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| 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/nodes/FullyConnectedLayerNode.h | |
| 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/nodes/FullyConnectedLayerNode.h')
| -rw-r--r-- | arm_compute/graph/nodes/FullyConnectedLayerNode.h | 24 |
1 files changed, 17 insertions, 7 deletions
diff --git a/arm_compute/graph/nodes/FullyConnectedLayerNode.h b/arm_compute/graph/nodes/FullyConnectedLayerNode.h index 79201c8bdc..1bff6006c8 100644 --- a/arm_compute/graph/nodes/FullyConnectedLayerNode.h +++ b/arm_compute/graph/nodes/FullyConnectedLayerNode.h @@ -36,30 +36,39 @@ class FullyConnectedLayerNode final : public INode public: /** Constructor * - * @param[in] num_outputs Number of neurons in the layer - * @param[in] fc_info (Optional) Additional information about the fully connected layer + * @param[in] num_outputs Number of neurons in the layer + * @param[in] out_quant_info (Optional) Output quantization info + * @param[in] fc_info (Optional) Additional information about the fully connected layer */ - FullyConnectedLayerNode(unsigned int num_outputs, FullyConnectedLayerInfo fc_info = FullyConnectedLayerInfo()); + FullyConnectedLayerNode(unsigned int num_outputs, + QuantizationInfo out_quant_info = QuantizationInfo(), + FullyConnectedLayerInfo fc_info = FullyConnectedLayerInfo()); /** Computes weights descriptor * * @warning Works for inputs with 1D batch space * - * @param[in] input_descriptor Input descriptor - * @param[in] num_outputs Number of output neurons + * @param[in] input_descriptor Input descriptor + * @param[in] num_outputs Number of output neurons + * @param[in] weights_quant_info (Optional) Weights quantization info * * @return Weights descriptor */ - static TensorDescriptor compute_weights_descriptor(const TensorDescriptor &input_descriptor, unsigned int num_outputs); + static TensorDescriptor compute_weights_descriptor(const TensorDescriptor &input_descriptor, + unsigned int num_outputs, + QuantizationInfo weights_quant_info = QuantizationInfo()); /** Computes fully connected layer output descriptor * * @warning Works for inputs with 1D batch space * * @param[in] input_descriptor Input descriptor * @param[in] num_outputs Number of output neurons + * @param[in] out_quant_info (Optional) Weights quantization info * * @return Output descriptor */ - static TensorDescriptor compute_output_descriptor(const TensorDescriptor &input_descriptor, unsigned int num_outputs); + static TensorDescriptor compute_output_descriptor(const TensorDescriptor &input_descriptor, + unsigned int num_outputs, + QuantizationInfo out_quant_info = QuantizationInfo()); /** Fully connected layer addition information * * @return Additional information about the fully connected layer @@ -74,6 +83,7 @@ public: private: unsigned int _num_outputs; + QuantizationInfo _out_quant_info; FullyConnectedLayerInfo _info; }; } // namespace graph |