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>

5 files changed, 15 insertions, 31 deletions

diff --git a/arm_compute/runtime/CL/CLFunctions.h b/arm_compute/runtime/CL/CLFunctions.h
index 01b61c82d8..9d4b2fa050 100644
--- a/arm_compute/runtime/CL/CLFunctions.h
+++ b/arm_compute/runtime/CL/CLFunctions.h
@@ -51,8 +51,8 @@
 #include "arm_compute/runtime/CL/functions/CLDequantizationLayer.h"
 #include "arm_compute/runtime/CL/functions/CLDirectConvolutionLayer.h"
 #include "arm_compute/runtime/CL/functions/CLDirectDeconvolutionLayer.h"
-#include "arm_compute/runtime/CL/functions/CLElementWiseUnaryLayer.h"
 #include "arm_compute/runtime/CL/functions/CLElementwiseOperations.h"
+#include "arm_compute/runtime/CL/functions/CLElementwiseUnaryLayer.h"
 #include "arm_compute/runtime/CL/functions/CLFFT1D.h"
 #include "arm_compute/runtime/CL/functions/CLFFT2D.h"
 #include "arm_compute/runtime/CL/functions/CLFFTConvolutionLayer.h"
diff --git a/arm_compute/runtime/CL/functions/CLElementWiseUnaryLayer.h b/arm_compute/runtime/CL/functions/CLElementwiseUnaryLayer.h
index 594ee4cfdc..594ee4cfdc 100644
--- a/arm_compute/runtime/CL/functions/CLElementWiseUnaryLayer.h
+++ b/arm_compute/runtime/CL/functions/CLElementwiseUnaryLayer.h
diff --git a/arm_compute/runtime/NEON/functions/NESlice.h b/arm_compute/runtime/NEON/functions/NESlice.h
index 550bfd2188..ac79a5c633 100644
--- a/arm_compute/runtime/NEON/functions/NESlice.h
+++ b/arm_compute/runtime/NEON/functions/NESlice.h
@@ -103,14 +103,6 @@ class NESlice : public INEOperator
 public:
     /** Configure kernel
      *
-     * Valid data layouts:
-     * - All
-     *
-     * Valid data type configurations:
-     * |src    |dst    |
-     * |:------|:------|
-     * |All    |All    |
-     *
      * @note Supported tensor rank: up to 4
      * @note Start indices must be non-negative. 0 <= starts[i]
      * @note End coordinates can be negative, which represents the number of elements before the end of that dimension.
diff --git a/arm_compute/runtime/NEON/functions/NEStridedSlice.h b/arm_compute/runtime/NEON/functions/NEStridedSlice.h
index 0b4c2a63a1..4b14d946f6 100644
--- a/arm_compute/runtime/NEON/functions/NEStridedSlice.h
+++ b/arm_compute/runtime/NEON/functions/NEStridedSlice.h
@@ -109,14 +109,6 @@ class NEStridedSlice : public INEOperator
 public:
     /** Configure kernel
      *
-     * Valid data layouts:
-     * - All
-     *
-     * Valid data type configurations:
-     * |src    |dst    |
-     * |:------|:------|
-     * |All    |All    |
-     *
      * @note Supported tensor rank: up to 4
      *
      * @param[in]  input            Source tensor info. Data type supported: All
diff --git a/arm_compute/runtime/OperatorList.h b/arm_compute/runtime/OperatorList.h
index e1c2bed41d..8f1f4ba0a9 100644
--- a/arm_compute/runtime/OperatorList.h
+++ b/arm_compute/runtime/OperatorList.h
@@ -94,7 +94,7 @@
 /** BitwiseAnd
  *
  * Description:
- * Function to performe bitwise AND between 2 tensors.
+ * Function to perform bitwise AND between 2 tensors.
  *
  * Equivalent Android NNAPI Op:
  * ANEURALNETWORKS_LOGICAL_AND
@@ -104,7 +104,7 @@
 /** BitwiseNot
  *
  * Description:
- * Function to performe bitwise NOT.
+ * Function to perform bitwise NOT.
  *
  * Equivalent Android NNAPI Op:
  * ANEURALNETWORKS_LOGICAL_NOT
@@ -114,7 +114,7 @@
 /** BitwiseOr
  *
  * Description:
- * Function to performe bitwise OR between 2 tensors.
+ * Function to perform bitwise OR between 2 tensors.
  *
  * Equivalent Android NNAPI Op:
  * ANEURALNETWORKS_LOGICAL_OR
@@ -124,7 +124,7 @@
 /** BitwiseXor
  *
  * Description:
- * Function to performe bitwise XOR between 2 tensors.
+ * Function to perform bitwise XOR between 2 tensors.
  *
  * Equivalent Android NNAPI Op:
  * n/a
@@ -189,7 +189,7 @@
 /** ConvertFullyConnectedWeights
  *
  * Description:
- * Function to tranpose the wieghts for the fully connected layer.
+ * Function to transpose the weights for the fully connected layer.
  *
  * Equivalent Android NNAPI Op:
  * n/a
@@ -239,7 +239,7 @@
 /** DeconvolutionLayer
  *
  * Description:
- * Function to compute a deconvolution or tranpose convolution.
+ * Function to compute a deconvolution or transpose convolution.
  *
  * Equivalent Android NNAPI Op:
  * ANEURALNETWORKS_TRANSPOSE_CONV_2D
@@ -326,7 +326,7 @@
  *
  */
 
-/** ElementWiseOperations
+/** ElementwiseOperations
  *
  * Description:
  * Function to perform in Cpu:
@@ -426,7 +426,7 @@
 /** FillBorder
  *
  * Description:
- * Function to .
+ * Function to fill the borders within the XY-planes.
  *
  * Equivalent Android NNAPI Op:
  * n/a
@@ -493,7 +493,7 @@
  *
  */
 
-/** GEMMConv2D
+/** GEMMConv2d
  *
  * Description:
  * General Matrix Multiplication.
@@ -691,7 +691,7 @@
 /** PixelWiseMultiplication
  *
  * Description:
- * Function to performe a multiplication.
+ * Function to perform a multiplication.
  *
  * Equivalent Android NNAPI Op:
  * ANEURALNETWORKS_MUL
@@ -701,7 +701,7 @@
 /** PoolingLayer
  *
  * Description:
- * Function to performe pooling with the specified pooling operation.
+ * Function to perform pooling with the specified pooling operation.
  *
  * Equivalent Android NNAPI Op:
  * ANEURALNETWORKS_AVERAGE_POOL_2D
@@ -764,7 +764,7 @@
 /** ReduceMean
  *
  * Description:
- * Function to performe reduce mean operation.
+ * Function to perform reduce mean operation.
  *
  * Equivalent Android NNAPI Op:
  * ANEURALNETWORKS_MEAN
@@ -774,7 +774,7 @@
 /** ReductionOperation
  *
  * Description:
- * Function to performe reduce with the following operations
+ * Function to perform reduce with the following operations
  * - ARG_IDX_MAX: Index of the max value
  * - ARG_IDX_MIN: Index of the min value
  * - MEAN_SUM:    Mean of sum
@@ -992,7 +992,7 @@
 /** WinogradInputTransform
  *
  * Description:
- * Function to.
+ * Function to perform a Winograd transform on the input tensor.
  *
  * Equivalent Android NNAPI Op:
  * n/a