diff options
Diffstat (limited to 'tests/validation_new/CL/ActivationLayer.cpp')
| -rw-r--r-- | tests/validation_new/CL/ActivationLayer.cpp | 24 |
1 files changed, 13 insertions, 11 deletions
diff --git a/tests/validation_new/CL/ActivationLayer.cpp b/tests/validation_new/CL/ActivationLayer.cpp index e1cc4e54e2..7f9bcccd11 100644 --- a/tests/validation_new/CL/ActivationLayer.cpp +++ b/tests/validation_new/CL/ActivationLayer.cpp @@ -51,46 +51,48 @@ namespace * * @return Tolerance depending on the activation function. */ -float tolerance(ActivationLayerInfo::ActivationFunction activation, DataType data_type) +AbsoluteTolerance<float> tolerance(ActivationLayerInfo::ActivationFunction activation, DataType data_type) { + constexpr float epsilon = std::numeric_limits<float>::epsilon(); + switch(activation) { case ActivationLayerInfo::ActivationFunction::LINEAR: - return data_type == DataType::F16 ? 0.2f : 0.f; + return AbsoluteTolerance<float>(data_type == DataType::F16 ? 0.2f : epsilon); case ActivationLayerInfo::ActivationFunction::SQUARE: - return data_type == DataType::F16 ? 0.1f : 0.f; + return AbsoluteTolerance<float>(data_type == DataType::F16 ? 0.1f : epsilon); case ActivationLayerInfo::ActivationFunction::LOGISTIC: if(is_data_type_fixed_point(data_type)) { - return 5.f; + return AbsoluteTolerance<float>(5.f); } else { - return data_type == DataType::F16 ? 0.001f : 0.f; + return AbsoluteTolerance<float>(data_type == DataType::F16 ? 0.001f : epsilon); } case ActivationLayerInfo::ActivationFunction::LEAKY_RELU: - return data_type == DataType::F16 ? 0.00001f : 0.f; + return AbsoluteTolerance<float>(data_type == DataType::F16 ? 0.00001f : epsilon); case ActivationLayerInfo::ActivationFunction::SOFT_RELU: case ActivationLayerInfo::ActivationFunction::SQRT: if(is_data_type_fixed_point(data_type)) { - return 5.f; + return AbsoluteTolerance<float>(5.f); } else { - return data_type == DataType::F16 ? 0.01f : 0.00001f; + return AbsoluteTolerance<float>(data_type == DataType::F16 ? 0.01f : 0.00001f); } case ActivationLayerInfo::ActivationFunction::TANH: if(is_data_type_fixed_point(data_type)) { - return 5.f; + return AbsoluteTolerance<float>(5.f); } else { - return data_type == DataType::F16 ? 0.001f : 0.00001f; + return AbsoluteTolerance<float>(data_type == DataType::F16 ? 0.001f : 0.00001f); } default: - return 0.f; + return AbsoluteTolerance<float>(epsilon); } } |