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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/backends/FunctionHelpers.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/backends/FunctionHelpers.h')
| -rw-r--r-- | arm_compute/graph/backends/FunctionHelpers.h | 3 |
1 files changed, 2 insertions, 1 deletions
diff --git a/arm_compute/graph/backends/FunctionHelpers.h b/arm_compute/graph/backends/FunctionHelpers.h index 6aec3f6590..55af056a43 100644 --- a/arm_compute/graph/backends/FunctionHelpers.h +++ b/arm_compute/graph/backends/FunctionHelpers.h @@ -1096,7 +1096,8 @@ std::unique_ptr<IFunction> create_fully_connected_layer(FullyConnectedLayerNode typename TargetInfo::TensorType *weights = get_backing_tensor<TargetInfo>(node.input(1)); typename TargetInfo::TensorType *biases = get_backing_tensor<TargetInfo>(node.input(2)); typename TargetInfo::TensorType *output = get_backing_tensor<TargetInfo>(node.output(0)); - const FullyConnectedLayerInfo fc_info = node.info(); + FullyConnectedLayerInfo fc_info = node.info(); + fc_info.enable_fast_math = (node.fast_math_hint() == FastMathHint::Enabled); ARM_COMPUTE_ERROR_ON(input == nullptr); ARM_COMPUTE_ERROR_ON(weights == nullptr); |