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| author | Michele Di Giorgio <michele.digiorgio@arm.com> | 2019-03-08 14:52:17 +0000 |
|---|---|---|
| committer | Michele Di Giorgio <michele.digiorgio@arm.com> | 2019-03-13 11:58:43 +0000 |
| commit | a42f55f4184cb63c73b74ed76759bdcbb18656e8 (patch) | |
| tree | 4b82cfde94994bd5ab350fd2362896dee8391c68 /arm_compute/graph/GraphBuilder.h | |
| parent | acce504ec4aebe5e5da470c1cfc3cee401ff11f3 (diff) | |
| download | ComputeLibrary-a42f55f4184cb63c73b74ed76759bdcbb18656e8.tar.gz | |
COMPMID-1995: Allow weights and bias to be passed as SubStream in FullyConnectedLayer
Change-Id: Iae2e7d55fd66d5932c29f78ef3112289d9b69b84
Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Reviewed-on: https://review.mlplatform.org/c/848
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Diffstat (limited to 'arm_compute/graph/GraphBuilder.h')
| -rw-r--r-- | arm_compute/graph/GraphBuilder.h | 17 |
1 files changed, 17 insertions, 0 deletions
diff --git a/arm_compute/graph/GraphBuilder.h b/arm_compute/graph/GraphBuilder.h index 1296f56482..a2a938b1cc 100644 --- a/arm_compute/graph/GraphBuilder.h +++ b/arm_compute/graph/GraphBuilder.h @@ -236,6 +236,23 @@ public: static NodeID add_flatten_node(Graph &g, NodeParams params, NodeIdxPair input); /** Adds a fully connected layer node to the graph * + * @param[in] g Graph to add the layer to + * @param[in] params Common node parameters + * @param[in] input Input to the fully connected layer node as a NodeID-Index pair + * @param[in] num_outputs Number of output neurons + * @param[in] weights_nid Node ID of the weights node data + * @param[in] bias_nid (Optional) Node ID of the bias node data. Defaults to EmptyNodeID + * @param[in] fc_info (Optional) Fully connected layer metadata + * @param[in] out_quant_info (Optional) Output quantization info + * + * @return Node ID of the created node, EmptyNodeID in case of error + */ + static NodeID add_fully_connected_layer(Graph &g, NodeParams params, NodeIdxPair input, unsigned int num_outputs, + NodeID weights_nid, NodeID bias_nid = EmptyNodeID, + const FullyConnectedLayerInfo fc_info = FullyConnectedLayerInfo(), + const QuantizationInfo out_quant_info = QuantizationInfo()); + /** Adds a fully connected layer node to the graph + * * @param[in] g Graph to add the layer to * @param[in] params Common node parameters * @param[in] input Input to the fully connected layer node as a NodeID-Index pair |