semvec/pypi-packages huggingface dataset:
merlin-sok 2.1.0
SparseOperationKit (SOK) is a python package wrapped GPU accelerated operations dedicated for sparse training / inference cases.
License: Apache 2.0
Requires Python: >=3

SparseOperationKit (SOK) is a python package wrapped GPU accelerated operations dedicated for sparse training / inference cases. It is designed to be compatible with common DeepLearning (DL) frameworks, for instance, TensorFlow. Most of the algorithm implementations in SOK are extracted from HugeCTR, which is a GPU-accelerated recommender framework designed to distribute training across multiple GPUs and nodes and estimate Click-Through Rates (CTRs). If you are looking for a very efficient solution for CTRs, please check HugeCTR.