aboutsummaryrefslogtreecommitdiff
path: root/tests/validation/fixtures/UnstackFixture.h
diff options
context:
space:
mode:
Diffstat (limited to 'tests/validation/fixtures/UnstackFixture.h')
-rw-r--r--tests/validation/fixtures/UnstackFixture.h118
1 files changed, 118 insertions, 0 deletions
diff --git a/tests/validation/fixtures/UnstackFixture.h b/tests/validation/fixtures/UnstackFixture.h
new file mode 100644
index 0000000000..f20a128415
--- /dev/null
+++ b/tests/validation/fixtures/UnstackFixture.h
@@ -0,0 +1,118 @@
+/*
+ * Copyright (c) 2018 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_UNSTACK_FIXTURE
+#define ARM_COMPUTE_TEST_UNSTACK_FIXTURE
+
+#include "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/core/utils/misc/ShapeCalculator.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/Helpers.h"
+#include "tests/validation/reference/Unstack.h"
+
+#include <random>
+
+namespace arm_compute
+{
+namespace test
+{
+namespace validation
+{
+template <typename TensorType, typename ITensorType, typename AccessorType, typename FunctionType, typename T>
+class UnstackValidationFixture : public framework::Fixture
+{
+public:
+ template <typename...>
+ void setup(TensorShape input_shape, int axis, int num, DataType data_type)
+ {
+ _target = compute_target(input_shape, axis, num, data_type);
+ _reference = compute_reference(input_shape, axis, num, data_type);
+ }
+
+protected:
+ template <typename U>
+ void fill(U &&tensor, int i)
+ {
+ library->fill_tensor_uniform(tensor, i);
+ }
+
+ std::vector<TensorType> compute_target(TensorShape input_shape, int axis, unsigned int num, DataType data_type)
+ {
+ TensorType input_tensor = create_tensor<TensorType>(input_shape, data_type);
+ const unsigned int axis_u = wrap_around(axis, static_cast<int>(input_shape.num_dimensions()));
+ const unsigned int axis_size = input_shape[axis_u];
+ const unsigned int num_slices = std::min(num, axis_size);
+ std::vector<TensorType> output_slices(num_slices);
+ std::vector<ITensorType *> output_ptrs(num_slices);
+ for(size_t k = 0; k < num_slices; ++k)
+ {
+ output_ptrs[k] = &output_slices[k];
+ }
+ // Create and configure function
+ FunctionType unstack;
+ unstack.configure(&input_tensor, output_ptrs, axis);
+ // Allocate tensors
+ for(auto &out : output_slices)
+ {
+ out.allocator()->allocate();
+ ARM_COMPUTE_EXPECT(!out.info()->is_resizable(), framework::LogLevel::ERRORS);
+ }
+ input_tensor.allocator()->allocate();
+ ARM_COMPUTE_EXPECT(!input_tensor.info()->is_resizable(), framework::LogLevel::ERRORS);
+ fill(AccessorType(input_tensor), 0);
+ // Compute function
+ unstack.run();
+ return output_slices;
+ }
+
+ std::vector<SimpleTensor<T>> compute_reference(TensorShape input_shape, int axis, unsigned int num, DataType data_type)
+ {
+ const unsigned int axis_u = wrap_around(axis, static_cast<int>(input_shape.num_dimensions()));
+ const unsigned int axis_size = input_shape[axis_u];
+ const unsigned int num_output_tensors = (num == 0) ? axis_size : std::min(axis_size, num);
+ // create and fill input tensor
+ SimpleTensor<T> input_tensor{ input_shape, data_type };
+ fill(input_tensor, 0);
+ // create output tensors
+ const TensorShape slice_shape = arm_compute::misc::shape_calculator::calculate_unstack_shape(input_shape, axis_u);
+ std::vector<SimpleTensor<T>> output_tensors(num_output_tensors);
+ for(size_t k = 0; k < num_output_tensors; ++k)
+ {
+ output_tensors[k] = SimpleTensor<T>(slice_shape, data_type);
+ }
+
+ return reference::unstack<T>(input_tensor, output_tensors, axis);
+ }
+
+ std::vector<TensorType> _target{};
+ std::vector<SimpleTensor<T>> _reference{};
+};
+} // namespace validation
+} // namespace test
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_TEST_UNSTACK_FIXTURE */