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author | thecha01 <theo.charalambous@arm.com> | 2020-09-01 14:52:38 +0100 |
---|---|---|
committer | Michele Di Giorgio <michele.digiorgio@arm.com> | 2020-09-09 08:58:13 +0000 |
commit | 3603aff36444e01083b93e603e8b9b0a254d4911 (patch) | |
tree | 2210c3bd8a76654072a2bfa7b84c9151cafc2eee /src/graph | |
parent | 57f30a9309ff2e5e3b32731a785bf38b01d1fd69 (diff) | |
download | ComputeLibrary-3603aff36444e01083b93e603e8b9b0a254d4911.tar.gz |
Add L2Normalize layer node to Graph API
Signed-off-by: thecha01 <theo.charalambous@arm.com>
Change-Id: I5cd26a8829060563d63d8c53e5148631ee053eca
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3912
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/graph')
-rw-r--r-- | src/graph/GraphBuilder.cpp | 5 | ||||
-rw-r--r-- | src/graph/backends/CL/CLFunctionsFactory.cpp | 2 | ||||
-rw-r--r-- | src/graph/backends/CL/CLNodeValidator.cpp | 2 | ||||
-rw-r--r-- | src/graph/backends/NEON/NEFunctionFactory.cpp | 2 | ||||
-rw-r--r-- | src/graph/backends/NEON/NENodeValidator.cpp | 2 | ||||
-rw-r--r-- | src/graph/nodes/L2NormalizeLayerNode.cpp | 95 |
6 files changed, 108 insertions, 0 deletions
diff --git a/src/graph/GraphBuilder.cpp b/src/graph/GraphBuilder.cpp index ff85000e0c..33b7c178e5 100644 --- a/src/graph/GraphBuilder.cpp +++ b/src/graph/GraphBuilder.cpp @@ -552,6 +552,11 @@ NodeID GraphBuilder::add_generate_proposals_node(Graph &g, NodeParams params, No return nid; } +NodeID GraphBuilder::add_l2_normalize_node(Graph &g, NodeParams params, NodeIdxPair input, int axis, float epsilon) +{ + return create_simple_single_input_output_node<L2NormalizeLayerNode>(g, params, input, axis, epsilon); +} + NodeID GraphBuilder::add_normalization_node(Graph &g, NodeParams params, NodeIdxPair input, NormalizationLayerInfo norm_info) { return create_simple_single_input_output_node<NormalizationLayerNode>(g, params, input, norm_info); diff --git a/src/graph/backends/CL/CLFunctionsFactory.cpp b/src/graph/backends/CL/CLFunctionsFactory.cpp index 5d40744757..3948400ebf 100644 --- a/src/graph/backends/CL/CLFunctionsFactory.cpp +++ b/src/graph/backends/CL/CLFunctionsFactory.cpp @@ -276,6 +276,8 @@ std::unique_ptr<IFunction> CLFunctionFactory::create(INode *node, GraphContext & return detail::create_fused_depthwise_convolution_batch_normalization_layer<CLFusedLayerTypes, CLTargetInfo>(*polymorphic_downcast<FusedDepthwiseConvolutionBatchNormalizationNode *>(node), ctx); case NodeType::GenerateProposalsLayer: return detail::create_generate_proposals_layer<CLGenerateProposalsLayer, CLTargetInfo>(*polymorphic_downcast<GenerateProposalsLayerNode *>(node), ctx); + case NodeType::L2NormalizeLayer: + return detail::create_l2_normalize_layer<CLL2NormalizeLayer, CLTargetInfo>(*polymorphic_downcast<L2NormalizeLayerNode *>(node), ctx); case NodeType::NormalizationLayer: return detail::create_normalization_layer<CLNormalizationLayer, CLTargetInfo>(*polymorphic_downcast<NormalizationLayerNode *>(node), ctx); case NodeType::NormalizePlanarYUVLayer: diff --git a/src/graph/backends/CL/CLNodeValidator.cpp b/src/graph/backends/CL/CLNodeValidator.cpp index 83e6dd29fa..c3b4e4646f 100644 --- a/src/graph/backends/CL/CLNodeValidator.cpp +++ b/src/graph/backends/CL/CLNodeValidator.cpp @@ -86,6 +86,8 @@ Status CLNodeValidator::validate(INode *node) return detail::validate_detection_post_process_layer<CPPDetectionPostProcessLayer>(*polymorphic_downcast<DetectionPostProcessLayerNode *>(node)); case NodeType::GenerateProposalsLayer: return detail::validate_generate_proposals_layer<CLGenerateProposalsLayer>(*polymorphic_downcast<GenerateProposalsLayerNode *>(node)); + case NodeType::L2NormalizeLayer: + return detail::validate_l2_normalize_layer<CLL2NormalizeLayer>(*polymorphic_downcast<L2NormalizeLayerNode *>(node)); case NodeType::NormalizePlanarYUVLayer: return detail::validate_normalize_planar_yuv_layer<CLNormalizePlanarYUVLayer>(*polymorphic_downcast<NormalizePlanarYUVLayerNode *>(node)); case NodeType::PadLayer: diff --git a/src/graph/backends/NEON/NEFunctionFactory.cpp b/src/graph/backends/NEON/NEFunctionFactory.cpp index 953697fee3..686468e0a4 100644 --- a/src/graph/backends/NEON/NEFunctionFactory.cpp +++ b/src/graph/backends/NEON/NEFunctionFactory.cpp @@ -165,6 +165,8 @@ std::unique_ptr<IFunction> NEFunctionFactory::create(INode *node, GraphContext & return detail::create_fused_convolution_batch_normalization_layer<NEFusedLayerTypes, NETargetInfo>(*polymorphic_downcast<FusedConvolutionBatchNormalizationNode *>(node), ctx); case NodeType::FusedDepthwiseConvolutionBatchNormalizationLayer: return detail::create_fused_depthwise_convolution_batch_normalization_layer<NEFusedLayerTypes, NETargetInfo>(*polymorphic_downcast<FusedDepthwiseConvolutionBatchNormalizationNode *>(node), ctx); + case NodeType::L2NormalizeLayer: + return detail::create_l2_normalize_layer<NEL2NormalizeLayer, NETargetInfo>(*polymorphic_downcast<L2NormalizeLayerNode *>(node), ctx); case NodeType::NormalizationLayer: return detail::create_normalization_layer<NENormalizationLayer, NETargetInfo>(*polymorphic_downcast<NormalizationLayerNode *>(node), ctx); case NodeType::PadLayer: diff --git a/src/graph/backends/NEON/NENodeValidator.cpp b/src/graph/backends/NEON/NENodeValidator.cpp index 5cc14c2188..0d6305b29e 100644 --- a/src/graph/backends/NEON/NENodeValidator.cpp +++ b/src/graph/backends/NEON/NENodeValidator.cpp @@ -86,6 +86,8 @@ Status NENodeValidator::validate(INode *node) 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: diff --git a/src/graph/nodes/L2NormalizeLayerNode.cpp b/src/graph/nodes/L2NormalizeLayerNode.cpp new file mode 100644 index 0000000000..0c35a335fa --- /dev/null +++ b/src/graph/nodes/L2NormalizeLayerNode.cpp @@ -0,0 +1,95 @@ +/* + * Copyright (c) 2020 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/nodes/L2NormalizeLayerNode.h" + +#include "arm_compute/graph/Graph.h" +#include "arm_compute/graph/INodeVisitor.h" + +namespace arm_compute +{ +namespace graph +{ +L2NormalizeLayerNode::L2NormalizeLayerNode() + : L2NormalizeLayerNode(0, 1e-12f) +{ +} + +L2NormalizeLayerNode::L2NormalizeLayerNode(int axis) + : L2NormalizeLayerNode(axis, 1e-12f) +{ +} + +L2NormalizeLayerNode::L2NormalizeLayerNode(int axis, float epsilon) + : _axis(axis), _epsilon(epsilon) +{ + _input_edges.resize(1, EmptyEdgeID); + _outputs.resize(1, NullTensorID); +} + +bool L2NormalizeLayerNode::forward_descriptors() +{ + if((input_id(0) != NullTensorID) && (output_id(0) != NullTensorID)) + { + Tensor *dst = output(0); + ARM_COMPUTE_ERROR_ON(dst == nullptr); + dst->desc() = configure_output(0); + return true; + } + return false; +} + +TensorDescriptor L2NormalizeLayerNode::configure_output(size_t idx) const +{ + ARM_COMPUTE_UNUSED(idx); + ARM_COMPUTE_ERROR_ON(idx >= _outputs.size()); + + const Tensor *src = input(0); + ARM_COMPUTE_ERROR_ON(src == nullptr); + + TensorDescriptor output_desc = src->desc(); + + return output_desc; +} + +int L2NormalizeLayerNode::axis() const +{ + return _axis; +} + +float L2NormalizeLayerNode::epsilon() const +{ + return _epsilon; +} + +NodeType L2NormalizeLayerNode::type() const +{ + return NodeType::L2NormalizeLayer; +} + +void L2NormalizeLayerNode::accept(INodeVisitor &v) +{ + v.visit(*this); +} +} // namespace graph +} // namespace arm_compute
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