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| author | cfRod <crefeda.rodrigues@arm.com> | 2021-11-05 11:29:53 +0000 |
|---|---|---|
| committer | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2021-11-09 10:19:03 +0000 |
| commit | f2c022e54ae65467cca4bc698b5b94e5b3c62c47 (patch) | |
| tree | dcf3f38e85ff9761573d2e7e37cc746291f828af /src/graph/GraphBuilder.cpp | |
| parent | f349655cf75a686ed97e90d193a45602d6e82e6f (diff) | |
| download | ComputeLibrary-f2c022e54ae65467cca4bc698b5b94e5b3c62c47.tar.gz | |
Enable fast_math in CpuFullyConnected
ONCPUML-529
* Add support for passing fast_math for fullyconnected layers via fc_info.
* Add support for passing fast_math to run ACL benchmark graphs.
* Add validation test and accuracy tests (updated fixtures).
Note: abs and rel. tolerance for fast math mode are set based on experimental data.
Signed-off-by: cfRod <crefeda.rodrigues@arm.com>
change-Id: Ib107d6264d3ae5e36555334f39a13e678f8618df
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6521
Reviewed-by: SiCong Li <sicong.li@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/graph/GraphBuilder.cpp')
| -rw-r--r-- | src/graph/GraphBuilder.cpp | 8 |
1 files changed, 4 insertions, 4 deletions
diff --git a/src/graph/GraphBuilder.cpp b/src/graph/GraphBuilder.cpp index 01d35a15b9..15abf3738a 100644 --- a/src/graph/GraphBuilder.cpp +++ b/src/graph/GraphBuilder.cpp @@ -467,7 +467,7 @@ NodeID GraphBuilder::add_flatten_node(Graph &g, NodeParams params, NodeIdxPair i NodeID GraphBuilder::add_fully_connected_layer(Graph &g, NodeParams params, NodeIdxPair input, unsigned int num_outputs, NodeID weights_nid, NodeID bias_nid, - const FullyConnectedLayerInfo fc_info, const QuantizationInfo &out_quant_info) + const FullyConnectedLayerInfo fc_info, const QuantizationInfo &out_quant_info, FastMathHint fast_math_hint) { check_nodeidx_pair(input, g); ARM_COMPUTE_ERROR_ON(num_outputs == 0); @@ -479,7 +479,7 @@ NodeID GraphBuilder::add_fully_connected_layer(Graph &g, NodeParams params, Node const TensorDescriptor input_tensor_desc = get_tensor_descriptor(g, g.node(input.node_id)->outputs()[0]); // Create fully connected node and connect - NodeID fc_nid = g.add_node<FullyConnectedLayerNode>(num_outputs, out_quant_info, fc_info); + NodeID fc_nid = g.add_node<FullyConnectedLayerNode>(num_outputs, out_quant_info, fc_info, fast_math_hint); g.add_connection(input.node_id, input.index, fc_nid, 0); g.add_connection(weights_nid, 0, fc_nid, 1); if(has_bias) @@ -495,7 +495,7 @@ NodeID GraphBuilder::add_fully_connected_layer(Graph &g, NodeParams params, Node NodeID GraphBuilder::add_fully_connected_layer(Graph &g, NodeParams params, NodeIdxPair input, unsigned int num_outputs, ITensorAccessorUPtr weights_accessor, ITensorAccessorUPtr bias_accessor, const FullyConnectedLayerInfo fc_info, - const QuantizationInfo &weights_quant_info, const QuantizationInfo &out_quant_info) + const QuantizationInfo &weights_quant_info, const QuantizationInfo &out_quant_info, FastMathHint fast_math_hint) { check_nodeidx_pair(input, g); ARM_COMPUTE_ERROR_ON(num_outputs == 0); @@ -523,7 +523,7 @@ NodeID GraphBuilder::add_fully_connected_layer(Graph &g, NodeParams params, Node } // Create fully connected node and connect - NodeID fc_nid = g.add_node<FullyConnectedLayerNode>(num_outputs, out_quant_info, fc_info); + NodeID fc_nid = g.add_node<FullyConnectedLayerNode>(num_outputs, out_quant_info, fc_info, fast_math_hint); g.add_connection(input.node_id, input.index, fc_nid, 0); g.add_connection(w_nid, 0, fc_nid, 1); if(has_bias) |