diff options
Diffstat (limited to 'arm_compute/graph/backends/FunctionHelpers.h')
| -rw-r--r-- | arm_compute/graph/backends/FunctionHelpers.h | 43 |
1 files changed, 43 insertions, 0 deletions
diff --git a/arm_compute/graph/backends/FunctionHelpers.h b/arm_compute/graph/backends/FunctionHelpers.h index 082d43afdb..e556e2f284 100644 --- a/arm_compute/graph/backends/FunctionHelpers.h +++ b/arm_compute/graph/backends/FunctionHelpers.h @@ -966,6 +966,49 @@ std::unique_ptr<IFunction> create_resize_layer(ResizeLayerNode &node) return std::move(func); } +/** Create a backend ROI align layer function + * + * @tparam ROIAlignLayerFunction ROI Align function + * @tparam TargetInfo Target-specific information + * + * @param[in] node Node to create the backend function for + * + * @return ROI Align layer function + */ +template <typename ROIAlignLayerFunction, typename TargetInfo> +std::unique_ptr<IFunction> create_roi_align_layer(ROIAlignLayerNode &node) +{ + validate_node<TargetInfo>(node, 2 /* expected inputs */, 1 /* expected outputs */); + + // Extract IO and info + typename TargetInfo::TensorType *input = get_backing_tensor<TargetInfo>(node.input(0)); + typename TargetInfo::TensorType *rois = get_backing_tensor<TargetInfo>(node.input(1)); + typename TargetInfo::TensorType *output = get_backing_tensor<TargetInfo>(node.output(0)); + ARM_COMPUTE_ERROR_ON(input == nullptr); + ARM_COMPUTE_ERROR_ON(output == nullptr); + ARM_COMPUTE_ERROR_ON(rois == nullptr); + + const ROIPoolingLayerInfo pool_info = node.pooling_info(); + + // Create and configure function + auto func = support::cpp14::make_unique<ROIAlignLayerFunction>(); + + func->configure(input, rois, output, pool_info); + + // Log info + ARM_COMPUTE_LOG_GRAPH_INFO("Instantiated " << node.type() + << " Target " << TargetInfo::TargetType + << " Data Type: " << input->info()->data_type() + << " Input shape: " << input->info()->tensor_shape() + << " Output shape: " << output->info()->tensor_shape() + << " ROIs shape: " << rois->info()->tensor_shape() + << " ROIPooling width: " << pool_info.pooled_width() + << " ROIPooling height: " << pool_info.pooled_height() + << std::endl); + + return std::move(func); +} + /** Create a backend slice layer function * * @tparam SliceLayerFunction Backend slice function |