diff options
Diffstat (limited to 'src/graph/GraphBuilder.cpp')
-rw-r--r-- | src/graph/GraphBuilder.cpp | 28 |
1 files changed, 27 insertions, 1 deletions
diff --git a/src/graph/GraphBuilder.cpp b/src/graph/GraphBuilder.cpp index 55fe5e3def..921b16b611 100644 --- a/src/graph/GraphBuilder.cpp +++ b/src/graph/GraphBuilder.cpp @@ -132,7 +132,7 @@ NodeID GraphBuilder::add_batch_normalization_node(Graph &g, NodeParams params, N TensorDescriptor common_desc = input_tensor_desc; common_desc.shape = TensorShape(get_dimension_size(input_tensor_desc, DataLayoutDimension::CHANNEL)); - // Create mean and nodes + // Create mean and var nodes auto mean_nid = add_const_node_with_name(g, params, "Mean", common_desc, std::move(mean_accessor)); auto var_nid = add_const_node_with_name(g, params, "Variance", common_desc, std::move(var_accessor)); @@ -423,6 +423,32 @@ NodeID GraphBuilder::add_normalization_node(Graph &g, NodeParams params, NodeIdx return create_simple_single_input_output_node<NormalizationLayerNode>(g, params, input, norm_info); } +NodeID GraphBuilder::add_normalize_planar_yuv_node(Graph &g, NodeParams params, NodeIdxPair input, + ITensorAccessorUPtr mean_accessor, ITensorAccessorUPtr std_accessor) +{ + CHECK_NODEIDX_PAIR(input, g); + + // Get input tensor descriptor + const TensorDescriptor input_tensor_desc = get_tensor_descriptor(g, g.node(input.node_id)->outputs()[0]); + + // Calculate Common Descriptor + TensorDescriptor common_desc = input_tensor_desc; + common_desc.shape = TensorShape(get_dimension_size(input_tensor_desc, DataLayoutDimension::CHANNEL)); + + // Create mean and std nodes + auto mean_nid = add_const_node_with_name(g, params, "Mean", common_desc, std::move(mean_accessor)); + auto std_nid = add_const_node_with_name(g, params, "Std", common_desc, std::move(std_accessor)); + + // Create normalize planar YUV node and add connections + NodeID norm_planar_yuv_nid = g.add_node<NormalizePlanarYUVLayerNode>(); + g.add_connection(input.node_id, input.index, norm_planar_yuv_nid, 0); + g.add_connection(mean_nid, 0, norm_planar_yuv_nid, 1); + g.add_connection(std_nid, 0, norm_planar_yuv_nid, 2); + set_node_params(g, norm_planar_yuv_nid, params); + + return norm_planar_yuv_nid; +} + NodeID GraphBuilder::add_permute_node(Graph &g, NodeParams params, NodeIdxPair input, PermutationVector perm, DataLayout layout) { return create_simple_single_input_output_node<PermuteLayerNode>(g, params, input, perm, layout); |