Merlin: HugeCTR 24.06

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.