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authorthecha01 <theo.charalambous@arm.com>2020-08-12 17:25:51 +0100
committerMichele Di Giorgio <michele.digiorgio@arm.com>2020-09-04 15:55:01 +0000
commit2bfadd92d638fd4e7b8b3398ce95f15930749189 (patch)
tree7c4a85890884c468e1e736353577e10ea18bc928
parent0a05e6a051e6d9028131de10f00b80bbedf44097 (diff)
downloadComputeLibrary-2bfadd92d638fd4e7b8b3398ce95f15930749189.tar.gz
Add StridedSliceLayerNode to graph API
Signed-off-by: thecha01 <theo.charalambous@arm.com> Change-Id: I6d6fb2b053c74e35a86841621486bc0cd34b12b3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3911 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
-rw-r--r--arm_compute/core/Types.h38
-rw-r--r--arm_compute/graph/GraphBuilder.h13
-rw-r--r--arm_compute/graph/TypePrinter.h3
-rw-r--r--arm_compute/graph/Types.h1
-rw-r--r--arm_compute/graph/backends/FunctionHelpers.h43
-rw-r--r--arm_compute/graph/backends/ValidateHelpers.h26
-rw-r--r--arm_compute/graph/frontend/Layers.h30
-rw-r--r--arm_compute/graph/nodes/Nodes.h1
-rw-r--r--arm_compute/graph/nodes/NodesFwd.h1
-rw-r--r--arm_compute/graph/nodes/StridedSliceLayerNode.h97
-rw-r--r--src/graph/GraphBuilder.cpp5
-rw-r--r--src/graph/backends/CL/CLFunctionsFactory.cpp2
-rw-r--r--src/graph/backends/CL/CLNodeValidator.cpp2
-rw-r--r--src/graph/backends/NEON/NEFunctionFactory.cpp2
-rw-r--r--src/graph/backends/NEON/NENodeValidator.cpp2
-rw-r--r--src/graph/nodes/StridedSliceLayerNode.cpp113
16 files changed, 379 insertions, 0 deletions
diff --git a/arm_compute/core/Types.h b/arm_compute/core/Types.h
index 022e20dadc..c0e0683fe6 100644
--- a/arm_compute/core/Types.h
+++ b/arm_compute/core/Types.h
@@ -1690,6 +1690,44 @@ private:
bool _is_scaled;
};
+class StridedSliceLayerInfo
+{
+public:
+ /** Default Constructor
+ *
+ * @param[in] begin_mask (Optional) If the ith bit of begin_mask is set, starts[i] is ignored and the fullest possible range in that dimension is used instead.
+ * @param[in] end_mask (Optional) If the ith bit of end_mask is set, ends[i] is ignored and the fullest possible range in that dimension is used instead.
+ * @param[in] shrink_axis_mask (Optional) If the ith bit of shrink_axis_mask is set, it implies that the ith specification shrinks the dimensionality by 1.
+ */
+ StridedSliceLayerInfo(int32_t begin_mask = 0, int32_t end_mask = 0, int32_t shrink_axis_mask = 0)
+ : _begin_mask(begin_mask), _end_mask(end_mask), _shrink_axis_mask(shrink_axis_mask)
+ {
+ }
+
+ /* Get the begin mask value */
+ int32_t begin_mask() const
+ {
+ return _begin_mask;
+ }
+
+ /* Get the end mask value */
+ int32_t end_mask() const
+ {
+ return _end_mask;
+ }
+
+ /* Get the shrink axis mask value */
+ int32_t shrink_axis_mask() const
+ {
+ return _shrink_axis_mask;
+ }
+
+private:
+ int32_t _begin_mask;
+ int32_t _end_mask;
+ int32_t _shrink_axis_mask;
+};
+
/** Convolution Layer Weights Information class. This class stores the necessary information to compute convolution layer when the weights are already reshaped */
class WeightsInfo
{
diff --git a/arm_compute/graph/GraphBuilder.h b/arm_compute/graph/GraphBuilder.h
index 4948f5845e..ff40497667 100644
--- a/arm_compute/graph/GraphBuilder.h
+++ b/arm_compute/graph/GraphBuilder.h
@@ -520,6 +520,19 @@ public:
* @return Node ID of the created node, EmptyNodeID in case of error
*/
static NodeID add_stack_node(Graph &g, NodeParams params, const std::vector<NodeIdxPair> &inputs, int axis);
+ /** Adds a strided slice node to the graph
+ *
+ * @param[in] g Graph to add the node to
+ * @param[in] params Common node parameters
+ * @param[in] input Input to the strided slice layer node as a NodeID-Index pair
+ * @param[in] starts The starts of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] ends The ends of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] strides The strides of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] info Contains masks for the starts, ends and strides
+ *
+ * @return Node ID of the created node, EmptyNodeID in case of error
+ */
+ static NodeID add_strided_slice_node(Graph &g, NodeParams params, NodeIdxPair input, Coordinates &starts, Coordinates &ends, BiStrides &strides, StridedSliceLayerInfo info);
/** Adds an upsample layer to the graph
*
* @param[in] g Graph to add the node to
diff --git a/arm_compute/graph/TypePrinter.h b/arm_compute/graph/TypePrinter.h
index 281de36bb2..c24f6e159c 100644
--- a/arm_compute/graph/TypePrinter.h
+++ b/arm_compute/graph/TypePrinter.h
@@ -170,6 +170,9 @@ inline ::std::ostream &operator<<(::std::ostream &os, const NodeType &node_type)
case NodeType::StackLayer:
os << "StackLayer";
break;
+ case NodeType::StridedSliceLayer:
+ os << "StridedSliceLayer";
+ break;
case NodeType::UpsampleLayer:
os << "UpsampleLayer";
break;
diff --git a/arm_compute/graph/Types.h b/arm_compute/graph/Types.h
index 82015114ba..bb54b60ec0 100644
--- a/arm_compute/graph/Types.h
+++ b/arm_compute/graph/Types.h
@@ -175,6 +175,7 @@ enum class NodeType
SliceLayer,
SplitLayer,
StackLayer,
+ StridedSliceLayer,
UpsampleLayer,
UnaryEltwiseLayer,
YOLOLayer,
diff --git a/arm_compute/graph/backends/FunctionHelpers.h b/arm_compute/graph/backends/FunctionHelpers.h
index 570e981e98..5b0e7d174c 100644
--- a/arm_compute/graph/backends/FunctionHelpers.h
+++ b/arm_compute/graph/backends/FunctionHelpers.h
@@ -1673,6 +1673,49 @@ std::unique_ptr<arm_compute::IFunction> create_stack_layer(StackLayerNode &node)
return RETURN_UNIQUE_PTR(func);
}
+
+/** Create a backend slice layer function
+ *
+ * @tparam StridedSliceLayerFunction Backend strided slice function
+ * @tparam TargetInfo Target-specific information
+ *
+ * @param[in] node Node to create the backend function for
+ *
+ * @return Backend strided slice layer function
+ */
+template <typename StridedSliceLayerFunction, typename TargetInfo>
+std::unique_ptr<IFunction> create_strided_slice_layer(StridedSliceLayerNode &node)
+{
+ validate_node<TargetInfo>(node, 1 /* expected inputs */, 1 /* expected outputs */);
+
+ // Extract IO and info
+ typename TargetInfo::TensorType *input = get_backing_tensor<TargetInfo>(node.input(0));
+ typename TargetInfo::TensorType *output = get_backing_tensor<TargetInfo>(node.output(0));
+ Coordinates starts = node.starts();
+ Coordinates ends = node.ends();
+ BiStrides strides = node.strides();
+ StridedSliceLayerInfo info = node.strided_slice_info();
+
+ ARM_COMPUTE_ERROR_ON(input == nullptr);
+ ARM_COMPUTE_ERROR_ON(output == nullptr);
+
+ // Create and configure function
+ auto func = support::cpp14::make_unique<StridedSliceLayerFunction>();
+ func->configure(input, output, starts, ends, strides, info.begin_mask(), info.end_mask(), info.shrink_axis_mask());
+
+ // Log info
+ ARM_COMPUTE_LOG_GRAPH_INFO("Instantiated "
+ << node.name()
+ << " Type: " << node.type()
+ << " Target: " << TargetInfo::TargetType
+ << " Data Type: " << input->info()->data_type()
+ << " Input shape: " << input->info()->tensor_shape()
+ << " Output shape: " << output->info()->tensor_shape()
+ << std::endl);
+
+ return RETURN_UNIQUE_PTR(func);
+}
+
/** Create a backend Upsample layer function
*
* @tparam UpsampleLayerFunction Backend Upsample function
diff --git a/arm_compute/graph/backends/ValidateHelpers.h b/arm_compute/graph/backends/ValidateHelpers.h
index 0259bfb930..fcebc5c418 100644
--- a/arm_compute/graph/backends/ValidateHelpers.h
+++ b/arm_compute/graph/backends/ValidateHelpers.h
@@ -556,6 +556,32 @@ Status validate_slice_layer(SliceLayerNode &node)
return SliceLayer::validate(input, output, starts, ends);
}
+/** Validates a Strided Slice layer node
+ *
+ * @tparam StridedSliceLayer Strided Slice layer function type
+ *
+ * @param[in] node Node to validate
+ *
+ * @return Status
+ */
+template <typename StridedSliceLayer>
+Status validate_strided_slice_layer(StridedSliceLayerNode &node)
+{
+ ARM_COMPUTE_LOG_GRAPH_VERBOSE("Validating StridedSlice node with ID : " << node.id() << " and Name: " << node.name() << std::endl);
+ ARM_COMPUTE_RETURN_ERROR_ON(node.num_inputs() != 1);
+ ARM_COMPUTE_RETURN_ERROR_ON(node.num_outputs() != 1);
+
+ // Extract IO and info
+ arm_compute::ITensorInfo *input = get_backing_tensor_info(node.input(0));
+ arm_compute::ITensorInfo *output = get_backing_tensor_info(node.output(0));
+ const Coordinates starts = node.starts();
+ const Coordinates ends = node.ends();
+ const BiStrides strides = node.strides();
+ const StridedSliceLayerInfo info = node.strided_slice_info();
+
+ return StridedSliceLayer::validate(input, output, starts, ends, strides, info.begin_mask(), info.end_mask(), info.shrink_axis_mask());
+}
+
/** Validates a Upsample layer node
*
* @tparam UpsampleLayer Upsample layer type
diff --git a/arm_compute/graph/frontend/Layers.h b/arm_compute/graph/frontend/Layers.h
index 65100a3bd5..2dd8b31ccf 100644
--- a/arm_compute/graph/frontend/Layers.h
+++ b/arm_compute/graph/frontend/Layers.h
@@ -1333,6 +1333,36 @@ private:
int _axis;
};
+/** StridedSlice Layer */
+class StridedSliceLayer final : public ILayer
+{
+public:
+ /** Construct a strided slice layer.
+ *
+ * @param[in] starts The starts of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] ends The ends of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] strides The strides of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] strided_slice_info Contains masks for the starts, ends and strides
+ */
+ StridedSliceLayer(Coordinates &starts, Coordinates &ends, BiStrides &strides, StridedSliceLayerInfo strided_slice_info)
+ : _starts(starts), _ends(ends), _strides(strides), _info(strided_slice_info)
+ {
+ }
+
+ NodeID create_layer(IStream &s) override
+ {
+ NodeParams common_params = { name(), s.hints().target_hint };
+ NodeIdxPair input = { s.tail_node(), 0 };
+ return GraphBuilder::add_strided_slice_node(s.graph(), common_params, input, _starts, _ends, _strides, _info);
+ }
+
+private:
+ Coordinates _starts;
+ Coordinates _ends;
+ BiStrides _strides;
+ StridedSliceLayerInfo _info;
+};
+
/** Upsample Layer */
class UpsampleLayer final : public ILayer
{
diff --git a/arm_compute/graph/nodes/Nodes.h b/arm_compute/graph/nodes/Nodes.h
index 6df7ffab69..0e4ccd067d 100644
--- a/arm_compute/graph/nodes/Nodes.h
+++ b/arm_compute/graph/nodes/Nodes.h
@@ -63,6 +63,7 @@
#include "arm_compute/graph/nodes/SoftmaxLayerNode.h"
#include "arm_compute/graph/nodes/SplitLayerNode.h"
#include "arm_compute/graph/nodes/StackLayerNode.h"
+#include "arm_compute/graph/nodes/StridedSliceLayerNode.h"
#include "arm_compute/graph/nodes/UpsampleLayerNode.h"
#include "arm_compute/graph/nodes/YOLOLayerNode.h"
diff --git a/arm_compute/graph/nodes/NodesFwd.h b/arm_compute/graph/nodes/NodesFwd.h
index 63632848af..f829955fb1 100644
--- a/arm_compute/graph/nodes/NodesFwd.h
+++ b/arm_compute/graph/nodes/NodesFwd.h
@@ -69,6 +69,7 @@ class SoftmaxLayerNode;
class SliceLayerNode;
class SplitLayerNode;
class StackLayerNode;
+class StridedSliceLayerNode;
class UpsampleLayerNode;
class YOLOLayerNode;
} // namespace graph
diff --git a/arm_compute/graph/nodes/StridedSliceLayerNode.h b/arm_compute/graph/nodes/StridedSliceLayerNode.h
new file mode 100644
index 0000000000..6039f312b3
--- /dev/null
+++ b/arm_compute/graph/nodes/StridedSliceLayerNode.h
@@ -0,0 +1,97 @@
+/*
+ * 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.
+ */
+#ifndef ARM_COMPUTE_GRAPH_STRIDED_SLICE_LAYER_NODE_H
+#define ARM_COMPUTE_GRAPH_STRIDED_SLICE_LAYER_NODE_H
+
+#include "arm_compute/graph/INode.h"
+
+#include <tuple>
+
+namespace arm_compute
+{
+namespace graph
+{
+/** Slice Layer node */
+class StridedSliceLayerNode final : public INode
+{
+public:
+ /** Default Constructor
+ *
+ * @param[in] starts The starts of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] ends The ends of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] strides The strides of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] strided_slice_info Contains masks for the starts, ends and strides
+ */
+ StridedSliceLayerNode(const Coordinates &starts,
+ const Coordinates &ends,
+ const BiStrides &strides,
+ StridedSliceLayerInfo strided_slice_info);
+ /** Computes slice layer output descriptor
+ *
+ * @param[in] input_descriptor Descriptor of the input tensor
+ * @param[in] starts The starts of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] ends The ends of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] strides The strides of the dimensions of the input tensor to be sliced. The length must be of rank(input).
+ * @param[in] info Contains masks for the starts, ends and strides
+ *
+ * @return Output descriptor
+ */
+ static TensorDescriptor compute_output_descriptor(const TensorDescriptor &input_descriptor,
+ const Coordinates &starts,
+ const Coordinates &ends,
+ const BiStrides &strides,
+ StridedSliceLayerInfo info);
+ /** Start coordinates accessor
+ *
+ * @return Start coordinates of the dimensions
+ */
+ Coordinates starts() const;
+ /** End coordinates accessor
+ *
+ * @return End coordinates of the dimensions
+ */
+ Coordinates ends() const;
+ /** Strides vector accessor
+ *
+ * @return End coordinates of the dimensions
+ */
+ BiStrides strides() const;
+
+ StridedSliceLayerInfo strided_slice_info() const;
+
+ // Inherited overridden methods:
+ NodeType type() const override;
+ bool forward_descriptors() override;
+ TensorDescriptor configure_output(size_t idx) const override;
+ void accept(INodeVisitor &v) override;
+
+private:
+ Coordinates _starts;
+ Coordinates _ends;
+ BiStrides _strides;
+ StridedSliceLayerInfo _info;
+};
+} // namespace graph
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_GRAPH_STRIDED_SLICE_LAYER_NODE_H */
diff --git a/src/graph/GraphBuilder.cpp b/src/graph/GraphBuilder.cpp
index 01520421f0..a3953329d2 100644
--- a/src/graph/GraphBuilder.cpp
+++ b/src/graph/GraphBuilder.cpp
@@ -706,6 +706,11 @@ NodeID GraphBuilder::add_split_node(Graph &g, NodeParams params, NodeIdxPair inp
return create_simple_single_input_output_node<SplitLayerNode>(g, params, input, num_splits, axis);
}
+NodeID GraphBuilder::add_strided_slice_node(Graph &g, NodeParams params, NodeIdxPair input, Coordinates &starts, Coordinates &ends, BiStrides &strides, StridedSliceLayerInfo info)
+{
+ return create_simple_single_input_output_node<StridedSliceLayerNode>(g, params, input, starts, ends, strides, info);
+}
+
NodeID GraphBuilder::add_stack_node(Graph &g, NodeParams params, const std::vector<NodeIdxPair> &inputs, int axis)
{
return create_simple_multiple_input_single_output_node<StackLayerNode>(g, params, inputs, inputs.size(), axis);
diff --git a/src/graph/backends/CL/CLFunctionsFactory.cpp b/src/graph/backends/CL/CLFunctionsFactory.cpp
index 59db9129ab..594ad0a05a 100644
--- a/src/graph/backends/CL/CLFunctionsFactory.cpp
+++ b/src/graph/backends/CL/CLFunctionsFactory.cpp
@@ -306,6 +306,8 @@ std::unique_ptr<IFunction> CLFunctionFactory::create(INode *node, GraphContext &
return detail::create_softmax_layer<CLSoftmaxLayer, CLTargetInfo>(*polymorphic_downcast<SoftmaxLayerNode *>(node), ctx);
case NodeType::StackLayer:
return detail::create_stack_layer<CLStackLayer, CLTargetInfo>(*polymorphic_downcast<StackLayerNode *>(node));
+ case NodeType::StridedSliceLayer:
+ return detail::create_strided_slice_layer<CLStridedSlice, CLTargetInfo>(*polymorphic_downcast<StridedSliceLayerNode *>(node));
case NodeType::UpsampleLayer:
return detail::create_upsample_layer<CLUpsampleLayer, CLTargetInfo>(*polymorphic_downcast<UpsampleLayerNode *>(node), ctx);
case NodeType::YOLOLayer:
diff --git a/src/graph/backends/CL/CLNodeValidator.cpp b/src/graph/backends/CL/CLNodeValidator.cpp
index ee77d58052..08d2f917ca 100644
--- a/src/graph/backends/CL/CLNodeValidator.cpp
+++ b/src/graph/backends/CL/CLNodeValidator.cpp
@@ -104,6 +104,8 @@ Status CLNodeValidator::validate(INode *node)
return detail::validate_roi_align_layer<CLROIAlignLayer>(*polymorphic_downcast<ROIAlignLayerNode *>(node));
case NodeType::SliceLayer:
return detail::validate_slice_layer<CLSlice>(*polymorphic_downcast<SliceLayerNode *>(node));
+ case NodeType::StridedSliceLayer:
+ return detail::validate_strided_slice_layer<CLStridedSlice>(*polymorphic_downcast<StridedSliceLayerNode *>(node));
case NodeType::UpsampleLayer:
return detail::validate_upsample_layer<CLUpsampleLayer>(*polymorphic_downcast<UpsampleLayerNode *>(node));
case NodeType::YOLOLayer:
diff --git a/src/graph/backends/NEON/NEFunctionFactory.cpp b/src/graph/backends/NEON/NEFunctionFactory.cpp
index d292977665..82f1abba9e 100644
--- a/src/graph/backends/NEON/NEFunctionFactory.cpp
+++ b/src/graph/backends/NEON/NEFunctionFactory.cpp
@@ -189,6 +189,8 @@ std::unique_ptr<IFunction> NEFunctionFactory::create(INode *node, GraphContext &
return detail::create_softmax_layer<NESoftmaxLayer, NETargetInfo>(*polymorphic_downcast<SoftmaxLayerNode *>(node), ctx);
case NodeType::StackLayer:
return detail::create_stack_layer<NEStackLayer, NETargetInfo>(*polymorphic_downcast<StackLayerNode *>(node));
+ case NodeType::StridedSliceLayer:
+ return detail::create_strided_slice_layer<NEStridedSlice, NETargetInfo>(*polymorphic_downcast<StridedSliceLayerNode *>(node));
case NodeType::UpsampleLayer:
return detail::create_upsample_layer<NEUpsampleLayer, NETargetInfo>(*polymorphic_downcast<UpsampleLayerNode *>(node), ctx);
case NodeType::YOLOLayer:
diff --git a/src/graph/backends/NEON/NENodeValidator.cpp b/src/graph/backends/NEON/NENodeValidator.cpp
index 0f860b63f3..46f0051468 100644
--- a/src/graph/backends/NEON/NENodeValidator.cpp
+++ b/src/graph/backends/NEON/NENodeValidator.cpp
@@ -104,6 +104,8 @@ Status NENodeValidator::validate(INode *node)
return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : ROIAlignLayer");
case NodeType::SliceLayer:
return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : SliceLayer");
+ case NodeType::StridedSliceLayer:
+ return detail::validate_strided_slice_layer<NEStridedSlice>(*polymorphic_downcast<StridedSliceLayerNode *>(node));
case NodeType::UpsampleLayer:
return detail::validate_upsample_layer<NEUpsampleLayer>(*polymorphic_downcast<UpsampleLayerNode *>(node));
case NodeType::YOLOLayer:
diff --git a/src/graph/nodes/StridedSliceLayerNode.cpp b/src/graph/nodes/StridedSliceLayerNode.cpp
new file mode 100644
index 0000000000..6a1a724bb3
--- /dev/null
+++ b/src/graph/nodes/StridedSliceLayerNode.cpp
@@ -0,0 +1,113 @@
+/*
+ * 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/StridedSliceLayerNode.h"
+
+#include "arm_compute/core/Utils.h"
+#include "arm_compute/core/utils/misc/ShapeCalculator.h"
+#include "arm_compute/graph/Graph.h"
+#include "arm_compute/graph/INodeVisitor.h"
+
+namespace arm_compute
+{
+namespace graph
+{
+StridedSliceLayerNode::StridedSliceLayerNode(const Coordinates &starts,
+ const Coordinates &ends,
+ const BiStrides &strides,
+ StridedSliceLayerInfo info)
+ : _starts(starts), _ends(ends), _strides(strides), _info(std::move(info))
+{
+ _input_edges.resize(1, EmptyEdgeID);
+ _outputs.resize(1, NullTensorID);
+}
+
+Coordinates StridedSliceLayerNode::starts() const
+{
+ return _starts;
+}
+
+Coordinates StridedSliceLayerNode::ends() const
+{
+ return _ends;
+}
+
+BiStrides StridedSliceLayerNode::strides() const
+{
+ return _strides;
+}
+
+StridedSliceLayerInfo StridedSliceLayerNode::strided_slice_info() const
+{
+ return _info;
+}
+
+TensorDescriptor StridedSliceLayerNode::compute_output_descriptor(const TensorDescriptor &input_descriptor,
+ const Coordinates &starts,
+ const Coordinates &ends,
+ const BiStrides &strides,
+ StridedSliceLayerInfo info)
+{
+ using namespace arm_compute::helpers::tensor_transform;
+
+ TensorDescriptor output_desc = input_descriptor;
+ output_desc.shape = compute_strided_slice_output_shape(input_descriptor.shape, starts, ends, strides,
+ info.begin_mask(), info.end_mask(), info.shrink_axis_mask());
+
+ return output_desc;
+}
+
+bool StridedSliceLayerNode::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 StridedSliceLayerNode::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);
+
+ return compute_output_descriptor(src->desc(), _starts, _ends, _strides, _info);
+}
+
+NodeType StridedSliceLayerNode::type() const
+{
+ return NodeType::StridedSliceLayer;
+}
+
+void StridedSliceLayerNode::accept(INodeVisitor &v)
+{
+ v.visit(*this);
+}
+} // namespace graph
+} // namespace arm_compute