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authorPablo Tello <pablo.tello@arm.com>2017-11-23 15:50:08 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:41:36 +0000
commit2fdc40956a4d521ec811bf33aafd0b1e756d6d54 (patch)
tree55d502e719846b49a54ba6fc30c3a41172cd183c /tests/validation/fixtures/GEMMInterleave4x4Fixture.h
parent564ed39da0fd8a0d45d62e6f985f5bb798d8361d (diff)
downloadComputeLibrary-2fdc40956a4d521ec811bf33aafd0b1e756d6d54.tar.gz
COMPMID-592: Ported GEMMInterleave4x4 tests.
Change-Id: I161fa095b2b8a719bb152366294f62c1aad073ce Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110463 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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+/*
+ * Copyright (c) 2017 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#ifndef ARM_COMPUTE_TEST_GEMM_INTERLEAVE_4X4_FIXTURE
+#define ARM_COMPUTE_TEST_GEMM_INTERLEAVE_4X4_FIXTURE
+
+#include "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "tests/AssetsLibrary.h"
+#include "tests/Globals.h"
+#include "tests/IAccessor.h"
+#include "tests/framework/Asserts.h"
+#include "tests/framework/Fixture.h"
+#include "tests/validation/CPP/GEMMInterleave4x4.h"
+#include "tests/validation/Helpers.h"
+
+#include <random>
+
+namespace arm_compute
+{
+namespace test
+{
+namespace validation
+{
+template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
+class GEMMInterleave4x4ValidationFixedPointFixture : public framework::Fixture
+{
+public:
+ template <typename...>
+ void setup(size_t x, size_t y, DataType data_type, int fractional_bits)
+ {
+ _fractional_bits = fractional_bits;
+ _data_type = data_type;
+ const TensorShape shape_a(x, y);
+ const TensorShape shape_b(static_cast<size_t>(x * 4.f), static_cast<size_t>(std::ceil(y / 4.f)));
+ _target = compute_target(shape_a, shape_b, data_type, fractional_bits);
+ _reference = compute_reference(shape_a, shape_b, data_type, fractional_bits);
+ }
+
+protected:
+ template <typename U>
+ void fill(U &&tensor, int i)
+ {
+ switch(tensor.data_type())
+ {
+ case DataType::F16:
+ case DataType::F32:
+ {
+ std::uniform_real_distribution<> distribution(-1.f, 1.f);
+ library->fill(tensor, distribution, i);
+ break;
+ }
+ default:
+ library->fill_tensor_uniform(tensor, i);
+ break;
+ }
+ }
+
+ TensorType compute_target(const TensorShape &shape_a, const TensorShape &shape_b, DataType data_type, int fixed_point_position)
+ {
+ // Create tensors
+ TensorType a = create_tensor<TensorType>(shape_a, data_type, 1, fixed_point_position);
+ TensorType b = create_tensor<TensorType>(shape_b, data_type, 1, fixed_point_position);
+
+ // Create and configure function
+ FunctionType f;
+ f.configure(&a, &b);
+
+ ARM_COMPUTE_EXPECT(a.info()->is_resizable(), framework::LogLevel::ERRORS);
+ ARM_COMPUTE_EXPECT(b.info()->is_resizable(), framework::LogLevel::ERRORS);
+
+ // Allocate tensors
+ a.allocator()->allocate();
+ b.allocator()->allocate();
+
+ ARM_COMPUTE_EXPECT(!a.info()->is_resizable(), framework::LogLevel::ERRORS);
+ ARM_COMPUTE_EXPECT(!b.info()->is_resizable(), framework::LogLevel::ERRORS);
+
+ // Fill tensors
+ fill(AccessorType(a), 0);
+ fill(AccessorType(b), 0);
+
+ // Compute GEMM function
+ f.run();
+ return b;
+ }
+
+ SimpleTensor<T> compute_reference(const TensorShape &shape_a, const TensorShape &shape_b, DataType data_type, int fixed_point_position)
+ {
+ // Create reference
+ SimpleTensor<T> a{ shape_a, data_type, 1, fixed_point_position };
+ SimpleTensor<T> b{ shape_b, data_type, 1, fixed_point_position };
+
+ // Fill reference
+ fill(a, 0);
+ fill(b, 0);
+
+ return reference::gemm_interleave_4x4<T>(a, b);
+ }
+
+ TensorType _target{};
+ SimpleTensor<T> _reference{};
+ int _fractional_bits{};
+ DataType _data_type{};
+};
+
+template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
+class GEMMInterleave4x4ValidationFixture : public GEMMInterleave4x4ValidationFixedPointFixture<TensorType, AccessorType, FunctionType, T>
+{
+public:
+ template <typename...>
+ void setup(size_t x, size_t y, DataType data_type)
+ {
+ GEMMInterleave4x4ValidationFixedPointFixture<TensorType, AccessorType, FunctionType, T>::setup(x, y, data_type, 0);
+ }
+};
+
+} // namespace validation
+} // namespace test
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_TEST_GEMM_INTERLEAVE_4X4_FIXTURE */