Fix errata in documentation

This patch addresses the following errata found in the project documentation:

* Common typos.
* Missing use of trademarks.
* Incomplete operator descriptions.
* Examples of code that have since been removed from the library.
* Plus clarification over the usage of `All` category for data types and layouts.

In addition, the Operator list was not generated properly due to:

* Non-matching cases in the filenames (i.e. `Elementwise` and `ElementWise`). For consistency, all usages of the latter have been renamed to the former.
* Extra data layout tables in the headers for the `NESlice` and `NEStridedSlice` functions (note: not present in CL counterpart) meant documentation for those functions was generated twice.

Resolves: COMPMID-4561, COMPMID-4562, COMPMID-4563
Change-Id: I1eb24559545397749e636ffbf927727fb1bc6201
Signed-off-by: Jakub Sujak <jakub.sujak@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5769
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>

1 files changed, 0 insertions, 297 deletions

diff --git a/tests/validation/fixtures/ElementWiseUnaryFixture.h b/tests/validation/fixtures/ElementWiseUnaryFixture.h
deleted file mode 100644
index 661af91763..0000000000
--- a/tests/validation/fixtures/ElementWiseUnaryFixture.h
+++ /dev/null
@@ -1,297 +0,0 @@
-/*
- * Copyright (c) 2018-2021 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_ELEMENTWISE_UNARY_FIXTURE
-#define ARM_COMPUTE_TEST_ELEMENTWISE_UNARY_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/reference/ElementWiseUnary.h"
-
-namespace arm_compute
-{
-namespace test
-{
-namespace validation
-{
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class ElementWiseUnaryValidationFixture : public framework::Fixture
-{
-public:
-    template <typename...>
-    void setup(TensorShape input_shape, DataType input_data_type, bool in_place, ElementWiseUnary op, bool use_dynamic_shape = false)
-    {
-        _op                = op;
-        _target            = compute_target(input_shape, input_data_type, in_place);
-        _reference         = compute_reference(input_shape, input_data_type);
-        _use_dynamic_shape = use_dynamic_shape;
-    }
-
-protected:
-    template <typename U>
-    void fill(U &&tensor, int i, DataType data_type)
-    {
-        using FloatType             = typename std::conditional < std::is_same<T, half>::value || std::is_floating_point<T>::value, T, float >::type;
-        using FloatDistributionType = typename std::conditional<std::is_same<T, half>::value, arm_compute::utils::uniform_real_distribution_16bit<T>, std::uniform_real_distribution<FloatType>>::type;
-
-        switch(_op)
-        {
-            case ElementWiseUnary::EXP:
-            {
-                FloatDistributionType distribution{ FloatType(-1.0f), FloatType(1.0f) };
-                library->fill(tensor, distribution, i);
-                break;
-            }
-            case ElementWiseUnary::RSQRT:
-            {
-                FloatDistributionType distribution{ FloatType(1.0f), FloatType(2.0f) };
-                library->fill(tensor, distribution, i);
-                break;
-            }
-            case ElementWiseUnary::ABS:
-            case ElementWiseUnary::NEG:
-            {
-                switch(data_type)
-                {
-                    case DataType::F16:
-                    {
-                        arm_compute::utils::uniform_real_distribution_16bit<half> distribution{ -2.0f, 2.0f };
-                        library->fill(tensor, distribution, i);
-                        break;
-                    }
-                    case DataType::F32:
-                    {
-                        FloatDistributionType distribution{ FloatType(-2.0f), FloatType(2.0f) };
-                        library->fill(tensor, distribution, i);
-                        break;
-                    }
-                    case DataType::S32:
-                    {
-                        std::uniform_int_distribution<int32_t> distribution(-100, 100);
-                        library->fill(tensor, distribution, i);
-                        break;
-                    }
-                    default:
-                        ARM_COMPUTE_ERROR("DataType for Elementwise Negation Not implemented");
-                }
-                break;
-            }
-            case ElementWiseUnary::LOG:
-            {
-                FloatDistributionType distribution{ FloatType(0.0000001f), FloatType(100.0f) };
-                library->fill(tensor, distribution, i);
-                break;
-            }
-            case ElementWiseUnary::SIN:
-            {
-                FloatDistributionType distribution{ FloatType(-100.00f), FloatType(100.00f) };
-                library->fill(tensor, distribution, i);
-                break;
-            }
-            case ElementWiseUnary::ROUND:
-            {
-                FloatDistributionType distribution{ FloatType(100.0f), FloatType(-100.0f) };
-                library->fill(tensor, distribution, i);
-                break;
-            }
-            default:
-                ARM_COMPUTE_ERROR("Not implemented");
-        }
-    }
-
-    TensorType compute_target(const TensorShape &shape, DataType data_type, bool in_place)
-    {
-        // Create tensors
-        TensorType src = create_tensor<TensorType>(shape, data_type);
-        TensorType dst = create_tensor<TensorType>(shape, data_type);
-
-        TensorType *actual_dst = in_place ? &src : &dst;
-
-        // if _use_dynamic_shape is true, this fixture will test scenario for dynamic shapes.
-        // - At configure time, all input tensors are marked as dynamic using set_tensor_dynamic()
-        // - After configure, tensors are marked as static for run using set_tensor_static()
-        // - The tensors with static shape are given to run()
-        if(_use_dynamic_shape)
-        {
-            set_tensor_dynamic(src);
-        }
-
-        // Create and configure function
-        FunctionType elwiseunary_layer;
-        elwiseunary_layer.configure(&src, actual_dst);
-
-        if(_use_dynamic_shape)
-        {
-            set_tensor_static(src);
-        }
-
-        ARM_COMPUTE_ASSERT(src.info()->is_resizable());
-        src.allocator()->allocate();
-        ARM_COMPUTE_ASSERT(!src.info()->is_resizable());
-        if(!in_place)
-        {
-            ARM_COMPUTE_ASSERT(dst.info()->is_resizable());
-            dst.allocator()->allocate();
-            ARM_COMPUTE_ASSERT(!dst.info()->is_resizable());
-        }
-
-        // Fill tensors
-        fill(AccessorType(src), 0, data_type);
-
-        // Compute function
-        elwiseunary_layer.run();
-
-        if(in_place)
-        {
-            return src;
-        }
-        else
-        {
-            return dst;
-        }
-    }
-
-    SimpleTensor<T> compute_reference(const TensorShape &shape, DataType data_type)
-    {
-        // Create reference
-        SimpleTensor<T> src{ shape, data_type };
-
-        // Fill reference
-        fill(src, 0, data_type);
-
-        return reference::elementwise_unary<T>(src, _op);
-    }
-
-    TensorType       _target{};
-    SimpleTensor<T>  _reference{};
-    ElementWiseUnary _op{};
-    bool             _use_dynamic_shape{ false };
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class RsqrtValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
-    template <typename...>
-    void setup(const TensorShape &shape, DataType data_type)
-    {
-        ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, false, ElementWiseUnary::RSQRT);
-    }
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class RsqrtDynamicShapeValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
-    template <typename...>
-    void setup(const TensorShape &shape, DataType data_type)
-    {
-        ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, false, ElementWiseUnary::RSQRT, true);
-    }
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class ExpValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
-    template <typename...>
-    void setup(const TensorShape &shape, DataType data_type)
-    {
-        ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, false, ElementWiseUnary::EXP);
-    }
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class NegValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
-    template <typename...>
-    void setup(const TensorShape &shape, DataType data_type)
-    {
-        ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, false, ElementWiseUnary::NEG);
-    }
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class NegValidationInPlaceFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
-    template <typename...>
-    void setup(const TensorShape &shape, DataType data_type, bool in_place)
-    {
-        ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, in_place, ElementWiseUnary::NEG);
-    }
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class LogValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
-    template <typename...>
-    void setup(const TensorShape &shape, DataType data_type)
-    {
-        ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, false, ElementWiseUnary::LOG);
-    }
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class AbsValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
-    template <typename...>
-    void setup(const TensorShape &shape, DataType data_type)
-    {
-        ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, false, ElementWiseUnary::ABS);
-    }
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class SinValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
-    template <typename...>
-    void setup(const TensorShape &shape, DataType data_type)
-    {
-        ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, false, ElementWiseUnary::SIN);
-    }
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class RoundValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
-    template <typename...>
-    void setup(const TensorShape &shape, DataType data_type)
-    {
-        ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, false, ElementWiseUnary::ROUND);
-    }
-};
-} // namespace validation
-} // namespace test
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_TEST_ELEMENTWISE_UNARY_FIXTURE */