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.
Raw data
{
"_id": null,
"home_page": "https://github.com/NVIDIA-Merlin/HugeCTR/tree/master/sparse_operation_kit",
"name": "merlin-sok",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3",
"maintainer_email": null,
"keywords": null,
"author": "NVIDIA",
"author_email": "hugectr-dev@exchange.nvidia.com",
"download_url": "https://files.pythonhosted.org/packages/4f/44/53127de1bdd503adbede6350f827612b17f32e5551b7737227ab2f433d0b/merlin-sok-2.1.0.tar.gz",
"platform": "Linux",
"description": "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.\n\n",
"bugtrack_url": null,
"license": "Apache 2.0",
"summary": "SparseOperationKit (SOK) is a python package wrapped GPU accelerated operations dedicated for sparse training / inference cases.",
"version": "2.1.0",
"project_urls": {
"Homepage": "https://github.com/NVIDIA-Merlin/HugeCTR/tree/master/sparse_operation_kit"
},
"split_keywords": [],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "4f4453127de1bdd503adbede6350f827612b17f32e5551b7737227ab2f433d0b",
"md5": "f939583b7eb876bb080f2e53000b9982",
"sha256": "bd744499effd3bd4e17c95a7bc7eb30cdb89b92eec10313e8f428565a6a02b61"
},
"downloads": -1,
"filename": "merlin-sok-2.1.0.tar.gz",
"has_sig": false,
"md5_digest": "f939583b7eb876bb080f2e53000b9982",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3",
"size": 8724535,
"upload_time": "2024-06-14T05:19:29",
"upload_time_iso_8601": "2024-06-14T05:19:29.114501Z",
"url": "https://files.pythonhosted.org/packages/4f/44/53127de1bdd503adbede6350f827612b17f32e5551b7737227ab2f433d0b/merlin-sok-2.1.0.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-06-14 05:19:29",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "NVIDIA-Merlin",
"github_project": "HugeCTR",
"travis_ci": false,
"coveralls": false,
"github_actions": true,
"lcname": "merlin-sok"
}
JSON
