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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 /arm_compute/graph/GraphBuilder.h | |
| 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 'arm_compute/graph/GraphBuilder.h')
| -rw-r--r-- | arm_compute/graph/GraphBuilder.h | 8 |
1 files changed, 6 insertions, 2 deletions
diff --git a/arm_compute/graph/GraphBuilder.h b/arm_compute/graph/GraphBuilder.h index 14ad0571ef..cb88c0e7aa 100644 --- a/arm_compute/graph/GraphBuilder.h +++ b/arm_compute/graph/GraphBuilder.h @@ -295,13 +295,15 @@ public: * @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 + * @param[in] fast_math_hint (Optional) Fast math hint * * @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()); + const QuantizationInfo &out_quant_info = QuantizationInfo(), + FastMathHint fast_math_hint = FastMathHint::Disabled); /** Adds a fully connected layer node to the graph * * @param[in] g Graph to add the layer to @@ -313,6 +315,7 @@ public: * @param[in] fc_info (Optional) Fully connected layer metadata * @param[in] weights_quant_info (Optional) Weights quantization info * @param[in] out_quant_info (Optional) Output quantization info + * @param[in] fast_math_hint (Optional) Fast math hint * * @return Node ID of the created node, EmptyNodeID in case of error */ @@ -320,7 +323,8 @@ public: ITensorAccessorUPtr weights_accessor = nullptr, ITensorAccessorUPtr bias_accessor = nullptr, const FullyConnectedLayerInfo fc_info = FullyConnectedLayerInfo(), const QuantizationInfo &weights_quant_info = QuantizationInfo(), - const QuantizationInfo &out_quant_info = QuantizationInfo()); + const QuantizationInfo &out_quant_info = QuantizationInfo(), + FastMathHint fast_math_hint = FastMathHint::Disabled); /** Adds a generate proposals layer node to the graph * * @param[in] g Graph to add the layer to |