diff options
Diffstat (limited to 'tests/validation/fixtures/BatchNormalizationLayerFixture.h')
| -rw-r--r-- | tests/validation/fixtures/BatchNormalizationLayerFixture.h | 18 |
1 files changed, 11 insertions, 7 deletions
diff --git a/tests/validation/fixtures/BatchNormalizationLayerFixture.h b/tests/validation/fixtures/BatchNormalizationLayerFixture.h index 8a6caaceb1..8685543ee1 100644 --- a/tests/validation/fixtures/BatchNormalizationLayerFixture.h +++ b/tests/validation/fixtures/BatchNormalizationLayerFixture.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017-2018 Arm Limited. + * Copyright (c) 2017-2020 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -59,10 +59,14 @@ protected: template <typename U> void fill(U &&src_tensor, U &&mean_tensor, U &&var_tensor, U &&beta_tensor, U &&gamma_tensor) { - const float min_bound = -1.f; - const float max_bound = 1.f; - std::uniform_real_distribution<> distribution(min_bound, max_bound); - std::uniform_real_distribution<> distribution_var(0, max_bound); + static_assert(std::is_floating_point<T>::value || std::is_same<T, half>::value, "Only floating point data types supported."); + using DistributionType = typename std::conditional<std::is_same<T, half>::value, arm_compute::utils::uniform_real_distribution_fp16, std::uniform_real_distribution<T>>::type; + + const T min_bound = T(-1.f); + const T max_bound = T(1.f); + DistributionType distribution{ min_bound, max_bound }; + DistributionType distribution_var{ T(0.f), max_bound }; + library->fill(src_tensor, distribution, 0); library->fill(mean_tensor, distribution, 1); library->fill(var_tensor, distribution_var, 0); @@ -73,7 +77,7 @@ protected: else { // Fill with default value 0.f - library->fill_tensor_value(beta_tensor, 0.f); + library->fill_tensor_value(beta_tensor, T(0.f)); } if(_use_gamma) { @@ -82,7 +86,7 @@ protected: else { // Fill with default value 1.f - library->fill_tensor_value(gamma_tensor, 1.f); + library->fill_tensor_value(gamma_tensor, T(1.f)); } } |