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[DOC] Update docs for 23.12.1 release [skip ci] #10097

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Dec 29, 2023
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4 changes: 4 additions & 0 deletions docs/download.md
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Expand Up @@ -97,6 +97,10 @@ New functionality and performance improvements for this release include:
* Kernel optimizations have been implemented to improve Parquet read performance.
* RAPIDS Accelerator also built and tested with Scala 2.13.
* Last version to support Pascal-based Nvidia GPUs; discontinued in the next release.
* Introduced support for parquet Legacy rebase mode (spark.sql.parquet.datetimeRebaseModeInRead=LEGACY and spark.sql.parquet.int96RebaseModeInRead=LEGACY)
* Introduced support for Percentile function.
* Delta lake 2.3 support.
* Fixes a potential data corruption issue.
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* Qualification and Profiling tool:
* Profiling Tool now processes Spark Driver log for GPU runs, enhancing feature analysis.
* Auto-tuner recommendations include AQE settings for optimized performance.
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