diff options
Diffstat (limited to 'tests/validation/fixtures/BatchNormalizationLayerFixture.h')
| -rw-r--r-- | tests/validation/fixtures/BatchNormalizationLayerFixture.h | 73 |
1 files changed, 20 insertions, 53 deletions
diff --git a/tests/validation/fixtures/BatchNormalizationLayerFixture.h b/tests/validation/fixtures/BatchNormalizationLayerFixture.h index 65e89b92da..359752f14e 100644 --- a/tests/validation/fixtures/BatchNormalizationLayerFixture.h +++ b/tests/validation/fixtures/BatchNormalizationLayerFixture.h @@ -59,63 +59,30 @@ protected: template <typename U> void fill(U &&src_tensor, U &&mean_tensor, U &&var_tensor, U &&beta_tensor, U &&gamma_tensor) { - if(is_data_type_float(_data_type)) + 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); + library->fill(src_tensor, distribution, 0); + library->fill(mean_tensor, distribution, 1); + library->fill(var_tensor, distribution_var, 0); + if(_use_beta) { - float min_bound = 0.f; - float max_bound = 0.f; - std::tie(min_bound, max_bound) = get_batchnormalization_layer_test_bounds<T>(); - std::uniform_real_distribution<> distribution(min_bound, max_bound); - std::uniform_real_distribution<> distribution_var(0, max_bound); - library->fill(src_tensor, distribution, 0); - library->fill(mean_tensor, distribution, 1); - library->fill(var_tensor, distribution_var, 0); - if(_use_beta) - { - library->fill(beta_tensor, distribution, 3); - } - else - { - // Fill with default value 0.f - library->fill_tensor_value(beta_tensor, 0.f); - } - if(_use_gamma) - { - library->fill(gamma_tensor, distribution, 4); - } - else - { - // Fill with default value 1.f - library->fill_tensor_value(gamma_tensor, 1.f); - } + library->fill(beta_tensor, distribution, 3); } else { - int min_bound = 0; - int max_bound = 0; - std::tie(min_bound, max_bound) = get_batchnormalization_layer_test_bounds<T>(); - std::uniform_int_distribution<> distribution(min_bound, max_bound); - std::uniform_int_distribution<> distribution_var(0, max_bound); - library->fill(src_tensor, distribution, 0); - library->fill(mean_tensor, distribution, 1); - library->fill(var_tensor, distribution_var, 0); - if(_use_beta) - { - library->fill(beta_tensor, distribution, 3); - } - else - { - // Fill with default value 0 - library->fill_tensor_value(beta_tensor, static_cast<T>(0)); - } - if(_use_gamma) - { - library->fill(gamma_tensor, distribution, 4); - } - else - { - // Fill with default value 1 - library->fill_tensor_value(gamma_tensor, static_cast<T>(1)); - } + // Fill with default value 0.f + library->fill_tensor_value(beta_tensor, 0.f); + } + if(_use_gamma) + { + library->fill(gamma_tensor, distribution, 4); + } + else + { + // Fill with default value 1.f + library->fill_tensor_value(gamma_tensor, 1.f); } } |