Docs - Updated the information for 6.2.1 in the changelog so that it …

…reflects what's in the 6.2.1 release notes (#214)

CHANGELOG.md

@@ -49,67 +49,42 @@
 * rocAL Setup Script - `V2.5.0`
 * Dependencies for all the above packages
 
-## rocAL 2.0.0
+## rocAL 2.0.0 for ROCm 6.2.1
 
 ### Changes
-* Support for audio loader and decoder, which uses libsndfile library to decode wav files
-* C++ rocAL audio unit test and python script to run and compare the outputs
-* Python support for audio decoders
-* Pytorch iterator for Audio
-* Python audio unit test, and support to verify outputs
-* rocDecode for HW decode
-* Support for Audio augmentation - PreEmphasis filter
-* Support for reading from file lists in file reader
-* Support for Audio augmentation - Spectrogram
-* Support for Audio augmentation - ToDecibels
-* Support for down-mixing audio channels during decoding
-* Support for Audio augmentation - Resample
-* Support for TensorTensorAdd and TensorScalarMultiply operations
-* Support for Uniform and Normal distribution nodes
-* Support for Audio augmentation - NonSilentRegionDetection 
-* Support for generic augmentation - Slice 
-* Support for generic augmentation - Normalize
-* Support for Audio augmentation - MelFilterBank
 
-### Removals
-* VX Image processing deprecated
+* The new version of rocAL introduces many new features, but does not modify any of the existing public API functions.However, the version number was incremented from 1.3 to 2.0.
+  Applications linked to version 1.3 must be recompiled to link against version 2.0.
+* Added development and test packages.
+* Added C++ rocAL audio unit test and Python script to run and compare the outputs.
+* Added Python support for audio decoders.
+* Added Pytorch iterator for audio.
+* Added Python audio unit test and support to verify outputs.
+* Added rocDecode for HW decode.
+* Added support for:
+  * Audio loader and decoder, which uses libsndfile library to decode wav files
+  * Audio augmentation - PreEmphasis filter, Spectrogram, ToDecibels, Resample, NonSilentRegionDetection. MelFilterBank
+  * Generic augmentation - Slice, Normalize
+  * Reading from file lists in file reader
+  * Downmixing audio channels during decoding
+  * TensorTensorAdd and TensorScalarMultiply operations
+  * Uniform and Normal distribution nodes
+* Image to tensor updates
+* ROCm install - use case graphics removed
 
-### Optimizations
+### Known issues
 
-* Packages - dev & tests
-* Tests
-* Setup Script
-* CentOS 7 support
-* SLES 15 SP5 support
+* Dependencies are not installed with the rocAL package installer. Dependencies must be installed with the prerequisite setup script provided. See the [rocAL README on GitHub](https://github.com/ROCm/rocAL/blob/docs/6.2.1/README.md#prerequisites-setup-script) for details.
 
-### Changed
-* ROCm install - use case graphics removed
+### **rocBLAS** (4.2.1)
 
-### Resolved issues
-* Tests & readme
+#### Removals
 
-### Known issues
-* Requires custom dependencies installed
+* Removed Device_Memory_Allocation.pdf link in documentation.
 
-### Tested Configurations
+#### Resolved issues
 
-* Linux distribution
-  * Ubuntu - `20.04` / `22.04`
-  * CentOS - `7`
-  * RedHat - `8` / `9`
-  * SLES - `15-SP5`
-* ROCm: rocm-core - `6.2.0.60200`
-* RPP - `rpp` & `rpp-dev`/`rpp-devel`
-* MIVisionX - `mivisionx` & `mivisionx-dev`/`mivisionx-devel`
-* Protobuf - `libprotobuf-dev`/`protobuf-devel`
-* RapidJSON - `https://github.com/Tencent/rapidjson`
-* Turbo JPEG - [Version 3.0.2](https://libjpeg-turbo.org/)
-* PyBind11 - [v2.11.1](https://github.com/pybind/pybind11)
-* FFMPEG - `ffmpeg 4` dev package
-* OpenCV - `libopencv` / [4.6.0](https://github.com/opencv/opencv/releases/tag/4.6.0)
-* libsndfile - [1.0.31](https://github.com/libsndfile/libsndfile/releases/tag/1.0.31)
-* rocAL Setup Script - `V2.6.0`
-* Dependencies for all the above packages
+* Fixed error/warning message during `rocblas_set_stream()` call.
 
 ## rocAL 1.0.0