{"categories":[{"label":"Libraries","url":"https://skillfed.io/packages/category/software-development-libraries/8"}],"enrichment":{"capability":"Provides Intel's oneAPI Collective Communications Library for distributed training, enabling scalable communication across multiple compute nodes in machine learning and HPC workloads.","skillfed_tags":["distributed-training","hpc","intel-oneapi"],"use_cases":["Accelerating distributed training of large neural networks across multiple GPU or CPU nodes.","Optimizing collective operations (allreduce, broadcast, gather) in data-parallel training frameworks.","Building HPC applications requiring efficient inter-node communication on Intel architectures.","Integrating with Intel oneAPI ecosystem for unified compute and communication stack."],"what_it_does":"oneccl-devel is Intel's oneAPI Collective Communications Library packaged for Python, designed to accelerate distributed training across multiple nodes in machine learning and high-performance computing environments. It provides optimized communication primitives for data-parallel training scenarios where gradients and model state must be synchronized across GPUs or CPUs.\n\nThe package is platform-specific, distributed as a compiled wheel for Linux x86_64 systems. It depends on the oneccl runtime library and is classified as production-stable. The library is intended for developers, researchers, and system administrators building scalable training pipelines, though the exact integration points and API surface are not detailed in the available metadata.","worth_installing":"Yes, if you are building distributed training on Linux x86_64 and need Intel's optimized collective communication library. Medium friction due to platform specificity and unclear Python version support\u2014verify compatibility before committing. License is proprietary; confirm terms for your use case. No known vulnerabilities. Active maintenance is a positive signal."},"id":"oneccl-devel","links":{"html":"https://skillfed.io/packages/oneccl-devel","md":"https://skillfed.io/packages/oneccl-devel.md","pypi":"https://pypi.org/project/oneccl-devel/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-15","license_spdx":null,"license_treatment":"unclear","name":"oneccl-devel","python_support":"unspecified","summary":"Intel\u00ae oneAPI Collective Communications Library"},"popularity":{"monthly_downloads":144120,"position":11161,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"2022.1.1"}