diff options
author | Georgios Pinitas <georgios.pinitas@arm.com> | 2018-07-31 16:33:06 +0100 |
---|---|---|
committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:54:54 +0000 |
commit | 2f1366a931a8641d0f8c4ce28dc85dfa818236ed (patch) | |
tree | cf864a49de3f35fcce0682a7d2be5ed7d4e34a6f /arm_compute/graph/frontend | |
parent | ea0147d9b90a0ee24c42c129a5ebdc7ef3c85876 (diff) | |
download | ComputeLibrary-2f1366a931a8641d0f8c4ce28dc85dfa818236ed.tar.gz |
COMPMID-1188: Add quantization info support in graph FC layer.
Change-Id: Ie9a6a896da142198243139fb9f8be0f83b87ccce
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142130
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'arm_compute/graph/frontend')
-rw-r--r-- | arm_compute/graph/frontend/Layers.h | 33 |
1 files changed, 22 insertions, 11 deletions
diff --git a/arm_compute/graph/frontend/Layers.h b/arm_compute/graph/frontend/Layers.h index 02ef56952d..a222c8546e 100644 --- a/arm_compute/graph/frontend/Layers.h +++ b/arm_compute/graph/frontend/Layers.h @@ -381,14 +381,22 @@ class FullyConnectedLayer final : public ILayer public: /** Construct a fully connected layer. * - * @param[in] num_outputs Number of outputs. - * @param[in] weights Accessor to get weights from. - * @param[in] bias Accessor to get bias from. + * @param[in] num_outputs Number of outputs. + * @param[in] weights Accessor to get weights from. + * @param[in] bias Accessor to get bias from. + * @param[in] weights_quant_info (Optional) Weights quantization information + * @param[in] out_quant_info (Optional) Output quantization info */ - FullyConnectedLayer(unsigned int num_outputs, - ITensorAccessorUPtr weights, - ITensorAccessorUPtr bias) - : _num_outputs(num_outputs), _weights(std::move(weights)), _bias(std::move(bias)) + FullyConnectedLayer(unsigned int num_outputs, + ITensorAccessorUPtr weights, + ITensorAccessorUPtr bias, + const QuantizationInfo weights_quant_info = QuantizationInfo(), + const QuantizationInfo out_quant_info = QuantizationInfo()) + : _num_outputs(num_outputs), + _weights(std::move(weights)), + _bias(std::move(bias)), + _weights_quant_info(std::move(weights_quant_info)), + _out_quant_info(std::move(out_quant_info)) { } @@ -397,13 +405,16 @@ public: NodeParams common_params = { name(), s.hints().target_hint }; NodeIdxPair input = { s.tail_node(), 0 }; return GraphBuilder::add_fully_connected_layer(s.graph(), common_params, input, _num_outputs, - std::move(_weights), std::move(_bias)); + std::move(_weights), std::move(_bias), + std::move(_weights_quant_info), std::move(_out_quant_info)); } private: - unsigned int _num_outputs; - ITensorAccessorUPtr _weights; - ITensorAccessorUPtr _bias; + unsigned int _num_outputs; + ITensorAccessorUPtr _weights; + ITensorAccessorUPtr _bias; + const QuantizationInfo _weights_quant_info; + const QuantizationInfo _out_quant_info; }; /** Normalization Layer */ |