COMPMID-1987: 19.02 Release notes

Change-Id: I7799e9e7ec4f68222fc7bc6ac8536e4b5cea1107
Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
Reviewed-on: https://review.mlplatform.org/671
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>

1 files changed, 80 insertions, 0 deletions

diff --git a/docs/00_introduction.dox b/docs/00_introduction.dox
index aeb8a3d44c..f722836124 100644
--- a/docs/00_introduction.dox
+++ b/docs/00_introduction.dox
@@ -239,6 +239,86 @@ If there is more than one release in a month then an extra sequential number is
 @subsection S2_2_changelog Changelog
 
 v19.02 Public major release
+ - Various bug fixes.
+ - Various optimisations.
+ - New Neon kernels / functions:
+    - @ref NETileKernel / @ref NETile
+    - @ref NEFuseBatchNormalizationKernel / @ref NEFuseBatchNormalization
+    - @ref NEElementwiseOperationKernel
+    - @ref NEElementwiseMax
+    - @ref NEElementwiseMin
+    - @ref NEElementwiseSquaredDiff
+    - @ref NESelectKernel / @ref NESelect
+    - @ref NESplit
+    - @ref NESlice
+    - @ref NEUnstack
+    - @ref NEStridedSliceKernel / @ref NEStridedSlice
+    - @ref NEElementwiseUnaryKernel
+    - @ref NERsqrtLayer
+    - @ref NEExpLayer
+    - @ref NEReverseKernel / @ref NEReverse
+    - @ref NEArgMinMaxLayer
+    - @ref NEStackLayerKernel / @ref NEStackLayer
+    - @ref NERangeKernel / @ref NERange
+    - @ref NEPadLayer
+    - @ref NEMemsetKernel
+    - @ref NEGatherKernel / @ref NEGather
+    - @ref NEElementwiseComparison
+    - @ref NEElementwiseComparisonStatic
+    - @ref NEComparisonOperationKernel
+    - @ref NEElementwiseDivision
+ - New OpenCL kernels / functions:
+    - @ref CLSelectKernel / @ref CLSelect
+    - @ref CLTileKernel / @ref CLTile
+    - @ref CLComparisonKernel / @ref CLComparison
+    - @ref CLArgMinMaxLayer
+    - @ref CLElementwiseMax
+    - @ref CLElementwiseMin
+    - @ref CLElementwiseSquaredDiff
+    - @ref CLStackLayerKernel / @ref CLStackLayer
+    - @ref CLReverse / @ref CLReverseKernel
+    - @ref CLRsqrtLayer
+    - @ref CLExpLayer
+    - @ref CLElementWiseUnaryLayerKernel
+    - @ref CLGEMMReshapeLHSMatrixKernel
+    - @ref CLGEMMReshapeRHSMatrixKernel
+    - @ref CLGEMMMatrixMultiplyReshapedKernel
+    - @ref CLRangeKernel / @ref CLRange
+    - @ref CLUnstack
+    - @ref CLGatherKernel / @ref CLGather
+    - @ref CLGEMMLowpMatrixMultiplyReshapedKernel
+ - New CPP kernels / functions:
+    - @ref CPPDetectionOutputLayer
+    - @ref CPPTopKV / @ref CPPTopKVKernel
+    - @ref CPPNonMaximumSuppression
+ - Added new examples:
+    - graph_ssd_mobilenet.cpp
+    - graph_mobilenet_v2.cpp
+    - graph_resnet12.cpp
+    - graph_srcnn955.cpp
+    - graph_vgg_vdsr.cpp
+    - graph_inception_resnet_v1.cpp
+ - Add 4D tensors support to
+    - @ref NESoftmaxLayer
+ - Fused activation in @ref CLWinogradConvolutionLayer
+ - Extented @ref NEPermute to support more cases
+ - Added NEON/SVE GEMM Hybrid kernels
+ - Added u8 and s8 hybrid assembly kernels
+ - Introduced GEMM strategy name in NEGEMMAssemblyWrapper
+ - Improved @ref CLTuner
+ - Fused the bias addition within @ref CLGEMM
+ - Added support for QASYMM8 LOGISTIC activation in @ref NEActivationLayer
+ - Added NHWC data layout support to:
+    - @ref NEScale for F16
+    - @ref CLNormalizationLayer IN_MAP_2D for FP32/FP16
+    - @ref NEL2NormalizeLayer for FP32/FP16
+    - @ref NENormalizationLayer IN_MAP_2D for FP32/FP16
+    - @ref CLROIAlignLayer
+    - @ref CLGenerateProposalsLayer
+ - Added QASYMM8 support to the following kernels:
+    - @ref NEArithmeticAdditionKernel
+    - @ref NEScale
+ - Added new tests and improved validation and benchmarking suites.
  - Deprecated functions/interfaces
     - Usage of inner_border_right and inner_border_top has been deprecated in @ref CLDeconvolutionLayer and @ref NEDeconvolutionLayer