COMPMID-814: NEScale NHWC support
Change-Id: Ibf5c624a5c5482faa42eb02bc8abe9ae0d65b0d1
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130608
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
diff --git a/tests/validation/CL/Scale.cpp b/tests/validation/CL/Scale.cpp
index cc4fdb0..3d8750a 100644
--- a/tests/validation/CL/Scale.cpp
+++ b/tests/validation/CL/Scale.cpp
@@ -118,7 +118,9 @@
TEST_SUITE(Float)
TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+ DataType::F32)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
datasets::SamplingPolicies()))
@@ -130,7 +132,9 @@
// Validate output
validate(CLAccessor(_target), _reference, valid_region, tolerance_f32, tolerance_num_f32, tolerance_f32_absolute);
}
-FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32)),
+FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+ DataType::F32)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
datasets::SamplingPolicies()))
@@ -144,7 +148,9 @@
}
TEST_SUITE_END()
TEST_SUITE(FP16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16)),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+ DataType::F16)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
datasets::SamplingPolicies()))
@@ -156,8 +162,9 @@
// Validate output
validate(CLAccessor(_target), _reference, valid_region, tolerance_f16);
}
-FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
DataType::F16)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
datasets::SamplingPolicies()))
@@ -174,7 +181,9 @@
TEST_SUITE(Integer)
TEST_SUITE(U8)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<uint8_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::U8)),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<uint8_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+ DataType::U8)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
datasets::SamplingPolicies()))
@@ -186,7 +195,9 @@
// Validate output
validate(CLAccessor(_target), _reference, valid_region, tolerance_u8);
}
-FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::U8)),
+FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+ DataType::U8)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
datasets::SamplingPolicies()))
@@ -200,7 +211,9 @@
}
TEST_SUITE_END()
TEST_SUITE(S16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::S16)),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+ DataType::S16)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
datasets::SamplingPolicies()))
@@ -212,8 +225,9 @@
// Validate output
validate(CLAccessor(_target), _reference, valid_region, tolerance_s16);
}
-FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
DataType::S16)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
datasets::SamplingPolicies()))
diff --git a/tests/validation/GLES_COMPUTE/Scale.cpp b/tests/validation/GLES_COMPUTE/Scale.cpp
index 9f670e4..4bfa08f 100644
--- a/tests/validation/GLES_COMPUTE/Scale.cpp
+++ b/tests/validation/GLES_COMPUTE/Scale.cpp
@@ -108,7 +108,9 @@
TEST_SUITE(Float)
TEST_SUITE(FP16)
-FIXTURE_DATA_TEST_CASE(RunSmall, GCScaleFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16)),
+FIXTURE_DATA_TEST_CASE(RunSmall, GCScaleFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+ DataType::F16)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR })),
datasets::BorderModes()),
datasets::SamplingPolicies()))
@@ -120,8 +122,9 @@
// Validate output
validate(GCAccessor(_target), _reference, valid_region, tolerance_f16);
}
-FIXTURE_DATA_TEST_CASE(RunLarge, GCScaleFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunLarge, GCScaleFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
DataType::F16)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR })),
datasets::BorderModes()),
datasets::SamplingPolicies()))
diff --git a/tests/validation/NEON/Scale.cpp b/tests/validation/NEON/Scale.cpp
index 5f76a0c..b21affd 100644
--- a/tests/validation/NEON/Scale.cpp
+++ b/tests/validation/NEON/Scale.cpp
@@ -55,6 +55,13 @@
DataType::F32,
});
+/** Scale data types */
+const auto ScaleDataLayouts = framework::dataset::make("DataLayout",
+{
+ DataLayout::NCHW,
+ DataLayout::NHWC,
+});
+
/** Tolerance */
constexpr AbsoluteTolerance<uint8_t> tolerance_u8(1);
constexpr AbsoluteTolerance<int16_t> tolerance_s16(1);
@@ -67,29 +74,42 @@
TEST_SUITE(NEON)
TEST_SUITE(Scale)
-DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), ScaleDataTypes),
+DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), ScaleDataTypes), ScaleDataLayouts),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
framework::dataset::make("SamplingPolicy", { SamplingPolicy::CENTER })),
- shape, data_type, policy, border_mode, sampling_policy)
+ shape, data_type, data_layout, policy, border_mode, sampling_policy)
{
std::mt19937 generator(library->seed());
std::uniform_real_distribution<float> distribution_float(0.25, 2);
const float scale_x = distribution_float(generator);
const float scale_y = distribution_float(generator);
uint8_t constant_border_value = 0;
+ TensorShape src_shape = shape;
if(border_mode == BorderMode::CONSTANT)
{
std::uniform_int_distribution<uint8_t> distribution_u8(0, 255);
constant_border_value = distribution_u8(generator);
}
+ // Get width/height indices depending on layout
+ const int idx_width = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH);
+ const int idx_height = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT);
+
+ // Change shape in case of NHWC.
+ if(data_layout == DataLayout::NHWC)
+ {
+ permute(src_shape, PermutationVector(2U, 0U, 1U));
+ }
+
+ // Calculate scaled shape
+ TensorShape shape_scaled(src_shape);
+ shape_scaled.set(idx_width, src_shape[idx_width] * scale_x);
+ shape_scaled.set(idx_height, src_shape[idx_height] * scale_y);
+
// Create tensors
- Tensor src = create_tensor<Tensor>(shape, data_type);
- TensorShape shape_scaled(shape);
- shape_scaled.set(0, shape[0] * scale_x);
- shape_scaled.set(1, shape[1] * scale_y);
- Tensor dst = create_tensor<Tensor>(shape_scaled, data_type);
+ Tensor src = create_tensor<Tensor>(src_shape, data_type, 1, 0, QuantizationInfo(), data_layout);
+ Tensor dst = create_tensor<Tensor>(shape_scaled, data_type, 1, 0, QuantizationInfo(), data_layout);
ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS);
ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS);
@@ -100,14 +120,26 @@
// Validate valid region
const ValidRegion dst_valid_region = calculate_valid_region_scale(*(src.info()), shape_scaled, policy, sampling_policy, (border_mode == BorderMode::UNDEFINED));
-
validate(dst.info()->valid_region(), dst_valid_region);
// Validate padding
- PaddingCalculator calculator(shape_scaled.x(), 16);
+ int num_elements_processed_x = 16;
+ if(data_layout == DataLayout::NHWC)
+ {
+ num_elements_processed_x = (policy == InterpolationPolicy::BILINEAR) ? 1 : 16 / src.info()->element_size();
+ }
+ PaddingCalculator calculator(shape_scaled.x(), num_elements_processed_x);
calculator.set_border_mode(border_mode);
- const PaddingSize read_padding(1);
+ PaddingSize read_padding(1);
+ if(data_layout == DataLayout::NHWC)
+ {
+ read_padding = calculator.required_padding(PaddingCalculator::Option::EXCLUDE_BORDER);
+ if(border_mode == BorderMode::CONSTANT && policy == InterpolationPolicy::BILINEAR)
+ {
+ read_padding.top = 1;
+ }
+ }
const PaddingSize write_padding = calculator.required_padding(PaddingCalculator::Option::EXCLUDE_BORDER);
validate(src.info()->padding(), read_padding);
validate(dst.info()->padding(), write_padding);
@@ -118,8 +150,9 @@
TEST_SUITE(Float)
TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEScaleFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunSmall, NEScaleFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
DataType::F32)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
framework::dataset::make("SamplingPolicy", { SamplingPolicy::CENTER })))
@@ -131,8 +164,9 @@
// Validate output
validate(Accessor(_target), _reference, valid_region, tolerance_f32, tolerance_num_f32);
}
-FIXTURE_DATA_TEST_CASE(RunLarge, NEScaleFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunLarge, NEScaleFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
DataType::F32)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
framework::dataset::make("SamplingPolicy", { SamplingPolicy::CENTER })))
@@ -149,8 +183,9 @@
TEST_SUITE(Integer)
TEST_SUITE(U8)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEScaleFixture<uint8_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunSmall, NEScaleFixture<uint8_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
DataType::U8)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
framework::dataset::make("SamplingPolicy", { SamplingPolicy::CENTER })))
@@ -162,8 +197,9 @@
// Validate output
validate(Accessor(_target), _reference, valid_region, tolerance_u8);
}
-FIXTURE_DATA_TEST_CASE(RunLarge, NEScaleFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunLarge, NEScaleFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
DataType::U8)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
framework::dataset::make("SamplingPolicy", { SamplingPolicy::CENTER })))
@@ -177,8 +213,9 @@
}
TEST_SUITE_END()
TEST_SUITE(S16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEScaleFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunSmall, NEScaleFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
DataType::S16)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
framework::dataset::make("SamplingPolicy", { SamplingPolicy::CENTER })))
@@ -190,8 +227,9 @@
// Validate output
validate(Accessor(_target), _reference, valid_region, tolerance_s16, tolerance_num_s16);
}
-FIXTURE_DATA_TEST_CASE(RunLarge, NEScaleFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunLarge, NEScaleFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
DataType::S16)),
+ framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })),
framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })),
datasets::BorderModes()),
framework::dataset::make("SamplingPolicy", { SamplingPolicy::CENTER })))
diff --git a/tests/validation/fixtures/ScaleFixture.h b/tests/validation/fixtures/ScaleFixture.h
index 604bfb2..ec10231 100644
--- a/tests/validation/fixtures/ScaleFixture.h
+++ b/tests/validation/fixtures/ScaleFixture.h
@@ -44,7 +44,7 @@
{
public:
template <typename...>
- void setup(TensorShape shape, DataType data_type, InterpolationPolicy policy, BorderMode border_mode, SamplingPolicy sampling_policy)
+ void setup(TensorShape shape, DataType data_type, DataLayout data_layout, InterpolationPolicy policy, BorderMode border_mode, SamplingPolicy sampling_policy)
{
constexpr float max_width = 8192.0f;
constexpr float max_height = 6384.0f;
@@ -60,13 +60,16 @@
float scale_x = distribution_float(generator);
float scale_y = distribution_float(generator);
- scale_x = ((shape.x() * scale_x) > max_width) ? (max_width / shape.x()) : scale_x;
- scale_y = ((shape.y() * scale_y) > max_height) ? (max_height / shape.y()) : scale_y;
+ const int idx_width = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH);
+ const int idx_height = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT);
+
+ scale_x = ((shape[idx_width] * scale_x) > max_width) ? (max_width / shape[idx_width]) : scale_x;
+ scale_y = ((shape[idx_height] * scale_y) > max_height) ? (max_height / shape[idx_height]) : scale_y;
std::uniform_int_distribution<uint8_t> distribution_u8(0, 255);
T constant_border_value = static_cast<T>(distribution_u8(generator));
- _target = compute_target(shape, scale_x, scale_y, policy, border_mode, constant_border_value, sampling_policy);
+ _target = compute_target(shape, data_layout, scale_x, scale_y, policy, border_mode, constant_border_value, sampling_policy);
_reference = compute_reference(shape, scale_x, scale_y, policy, border_mode, constant_border_value, sampling_policy);
}
@@ -86,15 +89,25 @@
}
}
- TensorType compute_target(const TensorShape &shape, const float scale_x, const float scale_y,
+ TensorType compute_target(TensorShape shape, DataLayout data_layout, const float scale_x, const float scale_y,
InterpolationPolicy policy, BorderMode border_mode, T constant_border_value, SamplingPolicy sampling_policy)
{
+ // Change shape in case of NHWC.
+ if(data_layout == DataLayout::NHWC)
+ {
+ permute(shape, PermutationVector(2U, 0U, 1U));
+ }
+
// Create tensors
- TensorType src = create_tensor<TensorType>(shape, _data_type);
+ TensorType src = create_tensor<TensorType>(shape, _data_type, 1, 0, QuantizationInfo(), data_layout);
+
+ const int idx_width = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH);
+ const int idx_height = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT);
+
TensorShape shape_scaled(shape);
- shape_scaled.set(0, shape[0] * scale_x);
- shape_scaled.set(1, shape[1] * scale_y);
- TensorType dst = create_tensor<TensorType>(shape_scaled, _data_type);
+ shape_scaled.set(idx_width, shape[idx_width] * scale_x);
+ shape_scaled.set(idx_height, shape[idx_height] * scale_y);
+ TensorType dst = create_tensor<TensorType>(shape_scaled, _data_type, 1, 0, QuantizationInfo(), data_layout);
// Create and configure function
FunctionType scale;
@@ -123,7 +136,7 @@
InterpolationPolicy policy, BorderMode border_mode, T constant_border_value, SamplingPolicy sampling_policy)
{
// Create reference
- SimpleTensor<T> src{ shape, _data_type };
+ SimpleTensor<T> src{ shape, _data_type, 1, 0, QuantizationInfo() };
// Fill reference
fill(src);
diff --git a/tests/validation/reference/Scale.cpp b/tests/validation/reference/Scale.cpp
index 5c9e956..f8a8b88 100644
--- a/tests/validation/reference/Scale.cpp
+++ b/tests/validation/reference/Scale.cpp
@@ -23,6 +23,7 @@
*/
#include "Scale.h"
+
#include "Utils.h"
#include "arm_compute/core/utils/misc/Utility.h"
#include "support/ToolchainSupport.h"