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v24.06.0 release

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@YanxuanLiu YanxuanLiu released this 22 Jul 01:33
· 35 commits to branch-24.08 since this release
c7becc2

Release notes:

  • Double precision support for GPU accelerated logistic regression.
  • Added GPU accelerated IVF-Flat Approximate Nearest Neighbor (ANN) to benchmarking scripts.
  • Improved throughput of GPU accelerated IVF-Flat ANN for large data sets.
  • Update of RAPIDS dependencies to 24.06.

NOTE: For a large number of feature/input columns in float64 type, please use VectorUDT or array type (as opposed to multiple scalar columns) for all algorithms due to a performance issue. This will be resolved in our 24.08 release.

pip package available at https://pypi.org/project/spark-rapids-ml/24.06.0/