diff options
| -rw-r--r-- | src/graph/GraphBuilder.cpp | 20 |
1 files changed, 16 insertions, 4 deletions
diff --git a/src/graph/GraphBuilder.cpp b/src/graph/GraphBuilder.cpp index cd08f87e07..3b906c0ffd 100644 --- a/src/graph/GraphBuilder.cpp +++ b/src/graph/GraphBuilder.cpp @@ -252,7 +252,11 @@ NodeID GraphBuilder::add_convolution_node(Graph &g, NodeParams params, NodeIdxPa { TensorDescriptor b_desc = input_tensor_desc; b_desc.shape = TensorShape(depth); - b_nid = add_const_node_with_name(g, params, "Bias", b_desc, std::move(bias_accessor)); + if(is_data_type_quantized_asymmetric(input_tensor_desc.data_type)) + { + b_desc.data_type = DataType::S32; + } + b_nid = add_const_node_with_name(g, params, "Bias", b_desc, std::move(bias_accessor)); } if(num_groups == 1) @@ -305,7 +309,11 @@ NodeID GraphBuilder::add_deconvolution_node(Graph &g, NodeParams params, NodeIdx { TensorDescriptor b_desc = input_tensor_desc; b_desc.shape = TensorShape(depth); - b_nid = add_const_node_with_name(g, params, "Bias", b_desc, std::move(bias_accessor)); + if(is_data_type_quantized_asymmetric(input_tensor_desc.data_type)) + { + b_desc.data_type = DataType::S32; + } + b_nid = add_const_node_with_name(g, params, "Bias", b_desc, std::move(bias_accessor)); } // Create convolution node and connect @@ -431,7 +439,11 @@ NodeID GraphBuilder::add_fully_connected_layer(Graph &g, NodeParams params, Node { TensorDescriptor b_desc = input_tensor_desc; b_desc.shape = TensorShape(num_outputs); - b_nid = add_const_node_with_name(g, params, "Bias", b_desc, std::move(bias_accessor)); + if(is_data_type_quantized_asymmetric(input_tensor_desc.data_type)) + { + b_desc.data_type = DataType::S32; + } + b_nid = add_const_node_with_name(g, params, "Bias", b_desc, std::move(bias_accessor)); } // Create convolution node and connect @@ -508,4 +520,4 @@ 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); } } // namespace graph -} // namespace arm_compute
\ No newline at end of file +} // namespace arm_compute |