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Merlin: HugeCTR 24.06

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@EmmaQiaoCh EmmaQiaoCh released this 14 Jun 07:14
· 22 commits to main since this release

What's New in Version 24.06

  • Sparse Operation Kit (SOK) Updates:
    • A new API sok.incremental_dump has been added, which allows users to dump newly added keys and values into a numpy array by specifying a time threshold. Currently it only supports sok.DynamicVariable that uses HKV as the backend.
    • Fixed the issue of wgrad using too much GPU memory.
    • Fixed an illegal memory access issue in a CUDA kernel during backward propagation.
    • The documentation and examples for SOK (Sparse Operation Kit) have been updated. For more details, refer to the SOK Documentation.