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| author | Milos Puzovic <Milos.Puzovic@arm.com> | 2022-10-28 00:09:32 +0100 |
|---|---|---|
| committer | Viet-Hoa Do <viet-hoa.do@arm.com> | 2022-11-01 11:08:33 +0000 |
| commit | 199982fc01bcce10120cd6df03d11829a215c85c (patch) | |
| tree | 5a8884fa7a216edf8c18b5cfeb8b1537935b5e80 /tests/validation/reference/ActivationLayer.h | |
| parent | 4b5f6efef15efd79727a58c520c92c9e7a084256 (diff) | |
| download | ComputeLibrary-199982fc01bcce10120cd6df03d11829a215c85c.tar.gz | |
Add threshold for floating-point SOFT_RELU activation
Added missing threshold for calculating SOFT_RELU when SVE and CL implementations are used. As a result removed from the testing bounds for input values that were set to be in the interval [-40, 40].
Resolves: COMPMID-5658
Signed-off-by: Milos Puzovic <Milos.Puzovic@arm.com>
Change-Id: I3d14df60125e36e4eb85aeb222f4fb0cc5741521
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8536
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/reference/ActivationLayer.h')
| -rw-r--r-- | tests/validation/reference/ActivationLayer.h | 2 |
1 files changed, 1 insertions, 1 deletions
diff --git a/tests/validation/reference/ActivationLayer.h b/tests/validation/reference/ActivationLayer.h index 2bf96831a6..a813ba5037 100644 --- a/tests/validation/reference/ActivationLayer.h +++ b/tests/validation/reference/ActivationLayer.h @@ -64,7 +64,7 @@ inline T activate_float(T x, T a, T b, ActivationLayerInfo::ActivationFunction a ret = (x > 0) ? x : a * x; break; case ActivationLayerInfo::ActivationFunction::SOFT_RELU: - ret = std::log(static_cast<T>(1) + std::exp(x)); + ret = std::log(static_cast<T>(1) + std::exp(static_cast<double>(x))); break; case ActivationLayerInfo::ActivationFunction::ELU: ret = (x > 0) ? x : a * (std::exp(x) - static_cast<T>(1)); |