COMPMID-2911 Update README and Doxygen for 19.11

Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: I4b8bc6970d8c0597a18115dc3414fdc9e05b91d9
Reviewed-on: https://review.mlplatform.org/c/2382
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>

2 files changed, 66 insertions, 4 deletions

diff --git a/docs/00_introduction.dox b/docs/00_introduction.dox
index 7f44fb7479..476023b43f 100644
--- a/docs/00_introduction.dox
+++ b/docs/00_introduction.dox
@@ -237,16 +237,69 @@ If there is more than one release in a month then an extra sequential number is
 @subsection S2_2_changelog Changelog
 
 v19.11 Public major release
- - Deprecated OpenCL kernels / functions
+ - Various bug fixes.
+ - Various optimisations.
+ - Deprecated OpenCL kernels / functions:
     - CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel
     - CLDepthwiseIm2ColKernel
+    - CLDepthwiseSeparableConvolutionLayer
     - CLDepthwiseVectorToTensorKernel
     - CLDirectConvolutionLayerOutputStageKernel
- - Deprecated NEON kernels / functions
+ - Deprecated NEON kernels / functions:
     - NEDepthwiseWeightsReshapeKernel
     - NEDepthwiseIm2ColKernel
+    - NEDepthwiseSeparableConvolutionLayer
     - NEDepthwiseVectorToTensorKernel
     - NEDepthwiseConvolutionLayer3x3
+ - New OpenCL kernels / functions:
+    - @ref CLInstanceNormalizationLayerKernel / @ref CLInstanceNormalizationLayer
+    - @ref CLDepthwiseConvolutionLayerNativeKernel to replace the old generic depthwise convolution (see Deprecated
+      OpenCL kernels / functions)
+    - @ref CLLogSoftmaxLayer
+ - New NEON kernels / functions:
+    - @ref NEBoundingBoxTransformKernel / @ref NEBoundingBoxTransform
+    - @ref NEComputeAllAnchorsKernel / @ref NEComputeAllAnchors
+    - @ref NEDetectionPostProcessLayer
+    - @ref NEGenerateProposalsLayer
+    - @ref NEInstanceNormalizationLayerKernel / @ref NEInstanceNormalizationLayer
+    - @ref NELogSoftmaxLayer
+    - @ref NEROIAlignLayerKernel / @ref NEROIAlignLayer
+ - Added QASYMM8 support for:
+    - @ref CLGenerateProposalsLayer
+    - @ref CLROIAlignLayer
+    - @ref CPPBoxWithNonMaximaSuppressionLimit
+ - Added QASYMM16 support for:
+    - @ref CLBoundingBoxTransform
+ - Added FP16 support for:
+    - @ref CLGEMMMatrixMultiplyReshapedKernel
+ - Added new data type QASYMM8_PER_CHANNEL support for:
+    - @ref CLDequantizationLayer
+    - @ref NEDequantizationLayer
+ - Added new data type QSYMM8_PER_CHANNEL support for:
+    - @ref CLConvolutionLayer
+    - @ref NEConvolutionLayer
+    - @ref CLDepthwiseConvolutionLayer
+    - @ref NEDepthwiseConvolutionLayer
+ - Added FP16 mixed-precision support for:
+    - @ref CLGEMMMatrixMultiplyReshapedKernel
+    - @ref CLPoolingLayerKernel
+ - Added FP32 and FP16 ELU activation for:
+    - @ref CLActivationLayer
+    - @ref NEActivationLayer
+ - Added asymmetric padding support for:
+    - @ref CLDirectDeconvolutionLayer
+    - @ref CLGEMMDeconvolutionLayer
+    - @ref NEDeconvolutionLayer
+ - Added SYMMETRIC and REFLECT modes for @ref CLPadLayerKernel / @ref CLPadLayer.
+ - Replaced the calls to @ref NECopyKernel and @ref NEMemsetKernel with @ref NEPadLayer in @ref NEGenerateProposalsLayer.
+ - Replaced the calls to @ref CLCopyKernel and @ref CLMemsetKernel with @ref CLPadLayer in @ref CLGenerateProposalsLayer.
+ - Improved performance for CL Inception V3 - FP16.
+ - Improved accuracy for CL Inception V3 - FP16 by enabling FP32 accumulator (mixed-precision).
+ - Improved NEON performance by enabling fusing batch normalization with convolution and depth-wise convolution layer.
+ - Improved NEON performance for MobileNet-SSD by improving the output detection performance.
+ - Optimized @ref CLPadLayer.
+ - Optimized CL generic depthwise convolution layer by introducing @ref CLDepthwiseConvolutionLayerNativeKernel.
+ - Reduced memory consumption by implementing weights sharing.
 
 v19.08 Public major release
  - Various bug fixes.
diff --git a/docs/06_functions_list.dox b/docs/06_functions_list.dox
index 8143d827ae..30b522bb2a 100644
--- a/docs/06_functions_list.dox
+++ b/docs/06_functions_list.dox
@@ -36,8 +36,11 @@ namespace arm_compute
         - @ref NEAbsoluteDifference
         - @ref NEArithmeticAddition
         - @ref NEArithmeticSubtraction
+        - @ref NEBoundingBoxTransform
         - @ref NEBox3x3
         - @ref NECast
+        - @ref NEComplexPixelWiseMultiplication
+        - @ref NEComputeAllAnchors
         - @ref NEConvolution3x3
         - @ref NEConvolutionRectangle
         - @ref NEDilate
@@ -57,6 +60,8 @@ namespace arm_compute
         - @ref NEPixelWiseMultiplication
         - @ref NEPReluLayer
         - @ref NERemap
+        - @ref NEROIAlignLayer
+        - @ref NERoundLayer
         - @ref NERsqrtLayer
         - @ref NEScharr3x3
         - @ref NESelect
@@ -120,6 +125,7 @@ namespace arm_compute
     - @ref NEDepthwiseConvolutionLayerOptimized
     - @ref NEDequantizationLayer
     - @ref NEDerivative
+    - @ref NEDetectionPostProcessLayer
     - @ref NEDirectConvolutionLayer
     - @ref NEEqualizeHistogram
     - @ref NEFastCorners
@@ -139,12 +145,14 @@ namespace arm_compute
     - @ref NEGEMMConvolutionLayer
     - @ref NEGEMMLowpAssemblyMatrixMultiplyCore
     - @ref NEGEMMLowpMatrixMultiplyCore
+    - @ref NEGenerateProposalsLayer
     - @ref NEHarrisCorners
     - @ref NEHistogram
     - @ref NEHOGDescriptor
     - @ref NEHOGGradient
     - @ref NEHOGMultiDetection
     - @ref NEIm2Col
+    - @ref NEInstanceNormalizationLayer
     - @ref NEL2NormalizeLayer
     - @ref NELaplacianPyramid
     - @ref NELaplacianReconstruct
@@ -167,7 +175,7 @@ namespace arm_compute
     - @ref NESimpleAssemblyFunction
     - @ref NESobel5x5
     - @ref NESobel7x7
-    - @ref NESoftmaxLayer
+    - @ref NESoftmaxLayerGeneric <IS_LOG>
     - @ref NESpaceToBatchLayer
     - @ref NESpaceToDepthLayer
     - @ref NESplit
@@ -237,7 +245,7 @@ namespace arm_compute
     - @ref CLRNNLayer
     - @ref CLSobel5x5
     - @ref CLSobel7x7
-    - @ref CLSoftmaxLayer
+    - @ref CLSoftmaxLayerGeneric <IS_LOG>
     - @ref CLSpaceToBatchLayer
     - @ref CLSpaceToDepthLayer
     - @ref CLSplit
@@ -358,6 +366,7 @@ namespace arm_compute
 
  - @ref IFunction
     - @ref CPPDetectionOutputLayer
+    - @ref CPPDetectionPostProcessLayer
     - @ref ICPPSimpleFunction
         - @ref CPPBoxWithNonMaximaSuppressionLimit
         - @ref CPPPermute