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authorGiorgio Arena <giorgio.arena@arm.com>2020-12-17 16:47:07 +0000
committerGiorgio Arena <giorgio.arena@arm.com>2021-01-07 16:41:34 +0000
commit4bdd177c75789451cad9ba1ecf929214ed75c009 (patch)
treea6a8ea96045a13af4b29e9c81014516dfe929715 /tests/validation/fixtures/BatchNormalizationLayerFixture.h
parent4d9383e179ed6be8cdb117e6353a0dea1c40be93 (diff)
downloadComputeLibrary-4bdd177c75789451cad9ba1ecf929214ed75c009.tar.gz
Fix fill() for FP data type in fixtures - Part 2
Resolves: COMPMID-4056 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I6623eb9c0e66e52af4e0e9fb386031f4a09125b7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4722 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/fixtures/BatchNormalizationLayerFixture.h')
-rw-r--r--tests/validation/fixtures/BatchNormalizationLayerFixture.h18
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));
}
}