COMPMID-1767: NEON: Implement Where/Select

Change-Id: If8a1ab6d6a029a5c547b726e0692eecef9a2e97d
Reviewed-on: https://review.mlplatform.org/415
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>

1 files changed, 188 insertions, 0 deletions

diff --git a/tests/validation/NEON/Select.cpp b/tests/validation/NEON/Select.cpp
new file mode 100644
index 0000000000..9ac7a6f013
--- /dev/null
+++ b/tests/validation/NEON/Select.cpp
@@ -0,0 +1,188 @@
+/*
+ * 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 CONCLCTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/NEON/functions/NESelect.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+#include "tests/NEON/Accessor.h"
+#include "tests/datasets/ShapeDatasets.h"
+#include "tests/framework/Asserts.h"
+#include "tests/framework/Macros.h"
+#include "tests/framework/datasets/Datasets.h"
+#include "tests/validation/Validation.h"
+#include "tests/validation/fixtures/SelectFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace validation
+{
+namespace
+{
+auto configuration_dataset = combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()),
+                                     framework::dataset::make("has_same_rank", { false, true }));
+auto run_small_dataset = combine(datasets::SmallShapes(), framework::dataset::make("has_same_rank", { false, true }));
+auto run_large_dataset = combine(datasets::LargeShapes(), framework::dataset::make("has_same_rank", { false, true }));
+} // namespace
+
+TEST_SUITE(NEON)
+TEST_SUITE(Select)
+
+// *INDENT-OFF*
+// clang-format off
+DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(
+        framework::dataset::make("CInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S8), // Invalid condition datatype
+                                            TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid output datatype
+                                            TensorInfo(TensorShape(13U), 1, DataType::U8),          // Invalid c shape
+                                            TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Mismatching shapes
+                                            TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
+                                            TensorInfo(TensorShape(2U), 1, DataType::U8),
+        }),
+        framework::dataset::make("XInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
+                                           TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
+                                           TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
+                                           TensorInfo(TensorShape(32U, 10U, 2U), 1, DataType::F32),
+                                           TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
+                                           TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
+        })),
+        framework::dataset::make("YInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
+                                           TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
+                                           TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
+                                           TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
+                                           TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
+                                           TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
+        })),
+        framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
+                                                TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S8),
+                                                TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
+                                                TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
+                                                TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
+                                                TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
+        })),
+        framework::dataset::make("Expected", { false, false, false, false, true, true})),
+        c_info, x_info, y_info, output_info, expected)
+{
+    Status s = NESelect::validate(&c_info.clone()->set_is_resizable(false),
+                                  &x_info.clone()->set_is_resizable(false),
+                                  &y_info.clone()->set_is_resizable(false),
+                                  &output_info.clone()->set_is_resizable(false));
+    ARM_COMPUTE_EXPECT(bool(s) == expected, framework::LogLevel::ERRORS);
+}
+// clang-format on
+// *INDENT-ON*
+
+template <typename T>
+using NESelectFixture = SelectValidationFixture<Tensor, Accessor, NESelect, T>;
+
+TEST_SUITE(Float)
+
+#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
+TEST_SUITE(F16)
+DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, configuration_dataset,
+               shape, same_rank)
+{
+    const DataType dt = DataType::F16;
+
+    // Create tensors
+    Tensor ref_c = create_tensor<Tensor>(detail::select_condition_shape(shape, same_rank), DataType::U8);
+    Tensor ref_x = create_tensor<Tensor>(shape, dt);
+    Tensor ref_y = create_tensor<Tensor>(shape, dt);
+    Tensor dst   = create_tensor<Tensor>(shape, dt);
+
+    // Create and Configure function
+    NESelect select;
+    select.configure(&ref_c, &ref_x, &ref_y, &dst);
+
+    // Validate valid region
+    const ValidRegion valid_region = shape_to_valid_region(shape);
+    validate(dst.info()->valid_region(), valid_region);
+}
+
+FIXTURE_DATA_TEST_CASE(RunSmall,
+                       NESelectFixture<half>,
+                       framework::DatasetMode::PRECOMMIT,
+                       combine(run_small_dataset, framework::dataset::make("DataType", DataType::F16)))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+
+FIXTURE_DATA_TEST_CASE(RunLarge,
+                       NESelectFixture<half>,
+                       framework::DatasetMode::NIGHTLY,
+                       combine(run_large_dataset, framework::dataset::make("DataType", DataType::F16)))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+TEST_SUITE_END() // F16
+#endif           /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
+
+TEST_SUITE(FP32)
+DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, configuration_dataset,
+               shape, same_rank)
+{
+    const DataType dt = DataType::F32;
+
+    // Create tensors
+    Tensor ref_c = create_tensor<Tensor>(detail::select_condition_shape(shape, same_rank), DataType::U8);
+    Tensor ref_x = create_tensor<Tensor>(shape, dt);
+    Tensor ref_y = create_tensor<Tensor>(shape, dt);
+    Tensor dst   = create_tensor<Tensor>(shape, dt);
+
+    // Create and Configure function
+    NESelect select;
+    select.configure(&ref_c, &ref_x, &ref_y, &dst);
+
+    // Validate valid region
+    const ValidRegion valid_region = shape_to_valid_region(shape);
+    validate(dst.info()->valid_region(), valid_region);
+}
+
+FIXTURE_DATA_TEST_CASE(RunSmall,
+                       NESelectFixture<float>,
+                       framework::DatasetMode::PRECOMMIT,
+                       combine(run_small_dataset, framework::dataset::make("DataType", DataType::F32)))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+
+FIXTURE_DATA_TEST_CASE(RunLarge,
+                       NESelectFixture<float>,
+                       framework::DatasetMode::NIGHTLY,
+                       combine(run_large_dataset, framework::dataset::make("DataType", DataType::F32)))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+TEST_SUITE_END() // FP32
+TEST_SUITE_END() // Float
+
+TEST_SUITE_END() // Select
+TEST_SUITE_END() // NEON
+} // namespace validation
+} // namespace test
+} // namespace arm_compute