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authorMichele Di Giorgio <michele.digiorgio@arm.com>2019-03-22 15:25:32 +0000
committerMichele Di Giorgio <michele.digiorgio@arm.com>2019-03-25 17:16:41 +0000
commitec6997563a7cccf58431267cca39435ecd57cd32 (patch)
treeda355630d63858e31bf84acd5a0f588a1ea4f61f /arm_compute/graph/backends/FunctionHelpers.h
parent2761c2f0b60175469e959982a25ff0abdca6c9ce (diff)
downloadComputeLibrary-ec6997563a7cccf58431267cca39435ecd57cd32.tar.gz
COMPMID-2076: Add StackLayer to the graph API
Change-Id: Ifae23659c2471d9c052bc8adf066c5228d6e8b23 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/893 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/graph/backends/FunctionHelpers.h')
-rw-r--r--arm_compute/graph/backends/FunctionHelpers.h43
1 files changed, 43 insertions, 0 deletions
diff --git a/arm_compute/graph/backends/FunctionHelpers.h b/arm_compute/graph/backends/FunctionHelpers.h
index 4a423d2490..e05f4bc8cf 100644
--- a/arm_compute/graph/backends/FunctionHelpers.h
+++ b/arm_compute/graph/backends/FunctionHelpers.h
@@ -1276,6 +1276,49 @@ std::unique_ptr<IFunction> create_softmax_layer(SoftmaxLayerNode &node, GraphCon
return std::move(func);
}
+
+/** Create a backend layer stack function
+ *
+ * @tparam StackLayerFunction Backend stack function
+ * @tparam TargetInfo Target-specific information
+ *
+ * @param[in] node Node to create the backend function for
+ *
+ * @return Backend stack layer function
+ */
+template <typename StackLayerFunction, typename TargetInfo>
+std::unique_ptr<arm_compute::IFunction> create_stack_layer(StackLayerNode &node)
+{
+ ARM_COMPUTE_LOG_GRAPH_VERBOSE("Creating Stack node with ID : " << node.id() << " and Name: " << node.name() << std::endl);
+ ARM_COMPUTE_ERROR_ON(node.num_outputs() != 1);
+
+ // Extract IO and info
+ std::vector<typename TargetInfo::TensorType *> inputs;
+ for(unsigned int i = 0; i < node.num_inputs(); ++i)
+ {
+ inputs.push_back(get_backing_tensor<TargetInfo>(node.input(i)));
+ }
+ typename TargetInfo::TensorType *output = get_backing_tensor<TargetInfo>(node.output(0));
+ const int axis = node.axis();
+
+ // Create and configure function
+ auto func = support::cpp14::make_unique<StackLayerFunction>();
+ func->configure(inputs, axis, output);
+
+ // Log info
+ ARM_COMPUTE_LOG_GRAPH_INFO("Instantiated "
+ << node.name()
+ << " Type: " << node.type()
+ << " Target: " << TargetInfo::TargetType
+ << " Data Type: " << output->info()->data_type()
+ << " Inputs shape: " << inputs[0]->info()->tensor_shape()
+ << " Output shape: " << output->info()->tensor_shape()
+ << " Num Inputs: " << inputs.size()
+ << " Axis: " << axis
+ << std::endl);
+
+ return std::move(func);
+}
/** Create a backend Upsample layer function
*
* @tparam UpsampleLayerFunction Backend Upsample function