diff options
Diffstat (limited to 'src/graph/nodes/FullyConnectedLayer.cpp')
| -rw-r--r-- | src/graph/nodes/FullyConnectedLayer.cpp | 25 |
1 files changed, 20 insertions, 5 deletions
diff --git a/src/graph/nodes/FullyConnectedLayer.cpp b/src/graph/nodes/FullyConnectedLayer.cpp index 6ba4eefa88..f41e1a3c22 100644 --- a/src/graph/nodes/FullyConnectedLayer.cpp +++ b/src/graph/nodes/FullyConnectedLayer.cpp @@ -31,15 +31,16 @@ namespace arm_compute { namespace graph { -FullyConnectedLayerNode::FullyConnectedLayerNode(unsigned int num_outputs, FullyConnectedLayerInfo fc_info) - : _num_outputs(num_outputs), _info(fc_info) +FullyConnectedLayerNode::FullyConnectedLayerNode(unsigned int num_outputs, QuantizationInfo out_quant_info, FullyConnectedLayerInfo fc_info) + : _num_outputs(num_outputs), _out_quant_info(out_quant_info), _info(fc_info) { _input_edges.resize(3, EmptyEdgeID); _outputs.resize(1, NullTensorID); } TensorDescriptor FullyConnectedLayerNode::compute_weights_descriptor(const TensorDescriptor &input_descriptor, - unsigned int num_outputs) + unsigned int num_outputs, + QuantizationInfo weights_quant_info) { unsigned int num_weights = 1; unsigned int num_dimensions = input_descriptor.shape.num_dimensions(); @@ -56,11 +57,18 @@ TensorDescriptor FullyConnectedLayerNode::compute_weights_descriptor(const Tenso TensorDescriptor weights_descriptor = input_descriptor; weights_descriptor.shape = TensorShape(num_weights, num_outputs); + // Set quantization info if present + if(!weights_quant_info.empty()) + { + weights_descriptor.quant_info = weights_quant_info; + } + return weights_descriptor; } TensorDescriptor FullyConnectedLayerNode::compute_output_descriptor(const TensorDescriptor &input_descriptor, - unsigned int num_outputs) + unsigned int num_outputs, + QuantizationInfo out_quant_info) { // Note: Only 1D batch space is supported at the moment unsigned int batches = input_descriptor.shape[1]; @@ -69,9 +77,16 @@ TensorDescriptor FullyConnectedLayerNode::compute_output_descriptor(const Tensor batches = input_descriptor.shape[3]; } + // Set descriptor shape TensorDescriptor output_descriptor = input_descriptor; output_descriptor.shape = TensorShape(num_outputs, batches); + // Set quantization info if present + if(!out_quant_info.empty()) + { + output_descriptor.quant_info = out_quant_info; + } + return output_descriptor; } @@ -98,7 +113,7 @@ TensorDescriptor FullyConnectedLayerNode::configure_output(size_t idx) const const Tensor *src = input(0); ARM_COMPUTE_ERROR_ON(src == nullptr); - return compute_output_descriptor(src->desc(), _num_outputs); + return compute_output_descriptor(src->desc(), _num_outputs, _out_quant_info); } NodeType FullyConnectedLayerNode::type() const |