLayerNode *>(node));
case NodeType::DetectionPostProcessLayer:
return detail::validate_detection_post_process_layer<NEDetectionPostProcessLayer>(*polymorphic_downcast<DetectionPostProcessLayerNode *>(node));
case NodeType::GenerateProposalsLayer:
return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : GenerateProposalsLayer");
case NodeType::L2NormalizeLayer:
return detail::validate_l2_normalize_layer<NEL2NormalizeLayer>(*polymorphic_downcast<L2NormalizeLayerNode *>(node));
case NodeType::NormalizePlanarYUVLayer:
return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : NormalizePlanarYUVLayer");
case NodeType::PadLayer:
return detail::validate_pad_layer<NEPadLayer>(*polymorphic_downcast<PadLayerNode *>(node));
case NodeType::PermuteLayer:
return detail::validate_permute_layer<NEPermute>(*polymorphic_downcast<PermuteLayerNode *>(node));
case NodeType::PReluLayer:
return detail::validate_prelu_layer<NEPReluLayer>(*polymorphic_downcast<PReluLayerNode *>(node));
case NodeType::PriorBoxLayer:
return detail::validate_priorbox_layer<NEPriorBoxLayer>(*polymorphic_downcast<PriorBoxLayerNode *>(node));
case NodeType::QuantizationLayer:
return detail::validate_quantization_layer<NEQuantizationLayer>(*polymorphic_downcast<QuantizationLayerNode *>(node));
case NodeType::ReductionOperationLayer:
return detail::validate_reduction_operation_layer<NEReductionOperation>(*polymorphic_downcast<ReductionLayerNode *>(node));
case NodeType::ReorgLayer:
return detail::validate_reorg_layer<NEReorgLayer>(*polymorphic_downcast<ReorgLayerNode *>(node));
case NodeType::ReshapeLayer:
return detail::validate_reshape_layer<NEReshapeLayer>(*polymorphic_downcast<ReshapeLayerNode *>(node));
case NodeType::ROIAlignLayer:
return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : ROIAlignLayer");
case NodeType::SliceLayer:
return detail::validate_slice_layer<NESlice>(*polymorphic_downcast<SliceLayerNode *>(node));
case NodeType::StridedSliceLayer:
return detail::validate_strided_slice_layer<NEStridedSlice>(*polymorphic_downcast<StridedSliceLayerNode *>(node));
case NodeType::EltwiseLayer:
return detail::validate_eltwise_Layer<NEEltwiseLayerFunctions>(*polymorphic_downcast<EltwiseLayerNode *>(node));
case NodeType::UnaryEltwiseLayer:
return detail::validate_unary_eltwise_layer<NEUnaryEltwiseLayerFunctions>(*polymorphic_downcast<UnaryEltwiseLayerNode *>(node));
default:
return Status{};
}
}
} // namespace backends
} // namespace graph
} // namespace arm_compute
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