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author | thecha01 <theo.charalambous@arm.com> | 2020-08-28 18:40:38 +0100 |
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committer | Michele Di Giorgio <michele.digiorgio@arm.com> | 2020-09-04 15:54:46 +0000 |
commit | 0a05e6a051e6d9028131de10f00b80bbedf44097 (patch) | |
tree | 4821a3efd2479e0a770442a30aad10e7db6b1fa0 /arm_compute/graph/backends/FunctionHelpers.h | |
parent | be058f4b5fb2383e0fa4666a92c43ca994486c86 (diff) | |
download | ComputeLibrary-0a05e6a051e6d9028131de10f00b80bbedf44097.tar.gz |
Add DepthToSpace layer node to Graph API
Change-Id: I5db780fb9c94160130e9986bbfc739124bfa8041
Signed-off-by: thecha01 <theo.charalambous@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3914
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 'arm_compute/graph/backends/FunctionHelpers.h')
-rw-r--r-- | arm_compute/graph/backends/FunctionHelpers.h | 39 |
1 files changed, 39 insertions, 0 deletions
diff --git a/arm_compute/graph/backends/FunctionHelpers.h b/arm_compute/graph/backends/FunctionHelpers.h index 60a03e67b0..570e981e98 100644 --- a/arm_compute/graph/backends/FunctionHelpers.h +++ b/arm_compute/graph/backends/FunctionHelpers.h @@ -614,6 +614,45 @@ std::unique_ptr<IFunction> create_depthwise_convolution_layer(DepthwiseConvoluti return RETURN_UNIQUE_PTR(func); } +/** Create a backend depth to space layer function + * + * @tparam DepthToSpaceLayerNode Function Backend depth to space function + * @tparam TargetInfo Target-specific information + * + * @param[in] node Node to create the backend function for + * + * @return Backend depth to space layer function + */ +template <typename DepthToSpaceLayerFunction, typename TargetInfo> +std::unique_ptr<IFunction> create_depth_to_space_layer(DepthToSpaceLayerNode &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)); + + ARM_COMPUTE_ERROR_ON(input == nullptr); + ARM_COMPUTE_ERROR_ON(output == nullptr); + + // Create and configure function + auto func = support::cpp14::make_unique<DepthToSpaceLayerFunction>(); + func->configure(input, output, node.block_shape()); + + // 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() + << " Block Size: " << node.block_shape() + << " Output shape: " << output->info()->tensor_shape() + << std::endl); + + return RETURN_UNIQUE_PTR(func); +} + /** Create a backend dequantize layer function * * @tparam DequantizationLayer Function Backend dequantize function |